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Meteorology-driven variability of air pollution (PM1) revealed with explainable machine learning 期刊论文
Atmospheric Chemistry and Physics, 2020
作者:  Roland Stirnberg, Jan Cermak, Simone Kotthaus, Martial Haeffelin, Hendrik Andersen, Julia Fuchs, Miae Kim, Jean-Eudes Petit, and Olivier Favez
收藏  |  浏览/下载：46/0  |  提交时间：2020/08/09
Synoptic-scale controls of fog and low-cloud variability in the Namib Desert 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2020, 20 (6) : 3415-3438
作者:  Andersen, Hendrik;  Cermak, Jan;  Fuchs, Julia;  Knippertz, Peter;  Gaetani, Marco;  Quinting, Julian;  Sippel, Sebastian;  Vogt, Roland
收藏  |  浏览/下载：11/0  |  提交时间：2020/07/02
Mapping and Understanding Patterns of Air Quality Using Satellite Data and Machine Learning 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2020, 125 (4)
作者:  Stirnberg, Roland;  Cermak, Jan;  Fuchs, Julia;  Andersen, Hendrik
收藏  |  浏览/下载：5/0  |  提交时间：2020/07/02
Building a cloud in the southeast Atlantic: understanding low-cloud controls based on satellite observations with machine learning 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2018, 18 (22) : 16537-16552
作者:  Fuchs, Julia;  Cermak, Jan;  Andersen, Hendrik
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Models meet data: Challenges and opportunities in implementing land management in Earth system models 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (4) : 1470-1487
作者:  Pongratz, Julia;  Dolman, Han;  Don, Axel;  Erb, Karl-Heinz;  Fuchs, Richard;  Herold, Martin;  Jones, Chris;  Kuemmerle, Tobias;  Luyssaert, Sebastiaan;  Meyfroidt, Patrick;  Naudts, Kim
收藏  |  浏览/下载：9/0  |  提交时间：2019/04/09
climate  croplands  Earth observations  Earth system models  forestry  grazing  land management  land use  
On the Influence of Air Mass Origin on Low-Cloud Properties in the Southeast Atlantic 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2017, 122 (20)
作者:  Fuchs, Julia;  Cermak, Jan;  Andersen, Hendrik;  Hollmann, Rainer;  Schwarz, Katharina
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Understanding the drivers of marine liquid-water cloud occurrence and properties with global observations using neural networks 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2017, 17 (15)
作者:  Andersen, Hendrik;  Cermak, Jan;  Fuchs, Julia;  Knutti, Reto;  Lohmann, Ulrike
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Land management: data availability and process understanding for global change studies 期刊论文
GLOBAL CHANGE BIOLOGY, 2017, 23 (2)
作者:  Erb, Karl-Heinz;  Luyssaert, Sebastiaan;  Meyfroidt, Patrick;  Pongratz, Julia;  Don, Axel;  Kloster, Silvia;  Kuemmerle, Tobias;  Fetzel, Tamara;  Fuchs, Richard;  Herold, Martin;  Haberl, Helmut;  Jones, Chris D.;  Marin-Spiotta, Erika;  McCallum, Ian;  Robertson, Eddy;  Seufert, Verena;  Fritz, Steffen;  Valade, Aude;  Wiltshire, Andrew;  Dolman, Albertus J.
收藏  |  浏览/下载：9/0  |  提交时间：2019/04/09
data availability  earth system models  global land-use data sets  land management  land-cover modification  process understanding