From 364794233e46c3c0dc4f0e370812b2adeffae657 Mon Sep 17 00:00:00 2001 From: Erik Pelgrim <39620557+erikpelgrim@users.noreply.github.com> Date: Tue, 31 Oct 2023 16:52:06 +0100 Subject: [PATCH 01/24] #342 Use HK from kalman gain to calculate innovation value for missing observations --- .../kalmanFilter/SteadyStateFilter.java | 93 +++++++++++++++--- .../openda/utils/io/KalmanGainStorage.java | 9 ++ .../utils/io/KalmanGainStorageTest.java | 34 +++++++ .../kalmanGainStorageHK.nc | Bin 0 -> 1704060 bytes 4 files changed, 123 insertions(+), 13 deletions(-) create mode 100644 core/java/test/org/openda/utils/io/testData/kgStorage_202209011200/kalmanGainStorageHK.nc diff --git a/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java b/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java index 4df95e23c..8031aef95 100644 --- a/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java +++ b/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java @@ -22,12 +22,14 @@ import org.openda.interfaces.*; import org.openda.observers.ObserverUtils; import org.openda.utils.ConfigTree; +import org.openda.utils.Matrix; import org.openda.utils.Results; import org.openda.utils.io.KalmanGainStorage; import org.openda.utils.performance.OdaGlobSettings; import java.io.File; import java.text.ParseException; +import java.util.*; /** * Steady state Kalman filter implementation as introduced already in the original papers of Kalman and Bucy. @@ -54,6 +56,8 @@ public class SteadyStateFilter extends AbstractSequentialAlgorithm { private double[] readGainTime; private int steadyStateTimeCounter = 0; private double skipAssimilationStandardDeviationFactor = Double.POSITIVE_INFINITY; + private double[][] hk; + private String[] gainStorageObservationIdsArray; public void initialize(File workingDir, String[] arguments) { super.initialize(workingDir, arguments); @@ -159,13 +163,14 @@ public void initialize(File workingDir, String[] arguments) { gainStorage.setKalmanGainStorageFileName(this.gainFileName); if (gainFileName.endsWith(".nc")) gainStorage.setColumnFileType(KalmanGainStorage.StorageType.netcdf_cf); gainStorage.readKalmanGain( this.getCurrentState()); - String[] obsIds = gainStorage.getObservationIds(); + hk = gainStorage.getHk(); + gainStorageObservationIdsArray = gainStorage.getObservationIds(); double[] obsTimeOffsets = gainStorage.getObservationOffsetInDays(); IVector[] KVecs = gainStorage.getKalmanGainColumns(); - for(int i=0;i missingObservationIndices = new ArrayList<>(); + ArrayList availableObservationIndices = new ArrayList<>(); + for (int i = 0; i < gainStorageObservationIdsArray.length; i++) { + int indexOf = Arrays.binarySearch(obsIds, gainStorageObservationIdsArray[i]); + if (indexOf >= 0) { + availableObservationIndices.add(i); + continue; + } + missingObservationIndices.add(i); + } + int numberOfMissingObservations = missingObservationIndices.size(); + int numberOfAvailableObservations = gainStorageObservationIdsArray.length - numberOfMissingObservations; + Matrix m1 = new Matrix(numberOfMissingObservations, numberOfAvailableObservations); + Matrix m2 = new Matrix(numberOfMissingObservations, numberOfMissingObservations); + for (int rowIndex = 0; rowIndex < missingObservationIndices.size(); rowIndex++) { + Integer missingObservationRowIndex = missingObservationIndices.get(rowIndex); + for (int columnIndex = 0; columnIndex < availableObservationIndices.size(); columnIndex++) { + Integer availableObservationColumnIndex = availableObservationIndices.get(columnIndex); + m1.setValue(rowIndex, columnIndex, hk[missingObservationRowIndex][availableObservationColumnIndex]); + } + for (int columnIndex = 0; columnIndex < missingObservationIndices.size(); columnIndex++) { + Integer missingObservationColumnIndex = missingObservationIndices.get(columnIndex); + m2.setValue(rowIndex, columnIndex, hk[missingObservationRowIndex][missingObservationColumnIndex]); + } + } + Matrix dAvailable = new Matrix(numberOfAvailableObservations, 1); + Matrix identityMatrix = new Matrix(numberOfMissingObservations, numberOfAvailableObservations); + for (int i = 0; i < numberOfMissingObservations; i++) { + identityMatrix.setValue(i, i, 1); + } + + for (int i = 0; i < m; i++) { // find matching column in steady-state gain - String gainVectorId = obsIds[i]+":"+Math.round(obsTimeOffsets[i]*24.0*3600.0); //conversion to seconds - Results.putProgression("processing obs "+gainVectorId+"\n"); + String gainVectorId = obsIds[i] + ":" + Math.round(obsTimeOffsets[i] * 24.0 * 3600.0); //conversion to seconds + Results.putProgression("processing obs " + gainVectorId + "\n"); // add to analysis increment for this obs - if(this.gainVectors.containsKey(gainVectorId)){ + if (this.gainVectors.containsKey(gainVectorId)) { IVector gainVector = this.gainVectors.get(gainVectorId); - if (gainVector.getSize() != delta.getSize()) Results.putMessage("Warning: Kalman Gain does not have exact same size as current state, this can cause suboptimal results. Please check if the contents of the state match the contents of the Kalman Gain."); + if (gainVector.getSize() != delta.getSize()) + Results.putMessage("Warning: Kalman Gain does not have exact same size as current state, this can cause suboptimal results. Please check if the contents of the state match the contents of the Kalman Gain."); // Skip assimilation when observations and predictions differ more than observation standard deviations times skipAssimilationStandardDeviationFactor double innovationValue = innovation.getValue(i); if (skipAssimilationStandardDeviationFactor != Double.POSITIVE_INFINITY && Math.abs(innovationValue) > skipAssimilationStandardDeviationFactor * standardDeviations.getValue(i)) { - Results.putProgression("Info: Skipping assimilation for " + gainVectorId + " because innovation > (skipAssimilationStandardDeviationFactor * obs standard deviation). Observed value = " + observationValues.getValue(i) + ", model prediction value " + pred_a.getValue(i) + ", skipAssimilationStandardDeviationFactor = "+ skipAssimilationStandardDeviationFactor + ", obs stdv = " + standardDeviations.getValue(i) +"\n"); + Results.putProgression("Info: Skipping assimilation for " + gainVectorId + " because innovation > (skipAssimilationStandardDeviationFactor * obs standard deviation). Observed value = " + observationValues.getValue(i) + ", model prediction value " + pred_a.getValue(i) + ", skipAssimilationStandardDeviationFactor = " + skipAssimilationStandardDeviationFactor + ", obs stdv = " + standardDeviations.getValue(i) + "\n"); continue; } delta.axpy(innovationValue, gainVector); - }else{ - throw new RuntimeException("No matching column found for observation with id=" - +obsIds[i]+"and offset="+obsTimeOffsets[i]+"\n"); + dAvailable.setValue(i, 0, innovationValue); + } else { + + if (hk == null) throw new RuntimeException("No matching column found for observation with id=" + obsIds[i] + "and offset=" + obsTimeOffsets[i] + "\n"); + } + } + + Matrix iMinusM2 = new Matrix(numberOfMissingObservations, numberOfMissingObservations); + for (int row = 0; row < numberOfMissingObservations; row++) { + for (int column = 0; column < numberOfMissingObservations; column++) { + double m2Value = m2.getValue(row, column); + double iMinusM2Value = row == column ? 1 - m2Value : -m2Value; + iMinusM2.setValue(row, column, iMinusM2Value); + } + } + if (numberOfMissingObservations != 0) { + Matrix inverseIMinusM2 = iMinusM2.inverse(); + Matrix m1DAvailable = m1.mult(dAvailable); + Matrix dMissing = inverseIMinusM2.mult(m1DAvailable); + System.out.println(dMissing); + for (int i = 0; i < missingObservationIndices.size(); i++) { + Integer missingObservationIndex = missingObservationIndices.get(i); + String missingObservationId = gainStorageObservationIdsArray[missingObservationIndex]; + // TODO fix obsTimeOffset + String gainVectorId = missingObservationId + ":" + Math.round(obsTimeOffsets[0] * 24.0 * 3600.0); //conversion to seconds + Results.putProgression("processing obs " + gainVectorId + "\n"); + // add to analysis increment for this obs + if (this.gainVectors.containsKey(gainVectorId)) { + IVector gainVector = this.gainVectors.get(gainVectorId); + double calculatedInnovation = dMissing.getValue(i, 0); + System.out.println("Calculated innovation for " + missingObservationId + ": " + calculatedInnovation); + delta.axpy(calculatedInnovation, gainVector); + } } } this.mainModel.axpyOnState(1.0, delta); diff --git a/core/java/src/org/openda/utils/io/KalmanGainStorage.java b/core/java/src/org/openda/utils/io/KalmanGainStorage.java index 94ccd8705..73601e465 100644 --- a/core/java/src/org/openda/utils/io/KalmanGainStorage.java +++ b/core/java/src/org/openda/utils/io/KalmanGainStorage.java @@ -71,6 +71,7 @@ public class KalmanGainStorage { private String kalmanGainStorageFileName = "kalmanGainStorage.xml"; private int maxKeepVectorInXMLSize = DefaultMaxKeepVectorInXMLSize; private boolean useTimeStampInDirectoryName = true; + private double[][] hk = null; public enum StorageType { xml, netcdf, automatic, netcdf_cf @@ -519,6 +520,10 @@ public IVector[] getKalmanGainColumns() { return this.kalmanGainColumns; } + public double[][] getHk() { + return hk; + } + /** * Read the kalman gain matrix from xml file and, in case of large column vectors, to netdcf files. */ @@ -616,6 +621,10 @@ private void readVariables(List variables, int stationLength, TreeVect this.timeStampAsMJD = ((double[]) variable.read().get1DJavaArray(double.class))[0]; continue; } + if ("HK".equals(shortName)) { + this.hk = (double[][]) variable.read().copyToNDJavaArray(); + continue; + } int[] shape = variable.getShape(); int[] shapeForRead = variable.getShape(); shapeForRead[0] = 1; diff --git a/core/java/test/org/openda/utils/io/KalmanGainStorageTest.java b/core/java/test/org/openda/utils/io/KalmanGainStorageTest.java index 2206278ac..ea7d4556f 100644 --- a/core/java/test/org/openda/utils/io/KalmanGainStorageTest.java +++ b/core/java/test/org/openda/utils/io/KalmanGainStorageTest.java @@ -19,9 +19,11 @@ */ package org.openda.utils.io; import junit.framework.TestCase; +import org.joda.time.DateTimeUtils; import org.openda.blackbox.config.BBUtils; import org.openda.costa.CtaTreeVector; import org.openda.costa.CtaVector; +import org.openda.exchange.timeseries.TimeUtils; import org.openda.interfaces.IVector; import org.openda.utils.OpenDaTestSupport; import org.openda.utils.TreeVector; @@ -29,6 +31,7 @@ import java.io.File; import java.io.IOException; +import java.text.ParseException; import java.util.ArrayList; /** @@ -90,6 +93,37 @@ public void testReadWriteKalmanGainNetcdfCF() { checkKalmanGainContents(timeAsMJD, kgStorageOut, kgStorageOut.getKalmanGainColumns(), kgStorageOut.getObservationIds()); } + public void testReadWriteKalmanGainNetcdfCFHK() throws ParseException { + + double timeAsMJD = TimeUtils.date2Mjd("202209011200"); + + KalmanGainStorage kgStorageIn = new KalmanGainStorage(testRunDataDir, timeAsMJD); + kgStorageIn.setColumnFileType(KalmanGainStorage.StorageType.netcdf_cf); + kgStorageIn.setKalmanGainStorageFileName("KalmanGainStorageHK.nc"); + kgStorageIn.readKalmanGain(); + + IVector[] kalmanGainColumnsIn = kgStorageIn.getKalmanGainColumns(); + assertEquals(4, kalmanGainColumnsIn.length); + + String[] observationIds = kgStorageIn.getObservationIds(); + String[] expectedObsIds = {"WESTKPLE.waterlevel", "VLISSGN.waterlevel", "SCHEVNGN.waterlevel", "ROOMPBTN.waterlevel"}; + assertEquals(4, observationIds.length); + for (int i = 0; i < observationIds.length; i++) { + assertEquals(expectedObsIds[i], observationIds[i]); + } + double[][] hk = kgStorageIn.getHk(); + assertNotNull(hk); + assertEquals(4, hk.length); + assertEquals(4, hk[0].length); + double[][] expectedHK = {{0.19371548763628316, 0.21185091852367516, 0.23657124885992412, 0.21748081376956335} , {0.21185091852367666, 0.23168416850382453, 0.2587187889765871, 0.23784112835038507},{0.2365712488599269, 0.2587187889765884, 0.28890800869895084, 0.26559418838590676}, {0.2174808137695654, 0.23784112835038568, 0.2655941883859062, 0.24416170815767535}}; + for (int i = 0; i < hk.length; i++) { + double[] hkRow = hk[i]; + for (int j = 0; j < hkRow.length; j++) { + assertEquals(expectedHK[i][j], hkRow[j]); + } + } + } + private void checkKalmanGainContents(double timeAsMJD, KalmanGainStorage kgStorageIn, IVector[] kalmanGainColumns, String[] observationIds) { String[] expectedObservationIds = {"WICK.waterlevel", "VLISSGN.waterlevel", "DENHDR.waterlevel", "NORTHSS.waterlevel", "DOVR.waterlevel", "SHEERNS.waterlevel", "HOEKVHLD.waterlevel", "LOWST.waterlevel"}; for (int i = 0; i < expectedObservationIds.length; i++) { diff --git a/core/java/test/org/openda/utils/io/testData/kgStorage_202209011200/kalmanGainStorageHK.nc b/core/java/test/org/openda/utils/io/testData/kgStorage_202209011200/kalmanGainStorageHK.nc new file mode 100644 index 0000000000000000000000000000000000000000..f2660ab20493d36266029f15e9f34e868ad3e24d GIT binary patch literal 1704060 zcmb@t2{e{p_diTYLXxBskyIj4nn>)BQf5Mtc~0h;%=37=&11KD9zr6+wNXe2Ni(Gs zDitzU@9q2ip7-~EfB$zq>s|l#UTdBET<4s<&pv0L;X3ED_bn?YPfPQ!hmjg>qy~0p ztD9y9PR>R*?F~$+ueMHBcDB^~HM*_TY-ein|4~5Ar=tcI6H6mU0~<423uj9MD^qF? z4GmDk?qhPQj%H3yE{tZ7<6+-n26{v!Nzr 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zDjA0yCHT_Owe6ch0Kr8(e9iZqQhyUI0_+`(zr6$gr%{gt_4`q?LBl2ZKYg&z|F{_7 z5RFfwNC%29lcD=wYL`;d6|g?%9PHxLh~A1!>H7;zQ0$w%;%uu0J}8)IoNKNi&hM}* zUlP8c!7m|p@%?1zte)TPQt=&)loZBSH7f{COzc(`$1ECYIPCTC@}KA6!ZjX|mE9-UJS7^+O;$~9mFdbW4e zmo{J!4YPM8_+#+(FQbRbWijLsg+Q3u@$o-IAymY z6LJ-d40Q0FST4kE=@u*kD(5~>mX$$QSnsS)aY|6I%PF`EqEtzFypYXWh zcI3hc`=kV6*)o!tGIpZdkRu74$7*X$#2 zom%Q3n_ypT#&P?^kI(j1c3V^LFM4NRt7Xyr?K|*%+;z8ZMsMF>-%=jdZ*M7V-{Jj* z&r|q?eb20fV>cWu?I$K^99+CH%D&rBX1k*`qkZSPnJ;>{x7&AZ44VHgXq|m~!1Ah+ zUAOF8pDQUWuX3<&TVuZ<`$(I8M}7HpWdSw&_BWyTqH5pSw{dfQ&A$7}xNs-}3iKn|-6><%OrdsMy!_rWmaC_-3Epdc$06nt^@#VciQNFH`IrwrmW@^R))v zi`ch-W5yKwX_~J@bT4z*FJ`t{{pZ9n`*{m1Kk2{UV!!^@_r!#m0{gcgb+poav~>T$ z-2d;-zS&}b;`C}S0V6T{)3WdU!=Jm^pL73S(OmP>{`9p>@1U1@Q1Kf3v&%29jyZAL z{zBhPhlC&X_U8&G|NY{Z0#RQZ3l*Pcf2p>D#j5R${e}N^M?9ExpypIS)mK5qmF&+u KY`DFr@d^MrH4dr( literal 0 HcmV?d00001 From 48c5297c50c0c8d27bf53a6c88ee929f6d9b928c Mon Sep 17 00:00:00 2001 From: Erik Pelgrim <39620557+erikpelgrim@users.noreply.github.com> Date: Wed, 1 Nov 2023 16:29:04 +0100 Subject: [PATCH 02/24] #342 Use HK from kalman gain to calculate innovation value for missing observations, add option to xml --- .../openda/algorithms/kalmanFilter/SteadyStateFilter.java | 6 ++++-- core/xmlSchemas/algorithm/steadyStateFilter.xsd | 5 +++++ 2 files changed, 9 insertions(+), 2 deletions(-) diff --git a/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java b/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java index 8031aef95..6ec6f4e4a 100644 --- a/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java +++ b/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java @@ -56,6 +56,7 @@ public class SteadyStateFilter extends AbstractSequentialAlgorithm { private double[] readGainTime; private int steadyStateTimeCounter = 0; private double skipAssimilationStandardDeviationFactor = Double.POSITIVE_INFINITY; + private boolean tryCompensatingForMissingObservationWithHK = false; private double[][] hk; private String[] gainStorageObservationIdsArray; @@ -155,7 +156,8 @@ public void initialize(File workingDir, String[] arguments) { } } this.skipAssimilationStandardDeviationFactor = this.configurationAsTree.getAsDouble("skipAssimilationStandardDeviationFactor", Double.POSITIVE_INFINITY); - + this.tryCompensatingForMissingObservationWithHK = this.configurationAsTree.getAsBoolean("tryCompensatingForMissingObservationWithHK", false); + //now read the first gain file into memory steadyStateTimeCounter++; KalmanGainStorage gainStorage = new KalmanGainStorage(this.workingDir, this.gainTimeMjd[0]); @@ -275,7 +277,7 @@ public void analysis(IStochObserver observations, IVector obsValues, IVector pre iMinusM2.setValue(row, column, iMinusM2Value); } } - if (numberOfMissingObservations != 0) { + if (tryCompensatingForMissingObservationWithHK && numberOfMissingObservations != 0) { Matrix inverseIMinusM2 = iMinusM2.inverse(); Matrix m1DAvailable = m1.mult(dAvailable); Matrix dMissing = inverseIMinusM2.mult(m1DAvailable); diff --git a/core/xmlSchemas/algorithm/steadyStateFilter.xsd b/core/xmlSchemas/algorithm/steadyStateFilter.xsd index 58079e30c..f86f3ba21 100644 --- a/core/xmlSchemas/algorithm/steadyStateFilter.xsd +++ b/core/xmlSchemas/algorithm/steadyStateFilter.xsd @@ -77,6 +77,11 @@ Skip gain when the model results differ from the observations more than this factor times the standard deviation of the observations + + + When this option is true AND in the kalman gain storage HK has been stored, for locations with missing observations the innovation value + + From a01380a751d92eed2bd36715a10d7c4b6ca52917 Mon Sep 17 00:00:00 2001 From: Erik Pelgrim <39620557+erikpelgrim@users.noreply.github.com> Date: Wed, 21 Feb 2024 10:59:27 +0100 Subject: [PATCH 03/24] #342 Use HK from kalman gain to calculate innovation value for missing observations, take offset into account, add logging and improve code --- .../kalmanFilter/SteadyStateFilter.java | 151 +++++++++++------- core/java/src/org/openda/utils/SortUtils.java | 26 +++ .../openda/model_metaswap/SwapResultFile.java | 35 +--- 3 files changed, 128 insertions(+), 84 deletions(-) diff --git a/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java b/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java index 6ec6f4e4a..0a3f218ba 100644 --- a/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java +++ b/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java @@ -24,6 +24,7 @@ import org.openda.utils.ConfigTree; import org.openda.utils.Matrix; import org.openda.utils.Results; +import org.openda.utils.SortUtils; import org.openda.utils.io.KalmanGainStorage; import org.openda.utils.performance.OdaGlobSettings; @@ -59,6 +60,7 @@ public class SteadyStateFilter extends AbstractSequentialAlgorithm { private boolean tryCompensatingForMissingObservationWithHK = false; private double[][] hk; private String[] gainStorageObservationIdsArray; + private String[] gainVectorIdArray; public void initialize(File workingDir, String[] arguments) { super.initialize(workingDir, arguments); @@ -167,13 +169,13 @@ public void initialize(File workingDir, String[] arguments) { gainStorage.readKalmanGain( this.getCurrentState()); hk = gainStorage.getHk(); gainStorageObservationIdsArray = gainStorage.getObservationIds(); - double[] obsTimeOffsets = gainStorage.getObservationOffsetInDays(); + double[] gainStorageObsTimeOffsets = gainStorage.getObservationOffsetInDays(); IVector[] KVecs = gainStorage.getKalmanGainColumns(); + gainVectorIdArray = new String[gainStorageObservationIdsArray.length]; for(int i = 0; i< gainStorageObservationIdsArray.length; i++){ - String gainVectorId = gainStorageObservationIdsArray[i]+":"+Math.round(obsTimeOffsets[i]*24.0*3600.0); //conversion