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Assessment and prediction of meteorological drought using machine learning algorithms and climate data 期刊论文
发表期刊: CLIMATE RISK MANAGEMENT. 出版年: 2024, 卷号: 45
作者:  En-Nagre, Khalid;  Aqnouy, Mourad;  Ouarka, Ayoub;  Naqvi, Syed Ali Asad;  Bouizrou, Ismail;  El Messari, Jamal Eddine Stitou;  Tariq, Aqil;  Soufan, Walid;  Li, Wenzhao;  El-Askary, Hesham
收藏  |  浏览/下载：15/0  |  提交时间：2024/10/04
Drought  Machine learning  Upper Draa  Random Forest  SPEI  
Multi-class classification of Alzheimer's disease detection from 3D MRI image using ML techniques and its performance analysis 期刊论文
发表期刊: MULTIMEDIA TOOLS AND APPLICATIONS. 出版年: 2024, 卷号: 83, 期号: 11, 页码: 33527-33554
作者:  Biswas, Rashni;  Gini, J. Rolant
收藏  |  浏览/下载：23/0  |  提交时间：2024/10/04
Alzheimer's  Feature fusion  Hippocampi  MRI image  Machine learning  Random forest  
Prediction of soil salinity parameters using machine learning models in an arid region of northwest China 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2023, 卷号: 204
作者:  Xiao, Chao;  Ji, Qingyuan;  Chen, Junqing;  Zhang, Fucang;  Li, Yi;  Fan, Junliang;  Hou, Xianghao;  Yan, Fulai;  Wang, Han
收藏  |  浏览/下载：28/0  |  提交时间：2024/09/29
Soil ions  Random forest  Extreme gradient boosting  Machine learning  Prediction performance  
Hybrid regularization and weighted subspace algorithms with random forest model for assessing piping erosion in semi-arid ecosystem 期刊论文
发表期刊: ENVIRONMENTAL EARTH SCIENCES. 出版年: 2023, 卷号: 82, 期号: 22
作者:  Lu, Quang-Oai;  Ahmadi, Kourosh;  Mahmoodi, Shirin;  Karami, Ayoob;  Elkhrachy, Ismail;  Mondal, Ismail;  Arshad, Arfan;  Nguyen, Trinh Trong;  Chi, Nguyen Thuy Lan;  Thai, Van Nam
收藏  |  浏览/下载：26/0  |  提交时间：2024/09/29
Land degradation  Piping erosion  Hybrid machine learning  Regularized random forest (RRF)  Weighted subspace random forest (WSRF)  
Digital mapping and spatial modeling of some soil physical and mechanical properties in a semi-arid region of Iran 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2023, 卷号: 195, 期号: 11
作者:  Khosravani, Pegah;  Baghernejad, Majid;  Moosavi, Ali Akbar;  Rezaei, Meisam
收藏  |  浏览/下载：23/0  |  提交时间：2024/09/29
Cubist  Environmental covariate  k-nearest neighbor  Machine learning algorithms  Random forest  Spline function  
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)  
Application of advanced machine learning algorithms and geospatial techniques for groundwater potential zone mapping in Gambela Plain, Ethiopia 期刊论文
发表期刊: HYDROLOGY RESEARCH. 出版年: 2023, 卷号: 54, 期号: 10, 页码: 1246-1266
作者:  Seifu, Tesema Kebede;  Eshetu, Kidist Demessie;  Woldesenbet, Tekalegn Ayele;  Alemayehu, Taye;  Ayenew, Tenalem
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/29
Gambela Plain  groundwater potential  machine learning  random forest  remote sensing  ROC  
Water Quality Classification and Machine Learning Model for Predicting Water Quality Status-A Study on Loa River Located in an Extremely Arid Environment: Atacama Desert 期刊论文
发表期刊: WATER. 出版年: 2023, 卷号: 15, 期号: 16
作者:  Flores, Victor;  Bravo, Ingrid;  Saavedra, Marcelo
收藏  |  浏览/下载：9/0  |  提交时间：2024/09/29
river water quality  machine learning  random forest  pollution characteristics  arid regions  
Spatial prediction and uncertainty estimation of crucial GlobalSoilMap properties - A contextual study in the semi-arid area of western Iran 期刊论文
发表期刊: GEODERMA REGIONAL. 出版年: 2023, 卷号: 35
作者:  Lotfollahi, Leila;  Delavar, Mohammad Amir;  Biswas, Asim;  Jamshidi, Mohammad;  Fatehi, Shahrokh;  Taghizadeh-Mehrjardi, Ruhollah
收藏  |  浏览/下载：18/0  |  提交时间：2024/09/29
Environmental covariates  Machine learning  Random Forest  Spatial variability  
Estimation of soil organic matter in the Ogan-Kuqa River Oasis, Northwest China, based on visible and near-infrared spectroscopy and machine learning 期刊论文
发表期刊: JOURNAL OF ARID LAND. 出版年: 2023, 卷号: 15, 期号: 2, 页码: 191-204
作者:  Zhou, Qian;  Ding, Jianli;  Ge, Xiangyu;  Li, Ke;  Zhang, Zipeng;  Gu, Yongsheng
收藏  |  浏览/下载：26/0  |  提交时间：2024/09/29
soil organic matter content  vis-NIR spectroscopy  random forest  Boruta algorithm  machine learning