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Improving the prediction of an atmospheric chemistry transport model using gradient-boosted regression trees 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2020, 20 (13) : 8063-8082
作者:  Ivatt, Peter D.;  Evans, Mathew J.
收藏  |  浏览/下载：11/0  |  提交时间：2020/07/21
Linking large-scale circulation patterns to low-cloud properties 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2020, 20 (12) : 7125-7138
作者:  Juliano, Timothy W.;  Lebo, Zachary J.
收藏  |  浏览/下载：9/0  |  提交时间：2020/06/22
Comparative assessment of environmental variables and machine learning algorithms for maize yield prediction in the US Midwest 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (6)
作者:  Kang, Yanghui;  Ozdogan, Mutlu;  Zhu, Xiaojin;  Ye, Zhiwei;  Hain, Christopher;  Anderson, Martha
收藏  |  浏览/下载：15/0  |  提交时间：2020/07/02
crop yields  climate impact  machine learning  deep learning  data-driven  
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
Physics-Constrained Machine Learning of Evapotranspiration 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019
作者:  Zhao, Wen Li;  Gentine, Pierre;  Reichstein, Markus;  Zhang, Yao;  Zhou, Sha;  Wen, Yeqiang;  Lin, Changjie;  Li, Xi;  Qiu, Guo Yu
收藏  |  浏览/下载：16/0  |  提交时间：2020/02/17
machine learning  physics constrained  evapotranspiration  FLUXNET  energy conservation  generalizations  
The Application of Convolutional Neural Networks to Detect Slow, Sustained Deformation in InSAR Time Series 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (21) : 11850-11858
作者:  Anantrasirichai, N.;  Biggs, J.;  Albino, F.;  Bull, D.
收藏  |  浏览/下载：6/0  |  提交时间：2020/02/17
Interferometric Synthetic Aperture Radar  machine learning  detection  deformation  
Measuring visual quality of street space and its temporal variation: Methodology and its application in the Hutong area in Beijing 期刊论文
LANDSCAPE AND URBAN PLANNING, 2019, 191
作者:  Tang, Jingxian;  Long, Ying
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
Public space  Visual quality  Perceived quality  Street view picture  Hutong  
Combining discovery and targeted proteomics reveals a prognostic signature in oral cancer 期刊论文
NATURE COMMUNICATIONS, 2018, 9
作者:  Carnielli, Carolina Moretto;  Soares Macedo, Carolina Carneiro;  De Rossi, Tatiane;  Granato, Daniela Campos;  Rivera, Cesar;  Domingues, Romenia Ramos;  Pauletti, Bianca Alves;  Yokoo, Sami;  Heberle, Henry;  Busso-Lopes, Ariane Fidelis;  Cervigne, Nilva Karla;  Sawazaki-Calone, Iris;  Meirelles, Gabriela Vaz;  Marchi, Fabio Albuquerque;  Telles, Guilherme Pimentel;  Minghim, Rosane;  Prado Ribeiro, Ana Carolina;  Brandao, Thais Bianca;  Castro, Gilberto de, Jr.;  Alejandro Gonzalez-Arriagada, Wilfredo;  Gomes, Alexandre;  Penteado, Fabio;  Santos-Silva, Alan Roger;  Lopes, Marcio Ajudarte;  Rodrigues, Priscila Campioni;  Sundquist, Elias;  Salo, Tuula;  da Silva, Sabrina Daniela;  Alaoui-Jamali, Moulay A.;  Graner, Edgard;  Fox, Jay W.;  Della Coletta, Ricardo;  Paes Leme, Adriana Franco
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/27
Benchmark estimates for aboveground litterfall data derived from ecosystem models 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (8)
作者:  Li, Shihua;  Yuan, Wenping;  Ciais, Philippe;  Viovy, Nicolas;  Ito, Akihiko;  Jia, Bingrui;  Zhu, Dan
收藏  |  浏览/下载：11/0  |  提交时间：2019/11/27
aboveground litterfall production  leaf area index  random forest  ecosystem model  
Machine Learning Reveals the State of Intermittent Frictional Dynamics in a Sheared Granular Fault 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (13) : 7395-7403
作者:  Ren, C. X.;  Dorostkar, O.;  Rouet-Leduc, B.;  Hulbert, C.;  Strebel, D.;  Guyer, R. A.;  Johnson, P. A.;  Carmeliet, J.
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/27