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---
title: Auxiliary data
listing:
type: table
sort: false
fields: [title]
sort-ui: false
contents:
- auxiliary-data/*.qmd
- "!auxiliary-data/auxiliary-data/*.qmd"
---
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---
title: Cloud Mask
listing:
type: table
sort: false
fields: [title]
sort-ui: false
contents:
- cloud-mask/*.qmd
- "!cloud-mask/cloud-mask/*.qmd"
---
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---
title: Sentinel-2 CC Europe 20m Daily V1
collection: 64d015da-e225-48d8-9643-30a453657beb
---
## About
[Official documentation](https://land.copernicus.eu/en/products/snow/fractional-snow-cover)

The Cloud Classification (CC) product provides information on the extent of clouds and cloud shadows derived from optical satellite data acquired by the Sentinel-2 constellation. It is generated in near real-time at European scale, with a pixel spacing of 20 m x 20 m. Cloud detection is performed at a 120m spatial resolution. It is available for the period from 2016 to the present and used to produce the CLMS High-Resolution Water, Snow and Ice datasets (HR-WSI), which rely on Sentinel-2 imagery. More information in the products documentation here.

[View this dataset in Copernicus Browser](https://browser.dataspace.copernicus.eu/?zoom=10&lat=41.82019&lng=12.57866&themeId=DEFAULT-THEME&datasetId=COPERNICUS_CLMS_WSI_CLOUD-CLASSIFICATION_EUROPE_UTM_20M_DAILY_V1&clmsSelectedPath=Cloud%20Mask&clmsSelectedCollection=COPERNICUS_CLMS_WSI_CLOUD-CLASSIFICATION_EUROPE_UTM_20M_DAILY_V1) (Click on 'Show latest date' after the page loads.)

{{< include /APIs/SentinelHub/Data/clms/_include.qmd >}}

### Collection ID

`64d015da-e225-48d8-9643-30a453657beb`

## Date range

2016 - present

## Bands

| Name | Description | Units | Source format | Range | Scaling | Offset |
|---------------|--------------|---------|----------------|-------|---------|--------|
|CC|Cloud and cloud shadow classification of the Sentinel-2 image|Cloud classification: 0=No Data, 1=Clear, 2=Cloud Shadow, 3=Cloud|UINT8|0.0-3.0|1|0|
|CC_QA|Quality layer for the cloud and cloud shadow classification (CC) layer|Quality assessment for CC layer. Indicators for defects such as missing pixels and cloudy data.|UINT8|0.0-255.0|1|0|
|QAFLAGS|Quality flags|Bitmask with quality flags. Bit 0: cloud detection using single-scene threshold approach.|UINT8|0.0-255.0|1|0|

## Evalscript

**[Example scripts for this product.](https://github.com/eu-cdse/sentinel-hub-custom-scripts/tree/main/clms/bio-geophysical-parameters/auxiliary-data/cloud-mask/clms_wsi_cloud-classification_europe_utm_20m_daily_v1)**

Use the link above to access dedicated Evalscript examples for this product in the Copernicus Data Space Ecosystem Sentinel Hub Custom Scripts repository.

An Evalscript (or "custom script") is a piece of Javascript code which defines how the data shall be processed by Sentinel Hub and what values the service shall return. It is a required part of any [process](/APIs/SentinelHub/Process.qmd), [batch processing](/APIs/SentinelHub/BatchV2.qmd) or [OGC request](/APIs/SentinelHub/OGC.qmd).

Evalscripts can use any JavaScript function or language structures, along with certain [utility functions](/APIs/SentinelHub/Evalscript/Functions.qmd) we provide for your convenience. For running evalscripts we use the [Chrome V8](https://v8.dev/){target="_blank"} JavaScript engine.
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---
title: FSC Europe 20m Daily V2
collection: 2bb9974a-0eb8-484d-adf1-20cc307021b6
---
## About
[Official documentation](https://land.copernicus.eu/en/products/snow/fractional-snow-cover)

The Fractional Snow Cover (FSC) product provides the fraction of the surface covered by snow at the top of canopy (FSC-TOC) and on ground (FSC-OG) per pixel as a percentage (0% – 100%). It is generated in near real-time at European scale based on optical satellite data from the Sentinel-2 constellation, with a spatial resolution of 20 m x 20 m. It is available for the period from 2016 to the present. More information here.

