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Global flood research across four decades: An analysis of 57,474 research articles based on a large language model

https://doi.org/10.2139/ssrn.6345671
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Outgoing claims: the papers this work cites, builds on, or argues with.

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Channel and floodplain response to recent abrupt climate change: The tyne basin, Northern England
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Glacier changes and their impacts on the melt runoff in high and moderate elevation ranges of Himalayan Upper Ganges Basin
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Historical influence of man on the riparian dynamics of a fluvial landscape
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Advanced bibliometric methods as quantitative core of peer review based evaluation and foresight exercises
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Flood resilience: a review of evolving definitions
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Floodplains along the Danube River evaluated with the Floodplain Evaluation Matrix (FEM) determining their importance for flood protection, ecology, and socio-economics
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An integrated approach for urban flood risk prediction using AHP-TOPSIS model: a case study of Jaipur region
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Four challenges when conducting bibliometric reviews and how to deal with them
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Redefining “Minimal Ventilator Settings”
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Bibliometric analysis: A few suggestions
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A closed urban scenic river system using stormwater treated with LID-BMP technology in a revitalized historical district in China
inferredcites →https://doi.org/10.1016/j.enggeo.2009.12.006openalex-snapshot
Urban flood hazard zoning in Tucumán Province, Argentina, using GIS and multicriteria decision analysis
inferredcites →https://doi.org/10.1016/j.envres.2015.02.028openalex-snapshot
Urban flood risk warning under rapid urbanization
inferredcites →https://doi.org/10.1016/j.envsci.2021.07.024openalex-snapshot
Stakeholder analysis: Mapping the river networks for integrated flood risk management
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Exposure of global mountain systems to climate warming during the 21st Century
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Modeling benefits and tradeoffs of green infrastructure: Evaluating and extending parsimonious models for neighborhood stormwater planning
inferredcites →https://doi.org/10.1016/j.jhydrol.2009.08.007openalex-snapshot
Impacts of land use change and climate variability on hydrology in an agricultural catchment on the Loess Plateau of China
inferredcites →https://doi.org/10.1016/j.jhydrol.2018.02.001openalex-snapshot
Towards an integrated flood management approach to address trade-offs between ecosystem services: Insights from the Dutch and German Rhine, Hungarian Tisza, and Chinese Yangtze basins
inferredcites →https://doi.org/10.1016/j.jhydrol.2018.08.009openalex-snapshot
Accounting for model structure, parameter and input forcing uncertainty in flood inundation modeling using Bayesian model averaging
inferredcites →https://doi.org/10.1016/j.jhydrol.2020.125023openalex-snapshot
Urban water security of China’s municipalities: Comparison, features and challenges
inferredcites →https://doi.org/10.1016/j.jhydrol.2021.126266openalex-snapshot
Ensemble machine learning paradigms in hydrology: A review
inferredcites →https://doi.org/10.1016/j.jhydrol.2022.128551openalex-snapshot
Hydrology research articles are becoming more topically diverse
inferredcites →https://doi.org/10.1016/j.jhydrol.2023.130428openalex-snapshot
Joint impacts of dams and floodplain on the rainfall-induced extreme flood in the Changjiang (Yangtze) River
inferredcites →https://doi.org/10.1016/j.jhydrol.2024.130635openalex-snapshot
Alternate pathway for regional flood frequency analysis in data-sparse region
inferredcites →https://doi.org/10.1016/j.jhydrol.2024.130907openalex-snapshot
Application of machine learning and emerging remote sensing techniques in hydrology: A state-of-the-art review and current research trends
inferredcites →https://doi.org/10.1016/j.pdisas.2023.100299openalex-snapshot
