eurodatacube · FedericoRondoni · Jul 14, 2023 · Jul 14, 2023 · Jul 14, 2023 · Jul 14, 2023
diff --git a/collections/Jaxa_lakes_ALOS2_HH.yaml b/collections/Jaxa_lakes_ALOS2_HH.yaml
@@ -0,0 +1,82 @@
+Name: Jaxa_lakes_ALOS2_HH
+OpenEOPID: JAXA_LAKES_ALOS2_HH
+Description: |
+  This ALOS-2 product contains SAR data (polarization HH) over the Tonlé Sap Lake. The selected AOI presents data between 2016 and 2022.
+AdditionalInfoExternal:
+  Title: Additional info
+  Path: Jaxa_lakes_ALOS2_HH/README.md
+Image: Jaxa_lakes_ALOS2_HH/Jaxa_lakes_ALOS2_HH.png
+EDCBrowser: ""
+Resolution: pixel size 25x25m
+GeographicalCoverage: 102.058158023, 11.433163364, 105.910243251, 15.055701378
+TemporalAvailability: 2016-11-23 - 2022-12-14
+BandInformation: HH
+Contact: "[JAXA](mailto:[email protected])"
+Provider: "[JAXA](https://global.jaxa.jp/)"
+ManagedBy: "[JAXA](https://global.jaxa.jp/)"
+Tags:
+   - open data
+   - sentinel hub
+   - raster
+   - SAR
+   - dashboard hackathon
+   - JAXA
+License:
+  See [additional info](https://collections.eurodatacube.com/Jaxa_lakes_ALOS2_HH/readme.html)
+Resources:
+ - Group: Sentinel Hub Resources
+ - EndPoint: https://services.sentinel-hub.com
+   Name: Sentinel Hub
+   Role: processor
+   Type: byoc-aa8a9899-9df9-4ea0-b983-34360d583e17
+   CollectionId: aa8a9899-9df9-4ea0-b983-34360d583e17
+   Primary: True
+Configurations:
+  - href: "https://docs.sentinel-hub.com/api/latest/api/process/"
+    rel: "about"
+    type: "text/html"
+    title: "Details about running Evalscripts"
+  - href: "https://raw.githubusercontent.com/eurodatacube/public-collections/main/collections/Jaxa_lakes_ALOS2_HH/script.js"
+    rel: "processing-expression"
+    type: "application/javascript"
+    title: "Evalscript to generate ALOS 2 maps over lakes"
+    sentinelhub:layer_name: "Jaxa_lakes_ALOS2_HH"
+    sentinelhub:mosaicking_order: "mostRecent"
+    sentinelhub:upsampling: "BICUBIC"
+Extent:
+  spatial:
+    bbox:
+      -
+        - 102.058158023
+        - 11.433163364
+        - 105.910243251
+        - 15.055701378
+  temporal:
+    interval:
+      -
+        - '2016-11-23T00:00:00Z'
+        - '2022-12-14T00:00:00Z'
+CubeDimensions:
+  x:
+    type: spatial
+    axis: x
+    extent:
+      - 102.058158023
+      - 105.910243251
+  y:
+    type: spatial
+    axis: y
+    extent:
+      - 11.433163364
+      - 15.055701378
+  t:
+    type: temporal
+    extent:
+      - '2016-11-23T00:00:00Z'
+      - '2022-12-14T00:00:00Z'
+  bands:
+    type: bands
+    values:
+      - HH
+RegistryEntryAdded: "2023-07-13"
+RegistryEntryLastModified: "2023-07-13"
diff --git a/collections/Jaxa_lakes_ALOS2_HH/Jaxa_lakes_ALOS2_HH.png b/collections/Jaxa_lakes_ALOS2_HH/Jaxa_lakes_ALOS2_HH.png
diff --git a/collections/Jaxa_lakes_ALOS2_HH/README.md b/collections/Jaxa_lakes_ALOS2_HH/README.md
@@ -0,0 +1,21 @@
+# Jaxa_lakes_ALOS2_HH
+
+## Short description
+
+This ALOS-2 product contains SAR data (polarization HH) over the Tonlé Sap Lake. The selected AOI presents data between 2016 and 2022.
+
+## License  
+
+ALOS-2 ScanSAR data products usage conditions:
+ 1. JAXA does not guarantee any specific quality and the timely provision of the ALOS-2 ScanSAR data products and shall 
+not be liable for any damage brought about using them.
+ 2. The intellectual property rights, including but not limited to copyrights, of the ALOS-2 ScanSAR data Products 
+belong to JAXA.
