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Desert landform detection and mapping using a semi-automated object-based image analysis approach 期刊论文
发表期刊: JOURNAL OF ARID ENVIRONMENTS. 出版年: 2022, 卷号: 199
作者:  Garajeh, Mohammad Kazemi;  Feizizadeh, Bakhtiar;  Weng, Qihao;  Moghaddam, Mohammad Hossein Rezaei;  Garajeh, Ali Kazemi
收藏  |  浏览/下载：50/0  |  提交时间：2022/03/17
Object-based image analysis (OBIA)  Fuzzy rule-based classification  Desert landforms  Geomorphology  Earth's landforms  
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
作者:  Zeraatpisheh, Mojtaba;  Garosi, Younes;  Owliaie, Hamid Reza;  Ayoubi, Shamsollah;  Taghizadeh-Mehrjardi, Ruhollah;  Scholten, Thomas;  Xu, Ming
收藏  |  浏览/下载：14/0  |  提交时间：2021/11/19
Soil organic carbon  Spatial prediction  Environmental covariates  Time-series vegetation indices  Machine learning  Uncertainty  
Monitoring soil salinization and its spatiotemporal variation at different depths across the Yellow River Delta based on remote sensing data with multi-parameter optimization 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2021
作者:  Cheng, Tiantian;  Zhang, Jiahua;  Zhang, Sha;  Bai, Yun;  Wang, Jingwen;  Li, Shuaishuai;  Javid, Tehseen;  Meng, Xianglei;  Sharma, Til Prasad Pangali
收藏  |  浏览/下载：27/0  |  提交时间：2022/02/12
Soil salinization  Remote sensing  Multi-parameter optimization  Yellow River Delta  Spatiotemporal dynamic  
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
作者:  Naimi, Salman;  Ayoubi, Shamsollah;  Dematte, Jose A. M.;  Zeraatpisheh, Mojtaba;  Amorim, Merilyn Taynara Accorsi;  Mello, Fellipe Alcantara de Oliveira
收藏  |  浏览/下载：37/0  |  提交时间：2021/11/29
Spatial prediction  environmental covariates  synthetic soil image (SySI)  Cubist  random forest  machine learning  
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
作者:  Majumdar, Sushobhan;  Kose, Mustafa;  Chatterjee, Uday
收藏  |  浏览/下载：5/0  |  提交时间：2021/08/05
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
作者:  Sakellariou, Michalia;  Psiloglou, Basil E.;  Giannakopoulos, Christos;  Mylona, Photini, V
收藏  |  浏览/下载：6/0  |  提交时间：2021/07/30
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
作者:  Zhou, Huoyan;  Fu, Liyong;  Sharma, Ram P.;  Lei, Yuancai;  Guo, Jinping
收藏  |  浏览/下载：31/0  |  提交时间：2021/07/30
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
作者:  Taghizadeh-Mehrjardi, Ruhollah;  Fathizad, Hassan;  Ali Hakimzadeh Ardakani, Mohammad;  Sodaiezadeh, Hamid;  Kerry, Ruth;  Heung, Brandon;  Scholten, Thomas
收藏  |  浏览/下载：4/0  |  提交时间：2021/07/30
digital soil mapping  machine learning  soil absorbable heavy metals  random forest  
Space-time monitoring of soil organic carbon content across a semi-arid region of Australia 期刊论文
发表期刊: GEODERMA REGIONAL. 出版年: 2021, 卷号: 24
作者:  Filippi, Patrick;  Cattle, Stephen R.;  Pringle, Matthew J.;  Bishop, Thomas F. A.
收藏  |  浏览/下载：2/0  |  提交时间：2021/07/30
Multivariate linear mixed model  4D  Digital soil monitoring  Land use change  Space-time modelling  Irrigation  Semi-arid  Vertisols  
Using the Boruta algorithm and deep learning models for mapping land susceptibility to atmospheric dust emissions in Iran 期刊论文
发表期刊: AEOLIAN RESEARCH. 出版年: 2021, 卷号: 50
作者:  Gholami, Hamid;  Mohammadifar, Aliakbar;  Golzari, Shahram;  Kaskaoutis, Dimitris G.;  Collins, Adrian L.
收藏  |  浏览/下载：9/0  |  提交时间：2021/07/30
Wind erosion  Land susceptibility  Convergent prediction  Taylor diagram  Recurrent neural network  Iran