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Prediction of S12-MKII rainfall simulator experimental runoff data sets using hybrid PSR-SVM-FFA approaches 期刊论文
发表期刊: JOURNAL OF WATER AND CLIMATE CHANGE. 出版年: 2022
作者:  Samantaray, Sandeep;  Ghose, Dillip Kumar
收藏  |  浏览/下载：12/0  |  提交时间：2021/11/29
PSR-SVM-FFA  rainfall simulator  runoff  SVM  SVM-FFA  
Dynamic Forecast of Desert Locust Presence Using Machine Learning with a Multivariate Time Lag Sliding Window Technique 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 3
作者:  Sun, Ruiqi;  Huang, Wenjiang;  Dong, Yingying;  Zhao, Longlong;  Zhang, Biyao;  Ma, Huiqin;  Geng, Yun;  Ruan, Chao;  Xing, Naichen;  Chen, Xidong;  Li, Xueling
收藏  |  浏览/下载：26/0  |  提交时间：2022/03/17
desert locust  environmental indicator  dynamic forecast  machine learning  time lag  
Predicting the number of dusty days around the desert wetlands in southeastern Iran using feature selection and machine learning techniques 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2021, 卷号: 125
作者:  Ebrahimi-Khusfi, Zohre;  Nafarzadegan, Ali Reza;  Dargahian, Fatemeh
收藏  |  浏览/下载：22/0  |  提交时间：2021/07/30
Dust emissions  Boruta  MARS  Recursive feature elimination  Multicollinearity  Stochastic gradient boosting  Hamoun wetlands  
Research on Camouflage Recognition in Simulated Operational Environment Based on Hyperspectral Imaging Technology 期刊论文
发表期刊: JOURNAL OF SPECTROSCOPY. 出版年: 2021, 卷号: 2021
作者:  Zhao, Donge;  Liu, Shuyan;  Yang, Xuefeng;  Ma, Yayun;  Zhang, Bin;  Chu, Wenbo
收藏  |  浏览/下载：18/0  |  提交时间：2021/07/30
Proposition of New Ensemble Data-Intelligence Models for Surface Water Quality Prediction 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2021, 卷号: 9, 页码: 108527-108541
作者:  Al-Sulttani, Ali Omran;  Al-Mukhtar, Mustafa;  Roomi, Ali B.;  Farooque, Aitazaz Ahsan;  Khedher, Khaled Mohamed;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：4/0  |  提交时间：2021/11/19
Predictive models  Rivers  Water resources  Water quality  Water pollution  Computational modeling  Adaptation models  Semi-arid region  river water quality  biochemical oxygen demand  principal component analysis  
Soil Salinity Mapping Using Machine Learning Algorithms with the Sentinel-2 MSI in Arid Areas, China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 2
作者:  Wang, Jiaqiang;  Peng, Jie;  Li, Hongyi;  Yin, Caiyun;  Liu, Weiyang;  Wang, Tianwei;  Zhang, Huaping
收藏  |  浏览/下载：12/0  |  提交时间：2021/03/08
soil salinization  Sentinel-2 MSI  remote sensing  machine learning  arid area  
High Spatial Resolution Topsoil Organic Matter Content Mapping Across Desertified Land in Northern China 期刊论文
发表期刊: FRONTIERS IN ENVIRONMENTAL SCIENCE. 出版年: 2021, 卷号: 9
作者:  Yang Junting;  Li Xiaosong;  Wu Bo;  Wu Junjun;  Sun Bin;  Yan Changzhen;  Gao Zhihai
收藏  |  浏览/下载：15/0  |  提交时间：2021/11/19
desertified land  soil organic matter content  Sentinel-2  machine learning  Google Earth Engine  
Optimization of Rocky Desertification Classification Model Based on Vegetation Type and Seasonal Characteristic 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 15
作者:  Qian, Chunhua;  Qiang, Hequn;  Wang, Feng;  Li, Mingyang
收藏  |  浏览/下载：4/0  |  提交时间：2021/11/19
rocky desertification  supervised classification method  MODIS data  feature extraction  spatial and temporal distribution  
Combining WV-2 images and tree physiological factors to detect damage stages of Populus gansuensis by Asian longhorned beetle (Anoplophora glabripennis) at the tree level 期刊论文
发表期刊: FOREST ECOSYSTEMS. 出版年: 2021, 卷号: 8, 期号: 1
作者:  Zhou, Quan;  Zhang, Xudong;  Yu, Linfeng;  Ren, Lili;  Luo, Youqing
收藏  |  浏览/下载：22/0  |  提交时间：2021/07/30
Worldview-2  Anoplophora glabripennis  Populus gansuensis  Infestation  Degree of damage  Canopy color  Classification  
Pixel and Object-Based Machine Learning Classification Schemes for Lithological Mapping Enhancement of Semi-Arid Regions Using Sentinel-2A Imagery: A Case Study of the Southern Moroccan Meseta 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2021, 卷号: 9, 页码: 119262-119278
作者:  Serbouti, Imane;  Raji, Mohammed;  Hakdaoui, Mustapha;  Pradhan, Biswajeet;  Lee, Chang-Wook;  Alamri, Abdullah M.
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/19
Lithological mapping  sentinel-2A  SVM-GEOBIA  remote sensing  moroccan meseta