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Integrating data mining and transmission theory in the ecology of infectious diseases 期刊论文
ECOLOGY LETTERS, 2020, 23 (8) : 1178-1188
作者:  Han, Barbara A.;  39;Regan, Suzanne M.
收藏  |  浏览/下载：8/0  |  提交时间：2020/05/25
Boosted regression  disease dynamics  disease macroecology  pathogen transmission  random forest  statistical learning  zoonosis  zoonotic spillover  
Integrating precipitation zoning with random forest regression for the spatial downscaling of satellite-based precipitation: A case study of the Lancang-Mekong River basin 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (10) : 3947-3961
作者:  Zhang, Jing;  Fan, Hui;  He, Daming;  Chen, Jiwei
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
lancang-mekong river basin  precipitation zoning  random forest regression  REOF analysis  spatial downscaling  
Flow Prediction in Ungauged Catchments Using Probabilistic Random Forests Regionalization and New Statistical Adequacy Tests 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (5) : 4364-4392
作者:  Prieto, Cristina;  Le Vine, Nataliya;  Kavetski, Dmitri;  Garcia, Eduardo;  Medina, Raul
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/26
regionalization  ungauged catchments  uncertainty  random forests regression  model adequacy test  Bayesian inference  
Eat Your Fish and Sell It, Too - Livelihood Choices of Small-Scale Fishers in Rural Cambodia 期刊论文
ECOLOGICAL ECONOMICS, 2018, 154: 88-98
作者:  Hartje, Rebecca;  Buehler, Dorothee;  Grote, Ulrike
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
Cambodia  Small-scale capture fishery  Sustainable Livelihood Framework  Livelihood strategies  Food security  Random effects regression  
An innovative approach to the assessment of hydro-political risk: A spatially explicit, data driven indicator of hydro-political issues 期刊论文
GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS, 2018, 52: 286-313
作者:  Farinosi, F.;  Giupponi, C.;  Reynaud, A.;  Ceccherini, G.;  Carmona-Moreno, C.;  De Roo, A.;  Gonzalez-Sanchez, D.;  Bidoglio, G.
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Hydro-political risk  Water cross-border issues  Transboundary water interactions  Random Forest regression  
Inside or Outside: Quantifying Extrapolation Across River Networks 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (9) : 6983-7003
作者:  Booker, Douglas J.;  Whitehead, Amy L.
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
random forests  multivariate adaptive regression splines  interpolation  extrapolation  river networks  
Environmental uniformity, site quality and tree competition interact to determine stand productivity of clonal Eucalyptus 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2018, 410: 76-83
作者:  Resende, Rafael T.;  Soares, Alvaro A. V.;  Forrester, David I.;  Marcatti, Gustavo E.;  dos Santos, Alexandre R.;  Takahashi, Elizabete K.;  e Silva, Fabyano F.;  Grattapaglia, Dario;  Resende, Marcos Deon V.;  Leite, Helio G.
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
Clonal forest  Breeding  Eucalyptus sp.  Forest management  Mixed models  Random regression  Plant based indexes  Structural diversity  Phenotypic plasticity