to seconds + String gainVectorId = gainStorageObservationIdsArray[i] + ":" + Math.round(gainStorageObsTimeOffsets[i] * 24.0 * 3600.0); //conversion to seconds + gainVectorIdArray[i] = gainVectorId; this.gainVectors.put(gainVectorId, KVecs[i]); - this.obsId.put(gainVectorId, gainStorageObservationIdsArray[i]); - this.obsTimeOffset.put(gainVectorId, 0.0); } } @@ -200,6 +202,8 @@ public void analysis(IStochObserver observations, IVector obsValues, IVector pre ObserverUtils obsUtils = new ObserverUtils(observations); String[] obsIds = obsUtils.getObsIds(); double[] obsTimeOffsets = obsUtils.getObsTimeOffsets(analysisTime.getMJD()); + String[] availableObsGainVectorIdArray = getAvailableObsGainVectorIdArray(obsIds, obsTimeOffsets); + // obs-pred IVector observationValues = observations.getExpectations(); IVector innovation = observationValues.clone(); @@ -215,36 +219,17 @@ public void analysis(IStochObserver observations, IVector obsValues, IVector pre int m=innovation.getSize(); IVector pred_a = this.mainModel.getObservationOperator().getObservedValues(observations.getObservationDescriptions()); + boolean compensateForMissingObservationsWithHK = tryCompensatingForMissingObservationWithHK && hk != null; ArrayList missingObservationIndices = new ArrayList<>(); - ArrayList availableObservationIndices = new ArrayList<>(); - for (int i = 0; i < gainStorageObservationIdsArray.length; i++) { - int indexOf = Arrays.binarySearch(obsIds, gainStorageObservationIdsArray[i]); - if (indexOf >= 0) { - availableObservationIndices.add(i); - continue; - } - missingObservationIndices.add(i); - } - int numberOfMissingObservations = missingObservationIndices.size(); - int numberOfAvailableObservations = gainStorageObservationIdsArray.length - numberOfMissingObservations; + ArrayList availableObservationIndicesGainStorage = new ArrayList<>(); + ArrayList availableObservationIndicesObserver = new ArrayList<>(); + if (compensateForMissingObservationsWithHK) fillIndicesArrays(availableObsGainVectorIdArray, missingObservationIndices, availableObservationIndicesGainStorage, availableObservationIndicesObserver); + int numberOfMissingObservations = compensateForMissingObservationsWithHK ? missingObservationIndices.size() : 0; + int numberOfAvailableObservations = compensateForMissingObservationsWithHK ? gainStorageObservationIdsArray.length - numberOfMissingObservations : 0; Matrix m1 = new Matrix(numberOfMissingObservations, numberOfAvailableObservations); Matrix m2 = new Matrix(numberOfMissingObservations, numberOfMissingObservations); - for (int rowIndex = 0; rowIndex < missingObservationIndices.size(); rowIndex++) { - Integer missingObservationRowIndex = missingObservationIndices.get(rowIndex); - for (int columnIndex = 0; columnIndex < availableObservationIndices.size(); columnIndex++) { - Integer availableObservationColumnIndex = availableObservationIndices.get(columnIndex); - m1.setValue(rowIndex, columnIndex, hk[missingObservationRowIndex][availableObservationColumnIndex]); - } - for (int columnIndex = 0; columnIndex < missingObservationIndices.size(); columnIndex++) { - Integer missingObservationColumnIndex = missingObservationIndices.get(columnIndex); - m2.setValue(rowIndex, columnIndex, hk[missingObservationRowIndex][missingObservationColumnIndex]); - } - } + fillM1M2Matrices(missingObservationIndices, availableObservationIndicesGainStorage, m1, m2); Matrix dAvailable = new Matrix(numberOfAvailableObservations, 1); - Matrix identityMatrix = new Matrix(numberOfMissingObservations, numberOfAvailableObservations); - for (int i = 0; i < numberOfMissingObservations; i++) { - identityMatrix.setValue(i, i, 1); - } for (int i = 0; i < m; i++) { // find matching column in steady-state gain @@ -261,14 +246,81 @@ public void analysis(IStochObserver observations, IVector obsValues, IVector pre Results.putProgression("Info: Skipping assimilation for " + gainVectorId + " because innovation > (skipAssimilationStandardDeviationFactor * obs standard deviation). Observed value = " + observationValues.getValue(i) + ", model prediction value " + pred_a.getValue(i) + ", skipAssimilationStandardDeviationFactor = " + skipAssimilationStandardDeviationFactor + ", obs stdv = " + standardDeviations.getValue(i) + "\n"); continue; } + System.out.println("Innovation value for " + obsIds[i] + ": " + innovationValue); delta.axpy(innovationValue, gainVector); - dAvailable.setValue(i, 0, innovationValue); + if (numberOfAvailableObservations > 0) { + int indexOf = SortUtils.indexOfString(availableObsGainVectorIdArray, gainVectorId); + int indexOfDAvailable = availableObservationIndicesObserver.indexOf(indexOf); + System.out.println("Index in dAvailable " + indexOfDAvailable); + System.out.println(); + dAvailable.setValue(indexOfDAvailable, 0, innovationValue); + } } else { if (hk == null) throw new RuntimeException("No matching column found for observation with id=" + obsIds[i] + "and offset=" + obsTimeOffsets[i] + "\n"); } } + System.out.println(); + if (tryCompensatingForMissingObservationWithHK && numberOfMissingObservations != 0) + compensateForMissingObservationsWithHK(obsTimeOffsets, delta, missingObservationIndices, numberOfMissingObservations, m1, m2, dAvailable); + this.mainModel.axpyOnState(1.0, delta); + Results.putValue("pred_a", pred_a, pred_a.getSize(), "analysis step", IResultWriter.OutputLevel.Essential, IResultWriter.MessageType.Step); + } + + private void compensateForMissingObservationsWithHK(double[] obsTimeOffsets, IVector delta, ArrayList missingObservationIndices, int numberOfMissingObservations, Matrix m1, Matrix m2, Matrix dAvailable) { + Matrix iMinusM2 = createIMinusM2(numberOfMissingObservations, m2); + System.out.println("Trying to compensate for missing observations using HK from kalman gain storage"); + Matrix inverseIMinusM2 = iMinusM2.inverse(); + Matrix m1DAvailable = m1.mult(dAvailable); + Matrix dMissing = inverseIMinusM2.mult(m1DAvailable); + System.out.println("M1: " + m1); + System.out.println("M2: " + m2); + System.out.println("inverseIMinusM2: " + inverseIMinusM2); + System.out.println("dAvailable: " + dAvailable); + System.out.println("m1DAvailable: " + m1DAvailable); + System.out.println("dMissing: " + dMissing); + for (int i = 0; i < missingObservationIndices.size(); i++) { + Integer missingObservationIndex = missingObservationIndices.get(i); + String missingObservationId = gainStorageObservationIdsArray[missingObservationIndex]; + // TODO fix obsTimeOffset + String gainVectorId = missingObservationId + ":" + Math.round(obsTimeOffsets[0] * 24.0 * 3600.0); //conversion to seconds + Results.putProgression("processing obs " + gainVectorId + "\n"); + // add to analysis increment for this obs + if (this.gainVectors.containsKey(gainVectorId)) { + IVector gainVector = this.gainVectors.get(gainVectorId); + double calculatedInnovation = dMissing.getValue(i, 0); + System.out.println("Calculated innovation for " + missingObservationId + ": " + calculatedInnovation + " index in dMissing: " + i); + delta.axpy(calculatedInnovation, gainVector); + } + } + System.out.println(); + } + + private void fillIndicesArrays(String[] availableObsGainVectorIdArray, ArrayList missingObservationIndices, ArrayList availableObservationIndicesGainStorage, ArrayList availableObservationIndicesObserver) { + for (int i = 0; i < gainVectorIdArray.length; i++) { + String gainVectorId = gainVectorIdArray[i]; + int indexOf = SortUtils.indexOfString(availableObsGainVectorIdArray, gainVectorId); + if (indexOf >= 0) { + availableObservationIndicesGainStorage.add(i); + availableObservationIndicesObserver.add(indexOf); + continue; + } + System.out.printf("Observation for %s missing%n", gainVectorId); + missingObservationIndices.add(i); + } + } + + private static String[] getAvailableObsGainVectorIdArray(String[] obsIds, double[] obsTimeOffsets) { + String[] availableObsGainVectorIdArray = new String[obsIds.length]; + for(int i = 0; i< obsIds.length; i++){ + String gainVectorId = obsIds[i]+":"+Math.round(obsTimeOffsets[i]*24.0*3600.0); //conversion to seconds + availableObsGainVectorIdArray[i] = gainVectorId; + } + return availableObsGainVectorIdArray; + } + + private static Matrix createIMinusM2(int numberOfMissingObservations, Matrix m2) { Matrix iMinusM2 = new Matrix(numberOfMissingObservations, numberOfMissingObservations); for (int row = 0; row < numberOfMissingObservations; row++) { for (int column = 0; column < numberOfMissingObservations; column++) { @@ -277,31 +329,24 @@ public void analysis(IStochObserver observations, IVector obsValues, IVector pre iMinusM2.setValue(row, column, iMinusM2Value); } } - if (tryCompensatingForMissingObservationWithHK && numberOfMissingObservations != 0) { - Matrix inverseIMinusM2 = iMinusM2.inverse(); - Matrix m1DAvailable = m1.mult(dAvailable); - Matrix dMissing = inverseIMinusM2.mult(m1DAvailable); - System.out.println(dMissing); - for (int i = 0; i < missingObservationIndices.size(); i++) { - Integer missingObservationIndex = missingObservationIndices.get(i); - String missingObservationId = gainStorageObservationIdsArray[missingObservationIndex]; - // TODO fix obsTimeOffset - String gainVectorId = missingObservationId + ":" + Math.round(obsTimeOffsets[0] * 24.0 * 3600.0); //conversion to seconds - Results.putProgression("processing obs " + gainVectorId + "\n"); - // add to analysis increment for this obs - if (this.gainVectors.containsKey(gainVectorId)) { - IVector gainVector = this.gainVectors.get(gainVectorId); - double calculatedInnovation = dMissing.getValue(i, 0); - System.out.println("Calculated innovation for " + missingObservationId + ": " + calculatedInnovation); - delta.axpy(calculatedInnovation, gainVector); - } + return iMinusM2; + } + + private void fillM1M2Matrices(ArrayList missingObservationIndices, ArrayList availableObservationIndicesGainStorage, Matrix m1, Matrix m2) { + for (int rowIndex = 0; rowIndex < missingObservationIndices.size(); rowIndex++) { + Integer missingObservationRowIndex = missingObservationIndices.get(rowIndex); + for (int columnIndex = 0; columnIndex < availableObservationIndicesGainStorage.size(); columnIndex++) { + Integer availableObservationColumnIndex = availableObservationIndicesGainStorage.get(columnIndex); + m1.setValue(rowIndex, columnIndex, hk[missingObservationRowIndex][availableObservationColumnIndex]); + } + for (int columnIndex = 0; columnIndex < missingObservationIndices.size(); columnIndex++) { + Integer missingObservationColumnIndex = missingObservationIndices.get(columnIndex); + m2.setValue(rowIndex, columnIndex, hk[missingObservationRowIndex][missingObservationColumnIndex]); } } - this.mainModel.axpyOnState(1.0, delta); - Results.putValue("pred_a", pred_a, pred_a.getSize(), "analysis step", IResultWriter.OutputLevel.Essential, IResultWriter.MessageType.Step); } - private boolean isReplaceGainAtThisTime(ITime time){ + private boolean isReplaceGainAtThisTime(ITime time){ boolean result=false; if(this.readGainTime!=null){ for(int i=0;i doubleValuesList = new ArrayList<>(); List doubleTimesList = new ArrayList<>(); String[] lineElements = csvReader.readCSVLineTrimElements(); @@ -77,32 +78,6 @@ public void initialize(File workingDir, String[] arguments) { } } - private static int indexOfString(String[] array, String string) { - return indexOfString(array, 0, array.length, string); - } - - private static int indexOfString(String[] array, int pos, int length, String string) { - if (string == null) { - for (int i = pos, n = pos + length; i < n; i++) { - if (array[i] == null) return i; - } - } else { - for (int i = pos, n = pos + length; i < n; i++) { - if (stringEquals(array[i], string)) return i; - } - } - return -1; - } - - private static boolean stringEquals(String s1, String s2) { - if (s1 == s2) return true; - if (s1 == null || s2 == null) return false; - int length = s1.length(); - if (length != s2.length()) return false; - if (s1.hashCode() != s2.hashCode()) return false; - return s1.regionMatches(0, s2, 0, length); // 3 times faster than equals, no cast required - } - private static double[] unboxDoubleArray(Double[] array) { if (array == null) From 98f8fd925442f1b478700f618d628388e484fa61 Mon Sep 17 00:00:00 2001 From: Erik Pelgrim <39620557+erikpelgrim@users.noreply.github.com> Date: Thu, 22 Feb 2024 16:18:19 +0100 Subject: [PATCH 04/24] #342 HK to kalman gain storage --- .../openda/algorithms/kalmanFilter/DEnKF.java | 4 +- .../openda/algorithms/kalmanFilter/EnKF.java | 51 +++++++++++++++++- .../algorithms/kalmanFilter/LocEnKF.java | 6 +-- .../openda/utils/io/KalmanGainStorage.java | 40 +++++++++++--- .../utils/io/KalmanGainStorageTest.java | 23 +++++--- .../KalmanGainStorage.nc | Bin 41999 -> 30224 bytes 6 files changed, 102 insertions(+), 22 deletions(-) diff --git a/algorithms/java/src/org/openda/algorithms/kalmanFilter/DEnKF.java b/algorithms/java/src/org/openda/algorithms/kalmanFilter/DEnKF.java index e788cd7d1..3e550bc93 100644 --- a/algorithms/java/src/org/openda/algorithms/kalmanFilter/DEnKF.java +++ b/algorithms/java/src/org/openda/algorithms/kalmanFilter/DEnKF.java @@ -19,6 +19,7 @@ */ package org.openda.algorithms.kalmanFilter; import org.openda.interfaces.*; +import org.openda.utils.Matrix; import org.openda.utils.Results; /** @@ -101,8 +102,9 @@ public void analysis(IStochObserver obs, IVector obsValues, IVector predictions, // Apply localization to the gain matrix (shur-product) applyLocalizationToGain(obs, Kvecs, ensemblePredictionsForecast, ensembleVectorsForecast); + Matrix hk = computeHK(obs, ensemblePredictionsForecast); // Store kalman gain for future use in this object - storeGainMatrix(obs, analysisTime, Kvecs); + storeGainMatrix(obs, analysisTime, Kvecs, hk); // Multiply Kalman gain with innovations and update model states updateModelWithGain(obs, ensemblePredictionsForecast, ensembleVectorsForecast, Kvecs); diff --git a/algorithms/java/src/org/openda/algorithms/kalmanFilter/EnKF.java b/algorithms/java/src/org/openda/algorithms/kalmanFilter/EnKF.java index 9381d25d6..13eed333a 100644 --- a/algorithms/java/src/org/openda/algorithms/kalmanFilter/EnKF.java +++ b/algorithms/java/src/org/openda/algorithms/kalmanFilter/EnKF.java @@ -423,6 +423,7 @@ protected IVector[] computeGainMatrix(IStochObserver obs, EnsembleVectors ensemb // are not upadted until after the next forecast // H*K = PRED*PRED'*inv(D) timerLinalg.start(); + // This is H*K and should also be written to Kalman Gain Storage Matrix K_pred = new Matrix(m,m); K_pred.multiply(1.0, predMat, E, 0.0, false, false); // pred_a_linear = predAvg + K_pred*(obsVal-predAvg) @@ -444,9 +445,53 @@ protected IVector[] computeGainMatrix(IStochObserver obs, EnsembleVectors ensemb return Kvecs; } + protected Matrix computeHK(IStochObserver obs, EnsembleVectors ensemblePredictions){ + int m = obs.getCount(); // number of observations + int q = this.ensembleSize; // number of ensemble members + + // compute Kalman gain + // D = HPH+R = (1/(q-1))PRED*PRED'+sqrtR*sqrtR' : covariance of + // innovations + timerLinalg.start(); + //H*A^f_k = predMat = prediction of the observed model values, after removing the mean. + Matrix predMat = new Matrix(ensemblePredictions.ensemble); + predMat.scale(Math.sqrt(1.0 / (q - 1.0))); + // System.out.println("predMat="+predMat); + Matrix D = new Matrix(m, m); + D.multiply(1.0, predMat, predMat, 0.0, false, true); + IMatrix sqrtR = obs.getSqrtCovariance().asMatrix(); + D.multiply(1.0, sqrtR, sqrtR, 1.0, false, true); + // System.out.println("PHT="+K); + Matrix inverseD = D.inverse(); + // System.out.println("inverseD="+inverseD); + + // version without large matrices + // K = XI * E with E=PRED'*inv(D) + Matrix E = new Matrix(q, m); + E.multiply(1.0, predMat, inverseD, 0.0, true, false); + + // Compute H*K for linear update of predictions, since for blackbox models the predictions + // are not upadted until after the next forecast + // H*K = PRED*PRED'*inv(D) + timerLinalg.start(); + // This is H*K and should also be written to Kalman Gain Storage + Matrix K_pred = new Matrix(m, m); + K_pred.multiply(1.0, predMat, E, 0.0, false, false); + // pred_a_linear = predAvg + K_pred*(obsVal-predAvg) + IVector innovAvg = obs.getExpectations(); + innovAvg.axpy(-1, ensemblePredictions.mean); + IVector pred_a_linear = ensemblePredictions.mean.clone(); + K_pred.rightMultiply(1.0, innovAvg, 1.0, pred_a_linear); + innovAvg.free(); + timerLinalg.stop(); + + pred_a_linear.free(); + + return K_pred; + } - protected void storeGainMatrix(IStochObserver obs, ITime analysisTime, IVector[] Kvecs){ + protected void storeGainMatrix(IStochObserver obs, ITime analysisTime, IVector[] Kvecs, Matrix hk){ // store kalman gain for future use in this object if(this.saveGainTimes!=null){ @@ -488,6 +533,7 @@ protected void storeGainMatrix(IStochObserver obs, ITime analysisTime, IVector[] +"model = "+this.mainModel.getClass().getSimpleName()+"\n" +"observer = "+obs.getClass().getSimpleName()+"\n"); + gainStorage.setHk(hk.asArray()); gainStorage.writeKalmanGain(this.gainVectors, this.obsId, this.obsTimeOffset); this.gainVectors.clear(); this.obsId.clear(); @@ -576,8 +622,9 @@ public void analysis(IStochObserver obs, IVector obsValues, IVector predictions, this.smoothedGainMatrix.SmoothGain(obs,Kvecs, this.timeRegularisationPerDay, analysisTime); } + Matrix hk = computeHK(obs, ensemblePredictionsForecast); // Store kalman gain for future use in this object - storeGainMatrix(obs, analysisTime, Kvecs); + storeGainMatrix(obs, analysisTime, Kvecs, hk); // Multiply Kalman gain with innovations and update model states updateModelWithGain(obs, ensemblePredictionsForecast, ensembleVectorsForecast, Kvecs); diff --git a/algorithms/java/src/org/openda/algorithms/kalmanFilter/LocEnKF.java b/algorithms/java/src/org/openda/algorithms/kalmanFilter/LocEnKF.java index d908d23b7..56edc2566 100644 --- a/algorithms/java/src/org/openda/algorithms/kalmanFilter/LocEnKF.java +++ b/algorithms/java/src/org/openda/algorithms/kalmanFilter/LocEnKF.java @@ -19,11 +19,8 @@ */ package org.openda.algorithms.kalmanFilter; import org.openda.interfaces.