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Short-term prediction of reference crop evapotranspiration based on machine learning with different decomposition methods in arid areas of China 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2023, 卷号: 279
作者:  Lu, Yingjie;  Li, Tao;  Hu, Hui;  Zeng, Xuemei
收藏  |  浏览/下载：22/0  |  提交时间：2024/09/29
Reference crop evapotranspiration  Prediction model  Decomposition algorithm  Neural network  Xinjiang region  
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：19/0  |  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  
Comparison of hybrid machine learning models to predict short-term meteorological drought in Guanzhong region, China 期刊论文
发表期刊: WATER SCIENCE AND TECHNOLOGY. 出版年: 2023, 卷号: 87, 期号: 11, 页码: 2756-2775
作者:  Li, Shaoxuan;  Xie, Jiancang;  Yang, Xue;  Jing, Xin
收藏  |  浏览/下载：23/0  |  提交时间：2024/09/29
'integration-prediction' model  machine learning  meteorological drought prediction  signal decomposition algorithm  SPI  
A novel hybrid dragonfly optimization algorithm for agricultural drought prediction 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2021
作者:  Aghelpour, Pouya;  Mohammadi, Babak;  Mehdizadeh, Saeid;  Bahrami-Pichaghchi, Hadigheh;  Duan, Zheng
收藏  |  浏览/下载：35/0  |  提交时间：2021/07/30
Palmer drought severity index  Drought prediction  Dragonfly algorithm  Stochastic model  Iran  
Prediction of drought in plain area and optimization of human exercise training based on genetic algorithm 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2021, 卷号: 14, 期号: 16
作者:  Xu, Fei;  Zhao, Bin
收藏  |  浏览/下载：13/0  |  提交时间：2021/11/19
Genetic algorithm  Plain area  Drought prediction  Sports training optimization  
Prediction of Climate Change Effect on Outdoor Thermal Comfort in Arid Region 期刊论文
发表期刊: ENERGIES. 出版年: 2021, 卷号: 14, 期号: 16
作者:  Matallah, Mohamed Elhadi;  Mahar, Waqas Ahmed;  Bughio, Mushk;  Alkama, Djamel;  Ahriz, Atef;  Bouzaher, Soumia
收藏  |  浏览/下载：55/0  |  提交时间：2021/11/19
residential sector  desert region  IPCC scenarios  urban climate prediction  Perceived Temperature  algorithm  
Short-term Photovoltaic Power Forecasting Based on Improved Firefly Algorithm to optimize support vector machine 会议论文
会议名称: International Symposium on Computer, Consumer and Control (IS3C). 会议地点: Natl Chin Yi Univ Technol, Taichung, TAIWAN. 会议日期: NOV 13-16, 2020
作者:  Nsengimana, Cyprien;  Han, XinTong;  Wang, HaiYu;  Shen, Xiu Jun;  Li, Lingling
收藏  |  浏览/下载：32/0  |  提交时间：2021/11/19
short-term prediction support vector machine  improved firefly algorithm prediction speed  
Regulatory T cell function in predicting Valley fever outcomes 项目
项目编号: 1R21AI142261-01A1. 资助机构: US-NIH（美国国立卫生研究院）. 起止日期: 2020-2022
负责人:  HOYER, KATRINA K.
收藏  |  浏览/下载：35/0  |  提交时间：2021/08/12
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A Combination Forecasting Strategy for Precipitation, Temperature and Wind Speed in the Southeastern Margin of the Tengger Desert 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2020, 卷号: 12, 期号: 4
作者:  Fu, Tonglin;  Li, Xinrong
收藏  |  浏览/下载：21/0  |  提交时间：2020/05/22
precipitation prediction  variational mode decomposition  particle swarm optimization algorithm  combination model  the Tengger Desert  biological soil crust  
Groundwater Level Prediction for the Arid Oasis of Northwest China Based on the Artificial Bee Colony Algorithm and a Back-propagation Neural Network with Double Hidden Layers 期刊论文
发表期刊: WATER. 出版年: 2019, 卷号: 11, 期号: 4
作者:  Li, Huanhuan;  Lu, Yudong;  Zheng, Ce;  Yang, Mi;  Li, Shuangli
收藏  |  浏览/下载：19/0  |  提交时间：2019/11/29
artificial bee colony algorithm  double hidden layers  back-propagation neural network  groundwater level prediction  arid oasis