k0gy7-94g30 utf8 dataset 2026-04-15T00:23:54.730715+01:00 Torgnon - Gross Primary Production (2017-2023) 2025-02-21 publication Gross Primary Production (GPP) represents the total amount of carbon fixed by plants through photosynthesis in an ecosystem over a specific period. GPP data products are derived using a data-driven approach that integrates Earth observation data with in-situ carbon flux measurements. Specifically, GPP estimations combine Sentinel-2 multispectral imagery with carbon flux data from eddy covariance towers, employing the XGBoost machine learning algorithm for prediction. The resulting GPP maps are generated at a 10-meter spatial resolution and a temporal frequency up to 5 days, covering the period from March 2017 to December 2023. The temporal resolution is contingent upon 50% free-cloud conditions in the area of interest, with lower frequencies occurring during periods of high cloud coverage. The spatial extent of the GPP maps corresponds to the boundaries of long-term observation sites as recorded in the DEIMS-SDR registry (e.g., https://deims.org/a03ef869-aa6f-49cf-8e86-f791ee482ca9). For sites where the boundary area is smaller than 1 km², or if only point coordinates are available in DEIMS-SDR, the maps are constrained to a 1 km x 1 km bounding box. eLTER timeseries WCS ImageMosaic Gross Primary Production Sentinel-2 MSI RS eLTER ecosystem functioning vegetation plant https://doi.org/10.23728/b2share.26b2357fc9a1489e802fc808d8320570 Torgnon grassland Tellinod (IT19 Aosta Valley) - Italy english 7.572618182070743 7.585464090633652 45.841567937789655 45.85055109063085 2017-01-01 2023-12-31 CC BY 4.0 https://spatialportal.elter-ri.eu/geoserver/ows?service=WMS&version=1.3.0&request=GetCapabilities&namespace=agame agame:torgnon_gpp_timeseries WMS