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A hybrid wavelet-machine learning model for qanat water flow prediction 期刊论文
发表期刊: ACTA GEOPHYSICA. 出版年: 2023, 卷号: 71, 期号: 4, 页码: 1895-1913
作者:  Samani, Saeideh;  Vadiati, Meysam;  Delkash, Madjid;  Bonakdari, Hossein
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/29
Wavelet transforms  Qanat  Artificial intelligence  Standalone model  Hybrid models  
Land degradation vulnerability mapping in a west coast river basin of India using analytical hierarchy process combined machine learning models 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2023, 卷号: 30, 期号: 35, 页码: 83975-83990
作者:  Das, Bappa;  Desai, Sujeet;  Daripa, Amrita;  Anand, Gurav Chandrakant;  Kumar, Uttam;  Khalkho, Dhiraj;  Thangavel, Velumani;  Kumar, Nirmal;  Reddy, Gangalakunta Obi P.;  Kumar, Parveen
收藏  |  浏览/下载：18/0  |  提交时间：2024/09/29
AHP  Machine learning models  Hybrid modelling  Land degradation vulnerability index  Mandovi river basin  
Prediction of Irrigation Water Requirements for Green Beans-Based Machine Learning Algorithm Models in Arid Region 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2023, 卷号: 37, 期号: 4, 页码: 1557-1580
作者:  Mokhtar, Ali;  Al-Ansari, Nadhir;  El-Ssawy, Wessam;  Graf, Renata;  Aghelpour, Pouya;  He, Hongming;  Hafez, Salma M.;  Abuarab, Mohamed
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/29
Water resources management  Climate change  Evapotranspiration  Hybrid models  Long short-term memory  
Advanced Machine Learning Model for Prediction of Drought Indices using Hybrid SVR-RSM 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2023, 卷号: 37, 期号: 2, 页码: 683-712
作者:  Piri, Jamshid;  Abdolahipour, Mohammad;  Keshtegar, Behrooz
收藏  |  浏览/下载：20/0  |  提交时间：2024/09/29
Machine learning models  Drought indices  Hybrid model  Drought prediction  SVR-RSM  
Optimizing planting density and irrigation depth of hybrid maize seed production under limited water availability 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2022, 卷号: 271
作者:  Shi, Rongchao;  Wang, Jintao;  Tong, Ling;  Du, Taisheng;  Shukla, Manoj Kumar;  Jiang, Xuelian;  Li, Donghao;  Qin, Yonghui;  He, Liuyue;  Bai, Xiaorui;  Guo, Xiaoxu
收藏  |  浏览/下载：21/0  |  提交时间：2024/09/20
Crop models  Deficit irrigation  Plant population  Hybrid maize seed yield  
Integration of statistical models and ensemble machine learning algorithms (MLAs) for developing the novel hybrid groundwater potentiality models: a case study of semi-arid watershed in Saudi Arabia 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Mallick, Javed;  Talukdar, Swapan;  Alsubih, Majed;  Almesfer, Mohammed K.;  Shahfahad;  Hang, Hoang Thi;  Rahman, Atiqur
收藏  |  浏览/下载：30/0  |  提交时间：2021/11/29
Groundwater potential modelling  ensemble machine learning algorithm  statistical models  novel hybrid models  information gain ratio  
Using environmental variables and Fourier Transform Infrared Spectroscopy to predict soil organic carbon 期刊论文
发表期刊: CATENA. 出版年: 2021, 卷号: 202
作者:  Goydaragh, Maryam Ghebleh;  Taghizadeh-Mehrjardi, Ruhollah;  Jafarzadeh, Ali Asghar;  Triantafilis, John;  Lado, Marcos
收藏  |  浏览/下载：27/0  |  提交时间：2021/11/29
Aridisols  Digital soil mapping  Hybrid models  Machine-learning  Mid-IR spectral data  
Spatial prediction of soil organic carbon stocks in an arid rangeland using machine learning algorithms 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2021, 卷号: 193, 期号: 12
作者:  Rostaminia, Mahmood;  Rahmani, Asghar;  Mousavi, Sayed Roholla;  Taghizadeh-Mehrjardi, Rohullah;  Maghsodi, Ziba
收藏  |  浏览/下载：12/0  |  提交时间：2022/02/12
Arid rangelands  Sentinel-2B indices  Soil organic carbon  Uncertainty  Hybrid models  Limited data  
GIS-Based Gully Erosion Susceptibility Mapping: A Comparison of Computational Ensemble Data Mining Models 期刊论文
发表期刊: APPLIED SCIENCES-BASEL. 出版年: 2020, 卷号: 10, 期号: 6
作者:  Viet-Ha Nhu;  Janizadeh, Saeid;  Avand, Mohammadtaghi;  Chen, Wei;  Farzin, Mohsen;  Omidvar, Ebrahim;  Shirzadi, Ataollah;  Shahabi, Himan;  Clague, John J.;  Jaafari, Abolfazl;  Mansoorypoor, Fatemeh;  Binh Thai Pham;  Bin Ahmad, Baharin;  Lee, Saro
收藏  |  浏览/下载：21/0  |  提交时间：2020/07/01
gully erosion  watershed management  machine learning  hybrid models  GIS  Iran  
Multiple genetic programming: a new approach to improve genetic-based month ahead rainfall forecasts 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2020, 卷号: 192, 期号: 1
作者:  Mehr, Ali Danandeh;  Safari, Mir Jafar Sadegh
收藏  |  浏览/下载：18/0  |  提交时间：2020/05/22
Rainfall  Stochastic modelling  Genetic programming  Hybrid models