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Probabilistic reasoning about measurements of equilibrium climate sensitivity: combining disparate lines of evidence 期刊论文
CLIMATIC CHANGE, 2018, 151: 541-554
作者:  Cooke, Roger M.;  Wielicki, Bruce
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
Using multi-model ensembles of CMIP5 global climate models to reproduce observed monthly rainfall and temperature with machine learning methods in Australia 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (13) : 4891-4902
作者:  Wang, Bin;  Zheng, Lihong;  Liu, De Li;  Ji, Fei;  Clark, Anthony;  Yu, Qiang
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
GCMs  machine learning  multi-model ensemble  random forest  support vector machine  
Identifying Driving Factors in Flood-Damaging Processes Using Graphical Models 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (11) : 8864-8889
作者:  Vogel, Kristin;  Weise, Laura;  Schroeter, Kai;  Thieken, Annegret H.
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
flood loss  Bayesian Network  Markov Blanket  vulnerability  Germany  
Towards a predictive model of species interaction beta diversity 期刊论文
ECOLOGY LETTERS, 2018, 21 (9) : 1299-1310
作者:  Graham, Catherine H.;  Weinstein, Ben G.
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
Bayesian  dissimilarity  evolutionary history  interaction beta-diversity  interaction turnover  network ecology  prediction  rewiring  scale  species turnover  
Regional and Temporal Transferability of Multivariable Flood Damage Models 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (5) : 3688-3703
作者:  Wagenaar, Dennis;  Luedtke, Stefan;  Schroeter, Kai;  Bouwer, Laurens M.;  Kreibich, Heidi
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Predicting stream vulnerability to urbanization stress with Bayesian network models 期刊论文
LANDSCAPE AND URBAN PLANNING, 2018, 170: 138-149
作者:  Weil, Kristen K.;  Cronan, Christopher S.;  Meyer, Spencer R.;  Lilieholm, Robert J.;  Danielson, Thomas J.;  Tsomides, Leonidas;  Owen, Dave
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Stream vulnerability  Watershed urbanization  Resilience  Bayesian networks  Spatial models  Sustainable stream protection  
Environmental Conservation and Social Benefits of Charcoal Production in Mozambique 期刊论文
ECOLOGICAL ECONOMICS, 2018, 144: 100-111
作者:  Zorrilla-Miras, Pedro;  Mahamane, Mansour;  Metzger, Marc J.;  Baumert, Sophia;  Vollmer, Frank;  Luz, Ana Catarina;  Woollen, Emily;  Sitoe, Almeida A.;  Patenaude, Genevieve;  Nhantumbo, Isilda;  Ryan, Casey M.;  Paterson, James;  Matediane, Maria Julieta;  Ribeiro, Natasha Sofia;  Grundy, Isla M.
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
Bayesian Belief Networks  Land use Land Cover Change  Poverty Alleviation  Well-being  Ecosystem Services  Social-Ecological Systems  
Performance of Optimally Merged Multisatellite Precipitation Products Using the Dynamic Bayesian Model Averaging Scheme Over the Tibetan Plateau 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2018, 123 (2) : 814-834
作者:  Ma, Yingzhao;  Hong, Yang;  Chen, Yang;  Yang, Yuan;  Tang, Guoqiang;  Yao, Yunjun;  Long, Di;  Li, Changmin;  Han, Zhongying;  Liu, Ronghua
收藏  |  浏览/下载：10/0  |  提交时间：2019/04/09
dynamic Bayesian model averaging  satellite precipitation  Tibetan Plateau  data merging