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Reconstructing monthly 0.25° terrestrial evapotranspiration data in a remote arid region using Bayesian-driven ensemble learning method 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2024, 卷号: 634
作者:  Ochege, Friday Uchenna;  Yuan, Xiuliang;  Ezekwe, Ifeanyichukwu C.;  Ling, Qing;  Nzabarinda, Vincent;  Kayiranga, Alphonse;  Xie, Mingjuan;  Shi, Haiyang;  Luo, Geping
收藏  |  浏览/下载：15/0  |  提交时间：2024/10/04
Reconstructed evapotranspiration (ET)  Bayesian ensemble learning  Gridded ET evaluation  Arid Central Asia  
How to break the environment-economic trap in rocky desertification contiguous poverty-stricken areas: the mediating effect of industrial structure upgrading 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF SUSTAINABLE DEVELOPMENT AND WORLD ECOLOGY. 出版年: 2023, 卷号: 30, 期号: 5, 页码: 576-590
作者:  Ran, Rong;  Xie, Mingjuan;  Hua, Lei
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/29
Environment-economic trap  industrial structure uploading  poverty alleviation  contiguous poverty-stricken areas  mediating effect model  
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：25/0  |  提交时间：2024/09/20
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：19/0  |  提交时间：2022/02/12
Evapotranspiration  Weather stations without flux observations  Multiple temporal resolutions  Spatial cross-validation  Machine learning  Grasslands  
Simulation of site-scale water fluxes in desert and natural oasis ecosystems of the arid region in Northwest China 期刊论文
发表期刊: HYDROLOGICAL PROCESSES. 出版年: 2021, 卷号: 35, 期号: 12
作者:  Xie, Mingjuan;  Luo, Geping;  Hellwich, Olaf;  Frankl, Amaury;  Zhang, Wenqiang;  Chen, Chunbo;  Zhang, Chen;  De Maeyer, Philippe
收藏  |  浏览/下载：20/0  |  提交时间：2022/03/17
desert ecosystem  machine learning  natural oasis ecosystem  random forest  water fluxes