de.pangaea.dataset932924 und dataset PANGAEA
info@pangaea.de
https://www.pangaea.de/ information pointOfContact 2026-04-30T21:43:23Z https://doi.pangaea.de/10.1594/PANGAEA.932924 <gco:CharacterString>BaRAD: Bias-Adjusted RADiation Dataset</gco:CharacterString> 2021-06-23T06:53:58 publication https://doi.org/10.1594/PANGAEA.932924 Chakraborty, TC
tc.chakraborty@yale.edu
https://orcid.org/0000-0003-1338-3525 information author Lee, Xuhui
xuhui.lee@yale.edu
author PANGAEA
info@pangaea.de
https://www.pangaea.de/ information publisher tableDigital The diffuse component of solar radiation is an important, but understudied, component of the Earth's surface radiation budget. Most global climate models do not archive data on this component and observations of diffuse radiation are rare. Here, we archive a global 40-year (1980 - 2019) monthly radiation database called BaRAD (Bias-adjusted RADiation dataset) that includes the total shortwave radiation and its partitioning into its diffuse and direct beam components. The dataset is based on a random forest algorithm trained using the Global Energy Balance Archive (GEBA) monthly observation network and implemented on the Modern-Era Retrospective analysis for Research and Applications, Version 2 (MERRA-2) dataset at the native MERRA-2 resolution (0.5 degree by 0.625 degree). The dataset picks up the seasonal, latitudinal, and long-term trends in the MERRA-2 data, but with reduced biases than MERRA-2. The dataset can reduce uncertainties in modelling surface energy and carbon budgets and help optimize the placement of concentrating solar power systems. completed Chakraborty, TC
tc.chakraborty@yale.edu
https://orcid.org/0000-0003-1338-3525 information principalInvestigator diffuse radiation machine learning radiation theme <gco:CharacterString>PANGAEA Keyword List</gco:CharacterString> 1995-01-01 creation PANGAEA
info@pangaea.de
https://www.pangaea.de/ information pointOfContact copyright copyright CC-BY-4.0: Creative Commons Attribution 4.0 International textTable und geoscientificInformation 1980-01-01T00:00:00 2019-12-31T00:00:00 DATE/TIME thematicClassification Binary Object thematicClassification Binary Object (File Size) physicalMeasurement Bytes Bytes text/tab-separated-values unknown https://doi.pangaea.de/10.1594/PANGAEA.932924?format=textfile download dataset The data set was checked for completeness, correctness, and consistency of metainformation. Validity of used methods was checked and - if applicable - precision and range of data. Related to <gco:CharacterString>Using supervised learning to develop BaRAD, a 40-year monthly bias-adjusted global gridded radiation dataset</gco:CharacterString> 2021-01-01 publication https://doi.org/10.1038/s41597-021-01016-4 Chakraborty, TC
tc.chakraborty@yale.edu
https://orcid.org/0000-0003-1338-3525 information author Lee, Xuhui
xuhui.lee@yale.edu
author documentDigital Scientific Data 8(1) 238