How to access Copernicus Land Monitoring Service data in Copernicus Data Space Ecosystem
Автор: Copernicus Data Space Ecosystem
Загружено: 2025-11-06
Просмотров: 539
There are many ways to access Copernicus Land Monitoring Services data in CDSE. This video introduces you to the datasets and walks you through the individual API-based and web-based tools. These include Copernicus Browser with its time series and histogram tools, creating a configuration and sharing it with a web GIS or desktop software via OGC, building an API request via the requests builder or working directly in code using the Jupyter Lab.
0:00 Introduction
0:13 CLMS website https://land.copernicus.eu/en
1:00 Documentation https://documentation.dataspace.coper...
1:25 CLMS blog post: https://dataspace.copernicus.eu/cases...
1:42 Copernicus Browser: https://browser.dataspace.copernicus.eu/
2:30 CLMS Global land cover in Copernicus Browser: https://link.dataspace.copernicus.eu/...
3:00 Soil moisture, la Rioja, Spain - time series analysis in Copernicus Browser: https://link.dataspace.copernicus.eu/... (outline of area of interest: {"type":"Polygon","coordinates":[[[-1.659333,42.329108],[-1.950394,42.461967],[-2.246946,42.593533],[-2.624501,42.586455],[-2.982835,42.616781],[-3.03226,42.440688],[-2.785133,42.433593],[-2.760421,42.532844],[-2.532515,42.470071],[-2.509175,42.311847],[-2.186537,42.212245],[-1.806236,42.106374],[-1.659333,42.329108]]]})
4:00 Snow cover and compare mode https://link.dataspace.copernicus.eu/...
4:45 Land Surface Temperature Riga, 21 July, applying custom evalscript and hour setting https://link.dataspace.copernicus.eu/... . Link to scripts: https://github.com/eu-cdse/sentinel-h... ; the script used in the demo is here: https://github.com/eu-cdse/sentinel-h..., Time series and histogram calculation
7:10 CLMS Productivity and seasonality indices - Australia, Copernicus Browser 3D globe view https://link.dataspace.copernicus.eu/...
7:54 CLMS Water quality mean chlorophyll - timelapse https://link.dataspace.copernicus.eu/...
9:22 Configuration / OGC for embedding in web maps or desktop GIS: https://shapps.dataspace.copernicus.e... , link to collection ID: https://documentation.dataspace.coper... , link to evalscript: https://github.com/eu-cdse/sentinel-h...
12:44 Requests builder for creating API request code in a graphical interface: https://shapps.dataspace.copernicus.e... ; BYOC ID here: https://documentation.dataspace.coper... ; The completed evalscript (after edits) is here: https://github.com/azlinszkysinergise... ; Bounding box POLYGON ((23.348554 56.419978,25.107359 56.419978,25.107359 57.124314,23.348554 57.124314,23.348554 56.419978))
15:58 Accessing CLMS data with Sentinel Hub API requests in Jupyter: CDSE Jupyter hub: https://jupyterhub.dataspace.copernic... ; generating oauth Client ID-s and secrets and using them in Jupyter: • Introduction to Sentinel Hub APIs: Accessi... ; Introduction to Sentinel Hub API-s in CDSE Jupyter Lab: • Introduction to Sentinel Hub APIs on Coper... ; the notebook used for the example: https://github.com/eu-cdse/notebook-s...
18:20 Summary and conclusions
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