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Efficacy of cool roofs at reducing pedestrian-level air temperature during projected 21st century heatwaves in Atlanta, Detroit, and Phoenix (USA) 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (8)
作者:  Broadbent, Ashley M.;  Krayenhoff, E. Scott;  Georgescu, Matei
收藏  |  浏览/下载：19/0  |  提交时间：2020/08/18
urban climate  heat mitigation  cool roofs  urban expansion  climate change  WRF  cooling effectiveness  
Estimation of global coastal sea level extremes using neural networks 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (7)
作者:  Bruneau, Nicolas;  Polton, Jeff;  Williams, Joanne;  Holt, Jason
收藏  |  浏览/下载：9/0  |  提交时间：2020/08/18
sea water anomaly  extremes  storm surges  GESLA database  machine learning  
Retrospect driving forces and forecasting reduction potentials of energy-related industrial carbon emissions from China's manufacturing at city level 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (7)
作者:  Su, Yongxian;  Wang, Yilong;  Zheng, Bo;  Ciais, Philippe;  Wu, Jianping;  Chen, Xiuzhi;  Wang, Yang;  Wang, Changjian;  Ye, Yuyao;  Li, Qian;  Zhang, Chaoqun;  Zhang, Hongou;  Huang, Guangqing;  Huang, Ningsheng;  Lafortezza, Raffaele
收藏  |  浏览/下载：13/0  |  提交时间：2020/08/18
carbon emission mitigation  city level  manufacturing  scenario design  carbon emission driver  mitigation strategy  
Changes of crop failure risks in the United States associated with large-scale climate oscillations in the Atlantic and Pacific Oceans 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (6)
作者:  Schillerberg, Tayler A.;  Tian, Di
收藏  |  浏览/下载：11/0  |  提交时间：2020/08/18
climate oscillation  crop failure  Bayesian analysis  maize  winter wheat  the United States  
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  
Assimilating multi-satellite snow data in ungauged Eurasia improves the simulation accuracy of Asian monsoon seasonal anomalies 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (6)
作者:  Lin, Peirong;  Yang, Zong-Liang;  Wei, Jiangfeng;  Dickinson, Robert E.;  Zhang, Yongfei;  Zhao, Long
收藏  |  浏览/下载：10/0  |  提交时间：2020/08/18
Asian monsoon  dynamical seasonal forecast  multi-satellite snow data assimilation  GRACE  MODIS  
A predictive model for seasonal pond counts in the United States Prairie Pothole Region using large-scale climate connections 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (4)
作者:  Abel, Benjamin D.;  Rajagopalan, Balaji;  Ray, Andrea J.
收藏  |  浏览/下载：10/0  |  提交时间：2020/07/02
Prairie Pothole Region  canonical correlation analysis  predictive model  pond count  
Impacts of ENSO and Madden-Julian oscillation on the genesis of tropical cyclones simulated by general circulation models and compared to observations 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (3)
作者:  Shin, Jihoon;  Park, Sungsu
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/02
tropical cylone  MJO  ENSO  general circulation model  
Central Taiwan's hydroclimate in response to land use/cover change 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (3)
作者:  Chen, Chia-Jeng;  Chen, Chu-Chun;  Lo, Min-Hui;  Juang, Jehn-Yih;  Chang, Che-Min
收藏  |  浏览/下载：8/0  |  提交时间：2020/07/02
land-atmosphere interactions  land-surface model  statistical analysis  climate change  
Estimating and understanding crop yields with explainable deep learning in the Indian Wheat Belt 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (2)
作者:  Wolanin, Aleksandra;  Mateo-Garcia, Gonzalo;  Camps-Valls, Gustau;  Gomez-Chova, Luis;  Meroni, Michele;  Duveiller, Gregory;  Liangzhi, You;  Guanter, Luis
收藏  |  浏览/下载：8/0  |  提交时间：2020/07/02
wheat yield  Indian Wheat Belt  food security  remote sensing  explainable artificial intelligence (XAI)  deep learning (DL)  regression activation map (RAM)