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Spatial mapping of the provenance of storm dust: Application of data mining and ensemble modelling 期刊论文
ATMOSPHERIC RESEARCH, 2020, 233
作者:  Gholami, Hamid;  Mohamadifar, Aliakbar;  Collins, Adrian L.
收藏  |  浏览/下载：5/0  |  提交时间：2020/07/02
Dust provenance  Spatial modelling  Data mining algorithms  Multicollinearity  Receiver operating characteristic  Ensemble modelling  R software  
Soil swelling potential across Colorado: A digital soil mapping assessment 期刊论文
LANDSCAPE AND URBAN PLANNING, 2019, 190
作者:  Stell, Emma;  Guevara, Mario;  Vargas, Rodrigo
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
Machine learning  Shrink-swell  Expansive clays  Linear extensibility  
Assessment of multi-wavelength SAR and multispectral instrument data for forest aboveground biomass mapping using random forest kriging 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2019, 447: 12-25
作者:  Chen, Lin;  Wang, Yeqiao;  Ren, Chunying;  Zhang, Bai;  Wang, Zongming
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/27
ALOS-2 L band SAR  Sentinel-2 MSI  Sentinel-1C band SAR  SRTM DEM  Random forest kriging  Forest aboveground biomass  
Utilizing a topographic moisture index to characterize understory vegetation patterns in the boreal forest 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2019, 447: 35-52
作者:  Echiverri, Laureen;  Macdonald, S. Ellen
收藏  |  浏览/下载：11/0  |  提交时间：2019/11/27
Understory vegetation  Boreal forest  Depth-to-water  Moisture index  EMEND  
Salinity Yield Modeling of the Upper Colorado River Basin Using 30-m Resolution Soil Maps and Random Forests 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (6) : 4954-4973
作者:  Nauman, Travis W.;  Ely, Christopher P.;  Miller, Matthew P.;  Duniway, Michael C.
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/26
water quality  digital soil mapping  electrical conductivity  salinity control  SPARROW  Colorado River  
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：5/0  |  提交时间：2019/11/26
wetland  Random Forests  LiDAR  hydroconditioning  smoothing  
Large, climate-sensitive soil carbon stocks mapped with pedology-informed machine learning in the North Pacific coastal temperate rainforest 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (1)
作者:  McNicol, Gavin;  39;Amore, David
收藏  |  浏览/下载：9/0  |  提交时间：2019/04/09
machine learning  digital soil mapping  coastal temperate rainforest  soil organic carbon  biogeochemistry  soil science  
Growing fresh fruits and vegetables in an urban landscape: A geospatial assessment of ground level and rooftop urban agriculture potential in Boston, USA 期刊论文
LANDSCAPE AND URBAN PLANNING, 2017, 165
作者:  Saha, Mithun;  Eckelman, Matthew J.
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Urban agriculture  GIS  Remote sensing  Food resilience  Digital surface model  Urban metabolism