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Monitoring hydropower reliability in Malawi with satellite data and machine learning 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (1)
作者:  Falchetta, Giacomo;  Kasamba, Chisomo;  Parkinson, Simon C.
收藏  |  浏览/下载：12/0  |  提交时间：2020/07/02
hydroelectricity  vulnerability  extreme hydroclimatic events  energy-climate-water nexus  random forests  remote sensing  
Predicting understory vegetation structure in selected western forests of the United States using FIA inventory data 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2019, 448: 509-527
作者:  Krebs, Michael A.;  Reeves, Matthew C.;  Baggett, L. Scott
收藏  |  浏览/下载：16/0  |  提交时间：2019/11/27
FIA  Shrub  Herb  Understory vegetation  Random Forests  Overstory  
Forest ecological heterogeneity determines contrasting relationships between crown defoliation and tree diversity 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2019, 448: 321-329
作者:  Iacopetti, Giovanni;  Bussotti, Filippo;  Selvi, Federico;  Maggino, Filomena;  Pollastrini, Martina
收藏  |  浏览/下载：23/0  |  提交时间：2019/11/27
Cluster analysis  Defoliation  Fagus sylvatica  ICP Forests  Level I survey  Picea abies  Random forest analysis  Resilience  Quercus ilex  Tree diversity  
Pre-stratified modelling plus residuals kriging reduces the uncertainty of aboveground biomass estimation and spatial distribution in heterogeneous savannas and forest environments 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2019, 445: 96-109
作者:  Silveira, Eduarda M. O.;  Espirito Santo, Fernando D.;  Wulder, Michael A.;  Acerbi Junior, Fausto W.;  Carvalho, Monica C.;  Mello, Carlos R.;  Mello, Jose M.;  Shimabukuro, Yosio E.;  Nunes Santos Terra, Marcela Castro;  Carvalho, Luis Marcelo T.;  Scolforo, Jose R. S.
收藏  |  浏览/下载：15/0  |  提交时间：2019/11/27
AGB  Random forests  Brazilian biomes  Climate  Seasonality  
Effects of LiDAR DEM Smoothing and Conditioning Techniques on a Topography-Based Wetland Identification Model 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (5) : 4343-4363
作者:  O&;  39;Neil, Gina L.
收藏  |  浏览/下载：16/0  |  提交时间：2019/11/26
wetland  Random Forests  LiDAR  hydroconditioning  smoothing  
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：17/0  |  提交时间：2019/11/26
regionalization  ungauged catchments  uncertainty  random forests regression  model adequacy test  Bayesian inference  
Managing forest habitat for conservation-reliant species in a changing climate: The case of the endangered Kirtland's Warbler 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2018, 430: 265-279
作者:  Donner, Deahn M.;  Brown, Donald J.;  Ribic, Christine A.;  Nelson, Mark;  Greco, Tim
收藏  |  浏览/下载：19/0  |  提交时间：2019/04/09
Pinus banksiana  Changing climate  Lake States region  Occupancy model  Annual height growth model  Conservation  Setophaga kitlandii, Random Forests  
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：15/0  |  提交时间：2019/04/09
random forests  multivariate adaptive regression splines  interpolation  extrapolation  river networks  
Measuring canopy loss and climatic thresholds from an extreme drought along a fivefold precipitation gradient across Texas 期刊论文
GLOBAL CHANGE BIOLOGY, 2017, 23 (12)
作者:  Schwantes, Amanda M.;  Swenson, Jennifer J.;  Gonzalez-Roglich, Mariano;  Johnson, Daniel M.;  Domec, Jean-Christophe;  Jackson, Robert B.
收藏  |  浏览/下载：22/0  |  提交时间：2019/04/09
change detection  climate change  disturbance  extreme event  forest die-off  random forests  tree mortality  vapor pressure deficit