75 citations as recorded by crossref.

1. A Review of Citizen Science and Crowdsourcing in Applications of Pluvial Flooding L. See
2. Integration of Crowdsourced Images, USGS Networks, Remote Sensing, and a Model to Assess Flood Depth during Hurricane Florence C. Hultquist & G. Cervone
3. Understanding the provision of multi-agency sensor information in disaster management: A case study on the Australian state of Victoria F. Alamdar et al.
4. Smart flood resilience: harnessing community-scale big data for predictive flood risk monitoring, rapid impact assessment, and situational awareness F. Yuan et al.
5. Emerging strategies for addressing flood-damage modeling issues: A review S. Redondo-Tilano et al.
6. A Service-Oriented Middleware for Integrated Management of Crowdsourced and Sensor Data Streams in Disaster Management L. F. G. de Assis et al.
7. A visual–textual fused approach to automated tagging of flood-related tweets during a flood event X. Huang et al.
8. Rapid flood inundation mapping using social media, remote sensing and topographic data J. Rosser et al.
9. Validation of flood risk models: Current practice and possible improvements D. Molinari et al.
10. VRBagged-Net: Ensemble Based Deep Learning Model for Disaster Event Classification M. Hanif et al.
11. Technologies to Support Community Flood Disaster Risk Reduction I. McCallum et al.
12. Social media analytics for natural disaster management Z. Wang & X. Ye
13. Portability of semantic and spatial–temporal machine learning methods to analyse social media for near-real-time disaster monitoring C. Havas & B. Resch
14. Reconstructing Flood Inundation Probability by Enhancing Near Real-Time Imagery With Real-Time Gauges and Tweets X. Huang et al.
15. Impacts of Urban Floods on Road Connectivity - A Review and Systematic Bibliometric Analysis A. Kadaverugu et al.
16. Harvesting Social Media for Generation of Near Real-time Flood Maps D. Eilander et al.
17. Geo-social media as a proxy for hydrometeorological data for streamflow estimation and to improve flood monitoring C. Restrepo-Estrada et al.
18. Causal attention-based water depth estimation for complex flooding scenes in social media images W. Du et al.
19. Formal and informal environmental sensing data and integration potential: Perceptions of citizens and experts Q. Jiang et al.
20. Multiscale Observation Product (MOP) for Temporal Flood Inundation Mapping of the 2015 Dallas Texas Flood E. Sava et al.
21. Development of a spatial decision support system for flood risk management in Brazil that combines volunteered geographic information with wireless sensor networks F. Horita et al.
22. Estimating the likelihood of roadway pluvial flood based on crowdsourced traffic data and depression-based DEM analysis A. Safaei-Moghadam et al.
23. Street-scale hydrodynamic estimation from social media videos: A systematic approach to urban floods data collection M. Lombardo et al.
24. A molecular sensing method integrated with support vector machines to characterize asphalt mixtures B. Jahangiri et al.
25. Early detection of emergency events from social media: a new text clustering approach L. Huang et al.
26. NAM-NMM Temperature Downscaling Using Personal Weather Stations to Study Urban Heat Hazards M. Calovi et al.
27. Harnessing trustable crowdsourcing power for flood disaster evaluation S. Abbasi et al.
28. The uncertainties and potential of locational-based social media for floodscape mapping T. Chow et al.
29. Rapid Assessment of Crop Status: An Application of MODIS and SAR Data to Rice Areas in Leyte, Philippines Affected by Typhoon Haiyan M. Boschetti et al.
30. Spatio-temporal graph convolutional networks for road network inundation status prediction during urban flooding F. Yuan et al.
31. Collaborative spatial information as an alternative data source for hydrodynamic model calibration: a Pernambuco State case study, Brazil G. de Oliveira et al.
32. Visualization and Interaction with Multiple Devices. A Case Study on Reachability of Remote Areas for Emergency Management J. Tost & F. Heidmann
33. Traffic Impact Area Detection and Spatiotemporal Influence Assessment for Disaster Reduction Based on Social Media: A Case Study of the 2018 Beijing Rainstorm T. Yang et al.
34. Road Accessibility during Natural Hazards Based on Volunteered Geographic Information Data and Network Analysis J. Florath et al.
35. Flood Impact Assessments on Transportation Networks: A Review of Methods and Associated Temporal and Spatial Scales A. Rebally et al.
