Research graph
References from Flood risk and community resilience mapping at the Mouza level: Insights from the 2024 Malda Flood, India. Local targets link to admitted publications; unresolved targets remain external evidence.
Explainable artificial intelligence (XAI) for interpreting the contributing factors feed into the wildfire susceptibility prediction model
2023 · External reference
A digitized global flood inventory (1998-2008): Compilation and preliminary results
10.1007/s11069-010-9537-2 · 2010 · External reference
Flood inundation mapping and monitoring using SAR data and its impact on Ramganga River in Ganga basin
10.1007/s10661-019-7903-4 · 2019 · External reference
Building resilient urban drainage systems by integrated flood risk index for evidence-based planning
2025 · External reference
Comprehensive flood vulnerability analysis in urban communities: Iowa case study
2022 · External reference
Uncertainty Reduction in Flood Susceptibility Mapping Using Random Forest and eXtreme Gradient Boosting Algorithms in Two Tropical Desert Cities, Shibam and Marib, Yemen
10.3390/rs16020336 · 2024 · External reference
Analysis of long-term and short-term bankline stability prediction considering seasonal variations: A study in lower Ganga Basin, India
10.1016/j.asr.2024.08.002 · 2024 · External reference
Flash flood susceptibility modelling using functional tree and hybrid ensemble techniques
2020 · External reference
Spatial modelling of gully erosion in the Ardib River Watershed using three statistical-based techniques
2020 · External reference
Optimization of state-of-the-art fuzzy-metaheuristic ANFIS-based machine learning models for flood susceptibility prediction mapping in the Middle Ganga Plain, India
10.1016/j.scitotenv.2020.141565 · 2021 · External reference
Understanding Flood Risk Management in Asia: Concepts and Challenges
2017 · External reference
Near real-time flood inundation and hazard mapping of Baitarani River Basin using Google Earth Engine and SAR imagery
10.1007/s10661-023-11876-5 · 2023 · External reference
Flood Susceptibility Assessment and its Management in Malda District of West Bengal through Geospatial Technique
10.60151/envec/twil8331 · 2023 · External reference
Assessing the spatiotemporal impact of users’ exposure and vulnerability to flood risk in urban built environments
2024 · External reference
Random Forest
10.1023/a:1010933404324 · 2001 · External reference
Verification of novel integrations of swarm intelligence algorithms into deep learning neural network for flood susceptibility mapping
10.1016/j.jhydrol.2019.124379 · 2020 · External reference
Flood Monitoring Based on the Study of Sentinel-1 SAR Images: The Ebro River Case Study
10.3390/w11122454 · 2019 · External reference
Unresolved reference
2011 · External reference
Unresolved reference
2021 · External reference
Realized resilience after community flood events: A global empirical study
2025 · External reference
Towards better flood risk management: Assessing flood risk and investigating the potential mechanism based on machine learning models
2021 · External reference
SHAP-powered insights into spatiotemporal effects: Unlocking explainable Bayesian-neural-network urban flood forecasting
2024 · External reference
ESTIMATING FLOODWATER DEPTHS FROM FLOOD INUNDATION MAPS AND
2018 · External reference
The Floodwater Depth Estimation Tool (FwDET v2.0) for improved remote sensing analysis of coastal flooding
10.5194/nhess-19-2053-2019 · 2019 · External reference
Sensitivity of Remote Sensing Floodwater Depth Calculation to Boundary Filtering and Digital Elevation Model Selections
10.3390/rs14215313 · 2022 · External reference
Disaster Management Plan 2019-2020 Malda District
2020 · External reference
Integrated machine learning methods with resampling algorithms for flood susceptibility prediction
10.1016/j.scitotenv.2019.135983 · 2020 · External reference
Climate change, flooding and food security in south Asia
10.1007/s12571-009-0015-1 · 2009 · External reference
District-Level Climate Risk Assessment Report for India: Mapping Flood and Drought Risks Using IPCC Framework
2024 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2019 · External reference
The clean water problem – example of arsenic contamination in the Gangetic Plain of India
2016 · External reference
Application of analytical hierarchy process ( AHP) for flood risk assessment: a case study in Malda district of West
10.1007/s11069-018-3392-y · 2018 · External reference
Integration of RS-GIS with Frequency Ratio, Fuzzy Logic, Logistic Regression and Decision Tree Models for Flood Susceptibility Prediction in Lower Gangetic Plain: A Study on Malda District of West Bengal, India
10.1007/s12524-022-01560-5 · 2022 · External reference
Flood hazard mapping using GIS-based statistical model in vulnerable riparian regions of sub-tropical environment
10.1080/10106049.2023.2285355 · 2023 · External reference