+ 3. The user shall retain the ownership of value-added products (modified products with high-level processing which are irreversible to standard data. High-level data processing includes data analysis or combining multiple-ALOS-2 ScanSAR data Product, image processing based on external information, and physical quantity conversion).
+ 4. When the user publishes and/or redistributes their-generated value-added products based on the ALOS-2 ScanSAR data Product, user will indicate: "the original ALOS-2 ScanSAR data products are provided by JAXA".
+ 5. When the user intends to publish the results directly using or indirectly based on the ALOS-2 ScanSAR data products, the user will indicate owner of the Data Products as "(C)JAXA [year of acquisition]. All rights reserved."
+
+### ALOS-2 Tonlé Sap Lake AOI
+
+![Example of All datasets outputs](Jaxa_lakes_ALOS2_HH.png)<br>
+*Tonlé Sap Lake*
diff --git a/collections/Jaxa_lakes_ALOS2_HH/script.js b/collections/Jaxa_lakes_ALOS2_HH/script.js
@@ -0,0 +1,10 @@
+function  stretch(val, min, max)  {
+return (val-min)/(max-min);
+}
+
+
+
+return [
+
+   stretch(HH, 1, 7000),
+]
diff --git a/collections/Jaxa_lakes_ALOS2_HV.yaml b/collections/Jaxa_lakes_ALOS2_HV.yaml
@@ -0,0 +1,82 @@
+Name: Jaxa_lakes_ALOS2_HV
+OpenEOPID: JAXA_LAKES_ALOS2_HV
+Description: |
+  This ALOS-2 product contains SAR data (polarization HH) over the Tonlé Sap Lake. The selected AOI presents data between 2016 and 2022.
+AdditionalInfoExternal:
+  Title: Additional info
+  Path: Jaxa_lakes_ALOS2_HV/README.md
+Image: Jaxa_lakes_ALOS2_HV/Jaxa_lakes_ALOS2_HV.png
+EDCBrowser: ""
+Resolution: pixel size 25x25m
+GeographicalCoverage: 102.058158023, 11.433163364, 105.910243251, 15.055701378
+TemporalAvailability: 2016-11-23 - 2022-12-14
+BandInformation: HV
+Contact: "[JAXA](mailto:[email protected])"
+Provider: "[JAXA](https://global.jaxa.jp/)"
+ManagedBy: "[JAXA](https://global.jaxa.jp/)"
+Tags:
+   - open data
+   - sentinel hub
+   - raster
+   - SAR
+   - dashboard hackathon
+   - JAXA
+License:
+  See [additional info](https://collections.eurodatacube.com/Jaxa_lakes_ALOS2_HV/readme.html)
+Resources:
+ - Group: Sentinel Hub Resources
+ - EndPoint: https://services.sentinel-hub.com
+   Name: Sentinel Hub
+   Role: processor
+   Type: byoc-7820f4b8-0270-438e-83da-18de27fc539c
+   CollectionId: 7820f4b8-0270-438e-83da-18de27fc539c
+   Primary: True
+Configurations:
+  - href: "https://docs.sentinel-hub.com/api/latest/api/process/"
+    rel: "about"
+    type: "text/html"
+    title: "Details about running Evalscripts"
+  - href: "https://raw.githubusercontent.com/eurodatacube/public-collections/main/collections/Jaxa_lakes_ALOS2_HV/script.js"
+    rel: "processing-expression"
+    type: "application/javascript"
+    title: "Evalscript to generate ALOS 2 maps over lakes"
+    sentinelhub:layer_name: "Jaxa_lakes_ALOS2_HV"
+    sentinelhub:mosaicking_order: "mostRecent"
+    sentinelhub:upsampling: "BICUBIC"
+Extent:
+  spatial:
+    bbox:
+      -
+        - 102.058158023
+        - 11.433163364
+        - 105.910243251
+        - 15.055701378
+  temporal:
+    interval:
+      -
+        - '2016-11-23T00:00:00Z'
+        - '2022-12-14T00:00:00Z'
+CubeDimensions:
+  x:
+    type: spatial
+    axis: x
+    extent:
+      - 102.058158023
+      - 105.910243251
+  y:
+    type: spatial
+    axis: y
+    extent:
+      - 11.433163364
+      - 15.055701378
+  t:
+    type: temporal
+    extent:
+      - '2016-11-23T00:00:00Z'
+      - '2022-12-14T00:00:00Z'
+  bands:
+    type: bands
+    values:
+      - HV
+RegistryEntryAdded: "2023-07-13"
+RegistryEntryLastModified: "2023-07-13"
diff --git a/collections/Jaxa_lakes_ALOS2_HV/Jaxa_lakes_ALOS2_HV.png b/collections/Jaxa_lakes_ALOS2_HV/Jaxa_lakes_ALOS2_HV.png
diff --git a/collections/Jaxa_lakes_ALOS2_HV/README.md b/collections/Jaxa_lakes_ALOS2_HV/README.md
@@ -0,0 +1,21 @@
+# Jaxa_lakes_ALOS2_HV
+
+## Short description
+
+This ALOS-2 product contains SAR data (polarization HV) over the Tonlé Sap Lake. The selected AOI presents data between 2016 and 2022.
