Journal ArticleDOI
Flood inundation modelling
TLDR
A review of state-of-the-art empirical, hydrodynamic and simple conceptual models for determining flood inundation is presented in this paper, where guidance is provided for selecting the most suitable method/model for solving practical flood related problems, taking into account the specific outputs required for the modelling purpose, the data available and computational demands.Abstract:
This paper reviews state-of-the-art empirical, hydrodynamic and simple conceptual models for determining flood inundation. It explores their advantages and limitations, highlights the most recent advances and discusses future directions. It addresses how uncertainty is analysed in this field with the various approaches and identifies opportunities for handling it better. The aim is to inform scientists new to the field, and help emergency response agencies, water resources managers, insurance companies and other decision makers keep up-to-date with the latest developments. Guidance is provided for selecting the most suitable method/model for solving practical flood related problems, taking into account the specific outputs required for the modelling purpose, the data available and computational demands. Multi-model, multi-discipline approaches are recommended in order to further advance this research field. This paper reviews state-of-the-art flood inundation models.It explores their advantages and limitations.It highlights the most recent advances and discusses future directions.It addresses how uncertainty is analysed and identifies opportunities for handling it better.read more
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Journal ArticleDOI
Flood prediction using machine learning models: Literature review
TL;DR: In this paper, the state-of-the-art machine learning models for both long-term and short-term floods are evaluated and compared using a qualitative analysis of robustness, accuracy, effectiveness and speed.
Journal ArticleDOI
Linking the Remote Sensing of Geodiversity and Traits Relevant to Biodiversity—Part II: Geomorphology, Terrain and Surfaces
Angela Lausch,Angela Lausch,Michael E. Schaepman,Andrew K. Skidmore,Sina C Truckenbrodt,Jorg M. Hacker,Jussi Baade,Lutz Bannehr,Erik Borg,Jan Bumberger,Peter Dietrich,Cornelia Gläßer,Dagmar Haase,Dagmar Haase,Marco Heurich,Marco Heurich,Thomas Jagdhuber,Sven Jany,Rudolf Krönert,Markus Möller,Hannes Mollenhauer,Carsten Montzka,Marion Pause,Christian Rogass,Nesrin Salepci,Christiane Schmullius,Franziska Schrodt,Claudia Schütze,Christian Schweitzer,Peter Selsam,Daniel Spengler,Michael Vohland,Martin Volk,Ute Weber,Thilo Wellmann,Thilo Wellmann,Ulrike Werban,Steffen Zacharias,Christian Thiel +38 more
TL;DR: The requirements for future geomorphology monitoring are focused on the implementation and linking of in-situ, close-range, air- and spaceborne RS technologies, geomorphic traits, and data science approaches as crucial components for a better understanding of the geomorphic impacts on complex ecosystems.
Journal ArticleDOI
Flood Prediction Using Machine Learning Models: Literature Review
TL;DR: In this paper, the state of the art of ML models in flood prediction and to give insight into the most suitable models are presented. And the major trends in improving the quality of the flood prediction models are investigated.
Journal ArticleDOI
Introductory overview: Optimization using evolutionary algorithms and other metaheuristics
Holger R. Maier,Saman Razavi,Zoran Kapelan,Zoran Kapelan,L. S. Matott,Joseph R. Kasprzyk,Bryan A. Tolson +6 more
TL;DR: This Introductory Overview presents reasons for embedding formal optimization approaches in environmental decision-making processes, details how environmental problems are formulated as optimization problems and outlines how single- and multi-objective optimization approaches find good solutions to environmental problems.
Journal ArticleDOI
A new strategy for integrated urban water management in China: Sponge city
TL;DR: Wang et al. as discussed by the authors reviewed prior studies and policies on urban water management in China as important background for the sponge city proposal and summarized the connotations, goals, and features of sponge city.
References
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