Research graph
References from Bridging modelled and lived flood risk: A participatory GIS approach to community-based flood vulnerability mapping in North Bengal, India. Local targets link to admitted publications; unresolved targets remain external evidence.
An overview of flood mitigation strategy and research support in South Asia: Implications for sustainable flood risk management
10.1080/13504509.2015.1111954 · 2016 · External reference
Towards adoption of mobile data collection for effective adaptation and climate risk management in Africa
10.1002/gdj3.156 · 2023 · External reference
Vulnerability
10.1016/j.gloenvcha.2006.02.006 · 2006 · External reference
Integrating human behaviour dynamics into flood disaster risk assessment
10.1038/s41558-018-0085-1 · 2018 · External reference
Community-based disaster preparedness and climate adaptation: local capacity-building in the Philippines
10.1111/j.1467-9523.2006.00308.x · 2006 · External reference
Local Indicators of Spatial Association—LISA
10.1111/j.1538-4632.1995.tb00338.x · 1995 · External reference
Metadata and provenance for spatial analysis: the case of spatial weights
10.1080/13658816.2014.917313 · 2014 · External reference
Citizen observations contributing to flood modelling: Opportunities and challenges
10.5194/hess-22-1473-2018 · 2018 · External reference
Himalayan water resources: ecological and political aspects of management
10.2307/3673735 · 1994 · External reference
Color use guidelines for mapping
1994 · External reference
Evaluation of methods for classifying epidemiological data on choropleth maps in series
10.1111/1467-8306.00310 · 2002 · External reference
Key issues and research priorities for public participation GIS (PPGIS): A synthesis based on empirical research
10.1016/j.apgeog.2013.11.004 · 2014 · External reference
A novel deep learning neural network approach for predicting flash flood susceptibility: A case study at a high frequency tropical storm area
2020 · External reference
Exploring local perspectives on flood risk: a participatory GIS approach for bridging the gap between modelled and perceived flood risk zones
10.1016/j.apgeog.2023.103176 · 2024 · External reference
Integrating knowledge and actions in disaster risk reduction: the contribution of participatory mapping
10.1111/j.1475-4762.2011.01065.x · 2012 · External reference
The origins and practice of participatory rural appraisal
10.1016/0305-750x(94)90141-4 · 1994 · External reference
Participatory mapping and geographic information systems: Whose map? Who is empowered and who disempowered? Who gains and who loses?
10.1002/j.1681-4835.2006.tb00163.x · 2006 · External reference
Integrating resident digital sketch maps with expert knowledge to assess spatial knowledge of flood risk: A case study of participatory mapping in Newport Beach, California
10.1016/j.apgeog.2016.07.006 · 2016 · External reference
Overview: Mapping for change-the emergence of a new practice
2006 · External reference
The vulnerability of science and the science of vulnerability
10.1111/1467-8306.93101 · 2003 · External reference
Prediction of flash flood hazard impact from Himalayan river profiles
10.1002/2015gl063784 · 2015 · External reference
Unresolved reference
2008 · External reference
Development and evaluation of a framework for global flood hazard mapping
10.1016/j.advwatres.2016.05.002 · 2016 · External reference
Linking urban floods to citizen science and low impact development in poorly gauged basins under climate changes for dynamic resilience evaluation
10.3390/w14091467 · 2022 · External reference
Validation of a social vulnerability index in context to river-floods in Germany
10.5194/nhess-9-393-2009 · 2009 · External reference
People’s capacities in facing hazards and disasters: an overview
10.1007/s11069-018-3519-1 · 2019 · External reference
Participatory three-dimensional mapping for disaster risk reduction
2009 · External reference
From knowledge to action: Bridging gaps in disaster risk reduction
10.1177/0309132512446717 · 2013 · External reference
The analysis of spatial association by use of distance statistics
10.1111/j.1538-4632.1992.tb00261.x · 1992 · External reference
Citizens as sensors: the world of volunteered geography
10.1007/s10708-007-9111-y · 2007 · External reference
Google Earth Engine: Planetary-scale geospatial analysis for everyone
10.1016/j.rse.2017.06.031 · 2017 · External reference
Human Mobility in the Sendai Framework for Disaster Risk Reduction
