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Deep transfer learning based on transformer for flood forecasting in data-sparse basins
There exists a substantial disparity in the distribution of streamflow gauge and basin
characteristic information, with a majority of flood observations being recorded from a limited …
characteristic information, with a majority of flood observations being recorded from a limited …
DTTR: Encoding and decoding monthly runoff prediction model based on deep temporal attention convolution and multimodal fusion
W Wang, W Tian, X Hu, Y Hong, F Chai, D Xu - Journal of Hydrology, 2024 - Elsevier
Accurate runoff forecasting facilitates effective water resource management, and ensures the
sustainable allocation of water for agricultural, industrial, and domestic use. Accurate runoff …
sustainable allocation of water for agricultural, industrial, and domestic use. Accurate runoff …
Research on runoff process vectorization and integration of deep learning algorithms for flood forecasting
C Liu, W Li, C Hu, T ** in the
Yellow River Basin and other places over the world that are prone to severe soil erosion …
Yellow River Basin and other places over the world that are prone to severe soil erosion …
Hydrological modelling with an improved flexible hybrid runoff generation strategy
B Yi, L Chen, Y Liu, H Guo, Z Leng, X Gan, T **e… - Journal of …, 2023 - Elsevier
The saturation-excess mechanism, infiltration-excess mechanism and subsurface stormflow
mechanism are the fundamental of the hybrid runoff generation models. Existing hybrid …
mechanism are the fundamental of the hybrid runoff generation models. Existing hybrid …
[HTML][HTML] Construction of a semi-distributed hydrological model considering the combination of saturation-excess and infiltration-excess runoff space under complex …
Y Xu, Q Yu, C Liu, W Li, L Quan, C Niu, C Zhao… - Journal of Hydrology …, 2024 - Elsevier
Study region Typical basin in humid areas in the Huaihe River Study focus Accurate flood
forecasting is essential for making timely decisions regarding flood control and disaster …
forecasting is essential for making timely decisions regarding flood control and disaster …
Study on flood forecasting model of watershed-urban complex system considering the spatial distribution of runoff generation pattern
C Liu, Y Sun, C Hu, C Zhao, Y XU, W LI - Advances in Water Science, 2023 - skxjz.nhri.cn
Current study incorporates both the watershed and urban areas into a unified spatial context
in order to address the problem of coordinated flood forecasting in watershed-urban …
in order to address the problem of coordinated flood forecasting in watershed-urban …
Hybrid wavelet-gene expression programming and wavelet-support vector machine models for rainfall-runoff modeling
It is critical to use research methods to collect and regulate surface water to provide water
while avoiding damage. Following accurate runoff prediction, principled planning for optimal …
while avoiding damage. Following accurate runoff prediction, principled planning for optimal …