Blaney, R. J. P., Philippe, A. C. V., Pocock, M. J. O., and Jones, G. D.:
Citizen Science and Environmental Monitoring: Towards a Methodology for
Evaluating Opportunities, Costs and Benefits, UK Environmental Observation
Framework, available at:
http://www.ukeof.org.uk/resources/citizen-science-resources/Costbenefitcitizenscience.pdf
(last access: 2 December 2020), 2016.
Bremer, S., Haque, M. M., Aziz, S. B., and Kvamme, S.: `My new routine':
Assessing the impact of citizen science on climate adaptation in Bangladesh,
Environ. Sci. Policy, 94, 245–257, https://doi.org/10.1016/j.envsci.2018.12.029, 2019.
Chanson, H. and Brown, R.: Stability of individuals during urban inundations: What should we learn from field observations?, Geosciences, 8, 341, https://doi.org/10.3390/geosciences8090341, 2018.
Citeau, J.-M.: A New Control Concept in the Oise Catchment Area. Definition
and Assessment of Flood Compatible Agricultural Activities, FIG working week, Paris, France, 2003.
Clausen, L. and Clark, P. B.: The development of criteria for predicting dambreak flood damages using modelling of historical dam failures, in:
Proceedings of the International Conference on River Flood Hydraulics, 17–20 September 1990, edited by: White, W. R., John Wiley & Sons Ltd. and Hydraulics Research Limited, Chichester, UK, New York, NY, USA, 369–380, 1990.
CRED: Natural Disasters 2018, available at:
https://reliefweb.int/report/world/natural-disasters-2018 (last access: 2 December 2020), 2019.
Davids, J. C., Devkota, N., Pandey, A., Prajapati, R., Ertis, B. A., Rutten,
M. M., Lyon, S. W., Bogaard, T. A., and van de Giesen, N.: Soda Bottle Science – Citizen Science Monsoon Precipitation Monitoring in Nepal, Front.
Earth Sci., 7, 46, https://doi.org/10.3389/feart.2019.00046, 2019.
DEFRA and UK Environment Agency: Flood and Coastal Defence R&D Program:
Flood Risk to People, Phase 2, FD2321/TR2 Guidance Document, DEFRA and UK Environment Agency, London, UK, 2006.
EU: Directive 2007/60/EC of the European Parliament and of the Council of 23 October 2007 on the assessment and management of flood risks, available at:
https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:32007L0060
(last access: 2 December 2020), 2007.
Ferri, M., Norbiato, D., Monego, M., Galli, A., Gualdi, S., Bucchignani, E.,
and Baruffi, F.: Impact of climate change on hydrological regimes and water
resources in TRUST (Life
+ 2007) project, in: Proceedings of Hydropredict 2010, Prague, Czech Republic, 2010.
Goldstein, E. A., Lawton, C., Sheehy, E., and Butler, F.: Locating species
range frontiers: a cost and efficiency comparison of citizen science and
hair-tube survey methods for use in tracking an invasive squirrel, Wildl.
Res., 41, 64–75, https://doi.org/10.1071/WR13197, 2014.
Hadj-Hammou, J., Loiselle, S., Ophof, D., and Thornhill, I.: Getting the full
picture: Assessing the complementarity of citizen science and agency monitoring data, edited by: Humbert, J.-F., PLoS ONE, 12, e0188507,
https://doi.org/10.1371/journal.pone.0188507, 2017.
Howe, J.: The rise of crowdsourcing, Wired Mag., 14, 1–4, 2006.
Hsu, W.-K., Huang, P.-C., Chang, C.-C., Chen, C.-W., Hung, D.-M., and Chiang,
W.-L.: An integrated flood risk assessment model for property insurance industry in Taiwan, Nat. Hazards, 58, 1295–1309, https://doi.org/10.1007/s11069-011-9732-9, 2011.
Huizinga, H. J.: Flood damage functions for EU member states, Technical
Report, HKV Consultants, Implemented in the framework of the contract #382441-F1SC awarded by the European Commission, Joint Research Centre, Publications Office of the European Union, Luxembourg, 2007.
IPCC: Managing the Risks of Extreme Events and Disasters to Advance Climate
Change Adaptation, edited by: Field, C. B., Barros, V., Stocker, T. F., Qin, D., Dokken, D. J., Ebi, K. L., Mastrandrea, M. D., Mach, K. J., Plattner, G.-K., Allen, S. K., Tignor, M., and Midgley, P. M., Cambridge University Press, Cambridge, UK, 2012.
ISPRA: Proposta metodologica per l'aggiornamento delle mappe di pericolosità e di rischio, Attuazione della Direttiva 2007/60/CE/
relative alla valutazione e alla gestione dei rischi da alluvioni (Decreto
Legislativo n. 49/2010), Istituto Superiore per la Protezione e la Ricerca
Ambientale (ISPRA), Roma, 2012.