[View this dataset in Copernicus Browser](https://browser.dataspace.copernicus.eu/?zoom=10&lat=41.82019&lng=12.57866&themeId=DEFAULT-THEME&datasetId=COPERNICUS_CLMS_WSI_FRACTIONAL-SNOW-COVER_EUROPE_UTM_20M_DAILY_V2&clmsSelectedPath=Snow%20Cover%20Extent&clmsSelectedCollection=COPERNICUS_CLMS_WSI_FRACTIONAL-SNOW-COVER_EUROPE_UTM_20M_DAILY_V2) (Click on 'Show latest date' after the page loads.)

{{< include /APIs/SentinelHub/Data/clms/_include.qmd >}}

### Collection ID

`2bb9974a-0eb8-484d-adf1-20cc307021b6`

## Date range

2016 - present

## Bands

| Name | Description | Units | Source format | Range | Scaling | Offset |
|---------------|--------------|---------|----------------|-------|---------|--------|
|FSCOG|Snow fraction on-ground (%)|Fractional snow cover on ground (%): 0-100=snow fraction; 205=cloud or cloud shadow; 210=inland water|UINT8|0.0-100.0|1|0|
|FSCOG_QA|Quality layer for the on-ground snow fraction (FSC OG) layer|Quality assessment for FSCOG: 0=high quality; 1=medium quality; 2=low quality; 3=minimal quality; 205=cloud or cloud shadow; 210=inland water|UINT8|0.0-3.0|1|0|
|FSCTOC|Snow fraction on top of canopy (%)|Fractional snow cover top of canopy (%): 0-100=snow fraction; 205=cloud or cloud shadow; 210=inland water|UINT8|0.0-100.0|1|0|
|FSCTOC_QA|Quality layer for the Top-of-canopy snow fraction (FSC TOC) layer|Quality assessment for FSCTOC: 0=high quality; 1=medium quality; 2=low quality; 3=minimal quality; 205=cloud or cloud shadow; 210=inland water|UINT8|0.0-3.0|1|0|
|QAFLAGS|Quality flags|Bitmask with pixel quality flags.|UINT8|---|1|0|
|CLD|Cloud and cloud shadow mask|Bitmask with cloud and cloud shadow masks derived from MAJA Sentinel-2 Level-2A product.|UINT8|---|1|0|
|NDSI|Normalised Difference Snow Index (%) of detected snow areas|Normalised Difference Snow Index (%): 0-100=NDSI values for snow-covered pixels; 205=cloud or cloud shadow; 210=inland water|UINT8|0.0-100.0|1|0|

## Evalscript

**[Example scripts for this product.](https://github.com/eu-cdse/sentinel-hub-custom-scripts/tree/main/clms/bio-geophysical-parameters/snow/snow-cover-extent/clms_wsi_fractional-snow-cover_europe_utm_20m_daily_v2)**

Use the link above to access dedicated Evalscript examples for this product in the Copernicus Data Space Ecosystem Sentinel Hub Custom Scripts repository.

An Evalscript (or "custom script") is a piece of Javascript code which defines how the data shall be processed by Sentinel Hub and what values the service shall return. It is a required part of any [process](/APIs/SentinelHub/Process.qmd), [batch processing](/APIs/SentinelHub/BatchV2.qmd) or [OGC request](/APIs/SentinelHub/OGC.qmd).

Evalscripts can use any JavaScript function or language structures, along with certain [utility functions](/APIs/SentinelHub/Evalscript/Functions.qmd) we provide for your convenience. For running evalscripts we use the [Chrome V8](https://v8.dev/){target="_blank"} JavaScript engine.
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---
title: GFSC Europe 60m Daily V1
collection: 0b5265f5-3664-44c2-96ab-e91aba67b0c3
---
## About
[Official documentation](https://land.copernicus.eu/en/products/snow/high-resolution-gap-filled-fractional-snow-cover)

The daily cumulative Gap-filled Fractional Snow Cover (GFSC) product provides pixel-wise snow cover extent as a percentage (0% – 100%) with a spatial resolution of 60 m x 60 m. It is generated on a daily basis at European scale based on synthetic aperture radar (SAR) data from the Sentinel-1 constellation and optical imagery from the Sentinel-2 constellation. The product is generated by merging all available Sentinel-1 and Sentinel-2 observations acquired over the previous seven days to produce a spatially complete composite of snow conditions, thereby reducing data gaps caused by cloud cover and sensor coverage limitations. Snow information derived from Sentinel-1 is focused on the detection of wet snow in high-mountain areas. It is available for the period from 2016 to the present. More information here.

