Articles | Volume 14, issue 6
https://doi.org/10.5194/gmd-14-3295-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/gmd-14-3295-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Development and technical paper
| 
04 Jun 2021
Development and technical paper |
| 04 Jun 2021
| 04 Jun 2021
InundatEd-v1.0: a height above nearest drainage (HAND)-based flood risk modeling system using a discrete global grid system
Chiranjib Chaudhuri
CORRESPONDING AUTHOR
Department of Geography and Environmental
Studies, Wilfrid Laurier University, Waterloo, Canada
Annie Gray
Department of Geography and Environmental
Studies, Wilfrid Laurier University, Waterloo, Canada
Colin Robertson
Department of Geography and Environmental
Studies, Wilfrid Laurier University, Waterloo, Canada
Viewed
Total article views: 3,662 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 28 Oct 2020)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 2,607 | 988 | 67 | 3,662 | 359 | 71 | 72 |
- HTML: 2,607
- PDF: 988
- XML: 67
- Total: 3,662
- Supplement: 359
- BibTeX: 71
- EndNote: 72
Total article views: 2,984 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 04 Jun 2021)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 2,200 | 727 | 57 | 2,984 | 220 | 61 | 61 |
- HTML: 2,200
- PDF: 727
- XML: 57
- Total: 2,984
- Supplement: 220
- BibTeX: 61
- EndNote: 61
Total article views: 678 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 28 Oct 2020)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 407 | 261 | 10 | 678 | 139 | 10 | 11 |
- HTML: 407
- PDF: 261
- XML: 10
- Total: 678
- Supplement: 139
- BibTeX: 10
- EndNote: 11
Viewed (geographical distribution)
Total article views: 3,662 (including HTML, PDF, and XML)
Thereof 3,376 with geography defined
and 286 with unknown origin.
Total article views: 2,984 (including HTML, PDF, and XML)
Thereof 2,818 with geography defined
and 166 with unknown origin.
Total article views: 678 (including HTML, PDF, and XML)
Thereof 558 with geography defined
and 120 with unknown origin.
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
Cited
24 citations as recorded by crossref.
- Comprehensive Analysis of the Use of Web-GIS for Natural Hazard Management: A Systematic Review M. Daud et al. 10.3390/su16104238
- Shape distortion analysis of hexagonal discrete global grid systems based on standard deviation of neighbor distance Z. Xin et al. 10.1016/j.jag.2025.104660
- Rapid flood modelling using HAND-FFA-SRC coupled approach and social media-based geodata in a coastal Chinese watershed L. Fang et al. 10.1016/j.envsoft.2023.105862
- GIS derived synthetic rating curves and HAND model to support on-the-fly flood mapping B. Scriven et al. 10.1007/s11069-021-04892-6
- Geovisualization of Hydrological Flow in Hexagonal Grid Systems M. Li et al. 10.3390/geographies2020016
- Flash Flood Risk Assessment and Mitigation in Digital-Era Governance Using Unmanned Aerial Vehicle and GIS Spatial Analyses Case Study: Small River Basins Ș. Bilașco et al. 10.3390/rs14102481
- Cost-benefit analysis of local knowledge-based flood adaptation measures: A case study of Datian community in Zhejiang Province, China X. Lai et al. 10.1016/j.ijdrr.2023.103573
- Flood plain inundation modeling with explicit description of land surface macrostructures S. Pizzileo et al. 10.1016/j.advwatres.2024.104713
- Sensitivity Analysis of Modelled Flood Inundation Extents over Hawkesbury–Nepean Catchment S. Unnithan et al. 10.3390/geosciences13030067
- A reach-integrated hydraulic modelling approach for large-scale and real-time inundation mapping R. Chlumsky et al. 10.5194/gmd-18-3387-2025
- Drivers of global irrigation expansion: the role of discrete global grid choice S. Wagner et al. 10.5194/hess-28-5049-2024
- A comprehensive web-based system for flood inundation map generation and comparative analysis based on height above nearest drainage Z. Li & I. Demir 10.1016/j.scitotenv.2022.154420
- Development of a HAND-based flood risk assessment tool in Google Earth Engine for a data-scarce region in the US J. Thomas et al. 10.1016/j.jglr.2025.102510
- Fusion of geospatial information from remote sensing and social media to prioritise rapid response actions in case of floods M. Wieland et al. 10.1007/s11069-025-07120-7
- Accounting for uncertainty in real-time flood inundation mapping using HAND model: Iowa case study Z. Li et al. 10.1007/s11069-022-05215-z
- Multi-Scale Flood Mapping under Climate Change Scenarios in Hexagonal Discrete Global Grids M. Li et al. 10.3390/ijgi11120627
- Suitability of the height above nearest drainage (HAND) model for flood inundation mapping in data-scarce regions: a comparative analysis with hydrodynamic models N. Thalakkottukara et al. 10.1007/s12145-023-01218-x
- Utilizing serverless framework for dynamic visualization and operations in geospatial applications M. Li et al. 10.1080/17538947.2024.2392835
- Encoding and operation scheme for the rhombic triacontahedron aperture 4 hexagonal discrete global grid system J. Ding et al. 10.1080/17538947.2024.2316112
- Area and shape distortions in open-source discrete global grid systems A. Kmoch et al. 10.1080/20964471.2022.2094926
- MA-SARNet: A one-shot nowcasting framework for SAR image prediction with physical driving forces Z. Li et al. 10.1016/j.isprsjprs.2023.10.002
- Deriving synthetic rating curves from a digital elevation model to delineate the inundated areas of small watersheds C. Gordon et al. 10.1016/j.ejrh.2023.101580
- Discrete global grid system-based flow routing datasets in the Amazon and Yukon basins C. Liao et al. 10.5194/essd-17-2035-2025
- InundatEd-v1.0: a height above nearest drainage (HAND)-based flood risk modeling system using a discrete global grid system C. Chaudhuri et al. 10.5194/gmd-14-3295-2021
23 citations as recorded by crossref.