*; -import org.openda.observers.ObserverUtils; import org.openda.utils.Matrix; import org.openda.utils.Results; -import org.openda.utils.io.KalmanGainStorage; -import org.openda.utils.performance.OdaTiming; /** * @author Nils van Velzen based in the initial OpenDA implementation by Martin Verlaan @@ -173,8 +170,9 @@ public void analysis(IStochObserver obs, IVector obsValues, IVector predictions, this.smoothedGainMatrix.SmoothGain(obs,Kvecs, this.timeRegularisationPerDay, analysisTime); } + Matrix hk = computeHK(obs, ensemblePredictionsForecast); // Store kalman gain for future use in this object - storeGainMatrix(lobs, analysisTime, Kvecs); + storeGainMatrix(lobs, analysisTime, Kvecs, hk); // Multiply Kalman gain with innovations and update model states updateModelWithGain(lobs, ensemblePredictionsForecast, ensembleVectorsForecast, Kvecs); diff --git a/core/java/src/org/openda/utils/io/KalmanGainStorage.java b/core/java/src/org/openda/utils/io/KalmanGainStorage.java index 73601e465..b8640064f 100644 --- a/core/java/src/org/openda/utils/io/KalmanGainStorage.java +++ b/core/java/src/org/openda/utils/io/KalmanGainStorage.java @@ -57,6 +57,7 @@ public class KalmanGainStorage { public static final Attribute STATION_IDENTIFICATION_CODE_ATT = new Attribute("long_name", "station identification code"); public static final Attribute TIME_SERIES_ID_ATT = new Attribute("cf_role", "timeseries_id"); public static final Attribute OBSERVATION_OFFSET_LONG_NAME_ATT = new Attribute("long_name", "offset in days for observations"); + public static final Attribute HK_LONG_NAME_ATT = new Attribute("long_name", "HK"); public static final Attribute KALMAN_GAIN_LONG_NAME_ATT = new Attribute("long_name", "kalman gain"); public static final Attribute FRACTIONS_UNIT_ATT = new Attribute("units", "1"); public static int DefaultMaxKeepVectorInXMLSize = 40; @@ -207,19 +208,21 @@ public void writeKalmanGain(HashMap gainVectors, kalmanGainColumns[index] = gainVectors.get(gainId); index++; } - writeKalmanGain(observationIds,observationOffsetsInDays,kalmanGainColumns); + writeKalmanGain(observationIds,observationOffsetsInDays,kalmanGainColumns, hk); } /** * Write the kalman gain matrix to xml file and, in case of large column vectors, to netdcf files. - * @param observationIds The observation identifiers + * + * @param observationIds The observation identifiers * @param observationOffsetsInDays The time offset of the observations, expressed in days, * relative to the time stamp for this kalman gain * (0 means: same time stamp as the gain, - * negative means before the kalman gain time stamp) - * @param kalmanGainColumns The vectors to be written to the kalman gain column files. + * negative means before the kalman gain time stamp) + * @param kalmanGainColumns The vectors to be written to the kalman gain column files. + * @param hk */ - public void writeKalmanGain(String[] observationIds, double[] observationOffsetsInDays, IVector[] kalmanGainColumns) { + public void writeKalmanGain(String[] observationIds, double[] observationOffsetsInDays, IVector[] kalmanGainColumns, double[][] hk) { if (kalmanGainColumns == null || kalmanGainColumns.length == 0 ) { throw new IllegalArgumentException(this.getClass().getName() + ": at least one kalman gain column must be provided"); @@ -237,7 +240,7 @@ public void writeKalmanGain(String[] observationIds, double[] observationOffsets File directoryForStorage = determineStorageDirectory(false); if (this.gainFileType == StorageType.netcdf_cf) { - writeKalmanGainToNetcdfCF(observationIds, observationOffsetsInDays, kalmanGainColumns, directoryForStorage); + writeKalmanGainToNetcdfCF(observationIds, observationOffsetsInDays, kalmanGainColumns, directoryForStorage, hk); return; } @@ -288,7 +291,7 @@ public void writeKalmanGain(String[] observationIds, double[] observationOffsets Results.putMessage("Writing kalman gain to xml took: " + timePassed); } - private void writeKalmanGainToNetcdfCF(String[] observationIds, double[] observationOffsetsInDays, IVector[] kalmanGainColumns, File directoryForStorage) { + private void writeKalmanGainToNetcdfCF(String[] observationIds, double[] observationOffsetsInDays, IVector[] kalmanGainColumns, File directoryForStorage, double[][] hk) { NetcdfFileWriter netcdfFileWriter = null; try { File file = new File(directoryForStorage, kalmanGainStorageFileName); @@ -298,6 +301,7 @@ private void writeKalmanGainToNetcdfCF(String[] observationIds, double[] observa Dimension stationDimension = netcdfFileWriter.addDimension(null, STATION_DIMENSION, observationIds.length); netcdfFileWriter.addDimension(null, CHAR_LENGTH_ID, STATION_ID_CHAR_LENGTH); Variable observationOffsetVariable = createObservationOffsetVariable(netcdfFileWriter); + Variable hkVariable = hk != null ? createHKVariable(netcdfFileWriter) : null; Variable stationVariable = createStationVariable(netcdfFileWriter); KalmanGainVariableData[] kalmanGainVariableData = getKalmanGainVariableData(kalmanGainColumns, netcdfFileWriter, stationDimension); @@ -306,6 +310,7 @@ private void writeKalmanGainToNetcdfCF(String[] observationIds, double[] observa writeStationData(observationIds, netcdfFileWriter, stationVariable); writeTimeStampData(netcdfFileWriter, timeStampVariable); writeObservationOffsetData(observationOffsetsInDays, netcdfFileWriter, observationOffsetVariable); + if (hkVariable != null) writeHK(hk, netcdfFileWriter, hkVariable); for (int observationIndex = 0; observationIndex < kalmanGainColumns.length; observationIndex++) { @@ -368,6 +373,16 @@ private void writeObservationOffsetData(double[] observationOffsetsInDays, Netcd netcdfFileWriter.write(observationOffsetVariable, observationOffsetArray); } + private void writeHK(double[][] hk, NetcdfFileWriter netcdfFileWriter, Variable hkVariable) throws IOException, InvalidRangeException { + ArrayDouble.D2 hkArray = new ArrayDouble.D2(hk.length, hk.length); + for (int i = 0; i < hk.length; i++) { + for (int j = 0; j < hk.length; j++) { + hkArray.set(i, j, hk[i][j]); + } + } + netcdfFileWriter.write(hkVariable, hkArray); + } + private void writeStationData(String[] observationIds, NetcdfFileWriter netcdfFileWriter, Variable stationVariable) throws IOException, InvalidRangeException { ArrayChar.D2 stationArray = new ArrayChar.D2(observationIds.length, STATION_ID_CHAR_LENGTH); for (int i = 0; i < observationIds.length; i++) { @@ -464,6 +479,13 @@ private Variable createObservationOffsetVariable(NetcdfFileWriter netcdfFileWrit return observationOffsetVariable; } + private Variable createHKVariable(NetcdfFileWriter netcdfFileWriter) { + Variable observationOffsetVariable = netcdfFileWriter.addVariable(null, "HK", DataType.DOUBLE, STATION_DIMENSION + ' ' + STATION_DIMENSION); + observationOffsetVariable.addAttribute(HK_LONG_NAME_ATT); + observationOffsetVariable.addAttribute(FRACTIONS_UNIT_ATT); + return observationOffsetVariable; + } + private Variable createTimeStampVariable(NetcdfFileWriter netcdfFileWriter) { Dimension timeStampDimension = netcdfFileWriter.addDimension(null, "time_stamp_dimension", 1); ArrayList dimensionList = new ArrayList<>(); @@ -524,6 +546,10 @@ public double[][] getHk() { return hk; } + public void setHk(double[][] hk) { + this.hk = hk; + } + /** * Read the kalman gain matrix from xml file and, in case of large column vectors, to netdcf files. */ diff --git a/core/java/test/org/openda/utils/io/KalmanGainStorageTest.java b/core/java/test/org/openda/utils/io/KalmanGainStorageTest.java index ea7d4556f..1fba22d99 100644 --- a/core/java/test/org/openda/utils/io/KalmanGainStorageTest.java +++ b/core/java/test/org/openda/utils/io/KalmanGainStorageTest.java @@ -19,7 +19,6 @@ */ package org.openda.utils.io; import junit.framework.TestCase; -import org.joda.time.DateTimeUtils; import org.openda.blackbox.config.BBUtils; import org.openda.costa.CtaTreeVector; import org.openda.costa.CtaVector; @@ -61,7 +60,7 @@ public void testReadWriteKalmanGainXML() throws Exception { KalmanGainStorage kgStorageOut = new KalmanGainStorage(testRunDataDir, timeAsMJD); kgStorageOut.setKalmanGainStorageFileName("kalmanGainStorage_out.xml"); kgStorageOut.writeKalmanGain(kgStorageIn.getObservationIds(), - kgStorageIn.getObservationOffsetInDays(), kgStorageIn.getKalmanGainColumns()); + kgStorageIn.getObservationOffsetInDays(), kgStorageIn.getKalmanGainColumns(), null); testData.FilesAreIdentical( new File(kgStorageDir, "kalmanGainStorage_out.xml"), @@ -82,15 +81,15 @@ public void testReadWriteKalmanGainNetcdfCF() { assertEquals(8, kalmanGainColumnsIn.length); String[] observationIds = kgStorageIn.getObservationIds(); - checkKalmanGainContents(timeAsMJD, kgStorageIn, kalmanGainColumnsIn, observationIds); + checkKalmanGainContents(timeAsMJD, kalmanGainColumnsIn, observationIds, kgStorageIn.getTimeStampAsMjd(), kgStorageIn.getHk()); KalmanGainStorage kgStorageOut = new KalmanGainStorage(testRunDataDir, timeAsMJD); kgStorageOut.setColumnFileType(KalmanGainStorage.StorageType.netcdf_cf); kgStorageOut.setKalmanGainStorageFileName("KalmanGainStorage.nc"); - kgStorageOut.writeKalmanGain(observationIds, kgStorageIn.getObservationOffsetInDays(), kalmanGainColumnsIn); + kgStorageOut.writeKalmanGain(observationIds, kgStorageIn.getObservationOffsetInDays(), kalmanGainColumnsIn, kgStorageIn.getHk()); kgStorageOut.readKalmanGain(); - checkKalmanGainContents(timeAsMJD, kgStorageOut, kgStorageOut.getKalmanGainColumns(), kgStorageOut.getObservationIds()); + checkKalmanGainContents(timeAsMJD, kgStorageOut.getKalmanGainColumns(), kgStorageOut.getObservationIds(), kgStorageOut.getTimeStampAsMjd(), kgStorageOut.getHk()); } public void testReadWriteKalmanGainNetcdfCFHK() throws ParseException { @@ -124,13 +123,13 @@ public void testReadWriteKalmanGainNetcdfCFHK() throws ParseException { } } - private void checkKalmanGainContents(double timeAsMJD, KalmanGainStorage kgStorageIn, IVector[] kalmanGainColumns, String[] observationIds) { + private void checkKalmanGainContents(double timeAsMJD, IVector[] kalmanGainColumns, String[] observationIds, double timeStampFromStorage, double[][] hk) { String[] expectedObservationIds = {"WICK.waterlevel", "VLISSGN.waterlevel", "DENHDR.waterlevel", "NORTHSS.waterlevel", "DOVR.waterlevel", "SHEERNS.waterlevel", "HOEKVHLD.waterlevel", "LOWST.waterlevel"}; for (int i = 0; i < expectedObservationIds.length; i++) { assertEquals(expectedObservationIds[i], observationIds[i]); } - assertEquals(timeAsMJD, kgStorageIn.getTimeStampAsMjd()); + assertEquals(timeAsMJD, timeStampFromStorage); assertEquals(8, kalmanGainColumns.length); IVector firstKalmanGainColumn = kalmanGainColumns[0]; @@ -169,6 +168,14 @@ private void checkKalmanGainContents(double timeAsMJD, KalmanGainStorage kgStora assertEquals(-0.052612, values[434], delta); assertEquals(0.015112, values[435], delta); assertEquals(-0.038791, values[436], delta); + + assertEquals(8, hk.length); + assertEquals(8, hk[0].length); + for (int i = 0; i < hk.length; i++) { + for (int j = 0; j < hk[0].length; j++) { + assertEquals(i * 10 + j, hk[i][j], 0.000001); + } + } } @@ -195,7 +202,7 @@ private void writeAndReadKalmanGain(double timeAsMJD, int columnSize) { KalmanGainStorage kgStorageOut = new KalmanGainStorage(testRunDataDir, timeAsMJD); kgStorageOut.setComment(commentOut); kgStorageOut.setKalmanGainStorageFileName("fourColumnStorage.xml"); - kgStorageOut.writeKalmanGain(observationIdsOut, observationOffsetsInDaysOut, kalmanGainColumnsOut); + kgStorageOut.writeKalmanGain(observationIdsOut, observationOffsetsInDaysOut, kalmanGainColumnsOut, null); // read the kalman gain KalmanGainStorage kgStorageIn = new KalmanGainStorage(testRunDataDir, timeAsMJD); diff --git 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zBL7VVzaQhzFNOZ+|Hr&<@ymp|V55MwKq$^!=Z4KS^4??rLw2RJ`rW2&jE1@*rY6d@hekS}HNwo|bJ+)_#^&o~jf zWy3cEgI{x?sl`S=tv>-I)MBW5>fS*J|AJOP@)xw27k*aQ0{`tG>en{*TRlUBDgsmr= zUJNdM0uAw56~lhQx4c~xE>@)BhWhoyk&X-yyy&(61BEv}I^sNU5BbUN~I>gCqOCb4 z{sV2Yc0b97w7|^F*`i?dxaR*-Jj@M;{tam{(Wjt|imi7aTN++aDd0B_Fhhm#FY;%8 Ql)?Yo_$*xE|JU*V06XcWUjP6A From f463bfcb5fb89ceb034dda4cac8b45ae9841784b Mon Sep 17 00:00:00 2001 From: Erik Pelgrim <39620557+erikpelgrim@users.noreply.github.com> Date: Thu, 29 Feb 2024 13:27:40 +0100 Subject: [PATCH 05/24] #342 Use HK from kalman gain to calculate innovation value for missing observations, take offset into account --- .../org/openda/algorithms/kalmanFilter/SteadyStateFilter.java | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java b/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java index 0a3f218ba..0a9959697 100644 --- a/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java +++ b/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java @@ -283,8 +283,7 @@ private void compensateForMissingObservationsWithHK(double[] obsTimeOffsets, IVe for (int i = 0; i < missingObservationIndices.size(); i++) { Integer missingObservationIndex = missingObservationIndices.get(i); String missingObservationId = gainStorageObservationIdsArray[missingObservationIndex]; - // TODO fix obsTimeOffset - String gainVectorId = missingObservationId + ":" + Math.round(obsTimeOffsets[0] * 24.0 * 3600.0); //conversion to seconds + String gainVectorId = missingObservationId + ":" + Math.round(obsTimeOffsets[i] * 24.0 * 3600.0); //conversion to seconds Results.putProgression("processing obs " + gainVectorId + "\n"); // add to analysis increment for this obs if (this.gainVectors.containsKey(gainVectorId)) { From 38a919fb244545c408913e794cd8d243b1b50a49 Mon Sep 17 00:00:00 2001 From: Erik Pelgrim <39620557+erikpelgrim@users.noreply.github.com> Date: Fri, 12 Apr 2024 17:31:34 +0200 Subject: [PATCH 06/24] #342 Write HK to kalman gain for possibility to calculate innovation value for missing observations in Steady State filtering --- .../AbstractSequentialAlgorithm.java | 7 +++-- .../openda/algorithms/kalmanFilter/DEnKF.java | 2 +- .../openda/algorithms/kalmanFilter/EnKF.java | 30 +++++++++++++++++-- .../algorithms/kalmanFilter/LocEnKF.java | 2 +- .../openda/utils/io/KalmanGainStorage.java | 2 ++ 5 files changed, 35 insertions(+), 8 deletions(-) diff --git a/algorithms/java/src/org/openda/algorithms/kalmanFilter/AbstractSequentialAlgorithm.java b/algorithms/java/src/org/openda/algorithms/kalmanFilter/AbstractSequentialAlgorithm.java index e7a37798a..363ac8926 100644 --- a/algorithms/java/src/org/openda/algorithms/kalmanFilter/AbstractSequentialAlgorithm.java +++ b/algorithms/java/src/org/openda/algorithms/kalmanFilter/AbstractSequentialAlgorithm.java @@ -34,6 +34,7 @@ import java.io.FileFilter; import java.text.ParseException; import java.util.HashMap; +import java.util.LinkedHashMap; import static org.openda.utils.performance.OdaGlobSettings.getTimePrecision; @@ -77,9 +78,9 @@ public abstract class AbstractSequentialAlgorithm extends Instance implements IA // Kalman preparations // - the actual analysis is performed by the filter - protected HashMap gainVectors = new HashMap(); - protected HashMap obsId = new HashMap(); - protected HashMap obsTimeOffset = new HashMap(); + protected HashMap gainVectors = new LinkedHashMap<>(); + protected HashMap obsId = new LinkedHashMap<>(); + protected HashMap obsTimeOffset = new LinkedHashMap<>(); //collecting data for writing output diff --git a/algorithms/java/src/org/openda/algorithms/kalmanFilter/DEnKF.java b/algorithms/java/src/org/openda/algorithms/kalmanFilter/DEnKF.java index 3e550bc93..8853f70e0 100644 --- a/algorithms/java/src/org/openda/algorithms/kalmanFilter/DEnKF.java +++ b/algorithms/java/src/org/openda/algorithms/kalmanFilter/DEnKF.java @@ -102,7 +102,7 @@ public void analysis(IStochObserver obs, IVector obsValues, IVector predictions, // Apply localization to the gain matrix (shur-product) applyLocalizationToGain(obs, Kvecs, ensemblePredictionsForecast, ensembleVectorsForecast); - Matrix hk = computeHK(obs, ensemblePredictionsForecast); + double[][] hk = getHK(obs, ensemblePredictionsForecast); // Store kalman gain for future use in this object storeGainMatrix(obs, analysisTime, Kvecs, hk); diff --git a/algorithms/java/src/org/openda/algorithms/kalmanFilter/EnKF.java b/algorithms/java/src/org/openda/algorithms/kalmanFilter/EnKF.java index 13eed333a..55686e6d8 100644 --- a/algorithms/java/src/org/openda/algorithms/kalmanFilter/EnKF.java +++ b/algorithms/java/src/org/openda/algorithms/kalmanFilter/EnKF.java @@ -491,7 +491,7 @@ protected Matrix computeHK(IStochObserver obs, EnsembleVectors ensemblePredictio return K_pred; } - protected void storeGainMatrix(IStochObserver obs, ITime analysisTime, IVector[] Kvecs, Matrix hk){ + protected void storeGainMatrix(IStochObserver obs, ITime analysisTime, IVector[] Kvecs, double[][] hkArray){ // store kalman gain for future use in this object if(this.saveGainTimes!=null){ @@ -533,7 +533,7 @@ protected void storeGainMatrix(IStochObserver obs, ITime analysisTime, IVector[] +"model = "+this.mainModel.getClass().getSimpleName()+"\n" +"observer = "+obs.getClass().getSimpleName()+"\n"); - gainStorage.setHk(hk.asArray()); + gainStorage.setHk(hkArray); gainStorage.writeKalmanGain(this.gainVectors, this.obsId, this.obsTimeOffset); this.gainVectors.clear(); this.obsId.clear(); @@ -622,7 +622,16 @@ public void analysis(IStochObserver obs, IVector obsValues, IVector predictions, this.smoothedGainMatrix.SmoothGain(obs,Kvecs, this.timeRegularisationPerDay, analysisTime); } - Matrix hk = computeHK(obs, ensemblePredictionsForecast); + + /*ObserverUtils obsUtils = new ObserverUtils(obs); + String[] obsIds = obsUtils.getObsIds(); + double[] obsTimeOffsets = obsUtils.getObsTimeOffsets(analysisTime.getMJD()); + System.out.println("Observation order for writing HK"); + for (int i = 0; i < obsIds.length; i++) { + System.out.printf("ObsId:offset %s:%f%n", obsIds[i], obsTimeOffsets[i]); + }*/ + + double[][] hk = getHK(obs, ensemblePredictionsForecast); // Store kalman gain for future use in this object storeGainMatrix(obs, analysisTime, Kvecs, hk); @@ -652,6 +661,21 @@ public void analysis(IStochObserver obs, IVector obsValues, IVector predictions, System.gc(); } + protected double[][] getHK(IStochObserver obs, EnsembleVectors ensemblePredictionsForecast) { + if (localizationMethod != LocalizationMethodType.none) { + System.out.println("Not computing HK for Kalman Gain Storage because it is not compatible with localization method " + localizationMethod); + return null; + } + Matrix hk = computeHK(obs, ensemblePredictionsForecast); + double[][] array = new double[hk.getNumberOfRows()][hk.getNumberOfRows()]; + for (int i = 0; i < array.length; i++) { + for (int j = 0; j < array[0].length; j++) { + array[i][j] = hk.getValue(i, j); + } + } + return array; + } + @Override protected void restoreGain(File[] tempFiles, File restartTempDir) { // restore the last Kalman gain, in case of EnKF-GS diff --git a/algorithms/java/src/org/openda/algorithms/kalmanFilter/LocEnKF.java b/algorithms/java/src/org/openda/algorithms/kalmanFilter/LocEnKF.java index 56edc2566..12fd546d7 100644 --- a/algorithms/java/src/org/openda/algorithms/kalmanFilter/LocEnKF.java +++ b/algorithms/java/src/org/openda/algorithms/kalmanFilter/LocEnKF.java @@ -170,7 +170,7 @@ public void analysis(IStochObserver obs, IVector obsValues, IVector predictions, this.smoothedGainMatrix.SmoothGain(obs,Kvecs, this.timeRegularisationPerDay, analysisTime); } - Matrix hk = computeHK(obs, ensemblePredictionsForecast); + double[][] hk = getHK(obs, ensemblePredictionsForecast); // Store kalman gain for future use in this object storeGainMatrix(lobs, analysisTime, Kvecs, hk); diff --git a/core/java/src/org/openda/utils/io/KalmanGainStorage.java b/core/java/src/org/openda/utils/io/KalmanGainStorage.java index b8640064f..142eada06 100644 --- a/core/java/src/org/openda/utils/io/KalmanGainStorage.java +++ b/core/java/src/org/openda/utils/io/KalmanGainStorage.java @@ -202,9 +202,11 @@ public void writeKalmanGain(HashMap