[View this dataset in Copernicus Browser](https://browser.dataspace.copernicus.eu/?zoom=10&lat=41.82019&lng=12.57866&themeId=DEFAULT-THEME&datasetId=COPERNICUS_CLMS_WSI_GAP-FILLED-FRACTIONAL-SNOW-COVER_EUROPE_UTM_60M_DAILY_V1&clmsSelectedPath=Snow%20Cover%20Extent&clmsSelectedCollection=COPERNICUS_CLMS_WSI_GAP-FILLED-FRACTIONAL-SNOW-COVER_EUROPE_UTM_60M_DAILY_V1) (Click on 'Show latest date' after the page loads.)

{{< include /APIs/SentinelHub/Data/clms/_include.qmd >}}

### Collection ID

`0b5265f5-3664-44c2-96ab-e91aba67b0c3`

## Date range

2016 - present

## Bands

| Name | Description | Units | Source format | Range | Scaling | Offset |
|---------------|--------------|---------|----------------|-------|---------|--------|
|GF|Snow fraction (%)|Snow fraction (%): 0-100=snow fraction; 205=cloud or cloud shadow; 210=inland water|UINT8|0.0-100.0|1|0|
|GF_QA|Quality layer for the snow fraction (GF) layer|Quality assessment for GF: 0=high quality; 1=medium quality; 2=low quality; 3=minimal quality; 205=cloud or cloud shadow; 210=inland water|UINT8|0.0-3.0|1|0|
|QAFLAGS|Quality flags|Bitmask with pixel quality flags|UINT8|---|1|0|

## Evalscript

**[Example scripts for this product.](https://github.com/eu-cdse/sentinel-hub-custom-scripts/tree/main/clms/bio-geophysical-parameters/snow/snow-cover-extent/clms_wsi_gap-filled-fractional-snow-cover_europe_utm_60m_daily_v1)**

Use the link above to access dedicated Evalscript examples for this product in the Copernicus Data Space Ecosystem Sentinel Hub Custom Scripts repository.

An Evalscript (or "custom script") is a piece of Javascript code which defines how the data shall be processed by Sentinel Hub and what values the service shall return. It is a required part of any [process](/APIs/SentinelHub/Process.qmd), [batch processing](/APIs/SentinelHub/BatchV2.qmd) or [OGC request](/APIs/SentinelHub/OGC.qmd).

Evalscripts can use any JavaScript function or language structures, along with certain [utility functions](/APIs/SentinelHub/Evalscript/Functions.qmd) we provide for your convenience. For running evalscripts we use the [Chrome V8](https://v8.dev/){target="_blank"} JavaScript engine.
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---
title: SP S1+S2 Europe (high mountains) 60m Yearly V1
collection: 1896152f-75d8-4daf-9db9-987773559a2c
---
## About
[Official documentation](https://land.copernicus.eu/en/products/snow/high-resolution-snow-phenology)

The Sentinel-1 & Sentinel-2 Snow Phenology (SP S1+S2) product characterizes the timing and duration of the snow season. For each pixel and for a given hydrological year, it provides the number of days with snow cover, as well as the first and last day of the longest continuous snow period. The hydrological year starts on 1 September. The product is generated at the European scale with a spatial resolution of 60 m × 60 m, consistent with the input snow cover maps derived from optical satellite data acquired by the Sentinel-2 constellation and from C-band Synthetic Aperture Radar satellite data acquired by the Sentinel-1 constellation (Gap-filled Fractional Snow Cover - GFSC). It is available for the period from 2016 to the present and can be downloaded in multiple projections and pixel spacings. More information here.

