diff --git a/content/tutorials/time_series/time_series_aggregations.qmd b/content/tutorials/time_series/time_series_aggregations.qmd
index ad8b3d3..0669cb5 100644
--- a/content/tutorials/time_series/time_series_aggregations.qmd
+++ b/content/tutorials/time_series/time_series_aggregations.qmd
@@ -228,7 +228,7 @@ gs.run_command("t.rast.series",
                method="average")
                
 # Display raster map with interactive class
-spw_map = gj.InteractiveMap(width = 500, use_region=True, tiles="CartoDark")
+spw_map = gj.InteractiveMap(width = 500, use_region=True, tiles="CartoDB.DarkMatter")
 spw_map.add_raster("avg_spring_warming")
 spw_map.add_layer_control(position = "bottomright")
 spw_map.show()
diff --git a/content/tutorials/time_series/time_series_query_with_vector.qmd b/content/tutorials/time_series/time_series_query_with_vector.qmd
index dc2551b..37be6ce 100644
--- a/content/tutorials/time_series/time_series_query_with_vector.qmd
+++ b/content/tutorials/time_series/time_series_query_with_vector.qmd
@@ -306,7 +306,7 @@ need aggregated values for a set of points.
 
 :::{.callout-note}
 We could have also used
-[t.sample](https://grass.osgeo.org/grass84/manuals/t.sample.html)
+[t.sample](https://grass.osgeo.org/grass-stable/manuals/t.sample.html)
 to check which maps from `lst_daily` would be aggregated in the
 new column `lst_new` above.