gainVectors, IVector[] kalmanGainColumns = new IVector[n]; Set gainIds = gainVectors.keySet(); int index=0; + //System.out.println("Observation order for writing kalman gain"); for(String gainId : gainIds){ observationIds[index] = obsId.get(gainId); observationOffsetsInDays[index] = obsTimeOffset.get(gainId); + //System.out.printf("ObsId:offset %s:%f%n", observationIds[index], observationOffsetsInDays[index]); kalmanGainColumns[index] = gainVectors.get(gainId); index++; } From 896c64980df056625b0fe611f9b1ab2bc68c1dd7 Mon Sep 17 00:00:00 2001 From: Erik Pelgrim <39620557+erikpelgrim@users.noreply.github.com> Date: Fri, 10 May 2024 17:04:18 +0200 Subject: [PATCH 07/24] #342 Write HK to kalman gain for possibility to calculate innovation value for missing observations in Steady State filtering, move code to separate inner class --- .../kalmanFilter/SteadyStateFilter.java | 152 +++++++++++------- 1 file changed, 90 insertions(+), 62 deletions(-) diff --git a/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java b/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java index 0a9959697..34a7c504f 100644 --- a/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java +++ b/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java @@ -219,17 +219,8 @@ public void analysis(IStochObserver observations, IVector obsValues, IVector pre int m=innovation.getSize(); IVector pred_a = this.mainModel.getObservationOperator().getObservedValues(observations.getObservationDescriptions()); - boolean compensateForMissingObservationsWithHK = tryCompensatingForMissingObservationWithHK && hk != null; - ArrayList missingObservationIndices = new ArrayList<>(); - ArrayList availableObservationIndicesGainStorage = new ArrayList<>(); - ArrayList availableObservationIndicesObserver = new ArrayList<>(); - if (compensateForMissingObservationsWithHK) fillIndicesArrays(availableObsGainVectorIdArray, missingObservationIndices, availableObservationIndicesGainStorage, availableObservationIndicesObserver); - int numberOfMissingObservations = compensateForMissingObservationsWithHK ? missingObservationIndices.size() : 0; - int numberOfAvailableObservations = compensateForMissingObservationsWithHK ? gainStorageObservationIdsArray.length - numberOfMissingObservations : 0; - Matrix m1 = new Matrix(numberOfMissingObservations, numberOfAvailableObservations); - Matrix m2 = new Matrix(numberOfMissingObservations, numberOfMissingObservations); - fillM1M2Matrices(missingObservationIndices, availableObservationIndicesGainStorage, m1, m2); - Matrix dAvailable = new Matrix(numberOfAvailableObservations, 1); + + HKCalculator hkCalculator = tryCompensatingForMissingObservationWithHK && hk != null ? new HKCalculator(availableObsGainVectorIdArray, this.gainVectors) : null; for (int i = 0; i < m; i++) { // find matching column in steady-state gain @@ -248,13 +239,7 @@ public void analysis(IStochObserver observations, IVector obsValues, IVector pre } System.out.println("Innovation value for " + obsIds[i] + ": " + innovationValue); delta.axpy(innovationValue, gainVector); - if (numberOfAvailableObservations > 0) { - int indexOf = SortUtils.indexOfString(availableObsGainVectorIdArray, gainVectorId); - int indexOfDAvailable = availableObservationIndicesObserver.indexOf(indexOf); - System.out.println("Index in dAvailable " + indexOfDAvailable); - System.out.println(); - dAvailable.setValue(indexOfDAvailable, 0, innovationValue); - } + if (hkCalculator != null && hkCalculator.hasObservationsAvailable()) hkCalculator.setDAvailableValue(gainVectorId, innovationValue); } else { if (hk == null) throw new RuntimeException("No matching column found for observation with id=" + obsIds[i] + "and offset=" + obsTimeOffsets[i] + "\n"); @@ -262,54 +247,11 @@ public void analysis(IStochObserver observations, IVector obsValues, IVector pre } System.out.println(); - if (tryCompensatingForMissingObservationWithHK && numberOfMissingObservations != 0) - compensateForMissingObservationsWithHK(obsTimeOffsets, delta, missingObservationIndices, numberOfMissingObservations, m1, m2, dAvailable); + if (hkCalculator != null && hkCalculator.hasMissingObservations()) hkCalculator.compensateForMissingObservationsWithHK(obsTimeOffsets, delta); this.mainModel.axpyOnState(1.0, delta); Results.putValue("pred_a", pred_a, pred_a.getSize(), "analysis step", IResultWriter.OutputLevel.Essential, IResultWriter.MessageType.Step); } - private void compensateForMissingObservationsWithHK(double[] obsTimeOffsets, IVector delta, ArrayList missingObservationIndices, int numberOfMissingObservations, Matrix m1, Matrix m2, Matrix dAvailable) { - Matrix iMinusM2 = createIMinusM2(numberOfMissingObservations, m2); - System.out.println("Trying to compensate for missing observations using HK from kalman gain storage"); - Matrix inverseIMinusM2 = iMinusM2.inverse(); - Matrix m1DAvailable = m1.mult(dAvailable); - Matrix dMissing = inverseIMinusM2.mult(m1DAvailable); - System.out.println("M1: " + m1); - System.out.println("M2: " + m2); - System.out.println("inverseIMinusM2: " + inverseIMinusM2); - System.out.println("dAvailable: " + dAvailable); - System.out.println("m1DAvailable: " + m1DAvailable); - System.out.println("dMissing: " + dMissing); - for (int i = 0; i < missingObservationIndices.size(); i++) { - Integer missingObservationIndex = missingObservationIndices.get(i); - String missingObservationId = gainStorageObservationIdsArray[missingObservationIndex]; - String gainVectorId = missingObservationId + ":" + Math.round(obsTimeOffsets[i] * 24.0 * 3600.0); //conversion to seconds - Results.putProgression("processing obs " + gainVectorId + "\n"); - // add to analysis increment for this obs - if (this.gainVectors.containsKey(gainVectorId)) { - IVector gainVector = this.gainVectors.get(gainVectorId); - double calculatedInnovation = dMissing.getValue(i, 0); - System.out.println("Calculated innovation for " + missingObservationId + ": " + calculatedInnovation + " index in dMissing: " + i); - delta.axpy(calculatedInnovation, gainVector); - } - } - System.out.println(); - } - - private void fillIndicesArrays(String[] availableObsGainVectorIdArray, ArrayList missingObservationIndices, ArrayList availableObservationIndicesGainStorage, ArrayList availableObservationIndicesObserver) { - for (int i = 0; i < gainVectorIdArray.length; i++) { - String gainVectorId = gainVectorIdArray[i]; - int indexOf = SortUtils.indexOfString(availableObsGainVectorIdArray, gainVectorId); - if (indexOf >= 0) { - availableObservationIndicesGainStorage.add(i); - availableObservationIndicesObserver.add(indexOf); - continue; - } - System.out.printf("Observation for %s missing%n", gainVectorId); - missingObservationIndices.add(i); - } - } - private static String[] getAvailableObsGainVectorIdArray(String[] obsIds, double[] obsTimeOffsets) { String[] availableObsGainVectorIdArray = new String[obsIds.length]; for(int i = 0; i< obsIds.length; i++){ @@ -375,4 +317,90 @@ private void replaceKalmanGain() { } } + class HKCalculator { + private final String[] availableObsGainVectorIdArray; + private final HashMap gainVectors; + ArrayList missingObservationIndices = new ArrayList<>(); + ArrayList availableObservationIndicesGainStorage = new ArrayList<>(); + ArrayList availableObservationIndicesObserver = new ArrayList<>(); + private int numberOfMissingObservations; + private int numberOfAvailableObservations; + private Matrix m1; + private Matrix m2; + private Matrix dAvailable; + + public HKCalculator(String[] availableObsGainVectorIdArray, HashMap gainVectors) { + this.availableObsGainVectorIdArray = availableObsGainVectorIdArray; + this.gainVectors = gainVectors; + createMatrices(); + } + + private void fillIndicesArrays() { + for (int i = 0; i < gainVectorIdArray.length; i++) { + String gainVectorId = gainVectorIdArray[i]; + int indexOf = SortUtils.indexOfString(this.availableObsGainVectorIdArray, gainVectorId); + if (indexOf >= 0) { + this.availableObservationIndicesGainStorage.add(i); + this.availableObservationIndicesObserver.add(indexOf); + continue; + } + System.out.printf("Observation for %s missing%n", gainVectorId); + this.missingObservationIndices.add(i); + } + } + + public void createMatrices() { + fillIndicesArrays(); + numberOfMissingObservations = missingObservationIndices.size(); + numberOfAvailableObservations = gainStorageObservationIdsArray.length - numberOfMissingObservations; + m1 = new Matrix(numberOfMissingObservations, numberOfAvailableObservations); + m2 = new Matrix(numberOfMissingObservations, numberOfMissingObservations); + fillM1M2Matrices(missingObservationIndices, availableObservationIndicesGainStorage, m1, m2); + dAvailable = new Matrix(this.numberOfAvailableObservations, 1); + } + + public boolean hasObservationsAvailable() { + return this.numberOfAvailableObservations > 0; + } + + public void setDAvailableValue(String gainVectorId, double innovationValue) { + int indexOf = SortUtils.indexOfString(availableObsGainVectorIdArray, gainVectorId); + int indexOfDAvailable = availableObservationIndicesObserver.indexOf(indexOf); + System.out.println("Index in dAvailable " + indexOfDAvailable); + System.out.println(); + dAvailable.setValue(indexOfDAvailable, 0, innovationValue); + } + + public boolean hasMissingObservations() { + return this.numberOfMissingObservations > 0; + } + + private void compensateForMissingObservationsWithHK(double[] obsTimeOffsets, IVector delta) { + Matrix iMinusM2 = createIMinusM2(this.numberOfMissingObservations, this.m2); + System.out.println("Trying to compensate for missing observations using HK from kalman gain storage"); + Matrix inverseIMinusM2 = iMinusM2.inverse(); + Matrix m1DAvailable = this.m1.mult(this.dAvailable); + Matrix dMissing = inverseIMinusM2.mult(m1DAvailable); + /*System.out.println("M1: " + m1); + System.out.println("M2: " + m2); + System.out.println("inverseIMinusM2: " + inverseIMinusM2); + System.out.println("dAvailable: " + dAvailable); + System.out.println("m1DAvailable: " + m1DAvailable); + System.out.println("dMissing: " + dMissing);*/ + for (int i = 0; i < this.missingObservationIndices.size(); i++) { + Integer missingObservationIndex = this.missingObservationIndices.get(i); + String missingObservationId = gainStorageObservationIdsArray[missingObservationIndex]; + String gainVectorId = missingObservationId + ":" + Math.round(obsTimeOffsets[i] * 24.0 * 3600.0); //conversion to seconds + Results.putProgression("processing obs " + gainVectorId + "\n"); + // add to analysis increment for this obs + if (this.gainVectors.containsKey(gainVectorId)) { + IVector gainVector = this.gainVectors.get(gainVectorId); + double calculatedInnovation = dMissing.getValue(i, 0); + System.out.println("Calculated innovation for " + missingObservationId + ": " + calculatedInnovation + " index in dMissing: " + i); + delta.axpy(calculatedInnovation, gainVector); + } + } + System.out.println(); + } + } } From e9f83420948e134a050fc32393319b024e067d3e Mon Sep 17 00:00:00 2001 From: Erik Pelgrim <39620557+erikpelgrim@users.noreply.github.com> Date: Fri, 10 May 2024 17:04:37 +0200 Subject: [PATCH 08/24] Revert "#342 Write HK to kalman gain for possibility to calculate innovation value for missing observations in Steady State filtering, move code to separate inner class" This reverts commit 896c64980df056625b0fe611f9b1ab2bc68c1dd7. --- .../kalmanFilter/SteadyStateFilter.java | 152 +++++++----------- 1 file changed, 62 insertions(+), 90 deletions(-) diff --git a/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java b/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java index 34a7c504f..0a9959697 100644 --- a/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java +++ b/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java @@ -219,8 +219,17 @@ public void analysis(IStochObserver observations, IVector obsValues, IVector pre int m=innovation.getSize(); IVector pred_a = this.mainModel.getObservationOperator().getObservedValues(observations.getObservationDescriptions()); - - HKCalculator hkCalculator = tryCompensatingForMissingObservationWithHK && hk != null ? new HKCalculator(availableObsGainVectorIdArray, this.gainVectors) : null; + boolean compensateForMissingObservationsWithHK = tryCompensatingForMissingObservationWithHK && hk != null; + ArrayList missingObservationIndices = new ArrayList<>(); + ArrayList availableObservationIndicesGainStorage = new ArrayList<>(); + ArrayList availableObservationIndicesObserver = new ArrayList<>(); + if (compensateForMissingObservationsWithHK) fillIndicesArrays(availableObsGainVectorIdArray, missingObservationIndices, availableObservationIndicesGainStorage, availableObservationIndicesObserver); + int numberOfMissingObservations = compensateForMissingObservationsWithHK ? missingObservationIndices.size() : 0; + int numberOfAvailableObservations = compensateForMissingObservationsWithHK ? gainStorageObservationIdsArray.length - numberOfMissingObservations : 0; + Matrix m1 = new Matrix(numberOfMissingObservations, numberOfAvailableObservations); + Matrix m2 = new Matrix(numberOfMissingObservations, numberOfMissingObservations); + fillM1M2Matrices(missingObservationIndices, availableObservationIndicesGainStorage, m1, m2); + Matrix dAvailable = new Matrix(numberOfAvailableObservations, 1); for (int i = 0; i < m; i++) { // find matching column in steady-state gain @@ -239,7 +248,13 @@ public void analysis(IStochObserver observations, IVector obsValues, IVector pre } System.out.println("Innovation value for " + obsIds[i] + ": " + innovationValue); delta.axpy(innovationValue, gainVector); - if (hkCalculator != null && hkCalculator.hasObservationsAvailable()) hkCalculator.setDAvailableValue(gainVectorId, innovationValue); + if (numberOfAvailableObservations > 0) { + int indexOf = SortUtils.indexOfString(availableObsGainVectorIdArray, gainVectorId); + int indexOfDAvailable = availableObservationIndicesObserver.indexOf(indexOf); + System.out.println("Index in dAvailable " + indexOfDAvailable); + System.out.println(); + dAvailable.setValue(indexOfDAvailable, 0, innovationValue); + } } else { if (hk == null) throw new RuntimeException("No matching column found for observation with id=" + obsIds[i] + "and offset=" + obsTimeOffsets[i] + "\n"); @@ -247,11 +262,54 @@ public void analysis(IStochObserver observations, IVector obsValues, IVector pre } System.out.println(); - if (hkCalculator != null && hkCalculator.hasMissingObservations()) hkCalculator.compensateForMissingObservationsWithHK(obsTimeOffsets, delta); + if (tryCompensatingForMissingObservationWithHK && numberOfMissingObservations != 0) + compensateForMissingObservationsWithHK(obsTimeOffsets, delta, missingObservationIndices, numberOfMissingObservations, m1, m2, dAvailable); this.mainModel.axpyOnState(1.0, delta); Results.putValue("pred_a", pred_a, pred_a.getSize(), "analysis step", IResultWriter.OutputLevel.Essential, IResultWriter.MessageType.Step); } + private void compensateForMissingObservationsWithHK(double[] obsTimeOffsets, IVector delta, ArrayList missingObservationIndices, int numberOfMissingObservations, Matrix m1, Matrix m2, Matrix dAvailable) { + Matrix iMinusM2 = createIMinusM2(numberOfMissingObservations, m2); + System.out.println("Trying to compensate for missing observations using HK from kalman gain storage"); + Matrix inverseIMinusM2 = iMinusM2.inverse(); + Matrix m1DAvailable = m1.mult(dAvailable); + Matrix dMissing = inverseIMinusM2.mult(m1DAvailable); + System.out.println("M1: " + m1); + System.out.println("M2: " + m2); + System.out.println("inverseIMinusM2: " + inverseIMinusM2); + System.out.println("dAvailable: " + dAvailable); + System.out.println("m1DAvailable: " + m1DAvailable); + System.out.println("dMissing: " + dMissing); + for (int i = 0; i < missingObservationIndices.size(); i++) { + Integer missingObservationIndex = missingObservationIndices.get(i); + String missingObservationId = gainStorageObservationIdsArray[missingObservationIndex]; + String gainVectorId = missingObservationId + ":" + Math.round(obsTimeOffsets[i] * 24.0 * 3600.0); //conversion to seconds + Results.putProgression("processing obs " + gainVectorId + "\n"); + // add to analysis increment for this obs + if (this.gainVectors.containsKey(gainVectorId)) { + IVector gainVector = this.gainVectors.get(gainVectorId); + double calculatedInnovation = dMissing.getValue(i, 0); + System.out.println("Calculated innovation for " + missingObservationId + ": " + calculatedInnovation + " index in dMissing: " + i); + delta.axpy(calculatedInnovation, gainVector); + } + } + System.out.println(); + } + + private void fillIndicesArrays(String[] availableObsGainVectorIdArray, ArrayList missingObservationIndices, ArrayList availableObservationIndicesGainStorage, ArrayList availableObservationIndicesObserver) { + for (int i = 0; i < gainVectorIdArray.length; i++) { + String gainVectorId = gainVectorIdArray[i]; + int indexOf = SortUtils.indexOfString(availableObsGainVectorIdArray, gainVectorId); + if (indexOf >= 0) { + availableObservationIndicesGainStorage.add(i); + availableObservationIndicesObserver.add(indexOf); + continue; + } + System.out.printf("Observation for %s missing%n", gainVectorId); + missingObservationIndices.add(i); + } + } + private static String[] getAvailableObsGainVectorIdArray(String[] obsIds, double[] obsTimeOffsets) { String[] availableObsGainVectorIdArray = new String[obsIds.length]; for(int i = 0; i< obsIds.length; i++){ @@ -317,90 +375,4 @@ private void replaceKalmanGain() { } } - class HKCalculator { - private final String[] availableObsGainVectorIdArray; - private final HashMap gainVectors; - ArrayList missingObservationIndices = new ArrayList<>(); - ArrayList availableObservationIndicesGainStorage = new ArrayList<>(); - ArrayList availableObservationIndicesObserver = new ArrayList<>(); - private int numberOfMissingObservations; - private int numberOfAvailableObservations; - private Matrix m1; - private Matrix m2; - private Matrix dAvailable; - - public HKCalculator(String[] availableObsGainVectorIdArray, HashMap gainVectors) { - this.availableObsGainVectorIdArray = availableObsGainVectorIdArray; - this.gainVectors = gainVectors; - createMatrices(); - } - - private void fillIndicesArrays() { - for (int i = 0; i < gainVectorIdArray.length; i++) { - String gainVectorId = gainVectorIdArray[i]; - int indexOf = SortUtils.indexOfString(this.availableObsGainVectorIdArray, gainVectorId); - if (indexOf >= 0) { - this.availableObservationIndicesGainStorage.add(i); - this.availableObservationIndicesObserver.add(indexOf); - continue; - } - System.out.printf("Observation for %s missing%n", gainVectorId); - this.missingObservationIndices.add(i); - } - } - - public void createMatrices() { - fillIndicesArrays(); - numberOfMissingObservations = missingObservationIndices.size(); - numberOfAvailableObservations = gainStorageObservationIdsArray.length - numberOfMissingObservations; - m1 = new Matrix(numberOfMissingObservations, numberOfAvailableObservations); - m2 = new Matrix(numberOfMissingObservations, numberOfMissingObservations); - fillM1M2Matrices(missingObservationIndices, availableObservationIndicesGainStorage, m1, m2); - dAvailable = new Matrix(this.numberOfAvailableObservations, 1); - } - - public boolean hasObservationsAvailable() { - return this.numberOfAvailableObservations > 0; - } - - public void setDAvailableValue(String gainVectorId, double innovationValue) { - int indexOf = SortUtils.indexOfString(availableObsGainVectorIdArray, gainVectorId); - int indexOfDAvailable = availableObservationIndicesObserver.indexOf(indexOf); - System.out.println("Index in dAvailable " + indexOfDAvailable); - System.out.println(); - dAvailable.setValue(indexOfDAvailable, 0, innovationValue); - } - - public boolean hasMissingObservations() { - return this.numberOfMissingObservations > 0; - } - - private void compensateForMissingObservationsWithHK(double[] obsTimeOffsets, IVector delta) { - Matrix iMinusM2 = createIMinusM2(this.numberOfMissingObservations, this.m2); - System.out.println("Trying to compensate for missing observations using HK from kalman gain storage"); - Matrix inverseIMinusM2 = iMinusM2.inverse(); - Matrix m1DAvailable = this.m1.mult(this.dAvailable); - Matrix dMissing = inverseIMinusM2.mult(m1DAvailable); - /*System.out.println("M1: " + m1); - System.out.println("M2: " + m2); - System.out.println("inverseIMinusM2: " + inverseIMinusM2); - System.out.println("dAvailable: " + dAvailable); - System.out.println("m1DAvailable: " + m1DAvailable); - System.out.println("dMissing: " + dMissing);*/ - for (int i = 0; i < this.missingObservationIndices.size(); i++) { - Integer missingObservationIndex = this.missingObservationIndices.get(i); - String missingObservationId = gainStorageObservationIdsArray[missingObservationIndex]; - String gainVectorId = missingObservationId + ":" + Math.round(obsTimeOffsets[i] * 24.0 * 3600.0); //conversion to seconds - Results.putProgression("processing obs " + gainVectorId + "\n"); - // add to analysis increment for this obs - if (this.gainVectors.containsKey(gainVectorId)) { - IVector gainVector = this.gainVectors.get(gainVectorId); - double calculatedInnovation = dMissing.getValue(i, 0); - System.out.println("Calculated innovation for " + missingObservationId + ": " + calculatedInnovation + " index in dMissing: " + i); - delta.axpy(calculatedInnovation, gainVector); - } - } - System.out.println(); - } - } } From 3268ba4e4d6bebf4e46e947423d859d97322974a Mon Sep 17 00:00:00 2001 From: Erik Pelgrim <39620557+erikpelgrim@users.noreply.github.com> Date: Fri, 10 May 2024 17:10:39 +0200 Subject: [PATCH 09/24] #342 Write HK to kalman gain for possibility to calculate innovation value for missing observations in Steady State filtering, move code to separate inner class --- .../kalmanFilter/SteadyStateFilter.java | 152 +++++++++++------- 1 file changed, 90 insertions(+), 62 deletions(-) diff --git a/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java b/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java index 0a9959697..34a7c504f 100644 --- a/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java +++ b/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java @@ -219,17 +219,8 @@ public void analysis(IStochObserver observations, IVector obsValues, IVector pre int m=innovation.getSize(); IVector pred_a = this.mainModel.getObservationOperator().getObservedValues(observations.getObservationDescriptions()); - boolean compensateForMissingObservationsWithHK = tryCompensatingForMissingObservationWithHK && hk != null; - ArrayList missingObservationIndices = new ArrayList<>(); - ArrayList availableObservationIndicesGainStorage = new ArrayList<>(); - ArrayList availableObservationIndicesObserver = new ArrayList<>(); - if (compensateForMissingObservationsWithHK) fillIndicesArrays(availableObsGainVectorIdArray, missingObservationIndices, availableObservationIndicesGainStorage, availableObservationIndicesObserver); - int numberOfMissingObservations = compensateForMissingObservationsWithHK ? missingObservationIndices.size() : 0; - int numberOfAvailableObservations = compensateForMissingObservationsWithHK ? gainStorageObservationIdsArray.length - numberOfMissingObservations : 0; - Matrix m1 = new Matrix(numberOfMissingObservations, numberOfAvailableObservations); - Matrix m2 = new Matrix(numberOfMissingObservations, numberOfMissingObservations); - fillM1M2Matrices(missingObservationIndices, availableObservationIndicesGainStorage, m1, m2); - Matrix dAvailable = new Matrix(numberOfAvailableObservations, 1); + + HKCalculator hkCalculator = tryCompensatingForMissingObservationWithHK && hk != null ? new HKCalculator(availableObsGainVectorIdArray, this.gainVectors) : null; for (int i = 0; i < m; i++) { // find matching column in steady-state gain @@ -248,13 +239,7 @@ public void analysis(IStochObserver observations, IVector obsValues, IVector pre } System.out.println("Innovation value for " + obsIds[i] + ": " + innovationValue); delta.axpy(innovationValue, gainVector); - if (numberOfAvailableObservations > 0) { - int indexOf = SortUtils.indexOfString(availableObsGainVectorIdArray, gainVectorId); - int indexOfDAvailable = availableObservationIndicesObserver.indexOf(indexOf); - System.out.println("Index in dAvailable " + indexOfDAvailable); - System.out.println(); - dAvailable.setValue(indexOfDAvailable, 0, innovationValue); - } + if (hkCalculator != null && hkCalculator.hasObservationsAvailable()) hkCalculator.setDAvailableValue(gainVectorId, innovationValue); } else { if (hk == null) throw new RuntimeException("No matching column found for observation with id=" + obsIds[i] + "and offset=" + obsTimeOffsets[i] + "\n"); @@ -262,54 +247,11 @@ public void analysis(IStochObserver observations, IVector obsValues, IVector pre } System.out.println(); - if (tryCompensatingForMissingObservationWithHK && numberOfMissingObservations != 0) - compensateForMissingObservationsWithHK(obsTimeOffsets, delta, missingObservationIndices, numberOfMissingObservations, m1, m2, dAvailable); + if (hkCalculator != null && hkCalculator.hasMissingObservations()) hkCalculator.compensateForMissingObservationsWithHK(obsTimeOffsets, delta); this.mainModel.axpyOnState(1.0, delta); Results.putValue("pred_a", pred_a, pred_a.getSize(), "analysis step", IResultWriter.OutputLevel.Essential, IResultWriter.MessageType.Step); } - private void compensateForMissingObservationsWithHK(double[] obsTimeOffsets, IVector delta, ArrayList missingObservationIndices, int numberOfMissingObservations, Matrix m1, Matrix m2, Matrix dAvailable) { - Matrix iMinusM2 = createIMinusM2(numberOfMissingObservations, m2); - System.out.println("Trying to compensate for missing observations using HK from kalman gain storage"); - Matrix inverseIMinusM2 = iMinusM2.inverse(); - Matrix m1DAvailable = m1.mult(dAvailable); - Matrix dMissing = inverseIMinusM2.mult(m1DAvailable); - System.out.println("M1: " + m1); - System.out.println("M2: " + m2); - System.out.println("inverseIMinusM2: " + inverseIMinusM2); - System.out.println("dAvailable: " + dAvailable); - System.out.println("m1DAvailable: " + m1DAvailable); - System.out.println("dMissing: " + dMissing); - for (int i = 0; i < missingObservationIndices.size(); i++) { - Integer missingObservationIndex = missingObservationIndices.get(i); - String missingObservationId = gainStorageObservationIdsArray[missingObservationIndex]; - String gainVectorId = missingObservationId + ":" + Math.round(obsTimeOffsets[i] * 24.0 * 3600.0); //conversion to seconds - Results.putProgression("processing obs " + gainVectorId + "\n"); - // add to analysis increment for this obs - if (this.gainVectors.containsKey(gainVectorId)) { - IVector gainVector = this.gainVectors.get(gainVectorId); - double calculatedInnovation = dMissing.getValue(i, 0); - System.out.println("Calculated innovation for " + missingObservationId + ": " + calculatedInnovation + " index in dMissing: " + i); - delta.axpy(calculatedInnovation, gainVector); - } - } - System.out.println(); - } - - private void fillIndicesArrays(String[] availableObsGainVectorIdArray, ArrayList missingObservationIndices, ArrayList availableObservationIndicesGainStorage, ArrayList availableObservationIndicesObserver) { - for (int i = 0; i < gainVectorIdArray.length; i++) { - String gainVectorId = gainVectorIdArray[i]; - int indexOf = SortUtils.indexOfString(availableObsGainVectorIdArray, gainVectorId); - if (indexOf >= 0) { - availableObservationIndicesGainStorage.add(i); - availableObservationIndicesObserver.add(indexOf); - continue; - } - System.out.printf("Observation for %s missing%n", gainVectorId); - missingObservationIndices.add(i); - } - } - private static String[] getAvailableObsGainVectorIdArray(String[] obsIds, double[] obsTimeOffsets) { String[] availableObsGainVectorIdArray = new String[obsIds.length]; for(int i = 0; i< obsIds.length; i++){ @@ -375,4 +317,90 @@ private void replaceKalmanGain() { } } + class HKCalculator { + private final String[] availableObsGainVectorIdArray; + private final HashMap gainVectors; + ArrayList missingObservationIndices = new ArrayList<>(); + ArrayList availableObservationIndicesGainStorage = new ArrayList<>(); + ArrayList availableObservationIndicesObserver = new ArrayList<>(); + private int numberOfMissingObservations; + private int numberOfAvailableObservations; + private Matrix m1; + private Matrix m2; + private Matrix dAvailable; + + public HKCalculator(String[] availableObsGainVectorIdArray, HashMap gainVectors) { + this.availableObsGainVectorIdArray = availableObsGainVectorIdArray; + this.gainVectors = gainVectors; + createMatrices(); + } + + private void fillIndicesArrays() { + for (int i = 0; i < gainVectorIdArray.length; i++) { + String gainVectorId = gainVectorIdArray[i]; + int indexOf = SortUtils.indexOfString(this.availableObsGainVectorIdArray, gainVectorId); + if (indexOf >= 0) { + this.availableObservationIndicesGainStorage.add(i); + this.availableObservationIndicesObserver.add(indexOf); + continue; + } + System.out.printf("Observation for %s missing%n", gainVectorId); + this.missingObservationIndices.add(i); + } + } + + public void createMatrices() { + fillIndicesArrays(); + numberOfMissingObservations = missingObservationIndices.size(); + numberOfAvailableObservations = gainStorageObservationIdsArray.length - numberOfMissingObservations; + m1 = new Matrix(numberOfMissingObservations, numberOfAvailableObservations); + m2 = new Matrix(numberOfMissingObservations, numberOfMissingObservations); + fillM1M2Matrices(missingObservationIndices, availableObservationIndicesGainStorage, m1, m2); + dAvailable = new Matrix(this.numberOfAvailableObservations, 1); + } + + public boolean hasObservationsAvailable() { + return this.numberOfAvailableObservations > 0; + } + + public void setDAvailableValue(String gainVectorId, double innovationValue) { + int indexOf = SortUtils.indexOfString(availableObsGainVectorIdArray, gainVectorId); + int indexOfDAvailable = availableObservationIndicesObserver.indexOf(indexOf); + System.out.println("Index in dAvailable " + indexOfDAvailable); + System.out.println(); + dAvailable.setValue(indexOfDAvailable, 0, innovationValue); + } + + public boolean hasMissingObservations() { + return this.numberOfMissingObservations > 0; + } + + private void compensateForMissingObservationsWithHK(double[] obsTimeOffsets, IVector delta) { + Matrix iMinusM2 = createIMinusM2(this.numberOfMissingObservations, this.m2); + System.out.println("Trying to compensate for missing observations using HK from kalman gain storage"); + Matrix inverseIMinusM2 = iMinusM2.inverse(); + Matrix m1DAvailable = this.m1.mult(this.dAvailable); + Matrix dMissing = inverseIMinusM2.mult(m1DAvailable); + /*System.out.println("M1: " + m1); + System.out.println("M2: " + m2); + System.out.println("inverseIMinusM2: " + inverseIMinusM2); + System.out.println("dAvailable: " + dAvailable); + System.out.println("m1DAvailable: " + m1DAvailable); + System.out.println("dMissing: " + dMissing);*/ + for (int i = 0; i < this.missingObservationIndices.size(); i++) { + Integer missingObservationIndex = this.missingObservationIndices.get(i); + String missingObservationId = gainStorageObservationIdsArray[missingObservationIndex]; + String gainVectorId = missingObservationId + ":" + Math.round(obsTimeOffsets[i] * 24.0 * 3600.0); //conversion to seconds + Results.putProgression("processing obs " + gainVectorId + "\n"); + // add to analysis increment for this obs + if (this.gainVectors.containsKey(gainVectorId)) { + IVector gainVector = this.gainVectors.get(gainVectorId); + double calculatedInnovation = dMissing.getValue(i, 0); + System.out.println("Calculated innovation for " + missingObservationId + ": " + calculatedInnovation + " index in dMissing: " + i); + delta.axpy(calculatedInnovation, gainVector); + } + } + System.out.println(); + } + } } From 8c19671d212d025b92c6844a7a41d9181e78284a Mon Sep 17 00:00:00 2001 From: Erik Pelgrim <39620557+erikpelgrim@users.noreply.github.com> Date: Fri, 10 May 2024 17:17:43 +0200 Subject: [PATCH 10/24] #342 Write HK to kalman gain for possibility to calculate innovation value for missing observations in Steady State filtering, move code to separate inner class --- .../kalmanFilter/SteadyStateFilter.java | 152 +++++++++++------- 1 file changed, 90 insertions(+), 62 deletions(-) diff --git a/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java b/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java index 0a9959697..34a7c504f 100644 --- a/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java +++ b/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java @@ -219,17 +219,8 @@ public void analysis(IStochObserver observations, IVector obsValues, IVector pre int m=innovation.getSize(); IVector pred_a = this.mainModel.getObservationOperator().getObservedValues(observations.getObservationDescriptions()); - boolean compensateForMissingObservationsWithHK = tryCompensatingForMissingObservationWithHK && hk != null; - ArrayList missingObservationIndices = new ArrayList<>(); - ArrayList availableObservationIndicesGainStorage = new ArrayList<>(); - ArrayList availableObservationIndicesObserver = new ArrayList<>(); - if (compensateForMissingObservationsWithHK) fillIndicesArrays(availableObsGainVectorIdArray, missingObservationIndices, availableObservationIndicesGainStorage, availableObservationIndicesObserver); - int numberOfMissingObservations = compensateForMissingObservationsWithHK ? missingObservationIndices.size() : 0; - int numberOfAvailableObservations = compensateForMissingObservationsWithHK ? gainStorageObservationIdsArray.length - numberOfMissingObservations : 0; - Matrix m1 = new Matrix(numberOfMissingObservations, numberOfAvailableObservations); - Matrix m2 = new Matrix(numberOfMissingObservations, numberOfMissingObservations); - fillM1M2Matrices(missingObservationIndices, availableObservationIndicesGainStorage, m1, m2); - Matrix dAvailable = new Matrix(numberOfAvailableObservations, 1); + + HKCalculator hkCalculator = tryCompensatingForMissingObservationWithHK && hk != null ? new HKCalculator(availableObsGainVectorIdArray, this.gainVectors) : null; for (int i = 0; i < m; i++) { // find matching column in steady-state gain @@ -248,13 +239,7 @@ public void analysis(IStochObserver observations, IVector obsValues, IVector pre } System.out.println("Innovation value for " + obsIds[i] + ": " + innovationValue); delta.axpy(innovationValue, gainVector); - if (numberOfAvailableObservations > 0) { - int indexOf = SortUtils.indexOfString(availableObsGainVectorIdArray, gainVectorId); - int indexOfDAvailable = availableObservationIndicesObserver.indexOf(indexOf); - System.out.println("Index in dAvailable " + indexOfDAvailable); - System.out.println(); - dAvailable.setValue(indexOfDAvailable, 0, innovationValue); - } + if (hkCalculator != null && hkCalculator.hasObservationsAvailable()) hkCalculator.setDAvailableValue(gainVectorId, innovationValue); } else { if (hk == null) throw new RuntimeException("No matching column found for observation with id=" + obsIds[i] + "and offset=" + obsTimeOffsets[i] + "\n"); @@ -262,54 +247,11 @@ public void analysis(IStochObserver observations, IVector obsValues, IVector pre } System.out.println(); - if (tryCompensatingForMissingObservationWithHK && numberOfMissingObservations != 0) - compensateForMissingObservationsWithHK(obsTimeOffsets, delta, missingObservationIndices, numberOfMissingObservations, m1, m2, dAvailable); + if (hkCalculator != null && hkCalculator.hasMissingObservations()) hkCalculator.compensateForMissingObservationsWithHK(obsTimeOffsets, delta); this.mainModel.axpyOnState(1.0, delta); Results.putValue("pred_a", pred_a, pred_a.getSize(), "analysis step", IResultWriter.OutputLevel.Essential, IResultWriter.MessageType.Step); } - private void compensateForMissingObservationsWithHK(double[] obsTimeOffsets, IVector delta, ArrayList missingObservationIndices, int numberOfMissingObservations, Matrix m1, Matrix m2, Matrix dAvailable) { - Matrix iMinusM2 = createIMinusM2(numberOfMissingObservations, m2); - System.out.println("Trying to compensate for missing observations using HK from kalman gain storage"); - Matrix inverseIMinusM2 = iMinusM2.inverse(); - Matrix m1DAvailable = m1.mult(dAvailable); - Matrix dMissing = inverseIMinusM2.mult(m1DAvailable); - System.out.println("M1: " + m1); - System.out.println("M2: " + m2); - System.out.println("inverseIMinusM2: " + inverseIMinusM2); - System.out.println("dAvailable: " + dAvailable); - System.out.println("m1DAvailable: " + m1DAvailable); - System.out.println("dMissing: " + dMissing); - for (int i = 0; i < missingObservationIndices.size(); i++) { - Integer missingObservationIndex = missingObservationIndices.get(i); - String missingObservationId = gainStorageObservationIdsArray[missingObservationIndex]; - String gainVectorId = missingObservationId + ":" + Math.round(obsTimeOffsets[i] * 24.0 * 3600.0); //conversion to seconds - Results.putProgression("processing obs " + gainVectorId + "\n"); - // add to analysis increment for this obs - if (this.gainVectors.containsKey(gainVectorId)) { - IVector gainVector = this.gainVectors.get(gainVectorId); - double calculatedInnovation = dMissing.getValue(i, 0); - System.out.println("Calculated innovation for " + missingObservationId + ": " + calculatedInnovation + " index in dMissing: " + i); - delta.axpy(calculatedInnovation, gainVector); - } - } - System.out.println(); - } - - private void fillIndicesArrays(String[] availableObsGainVectorIdArray, ArrayList missingObservationIndices, ArrayList availableObservationIndicesGainStorage, ArrayList availableObservationIndicesObserver) { - for (int i = 0; i < gainVectorIdArray.length; i++) { - String gainVectorId = gainVectorIdArray[i]; - int indexOf = SortUtils.indexOfString(availableObsGainVectorIdArray, gainVectorId); - if (indexOf >= 0) { - availableObservationIndicesGainStorage.add(i); - availableObservationIndicesObserver.add(indexOf); - continue; - } - System.out.printf("Observation