State Key Laboratory of Earth Surface Processes and Resource Ecology, School of Natural Resources, Faculty of Geographical Science, Beijing Normal University, Beijing, China
State Key Laboratory of Earth Surface Processes and Resource Ecology, School of Natural Resources, Faculty of Geographical Science, Beijing Normal University, Beijing, China
State Key Laboratory of Earth Surface Processes and Resource Ecology, School of Natural Resources, Faculty of Geographical Science, Beijing Normal University, Beijing, China
Fei Chen
National Center for Atmospheric Research, Boulder, CO, USA
State Key Laboratory of Earth Surface Processes and Resource Ecology, School of Natural Resources, Faculty of Geographical Science, Beijing Normal University, Beijing, China
Zhixing Peng
State Key Laboratory of Earth Surface Processes and Resource Ecology, School of Natural Resources, Faculty of Geographical Science, Beijing Normal University, Beijing, China
Chen Zheng
Institute of Geographic Sciences and Natural Resources Research,
Chinese Academy of Sciences, Beijing, China
Viewed
Total article views: 4,128 (including HTML, PDF, and XML)
HTML
PDF
XML
Total
BibTeX
EndNote
2,996
1,026
106
4,128
112
123
HTML: 2,996
PDF: 1,026
XML: 106
Total: 4,128
BibTeX: 112
EndNote: 123
Views and downloads (calculated since 14 Dec 2022)
Cumulative views and downloads
(calculated since 14 Dec 2022)
Total article views: 2,973 (including HTML, PDF, and XML)
HTML
PDF
XML
Total
BibTeX
EndNote
2,355
539
79
2,973
98
108
HTML: 2,355
PDF: 539
XML: 79
Total: 2,973
BibTeX: 98
EndNote: 108
Views and downloads (calculated since 17 Apr 2023)
Cumulative views and downloads
(calculated since 17 Apr 2023)
Total article views: 1,155 (including HTML, PDF, and XML)
HTML
PDF
XML
Total
BibTeX
EndNote
641
487
27
1,155
14
15
HTML: 641
PDF: 487
XML: 27
Total: 1,155
BibTeX: 14
EndNote: 15
Views and downloads (calculated since 14 Dec 2022)
Cumulative views and downloads
(calculated since 14 Dec 2022)
Viewed (geographical distribution)
Total article views: 4,128 (including HTML, PDF, and XML)
Thereof 4,012 with geography defined
and 116 with unknown origin.
Total article views: 2,973 (including HTML, PDF, and XML)
Thereof 2,901 with geography defined
and 72 with unknown origin.
Total article views: 1,155 (including HTML, PDF, and XML)
Thereof 1,111 with geography defined
and 44 with unknown origin.
This study highlights the role of integrating vegetation and multi-source soil moisture observations in regional climate models via a hybrid data assimilation and machine learning method. In particular, we show that this approach can improve land surface fluxes, near-surface atmospheric conditions, and land–atmosphere interactions by implementing detailed land characterization information in basins with complex underlying surfaces.
This study highlights the role of integrating vegetation and multi-source soil moisture...