- Comprehensive Analysis of the Use of Web-GIS for Natural Hazard Management: A Systematic Review M. Daud et al. 10.3390/su16104238
- Shape distortion analysis of hexagonal discrete global grid systems based on standard deviation of neighbor distance Z. Xin et al. 10.1016/j.jag.2025.104660
- Rapid flood modelling using HAND-FFA-SRC coupled approach and social media-based geodata in a coastal Chinese watershed L. Fang et al. 10.1016/j.envsoft.2023.105862
- GIS derived synthetic rating curves and HAND model to support on-the-fly flood mapping B. Scriven et al. 10.1007/s11069-021-04892-6
- Geovisualization of Hydrological Flow in Hexagonal Grid Systems M. Li et al. 10.3390/geographies2020016
- Flash Flood Risk Assessment and Mitigation in Digital-Era Governance Using Unmanned Aerial Vehicle and GIS Spatial Analyses Case Study: Small River Basins Ș. Bilașco et al. 10.3390/rs14102481
- Cost-benefit analysis of local knowledge-based flood adaptation measures: A case study of Datian community in Zhejiang Province, China X. Lai et al. 10.1016/j.ijdrr.2023.103573
- Flood plain inundation modeling with explicit description of land surface macrostructures S. Pizzileo et al. 10.1016/j.advwatres.2024.104713
- Sensitivity Analysis of Modelled Flood Inundation Extents over Hawkesbury–Nepean Catchment S. Unnithan et al. 10.3390/geosciences13030067
- A reach-integrated hydraulic modelling approach for large-scale and real-time inundation mapping R. Chlumsky et al. 10.5194/gmd-18-3387-2025
- Drivers of global irrigation expansion: the role of discrete global grid choice S. Wagner et al. 10.5194/hess-28-5049-2024
- A comprehensive web-based system for flood inundation map generation and comparative analysis based on height above nearest drainage Z. Li & I. Demir 10.1016/j.scitotenv.2022.154420
- Development of a HAND-based flood risk assessment tool in Google Earth Engine for a data-scarce region in the US J. Thomas et al. 10.1016/j.jglr.2025.102510
- Fusion of geospatial information from remote sensing and social media to prioritise rapid response actions in case of floods M. Wieland et al. 10.1007/s11069-025-07120-7
- Accounting for uncertainty in real-time flood inundation mapping using HAND model: Iowa case study Z. Li et al. 10.1007/s11069-022-05215-z
- Multi-Scale Flood Mapping under Climate Change Scenarios in Hexagonal Discrete Global Grids M. Li et al. 10.3390/ijgi11120627
- Suitability of the height above nearest drainage (HAND) model for flood inundation mapping in data-scarce regions: a comparative analysis with hydrodynamic models N. Thalakkottukara et al. 10.1007/s12145-023-01218-x
- Utilizing serverless framework for dynamic visualization and operations in geospatial applications M. Li et al. 10.1080/17538947.2024.2392835
- Encoding and operation scheme for the rhombic triacontahedron aperture 4 hexagonal discrete global grid system J. Ding et al. 10.1080/17538947.2024.2316112
- Area and shape distortions in open-source discrete global grid systems A. Kmoch et al. 10.1080/20964471.2022.2094926
- MA-SARNet: A one-shot nowcasting framework for SAR image prediction with physical driving forces Z. Li et al. 10.1016/j.isprsjprs.2023.10.002
- Deriving synthetic rating curves from a digital elevation model to delineate the inundated areas of small watersheds C. Gordon et al. 10.1016/j.ejrh.2023.101580
- Discrete global grid system-based flow routing datasets in the Amazon and Yukon basins C. Liao et al. 10.5194/essd-17-2035-2025
Latest update: 30 Jun 2025
Short summary
A flood risk estimation model for two study watersheds in Canada and an interactive visualization platform using publicly available hydrometric data are presented. The risk model uses a height above nearest drainage (HAND)-based solution for Manning’s formula and is implemented on a big-data discrete global grid system framework. Overall, the novel data model decreases processing time and provides easy parallelization, resulting in performance gains in online flood analytics.
A flood risk estimation model for two study watersheds in Canada and an interactive...
