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Haiyang Shi
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Coupling the Water-Energy-Food-Ecology Nexus into a Bayesian Network for Water Resources Analysis and Management in the Syr Darya River Basin
H Shi, G Luo, H Zheng, C Chen, J Bai, T Liu, FU Ochege, P De Maeyer
Journal of Hydrology, 124387, 2019
952019
A novel causal structure-based framework for comparing basin-wide water-energy-food-ecology nexus applied to the data-limited Amu Darya and Syr Darya river basins
H Shi, G Luo, H Zheng, C Chen, J Bai, T Liu, S Liu, J Xue, P Cai, H He, ...
Hydrology and Earth System Sciences, 2021
342021
A global meta-analysis of soil salinity prediction integrating satellite remote sensing, soil sampling, and machine learning
H Shi, O Hellwich, G Luo, C Chen, H He, FU Ochege, T Van de Voorde, ...
IEEE Transactions on Geoscience and Remote Sensing 60, 1-15, 2021
272021
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
C Zhang, G Luo, O Hellwich, C Chen, W Zhang, M Xie, H He, H Shi, ...
Journal of Hydrology 603, 127047, 2021
162021
Numerical study on the climatic effect of the Aral Sea
H He, R Hamdi, G Luo, P Cai, M Zhang, H Shi, C Li, P Termonia, ...
Atmospheric Research 268, 105977, 2022
132022
Assessing satellite, land surface model and reanalysis evapotranspiration products in the absence of in-situ in central Asia
FU Ochege, H Shi, C Li, X Ma, EE Igboeli, G Luo
Remote Sensing 13 (24), 5148, 2021
122021
Variability and uncertainty in flux-site scale net ecosystem exchange simulations based on machine learning and remote sensing: A systematic evaluation
H Shi, G Luo, O Hellwich, M Xie, C Zhang, Y Zhang, Y Wang, X Yuan, ...
Biogeosciences 2022, 1-25, 2022
112022
Effects of land clearing for agriculture on soil organic carbon stocks in drylands: A meta‐analysis
Y Wang, G Luo, C Li, H Ye, H Shi, B Fan, W Zhang, C Zhang, M Xie, ...
Global Change Biology 29 (2), 547-562, 2023
102023
Spatiotemporal variations in aerosol optical depth and associated risks for populations in the arid region of Central Asia
X Ma, Y Ding, H Shi, W Yan, X Dou, FU Ochege, G Luo, C Zhao
Science of The Total Environment 816, 151558, 2022
102022
Evaluation of water flux predictive models developed using eddy covariance observations and machine learning: a meta-analysis
H Shi, G Luo, O Hellwich, M Xie, C Zhang, Y Zhang, Y Wang, X Yuan, ...
Hydrology and Earth System Sciences, 1-21, 2022
92022
New data‐driven method for estimation of net ecosystem carbon exchange at meteorological stations effectively increases the global carbon flux data
W Zhang, G Luo, X Yuan, C Li, M Xie, Y Wang, X Ma, H Shi, R Hamdi, ...
Methods in Ecology and Evolution 14 (9), 2449-2463, 2023
62023
Analysis of the Impacts of Environmental Factors on Rat Hole Density in the Northern Slope of the Tienshan Mountains with Satellite Remote Sensing Data
Haiyang Shi, Qun Pan, Geping Luo, Olaf Hellwich, Chunbo Chen, Tim Van de ...
Remote Sensing 13 (22), 2021
62021
Comparing the use of all data or specific subsets for training machine learning models in hydrology: A case study of evapotranspiration prediction
H Shi, G Luo, O Hellwich, X He, M Xie, W Zhang, FU Ochege, Q Ling, ...
Journal of Hydrology 627, 130399, 2023
52023
Net carbon flux from cropland changes in the Central Asian Aral Sea Basin
Y Wang, G Luo, C Li, X Ma, W Zhang, H Shi, C Zhang, M Xie
Journal of Environmental Management 314, 115078, 2022
32022
Global dryland aridity changes indicated by atmospheric, hydrological, and vegetation observations at meteorological stations
H Shi, G Luo, O Hellwich, X He, A Kurban, P De Maeyer, T Van de Voorde
Hydrology and Earth System Sciences 27 (24), 4551-4562, 2023
22023
Revisiting and attributing the global controls over terrestrial ecosystem functions of climate and plant traits at FLUXNET sites via causal graphical models
H Shi, G Luo, O Hellwich, A Kurban, P De Maeyer, T Van de Voorde
Biogeosciences 20 (13), 2727–2741, 2023
2*2023
Recent impacts of water management on dryland’s salinization and degradation neutralization
H Shi, G Luo, EH Sutanudjaja, O Hellwich, X Chen, J Ding, S Wu, X He, ...
Science bulletin 68 (24), 3240-3251, 2023
12023
Monitoring of carbon-water fluxes at Eurasian meteorological stations using random forest and remote sensing
M Xie, X Ma, Y Wang, C Li, H Shi, X Yuan, O Hellwich, C Chen, W Zhang, ...
Scientific data 10 (1), 587, 2023
12023
Correlation analysis between the Aral Sea shrinkage and the Amu Darya River
M Wang, X Chen, L Cao, A Kurban, H Shi, N Wu, A Eziz, X Yuan, ...
Journal of Arid Land 15 (7), 757-778, 2023
12023
Impacts of extreme weather events on terrestrial carbon sequestration revealed by weather stations in the Northern Hemisphere
H Shi
arXiv preprint arXiv:2405.16207, 2024
2024
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