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Numerical modelling of soil-landscape relationships using diversity indices and conditional probability: a case study from an Iranian arid region 期刊论文
发表期刊: SOIL RESEARCH. 出版年: 2023, 卷号: 61, 期号: 7, 页码: 697-716
作者:  Bagheri-Bodaghabadi, Mohsen;  Jafari, Azam;  Zeraatpisheh, Mojtaba;  Owliaie, Hamidreza;  Finke, Peter;  Xu, Ming
收藏  |  浏览/下载：25/0  |  提交时间：2024/09/29
geopedology  numerical analysis  pedodiversity  pedometrics  quantitative pedology  soil geomorphology  soil-landscape relationship  soil mapping  
Soil modeling for soil loss tolerance estimations: Exploring natural baselines and long-term variations 期刊论文
发表期刊: GLOBAL AND PLANETARY CHANGE. 出版年: 2021, 卷号: 204
作者:  Ranathunga, Keerthika N.;  Finke, Peter A.;  Yin, Qiuzhen;  Verdoodt, Ann;  Yu, YanYan
收藏  |  浏览/下载：23/0  |  提交时间：2021/11/19
Chinese loess plateau  Exchangeable bases  Soil organic carbon  Carbon sequestration capacity  Water yield  Last Interglacial  
Digital mapping of soil properties using multiple machine learning in a semi-arid region, central Iran 期刊论文
发表期刊: GEODERMA. 出版年: 2019, 卷号: 338, 页码: 445-452
作者:  Zeraatpisheh, Mojtaba;  Ayoubi, Shamsollah;  Jafari, Azam;  Tajik, Samaneh;  Finke, Peter
收藏  |  浏览/下载：27/0  |  提交时间：2019/11/29
Environmental covariates  Soil characteristics  Spatial prediction  Modeling accuracy  
Comparing the efficiency of digital and conventional soil mapping to predict soil types in a semi-arid region in Iran 期刊论文
发表期刊: GEOMORPHOLOGY. 出版年: 2017, 卷号: 285, 页码: 186-204
作者:  Zeraatpisheh, Mojtaba;  Ayoubi, Shamsollah;  Jafari, Azam;  Finke, Peter
收藏  |  浏览/下载：13/0  |  提交时间：2019/11/29
Digital soil mapping  Conventional soil mapping  Map purity  Modelling efficiency  Multinomial logistic regression  Random forest  
Spatial prediction of soil great groups by boosted regression trees using a limited point dataset in an arid region, southeastern Iran 期刊论文
发表期刊: GEODERMA. 出版年: 2014, 卷号: 232, 页码: 148-163
作者:  Jafari, Azam;  Khademi, Hossein;  Finke, Peter A.;  Van de Wauw, Johan;  Ayoubi, Shamsollah
收藏  |  浏览/下载：16/0  |  提交时间：2019/11/29
Boosted regression tree  Soil great groups  Soil diagnostic horizons  Limited dataset