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Groundwater Level Modeling Using Multiobjective Optimization with Hybrid Artificial Intelligence Methods 期刊论文
发表期刊: ENVIRONMENTAL MODELING & ASSESSMENT. 出版年: 2024, 卷号: 29, 期号: 1, 页码: 45-65
作者:  Banadkooki, Fatemeh Barzegari;  Haghighi, Ali Torabi
收藏  |  浏览/下载：20/0  |  提交时间：2024/10/04
Multiobjective genetic algorithm  Particle swarm optimization  Multilayer perceptron  Groundwater  Arid region  
Evaluation of mine water quality based on the PCA-PSO-BP model 期刊论文
发表期刊: JOURNAL OF WATER AND CLIMATE CHANGE. 出版年: 2024, 卷号: 15, 期号: 2, 页码: 593-606
作者:  Wang, Jiaqi;  Huang, Yanli
收藏  |  浏览/下载：23/0  |  提交时间：2024/10/04
BP neural network  mine water quality evaluation  particle swarm optimization (PSO)  principal component analysis (PCA)  PSO-BP model  
Optimal Allocation of Water Resources in Canal Systems Based on the Improved Grey Wolf Algorithm 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2024, 卷号: 16, 期号: 9
作者:  Zheng, Qiuli;  Yue, Chunfang;  Zhang, Shengjiang;  Yao, Chengbao;  Zhang, Qin
收藏  |  浏览/下载：17/0  |  提交时间：2024/10/04
irrigation district  canal system  optimized water distribution  grey wolf algorithm  improved particle swarm optimization algorithm  northern goshawk algorithm  
Soil respiration estimation in desertified mining areas based on UAV remote sensing and machine learning 期刊论文
发表期刊: EARTH SCIENCE INFORMATICS. 出版年: 2023, 卷号: 16, 期号: 4, 页码: 3433-3448
作者:  Liu, Ying;  Lin, Jiaquan;  Yue, Hui
收藏  |  浏览/下载：20/0  |  提交时间：2024/09/29
Soil respiration  UAV remote sensing  Desertification mining area  Particle swarm optimization  Support vector regression  
Lithology classification in semi-arid area combining multi-source remote sensing images using support vector machine optimized by improved particle swarm algorithm 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION. 出版年: 2023, 卷号: 119
作者:  Lu, Jiaxin;  Han, Ling;  Liu, Lei;  Wang, Junfeng;  Xia, Zhaode;  Jin, Dingjian;  Zha, Xinlin
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/29
Multi-source remote sensing  Particle swarm optimization  Feature selection  Semi-arid area  Lithology classification  
Modelling groundwater level fluctuations by ELM merged advanced metaheuristic algorithms using hydroclimatic data 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2023, 卷号: 38, 期号: 1
作者:  Adnan, Rana Muhammad;  Dai, Hong-Liang;  Mostafa, Reham R.;  Islam, Abu Reza Md. Towfiqul;  Kisi, Ozgur;  Heddam, Salim;  Zounemat-Kermani, Mohammad
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/29
Groundwater prediction  extreme learning machine  particle swarm optimization  grey wolf optimization  whale optimization algorithm  Harris Hawks optimizer  jellyfish search optimizer  
Estimation of Spring Maize Evapotranspiration in Semi-Arid Regions of Northeast China Using Machine Learning: An Improved SVR Model Based on PSO and RF Algorithms 期刊论文
发表期刊: WATER. 出版年: 2023, 卷号: 15, 期号: 8
作者:  Hou, Wenjie;  Yin, Guanghua;  Gu, Jian;  Ma, Ningning
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/29
spring maize  crop evapotranspiration  support vector regression  particle swarm optimization  random forest  
Progressive improvement of DRASTICA and SI models for groundwater vulnerability assessment based on evolutionary algorithms 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2022, 卷号: 29, 期号: 37, 页码: 55845-55865
作者:  Zare, Masoumeh;  Nikoo, Mohammad Reza;  Nematollahi, Banafsheh;  Gandomi, Amir H.;  Al-Wardy, Malik;  Al-Rawas, Ghazi Ali
收藏  |  浏览/下载：11/0  |  提交时间：2024/09/20
Groundwater vulnerability index  DRASTICA  SI  Genetic algorithm  Particle swarm optimization  Wilcoxon test  
Inversion of Soil Salinity Using Multisource Remote Sensing Data and Particle Swarm Machine Learning Models in Keriya Oasis, Northwestern China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 3
作者:  Wei, Qinyu;  Nurmemet, Ilyas;  Gao, Minhua;  Xie, Boqiang
收藏  |  浏览/下载：48/0  |  提交时间：2022/03/17
soil salinization  particle swarm optimization  support vector regression  back-propagation neural network  PALSAR  
The impact of evaporation fractionation on the inverse estimation of soil hydraulic and isotope transport parameters 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2022, 卷号: 612
作者:  Zhou, Tiantian;  Simunek, Jirka;  Braud, Isabelle;  Nasta, Paolo;  Brunetti, Giuseppe;  Liu, Yi
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/20
HYDRUS-1D  Global sensitivity analysis  Particle swarm optimization  Water travel time  Temporal origin  Evaporation estimation