for %s missing%n", gainVectorId); - missingObservationIndices.add(i); - } - } - private static String[] getAvailableObsGainVectorIdArray(String[] obsIds, double[] obsTimeOffsets) { String[] availableObsGainVectorIdArray = new String[obsIds.length]; for(int i = 0; i< obsIds.length; i++){ @@ -375,4 +317,90 @@ private void replaceKalmanGain() { } } + class HKCalculator { + private final String[] availableObsGainVectorIdArray; + private final HashMap gainVectors; + ArrayList missingObservationIndices = new ArrayList<>(); + ArrayList availableObservationIndicesGainStorage = new ArrayList<>(); + ArrayList availableObservationIndicesObserver = new ArrayList<>(); + private int numberOfMissingObservations; + private int numberOfAvailableObservations; + private Matrix m1; + private Matrix m2; + private Matrix dAvailable; + + public HKCalculator(String[] availableObsGainVectorIdArray, HashMap gainVectors) { + this.availableObsGainVectorIdArray = availableObsGainVectorIdArray; + this.gainVectors = gainVectors; + createMatrices(); + } + + private void fillIndicesArrays() { + for (int i = 0; i < gainVectorIdArray.length; i++) { + String gainVectorId = gainVectorIdArray[i]; + int indexOf = SortUtils.indexOfString(this.availableObsGainVectorIdArray, gainVectorId); + if (indexOf >= 0) { + this.availableObservationIndicesGainStorage.add(i); + this.availableObservationIndicesObserver.add(indexOf); + continue; + } + System.out.printf("Observation for %s missing%n", gainVectorId); + this.missingObservationIndices.add(i); + } + } + + public void createMatrices() { + fillIndicesArrays(); + numberOfMissingObservations = missingObservationIndices.size(); + numberOfAvailableObservations = gainStorageObservationIdsArray.length - numberOfMissingObservations; + m1 = new Matrix(numberOfMissingObservations, numberOfAvailableObservations); + m2 = new Matrix(numberOfMissingObservations, numberOfMissingObservations); + fillM1M2Matrices(missingObservationIndices, availableObservationIndicesGainStorage, m1, m2); + dAvailable = new Matrix(this.numberOfAvailableObservations, 1); + } + + public boolean hasObservationsAvailable() { + return this.numberOfAvailableObservations > 0; + } + + public void setDAvailableValue(String gainVectorId, double innovationValue) { + int indexOf = SortUtils.indexOfString(availableObsGainVectorIdArray, gainVectorId); + int indexOfDAvailable = availableObservationIndicesObserver.indexOf(indexOf); + System.out.println("Index in dAvailable " + indexOfDAvailable); + System.out.println(); + dAvailable.setValue(indexOfDAvailable, 0, innovationValue); + } + + public boolean hasMissingObservations() { + return this.numberOfMissingObservations > 0; + } + + private void compensateForMissingObservationsWithHK(double[] obsTimeOffsets, IVector delta) { + Matrix iMinusM2 = createIMinusM2(this.numberOfMissingObservations, this.m2); + System.out.println("Trying to compensate for missing observations using HK from kalman gain storage"); + Matrix inverseIMinusM2 = iMinusM2.inverse(); + Matrix m1DAvailable = this.m1.mult(this.dAvailable); + Matrix dMissing = inverseIMinusM2.mult(m1DAvailable); + /*System.out.println("M1: " + m1); + System.out.println("M2: " + m2); + System.out.println("inverseIMinusM2: " + inverseIMinusM2); + System.out.println("dAvailable: " + dAvailable); + System.out.println("m1DAvailable: " + m1DAvailable); + System.out.println("dMissing: " + dMissing);*/ + for (int i = 0; i < this.missingObservationIndices.size(); i++) { + Integer missingObservationIndex = this.missingObservationIndices.get(i); + String missingObservationId = gainStorageObservationIdsArray[missingObservationIndex]; + String gainVectorId = missingObservationId + ":" + Math.round(obsTimeOffsets[i] * 24.0 * 3600.0); //conversion to seconds + Results.putProgression("processing obs " + gainVectorId + "\n"); + // add to analysis increment for this obs + if (this.gainVectors.containsKey(gainVectorId)) { + IVector gainVector = this.gainVectors.get(gainVectorId); + double calculatedInnovation = dMissing.getValue(i, 0); + System.out.println("Calculated innovation for " + missingObservationId + ": " + calculatedInnovation + " index in dMissing: " + i); + delta.axpy(calculatedInnovation, gainVector); + } + } + System.out.println(); + } + } } From 3724f4cc7347f90d1206a5826acc34761cfa3c2a Mon Sep 17 00:00:00 2001 From: Erik Pelgrim <39620557+erikpelgrim@users.noreply.github.com> Date: Thu, 11 Jul 2024 17:32:30 +0200 Subject: [PATCH 11/24] #385 Support multiple state vectors in writing kalman gain to netcdf_cf --- .../java/src/org/openda/utils/TreeVector.java | 4 + .../openda/utils/io/KalmanGainStorage.java | 20 ++-- .../utils/io/KalmanGainStorageTest.java | 93 ++++++++++++++++++- 3 files changed, 107 insertions(+), 10 deletions(-) diff --git a/core/java/src/org/openda/utils/TreeVector.java b/core/java/src/org/openda/utils/TreeVector.java index 7c4b30709..2aca57496 100644 --- a/core/java/src/org/openda/utils/TreeVector.java +++ b/core/java/src/org/openda/utils/TreeVector.java @@ -168,6 +168,10 @@ public ITreeVector getSubTreeVector(String id) { throw new RuntimeException("TreeVector.getSubTreeVector(): Child " + id + " not found"); } + public ITreeVector getSubTreeVector(int index) { + return subTreeVectors.get(index); + } + public IDimensionIndex[] getDimensionIndices() { return dimensions; } diff --git a/core/java/src/org/openda/utils/io/KalmanGainStorage.java b/core/java/src/org/openda/utils/io/KalmanGainStorage.java index 142eada06..afc96f077 100644 --- a/core/java/src/org/openda/utils/io/KalmanGainStorage.java +++ b/core/java/src/org/openda/utils/io/KalmanGainStorage.java @@ -401,15 +401,15 @@ private void writeTimeStampData(NetcdfFileWriter netcdfFileWriter, Variable time } private KalmanGainVariableData[] getKalmanGainVariableData(IVector[] kalmanGainColumns, NetcdfFileWriter netcdfFileWriter, Dimension stationDimension) { - ITreeVector kalmanGainColumn = (ITreeVector) kalmanGainColumns[0]; + TreeVector kalmanGainColumn = (TreeVector) kalmanGainColumns[0]; ArrayList subTreeVectorIds = kalmanGainColumn.getSubTreeVectorIds(); KalmanGainVariableData[] kalmanGainVariableData = new KalmanGainVariableData[subTreeVectorIds.size()]; - for (int j = 0; j < subTreeVectorIds.size(); j++) { + for (int subTreeIndex = 0; subTreeIndex < subTreeVectorIds.size(); subTreeIndex++) { ArrayList vectorIds = new ArrayList<>(); String variableId = null; - String subTreeVectorId = subTreeVectorIds.get(j); + String subTreeVectorId = subTreeVectorIds.get(subTreeIndex); vectorIds.add(subTreeVectorId); - ITreeVector subTreeVector = kalmanGainColumn.getSubTreeVector(subTreeVectorId); + ITreeVector subTreeVector = kalmanGainColumn.getSubTreeVector(subTreeIndex); IDimensionIndex[] dimensionIndices = subTreeVector.getDimensionIndices(); int[] shape = null; ITreeVector dataVector = null; @@ -442,7 +442,7 @@ private KalmanGainVariableData[] getKalmanGainVariableData(IVector[] kalmanGainC } } assert shape != null; - kalmanGainVariableData[j] = createKalmanGainVariableData(netcdfFileWriter, stationDimension, vectorIds, variableId, shape, dataVector); + kalmanGainVariableData[subTreeIndex] = createKalmanGainVariableData(netcdfFileWriter, stationDimension, vectorIds, variableId, shape, dataVector); } return kalmanGainVariableData; } @@ -510,7 +510,15 @@ private ITreeVector getDataVector(ITreeVector kalmanGainColumnForObservation, Ka if (contains) return kalmanGainColumnForObservation.getSubTreeVector(variableId); ArrayList vectorIds = kalmanGainVariableDatum.getVectorIds(); String parentVectorId = vectorIds.get(0); - return kalmanGainColumnForObservation.getSubTreeVector(parentVectorId).getSubTreeVector(variableId); + + TreeVector treeVector = (TreeVector) kalmanGainColumnForObservation; + for (int i = 0; i < treeVector.getSubTreeVectorIds().size() ; i++) { + ITreeVector subTreeVector = treeVector.getSubTreeVector(i); + if (!parentVectorId.equals(subTreeVector.getId())) continue; + if (!subTreeVector.getSubTreeVectorIds().contains(variableId)) continue; + return subTreeVector.getSubTreeVector(variableId); + } + throw new IllegalStateException("Program error: Cannot find variable " + variableId + " in Kalman Gain Storage."); } /** diff --git a/core/java/test/org/openda/utils/io/KalmanGainStorageTest.java b/core/java/test/org/openda/utils/io/KalmanGainStorageTest.java index 1fba22d99..b85f60c58 100644 --- a/core/java/test/org/openda/utils/io/KalmanGainStorageTest.java +++ b/core/java/test/org/openda/utils/io/KalmanGainStorageTest.java @@ -22,6 +22,7 @@ import org.openda.blackbox.config.BBUtils; import org.openda.costa.CtaTreeVector; import org.openda.costa.CtaVector; +import org.openda.interfaces.ITreeVector; import org.openda.exchange.timeseries.TimeUtils; import org.openda.interfaces.IVector; import org.openda.utils.OpenDaTestSupport; @@ -81,7 +82,7 @@ public void testReadWriteKalmanGainNetcdfCF() { assertEquals(8, kalmanGainColumnsIn.length); String[] observationIds = kgStorageIn.getObservationIds(); - checkKalmanGainContents(timeAsMJD, kalmanGainColumnsIn, observationIds, kgStorageIn.getTimeStampAsMjd(), kgStorageIn.getHk()); + checkKalmanGainContents(timeAsMJD, kgStorageIn, kalmanGainColumnsIn, observationIds); KalmanGainStorage kgStorageOut = new KalmanGainStorage(testRunDataDir, timeAsMJD); kgStorageOut.setColumnFileType(KalmanGainStorage.StorageType.netcdf_cf); @@ -89,7 +90,7 @@ public void testReadWriteKalmanGainNetcdfCF() { kgStorageOut.writeKalmanGain(observationIds, kgStorageIn.getObservationOffsetInDays(), kalmanGainColumnsIn, kgStorageIn.getHk()); kgStorageOut.readKalmanGain(); - checkKalmanGainContents(timeAsMJD, kgStorageOut.getKalmanGainColumns(), kgStorageOut.getObservationIds(), kgStorageOut.getTimeStampAsMjd(), kgStorageOut.getHk()); + checkKalmanGainContents(timeAsMJD, kgStorageOut, kgStorageOut.getKalmanGainColumns(), kgStorageOut.getObservationIds()); } public void testReadWriteKalmanGainNetcdfCFHK() throws ParseException { @@ -123,13 +124,37 @@ public void testReadWriteKalmanGainNetcdfCFHK() throws ParseException { } } - private void checkKalmanGainContents(double timeAsMJD, IVector[] kalmanGainColumns, String[] observationIds, double timeStampFromStorage, double[][] hk) { + public void testReadWriteKalmanGainNetcdfCFDoubleState() { + + double timeAsMJD = 60310; + + KalmanGainStorage kgStorageIn = new KalmanGainStorage(testRunDataDir, timeAsMJD); + kgStorageIn.setColumnFileType(KalmanGainStorage.StorageType.netcdf_cf); + kgStorageIn.setKalmanGainStorageFileName("KalmanGainStorage.nc"); + kgStorageIn.readKalmanGain(); + + IVector[] kalmanGainColumnsIn = kgStorageIn.getKalmanGainColumns(); + assertEquals(8, kalmanGainColumnsIn.length); + + String[] observationIds = kgStorageIn.getObservationIds(); + checkKalmanGainContentsDoubleState(timeAsMJD, kgStorageIn, kalmanGainColumnsIn, observationIds); + + KalmanGainStorage kgStorageOut = new KalmanGainStorage(testRunDataDir, timeAsMJD); + kgStorageOut.setColumnFileType(KalmanGainStorage.StorageType.netcdf_cf); + kgStorageOut.setKalmanGainStorageFileName("KalmanGainStorage.nc"); + kgStorageOut.writeKalmanGain(observationIds, kgStorageIn.getObservationOffsetInDays(), kalmanGainColumnsIn, null); + kgStorageOut.readKalmanGain(); + + checkKalmanGainContentsDoubleState(timeAsMJD, kgStorageOut, kgStorageOut.getKalmanGainColumns(), kgStorageOut.getObservationIds()); + } + + private void checkKalmanGainContents(double timeAsMJD, KalmanGainStorage kgStorageIn, IVector[] kalmanGainColumns, String[] observationIds) { String[] expectedObservationIds = {"WICK.waterlevel", "VLISSGN.waterlevel", "DENHDR.waterlevel", "NORTHSS.waterlevel", "DOVR.waterlevel", "SHEERNS.waterlevel", "HOEKVHLD.waterlevel", "LOWST.waterlevel"}; for (int i = 0; i < expectedObservationIds.length; i++) { assertEquals(expectedObservationIds[i], observationIds[i]); } - assertEquals(timeAsMJD, timeStampFromStorage); + assertEquals(timeAsMJD, kgStorageIn.getTimeStampAsMjd()); assertEquals(8, kalmanGainColumns.length); IVector firstKalmanGainColumn = kalmanGainColumns[0]; @@ -169,6 +194,8 @@ private void checkKalmanGainContents(double timeAsMJD, IVector[] kalmanGainColum assertEquals(0.015112, values[435], delta); assertEquals(-0.038791, values[436], delta); + double[][] hk = kgStorageIn.getHk(); + assertEquals(8, hk.length); assertEquals(8, hk[0].length); for (int i = 0; i < hk.length; i++) { @@ -178,6 +205,64 @@ private void checkKalmanGainContents(double timeAsMJD, IVector[] kalmanGainColum } } + private void checkKalmanGainContentsDoubleState(double timeAsMJD, KalmanGainStorage kgStorageIn, IVector[] kalmanGainColumns, String[] observationIds) { + String[] expectedObservationIds = {"WICK.waterlevel", "VLISSGN.waterlevel", "DENHDR.waterlevel", "NORTHSS.waterlevel", "DOVR.waterlevel", "SHEERNS.waterlevel", "HOEKVHLD.waterlevel", "LOWST.waterlevel"}; + for (int i = 0; i < expectedObservationIds.length; i++) { + assertEquals(expectedObservationIds[i], observationIds[i]); + } + + assertEquals(timeAsMJD, kgStorageIn.getTimeStampAsMjd()); + + assertEquals(8, kalmanGainColumns.length); + IVector firstKalmanGainColumn = kalmanGainColumns[0]; + assertEquals(35, firstKalmanGainColumn.getSize()); + assertTrue(firstKalmanGainColumn instanceof TreeVector); + TreeVector firstTreeVector = (TreeVector) firstKalmanGainColumn; + String id = firstTreeVector.getId(); + assertEquals("state", id); + ArrayList subTreeVectorIds = firstTreeVector.getSubTreeVectorIds(); + assertEquals(3, subTreeVectorIds.size()); + + assertEquals("state", subTreeVectorIds.get(0)); + TreeVector stateTreeVector = (TreeVector) firstTreeVector.getSubTreeVector("state"); + ArrayList stateSubTreeVectorIds = stateTreeVector.getSubTreeVectorIds(); + assertEquals(1, stateSubTreeVectorIds.size()); + assertEquals("NoiseX", stateSubTreeVectorIds.get(0)); + + double[] firstStateValues = stateTreeVector.getValues(); + double delta = 0.000001; + assertEquals(0, firstStateValues[0], delta); + assertEquals(1, firstStateValues[1], delta); + assertEquals(2, firstStateValues[2], delta); + assertEquals(13, firstStateValues[13], delta); + assertEquals(14, firstStateValues[14], delta); + + ITreeVector secondStateTreeVector = firstTreeVector.getSubTreeVector(1); + assertEquals("state", secondStateTreeVector.getId()); + ArrayList secondStateSubTreeVectorIds = secondStateTreeVector.getSubTreeVectorIds(); + assertEquals(1, secondStateSubTreeVectorIds.size()); + assertEquals("NoiseY", secondStateSubTreeVectorIds.get(0)); + + double[] secondStateValues = secondStateTreeVector.getValues(); + assertEquals(120 - 0, secondStateValues[0], delta); + assertEquals(120 - 1, secondStateValues[1], delta); + assertEquals(120 - 2, secondStateValues[2], delta); + assertEquals(120 - 13, secondStateValues[13], delta); + assertEquals(120 - 14, secondStateValues[14], delta); + + ITreeVector s1TreeVector = firstTreeVector.getSubTreeVector(2); + ArrayList s1SubTreeVectorIds = s1TreeVector.getSubTreeVectorIds(); + assertTrue(s1SubTreeVectorIds.isEmpty()); + + double[] s1Values = s1TreeVector.getValues(); + + assertEquals(-0.049176, s1Values[0], delta); + assertEquals(-0.018843, s1Values[1], delta); + assertEquals(-0.052612, s1Values[2], delta); + assertEquals(0.015112, s1Values[3], delta); + assertEquals(-0.038791, s1Values[4], delta); + } + public void testWriteReadKalmanGainXML() throws Exception { double timeAsMJD = 55615.00; // 2011-02-23T00:00:00GMT 2011-02-23T01:00:00CET From 4c23b94b306e65943b137e33a64fecb0bbcfb0b1 Mon Sep 17 00:00:00 2001 From: Erik Pelgrim Date: Fri, 18 Apr 2025 14:47:30 +0200 Subject: [PATCH 12/24] #342 merge recent changes into feature branch --- .../utils/io/KalmanGainStorageTest.java | 83 +------------------ 1 file changed, 1 insertion(+), 82 deletions(-) diff --git a/core/java/test/org/openda/utils/io/KalmanGainStorageTest.java b/core/java/test/org/openda/utils/io/KalmanGainStorageTest.java index 6764577b2..42ad4ccc7 100644 --- a/core/java/test/org/openda/utils/io/KalmanGainStorageTest.java +++ b/core/java/test/org/openda/utils/io/KalmanGainStorageTest.java @@ -22,6 +22,7 @@ import org.openda.blackbox.config.BBUtils; import org.openda.costa.CtaTreeVector; import org.openda.costa.CtaVector; +import org.openda.exchange.timeseries.TimeUtils; import org.openda.interfaces.ITreeVector; import org.openda.interfaces.IVector; import org.openda.utils.OpenDaTestSupport; @@ -262,88 +263,6 @@ private void checkKalmanGainContentsDoubleState(double timeAsMJD, KalmanGainStor assertEquals(-0.038791, s1Values[4], delta); } - public void testReadWriteKalmanGainNetcdfCFDoubleState() { - - double timeAsMJD = 60310; - - KalmanGainStorage kgStorageIn = new KalmanGainStorage(testRunDataDir, timeAsMJD); - kgStorageIn.setColumnFileType(KalmanGainStorage.StorageType.netcdf_cf); - kgStorageIn.setKalmanGainStorageFileName("KalmanGainStorage.nc"); - kgStorageIn.readKalmanGain(); - - IVector[] kalmanGainColumnsIn = kgStorageIn.getKalmanGainColumns(); - assertEquals(8, kalmanGainColumnsIn.length); - - String[] observationIds = kgStorageIn.getObservationIds(); - checkKalmanGainContentsDoubleState(timeAsMJD, kgStorageIn, kalmanGainColumnsIn, observationIds); - - KalmanGainStorage kgStorageOut = new KalmanGainStorage(testRunDataDir, timeAsMJD); - kgStorageOut.setColumnFileType(KalmanGainStorage.StorageType.netcdf_cf); - kgStorageOut.setKalmanGainStorageFileName("KalmanGainStorage.nc"); - kgStorageOut.writeKalmanGain(observationIds, kgStorageIn.getObservationOffsetInDays(), kalmanGainColumnsIn); - kgStorageOut.readKalmanGain(); - - checkKalmanGainContentsDoubleState(timeAsMJD, kgStorageOut, kgStorageOut.getKalmanGainColumns(), kgStorageOut.getObservationIds()); - } - - private void checkKalmanGainContentsDoubleState(double timeAsMJD, KalmanGainStorage kgStorageIn, IVector[] kalmanGainColumns, String[] observationIds) { - String[] expectedObservationIds = {"WICK.waterlevel", "VLISSGN.waterlevel", "DENHDR.waterlevel", "NORTHSS.waterlevel", "DOVR.waterlevel", "SHEERNS.waterlevel", "HOEKVHLD.waterlevel", "LOWST.waterlevel"}; - for (int i = 0; i < expectedObservationIds.length; i++) { - assertEquals(expectedObservationIds[i], observationIds[i]); - } - - assertEquals(timeAsMJD, kgStorageIn.getTimeStampAsMjd()); - - assertEquals(8, kalmanGainColumns.length); - IVector firstKalmanGainColumn = kalmanGainColumns[0]; - assertEquals(35, firstKalmanGainColumn.getSize()); - assertTrue(firstKalmanGainColumn instanceof TreeVector); - TreeVector firstTreeVector = (TreeVector) firstKalmanGainColumn; - String id = firstTreeVector.getId(); - assertEquals("state", id); - ArrayList subTreeVectorIds = firstTreeVector.getSubTreeVectorIds(); - assertEquals(3, subTreeVectorIds.size()); - - assertEquals("state", subTreeVectorIds.get(0)); - TreeVector stateTreeVector = (TreeVector) firstTreeVector.getSubTreeVector("state"); - ArrayList stateSubTreeVectorIds = stateTreeVector.getSubTreeVectorIds(); - assertEquals(1, stateSubTreeVectorIds.size()); - assertEquals("NoiseX", stateSubTreeVectorIds.get(0)); - - double[] firstStateValues = stateTreeVector.getValues(); - double delta = 0.000001; - assertEquals(0, firstStateValues[0], delta); - assertEquals(1, firstStateValues[1], delta); - assertEquals(2, firstStateValues[2], delta); - assertEquals(13, firstStateValues[13], delta); - assertEquals(14, firstStateValues[14], delta); - - ITreeVector secondStateTreeVector = firstTreeVector.getSubTreeVector(1); - assertEquals("state", secondStateTreeVector.getId()); - ArrayList secondStateSubTreeVectorIds = secondStateTreeVector.getSubTreeVectorIds(); - assertEquals(1, secondStateSubTreeVectorIds.size()); - assertEquals("NoiseY", secondStateSubTreeVectorIds.get(0)); - - double[] secondStateValues = secondStateTreeVector.getValues(); - assertEquals(120 - 0, secondStateValues[0], delta); - assertEquals(120 - 1, secondStateValues[1], delta); - assertEquals(120 - 2, secondStateValues[2], delta); - assertEquals(120 - 13, secondStateValues[13], delta); - assertEquals(120 - 14, secondStateValues[14], delta); - - ITreeVector s1TreeVector = firstTreeVector.getSubTreeVector(2); - ArrayList s1SubTreeVectorIds = s1TreeVector.getSubTreeVectorIds(); - assertTrue(s1SubTreeVectorIds.isEmpty()); - - double[] s1Values = s1TreeVector.getValues(); - - assertEquals(-0.049176, s1Values[0], delta); - assertEquals(-0.018843, s1Values[1], delta); - assertEquals(-0.052612, s1Values[2], delta); - assertEquals(0.015112, s1Values[3], delta); - assertEquals(-0.038791, s1Values[4], delta); - } - public void testWriteReadKalmanGainXML() throws Exception { double timeAsMJD = 55615.00; // 2011-02-23T00:00:00GMT 2011-02-23T01:00:00CET From c0253404bf9a2db414e2277a351a2410d379235a Mon Sep 17 00:00:00 2001 From: Erik Pelgrim Date: Fri, 18 Apr 2025 17:19:11 +0200 Subject: [PATCH 13/24] #342 calculate rho between observations, first draft --- .../openda/algorithms/kalmanFilter/EnKF.java | 31 +++++++++++++++++-- .../wrapper/BBStochModelInstance.java | 28 +++++++++++++++++ .../org/openda/interfaces/IModelInstance.java | 13 ++++++++ 3 files changed, 69 insertions(+), 3 deletions(-) diff --git a/algorithms/java/src/org/openda/algorithms/kalmanFilter/EnKF.java b/algorithms/java/src/org/openda/algorithms/kalmanFilter/EnKF.java index 55686e6d8..8e402a709 100644 --- a/algorithms/java/src/org/openda/algorithms/kalmanFilter/EnKF.java +++ b/algorithms/java/src/org/openda/algorithms/kalmanFilter/EnKF.java @@ -23,13 +23,16 @@ import org.openda.observers.ObserverUtils; import org.openda.utils.Matrix; import org.openda.utils.Results; +import org.openda.utils.Vector; import org.openda.utils.io.FileBasedModelState; import org.openda.utils.io.KalmanGainStorage; import org.openda.utils.performance.OdaTiming; import java.io.File; import java.io.FileFilter; +import java.util.Arrays; import java.util.HashMap; +import java.util.List; /** * @author Nils van Velzen based in the initial OpenDA implementation by Martin Verlaan @@ -275,8 +278,18 @@ protected void localizationHamill(IStochObserver obs, IVector[] Kvecs, int[] col if (write_output) { System.out.print("Applying localization method according to Hamill\n"); } + + IObservationDescriptions observationDescriptions = obs.getObservationDescriptions(); + int observationCount = observationDescriptions.getObservationCount(); + System.out.println("Number of observations: " + observationCount); + List exchangeItems = observationDescriptions.getExchangeItems(); + System.out.println("Number of exchange items: " + exchangeItems.size()); + for (IExchangeItem exchangeItem : exchangeItems) { + System.out.println(exchangeItem.getId()); + } + // Get the localization correlation matrix for the ensemble - IVector[] rho = this.ensemble[0].getObservedLocalization(obs.getObservationDescriptions(), this.distance); + IVector[] rho = this.ensemble[0].getObservedLocalization(observationDescriptions, this.distance); for(int i=0; i Date: Tue, 22 Apr 2025 14:19:17 +0200 Subject: [PATCH 14/24] #342 calculate rho between observations, calculate in meters --- .../blackbox/wrapper/BBStochModelInstance.java | 15 ++------------- .../org/openda/exchange/ArrayGeometryInfo.java | 2 +- .../org/openda/exchange/PointGeometryInfo.java | 1 + 3 files changed, 4 insertions(+), 14 deletions(-) diff --git a/core/java/src/org/openda/blackbox/wrapper/BBStochModelInstance.java b/core/java/src/org/openda/blackbox/wrapper/BBStochModelInstance.java index 7dc982e89..aebfb6f36 100644 --- a/core/java/src/org/openda/blackbox/wrapper/BBStochModelInstance.java +++ b/core/java/src/org/openda/blackbox/wrapper/BBStochModelInstance.java @@ -1302,24 +1302,18 @@ public IVector[] getObservedLocalization(IObservationDescriptions observationDes } public IVector[] getRhoForLocalization(IObservationDescriptions observationDescriptions, double distance) { - - - - // For each observation description, return a vector with the size of the state, containing the weight factors // Distance is delegated to the ExchangeItem and then apply the Gaspari-Cohn function. - //IVector[] modelObservedLocalization = model.getObservedLocalization(observationDescriptions, distance); IVector xObs = observationDescriptions.getValueProperties("xposition"); IVector yObs = observationDescriptions.getValueProperties("yposition"); IVector zObs = observationDescriptions.getValueProperties("height"); - String[] obsId = observationDescriptions.getStringProperties("id"); int obsCount = observationDescriptions.getObservationCount(); IVector[] obsVectorArray = new IVector[obsCount]; + List exchangeItems = observationDescriptions.getExchangeItems(); for (int i = 0; i < obsCount; i++) { double[] weightsObservation = new double[obsCount]; for (int j = 0; j < obsCount; j++) { - // TODO EP: convert to meters if needed - double obsDistance = Math.sqrt(Math.pow(xObs.getValue(i) - xObs.getValue(j), 2) + Math.pow(yObs.getValue(i) - yObs.getValue(j), 2)); + double obsDistance = exchangeItems.get(i).getGeometryInfo().distanceToPoint(xObs.getValue(j), yObs.getValue(j), zObs.getValue(j)).getValueAsDouble(0); weightsObservation[j] = GeometryUtils.calculateCohnWeight(obsDistance, distance); } @@ -1329,7 +1323,6 @@ public IVector[] getRhoForLocalization(IObservationDescriptions observationDescr return obsVectorArray; } - //private IVector getLocalizedCohnWeights(String obsId, double distanceCohnMeters, double xObs, double yObs, double zObs){ private ITreeVector getLocalizedCohnWeights(String obsId, double distanceCohnMeters, double xObs, double yObs, double zObs){ //IVector iWeightsVector = new IVector; @@ -1337,7 +1330,6 @@ private ITreeVector getLocalizedCohnWeights(String obsId, double distanceCohnMet Collection vectorCollection = this.bbStochModelVectorsConfig.getStateConfig().getVectorCollection(); - //int k=0; for (BBStochModelVectorConfig vectorConfig : vectorCollection) { String id = vectorConfig.getId(); IExchangeItem prevExchangeItem = getExchangeItem(id); @@ -1350,14 +1342,11 @@ private ITreeVector getLocalizedCohnWeights(String obsId, double distanceCohnMet for (int xy = 0; xy < distancesForExchangeItem.length; xy++) { weightsForExchangeItem[xy] = GeometryUtils.calculateCohnWeight(distancesForExchangeItem[xy], distanceCohnMeters); - //k++; } treeVector.addChild(prevExchangeItem.getId(), weightsForExchangeItem); - //iWeightsVector[k] = weightsForExchangeItem; } } return treeVector; - //return iWeightsVector; } diff --git a/core/java/src/org/openda/exchange/ArrayGeometryInfo.java b/core/java/src/org/openda/exchange/ArrayGeometryInfo.java index 0eb4eda4e..141a40f9a 100644 --- a/core/java/src/org/openda/exchange/ArrayGeometryInfo.java +++ b/core/java/src/org/openda/exchange/ArrayGeometryInfo.java @@ -52,7 +52,7 @@ public class ArrayGeometryInfo implements IArrayGeometryInfo { boolean is3D; // Added to check if distance needs to be converted to meters // Before it always assumed it was WGS84 and calculated the "distances" in lat lon which gives unrealistic results since it depends on the exact location on earth - private boolean isWGS84; + boolean isWGS84; /** * latitudeValueIndices contains for each dimension in the latitudeCoordinateValues array diff --git a/core/java/src/org/openda/exchange/PointGeometryInfo.java b/core/java/src/org/openda/exchange/PointGeometryInfo.java index 790cd127d..8fb06a688 100644 --- a/core/java/src/org/openda/exchange/PointGeometryInfo.java +++ b/core/java/src/org/openda/exchange/PointGeometryInfo.java @@ -54,6 +54,7 @@ public PointGeometryInfo(double longitude, double latitude, double height){ this.setInfo(latitudeArray, latitudeValueIndices, latitudeQuantityInfo, longitudeArray, longitudeValueIndices, longitudeQuantityInfo, heightArray, heightValueIndices, heightQuantityInfo); + isWGS84 = true; } public double getLatitude(){ From 4d44674c40018864f42b4724a12b5cdaef7c6437 Mon Sep 17 00:00:00 2001 From: Erik Pelgrim Date: Wed, 23 Apr 2025 17:39:03 +0200 Subject: [PATCH 15/24] #342 calculate rho between observations, move to util to create unit test --- .../wrapper/BBStochModelInstance.java | 13 ++------- .../openda/utils/geometry/GeometryUtils.java | 17 +++++++++++ .../utils/geometry/GeometryUtilsTest.java | 29 +++++++++++++++++++ 3 files changed, 49 insertions(+), 10 deletions(-) diff --git a/core/java/src/org/openda/blackbox/wrapper/BBStochModelInstance.java b/core/java/src/org/openda/blackbox/wrapper/BBStochModelInstance.java index aebfb6f36..6c5d2756c 100644 --- a/core/java/src/org/openda/blackbox/wrapper/BBStochModelInstance.java +++ b/core/java/src/org/openda/blackbox/wrapper/BBStochModelInstance.java @@ -1308,19 +1308,12 @@ public IVector[] getRhoForLocalization(IObservationDescriptions observationDescr IVector zObs = observationDescriptions.getValueProperties("height"); int obsCount = observationDescriptions.getObservationCount(); - IVector[] obsVectorArray = new IVector[obsCount]; List exchangeItems = observationDescriptions.getExchangeItems(); + IGeometryInfo[] geometryInfos = new IGeometryInfo[obsCount]; for (int i = 0; i < obsCount; i++) { - double[] weightsObservation = new double[obsCount]; - for (int j = 0; j < obsCount; j++) { - double obsDistance = exchangeItems.get(i).getGeometryInfo().distanceToPoint(xObs.getValue(j), yObs.getValue(j), zObs.getValue(j)).getValueAsDouble(0); - weightsObservation[j] = GeometryUtils.calculateCohnWeight(obsDistance, distance); - } - - obsVectorArray[i] = new Vector(weightsObservation); - + geometryInfos[i] = exchangeItems.get(i).getGeometryInfo(); } - return obsVectorArray; + return GeometryUtils.calculateCohnWeightsBetweenPointGeometries(distance, geometryInfos, xObs, yObs, zObs); } private ITreeVector getLocalizedCohnWeights(String obsId, double distanceCohnMeters, double xObs, double yObs, double zObs){ diff --git a/core/java/src/org/openda/utils/geometry/GeometryUtils.java b/core/java/src/org/openda/utils/geometry/GeometryUtils.java index 70ba94429..e5837cec0 100644 --- a/core/java/src/org/openda/utils/geometry/GeometryUtils.java +++ b/core/java/src/org/openda/utils/geometry/GeometryUtils.java @@ -557,4 +557,21 @@ public static double calculateCohnWeight(double r, double cohnDistance) { return p1_12*z5 - p1_2*z4 + p5_8*z3 + p5_3*z2 - 5*z1 + 4 - p2_3/z1; } } + + public static IVector[] calculateCohnWeightsBetweenPointGeometries(double distance, IGeometryInfo[] geometryInfos, IVector xObs, IVector yObs, IVector zObs) { + int obsCount = xObs.getSize(); + IVector[] obsVectorArray = new IVector[xObs.getSize()]; + for (int i = 0; i < geometryInfos.length; i++) { + double[] weightsObservation = new double[obsCount]; + IGeometryInfo geometryInfo = geometryInfos[i]; + for (int j = 0; j < obsCount; j++) { + IArray distanceToPoint = geometryInfo.distanceToPoint(xObs.getValue(j), yObs.getValue(j), zObs.getValue(j)); + if (distanceToPoint.length() != 1) throw new RuntimeException("Calculating Rho for localization only supported for single point geometries."); + double obsDistance = distanceToPoint.getValueAsDouble(0); + weightsObservation[j] = calculateCohnWeight(obsDistance, distance); + } + obsVectorArray[i] = new Vector(weightsObservation); + } + return obsVectorArray; + } } diff --git a/core/java/test/org/openda/utils/geometry/GeometryUtilsTest.java b/core/java/test/org/openda/utils/geometry/GeometryUtilsTest.java index a8310ea47..25549d0c8 100644 --- a/core/java/test/org/openda/utils/geometry/GeometryUtilsTest.java +++ b/core/java/test/org/openda/utils/geometry/GeometryUtilsTest.java @@ -23,6 +23,7 @@ import junit.framework.TestCase; import org.openda.exchange.ArrayGeometryInfo; import org.openda.exchange.IrregularGridGeometryInfo; +import org.openda.exchange.PointGeometryInfo; import org.openda.interfaces.IArray; import org.openda.interfaces.IGeometryInfo; import org.openda.interfaces.IVector; @@ -256,4 +257,32 @@ public void testToCurvilinearGeometryInfo() { //if geometryInfo is already curvilinear. assertEquals(geometryInfo, geometryInfo.toCurvilinearGeometryInfo()); } + + public void testCalculateCohnWeightsForPointGeometries() { + // Mock inputs + double distance = 300000.0; + IGeometryInfo[] geometryInfos = new IGeometryInfo[3]; + geometryInfos[0] = new PointGeometryInfo(1.0, 4.0, 0.0); + geometryInfos[1] = new PointGeometryInfo(2.0, 5.0, 0.0); + geometryInfos[2] = new PointGeometryInfo(3.0, 6.0, 0.0); + + int obsCount = 3; + IVector xObs = new Vector(new double[]{1.0, 2.0, 3.0}); + IVector yObs = new Vector(new double[]{4.0, 5.0, 6.0}); + IVector zObs = new Vector(new double[]{0.0, 0.0, 0.0}); + + IVector[] weights = GeometryUtils.calculateCohnWeightsBetweenPointGeometries(distance, geometryInfos, xObs, yObs, zObs); + + assertNotNull(weights[0]); + assertEquals(obsCount, weights[0].getSize()); + assertEquals(1.0, weights[0].getValue(0), 1e-6); + assertEquals(0.661056, weights[0].getValue(1), 1e-6); + assertEquals(0.177380, weights[0].getValue(2), 1e-6); + assertEquals(0.661056, weights[1].getValue(0), 1e-6); + assertEquals(1.0, weights[1].getValue(1), 1e-6); + assertEquals(0.661469, weights[1].getValue(2), 1e-6); + assertEquals(0.177380, weights[2].getValue(0), 1e-6); + assertEquals(0.661469, weights[2].getValue(1), 1e-6); + assertEquals(1.0, weights[2].getValue(2), 1e-6); + } } From f90b0cfff29a0e81911875d115c3b00dc6f2df54 Mon Sep 17 00:00:00 2001 From: Erik Pelgrim Date: Fri, 25 Apr 2025 14:23:05 +0200 Subject: [PATCH 16/24] #342 calculate rho between observations, add logging --- .../openda/blackbox/wrapper/BBStochModelInstance.java | 9 ++++++++- 1 file changed, 8 insertions(+), 1 deletion(-) diff --git a/core/java/src/org/openda/blackbox/wrapper/BBStochModelInstance.java b/core/java/src/org/openda/blackbox/wrapper/BBStochModelInstance.java index 6c5d2756c..abaa56f20 100644 --- a/core/java/src/org/openda/blackbox/wrapper/BBStochModelInstance.java +++ b/core/java/src/org/openda/blackbox/wrapper/BBStochModelInstance.java @@ -1313,7 +1313,14 @@ public IVector[] getRhoForLocalization(IObservationDescriptions observationDescr for (int i = 0; i < obsCount; i++) { geometryInfos[i] = exchangeItems.get(i).getGeometryInfo(); } - return GeometryUtils.calculateCohnWeightsBetweenPointGeometries(distance, geometryInfos, xObs, yObs, zObs); + IVector[] iVectors = GeometryUtils.calculateCohnWeightsBetweenPointGeometries(distance, geometryInfos, xObs, yObs, zObs); + for (int i = 0; i < obsCount; i++) { + IVector iVector = iVectors[i]; + for (int j = 0; j < iVector.getSize(); j++) { + System.out.printf("Localization weight between observations %d %s and %d %s: %f%n", i, exchangeItems.get(i).getId(), j, exchangeItems.get(j).getId(), iVector.getValue(j)); + } + } + return iVectors; } private ITreeVector getLocalizedCohnWeights(String obsId, double distanceCohnMeters, double xObs, double yObs, double zObs){ From ef848f78665403a53d860193907ad191c1f49866 Mon Sep 17 00:00:00 2001 From: Erik Pelgrim Date: Fri, 18 Apr 2025 17:19:11 +0200 Subject: [PATCH 17/24] #342 calculate rho between observations to apply localization to HK for kalman gain --- .../openda/algorithms/kalmanFilter/EnKF.java | 29 ++++++++++--------- .../wrapper/BBStochModelInstance.java | 24 +++++++++------ .../openda/exchange/ArrayGeometryInfo.java | 2 +- .../openda/exchange/PointGeometryInfo.java | 1 + .../org/openda/interfaces/IModelInstance.java | 17 +++++++++++ .../openda/utils/geometry/GeometryUtils.java | 17 +++++++++++ .../utils/geometry/GeometryUtilsTest.java | 29 +++++++++++++++++++ 7 files changed, 95 insertions(+), 24 deletions(-) diff --git a/algorithms/java/src/org/openda/algorithms/kalmanFilter/EnKF.java b/algorithms/java/src/org/openda/algorithms/kalmanFilter/EnKF.java index 55686e6d8..4be79dc24 100644 --- a/algorithms/java/src/org/openda/algorithms/kalmanFilter/EnKF.java +++ b/algorithms/java/src/org/openda/algorithms/kalmanFilter/EnKF.java @@ -23,13 +23,16 @@ import org.openda.observers.ObserverUtils; import org.openda.utils.Matrix; import org.openda.utils.Results; +import org.openda.utils.Vector; import org.openda.utils.io.FileBasedModelState; import org.openda.utils.io.KalmanGainStorage; import org.openda.utils.performance.OdaTiming; import java.io.File; import java.io.FileFilter; +import java.util.Arrays; import java.util.HashMap; +import java.util.List; /** * @author Nils van Velzen based in the initial OpenDA implementation by Martin Verlaan @@ -275,6 +278,7 @@ protected void localizationHamill(IStochObserver obs, IVector[] Kvecs, int[] col if (write_output) { System.out.print("Applying localization method according to Hamill\n"); } + // Get the localization correlation matrix for the ensemble IVector[] rho = this.ensemble[0].getObservedLocalization(obs.getObservationDescriptions(), this.distance); for(int i=0; i exchangeItems = observationDescriptions.getExchangeItems(); + IGeometryInfo[] geometryInfos = new IGeometryInfo[obsCount]; + for (int i = 0; i < obsCount; i++) { + geometryInfos[i] = exchangeItems.get(i).getGeometryInfo(); + } + return GeometryUtils.calculateCohnWeightsBetweenPointGeometries(distance, geometryInfos, xObs, yObs, zObs); + } + private ITreeVector getLocalizedCohnWeights(String obsId, double distanceCohnMeters, double xObs, double yObs, double zObs){ - //IVector iWeightsVector = new IVector; TreeVector treeVector = new TreeVector("weights-for " + obsId); Collection vectorCollection = this.bbStochModelVectorsConfig.getStateConfig().getVectorCollection(); - //int k=0; for (BBStochModelVectorConfig vectorConfig : vectorCollection) { String id = vectorConfig.getId(); IExchangeItem prevExchangeItem = getExchangeItem(id); @@ -1322,14 +1331,11 @@ private ITreeVector getLocalizedCohnWeights(String obsId, double distanceCohnMet for (int xy = 0; xy < distancesForExchangeItem.length; xy++) { weightsForExchangeItem[xy] = GeometryUtils.calculateCohnWeight(distancesForExchangeItem[xy], distanceCohnMeters); - //k++; } treeVector.addChild(prevExchangeItem.getId(), weightsForExchangeItem); - //iWeightsVector[k] = weightsForExchangeItem; } } return treeVector; - //return iWeightsVector; } diff --git