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Enhancing Accuracy of Forecasting Monthly Reservoir Inflow by Using Comparison of Three New Hybrid Models: A Case Study of The Droodzan Dam in Iran 期刊论文
发表期刊: IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY-TRANSACTIONS OF CIVIL ENGINEERING. 出版年: 2024
作者:  Khorram, Saeed;  Jehbez, Nima
收藏  |  浏览/下载：18/0  |  提交时间：2024/10/04
Reservoir inflow forecasting  Long short-term memory  Support vector machines  Artificial neural  Fuzzy inference system  Hybrid model  
Predicting Agricultural Water Shortage in Karkheh Basin, Iran 期刊论文
发表期刊: IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY-TRANSACTIONS OF CIVIL ENGINEERING. 出版年: 2023, 卷号: 47, 期号: 5, 页码: 3175-3184
作者:  Jabalameli, Ali;  Saghafian, Bahram;  Zolfagharpour, Farshid
收藏  |  浏览/下载：9/0  |  提交时间：2024/09/29
Drought early warning system  Support vector machines  Agricultural water shortage  Karkheh basin  
Improving the estimation accuracy of rapeseed leaf photosynthetic characteristics under salinity stress using continuous wavelet transform and successive projections algorithm 期刊论文
发表期刊: FRONTIERS IN PLANT SCIENCE. 出版年: 2023, 卷号: 14
作者:  Wang, Jingang;  Tian, Tian;  Wang, Haijiang;  Cui, Jing;  Shi, Xiaoyan;  Song, Jianghui;  Li, Tiansheng;  Li, Weidi;  Zhong, Mingtao;  Zhang, Wenxu
收藏  |  浏览/下载：19/0  |  提交时间：2024/09/29
photosynthesis  continuous wavelet transformation  partial least squares regression  support vector machines  brassic anapus  
An Ensemble Learning Approach for Land Use/Land Cover Classification of Arid Regions for Climate Simulation: A Case Study of Xinjiang, Northwest China 期刊论文
发表期刊: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. 出版年: 2023, 卷号: 16, 页码: 2413-2426
作者:  Du, Haoyang;  Li, Manchun;  Xu, Yunyun;  Zhou, Chen
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/29
Ensemble learning  Classification algorithms  Remote sensing  Support vector machines  Machine learning algorithms  Climate change  Radio frequency  Arid areas  China  ensemble learning  land use  land cover classification  machine learning  
Prediction of missing temperature data using different machine learning methods 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2022, 卷号: 15, 期号: 1
作者:  Katipoglu, Okan Mert
收藏  |  浏览/下载：52/0  |  提交时间：2022/02/12
Temperature  Missing data  Support vector machines (SVM)  Decision tree (DT)  Adaptive neuro-fuzzy inference system (ANFIS)  
Semi-supervised learning for the spatial extrapolation of soil information 期刊论文
发表期刊: GEODERMA. 出版年: 2022, 卷号: 426
作者:  Taghizadeh-Mehrjardi, Ruhollah;  Sheikhpour, Razieh;  Zeraatpisheh, Mojtaba;  Amirian-Chakan, Alireza;  Toomanian, Norair;  Kerry, Ruth;  Scholten, Thomas
收藏  |  浏览/下载：9/0  |  提交时间：2024/09/20
Digital soil mapping  Support vector machines  Soil classes  Arid regions  
Classification Efficacy Using K-Fold Cross-Validation and Bootstrapping Resampling Techniques on the Example of Mapping Complex Gully Systems 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 15
作者:  Phinzi, Kwanele;  Abriha, David;  Szabo, Szilard
收藏  |  浏览/下载：17/0  |  提交时间：2021/11/29
satellite imagery  gully mapping  machine learning  random forest  support vector machines  South Africa  semi-arid environment  
Monitoring and Forecasting of Urban Expansion Using Machine Learning-Based Techniques and Remotely Sensed Data: A Case Study of Gharbia Governorate, Egypt 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 22
作者:  Mostafa, Eman;  Li, Xuxiang;  Sadek, Mohammed;  Dossou, Jacqueline Fifame
收藏  |  浏览/下载：19/0  |  提交时间：2022/02/12
Time-series Landsat images  urban sprawl  Gharbia governorate  Remote Sensing (RS)  Support Vector Machines (SVM)  logistic regression  Markov Chain (MC)  Fuzzy TOPSIS  
Change detection and urban expansion of Port Sudan, Red Sea, using remote sensing and GIS 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2021, 卷号: 193, 期号: 11
作者:  Hawash, Emad;  El-Hassanin, Adel;  Amer, Wafaa;  El-Nahry, Alaa;  Effat, Hala
收藏  |  浏览/下载：8/0  |  提交时间：2021/11/19
Port Sudan  Red Sea  Land water changes  Support vector machines  LULC change  Urban expansion  
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)