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Using different multivariate approaches to assess water quality of qanats in arid zones of Southern Central Mexico 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2022
作者:  Elias Sedeno-Diaz, Jacinto;  Lopez-Lopez, Eugenia;  Joseph Rodriguez-Romero, A.;  Fierro Leos, Karla;  Tiburcio Martinez, Melissa;  Escobar Sanchez, Oscar Emiliano
收藏  |  浏览/下载：11/0  |  提交时间：2022/03/17
Classification trees  Arid and semi-arid regions  Groundwater analysis  
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
作者:  Jung, Chunggil;  Ahn, Sora;  Sheng, Zhuping;  Ayana, Essayas K.;  Srinivasan, Raghavan;  Yeganantham, Dhanesh
收藏  |  浏览/下载：12/0  |  提交时间：2021/11/29
watershed management  machine learning  SWAT  water salinity  soil texture  irrigation  watershed  surface water  groundwater interactions  
Evaluation efficiency of hybrid deep learning algorithms with neural network decision tree and boosting methods for predicting groundwater potential 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Chen, Yunzhi;  Chen, Wei;  Pal, Subodh Chandra;  Saha, Asish;  Chowdhuri, Indrajit;  Adeli, Behzad;  Janizadeh, Saeid;  Dineva, Adrienn A.;  Wang, Xiaojing;  Mosavi, Amirhosein
收藏  |  浏览/下载：18/0  |  提交时间：2021/07/30
Groundwater potential mapping  groundwater management  hybrid deep learning  deep boosting  ROC-AUC  artificial intelligence  
Deep learning and boosting framework for piping erosion susceptibility modeling: spatial evaluation of agricultural areas in the semi-arid region 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Chen, Yunzhi;  Chen, Wei;  Janizadeh, Saeid;  Bhunia, Gouri Sankar;  Bera, Amit;  Quoc Bao Pham;  Nguyen Thi Thuy Linh;  Balogun, Abdul-Lateef;  Wang, Xiaojing
收藏  |  浏览/下载：12/0  |  提交时间：2021/07/30
Piping erosion  agriculture land use  machine learning  deep boosting  Zarandieh watershed  
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
作者:  Stanley, Thomas A.;  Kirschbaum, Dalia B.;  Benz, Garrett;  Emberson, Robert A.;  Amatya, Pukar M.;  Medwedeff, William;  Clark, Marin K.
收藏  |  浏览/下载：3/0  |  提交时间：2021/07/30
XGBoost  machine learning  IMERG  SMAP  GPM  situational awareness  antecedent rainfall  tropical cyclone  
Interpretable vs. noninterpretable machine learning models for data-driven hydro-climatological process modeling (R) 期刊论文
发表期刊: EXPERT SYSTEMS WITH APPLICATIONS. 出版年: 2021, 卷号: 170
作者:  Chakraborty, Debaditya;  Basagaoglu, Hakan;  Winterle, James
收藏  |  浏览/下载：27/0  |  提交时间：2021/11/29
Deep learning  Boosting  Transfer learning  Hydroclimate  Reference crop evapotranspiration  Model explainability  
Simulations of spatial patterns and species distributions in sandy land using unmanned aerial vehicle images 期刊论文
发表期刊: JOURNAL OF ARID ENVIRONMENTS. 出版年: 2021, 卷号: 186
作者:  Wu, Yin;  Zhang, Jing;  Wang, Feng;  Song, Yongyu;  Ji, Jie
收藏  |  浏览/下载：29/0  |  提交时间：2021/03/08
UAV  Vegetation pattern  Micro-topography  2D Poisson simulation  Otindag sandy land  
Simulating on the effects of irrigation on jujube tree growth, evapotranspiration and water use based on crop growth model 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2021, 卷号: 243
作者:  Bai, Tiecheng;  Zhang, Nannan;  Wang, Tao;  Wang, Desheng;  Yu, Caili;  Meng, Wenbo;  Fei, Hao;  Chen, Rengu;  Li, Yanhui;  Zhou, Baoping
收藏  |  浏览/下载：14/0  |  提交时间：2021/03/08
WOFOST  Jujube  Grow simulation  Irrigation  Evapotranspiration  Water use efficiency  
Spatiotemporal multi-index analysis of desertification in dry Afromontane forests of northern Ethiopia 期刊论文
发表期刊: ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY. 出版年: 2021, 卷号: 23, 期号: 1, 页码: 423-450
作者:  Gebru, Belay Manjur;  Lee, Woo-Kyun;  Khamzina, Asia;  Wang, Sonam Wangyel;  Cha, Sungeun;  Song, Cholho;  Lamchin, Munkhansan
收藏  |  浏览/下载：4/0  |  提交时间：2021/03/08
Landsat  Normalized Difference Vegetation Index (NDVI)  Top Soil Grain Size Index (TGSI)  Precipitation Concentration Index (PCI)  
Land degradation mapping in the MATOPIBA region (Brazil) using remote sensing data and decision-tree analysis 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2021, 卷号: 782
作者:  da Silva Pinto Vieira, Rita Marcia;  Tomasella, Javier;  Barbosa, Alexandre Augusto;  Polizel, Silvia Palotti;  Henry Balbaud Ometto, Jean Pierre;  Santos, Fabricia Cristina;  Ferreira, Yara da Cruz;  de Toledo, Peter Mann
收藏  |  浏览/下载：12/0  |  提交时间：2021/07/30
Soil degradation  Remote sensing  Machine learning  NDVI  MATOPIBA  Brazilian Cerrado