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Adaptive estimation of multi-regional soil salinization using extreme gradient boosting with Bayesian TPE optimization 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF REMOTE SENSING. 出版年: 2022, 卷号: 43, 期号: 3, 页码: 778-811
Creator:  Chen, Baili;  Zheng, Hongwei;  Luo, Geping;  Chen, Chunbo;  Bao, Anming;  Liu, Tie;  Chen, Xi
Favorite  |  View/Download:15/0  |  Submit date:2022/03/17
Soil salinization  multi-regions  XGBoost  TPE optimization  feature selection  hyper-parameter tuning  
Evaluate River Water Salinity in a Semi-Arid Agricultural Watershed by Coupling Ensemble Machine Learning Technique with SWAT Model 期刊论文
发表期刊: JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION. 出版年: 2021
Creator:  Jung, Chunggil;  Ahn, Sora;  Sheng, Zhuping;  Ayana, Essayas K.;  Srinivasan, Raghavan;  Yeganantham, Dhanesh
Favorite  |  View/Download:12/0  |  Submit date:2021/11/29
watershed management  machine learning  SWAT  water salinity  soil texture  irrigation  watershed  surface water  groundwater interactions  
Integration of extreme gradient boosting feature selection approach with machine learning models: application of weather relative humidity prediction 期刊论文
发表期刊: NEURAL COMPUTING & APPLICATIONS. 出版年: 2021
Creator:  Tao, Hai;  Awadh, Salih Muhammad;  Salih, Sinan Q.;  Shafik, Shafik S.;  Yaseen, Zaher Mundher
Favorite  |  View/Download:18/0  |  Submit date:2021/11/29
Relative humidity  XGBoost feature selection  Weather stochasticity  Machine learning  
祁连山大野口流域2m分辨率土壤有机碳密度栅格数据 科学数据
发布/更新日期: 2021
Creator:  朱猛;  张成琦;  张举涛
Favorite  |  View/Download:6/0  |  Submit date:2021/08/17
祁连山大野口流域2m分辨率土壤有机碳密度栅格数据 科学数据
发布/更新日期: 2021
Creator:  朱猛, 张成琦, 张举涛
Favorite  |  View/Download:2/0  |  Submit date:2021/08/17
Data-Driven Landslide Nowcasting at the Global Scale 期刊论文
发表期刊: FRONTIERS IN EARTH SCIENCE. 出版年: 2021, 卷号: 9
Creator:  Stanley, Thomas A.;  Kirschbaum, Dalia B.;  Benz, Garrett;  Emberson, Robert A.;  Amatya, Pukar M.;  Medwedeff, William;  Clark, Marin K.
Favorite  |  View/Download:2/0  |  Submit date:2021/07/30
XGBoost  machine learning  IMERG  SMAP  GPM  situational awareness  antecedent rainfall  tropical cyclone  
Comparison of multi-criteria and artificial intelligence models for land-subsidence susceptibility zonation 期刊论文
发表期刊: JOURNAL OF ENVIRONMENTAL MANAGEMENT. 出版年: 2021, 卷号: 284
Creator:  Arabameri, Alireza;  Pal, Subodh Chandra;  Rezaie, Fatemeh;  Chakrabortty, Rabin;  Chowdhuri, Indrajit;  Blaschke, Thomas;  Ngo, Phuong Thao Thi
Favorite  |  View/Download:14/0  |  Submit date:2021/07/30
Land subsidence  Artificial intelligence  Iran  
New machine learning approaches to improve reference evapotranspiration estimates using intra-daily temperature-based variables in a semi-arid region of Spain 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2021, 卷号: 245
Creator:  Antonio Bellido-Jimenez, Juan;  Estevez, Javier;  Penelope Garcia-Marin, Amanda
Favorite  |  View/Download:5/0  |  Submit date:2021/03/08
Irrigation scheduling  Machine learning  Reference evapotranspiration  
Mapping Opuntia stricta in the Arid and Semi-Arid Environment of Kenya Using Sentinel-2 Imagery and Ensemble Machine Learning Classifiers 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 8
Creator:  Muthoka, James M.;  Salakpi, Edward E.;  Ouko, Edward;  Yi, Zhuang-Fang;  Antonarakis, Alexander S.;  Rowhani, Pedram
Favorite  |  View/Download:4/0  |  Submit date:2021/07/30
invasive plant species  remote sensing  extreme gradient boost  random forest  spectral indices  topographic indices  
A Novel Method for Differential Prognosis of Brain Degenerative Diseases Using Radiomics-Based Textural Analysis and Ensemble Learning Classifiers 期刊论文
发表期刊: COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE. 出版年: 2021, 卷号: 2021
Creator:  Jain, Manju;  Rai, C. S.;  Jain, Jai
Favorite  |  View/Download:4/0  |  Submit date:2021/11/19