Lanfranchi, V., Wrigley, S., Ireson, N., Ciravegna, F., and Wehn, U.: Citizens' observatories for situation awareness in flooding, in: Proceedings
of the 11th International ISCRAM Conference (Information Systems for Crisis
and Response Management), edited by: Hiltz, S. R., Pfaff, M. S., Plotnick, L., and Shih, P. C., 18–21 May 2014, University Park, Pennsylvania, USA,
145–154, 2014.
Lechowska, E.: What determines flood risk perception? A review of factors of
flood risk perception and relations between its basic elements, Nat. Hazards,
94, 1341–1366, https://doi.org/10.1007/s11069-018-3480-z, 2018.
Lenzi, A. and Millo, G.: Regional Heterogeneity and Spatial Spillovers in the Italian Insurance Market, WP1/05, Assicurazaioni Generali, Trieste, Italy, 2005.
Levy, J. K. and Hall, J.: Advances in flood risk management under uncertainty, Stoch. Environ. Res. Risk A., 19, 375–377,
https://doi.org/10.1007/s00477-005-0005-6, 2005.
Liu, H.-Y., Kobernus, M., Broday, D., and Bartonova, A.: A conceptual approach to a citizens' observatory – supporting community-based environmental governance, Environ. Health, 13, 107, https://doi.org/10.1186/1476-069X-13-107, 2014.
Maijala, T.: Rescdam: Development of rescue actions based on dam-break flood
analysis, Final Report, Grant agreement no. Subv 99/52623 Community Action
Programme in the field of civil protection, Finnish Environment Institute, Helsinki, 2001.
Mazumdar, S., Lanfranchi, V., Ireson, N., Wrigley, S., Bagnasco, C., Wehn,
U., McDonagh, R., Ferri, M., McCarthy, S., Huwald, H., and Ciravegna, F.:
Citizens observatories for effective Earth observations: the WeSenseIt approach, Environ. Scient., 25, 56–61, 2016.
Mazzoleni, M., Verlaan, M., Alfonso, L., Monego, M., Norbiato, D., Ferri, M.,
and Solomatine, D. P.: Can assimilation of crowdsourced data in hydrological
modelling improve flood prediction?, Hydrol. Earth Syst. Sci., 21, 839–861, https://doi.org/10.5194/hess-21-839-2017, 2017.
Mazzoleni, M., Cortes Arevalo, V. J., Wehn, U., Alfonso, L., Norbiato, D.,
Monego, M., Ferri, M., and Solomatine, D. P.: Exploring the influence of citizen involvement on the assimilation of crowdsourced observations: a
modelling study based on the 2013 flood event in the Bacchiglione catchment
(Italy), Hydrol. Earth Syst. Sci., 22, 391–416, https://doi.org/10.5194/hess-22-391-2018, 2018.
Merz, B., Hall, J., Disse, M., and Schumann, A.: Fluvial flood risk management in a changing world, Nat. Hazards Earth Syst. Sci., 10, 509–527, https://doi.org/10.5194/nhess-10-509-2010, 2010.
Meyer, V., Haase, D., and Scheuer, S.: GIS-based multicriteria analysis as
decision support in flood risk management, UFZ Discussion Paper, No. 6/2007,
Helmholtz-Zentrum für Umweltforschung (UFZ), Leipzig, available at:
https://www.econstor.eu/bitstream/10419/45237/1/548359628.pdf (last access: 2 December 2020), 2007.
Mojtahed, V., Giupponi, C., Biscaro, C., Gain, A. K., and Balbi, S.: Integrated Assesment of natural Hazards and Climate Change Adaptation: The
SERRA Methodology, Dept. of Economics Research Paper Series No. 07/WP/2013, Università Cà Foscari of Venice, Venice, 2013.
Müller, U.: Implementation of the flood risk management directive in
selected European countries, Int. J. Disast. Risk Sci., 4, 115–125,
https://doi.org/10.1007/s13753-013-0013-y, 2013.
National Research Council: Tying Flood Insurance to Flood Risk for Low-Lying
Structures in the Floodplain, National Academies Press, Washington, D.C., 2015.
Njue, N., Stenfert Kroese, J., Gräf, J., Jacobs, S. R., Weeser, B., Breuer, L., and Rufino, M. C.: Citizen science in hydrological monitoring and
ecosystem services management: State of the art and future prospects, Sci. Total Environ., 693, 133531, https://doi.org/10.1016/j.scitotenv.2019.07.337, 2019.
Penning-Rowsell, E., Floyd, P., Ramsbottom, D., and Surendran, S.: Estimating
Injury and Loss of Life in Floods: A Deterministic Framework, Nat. Hazards, 36, 43–64, https://doi.org/10.1007/s11069-004-4538-7, 2005.
Provincia Autonoma di Trento: Piano Generale di Utilizzazione delle Acque
Pubbliche, Parte IV, DPR 5/02/2006, Provincia Autonoma di Trento, Trento, Italy, 2006.
