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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：16/0  |  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  
The positive climate impacts of drip irrigation underneath plastic mulch on a typical Mountain-Oasis-Desert System in northwest China 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2022, 卷号: 273
作者:  Yuan, Xiuliang;  Hamdi, Rafiq;  Luo, Geping;  Bai, Jie;  Ochege, Friday Uchenna;  Kurban, Alishir;  De Maeyer, Philippe;  Chen, Xi;  Wang, Jin;  Termonia, Piet
收藏  |  浏览/下载：0/0  |  提交时间：2024/09/19
Mountain-Oasis-Desert System  Irrigation  Plastic mulch  SURFEX  
Contribution of cropland expansion to regional carbon stocks in an arid area of China: a case study in Xinjiang 期刊论文
发表期刊: CARBON MANAGEMENT. 出版年: 2022, 卷号: 13, 期号: 1, 页码: 42-54
作者:  Wang, Yuangang;  Li, Chaofan;  Ochege, Friday Uchenna;  Han, Qifei;  Hellwich, Olaf;  Wu, Shixin;  Luo, Geping
收藏  |  浏览/下载：0/0  |  提交时间：2024/09/19
Cropland expansion  carbon stocks  Bookkeeping model  Arid region  Xinjiang  
Numerical on the climatic effect of the Aral Sea 期刊论文
发表期刊: ATMOSPHERIC RESEARCH. 出版年: 2022, 卷号: 268
作者:  He, Huili;  Hamdi, Rafiq;  Luo, Geping;  Cai, Peng;  Zhang, Miao;  Shi, Haiyang;  Li, Chaofan;  Termonia, Piet;  De Maeyer, Philippe;  Kurban, Alishir
收藏  |  浏览/下载：0/0  |  提交时间：2024/09/19
The Aral Sea  Regional climate model  Atmosphere circulation  Precipitation, energy balance components  
Evaluation of water flux predictive models developed using eddy-covariance observations and machine learning: a meta-analysis 期刊论文
发表期刊: HYDROLOGY AND EARTH SYSTEM SCIENCES. 出版年: 2022, 卷号: 26, 期号: 18, 页码: 4603-4618
作者:  Shi, Haiyang;  Luo, Geping;  Hellwich, Olaf;  Xie, Mingjuan;  Zhang, Chen;  Zhang, Yu;  Wang, Yuangang;  Yuan, Xiuliang;  Ma, Xiaofei;  Zhang, Wenqiang;  Kurban, Alishir;  De Maeyer, Philippe;  Van de Voorde, Tim
收藏  |  浏览/下载：0/0  |  提交时间：2024/09/19
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：19/0  |  提交时间：2022/03/17
Soil salinization  multi-regions  XGBoost  TPE optimization  feature selection  hyper-parameter tuning  
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：3/0  |  提交时间：2021/03/08
Central Asia  Kö  ppen-Geiger climate classification  climatic zone shifts  
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：14/0  |  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：30/0  |  提交时间：2022/02/12
NDVI  GIMMS  SRTM  Rhombomys opimus  Lagurus luteus  
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：3/0  |  提交时间：2022/02/12
Evapotranspiration  Weather stations without flux observations  Multiple temporal resolutions  Spatial cross-validation  Machine learning  Grasslands