How to access Copernicus Land Monitoring Service data in Copernicus Data Space Ecosystem скачать в хорошем качестве

How to access Copernicus Land Monitoring Service data in Copernicus Data Space Ecosystem

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