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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  
Development of a Spatial Model for Soil Quality Assessment under Arid and Semi-Arid Conditions 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2021, 卷号: 13, 期号: 5
作者:  Shokr, Mohamed S.;  Abdellatif, Mostafa. A.;  El Baroudy, Ahmed A.;  Elnashar, Abdelrazek;  Ali, Esmat F.;  Belal, Abdelaziz A.;  Attia, Wael.;  Ahmed, Mukhtar;  Aldosari, Ali A.;  Szantoi, Zoltan;  Jalhoum, Mohamed E.;  Kheir, Ahmed M. S.
收藏  |  浏览/下载:2/0  |  提交时间:2021/07/30
spatial modeling  land capability  ALESarid  GIS  remote sensing  NDVI  
Digital Mapping of Soil Organic Carbon Using Sentinel Series Data: A Case Study of the Ebinur Lake Watershed in Xinjiang 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 4
作者:  Li, Xiaohang;  Ding, Jianli;  Liu, Jie;  Ge, Xiangyu;  Zhang, Junyong
收藏  |  浏览/下载:30/0  |  提交时间:2021/07/30
machine learning  Sentinel-1A  Sentinel-2A  Sentinel-3A  soil organic carbon  digital soil mapping  
Ground Observations and Environmental Covariates Integration for Mapping of Soil Salinity: A Machine Learning-Based Approach 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 23
作者:  Naimi, Salman;  Ayoubi, Shamsollah;  Zeraatpisheh, Mojtaba;  Dematte, Jose Alexandre Melo
收藏  |  浏览/下载:4/0  |  提交时间:2022/02/12
soil salinization  machine learning  remote and proximal sensing  Sentinel-2 MSI  SySI  soil health  
Comparison of new individual and hybrid machine learning algorithms for modeling and mapping fire hazard: a supplementary analysis of fire hazard in different counties of Golestan Province in Iran 期刊论文
发表期刊: NATURAL HAZARDS. 出版年: 2020, 卷号: 104, 期号: 1, 页码: 305-327
作者:  Eskandari, Saeedeh;  Amiri, Mahdis;  Sadhasivam, Nitheshnirmal;  Pourghasemi, Hamid Reza
收藏  |  浏览/下载:16/0  |  提交时间:2021/01/07
Fire hazard mapping  Individual and hybrid modeling  Effective factors  XGBoost  Machine learning  Distance to urban areas (DTU)  
Comparison of spectral and spatial-based approaches for mapping the local variation of soil moisture in a semi-arid mountainous area 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2020, 卷号: 724
作者:  Fathololoumi, Solmaz;  Vaezi, Ali Reza;  Alavipanah, Seyed Kazem;  Ghorbani, Ardavan;  Biswas, Asim
收藏  |  浏览/下载:7/0  |  提交时间:2021/01/07
Soil moisture  Interpolation methods  Regression  Variable importance  Vector machine  Uncertainty  
Heuristic Evaluation of Groundwater in Arid Zones Using Remote Sensing and Geographic Information System 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF ENVIRONMENTAL SCIENCE AND TECHNOLOGY. 出版年: 2020, 卷号: 17, 期号: 2, 页码: 633-644
作者:  Ardakani, A. H. H.;  Shojaei, S.;  Siasar, H.;  Ekhtesasi, M. R.
收藏  |  浏览/下载:4/0  |  提交时间:2020/05/22
AHP  GIS  Groundwater  Land use  Remote sensing  
Simulating lake and wetland areal coverage under future groundwater recharge projections: The Nebraska Sand Hills system 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2019, 卷号: 576, 页码: 185-196
作者:  Rossman, Nathan R.;  Zlotnik, Vitaly A.;  Rowe, Clinton M.
收藏  |  浏览/下载:3/0  |  提交时间:2019/11/29
Lake-aquifer interactions  Groundwater recharge (GR)  Groundwater modeling  Climate change  Aquifer response times  Nebraska Sand Hills (NSH)  
MERIT Hydro: A High-Resolution Global Hydrography Map Based on Latest Topography Dataset 期刊论文
发表期刊: WATER RESOURCES RESEARCH. 出版年: 2019, 卷号: 55, 期号: 6, 页码: 5053-5073
作者:  Yamazaki, Dai;  Ikeshima, Daiki;  Sosa, Jeison;  Bates, Paul D.;  Allen, George H.;  Pavelsky, Tamlin M.
收藏  |  浏览/下载:3/0  |  提交时间:2019/11/29
global hydrology  hydrography  river network  topography  
Development of a spatially complete floodplain map of the conterminous United States using random forest 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2019, 卷号: 647, 页码: 942-953
作者:  Woznicki, Sean A.;  Baynes, Jeremy;  Panlasigui, Stephanie;  Mehaffey, Megan;  Neale, Anne
收藏  |  浏览/下载:4/0  |  提交时间:2019/11/29
CONUS  Ecosystem services  EnviroAtlas  Flood  Geographic information systems  Machine learning