Zobrazeno 1 - 10
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pro vyhledávání: '"Shi, Haiyang"'
Autor:
Shi, Haiyang
The application of process-based and data-driven hydrological models is crucial in modern hydrological research, especially for predicting key water cycle variables such as runoff, evapotranspiration (ET), and soil moisture. These models provide a sc
Externí odkaz:
http://arxiv.org/abs/2408.07071
Autor:
Shi, Haiyang
Estimating historical evapotranspiration (ET) is essential for understanding the effects of climate change and human activities on the water cycle. This study used historical weather station data to reconstruct ET trends over the past 300 years with
Externí odkaz:
http://arxiv.org/abs/2407.16265
Autor:
Shi, Haiyang
Machine learning-based hydrological prediction models, despite their high accuracy, face limitations in extrapolation capabilities when applied globally due to uneven data distribution. This study integrates Domain-Adversarial Neural Networks (DANN)
Externí odkaz:
http://arxiv.org/abs/2406.00805
Autor:
Shi, Haiyang
The increasing frequency of global climate extremes has significantly impacted the terrestrial carbon cycle. Extreme weather events such as heatwaves, droughts, and extreme precipitation pose serious threats to ecosystem carbon sequestration. This st
Externí odkaz:
http://arxiv.org/abs/2405.16207
Autor:
Shi, Haiyang
Due to the heterogeneity of the global distribution of ecological and hydrological ground-truth observations, machine learning models can have limited adaptability when applied to unknown locations, which is referred to as weak extrapolability. Domai
Externí odkaz:
http://arxiv.org/abs/2403.11331
Autor:
Shi, Haiyang
Accurate estimation of global terrestrial evapotranspiration (ET) is essential to understanding changes in the water cycle, which are expected to intensify in the context of climate change. Current global ET products are derived from physics-based, y
Externí odkaz:
http://arxiv.org/abs/2309.06822
Autor:
Shi, Haiyang
Reducing soil salinization of croplands with optimized irrigation and water management is essential to achieve land degradation neutralization. The effectiveness and sustainability of various irrigation and water management measures to reduce basin-s
Externí odkaz:
http://arxiv.org/abs/2204.02029
Publikováno v:
In Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 5 October 2024 318
Autor:
Shi, Haiyang, Zhang, Yu, Luo, Geping, Hellwich, Olaf, Zhang, Wenqiang, Xie, Mingjuan, Gao, Ruixiang, Kurban, Alishir, De Maeyer, Philippe, Van de Voorde, Tim
Publikováno v:
In Journal of Hydrology September 2024 641
Publikováno v:
In Information Sciences August 2024 677