36. Quantifying urban flood extent using satellite imagery and machine learning R. Composto et al.
37. A Systematic Review: To Increase Transportation Infrastructure Resilience to Flooding Events G. Watson & J. Ahn
38. Enhancing inundation monitoring of road networks using crowdsourced flood reports M. Esparza et al.
39. Estimating flood extent during Hurricane Harvey using maximum entropy to build a hazard distribution model W. Mobley et al.
40. Urban resilience from the lens of social media data: Responses to urban flooding in Nanjing, China B. Wang et al.
41. Eye of Horus: a vision-based framework for real-time water level measurement S. Erfani et al.
42. Characterizing Consecutive Flooding Events after the 2017 Mt. Salto Wildfires (Southern Italy): Hazard and Emergency Management Implications G. Esposito et al.
43. Validating the Quality of Volunteered Geographic Information (VGI) for Flood Modeling of Hurricane Harvey in Houston, Texas T. Chow et al.
44. Smartphone-based molecular sensing for advanced characterization of asphalt concrete materials K. Barri et al.
45. Improving the classification of flood tweets with contextual hydrological information in a multimodal neural network J. de Bruijn et al.
46. Geoinformation Harvesting From Social Media Data: A community remote sensing approach X. Zhu et al.
47. Opportunities for crowdsourcing in urban flood monitoring A. Helmrich et al.
48. A geographic approach for combining social media and authoritative data towards identifying useful information for disaster management J. de Albuquerque et al.
49. The March 2015 catastrophic flood event and its impacts in the city of Copiapó (southern Atacama Desert). An integrated analysis to mitigate future mudflow derived damages T. Izquierdo et al.
50. Integrating VGI and 2D hydraulic models into a data assimilation framework for real time flood forecasting and mapping A. Annis & F. Nardi
51. Digital twin representation of socio-technical systems through a distributed co-simulation approach for crisis management T. Martini et al.
52. Integrated community-based approaches to urban pluvial flooding research, trends and future directions: A review K. Azizi et al.
53. Obtaining Urban Waterlogging Depths from Video Images Using Synthetic Image Data J. Jiang et al.
54. A near real-time flood-mapping approach by integrating social media and post-event satellite imagery X. Huang et al.
55. Identifying disaster related social media for rapid response: a visual-textual fused CNN architecture X. Huang et al.
56. Utilising social media data to evaluate urban flood impact in data scarce cities K. Guo et al.
57. Supervised classification of civil air patrol (CAP) E. Sava et al.
58. Using Twitter for tasking remote-sensing data collection and damage assessment: 2013 Boulder flood case study G. Cervone et al.
59. Investigating Uncertainty in Developing Regional Building Inventories for Flood Damage Prediction J. Gutenson et al.
60. The Tasks of the Crowd: A Typology of Tasks in Geographic Information Crowdsourcing and a Case Study in Humanitarian Mapping J. Albuquerque et al.
61. Using crowdsourced and weather station data to fill cloud gaps in MODIS snow cover datasets J. Kadlec & D. Ames
62. A Geo-Event-Based Geospatial Information Service: A Case Study of Typhoon Hazard Y. Zhang et al.
63. Identifying relevant volunteered geographic information about adverse weather events in Trondheim using the CitizenSensing participatory system T. Opach et al.
64. Quantitative Risk Assessment of Road Networks Subject to Natural Hazards: A State-of-the-Art Review A. Roy et al.
65. Integrating Internet media into urban flooding susceptibility assessment: A case study in China Z. Zeng et al.
66. Spatial model for predictive recovery monitoring based on hazard, built environment, and population features and their spillover effects F. Patrascu & A. Mostafavi
67. Crowdsourced data for flood hydrology: Feedback from recent citizen science projects in Argentina, France and New Zealand J. Le Coz et al.
68. A simple framework for calibrating hydraulic flood inundation models using Crowd-sourced water levels A. Dasgupta et al.
69. E2mC: Improving Emergency Management Service Practice through Social Media and Crowdsourcing Analysis in Near Real Time C. Havas et al.
70. Big data and disaster management: a systematic review and agenda for future research S. Akter & S. Wamba
71. Towards multi-agency sensor information integration for disaster management F. Alamdar et al.
72. Processing unstructured documents and social media using Big Data techniques V. Diaconita
73. Flood Risk in Urban Areas: Modelling, Management and Adaptation to Climate Change. A Review L. Cea & P. Costabile
74. Extraction and analysis of natural disaster-related VGI from social media: review, opportunities and challenges Y. Feng et al.
75. Cleanlet: a smart app for enhancing urban flood resilience through automated stormwater inlet management N. Adhikari & F. Montalto