[View this dataset in Copernicus Browser](https://browser.dataspace.copernicus.eu/?zoom=10&lat=41.82019&lng=12.57866&themeId=DEFAULT-THEME&datasetId=COPERNICUS_CLMS_WSI_SNOW-PHENOLOGY-S1-S2_EUROPE_UTM_60M_YEARLY_V1&clmsSelectedPath=Snow%20Cover%20Extent&clmsSelectedCollection=COPERNICUS_CLMS_WSI_SNOW-PHENOLOGY-S1-S2_EUROPE_UTM_60M_YEARLY_V1) (Click on 'Show latest date' after the page loads.)

{{< include /APIs/SentinelHub/Data/clms/_include.qmd >}}

### Collection ID

`1896152f-75d8-4daf-9db9-987773559a2c`

## Date range

2016 - present

## Bands

| Name | Description | Units | Source format | Range | Scaling | Offset |
|---------------|--------------|---------|----------------|-------|---------|--------|
|SCD|Snow cover duration (in days)|Number of days of snow cover over the hydrological year|UINT16|0.0-366.0|1|0|
|SCO|Snow cover onset date defined as the first day of the longest snow cover period|Snow cover onset date, expressed as the number of days from the beginning of the hydrological year (1st September = day 0). Note that SCO is not given when the snow cover duration SCD is less than 60 days.|UINT16|0.0-366.0|1|0|
|SCM|Snow cover melt out date defined as the last day of the longest snow cover period|Snow cover melt out date, expressed as the number of days from the beginning of the hydrological year (1st September = day 0). Note that SCM is not given when the snow cover duration SCD is less than 60 days.|UINT16|0.0-366.0|1|0|
|NCSO|Number of days with clear sky observations within the hydrological year|Number of days with clear sky observations used in the interpolation of the snow cover time series within the hydrological year.|UINT16|0.0-366.0|1|0|
|NWSO|Number of days with Sentinel-1-based wet snow observations within the hydrological year|Number of days with Sentinel-1-based wet snow observations used in the interpolation of the snow cover time series within the hydrological year (used where Sentinel-2-based observations have gaps).|UINT16|0.0-366.0|1|0|
|QAFLAGS|Quality flags|Bitmask layer with pixel quality flags. The default visualisation displays areas where the snow cover duration is less than 60 days. These correspond to pixels where bit 4 is activated. Additional information can also be visualised by selecting other bits.|UINT8|---|1|0|
|SCD_QA|Quality layer for the snow cover duration (SCD) layer|Quality assessment for SCD: 0=high quality; 1=medium quality; 2=low quality; 3=minimal quality; 420=inland water|UINT16|0.0-3.0|1|0|
|SCO_QA|Quality layer for the snow cover onset date (SCO) layer|Number of days between the estimated snow onset date and the closest snow observation date.|UINT16|0.0-365.0|1|0|
|SCM_QA|Quality layer for the snow cover melt out date (SCM) layer|Number of days between the estimated snow melt out date and the closest snow observation date.|UINT16|0.0-365.0|1|0|

## Evalscript

**[Example scripts for this product.](https://github.com/eu-cdse/sentinel-hub-custom-scripts/tree/main/clms/bio-geophysical-parameters/snow/snow-cover-extent/clms_wsi_snow-phenology-s1-s2_europe_utm_60m_yearly_v1)**

Use the link above to access dedicated Evalscript examples for this product in the Copernicus Data Space Ecosystem Sentinel Hub Custom Scripts repository.

An Evalscript (or "custom script") is a piece of Javascript code which defines how the data shall be processed by Sentinel Hub and what values the service shall return. It is a required part of any [process](/APIs/SentinelHub/Process.qmd), [batch processing](/APIs/SentinelHub/BatchV2.qmd) or [OGC request](/APIs/SentinelHub/OGC.qmd).

Evalscripts can use any JavaScript function or language structures, along with certain [utility functions](/APIs/SentinelHub/Evalscript/Functions.qmd) we provide for your convenience. For running evalscripts we use the [Chrome V8](https://v8.dev/){target="_blank"} JavaScript engine.
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---
title: SP S2 Europe 20m Yearly V1
collection: 0316f5d4-1320-41a1-994e-d756902efa9f
---
## About
[Official documentation](https://land.copernicus.eu/en/products/snow/high-resolution-snow-phenology)

The Sentinel-2 Snow Phenology (SP S2) product characterizes the timing and duration of the snow season. For each pixel and for a given hydrological year, it provides the number of days with snow cover, as well as the first and last day of the longest continuous snow period. The hydrological year starts on 1 September. The product is generated at the European scale with a spatial resolution of 20 m × 20 m, consistent with the input snow cover maps derived from optical satellite data acquired by the Sentinel-2 constellation (Fractional Snow Cover – FSC). It is available for the period from 2016 to the present and can be downloaded in multiple projections and pixel spacings. More information here.

