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Revealing spatial variability of groundwater level in typical ecosystems of the Tarim Basin through ensemble algorithms and limited observations 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2023, 卷号: 620
作者:  Wei, Yang;  Wang, Fei;  Hong, Bo;  Yang, Shengtian
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/29
Groundwater level  Tarim basin  Ensemble algorithms  Scale effect  Remote sensing  
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：13/0  |  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  
Estimation of Soil Organic Carbon Content in the Ebinur Lake Wetland, Xinjiang, China, Based on Multisource Remote Sensing Data and Ensemble Learning Algorithms 期刊论文
发表期刊: SENSORS. 出版年: 2022, 卷号: 22, 期号: 7
作者:  Xie, Boqiang;  Ding, Jianli;  Ge, Xiangyu;  Li, Xiaohang;  Han, Lijing;  Wang, Zheng
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/20
ensemble learning algorithms  Landsat 8  Sentinel-2A  Sentinel-1A  soil organic carbon  digital soil mapping  
Spatial mapping of the provenance of storm dust: Application of data mining and ensemble modelling 期刊论文
发表期刊: ATMOSPHERIC RESEARCH. 出版年: 2020, 卷号: 233
作者:  Gholami, Hamid;  Mohamadifar, Aliakbar;  Collins, Adrian L.
收藏  |  浏览/下载：22/0  |  提交时间：2020/05/22
Dust provenance  Spatial modelling  Data mining algorithms  Multicollinearity  Receiver operating characteristic  Ensemble modelling  R software  
A Novel Ensemble Artificial Intelligence Approach for Gully Erosion Mapping in a Semi-Arid Watershed (Iran) 期刊论文
发表期刊: SENSORS. 出版年: 2019, 卷号: 19, 期号: 11
作者:  Dieu Tien Bui;  Shirzadi, Ataollah;  Shahabi, Himan;  Chapi, Kamran;  Omidavr, Ebrahim;  Binh Thai Pham;  Asl, Dawood Talebpour;  Khaledian, Hossein;  Pradhan, Biswajeet;  Panahi, Mahdi;  Bin Ahmad, Baharin;  Rahmani, Hosein;  Grof, Gyula;  Lee, Saro
收藏  |  浏览/下载：49/0  |  提交时间：2019/11/29
gully erosion  machine learning  ensemble algorithms  geomorphology  Geographic information science  Kurdistan province