Arid

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Improved soil carbon stock spatial prediction in a Mediterranean soil erosion site through robust machine learning techniques 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2024, 卷号: 196, 期号: 2
作者:  Mosaid, Hassan;  Barakat, Ahmed;  John, Kingsley;  Faouzi, Elhousna;  Bustillo, Vincent;  El Garnaoui, Mohamed;  Heung, Brandon
收藏  |  浏览/下载:33/0  |  提交时间:2024/10/04
Carbon sequestration  Digital soil mapping  Predictive modeling  Soil erosion  Srou River  
Evaluation of the gully erosion susceptibility by using UAV and hybrid models based on machine learning 期刊论文
发表期刊: SOIL & TILLAGE RESEARCH. 出版年: 2024, 卷号: 244
作者:  Wang, Qian;  Tang, Bohui;  Wang, Kailin;  Shi, Jiannan;  Li, Meiling
收藏  |  浏览/下载:14/0  |  提交时间:2024/10/04
Gully erosion susceptibility mapping  Hybrid model  MOORA  Machine learning  Ordos  
SOIL PROPERTIES AND MAPPING OF THE ARALIK-IGDIR WIND EROSION AREA-I (SURFACE) 期刊论文
发表期刊: CARPATHIAN JOURNAL OF EARTH AND ENVIRONMENTAL SCIENCES. 出版年: 2023, 卷号: 18, 期号: 2, 页码: 277-288
作者:  Karaoglu, Mucahit;  Erdel, Erhan
收藏  |  浏览/下载:21/0  |  提交时间:2024/09/29
Wind erosion area  dry sieving  erodible fraction  stability indices  GIS mapping  
Evaluating the effectiveness and robustness of machine learning models with varied geo-environmental factors for determining vulnerability to water flow-induced gully erosion 期刊论文
发表期刊: FRONTIERS IN ENVIRONMENTAL SCIENCE. 出版年: 2023, 卷号: 11
作者:  Aboutaib, Fatima;  Krimissa, Samira;  Pradhan, Biswajeet;  Elaloui, Abdenbi;  Ismaili, Maryem;  Abdelrahman, Kamal;  Eloudi, Hasna;  Ouayah, Mustapha;  Ourribane, Malika;  Namous, Mustapha
收藏  |  浏览/下载:16/0  |  提交时间:2024/09/29
gully erosion vulnerability  machine learning  conditioning factors  Ahmed El Hanssali watershed  mountainous region  vulnerability mapping  El Hanssali watershed  
Assessment of the gully erosion susceptibility using three hybrid models in one small watershed on the Loess Plateau 期刊论文
发表期刊: SOIL & TILLAGE RESEARCH. 出版年: 2022, 卷号: 223
作者:  Wang, Ziguan;  Zhang, Guanghui;  Wang, Chengshu;  Xing, Shukun
收藏  |  浏览/下载:15/0  |  提交时间:2024/09/20
Gully erosion susceptibility mapping  Hybrid model  VIKOR  Machine learning  The Loess Plateau  
Use of TanDEM-X and Sentinel Products to Derive Gully Activity Maps in Kunene Region (Namibia) Based on Automatic Iterative Random Forest Approach 期刊论文
发表期刊: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. 出版年: 2021, 卷号: 14, 页码: 607-623
作者:  Orti, Miguel Vallejo;  Winiwarter, Lukas;  Corral-Pazos-de-Provens, Eva;  Williams, Jack G.;  Bubenzer, Olaf;  Hoefle, Bernhard
收藏  |  浏览/下载:38/0  |  提交时间:2021/11/19
Soil  Vegetation mapping  Training data  Degradation  Random forests  Agriculture  Three-dimensional displays  Arid regions  automatic classification  gully erosion  iterative learning  land degradation  Namibia  random forest (RF)  soil erosion mapping  
Modeling and Assessing Potential Soil Erosion Hazards Using USLE and Wind Erosion Models in Integration with GIS Techniques: Dakhla Oasis, Egypt 期刊论文
发表期刊: AGRICULTURE-BASEL. 出版年: 2021, 卷号: 11, 期号: 11
作者:  Selmy, Salman A. H.;  Abd Al-Aziz, Salah H.;  Jimenez-Ballesta, Raimundo;  Garcia-Navarro, Francisco Jesus;  Fadl, Mohamed E.
收藏  |  浏览/下载:18/0  |  提交时间:2022/02/12
soil erosion hazard  USLE  ILSWE  GIS techniques  soil erosion spatial modeling  soil erosion mapping  soil conservation  erosion factors  
GIS-Based Machine Learning Algorithms for Gully Erosion Susceptibility Mapping in a Semi-Arid Region of Iran 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 15
作者:  Lei, Xinxiang;  Chen, Wei;  Avand, Mohammadtaghi;  Janizadeh, Saeid;  Kariminejad, Narges;  Shahabi, Hejar;  Costache, Romulus;  Shahabi, Himan;  Shirzadi, Ataollah;  Mosavi, Amir
收藏  |  浏览/下载:23/0  |  提交时间:2021/01/07
machine learning  GIS  gully erosion  susceptibility mapping  head-cut erosion  Iran  
SOME QUESTIONS STUDY OF DEFLATION PROCESSES AND SAND TRANSPORT IN THE DRAINED BOTTOM OF THE ARAL SEA 期刊论文
发表期刊: NEWS OF THE NATIONAL ACADEMY OF SCIENCES OF THE REPUBLIC OF KAZAKHSTAN-SERIES OF GEOLOGY AND TECHNICAL SCIENCES. 出版年: 2020, 期号: 6
作者:  Kurbaniyazov, A. K.;  Berdibayeva, S. K.;  Mamutov, N. K.;  Reimov, P. R.;  Kosnazarov, K. A.;  Sagindykova, E. U.
收藏  |  浏览/下载:18/0  |  提交时间:2021/08/05
wind erosion  sand transport  Aeolian relief  deflation  mapping  relief  sand accumulation  sand desert  anthropogenic desertification  
Mesoscale Mapping of Sediment Source Hotspots for Dam Sediment Management in Data-Sparse Semi-Arid Catchments 期刊论文
发表期刊: WATER. 出版年: 2020, 卷号: 12, 期号: 2
作者:  Smetanova, Anna;  Mueller, Anne;  Zargar, Morteza;  Suleiman, Mohamed A.;  Gholami, Faraz Rabei;  Mousavi, Maryam
收藏  |  浏览/下载:19/0  |  提交时间:2020/05/22
reservoir siltation  water security  water management  data sharing  spatial-temporal  erosion hotspots  mapping  global datasets  mesoscale  leverage areas