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Arid

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Assessing the evolution and attribution of watershed resilience in arid inland river basins, Northwest China 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2024, 卷号: 906
作者:  Wang, Yuehui;  Shi, Fengzhi;  Yao, Peng;  Sheng, Yu;  Zhao, Chengyi
收藏  |  浏览/下载：20/0  |  提交时间：2024/10/04
Watershed resilience  Random forest (RF)  Driving mechanism  Hotan River Basin  
The potential evaluation of groundwater by integrating rank sum ratio (RSR) and machine learning algorithms in the Qaidam Basin 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2023, 卷号: 30, 期号: 23, 页码: 63991-64005
作者:  Wang, Zitao;  Wang, Jianping;  Yu, Dongmei;  Chen, Kai
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/29
Groundwater potential  Qaidam Basin  Rank sum ratio (RSR)  Projection pursuit regression (PPR)  Random forest (RF)  Overfitting  
Mapping of dust source susceptibility by remote sensing and machine learning techniques (case study: Iran-Iraq border) 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2023, 卷号: 30, 期号: 10, 页码: 27965-27979
作者:  Pourhashemi, Sima;  Asadi, Mohammad Ali Zangane;  Boroughani, Mahdi;  Azadi, Hossein
收藏  |  浏览/下载：23/0  |  提交时间：2024/09/29
Dust storm  Multivariate adaptive regression spline (MARS)  Random forest (RF)  Logistic regression (LR)  
Prediction of meteorological drought and standardized precipitation index based on the random forest (RF), random tree (RT), and Gaussian process regression (GPR) models 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2023, 卷号: 30, 期号: 15, 页码: 43183-43202
作者:  Elbeltagi, Ahmed;  Pande, Chaitanya B. B.;  Kumar, Manish;  Tolche, Abebe Debele;  Singh, Sudhir Kumar;  Kumar, Akshay;  Vishwakarma, Dinesh Kumar
收藏  |  浏览/下载：20/0  |  提交时间：2024/09/29
Drought  Machine learning  Standardized precipitation index (SPI)  Random forest (RF)  
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：28/0  |  提交时间：2022/03/17
Heterogeneous data  Flood modelling  Random forest (RF)  Artificial neural network (ANN)  Generalized linear model (GLM)  
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：36/0  |  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  
Land degradation modeling of dust storm sources using MODIS and meteorological time series data 期刊论文
发表期刊: JOURNAL OF ARID ENVIRONMENTS. 出版年: 2021, 卷号: 190
作者:  Bakhtiari, Mohsen;  Boloorani, Ali Darvishi;  Kakroodi, Ataollah Abdollahi;  Rangzan, Kazem;  Mousivand, Alijafar
收藏  |  浏览/下载：40/0  |  提交时间：2021/07/30
Land degradation (LD)  Dust source (DS)  Time series analysis  Random forest (RF)  Land cover change (LCC)  
基于Landsat 8数据的荒漠土壤水分遥感反演 期刊论文
发表期刊: 水土保持通报. 出版年: 2021, 卷号: 41, 期号: 1, 页码: 125-
作者:  高琪;  彭杰;  冯春晖;  宋奇;  马自强;  王玉珍
收藏  |  浏览/下载：23/0  |  提交时间：2021/08/05
Landsat 8  PLSR  SVM  RF  Landsat 8  desert soil moisture  spectral index  partial least squares regression (PLSR)  support vector machine (SVM)  random forest (RF)  
Comparison of different empirical methods and data-driven models for estimating reference evapotranspiration in semi-arid Central Anatolian Region of Turkey 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2021, 卷号: 14, 期号: 19
作者:  Yurtseven, Ibrahim;  Serengil, Yusuf
收藏  |  浏览/下载：37/0  |  提交时间：2022/03/17
Reference evapotranspiration (ETo)  Empirical methods  Artificial neural networks (ANN)  Support vector machines (SVM)  Random forest (RF)  Multiple linear regression (MLR)  
Retrospective analysis and version improvement of the satellite-based drought composite index. A semi-arid Tensift-Morocco application 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2020
作者:  Hanade Houmma, Ismaguil;  El Mansouri, Loubna;  Hadria, Rachid;  Emran, Anas;  Chehbouni, Abdelghani
收藏  |  浏览/下载：32/0  |  提交时间：2021/01/07
drought index  Random Forest  CDMIa_RF  ISMA  CDMI  SPI-VHI  Semi-arid