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Spatial distribution pattern and health risk of groundwater contamination by cadmium, manganese, lead and nitrate in groundwater of an arid area 期刊论文
发表期刊: ENVIRONMENTAL GEOCHEMISTRY AND HEALTH. 出版年: 2024, 卷号: 46, 期号: 3
作者:  Sakizadeh, Mohamad;  Zhang, Chaosheng;  Milewski, Adam
收藏  |  浏览/下载：24/0  |  提交时间：2024/10/04
Ensemble machine learning  Groundwater  Probabilistic health risk assessment  Redundancy analysis  Stacking  
Developing novel ensemble models for predicting soil hydraulic properties in China's arid region 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2024, 卷号: 636
作者:  Niu, Liantao;  Jia, Xiaoxu;  Li, Xiangdong;  Zhao, Chunlei;  Ren, Lidong;  Hu, Wei;  Zhu, Ping;  Li, Danfeng;  Zhang, Baoqing;  Shao, Ming'an
收藏  |  浏览/下载：28/0  |  提交时间：2024/10/04
Pedotransfer functions  Soil hydraulic properties  Machine learning  Ensemble model  Arid region  
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  
Simulating soil salinity dynamics, cotton yield and evapotranspiration under drip irrigation by ensemble machine learning 期刊论文
发表期刊: FRONTIERS IN PLANT SCIENCE. 出版年: 2023, 卷号: 14
作者:  Jiang, Zewei;  Yang, Shihong;  Dong, Shide;  Pang, Qingqing;  Smith, Pete;  Abdalla, Mohamed;  Zhang, Jie;  Wang, Guangmei;  Xu, Yi
收藏  |  浏览/下载：11/0  |  提交时间：2024/09/29
salinity  evapotranspiration  drip irrigation  cotton  ensemble machine learning  
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：29/0  |  提交时间：2021/11/29
Groundwater potential modelling  ensemble machine learning algorithm  statistical models  novel hybrid models  information gain ratio  
A hybrid framework for forecasting monthly reservoir inflow based on machine learning techniques with dynamic climate forecasts, satellite-based data, and climate phenomenon information 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2021
作者:  Tian, Di;  He, Xiaogang;  Srivastava, Puneet;  Kalin, Latif
收藏  |  浏览/下载：41/0  |  提交时间：2021/11/29
Reservoir inflow forecast  Machine learning  Dynamic climate forecast  Climate indices  Satellite-based soil moisture and evaporation  Multi-model ensemble  
A Machine Learning Framework for Olive Farms Profit Prediction 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 23
作者:  Christias, Panagiotis;  Mocanu, Mariana
收藏  |  浏览/下载：39/0  |  提交时间：2022/02/12
Machine Learning  predictive modeling  data preprocessing  resampling  ensemble methods  irrigation management  olive tree farms  
The Schaake Shuffle Technique to Combine Solar and Wind Power Probabilistic Forecasting 期刊论文
发表期刊: ENERGIES. 出版年: 2020, 卷号: 13, 期号: 10
作者:  Alessandrini, Stefano;  McCandless, Tyler
收藏  |  浏览/下载：17/0  |  提交时间：2020/07/01
solar power forecasting  wind power forecasting  ensemble forecasting  analog ensemble  schaake shuffle  machine learning  
一种基于无人机高光谱影像的土壤墒情检测新方法 期刊论文
发表期刊: 光谱学与光谱分析. 出版年: 2020, 卷号: 40, 期号: 2, 页码: 602-609
作者:  葛翔宇;  丁建丽;  王敬哲;  孙慧兰;  朱志强
收藏  |  浏览/下载：33/0  |  提交时间：2021/01/08
UAV  UAV  Remote Sensing  Hyperspectral image  Machine learning  Ensemble learning  
A New Method for Predicting Soil Moisture Based on UAV Hyperspectral Image 期刊论文
发表期刊: SPECTROSCOPY AND SPECTRAL ANALYSIS. 出版年: 2020, 卷号: 40, 期号: 2, 页码: 602-609
作者:  Ge Xiang-yu;  Ding Jian-li;  Wang Jing-zhe;  Sun Hui-lan;  Zhu Zhi-qiang
收藏  |  浏览/下载：78/0  |  提交时间：2020/07/01
UAV  Remote Sensing  Hyperspectral image  Machine learning  Ensemble learning