10.1007/s13753-016-0077-6 · 2016 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2011 · External reference
Characterizing recurrent flood hazards in the Himalayan foothill region through data-driven modelling
10.1016/j.asr.2023.02.028 · 2023 · External reference
Assessing the application and value of participatory mapping for community bushfire preparation
10.1016/j.apgeog.2016.09.019 · 2016 · External reference
Global flood risk under climate change
10.1038/nclimate1911 · 2013 · External reference
Unravelling flood risk in the Rel River watershed, Gujarat using coupled earth observations, multi criteria decision making and Google Earth Engine
10.1016/j.rineng.2024.102836 · 2024 · External reference
Integrating Earth Observations and Multi-Criteria Decision Making for Flood Risk Assessment
10.1007/s41101-025-00378-9 · 2025 · External reference
Flash flood risk assessment for drainage basins in the Himalayan foreland of Jalpaiguri and Darjeeling Districts, West Bengal
10.1007/s40808-020-00807-9 · 2020 · External reference
A multiregional impact assessment model for disaster analysis
10.1080/09535314.2016.1232701 · 2016 · External reference
Unresolved reference
External reference
Rapid-Mapping Maximum Water Depth Map of Urban Flood Using a Highly Adaptable Machine Learning Based Model
10.1111/jfr3.70095 · 2025 · External reference
Seeking good governance in participatory-GIS: a review of processes and governance dimensions in applying GIS to participatory spatial planning
10.1016/s0197-3975(03)00005-5 · 2003 · External reference
Geo-information tools for participatory spatial planning: Fulfilling the criteria for ‘good’governance?
10.1016/j.geoforum.2011.07.007 · 2012 · External reference
Assessing participatory GIS for community-based natural resource management: claiming community forests in Cameroon
10.1111/j.1475-4959.2005.00173.x · 2005 · External reference
Unresolved reference
2019 · External reference
Mapping of flood areas using landsat with google earth engine cloud platform
10.3390/atmos12070866 · 2021 · External reference
Framework for integrating indigenous and scientific knowledge for disaster risk reduction
10.1111/j.1467-7717.2009.01126.x · 2010 · External reference
Review article" Assessment of economic flood damage"
10.5194/nhess-10-1697-2010 · 2010 · External reference
Flood prediction using machine learning models: Literature review
2018 · External reference
Local spatial autocorrelation statistics: distributional issues and an application
10.1111/j.1538-4632.1995.tb00912.x · 1995 · External reference
Unresolved reference
External reference
Study of climate change impact on flood frequencies: A combined weather generator and hydrological modeling approach
10.1175/jhm-d-13-0126.1 · 2014 · External reference
A systematic review on case studies of remote-sensing-based flood crop loss assessment
10.3390/agriculture10040131 · 2020 · External reference
Practical ethics for PGIS practitioners, facilitators, technology intermediaries and researchers
2006 · External reference
PySAL: A Python library of spatial analytical methods
2009 · External reference
Unresolved reference
2025 · External reference
Reach scale channel planform dynamics of transboundary River Jaldhaka within Himalayan Foreland Basin
10.1080/02723646.2024.2356907 · 2024 · External reference
Crowdsourcing, citizen science or volunteered geographic information? The current state of crowdsourced geographic information
10.3390/ijgi5050055 · 2016 · External reference
Unresolved reference
External reference
Living in hazardous waterscapes: Gendered vulnerabilities and experiences of floods and disasters
10.3763/ehaz.2010.si02 · 2010 · External reference
Social vulnerability indices: a comparative assessment using uncertainty and sensitivity analysis
10.1007/s11069-012-0152-2 · 2012 · External reference
Towards an integrated approach of disaster and environment management: A case study of Thua Thien Hue province, central Viet Nam
10.1016/j.envhaz.2007.03.001 · 2007 · External reference
GIS and local knowledge in disaster management: a case study of flood risk mapping in Viet Nam
10.1111/j.1467-7717.2008.01067.x · 2009 · External reference
Sentinel-1-based flood mapping: a fully automated processing chain
10.1080/01431161.2016.1192304 · 2016 · External reference
Unresolved reference
External reference
Review article: Natural hazard risk assessments at the global scale
10.5194/nhess-20-1069-2020 · 2020 · External reference
