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High-resolution mapping of daily climate variables by aggregating multiple spatial data sets with the random forest algorithm over the conterminous United States [期刊论文]
International Journal of Climatology, 2019-01-01,
Hashimoto H.;  Wang W.;  Melton F.S.;  Moreno A.L.;  Ganguly S.;  Michaelis A.R.;  Nemani R.R.
View/Download:39/0
 
Artificial neural networks as emulators of process-based models to analyse bathing water quality in estuaries [期刊论文]
Water Research, 2019-01-01,
García-Alba J.;  Bárcena J.F.;  Ugarteburu C.;  García A.
View/Download:20/0
 
Modelling the effects of multiple stressors on respiration and microbial biomass in the hyporheic zone using decision trees [期刊论文]
Water Research, 2019-01-01,
Mori N.;  Debeljak B.;  Škerjanec M.;  Simčič T.;  Kanduč T.;  Brancelj A.
View/Download:23/0
 
Machine Learning for Sustainable Structures: A Call for Data [期刊论文]
STRUCTURES, 2019-01-01, 19) : 1-4
D';  Amico, B.;  Myers, R. J.;  Sykes, J.;  Voss, E.;  Cousins-Jenvey, B.;  Fawcett, W.;  Richardson, S.;  Kermani, A.;  Pomponi, F.
View/Download:30/0
 
Quantifying household resilience with high frequency data: Temporal dynamics and methodological options [期刊论文]
WORLD DEVELOPMENT, 2019-01-01, 121) : 1-15
Knippenberg, Erwin;  Jensen, Nathaniel;  Constas, Mark
View/Download:9/0
 
Downscaling of daily extreme temperatures in the Yarlung Zangbo River Basin using machine learning techniques [期刊论文]
THEORETICAL AND APPLIED CLIMATOLOGY, 2019-01-01, 136 (3-4) : 1275-1288
Ren, Meifang;  Pang, Bo;  Xu, Zongxue;  Yue, Jiajia;  Zhang, Rong
View/Download:11/0
 
Stepwise extreme learning machine for statistical downscaling of daily maximum and minimum temperature [期刊论文]
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2019-01-01, 33 (4-6) : 1035-1056
MoradiKhaneghahi, Mahsa;  Lee, Taesam;  Singh, Vijay P.
View/Download:9/0
 
Modelling Betula utilis distribution in response to climate-warming scenarios in Hindu-Kush Himalaya using random forest [期刊论文]
BIODIVERSITY AND CONSERVATION, 2019-01-01, 28 (8-9) : 2295-2317
Mohapatra, Jakesh;  Singh, Chandra Prakash;  Hamid, Maroof;  Verma, Anirudh;  Semwal, Sudeep Chandra;  Gajmer, Bandan;  Khuroo, Anzar A.;  Kumar, Amit;  Nautiyal, Mohan C.;  Sharma, Narpati;  Pandya, Himanshu A.
View/Download:18/0
 
Grading buildings on energy performance using city benchmarking data [期刊论文]
APPLIED ENERGY, 2019-01-01, 233) : 244-253
Papadopoulos, Sokratis;  Kontokosta, Constantine E.
View/Download:0/0
 
Evaluation of influencing factors on tea production based on random forest regression and mean impact value [期刊论文]
AGRICULTURAL ECONOMICS-ZEMEDELSKA EKONOMIKA, 2019-01-01, 65 (7) : 340-347
Chen, Yihui;  Li, Minjie
View/Download:0/0
 

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