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COLLABORATIVE RESEARCH: Patterns, Dynamics, and Vulnerability of Arctic Polygonal Ecosystems: From Ice-Wedge Polygon to Pan-Arctic Landscapes 项目
项目编号: 2051888. 资助机构: US-NSF（美国国家科学基金会）. 起止日期: 2020-2021
负责人:  Anna Liljedahl
收藏  |  浏览/下载：18/0  |  提交时间：2021/01/13
Measurement and zonation of soil surface moisture in arid and semi-arid regions using Landsat 8 images 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2020, 卷号: 13, 期号: 17
作者:  Bidgoli, Reza Dehghani;  Koohbanani, Hamidreza;  Keshavarzi, Ali;  Kumar, Vinod
收藏  |  浏览/下载：8/0  |  提交时间：2021/01/07
Remote sensing  SMSWIR  LST  Landsat  Multivariate regression models  
A two-step modelling approach to map the occurrence and quantity of soil inorganic carbon 期刊论文
发表期刊: GEODERMA. 出版年: 2020, 卷号: 371
作者:  Filippi, Patrick;  Cattle, Stephen R.;  Pringle, Matthew J.;  Bishop, Thomas F. A.
收藏  |  浏览/下载：11/0  |  提交时间：2021/01/07
Mixture model  Two-step model  Presence-absence model  Digital soil mapping  
Predictive mapping of soil electrical conductivity as a Proxy of soil salinity in south-east of Algeria 期刊论文
发表期刊: ENVIRONMENTAL AND SUSTAINABILITY INDICATORS. 出版年: 2020, 卷号: 8
作者:  Abdennour, Mohamed Amine;  Douaoui, Abdelkader;  Piccini, Chiara;  Pulido, Manuel;  Bennacer, Amel;  Bradai, Abdelhamid;  Barrena, Jesus;  Yahiaoui, Ibrahim
收藏  |  浏览/下载：3/0  |  提交时间：2021/08/05
Ordinary kriging  Cokriging  Indicator kriging  Spatial variability  Saturation index  Biskra  
Applications of SAR Interferometric Coherence Time Series: Spatiotemporal Dynamics of Geomorphic Transitions in the South-Central Andes 期刊论文
发表期刊: JOURNAL OF GEOPHYSICAL RESEARCH-EARTH SURFACE. 出版年: 2020, 卷号: 125, 期号: 3
作者:  Olen, Stephanie;  Bookhagen, Bodo
收藏  |  浏览/下载：9/0  |  提交时间：2020/05/22
Spatial mapping of the provenance of storm dust: Application of data mining and ensemble modelling 期刊论文
发表期刊: ATMOSPHERIC RESEARCH. 出版年: 2020, 卷号: 233
作者:  Gholami, Hamid;  Mohamadifar, Aliakbar;  Collins, Adrian L.
收藏  |  浏览/下载：14/0  |  提交时间：2020/05/22
Dust provenance  Spatial modelling  Data mining algorithms  Multicollinearity  Receiver operating characteristic  Ensemble modelling  R software  
Land use/cover classification in an arid desert-oasis mosaic landscape of China using remote sensed imagery: Performance assessment of four machine learning algorithms 期刊论文
发表期刊: GLOBAL ECOLOGY AND CONSERVATION. 出版年: 2020, 卷号: 22
作者:  Ge, Genbatu;  Shi, Zhongjie;  Zhu, Yuanjun;  Yang, Xiaohui;  Hao, Yuguang
收藏  |  浏览/下载：11/0  |  提交时间：2020/07/01
Land use/cover change  Machine learning algorithms  Arid area  Desert-oasis mosaic landscape  
Conventional and digital soil mapping in Iran: Past, present, and future 期刊论文
发表期刊: CATENA. 出版年: 2020, 卷号: 188
作者:  Zeraatpisheh, Mojtaba;  Jafari, Azam;  Bodaghabadi, Mohsen Bagheri;  Ayoubi, Shamsollah;  Taghizadeh-Mehrjardi, Ruhollah;  Toomanian, Norair;  Kerry, Ruth;  Xu, Ming
收藏  |  浏览/下载：9/0  |  提交时间：2020/05/22
Soil survey  Environmental variables  Soil properties and classes  Legacy soil map  Soil-landscape modeling  Machine learning  
Improving the Spatial Prediction of Soil Organic Carbon Content in Two Contrasting Climatic Regions by Stacking Machine Learning Models and Rescanning Covariate Space 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 7
作者:  Taghizadeh-Mehrjardi, Ruhollah;  Schmidt, Karsten;  Amirian-Chakan, Alireza;  Rentschler, Tobias;  Zeraatpisheh, Mojtaba;  Sarmadian, Fereydoon;  Valavi, Roozbeh;  Davatgar, Naser;  Behrens, Thorsten;  Scholten, Thomas
收藏  |  浏览/下载：8/0  |  提交时间：2021/01/07
digital soil mapping  machine learning models  stacking of models  spatial block cross-validation  deep learning  
Integrating Remote Sensing and Landscape Characteristics to Estimate Soil Salinity Using Machine Learning Methods: A Case Study from Southern Xinjiang, China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 24
作者:  Wang, Nan;  Xue, Jie;  Peng, Jie;  Biswas, Asim;  He, Yong;  Shi, Zhou
收藏  |  浏览/下载：7/0  |  提交时间：2021/07/30
soil salinity  remote sensing  machine learning  predictive mapping