Assessment of the 2022 Floods in Lower Indus Basin Using Suite of Satellite Sensors and Hydrological Modelling
2025 · External reference
Flood Exposure and Social Vulnerability Analysis in Rural Areas of Developing Countries: An Empirical Study of Charsadda District, Pakistan
2022 · External reference
A multi-factor flood resilience index for guiding disaster mitigation in densely populated region
2025 · External reference
Development of a new integrated flood resilience model using machine learning with GIS-based multi-criteria decision analysis
2023 · External reference
Evaluating Earth observation products for Catchment-Scale operational flood monitoring and risk management in a sparsely gauged to ungauged river basin in Nigeria
2025 · External reference
Unresolved reference
External reference
Summary for Policymakers: Synthesis Report. Climate Change 2023: Synthesis Report
2023 · External reference
Annual flood report 2023
2023 · External reference
A Brief review of flood forecasting techniques and their applications
10.1080/15715124.2017.1411920 · 2018 · External reference
Residual wave vision U-Net for flood mapping using dual polarization Sentinel-1 SAR imagery
2024 · External reference
Green infrastructure site prioritization to improve urban flood resilience in Monterrey and Brussels using a decision support model
10.1038/s41598-025-94851-z · 2025 · External reference
Future flood susceptibility mapping under climate and land use change
2025 · External reference
A comparative assessment of decision trees algorithms for flash flood susceptibility modeling at Haraz watershed, northern Iran
10.1016/j.scitotenv.2018.01.266 · 2018 · External reference
Flood Risk = Hazard • Values • Vulnerability
10.1080/02508060508691837 · 2005 · External reference
Assessing the district-level flood vulnerability in Bihar, eastern India: an integrated socioeconomic and environmental approach
10.1007/s10661-024-12952-0 · 2024 · External reference
Google Earth Engine for concurrent flood monitoring in the lower basin of Indo-Gangetic-Brahmaputra plains
10.1007/s11069-020-04233-z · 2020 · External reference
ERS SAR Calibration: Derivation of the backscattering coefficient in ESA ERS SAR PRI Products
2003 · External reference
Unresolved reference
2017 · External reference
Unresolved reference
2018 · External reference
Flood disaster resilience evaluation of Chinese regions: integrating the hesitant fuzzy linguistic term sets with prospect theory
10.1007/s11069-020-04330-z · 2021 · External reference
Application of geospatial tools in the assessment of Flood hazard impact on social vulnerability of Malda district, West Bengal, India
10.1016/j.nhres.2023.11.008 · 2024 · External reference
Unresolved reference
2025 · External reference
10.1007/978-1-4020-2792-5_3
10.1007/978-1-4020-2792-5_3 · External reference
Automatic flood detection using sentinel-1 images on the google earth engine
10.1007/s10661-021-09037-7 · 2021 · External reference
iml: An R package for Interpretable Machine Learning
10.21105/joss.00786 · 2018 · External reference
On the need of ensemble flood forecast in India
2021 · External reference
A Threshold Selection Method from Gray-Level Histograms
10.1109/tsmc.1979.4310076 · 1979 · External reference
Understanding Flood Vulnerability in Local Communities of Kogi State, Nigeria, Using an Index-Based Approach
2022 · External reference
Estimating floodwater depth using SAR-derived flood inundation maps and geomorphic model in kosi river basin (India)
10.1080/10106049.2021.1899298 · 2022 · External reference
Assessment of Urban Resilience to Floods: A Spatial Planning Framework for Cities
10.3390/su16209117 · 2024 · External reference
Google Earth Engine Implementation of the Floodwater Depth Estimation Tool ( FwDET-GEE) for Rapid and Large Scale Flood Analysis
10.1109/lgrs.2020.3031190 · 2022 · External reference
Landslide Susceptibility Mapping: an Assessment of the Use of an Advanced Neural Network Model with Five Different Training Strategies
2011 · External reference
Spatial flood susceptibility mapping using an explainable artificial intelligence (XAI) model
10.1016/j.gsf.2023.101625 · 2023 · External reference
A comprehensive approach for assessing social flood vulnerability and social flood risk: The case of Denmark
2024 · External reference
Integration of multi-temporal SAR data and robust machine learning models for improvement of flood susceptibility assessment in the southwest coast of India
2024 · External reference
PMT: New analytical framework for automated evaluation of geo-environmental modelling approaches
10.1016/j.scitotenv.2019.02.017 · 2019 · External reference
Flood susceptibility mapping using novel ensembles of adaptive neuro fuzzy inference system and metaheuristic algorithms
10.1016/j.scitotenv.2017.09.262 · 2018 · External reference
A new approach based on biology-inspired metaheuristic algorithms in combination with random forest to enhance the flood susceptibility mapping
2023 · External reference