Ramsbottom, D. S., Wade, S., Bain, V., Hassan, M., Penning-Rowsell, E., Wilson, T., Fernandez, A., House, M., and Floyd, P.: R&D Outputs: Flood
Risks to People, Phase 2, FD2321/IR2, Department for the Environment, Food and Rural Affairs/Environment Agency, London, UK, 2004.
Reiter, P.: International methods of Risk Analysis, Damage evaluation and
social impact studies concerning Dam-Break accidents, EU-Project RESCDAM,
Helsinki PR Water Consulting, Helsinki, 2000.
Schiermeier, Q.: Increased flood risk linked to global warming, Nature, 470, 316, https://doi.org/10.1038/470316a, 2011.
Schroter, K., Velasco, C., Nachtnebel, H. P., Kahl, B., Beyene, M., Rubin, C., and Gocht, M.: Effectiveness and Efficiency of Early Warning System for
flash floods, CRUE Research Report No. I-5, Defra, London, UK, 2008.
Shand, T. D., Cox, R. J., Blacka, M. J., and Smith, G. P.: Australian Rainfall and Runoff Project 10: Appropriate Safety Criteria for Vehicles –
Literature Review, Stage 2 Report, University of New South Wales, Manly Vale, Australia, 2011.
Shirk, J. L., Ballard, H. L., Wilderman, C. C., Phillips, T., Wiggins, A.,
Jordan, R., McCallie, E., Minarchek, M., Lewenstein, B. V., Krasny, M. E., and Bonney, R.: Public participation in scientific research: A framework for
deliberate design, Ecol. Soc., 17, 29, https://doi.org/10.5751/ES-04705-170229, 2012.
Smith, P. J., Brown, S., and Dugar, S.: Community-based early warning systems
for flood risk mitigation in Nepal, Nat. Hazards Earth Syst. Sci., 17, 423–437, https://doi.org/10.5194/nhess-17-423-2017, 2017.
Steemans, C.: Coordination of Information on the Environment (CORINE), in:
Encyclopedia of Geographic Information Science, edited by: Kemp, K., Sage Publications Inc., Thousand Oaks, CA, 49–50, 2008.
Tanoue, M., Hirabayashi, Y., and Ikeuchi, H.: Global-scale river flood
vulnerability in the last 50 years, Sci. Rep., 6, 36021,
https://doi.org/10.1038/srep36021, 2016.
Thistlethwaite, J., Henstra, D., Brown, C., and Scott, D.: How Flood Experience and Risk Perception Influences Protective Actions and Behaviours
among Canadian Homeowners, Environ. Manage., 61, 197–208,
https://doi.org/10.1007/s00267-017-0969-2, 2018.
Thornhill, I., Loiselle, S., Lind, K., and Ophof, D.: The Citizen Science
Opportunity for Researchers and Agencies, BioScience, 66, 720–721,
https://doi.org/10.1093/biosci/biw089, 2016.
Torresan, S., Gallina, V., Critto, A., Zabeo, A., Semenzin, E., and Marcomini, A.: D.1.7. Part A. Development of a risk assessment methodology
to estimate risk levels, KULTURisk Project 265280, available at:
http://www.kulturisk.eu/results/wp1 (last access: 2 December 2020), 2012.
van der Veen, A., Steenge, A. E., Bockarjova, M., and Logtmeijer, C.: Structural economic effects of large scale inundation: A simulation of the
Krimpen dike breakage, in: The Role of Flood Impact Assessment in Flood Defence Policies, edited by: Vrouwenvelder, A., Delft Cluster, TUD, Delft, the Netherlands, 1–50, 2003.
Wehn, U. and Evers, J.: The social innovation potential of ICT-enabled
citizen observatories to increase eParticipation in local flood risk management, Technol. Soc., 42, 187–198, https://doi.org/10.1016/j.techsoc.2015.05.002, 2015.
Wehn, U., McCarthy, S., Lanfranchi, V., and Tapsell, S. M.: Citizen observatories as facilitators of change in water governance? Experiences from three European cases, Environ. Eng. Manage. J., 14, 2073–2086, 2015.
Wehn, U., Gharesifard, M., Anema, K., Alfonso, L., and Mazzoleni, M.: Initial
validation and socio-economic impacts report, Ground Truth 2.0 project deliverable D1.11, IHE Delft Institute for Water Education, Delft, the Netherlands, September 2019.
Wehn, U., Gharesifard, M., and Bilbao, A.: Report on IA methods adapted to CS, MICS project deliverable D2.2, IHE Delft Institute for Water Education, Delft, the Netherlands, 2020.
Werner, M., Reggiani, P., Roo, A. D., Bates, P., and Sprokkereef, E.: Flood
Forecasting and Warning at the River Basin and at the European Scale, Nat. Hazards, 36, 25–42, https://doi.org/10.1007/s11069-004-4537-8, 2005.
WP7 WSI Team: Case studies methodology and Design, Deliverable 7.10,
WeSenseit Project FP7/2007-2013-308429, University of Sheffield, Sheffield, UK, 2013.