+
+## License  
+
+ALOS-2 ScanSAR data products usage conditions:
+ 1. JAXA does not guarantee any specific quality and the timely provision of the ALOS-2 ScanSAR data products and shall 
+not be liable for any damage brought about using them.
+ 2. The intellectual property rights, including but not limited to copyrights, of the ALOS-2 ScanSAR data Products 
+belong to JAXA.
+ 3. The user shall retain the ownership of value-added products (modified products with high-level processing which are irreversible to standard data. High-level data processing includes data analysis or combining multiple-ALOS-2 ScanSAR data Product, image processing based on external information, and physical quantity conversion).
+ 4. When the user publishes and/or redistributes their-generated value-added products based on the ALOS-2 ScanSAR data Product, user will indicate: "the original ALOS-2 ScanSAR data products are provided by JAXA".
+ 5. When the user intends to publish the results directly using or indirectly based on the ALOS-2 ScanSAR data products, the user will indicate owner of the Data Products as "(C)JAXA [year of acquisition]. All rights reserved."
+
+### ALOS-2 Tonlé Sap Lake AOI
+
+![Example of All datasets outputs](Jaxa_lakes_ALOS2_HV.png)<br>
+*Tonlé Sap Lake*
diff --git a/collections/Jaxa_lakes_ALOS2_HV/script.js b/collections/Jaxa_lakes_ALOS2_HV/script.js
@@ -0,0 +1,9 @@
+function  stretch(val, min, max)  {
+return (val-min)/(max-min);
+}
+
+
+
+return [
+  stretch(HV, 1, 7000),
+]
diff --git a/collections/Lakes_surface_water_temperature.yaml b/collections/Lakes_surface_water_temperature.yaml
@@ -0,0 +1,84 @@
+Name: Lakes_surface_water_temperature
+OpenEOPID: CCI_LAKES_WATER_TEMPERATURE
+Description: |
+  Lakes and enclosed inland seas are integrators of environmental and climatic changes occurring within their contributing basins. Factors driving lake conditions vary widely across space and time, and lakes, in turn, play an essential role in local and global climate regulation, with positive and negative feedback depending on the catchment. Understanding the complex behaviour of lakes in a changing environment is essential to effective water resource management and mitigation of climate change effects.
+  Lakes have been observed as sentinels of climate change, both directly and indirectly, through watershed changes. Lakes integrate responses over time, and studies of globally distributed lakes can capture different aspects of climate change. Therefore, a global and consistent climate data record of lakes is essential to mitigate and adapt to climate change.
+  This particular layer refers to Balaton Lake Surface Water temperature (LSWT), correlated with regional air temperatures and a proxy for mixing regimes, driving biogeochemical cycling and seasonality.
