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A Global Meta-Analysis of Soil Salinity Prediction Integrating Satellite Remote Sensing, Soil Sampling, and Machine Learning 期刊论文
发表期刊: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 出版年: 2022
作者:  Shi, Haiyang;  Hellwich, Olaf;  Luo, Geping;  Chen, Chunbo;  He, Huili;  Ochege, Friday Uchenna;  Van de Voorde, Tim;  Kurban, Alishir;  de Maeyer, Philippe
收藏  |  浏览/下载：15/0  |  提交时间：2022/02/12
Salinity (geophysical)  Soil  Vegetation mapping  Satellites  Predictive models  Data models  Geography  Hyperspectral  machine learning  multispectral  remote sensing  satellite  soil salinity  
Distribution and sources of PM2.5-bound free silica in the atmosphere of hyper-arid regions in Hotan, North-West China 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2022, 卷号: 810
作者:  Liu, Huibin;  Wang, Xinming;  Talifu, Dilinuer;  Ding, Xiang;  Abulizi, Abulikemu;  Tursun, Yalkunjan;  An, Juqin;  Li, Kejun;  Luo, Ping;  Xie, Xiaoxia
收藏  |  浏览/下载：11/0  |  提交时间：2022/03/17
Free silica  Particulate matter  Hotan  Dust and non-dust  
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
作者:  Chen, Baili;  Zheng, Hongwei;  Luo, Geping;  Chen, Chunbo;  Bao, Anming;  Liu, Tie;  Chen, Xi
收藏  |  浏览/下载：15/0  |  提交时间：2022/03/17
Soil salinization  multi-regions  XGBoost  TPE optimization  feature selection  hyper-parameter tuning  
Assessing shallow groundwater level using RTI model and long-term MODIS data in Ejina Basin, Northwest China 期刊论文
发表期刊: EARTH SCIENCE INFORMATICS. 出版年: 2021, 卷号: 14, 期号: 2, 页码: 861-870
作者:  Luo, Dayou;  Wen, Xingping;  Xu, Junlong;  Zhang, Haonan;  Vongphet, Sihapanya;  He, Ping
收藏  |  浏览/下载：29/0  |  提交时间：2021/07/30
Groundwater level  Real thermal inertia (RTI)  Ejina Basin  Arid areas  Soil moisture  
Assessment of Climate Change in Central Asia from 1980 to 2100 Using the Koppen-Geiger Climate Classification 期刊论文
发表期刊: ATMOSPHERE. 出版年: 2021, 卷号: 12, 期号: 1
作者:  He, Huili;  Luo, Geping;  Cai, Peng;  Hamdi, Rafiq;  Termonia, Piet;  De Maeyer, Philippe;  Kurban, Alishir;  Li, Jianjun
收藏  |  浏览/下载：2/0  |  提交时间：2021/03/08
Central Asia  Kö  ppen-Geiger climate classification  climatic zone shifts  
Managing Agricultural Water Considering Water Allocation Priority Based on Remote Sensing Data 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 8
作者:  Luo, Biao;  Zhang, Fan;  Liu, Xiao;  Pan, Qi;  Guo, Ping
收藏  |  浏览/下载：6/0  |  提交时间：2021/07/30
spatialization methods  statistical data  remote sensing  AHP-TOPSIS  multiobjective programming  arid regions in China  
Quantifying the contribution of climate change and human activities to biophysical parameters in an arid region 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2021, 卷号: 129
作者:  Zhang, Wenqiang;  Luo, Geping;  Chen, Chunbo;  Ochege, Friday U.;  Hellwich, Olaf;  Zheng, Hongwei;  Hamdi, Rafiq;  Wu, Shixin
收藏  |  浏览/下载：8/0  |  提交时间：2021/11/19
Climate change  Human activities  Biophysical parameters  The Northern slope of the Tianshan Mountains  Random Forest model  Machine learning  
Analysis of the Impacts of Environmental Factors on Rat Hole Density in the Northern Slope of the Tienshan Mountains with Satellite Remote Sensing Data 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 22
作者:  Shi, Haiyang;  Pan, Qun;  Luo, Geping;  Hellwich, Olaf;  Chen, Chunbo;  Van de Voorde, Tim;  Kurban, Alishir;  De Maeyer, Philippe;  Wu, Shixin
收藏  |  浏览/下载：20/0  |  提交时间：2022/02/12
NDVI  GIMMS  SRTM  Rhombomys opimus  Lagurus luteus  
Deep profile soil moisture distribution characteristics for different micro-topographies on the semi-arid Loess Plateau, China 期刊论文
发表期刊: JOURNAL OF MOUNTAIN SCIENCE. 出版年: 2021, 卷号: 18, 期号: 10, 页码: 2688-2697
作者:  Gou Qing-ping;  Zhu Qing-ke;  Li Yi-xuan;  Tian Xiang-lei;  Wang Peng-xiang;  Xin Yun-ling;  Luo Shu-yuan
收藏  |  浏览/下载：6/0  |  提交时间：2021/11/29
Deep soil moisture  Erosion degradation  Micro-topography  Semiarid loess region  
A framework for estimating actual evapotranspiration at weather stations without flux observations by combining data from MODIS and flux towers through a machine learning approach 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2021, 卷号: 603
作者:  Zhang, Chen;  Luo, Geping;  Hellwich, Olaf;  Chen, Chunbo;  Zhang, Wenqiang;  Xie, Mingjuan;  He, Huili;  Shi, Haiyang;  Wang, Yuangang
收藏  |  浏览/下载：2/0  |  提交时间：2022/02/12
Evapotranspiration  Weather stations without flux observations  Multiple temporal resolutions  Spatial cross-validation  Machine learning  Grasslands