Urban Flood Resilience: A comprehensive review of assessment methods, tools, and techniques to manage disaster
inferredcites →https://doi.org/10.1016/j.scitotenv.2023.168814openalex-snapshot
Physics-informed neural networks as surrogate models of hydrodynamic simulators
inferredcites →https://doi.org/10.1016/s0169-555x(01)00188-xopenalex-snapshot
Channel response to increased and decreased bedload supply from land use change: contrasts between two catchments
inferredcites →https://doi.org/10.1016/s0169-555x(03)00159-4openalex-snapshot
Human modifications to the sediment regime of the Lower Mississippi River flood plain
inferredcites →https://doi.org/10.1029/2019wr026092openalex-snapshot
Estimation of Direct and Indirect Economic Losses Caused by a Flood With Long‐Lasting Inundation: Application to the 2011 Thailand Flood
inferredcites →https://doi.org/10.1029/2019wr026807openalex-snapshot
Scaling Point‐Scale (Pedo)transfer Functions to Seamless Large‐Domain Parameter Estimates for High‐Resolution Distributed Hydrologic Modeling: An Example for the Rhine River
inferredcites →https://doi.org/10.1029/2024wr038077openalex-snapshot
Hydrological Research Evolution: A Large Language Model‐Based Analysis of 310,000 Studies Published Globally Between 1980 and 2023
inferredcites →https://doi.org/10.1038/nature25753openalex-snapshot
Meta-analysis and the science of research synthesis
inferredcites →https://doi.org/10.1038/s41598-024-59145-wopenalex-snapshot
A data-driven global flood forecasting system for medium to large rivers
inferredcites →https://doi.org/10.1061/(asce)he.1943-5584.0001892openalex-snapshot
Operational Comparison of Rainfall-Runoff Models through Hypothesis Testing
inferredcites →https://doi.org/10.1080/1573062x.2011.595802openalex-snapshot
Quantification of stormwater runoff using a combined GIS and curve number approach: a case study for an urban watershed in the Ozark Highlands, USA
inferredcites →https://doi.org/10.1093/jamia/ocaf063openalex-snapshot
The emergence of large language models as tools in literature reviews: a large language model-assisted systematic review
inferredcites →https://doi.org/10.1098/rsta.2019.0204openalex-snapshot
Integrating blue-green and grey infrastructure through an adaptation pathways approach to surface water flooding
inferredcites →https://doi.org/10.1109/picmet.2016.7806730openalex-snapshot
New bibliometric analysis of research institutions network
inferredcites →https://doi.org/10.1111/j.1742-7843.2005.pto_139.xopenalex-snapshot
Bibliometric Methods: Pitfalls and Possibilities
inferredcites →https://doi.org/10.1111/jfr3.12505openalex-snapshot
Multihazard simulation for coastal flood mapping: Bathtub versus numerical modelling in an open estuary, Eastern Canada
inferredcites →https://doi.org/10.1111/jfr3.12647openalex-snapshot
Enhanced flood mapping using synthetic aperture radar (SAR) images, hydraulic modelling, and social media: A case study of Hurricane Harvey (Houston, TX)
inferredcites →https://doi.org/10.18653/v1/2025.emnlp-main.83openalex-snapshot
Large Language Models for Automated Literature Review: An Evaluation of Reference Generation, Abstract Writing, and Review Composition
inferredcites →https://doi.org/10.1890/1051-0761(1997)007[0236:rharwa]2.0.co;2openalex-snapshot
RIVER HYDROLOGY AND RIPARIAN WETLANDS: A PREDICTIVE MODEL FOR ECOLOGICAL ASSEMBLY
inferredcites →https://doi.org/10.2307/2389392openalex-snapshot
Root System Response to Flooding in Three Desert Shrub Species
inferredcites →https://doi.org/10.3390/electronics14153153openalex-snapshot
Large Language Models for Structured and Semi-Structured Data, Recommender Systems and Knowledge Base Engineering: A Survey of Recent Techniques and Architectures
inferredcites →https://doi.org/10.3390/w16131763openalex-snapshot
Evolution of Flood Prediction and Forecasting Models for Flood Early Warning Systems: A Scoping Review
inferredcites →https://doi.org/10.5194/esd-8-1071-2017openalex-snapshot
Classification of mechanisms, climatic context, areal scaling, and synchronization of floods: the hydroclimatology of floods in the Upper Paraná River basin, Brazil
inferredcites →https://doi.org/10.5194/hess-23-4955-2019openalex-snapshot
Assessing water security in the São Paulo metropolitan region under projected climate change
inferredcites →https://doi.org/10.5194/nhess-22-3815-2022openalex-snapshot
Multi-scenario urban flood risk assessment by integrating future land use change models and hydrodynamic models
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