A Framework to Evaluate Urban Flood Resilience of Design Alternatives for Flood Defence Considering Future Adverse Scenarios
10.3390/w11071485 · 2019 · External reference
Quantifying time-dependent flood resilience index in a densely populated urban environment in Manado, Indonesia
2025 · External reference
Changing river courses in the western part of the Ganga–Brahmaputra delta
10.1016/j.geomorph.2014.05.013 · 2014 · External reference
Unresolved reference
2018 · External reference
How far spatial resolution affects the ensemble machine learning based flood susceptibility prediction in data sparse region
2021 · External reference
A novel machine learning-based approach for the risk assessment of nitrate groundwater contamination
10.1016/j.scitotenv.2018.07.054 · 2018 · External reference
Spatialized flood resilience measurement in rapidly urbanized coastal areas with a complex semi-arid environment in northern Morocco
10.5194/nhess-21-1101-2021 · 2021 · External reference
Unresolved reference
1969 · External reference
Assessing social-ecological vulnerability and risk to coastal flooding: A case study for Prince Edward Island, Canada
10.1007/978-981-97-4174-8 · 2024 · External reference
17. A Value for n-Person Games
1953 · External reference
Increased socio-vulnerability to floods around flood protection structures: case study of Ganga and Brahmaputra basins (India)
10.1080/02626667.2024.2413014 · 2024 · External reference
Profiles of social vulnerability for flood risk reduction
2025 · External reference
Flood susceptibility mapping using a novel ensemble weights-of-evidence and support vector machine models in GIS
10.1016/j.jhydrol.2014.03.008 · 2014 · External reference
Floods in Malda islet
2024 · External reference
The relentless flood
2024 · External reference
Flood inundation mapping- Kerala 2018; Harnessing the power of SAR, automatic threshold detection method and Google Earth Engine
10.1371/journal.pone.0237324 · 2020 · External reference
Flood susceptibility modelling using advanced ensemble machine learning models
10.1016/j.gsf.2020.09.006 · 2021 · External reference
Flood Inundation Mapping and Impact Assessment Using Multi-Temporal Optical and SAR Satellite Data: a Case Study of 2017 Flood in Darbhanga District, Bihar, India
10.1007/s11269-020-02534-3 · 2020 · External reference
Operational flood mapping using multi-temporal Sentinel-1 SAR images: A case study from Bangladesh
10.3390/rs11131581 · 2019 · External reference
Reducing Disaster Risk: a Challenge for Development-a Global Report
2004 · External reference
Unresolved reference
External reference
Unresolved reference
External reference
The Human Cost of Disasters: an Overview of the Last 20 Years 2000-2019
2020 · External reference
Index-based mapping and assessment of flood vulnerability for climate adaptation at the neighborhood level: A case study of Santo Domingo, the Dominican Republic
2025 · External reference
Flood risk assessment for Indian sub-continental river basins
10.5194/hess-28-1107-2024 · 2024 · External reference
Automatic extraction of flood inundation areas from SAR images: a case study of Jilin, China during the 2017 flood disaster
10.1080/01431161.2019.1577999 · 2019 · External reference
A review of the flood management: from flood control to flood resilience
10.1016/j.heliyon.2022.e11763 · 2022 · External reference
An XGBoost-SHAP approach to quantifying morphological impact on urban flooding susceptibility
2023 · External reference
Assessing catchment scale flood resilience of urban areas using a grid cell based metric
10.1016/j.watres.2019.114852 · 2019 · External reference
A novel framework for urban flood risk assessment: Multiple perspectives and causal analysis
2024 · External reference
Flood susceptibility mapping in Dingnan County (China) using adaptive neuro-fuzzy inference system with biogeography based optimization and imperialistic competitive algorithm
10.1016/j.jenvman.2019.06.102 · 2019 · External reference
Flood hazard risk assessment model based on random forest
10.1016/j.jhydrol.2015.06.008 · 2015 · External reference
Unresolved reference
2020 · External reference
A novel framework for evidence-based assessment of flood resilience integrating multi-source evidence: A case study of the Yangtze River Economic Belt, China
2024 · External reference
A new framework to assess and optimize urban flood resilience with green-grey-blue system
2025 · External reference
Triple coupling random forest approach for bias correction of ensemble precipitation data derived from Earth system models for Divandareh-Bijar Basin (Western Iran)
10.1002/joc.8458 · 2024 · External reference
An interpretable model for the susceptibility of rainfall-induced shallow landslides based on SHAP and XGBoost
10.1080/10106049.2022.2076928 · 2022 · External reference
A new algorithm for SAR image despeckling using an enhanced Lee filter and median filter
10.1109/cisp.2013.6743991 · 2013 · External reference