+AdditionalInfoExternal:
+  Title: Additional info
+  Path: Lakes_surface_water_temperature/README.md
+Image: Lakes_surface_water_temperature/Balaton_surface_water_temperature.png
+EDCBrowser: ""
+Resolution: pixel size (0.008333333333333,-0.008333333333333)
+GeographicalCoverage: 12.2833, 12.35, 136.2833, 59.425
+TemporalAvailability: 2010-01-01 - 2020-12-31
+BandInformation: waterTemperature
+Contact: "[ESA](mailto:[email protected])"
+Provider: "[ESA](http://www.esa.int/)"
+ManagedBy: "[ESA](http://www.esa.int/)"
+Tags: 
+  - copernicus services
+  - C3S
+  - open data
+  - sentinel hub
+  - raster
+  - race challenges
+License:
+  The Lakes CCI data are made available under a Creative Commons License by Attribution (CC By 4.0) ([details](https://creativecommons.org/licenses/by/4.0/))
+Resources:
+ - Group: Sentinel Hub Resources
+ - EndPoint: https://services.sentinel-hub.com
+   Name: Sentinel Hub
+   Role: processor
+   Type: byoc-9fdb8c27-9000-4912-b715-1465f840a1db
+   CollectionId: 9fdb8c27-9000-4912-b715-1465f840a1db
+   Primary: True
+Configurations:
+  - href: "https://docs.sentinel-hub.com/api/latest/api/process/"
+    rel: "about"
+    type: "text/html"
+    title: "Details about running Evalscripts"
+  - href: "https://raw.githubusercontent.com/eurodatacube/public-collections/main/collections/Lakes_surface_water_temperature/script.js"
+    rel: "processing-expression"
+    type: "application/javascript"
+    title: "Evalscript to generate Lakes water surfate tempeartures maps"
+    sentinelhub:layer_name: "Lakes_surface_water_temperature"
+    sentinelhub:mosaicking_order: "mostRecent"
+    sentinelhub:upsampling: "BICUBIC"
+Extent:
+  spatial:
+    bbox:
+      -
+        - 12.2833
+        - 12.35
+        - 136.2833
+        - 59.425
+  temporal:
+    interval:
+      -
+        - '2010-01-01T00:00:00Z'
+        - '2020-12-31T00:00:00Z'
+CubeDimensions:
+  x:
+    type: spatial
+    axis: x
+    extent:
+      - 12.2833
+      - 136.2833
+  y:
+    type: spatial
+    axis: y
+    extent:
+      - 12.35
+      - 59.425
+  t:
+    type: temporal
+    extent:
+      - '2010-01-01T00:00:00Z'
+      - '2020-12-31T00:00:00Z'
+  bands:
+    type: bands
+    values:
+      - waterTemperature
+RegistryEntryAdded: "2023-07-13"
+RegistryEntryLastModified: "2023-07-13"
diff --git a/collections/Lakes_surface_water_temperature/Balaton_surface_water_temperature.png b/collections/Lakes_surface_water_temperature/Balaton_surface_water_temperature.png
diff --git a/collections/Lakes_surface_water_temperature/README.md b/collections/Lakes_surface_water_temperature/README.md
@@ -0,0 +1,23 @@
+# Lakes_surface_water_temperature
+
+## Short description
+
+Lakes and enclosed inland seas are integrators of environmental and climatic changes occurring within their contributing basins. 
+Factors driving lake conditions vary widely across space and time, and lakes, in turn, play an essential role in local and global climate regulation, with positive and negative feedback depending on the catchment. 
+Understanding the complex behaviour of lakes in a changing environment is essential to effective water resource management and mitigation of climate change effects. 
+
+Lakes have been observed as sentinels of climate change, both directly and indirectly, through watershed changes. 
+Lakes integrate responses over time, and studies of globally distributed lakes can capture different aspects of climate change. 
+Therefore, a global and consistent climate data record of lakes is essential to mitigate and adapt to climate change.
+
+This particular layer refers to Balaton Lake Surface Water temperature (LSWT), correlated with regional air temperatures and a proxy for mixing regimes, driving biogeochemical cycling and seasonality.
+
+## More information
+
+- [Data Source](https://catalogue.ceda.ac.uk/uuid/a07deacaffb8453e93d57ee214676304)
+- [Data Documentation](https://climate.esa.int/en/projects/lakes/key-documents-lakes/)
+
+### Balaton Lake surface water temperature
+
+![Example datasets outputs](Balaton_surface_water_temperature.png)<br>
+*Balaton Lake surface water temperature*
diff --git a/collections/Lakes_surface_water_temperature/script.js b/collections/Lakes_surface_water_temperature/script.js
@@ -0,0 +1,24 @@
+//VERSION=3
+function setup() {
+  return {
+    input: [{
+      bands: ["waterTemperature", "dataMask"], // this sets which bands to use
+    }],
+    output: { // this defines the output image type
+      bands: 4,
+      sampleType: "UINT8"
+    }
+  };
+}
+
+
+
+function evaluatePixel(sample) {
+
+
+
+  var arr = colorBlend(sample.waterTemperature,    [270, 275, 280, 285, 290, 295, 300 , 305, 310],    [[39,79,133,],[86,141,186], [128,174,207], [197,219,233],[246,246,246],[243,211,192],[227,164,142],[183,83,74],[129,32,40] ]); 
+  if (sample.dataMask==1)  arr.push(255);
+  else arr.push(0);
+  return arr;
+}