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Improving the spatial prediction of soil organic carbon using environmental covariates selection: A comparison of a group of environmental covariates 期刊论文
发表期刊: CATENA. 出版年: 2022, 卷号: 208
Creator:  Zeraatpisheh, Mojtaba;  Garosi, Younes;  Owliaie, Hamid Reza;  Ayoubi, Shamsollah;  Taghizadeh-Mehrjardi, Ruhollah;  Scholten, Thomas;  Xu, Ming
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Soil organic carbon  Spatial prediction  Environmental covariates  Time-series vegetation indices  Machine learning  Uncertainty  
Spatial prediction of soil surface properties in an arid region using synthetic soil image and machine learning 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
Creator:  Naimi, Salman;  Ayoubi, Shamsollah;  Dematte, Jose A. M.;  Zeraatpisheh, Mojtaba;  Amorim, Merilyn Taynara Accorsi;  Mello, Fellipe Alcantara de Oliveira
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Spatial prediction  environmental covariates  synthetic soil image (SySI)  Cubist  random forest  machine learning  
祁连山大野口流域2m分辨率土壤有机碳密度栅格数据 科学数据
发布/更新日期: 2021
Creator:  朱猛;  张成琦;  张举涛
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祁连山大野口流域2m分辨率土壤有机碳密度栅格数据 科学数据
发布/更新日期: 2021
Creator:  朱猛, 张成琦, 张举涛
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祁连山0-100cm土壤有机碳密度30m栅格数据 科学数据
发布/更新日期: 2021
Creator:  朱猛;  张成琦;  张举涛
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祁连山0-100cm土壤有机碳密度30m栅格数据 科学数据
发布/更新日期: 2021
Creator:  朱猛, 张成琦, 张举涛
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Gully Erosion Mapping by Multi-criteria Decision Analysis Techniques and Geoinformatics in Adana Province, Turkey 期刊论文
发表期刊: EARTH SYSTEMS AND ENVIRONMENT. 出版年: 2021
Creator:  Majumdar, Sushobhan;  Kose, Mustafa;  Chatterjee, Uday
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Gully erosion  Badlands  Multi-criteria decision analysis techniques  Sustainable development  
Integration of Abandoned Lands in Sustainable Agriculture: The Case of Terraced Landscape Re-Cultivation in Mediterranean Island Conditions 期刊论文
发表期刊: LAND. 出版年: 2021, 卷号: 10, 期号: 5
Creator:  Sakellariou, Michalia;  Psiloglou, Basil E.;  Giannakopoulos, Christos;  Mylona, Photini, V
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terrace landscape  land abandonment  climate-smart agriculture  sustainability  digital technologies  
A Hybrid Approach of Combining Random Forest with Texture Analysis and VDVI for Desert Vegetation Mapping Based on UAV RGB Data 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 10
Creator:  Zhou, Huoyan;  Fu, Liyong;  Sharma, Ram P.;  Lei, Yuancai;  Guo, Jinping
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RF  Maximum likelihood classification  desertification  
Spatio-Temporal Analysis of Heavy Metals in Arid Soils at the Catchment Scale Using Digital Soil Assessment and a Random Forest Model 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 9
Creator:  Taghizadeh-Mehrjardi, Ruhollah;  Fathizad, Hassan;  Ali Hakimzadeh Ardakani, Mohammad;  Sodaiezadeh, Hamid;  Kerry, Ruth;  Heung, Brandon;  Scholten, Thomas
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digital soil mapping  machine learning  soil absorbable heavy metals  random forest