ICOS

FLUXCOM-X daily evapotranspiration on global 0.25 degree grid for 2014

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11676/EXtjVtqq1zsWDGM8cVte6T9R (link)
X-BASE ET (Evapotranspiration) is based on the FLUXCOM-X framework which trains machine learning models on in-situ eddy covariance data and uses them to produce this global product. The X-BASE experiment is a basic configuration to serve as a baseline for the FLUXCOM-X framework and includes as predictors the core meteorlogical data, plant functional type classification as well as MODIS based vegitation indicies and land surface temperature. XGBoost was used as the machine learning algorithm.
2014-01-01 12:00:00
2014-12-31 12:00:00
daily
Gans, F., Duveiller, G., Hamdi, Z., Jung, M., Kraft, B., Nelson, J., Walther, S., Weber, U., Zhang, W. (2023). FLUXCOM-X daily evapotranspiration on global 0.25 degree grid for 2014, Miscellaneous, https://hdl.handle.net/11676/EXtjVtqq1zsWDGM8cVte6T9R
BibTex
@misc{https://hdl.handle.net/11676/EXtjVtqq1zsWDGM8cVte6T9R,
  author={Gans, Fabian and Duveiller, Gregory and Hamdi, Zayd and Jung, Martin and Kraft, Basil and Nelson, Jacob A. and Walther, Sophia and Weber, Ulrich and Zhang, Weijie},
  title={FLUXCOM-X daily evapotranspiration on global 0.25 degree grid for 2014},
  year={2023},
  note={X-BASE ET (Evapotranspiration) is based on the FLUXCOM-X framework which trains machine learning models on in-situ eddy covariance data and uses them to produce this global product. The X-BASE experiment is a basic configuration to serve as a baseline for the FLUXCOM-X framework and includes as predictors the core meteorlogical data, plant functional type classification as well as MODIS based vegitation indicies and land surface temperature. XGBoost was used as the machine learning algorithm.},
  keywords={BIOGEOCHEMICAL CYCLES, ECOSYSTEM FUNCTIONS, TERRESTRIAL ECOSYSTEMS, VEGETATION, CARBON, LAND SURFACE, FLUXCOM},
  url={https://hdl.handle.net/11676/EXtjVtqq1zsWDGM8cVte6T9R},
  publisher={Carbon Portal},
  copyright={http://meta.icos-cp.eu/ontologies/cpmeta/icosLicence},
  pid={11676/EXtjVtqq1zsWDGM8cVte6T9R}
}
RIS
TY - DATA
T1 - FLUXCOM-X daily evapotranspiration on global 0.25 degree grid for 2014
ID - 11676/EXtjVtqq1zsWDGM8cVte6T9R
PY - 2023
AB - X-BASE ET (Evapotranspiration) is based on the FLUXCOM-X framework which trains machine learning models on in-situ eddy covariance data and uses them to produce this global product. The X-BASE experiment is a basic configuration to serve as a baseline for the FLUXCOM-X framework and includes as predictors the core meteorlogical data, plant functional type classification as well as MODIS based vegitation indicies and land surface temperature. XGBoost was used as the machine learning algorithm.
UR - https://hdl.handle.net/11676/EXtjVtqq1zsWDGM8cVte6T9R
PB - Carbon Portal
AU - Gans, Fabian
AU - Duveiller, Gregory
AU - Hamdi, Zayd
AU - Jung, Martin
AU - Kraft, Basil
AU - Nelson, Jacob A.
AU - Walther, Sophia
AU - Weber, Ulrich
AU - Zhang, Weijie
KW - BIOGEOCHEMICAL CYCLES
KW - ECOSYSTEM FUNCTIONS
KW - TERRESTRIAL ECOSYSTEMS
KW - VEGETATION
KW - CARBON
KW - LAND SURFACE
KW - FLUXCOM
ER - 
ET_2014_025_daily.nc
353 MB (370492949 bytes)
3

Production

2023-06-16 00:00:00

Previewable variables

Name Value type Unit Quantity kind Preview
ET evapotranspiration mm h-1 particle flux Preview

Statistics

0
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Submission

2023-07-25 11:07:38
2023-07-25 10:58:37

Technical information

117b6356daaad73b160c633c715b5ee93f513d9310f60e87dfa38876062b3672
EXtjVtqq1zsWDGM8cVte6T9RPZMQ9g6H36OIdgYrNnI
S: -90, W: -180, N: 90, E: 180
BIOGEOCHEMICAL CYCLES CARBON ECOSYSTEM FUNCTIONS FLUXCOM LAND SURFACE TERRESTRIAL ECOSYSTEMS VEGETATION biosphere modeling carbon flux