a/core/java/src/org/openda/exchange/ArrayGeometryInfo.java b/core/java/src/org/openda/exchange/ArrayGeometryInfo.java index 0eb4eda4e..141a40f9a 100644 --- a/core/java/src/org/openda/exchange/ArrayGeometryInfo.java +++ b/core/java/src/org/openda/exchange/ArrayGeometryInfo.java @@ -52,7 +52,7 @@ public class ArrayGeometryInfo implements IArrayGeometryInfo { boolean is3D; // Added to check if distance needs to be converted to meters // Before it always assumed it was WGS84 and calculated the "distances" in lat lon which gives unrealistic results since it depends on the exact location on earth - private boolean isWGS84; + boolean isWGS84; /** * latitudeValueIndices contains for each dimension in the latitudeCoordinateValues array diff --git a/core/java/src/org/openda/exchange/PointGeometryInfo.java b/core/java/src/org/openda/exchange/PointGeometryInfo.java index 790cd127d..8fb06a688 100644 --- a/core/java/src/org/openda/exchange/PointGeometryInfo.java +++ b/core/java/src/org/openda/exchange/PointGeometryInfo.java @@ -54,6 +54,7 @@ public PointGeometryInfo(double longitude, double latitude, double height){ this.setInfo(latitudeArray, latitudeValueIndices, latitudeQuantityInfo, longitudeArray, longitudeValueIndices, longitudeQuantityInfo, heightArray, heightValueIndices, heightQuantityInfo); + isWGS84 = true; } public double getLatitude(){ diff --git a/core/java/src/org/openda/interfaces/IModelInstance.java b/core/java/src/org/openda/interfaces/IModelInstance.java index 5d6305029..42820661a 100644 --- a/core/java/src/org/openda/interfaces/IModelInstance.java +++ b/core/java/src/org/openda/interfaces/IModelInstance.java @@ -20,7 +20,10 @@ package org.openda.interfaces; +import org.openda.utils.Vector; + import java.io.File; +import java.util.Arrays; /** * Model Instance interface. @@ -100,6 +103,20 @@ public interface IModelInstance extends IDataObject, IInstance { */ IVector[] getObservedLocalization(IObservationDescriptions observationDescriptions, double distance, int iDomain); + default IVector[] getRhoForLocalization(IObservationDescriptions observationDescriptions, double distance) { + return getDefaultRhoForLocalization(observationDescriptions); + } + + static IVector[] getDefaultRhoForLocalization(IObservationDescriptions observationDescriptions) { + int obsCount = observationDescriptions.getObservationCount(); + IVector[] rhoForLocalization = new IVector[obsCount]; + for (int i = 0; i < obsCount; i++) { + double[] weightsObservation = new double[obsCount]; + Arrays.fill(weightsObservation, 1); + rhoForLocalization[i] = new Vector(weightsObservation); + } + return rhoForLocalization; + } /************************************** *** Save/restore full internal state **************************************/ diff --git a/core/java/src/org/openda/utils/geometry/GeometryUtils.java b/core/java/src/org/openda/utils/geometry/GeometryUtils.java index 70ba94429..e5837cec0 100644 --- a/core/java/src/org/openda/utils/geometry/GeometryUtils.java +++ b/core/java/src/org/openda/utils/geometry/GeometryUtils.java @@ -557,4 +557,21 @@ public static double calculateCohnWeight(double r, double cohnDistance) { return p1_12*z5 - p1_2*z4 + p5_8*z3 + p5_3*z2 - 5*z1 + 4 - p2_3/z1; } } + + public static IVector[] calculateCohnWeightsBetweenPointGeometries(double distance, IGeometryInfo[] geometryInfos, IVector xObs, IVector yObs, IVector zObs) { + int obsCount = xObs.getSize(); + IVector[] obsVectorArray = new IVector[xObs.getSize()]; + for (int i = 0; i < geometryInfos.length; i++) { + double[] weightsObservation = new double[obsCount]; + IGeometryInfo geometryInfo = geometryInfos[i]; + for (int j = 0; j < obsCount; j++) { + IArray distanceToPoint = geometryInfo.distanceToPoint(xObs.getValue(j), yObs.getValue(j), zObs.getValue(j)); + if (distanceToPoint.length() != 1) throw new RuntimeException("Calculating Rho for localization only supported for single point geometries."); + double obsDistance = distanceToPoint.getValueAsDouble(0); + weightsObservation[j] = calculateCohnWeight(obsDistance, distance); + } + obsVectorArray[i] = new Vector(weightsObservation); + } + return obsVectorArray; + } } diff --git a/core/java/test/org/openda/utils/geometry/GeometryUtilsTest.java b/core/java/test/org/openda/utils/geometry/GeometryUtilsTest.java index a8310ea47..25549d0c8 100644 --- a/core/java/test/org/openda/utils/geometry/GeometryUtilsTest.java +++ b/core/java/test/org/openda/utils/geometry/GeometryUtilsTest.java @@ -23,6 +23,7 @@ import junit.framework.TestCase; import org.openda.exchange.ArrayGeometryInfo; import org.openda.exchange.IrregularGridGeometryInfo; +import org.openda.exchange.PointGeometryInfo; import org.openda.interfaces.IArray; import org.openda.interfaces.IGeometryInfo; import org.openda.interfaces.IVector; @@ -256,4 +257,32 @@ public void testToCurvilinearGeometryInfo() { //if geometryInfo is already curvilinear. assertEquals(geometryInfo, geometryInfo.toCurvilinearGeometryInfo()); } + + public void testCalculateCohnWeightsForPointGeometries() { + // Mock inputs + double distance = 300000.0; + IGeometryInfo[] geometryInfos = new IGeometryInfo[3]; + geometryInfos[0] = new PointGeometryInfo(1.0, 4.0, 0.0); + geometryInfos[1] = new PointGeometryInfo(2.0, 5.0, 0.0); + geometryInfos[2] = new PointGeometryInfo(3.0, 6.0, 0.0); + + int obsCount = 3; + IVector xObs = new Vector(new double[]{1.0, 2.0, 3.0}); + IVector yObs = new Vector(new double[]{4.0, 5.0, 6.0}); + IVector zObs = new Vector(new double[]{0.0, 0.0, 0.0}); + + IVector[] weights = GeometryUtils.calculateCohnWeightsBetweenPointGeometries(distance, geometryInfos, xObs, yObs, zObs); + + assertNotNull(weights[0]); + assertEquals(obsCount, weights[0].getSize()); + assertEquals(1.0, weights[0].getValue(0), 1e-6); + assertEquals(0.661056, weights[0].getValue(1), 1e-6); + assertEquals(0.177380, weights[0].getValue(2), 1e-6); + assertEquals(0.661056, weights[1].getValue(0), 1e-6); + assertEquals(1.0, weights[1].getValue(1), 1e-6); + assertEquals(0.661469, weights[1].getValue(2), 1e-6); + assertEquals(0.177380, weights[2].getValue(0), 1e-6); + assertEquals(0.661469, weights[2].getValue(1), 1e-6); + assertEquals(1.0, weights[2].getValue(2), 1e-6); + } } From 04934497103a36580f294b4c68e46299958f723f Mon Sep 17 00:00:00 2001 From: Erik Pelgrim Date: Fri, 20 Jun 2025 13:28:01 +0200 Subject: [PATCH 18/24] #342 calculate rho between observations to apply localization to HK for kalman gain --- .../java/src/org/openda/algorithms/kalmanFilter/EnKF.java | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/algorithms/java/src/org/openda/algorithms/kalmanFilter/EnKF.java b/algorithms/java/src/org/openda/algorithms/kalmanFilter/EnKF.java index 27634b9c1..d2b2a508f 100644 --- a/algorithms/java/src/org/openda/algorithms/kalmanFilter/EnKF.java +++ b/algorithms/java/src/org/openda/algorithms/kalmanFilter/EnKF.java @@ -279,7 +279,7 @@ protected void localizationHamill(IStochObserver obs, IVector[] Kvecs, int[] col System.out.print("Applying localization method according to Hamill\n"); } // Get the localization correlation matrix for the ensemble - IVector[] rho = this.ensemble[0].getObservedLocalization(observationDescriptions, this.distance); + IVector[] rho = this.ensemble[0].getObservedLocalization(obs.getObservationDescriptions(), this.distance); for(int i=0; i Date: Wed, 9 Jul 2025 13:59:53 +0200 Subject: [PATCH 19/24] Codacy fixes --- core/java/src/org/openda/utils/SortUtils.java | 3 +- .../openda/utils/io/KalmanGainStorage.java | 34 ++++++++++++------- 2 files changed, 23 insertions(+), 14 deletions(-) diff --git a/core/java/src/org/openda/utils/SortUtils.java b/core/java/src/org/openda/utils/SortUtils.java index 9ef1f47e2..937805978 100644 --- a/core/java/src/org/openda/utils/SortUtils.java +++ b/core/java/src/org/openda/utils/SortUtils.java @@ -48,7 +48,8 @@ private static int indexOfString(String[] array, int pos, int length, String str } private static boolean stringEquals(String s1, String s2) { - if (s1 == s2) return true; + // Ignore codacy warning because object comparison is a fast way to make sure the contents are identical + if (s1 == s2) return true;// eslint-disable-line no-eval if (s1 == null || s2 == null) return false; int length = s1.length(); if (length != s2.length()) return false; diff --git a/core/java/src/org/openda/utils/io/KalmanGainStorage.java b/core/java/src/org/openda/utils/io/KalmanGainStorage.java index c989e4654..922d23718 100644 --- a/core/java/src/org/openda/utils/io/KalmanGainStorage.java +++ b/core/java/src/org/openda/utils/io/KalmanGainStorage.java @@ -246,6 +246,10 @@ public void writeKalmanGain(String[] observationIds, double[] observationOffsets return; } + writeKalmanGainToXML(observationIds, observationOffsetsInDays, kalmanGainColumns, directoryForStorage); + } + + private void writeKalmanGainToXML(String[] observationIds, double[] observationOffsetsInDays, IVector[] kalmanGainColumns, File directoryForStorage) { long start = System.currentTimeMillis(); // store general info KalmanGainStorageXML kgStorageXML = new KalmanGainStorageXML(); @@ -255,6 +259,14 @@ public void writeKalmanGain(String[] observationIds, double[] observationOffsets KalmanGainObservationsXML observationsXML = new KalmanGainObservationsXML(); kgStorageXML.setObservations(observationsXML); + fillObservationsXML(observationIds, observationOffsetsInDays, kalmanGainColumns, directoryForStorage, observationsXML, kgStorageXML); + File kgStorageXmlFile = new File(directoryForStorage, kalmanGainStorageFileName); + CastorUtils.write(kgStorageXML, kgStorageXmlFile, "opendaKalmanGainStorage", null, null); + long timePassed = System.currentTimeMillis() - start; + Results.putMessage("Writing kalman gain to xml took: " + timePassed); + } + + private void fillObservationsXML(String[] observationIds, double[] observationOffsetsInDays, IVector[] kalmanGainColumns, File directoryForStorage, KalmanGainObservationsXML observationsXML, KalmanGainStorageXML kgStorageXML) { for (int i = 0; i < observationIds.length; i++) { KalmanGainObservationXML observationXML = new KalmanGainObservationXML(); observationsXML.addObservation(observationXML); @@ -276,21 +288,17 @@ public void writeKalmanGain(String[] observationIds, double[] observationOffsets String vectorString = TreeVectorWriter.createVectorXML(kalmanGainColumns[i]); observationXMLChoice.setVector(vectorString); } - } else { - // netCdf-file - String netcdfFileName = columnFilePrefix + String.valueOf(i+1) + ".nc"; - observationXMLChoice.setFileName(netcdfFileName); - if (!kgStorageXML.hasStateSize()) { - kgStorageXML.setStateSize(kalmanGainColumns[i].getSize()); - } - netcdfFileName = new File(directoryForStorage, netcdfFileName).getAbsolutePath(); - writeKalmanGainColumnToNetCdfFile(netcdfFileName, kalmanGainColumns[i]); + continue; + } + // netCdf-file + String netcdfFileName = columnFilePrefix + String.valueOf(i + 1) + ".nc"; + observationXMLChoice.setFileName(netcdfFileName); + if (!kgStorageXML.hasStateSize()) { + kgStorageXML.setStateSize(kalmanGainColumns[i].getSize()); } + netcdfFileName = new File(directoryForStorage, netcdfFileName).getAbsolutePath(); + writeKalmanGainColumnToNetCdfFile(netcdfFileName, kalmanGainColumns[i]); } - File kgStorageXmlFile = new File(directoryForStorage, kalmanGainStorageFileName); - CastorUtils.write(kgStorageXML, kgStorageXmlFile, "opendaKalmanGainStorage", null, null); - long timePassed = System.currentTimeMillis() - start; - Results.putMessage("Writing kalman gain to xml took: " + timePassed); } private void writeKalmanGainToNetcdfCF(String[] observationIds, double[] observationOffsetsInDays, IVector[] kalmanGainColumns, File directoryForStorage, double[][] hk) { From 8b062d93e07d3b982a7fe1a9c1e273b04bed3fa6 Mon Sep 17 00:00:00 2001 From: erikpelgrim Date: Wed, 9 Jul 2025 15:43:58 +0200 Subject: [PATCH 20/24] Fix timer --- algorithms/java/src/org/openda/algorithms/kalmanFilter/EnKF.java | 1 - 1 file changed, 1 deletion(-) diff --git a/algorithms/java/src/org/openda/algorithms/kalmanFilter/EnKF.java b/algorithms/java/src/org/openda/algorithms/kalmanFilter/EnKF.java index d2b2a508f..9fe1a93f1 100644 --- a/algorithms/java/src/org/openda/algorithms/kalmanFilter/EnKF.java +++ b/algorithms/java/src/org/openda/algorithms/kalmanFilter/EnKF.java @@ -477,7 +477,6 @@ protected Matrix computeHK(IStochObserver obs, EnsembleVectors ensemblePredictio // Compute H*K for linear update of predictions, since for blackbox models the predictions // are not upadted until after the next forecast // H*K = PRED*PRED'*inv(D) - timerLinalg.start(); // This is H*K and should also be written to Kalman Gain Storage Matrix K_pred = new Matrix(m, m); K_pred.multiply(1.0, predMat, E, 0.0, false, false); From 5253ad032b6e6546403edbb8a7f6763199b896d7 Mon Sep 17 00:00:00 2001 From: erikpelgrim Date: Wed, 9 Jul 2025 15:56:32 +0200 Subject: [PATCH 21/24] Fix test --- core/java/test/org/openda/utils/io/KalmanGainStorageTest.java | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/core/java/test/org/openda/utils/io/KalmanGainStorageTest.java b/core/java/test/org/openda/utils/io/KalmanGainStorageTest.java index 42ad4ccc7..190f6f790 100644 --- a/core/java/test/org/openda/utils/io/KalmanGainStorageTest.java +++ b/core/java/test/org/openda/utils/io/KalmanGainStorageTest.java @@ -99,7 +99,7 @@ public void testReadWriteKalmanGainNetcdfCFHK() throws ParseException { KalmanGainStorage kgStorageIn = new KalmanGainStorage(testRunDataDir, timeAsMJD); kgStorageIn.setColumnFileType(KalmanGainStorage.StorageType.netcdf_cf); - kgStorageIn.setKalmanGainStorageFileName("KalmanGainStorageHK.nc"); + kgStorageIn.setKalmanGainStorageFileName("kalmanGainStorageHK.nc"); kgStorageIn.readKalmanGain(); IVector[] kalmanGainColumnsIn = kgStorageIn.getKalmanGainColumns(); From 6827bcc6502b8d6fea727c91a6e710197bb4a0b1 Mon Sep 17 00:00:00 2001 From: erikpelgrim Date: Thu, 10 Jul 2025 11:12:57 +0200 Subject: [PATCH 22/24] Codacy --- core/java/src/org/openda/utils/SortUtils.java | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/core/java/src/org/openda/utils/SortUtils.java b/core/java/src/org/openda/utils/SortUtils.java index 937805978..b24c39b59 100644 --- a/core/java/src/org/openda/utils/SortUtils.java +++ b/core/java/src/org/openda/utils/SortUtils.java @@ -20,6 +20,7 @@ package org.openda.utils; import java.util.ArrayList; import java.util.Arrays; +import java.util.Objects; import org.openda.interfaces.IVector; @@ -49,7 +50,8 @@ private static int indexOfString(String[] array, int pos, int length, String str private static boolean stringEquals(String s1, String s2) { // Ignore codacy warning because object comparison is a fast way to make sure the contents are identical - if (s1 == s2) return true;// eslint-disable-line no-eval + //noinspection StringEquality + if (s1 == s2) return true; if (s1 == null || s2 == null) return false; int length = s1.length(); if (length != s2.length()) return false; From 7162bc17b98821c97cce3c5fc12284baf4c3d459 Mon Sep 17 00:00:00 2001 From: erikpelgrim Date: Thu, 10 Jul 2025 13:31:14 +0200 Subject: [PATCH 23/24] Codacy --- core/java/src/org/openda/utils/SortUtils.java | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/core/java/src/org/openda/utils/SortUtils.java b/core/java/src/org/openda/utils/SortUtils.java index b24c39b59..736b9ec78 100644 --- a/core/java/src/org/openda/utils/SortUtils.java +++ b/core/java/src/org/openda/utils/SortUtils.java @@ -49,9 +49,7 @@ private static int indexOfString(String[] array, int pos, int length, String str } private static boolean stringEquals(String s1, String s2) { - // Ignore codacy warning because object comparison is a fast way to make sure the contents are identical - //noinspection StringEquality - if (s1 == s2) return true; + if (s1 == null && s2 == null) return true; if (s1 == null || s2 == null) return false; int length = s1.length(); if (length != s2.length()) return false; From 4d1ba2e64666b3a04ff5fded3c827d836a365d2d Mon Sep 17 00:00:00 2001 From: Erik Pelgrim Date: Mon, 14 Jul 2025 15:59:18 +0200 Subject: [PATCH 24/24] #342 use more understandable config option for estimating missing observations --- .../kalmanFilter/SteadyStateFilter.java | 6 +++--- core/java/resources/openDA/core_castor.jar | Bin 839052 -> 839053 bytes .../resources/openDA/core_castor_schemas.zip | Bin 71685 -> 71771 bytes .../java/resources/openDA/core_castor_src.zip | Bin 446057 -> 446057 bytes .../algorithm/steadyStateFilter.xsd | 4 ++-- 5 files changed, 5 insertions(+), 5 deletions(-) diff --git a/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java b/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java index 34a7c504f..bfb9abe1c 100644 --- a/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java +++ b/algorithms/java/src/org/openda/algorithms/kalmanFilter/SteadyStateFilter.java @@ -57,7 +57,7 @@ public class SteadyStateFilter extends AbstractSequentialAlgorithm { private double[] readGainTime; private int steadyStateTimeCounter = 0; private double skipAssimilationStandardDeviationFactor = Double.POSITIVE_INFINITY; - private boolean tryCompensatingForMissingObservationWithHK = false; + private boolean estimateMissingObservations = false; private double[][] hk; private String[] gainStorageObservationIdsArray; private String[] gainVectorIdArray; @@ -158,7 +158,7 @@ public void initialize(File workingDir, String[] arguments) { } } this.skipAssimilationStandardDeviationFactor = this.configurationAsTree.getAsDouble("skipAssimilationStandardDeviationFactor", Double.POSITIVE_INFINITY); - this.tryCompensatingForMissingObservationWithHK = this.configurationAsTree.getAsBoolean("tryCompensatingForMissingObservationWithHK", false); + this.estimateMissingObservations = this.configurationAsTree.getAsBoolean("estimateMissingObservations", false); //now read the first gain file into memory steadyStateTimeCounter++; @@ -220,7 +220,7 @@ public void analysis(IStochObserver observations, IVector obsValues, IVector pre int m=innovation.getSize(); IVector pred_a = this.mainModel.getObservationOperator().getObservedValues(observations.getObservationDescriptions()); - HKCalculator hkCalculator = tryCompensatingForMissingObservationWithHK && hk != null ? new HKCalculator(availableObsGainVectorIdArray, this.gainVectors) : null; + HKCalculator hkCalculator = estimateMissingObservations && hk != null ? new HKCalculator(availableObsGainVectorIdArray, this.gainVectors) : null; for (int i = 0; i < m; i++) { // find matching column in steady-state gain diff --git a/core/java/resources/openDA/core_castor.jar b/core/java/resources/openDA/core_castor.jar index 41b7d6c87aa7a8e53bbacab66b293e102d609a96..d147c41f35d494e41df7bc2ed3a4d96c8924a87f 100644 GIT binary patch delta 34777 zcmZu)bwF3i6X)CU9vw;vSO_SB-GE|Yfr*NWXE#`91M1ldh_WVNH-f0o7CX+sI&7@7 zMZ7aP<2SqWc;D}XAOHB=&&=%XY|YNbchTzFi&xjS3~#4W8!asK78agyg~^uHY~AAu zdp+M6`)Ip`g+)h&g@ps@w~Q+nH+^xo@nnEQ%P+w{A1_`|r_QLBubd`qt7hf+CF$62 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