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How can Big Data and machine learning benefit environment and water management: a survey of methods, applications, and future directions 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (7)
作者:  Sun, Alexander Y.;  Scanlon, Bridget R.
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
machine learning  deep learning  predictive analytics  artificial intelligence  environmental management  big Data  remote sensing  
Characterizing precipitation events leading to surface water flood damage over large regions of complex terrain 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (6)
作者:  Bernet, Daniel Benjamin;  Trefalt, Simona;  Martius, Olivia;  Weingartner, Rolf;  Mosimann, Markus;  Roethlisberger, Veronika;  Zischg, Andreas Paul
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/26
surface water floods  insurance damage claim data  precipitation  impact-oriented early warning systems  
World Heritage in danger: Big data and remote sensing can help protect sites in conflict zones 期刊论文
GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS, 2019, 55: 97-104
作者:  Levin, Noam;  Ali, Saleem;  Crandall, David;  Kark, Salit
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/26
World Heritage Sites  Big data  Remote sensing  Armed conflicts  Arab countries  Middle East  GDELT  Night lights  Flickr  
Predictability of the European heat and cold waves 期刊论文
CLIMATE DYNAMICS, 2019, 52: 2481-2495
作者:  Lavaysse, Christophe;  Naumann, Gustavo;  Alfieri, Lorenzo;  Salamon, Peter;  Vogt, Juergen
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Predictability  Heat waves  Cold waves  Ensemble forecasts  Validation  
Evaluating the social and environmental factors behind the 2015 extreme fire event in Sumatra, Indonesia 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (1)
作者:  Sze, Jocelyne Shimin;  Jefferson;  Lee, Janice Ser Huay
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
peat  drought  socio-economic  haze  land-use  forest degradation