Know to predict, forecast to warn: a review of flood risk prediction tools
Flood prediction has advanced significantly in terms of technique and capacity to achieve
policymakers' objectives of accurate forecast and identification of flood-prone and impacted …
policymakers' objectives of accurate forecast and identification of flood-prone and impacted …
Flood risk influenced by the compound effect of storm surge and rainfall under climate change for low-lying coastal areas
Under climate change, compound flooding has resulted in severe disasters in coastal areas
around the world. In this study, an integrated framework is proposed to determine the range …
around the world. In this study, an integrated framework is proposed to determine the range …
Water level prediction model applying a long short-term memory (lstm)–gated recurrent unit (gru) method for flood prediction
M Cho, C Kim, K Jung, H Jung - Water, 2022 - mdpi.com
The damage caused by floods is increasing worldwide, and if floods can be predicted, the
economic and human losses from floods can be reduced. A key parameter of flooding is …
economic and human losses from floods can be reduced. A key parameter of flooding is …
Coupling machine learning and weather forecast to predict farmland flood disaster: A case study in Yangtze River basin
Z Jiang, S Yang, Z Liu, Y Xu, Y Xiong, S Qi… - … Modelling & Software, 2022 - Elsevier
Accurate water level prediction is the premise of farmland waterlogging prediction. A simple
water level prediction model (FDPRE) based on four machine learning (ML) algorithms and …
water level prediction model (FDPRE) based on four machine learning (ML) algorithms and …
Spatiotemporal deep learning rainfall-runoff forecasting combined with remote sensing precipitation products in large scale basins
S Zhu, J Wei, H Zhang, Y Xu, H Qin - Journal of Hydrology, 2023 - Elsevier
Rainfall-runoff modeling is a complex nonlinear spatiotemporal prediction problem.
However, few studies have considered the spatial characteristics of rainfall-runoff …
However, few studies have considered the spatial characteristics of rainfall-runoff …
[HTML][HTML] Streamflow prediction with large climate indices using several hybrid multilayer perceptrons and copula Bayesian model averaging
Streamflow prediction help the modelers to manage water resources in watersheds. It gives
essential information for flood control and reservoir operation. This study uses the copula …
essential information for flood control and reservoir operation. This study uses the copula …
[HTML][HTML] Impact of climate change and human activities on the baseflow in a typical karst basin, Southwest China
C Mo, Y Ruan, X Xiao, H Lan, J Jin - Ecological Indicators, 2021 - Elsevier
Baseflow is an important component of river runoff and an important ecological indicator of
environmental health. A quantitative analysis of the impact of climate change and human …
environmental health. A quantitative analysis of the impact of climate change and human …
A Decomposition-based Multi-model and Multi-parameter ensemble forecast framework for monthly streamflow forecasting
J Wang, X Wang, ST Khu - Journal of Hydrology, 2023 - Elsevier
Hydrological ensemble forecasting plays a critical role in decision-making and water
resource management. The skill of an ensemble forecasting system is limited by input data …
resource management. The skill of an ensemble forecasting system is limited by input data …
[PDF][PDF] Sub-watershed prioritization using morphometric analysis, principal component analysis, hypsometric analysis, land use/land cover analysis, and machine …
Water resource management is critical in the face of climate change to reduce water scarcity
and meet the demands of an expanding population. Prioritization of watersheds has gained …
and meet the demands of an expanding population. Prioritization of watersheds has gained …
Short term real-time rolling forecast of urban river water levels based on LSTM: A case study in Fuzhou City, China
Y Liu, H Wang, W Feng, H Huang - International Journal of Environmental …, 2021 - mdpi.com
Water level management is an important part of urban water system management. In flood
season, the river should be controlled to ensure the ecological and landscape water level. In …
season, the river should be controlled to ensure the ecological and landscape water level. In …