[PDF][PDF] 贝叶斯概率水文预报研究进展与展望
刘章君, 郭生练, 许新发, 成静清, 钟逸轩, 巴欢欢 - 水利学报, 2019 - jhe.ches.org.cn
水文预报不可避免地存在着输入, 水文模型参数和结构等不确定性, 导致预报结果也具有不确定
性. 因此, 定量估计水文预报的不确定性, 实现概率水文预报, 不仅可得到比确定性预报更高的 …
性. 因此, 定量估计水文预报的不确定性, 实现概率水文预报, 不仅可得到比确定性预报更高的 …
[HTML][HTML] Multiple hydrological models comparison and an improved Bayesian model averaging approach for ensemble prediction over semi-humid regions
W Huo, Z Li, J Wang, C Yao, K Zhang… - … research and risk …, 2019 - Springer
In semi-humid regions, accurate prediction of flood processes is challenging. The goal of
this study is to gain more insights into the runoff generation mechanism in semi-humid …
this study is to gain more insights into the runoff generation mechanism in semi-humid …
Hydrologic multi-model ensemble predictions using variational Bayesian deep learning
D Li, L Marshall, Z Liang, A Sharma - Journal of Hydrology, 2022 - Elsevier
Multi-model ensembles enable assessment of model structural uncertainty across multiple
disciplines. Bayesian Model Averaging (BMA) is one of the most popular ensemble …
disciplines. Bayesian Model Averaging (BMA) is one of the most popular ensemble …
Application of a fractional instantaneous unit hydrograph in the topmodel: A case study in chengcun basin, China
X Xiang, T Ao, X Li - Applied Sciences, 2023 - mdpi.com
The movement of water flow usually has history and path dependence. Fractional calculus is
very suitable for describing the process with memory and hereditary properties. In this study …
very suitable for describing the process with memory and hereditary properties. In this study …
Impact of climate change on runoff and uncertainty analysis
J Chang, H Zhang, Y Wang, L Zhang - Natural Hazards, 2017 - Springer
It is necessary to analyze the future runoff changes using a more realistic climate
classification scheme. This paper investigates the climate changes and runoff variation by …
classification scheme. This paper investigates the climate changes and runoff variation by …
Prioritization of potentially contaminated sites: A comparison between the application of a solute transport model and a risk-screening method in China
Numerous potential contaminated sites in China pose a substantial risk to human health and
the local ecology. Thus, there is an urgent need to prioritize and further investigate potential …
the local ecology. Thus, there is an urgent need to prioritize and further investigate potential …
Toward improved probabilistic predictions for flood forecasts generated using deterministic models
Uncertainties in flood forecasts are inevitable, and the key issue is to develop probabilistic
predictions so that the predictive uncertainty (PU) bounds can be estimated. We develop …
predictions so that the predictive uncertainty (PU) bounds can be estimated. We develop …
Multi-objective calibration of MIKE SHE with SMAP soil moisture datasets
Root zone soil moisture plays an important role in water storage in hydrological processes.
The recently launched Soil Moisture Active Passive (SMAP) mission has produced a high …
The recently launched Soil Moisture Active Passive (SMAP) mission has produced a high …
[HTML][HTML] Toward a combined Bayesian frameworks to quantify parameter uncertainty in a large mountainous catchment with high spatial variability
Y Hassanzadeh, AA Afshar, M Pourreza-Bilondi… - Environmental …, 2019 - Springer
Although hydrological models play an essential role in managing water resources,
quantifying different sources of uncertainties is a challenging task. In this study, the …
quantifying different sources of uncertainties is a challenging task. In this study, the …
On the operational flood forecasting practices using low-quality data input of a distributed hydrological model
B Li, Z Liang, Q Chang, W Zhou, H Wang, J Wang… - Sustainability, 2020 - mdpi.com
Low-quality input data (such as sparse rainfall gauges, low spatial resolution soil type and
land use maps) have limited the application of physically-based distributed hydrological …
land use maps) have limited the application of physically-based distributed hydrological …