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ZENODO
Dataset . 2025
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
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Datasets ET SEN4ET

Authors: Bellvert, Joaquim; Pàmies Sans, Magí;

Datasets ET SEN4ET

Abstract

This dataset contains detailed metadata for the SEN4ET project, developed under the ET4DROUGHT initiative. It includes information about evapotranspiration (ET) estimation using remote sensing and meteorological data for two zones in Catalonia: Lleida and BaixTer, covering the period 2017–2024. The metadata describes: Spatial and temporal coverage of all datasets. Coordinate Reference Systems (CRS) used for each product. Spatial extent and dimensions for each zone and dataset. Folder structure and file naming conventions. Products and variables from Sentinel-2, Sentinel-3, ERA5, CAMS, and TSEB-based ET models. File formats (NetCDF, GeoTIFF, CSV, GeoJSON) and resolutions (20 m for most datasets, 1 km for Sentinel-3 LST, ~45.8 km for ERA5/CAMS). Processing details including gap-filling strategies and model outputs (TSEB, SW, PM). This metadata ensures FAIR principles (Findable, Accessible, Interoperable, Reusable) for the SEN4ET dataset and supports reproducibility of ET modeling workflows. This repository also contains sample files to illustrate the structure and format of the SEN4ET dataset, including: sen4et_metadades.txt: The complete metadata file. output_S2.zip: Example files from the SENTINEL-2 BIOPHYSICAL DATASET. output_S3.zip: Example files from the SENTINEL-3 LAND SURFACE TEMPERATURE DATASET. Meteo_Lleida_2022.zip: Example files from the METEOROLOGICAL DATASETS. pyTSEB_20220609_HR.nc: Example file from the INPUT DATASET – HIGH RESOLUTION (HR). 20220609_ET_TSEB_PT_LST_DT_HR.nc: Example file from the ET OUTPUT PRODUCTS. 20220609_ETa_pond_Lleida.nc: Example file from the ETa_pond PRODUCTS. Three GIF files illustrating time series examples derived from this dataset.

Keywords

Evapotranspiration, Remote sensing, Land surface temperature

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average