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Prediction of soil water infiltration using multiple linear regression and random forest in a dry flood plain, eastern Iran 期刊论文
发表期刊: CATENA. 出版年: 2020, 卷号: 194
作者:  Pahlavan-Rad, Mohammad Reza;  Dahmardeh, Khodadad;  Hadizadeh, Mojtaba;  Keykha, Gholamali;  Mohammadnia, Nader;  Gangali, Mojtaba;  Keikha, Mehdi;  Davatgar, Naser;  Brungard, Colby
收藏  |  浏览/下载：21/0  |  提交时间：2021/01/07
Soil water infiltration  Environmental variable  Digital soil mapping  Sistan  
An Integrated View of Complex Landscapes: A Big Data-Model Integration Approach to Transdisciplinary Science 期刊论文
发表期刊: BIOSCIENCE. 出版年: 2018, 卷号: 68, 期号: 9, 页码: 653-669
作者:  Peters, Debra P. C.;  Burruss, N. Dylan;  Rodriguez, Luis L.;  Mcvey, D. Scott;  Elias, Emile H.;  Pelzel-Mccluskey, Angela M.;  Derner, Justin D.;  Schrader, T. Scott;  Yao, Jin;  Pauszek, Steven J.;  Lombard, Jason;  Archer, Steven R.;  Bestelmeyer, Brandon T.;  Browning, Dawn M.;  Brungard, Colby W.;  Hatfield, Jerry L.;  Hanan, Niall P.;  Herrick, Jeffrey E.;  Okin, Gregory S.;  Sala, Osvaldo E.;  Savoy, Heather;  Vivoni, Enrique R.
收藏  |  浏览/下载：48/0  |  提交时间：2019/11/29
cross-scale interactions  machine learning  landscape ecology  data science  earth science  
Predicting soil organic carbon concentrations in a low relief landscape, eastern Iran 期刊论文
发表期刊: GEODERMA REGIONAL. 出版年: 2018, 卷号: 15
作者:  Pahlavan-Rad, Mohammad Reza;  Dahmardeh, Khodadad;  Brungard, Colby
收藏  |  浏览/下载：16/0  |  提交时间：2019/11/29
Digital soil mapping  Random forest  Zahak  Soil organic carbon (SOC)  
Wind erosion potential of lacustrine and alluvial soils before and after disturbance in the eastern Great Basin, USA: Estimating threshold friction velocity using easier-to-measure soil properties 期刊论文
发表期刊: AEOLIAN RESEARCH. 出版年: 2015, 卷号: 18, 页码: 185-203
作者:  Brungard, Colby W.;  Boettinger, Janis L.;  Hipps, Lawrence E.
收藏  |  浏览/下载：25/0  |  提交时间：2019/11/29
Wind erosion  Threshold friction velocity  Sediment production rates  Soil disturbance  Soil crust  Wind tunnel  
Machine learning for predicting soil classes in three semi-arid landscapes 期刊论文
发表期刊: GEODERMA. 出版年: 2015, 卷号: 239, 页码: 68-83
作者:  Brungard, Colby W.;  Boettinger, Janis L.;  Duniway, Michael C.;  Wills, Skye A.;  Edwards, Thomas C., Jr.
收藏  |  浏览/下载：17/0  |  提交时间：2019/11/29
Digital soil mapping  Machine learning  Recursive feature elimination  Random forests  Brier score