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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  
Slight change of glaciers in the Pamir over the period 2000-2017 期刊论文
发表期刊: ARCTIC ANTARCTIC AND ALPINE RESEARCH. 出版年: 2022, 卷号: 54, 期号: 1, 页码: 13-24
作者:  Li, Zhijie;  Wang, Ninglian;  Chen, An'an;  Liang, Qian;  Yang, DaQing
收藏  |  浏览/下载：17/0  |  提交时间：2022/03/17
Pamir  glacier inventory  manual delineation  debris-covered glacier  
Estimation of Soil Organic Matter in Arid Zones with Coupled Environmental Variables and Spectral Features 期刊论文
发表期刊: SENSORS. 出版年: 2022, 卷号: 22, 期号: 3
作者:  Wang, Zheng;  Ding, Jianli;  Zhang, Zipeng
收藏  |  浏览/下载：22/0  |  提交时间：2022/03/17
remote sensing  visible and near-infrared spectroscopy  soil organic matter  environmental variables  partial least squares regression  
Spatial patterns and driving factors of aboveground and belowground biomass over the eastern Eurasian steppe 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2022, 卷号: 803
作者:  Ding, Lei;  Li, Zhenwang;  Shen, Beibei;  Wang, Xu;  Xu, Dawei;  Yan, Ruirui;  Yan, Yuchun;  Xin, Xiaoping;  Xiao, Jingfeng;  Li, Ming;  Wang, Ping
收藏  |  浏览/下载：30/0  |  提交时间：2021/11/19
Carbon cycle  MODIS  Climatic factors  Human activity  Aboveground biomass  Belowground biomass  
DEM resolution effects on machine learning performance for flood probability mapping 期刊论文
发表期刊: JOURNAL OF HYDRO-ENVIRONMENT RESEARCH. 出版年: 2022, 卷号: 40
作者:  Avand, Mohammadtaghi;  Kuriqi, Alban;  Khazaei, Majid;  Ghorbanzadeh, Omid
收藏  |  浏览/下载：14/0  |  提交时间：2022/03/17
Heterogeneous data  Flood modelling  Random forest (RF)  Artificial neural network (ANN)  Generalized linear model (GLM)  
Estimation of Soil Salinization by Machine Learning Algorithms in Different Arid Regions of Northwest China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 2
作者:  Jiang, Xiaofang;  Duan, Hanchen;  Liao, Jie;  Guo, Pinglin;  Huang, Cuihua;  Xue, Xian
收藏  |  浏览/下载：9/0  |  提交时间：2022/03/17
hyperspectral data  fractional differential transformation  sine cosine algorithm-Elman  deep extreme learning machine  
Assessment of groundwater suitability using remote sensing and GIS: a case study of Western Rajasthan, India 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2022, 卷号: 15, 期号: 1
作者:  Bhakar, Prashant;  Singh, Ajit Pratap;  Mittal, Ravi Kant
收藏  |  浏览/下载：31/0  |  提交时间：2022/02/12
Groundwater quality  Geographical information systems  Remote sensing  Arid regions  Irrigation  
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  
Assessment of Soils and Plants Loss as a Result of Darrezar Copper Mining in South-Eastern Iran 期刊论文
发表期刊: EURASIAN SOIL SCIENCE. 出版年: 2021
作者:  Amin, P.;  Akhavan-Ghalibaf, M.
收藏  |  浏览/下载：30/0  |  提交时间：2021/11/29
soil genesis and classification  mine degraded soils  mountainous basin  arid climate  plant restoring  
Spatial modelling of soil salinity: deep or shallow learning models? 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2021
作者:  Mohammadifar, Aliakbar;  Gholami, Hamid;  Golzari, Shahram;  Collins, Adrian L.
收藏  |  浏览/下载：27/0  |  提交时间：2021/07/30
Deep learning models  Shallow machine learning models  Soil salinity spatial maps  Deep convolutional neural networks