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Small-scale water deficits after wildfires create long-lasting ecological impacts 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (4)
作者:  O&;  39;Connor, Rory C.
收藏  |  浏览/下载:1/0  |  提交时间:2020/07/02
water deficit  ecological drought  sagebrush  fire  seeding  
Harvesting big data from residential building energy performance certificates: retrofitting and climate change mitigation insights at a regional scale 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (9)
作者:  Gouveia, Joao Pedro;  Palma, Pedro
收藏  |  浏览/下载:6/0  |  提交时间:2019/11/27
building envelope  heating and cooling  energy performance gap  energy needs  Portugal  
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:9/0  |  提交时间:2019/11/27
machine learning  deep learning  predictive analytics  artificial intelligence  environmental management  big Data  remote sensing  
Using machine learning to build temperature-based ozone parameterizations for climate sensitivity simulations 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2018, 13 (10)
作者:  Nowack, Peer;  Braesicke, Peter;  Haigh, Joanna;  Abraham, Nathan Luke;  Pyle, John;  Voulgarakis, Apostolos
收藏  |  浏览/下载:5/0  |  提交时间:2019/04/09
climate change  climate sensitivity  ozone  parameterization  machine learning  big data  climate modeling  
Using spatial statistics to identify emerging hot spots of forest loss 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2017, 12 (2)
作者:  Harris, Nancy L.;  Goldman, Elizabeth;  Gabris, Christopher;  Nordling, Jon;  Minnemeyer, Susan;  Ansari, Stephen;  Lippmann, Michael;  Bennett, Lauren;  Raad, Mansour;  Hansen, Matthew;  Potapov, Peter
收藏  |  浏览/下载:21/0  |  提交时间:2019/04/09
deforestation  spatial statistics  Brazil  Democratic Republic of Congo  Indonesia