[View this dataset in Copernicus Browser](https://browser.dataspace.copernicus.eu/?zoom=10&lat=41.82019&lng=12.57866&themeId=DEFAULT-THEME&datasetId=COPERNICUS_CLMS_WSI_SNOW-PHENOLOGY-S2_EUROPE_UTM_20M_YEARLY_V1&clmsSelectedPath=Snow%20Cover%20Extent&clmsSelectedCollection=COPERNICUS_CLMS_WSI_SNOW-PHENOLOGY-S2_EUROPE_UTM_20M_YEARLY_V1) (Click on 'Show latest date' after the page loads.)

{{< include /APIs/SentinelHub/Data/clms/_include.qmd >}}

### Collection ID

`0316f5d4-1320-41a1-994e-d756902efa9f`

## Date range

2016 - present

## Bands

| Name | Description | Units | Source format | Range | Scaling | Offset |
|---------------|--------------|---------|----------------|-------|---------|--------|
|SCD|Snow cover duration (in days)|Number of days with snow cover over the hydrological year (1 September to 31 August)|UINT16|0.0-365.0|1|0|
|SCO|Snow cover onset date defined as the first day of the longest snow cover period|Snow cover onset date expressed as the number of days from 1 September (day 0). Not given when SCD < 60 days.|UINT16|0.0-365.0|1|0|
|SCM|Snow cover melt out date defined as the last day of the longest snow cover period|Snow cover melt out date expressed as the number of days from 1 September (day 0). Not given when SCD < 60 days.|UINT16|0.0-365.0|1|0|
|NOBS|Number of days with clear sky observations within the hydrological year|Number of days with clear sky observations used in the interpolation of the snow cover time series|UINT16|0.0-365.0|1|0|
|QAFLAGS|Quality flags|Bitmask with pixel quality flags|UINT8|---|1|0|
|SCD_QA|Quality layer for the snow cover duration (SCD) layer|Quality assessment for SCD: 0=high quality; 1=medium quality; 2=low quality; 3=minimal quality; 420=inland water|UINT16|0.0-3.0|1|0|
|SCO_QA|Quality layer for the snow cover onset date (SCO) layer|Number of days between the estimated snow cover onset date and the closest snow observation date|UINT16|0.0-365.0|1|0|
|SCM_QA|Quality layer for the snow cover melt out date (SCM) layer|Number of days between the estimated snow cover melt out date and the closest snow observation date|UINT16|0.0-365.0|1|0|

## Evalscript

**[Example scripts for this product.](https://github.com/eu-cdse/sentinel-hub-custom-scripts/tree/main/clms/bio-geophysical-parameters/snow/snow-cover-extent/clms_wsi_snow-phenology-s2_europe_utm_20m_yearly_v1)**

Use the link above to access dedicated Evalscript examples for this product in the Copernicus Data Space Ecosystem Sentinel Hub Custom Scripts repository.

An Evalscript (or "custom script") is a piece of Javascript code which defines how the data shall be processed by Sentinel Hub and what values the service shall return. It is a required part of any [process](/APIs/SentinelHub/Process.qmd), [batch processing](/APIs/SentinelHub/BatchV2.qmd) or [OGC request](/APIs/SentinelHub/OGC.qmd).

Evalscripts can use any JavaScript function or language structures, along with certain [utility functions](/APIs/SentinelHub/Evalscript/Functions.qmd) we provide for your convenience. For running evalscripts we use the [Chrome V8](https://v8.dev/){target="_blank"} JavaScript engine.
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---
title: Snow State
listing:
type: table
sort: false
fields: [title]
sort-ui: false
contents:
- snow-state/*.qmd
- "!snow-state/snow-state/*.qmd"
---
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