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Integration of earth observation and census data for mapping a multi temporal flood vulnerability index: a case study on Northeast Italy

Cian, Fabio und Giupponi, Carlo und Marconcini, Mattia (2021) Integration of earth observation and census data for mapping a multi temporal flood vulnerability index: a case study on Northeast Italy. Natural Hazards, 106, Seiten 2163-2184. Springer. doi: 10.1007/s11069-021-04535-w. ISSN 0921-030X.

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Kurzfassung

Climate sciences foresee a future where extreme weather events could happen with increased frequency and strength, which would in turn increase risks of floods (i.e. the main source of losses in the world). The Mediterranean basin is considered a hot spot in terms of climate vulnerability and risk. The expected impacts of those events are exac-erbated by land-use change and, in particular, by urban growth which increases soil seal-ing and, hence, water runoff. The ultimate consequence would be an increase of fatalities and injuries, but also of economic losses in urban areas, commercial and productive sites, infrastructures and agriculture. Flood damages have different magnitudes depending on the economic value of the exposed assets and on level of physical contact with the hazard. This work aims at proposing a methodology, easily customizable by experts’ elicitation, able to quantify and map the social component of vulnerability through the integration of earth observation (EO) and census data with the aim of allowing for a multi-temporal spatial assessment. Firstly, data on employment, properties and education are used for assessing the adaptive capacity of the society to increase resilience to adverse events, whereas, sec-ondly, coping capacity, i.e. the capacities to deal with events during their manifestation, is mapped by aggregating demographic and socio-economic data, urban growth analysis and memory on past events. Thirdly, the physical dimension of exposed assets (susceptibil-ity) is assessed by combining building properties acquired by census data and land-surface characteristics derived from EO data. Finally, the three components (i.e. adaptive and cop-ing capacity and susceptibility) are aggregated for calculating the dynamic flood vulner-ability index (FVI). The approach has been applied to Northeast Italy, a region frequently hit by floods, which has experienced a significant urban and economic development in the past decades, thus making the dynamic study of FVI particularly relevant. The analysis has been carried out from 1991 to 2016 at a 5-year steps, showing how the integration of different data sources allows to produce a dynamic assessment of vulnerability, which can be very relevant for planning in support of climate change adaptation and disaster risk reduction.

elib-URL des Eintrags:https://elib.dlr.de/142267/
Dokumentart:Zeitschriftenbeitrag
Titel:Integration of earth observation and census data for mapping a multi temporal flood vulnerability index: a case study on Northeast Italy
Autoren:
AutorenInstitution oder E-Mail-AdresseAutoren-ORCID-iDORCID Put Code
Cian, Fabiofabio.cian (at) unive.itNICHT SPEZIFIZIERTNICHT SPEZIFIZIERT
Giupponi, Carlocarlo.giupponi (at) unive.itNICHT SPEZIFIZIERTNICHT SPEZIFIZIERT
Marconcini, MattiaMattia.Marconcini (at) dlr.dehttps://orcid.org/0000-0002-5042-5176NICHT SPEZIFIZIERT
Datum:4 Februar 2021
Erschienen in:Natural Hazards
Referierte Publikation:Ja
Open Access:Ja
Gold Open Access:Nein
In SCOPUS:Ja
In ISI Web of Science:Ja
Band:106
DOI:10.1007/s11069-021-04535-w
Seitenbereich:Seiten 2163-2184
Verlag:Springer
ISSN:0921-030X
Status:veröffentlicht
Stichwörter:Flood, Vulnerability index, Earth observation, Census data, Memory effect, Multi-criteria analysis
HGF - Forschungsbereich:Luftfahrt, Raumfahrt und Verkehr
HGF - Programm:Raumfahrt
HGF - Programmthema:Erdbeobachtung
DLR - Schwerpunkt:Raumfahrt
DLR - Forschungsgebiet:R EO - Erdbeobachtung
DLR - Teilgebiet (Projekt, Vorhaben):R - Fernerkundung u. Geoforschung
Standort: Oberpfaffenhofen
Institute & Einrichtungen:Deutsches Fernerkundungsdatenzentrum > Dynamik der Landoberfläche
Hinterlegt von: Marconcini, Mattia
Hinterlegt am:25 Mai 2021 09:24
Letzte Änderung:25 Mai 2021 09:24

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