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FLUXCOM-X daily net ecosystem exchange on global 0.25 degree grid for 2011

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2011-01-01–2011-12-30
10.18160/5NZG-JMJE (target, metadata)
11676/NLT4lCyNsNkGTir4-YSuZVmm (link)

X-BASE NEE 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. The GPP estimates from the eddy covariance data was based on the Nighttime Partitioning method.

Published paper: https://egusphere.copernicus.org/preprints/2024/egusphere-2024-165/

2011-01-01 00:00:00
2011-12-31 00:00:00
daily
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NEE_2011_025_daily.nc
360 MB (377152939 bytes)
3

Production

2023-11-09 11:00:00

Previewable variables

Name Value type Unit Quantity kind Preview
NEE net ecosystem exchange of carbon gC m-2 d-1 particle flux Preview

Statistics

101
0

Submission

2024-01-30 15:57:46
2024-01-30 15:49:25

Technical information

34b4f8942c8db0d9064e2af8f984ae6559a67533db78a79fc4a39dc1768c9eef
NLT4lCyNsNkGTir4+YSuZVmmdTPbeKefxKOdwXaMnu8
S: -90, W: -180, N: 90, E: 180
BIOGEOCHEMICAL CYCLES CARBON ECOSYSTEM FUNCTIONS FLUXCOM FLUXCOM-X LAND SURFACE TERRESTRIAL ECOSYSTEMS VEGETATION biosphere modeling carbon flux