Summer Heat Risk Index: how to integrate recent climatic changes and soil consumption component
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The document summarizes a study on developing a Summer Heat Risk Index (SHRI) that integrates climate data, population data, and land consumption data to assess heat-related hazard risk for vulnerable populations. The study uses open data sources and open-source tools to perform spatial risk assessments of summer heat risk in Italy at various scales, from the national level down to the city of Parma. The results show higher heat risk in urban areas with greater population density and land consumption. The SHRI methodology provides a reproducible approach to mapping heat vulnerability that can inform urban planning and climate adaptation strategies.
Summer Heat Risk Index: how to integrate recent climatic changes and soil consumption component
- 1. Summer Heat Risk Index: how to integrate recent climatic changes and soil consumption component Alfonso Crisci (1), Luca Congedo (1), Marco Morabito (1) and Michele Munafò (3) (1) CNR Ibimet, Italian National Research Council, Florence, Italy (a.crisci@ibimet.cnr.it) (2) Italian National Institute for Environmental Protection and Research, ISPRA OGRS'16, October 12-14, 2016, Perugia, Italy Open Source Geospatial Research & Education Symposium OGRS is a meeting dedicated to sharing knowledge, new solutions, methods, practices, ideas and trends in the field of geospatial information through the development and the use of free and open source software in both research and education. Parma 15-07-2015 Landsat Brightness Temperature Land consumption Università degli Studi di Parma, Dottorato di ricerca in Ingegneria Civile e Architettura, XXIX Ciclo, Patrizia Rota, L’impatto del clima sulle scelte urbanistiche. Strategie di adattamento climatico nella pianificazione della città media emiliana del II dopoguerra: il caso Parma,
- 2. ● Urban resilience is the keyword that links environmental thermal comfort and Land Consumption in relation to the climatic hazard on population in cities. ● Spatial risk assessment concerns the analysis of a risk outcome within a geographically bounded region as administrative unit. ● Do exist a methodological and operative framework where census, thermal/climatic and land consumption data are able to provide information to assess a summer heat-related hazard index for vulnerable people at different spatial scale? Backgrounds Image Source irational.org
- 3. ● Describe the main components of the summer heat risk, such as the thermal state/trend, population exposed, building density and land consumption. ● Verify the validity of land consumption as a proxy of urban heat vulnerability in reason to its link with urban heat island phenomenon (UHI). ● Perform a spatial summer heat risk assessment at different geographic scales but using the same risk assessment framework. ● Share an operative and reproducible methodology based on open data and using open source tools. Aims
- 4. CLIMATIC HAZARD Summer thermal condition become a real risk for people. Heat-wave hazard indices: change in percentage of heat-wave days (top) and change in the maximum temperature felt during a heat-wave (bottom) for a low (left), medium (centre) and high (right) impact scenario. http://www.ramses-cities.eu/
- 5. CLIMATIC HAZARD Worst “future”(?) scenario are NOW Italian case 2015 Image from Wiki Commons 2015 European Heat wave. https://commons.wikimedia.org/wiki/Category:2015_european_heat_wav e?uselang=de http://www.neodemos.info/68-mila-morti-in-piu-nel-2015/
- 6. CLIMATIC HAZARD: most urban perception but less awareness A B C D E Social media monitoring during Heatwave (15 May to 15 September 2015)
- 7. The expansion of built-up area (natural surface to artificial anthropized) which can be directly measured. Definition source: EEA., 1997, The concept of environmental space. Copenhagen http://glossary.eea.europa.eu VULNERABILITY : Land consumption in urban areas
- 8. •2,7% to 7%•21.100 km2 (2015) VULNERABILITY : Land consumption in Italy by regions and recent trends
- 9. •5.000 km2 in urban areas •60% in rural areas 9 VULNERABILITY : where land consumption in Italy by ISPRA
- 10. HAZARD & VULNERABILITY : Urban Heat Island Image source: http://actrees.org/wp-content/uploads/2015/06/Urban-heat-islands-infographic.png
- 11. HAZARD & VULNERABILITY : Roma Land consumption ~ LST and Heatwave Index Trend in Rome Morabito et al., PLoS One. 2015 Dec 29;10(12):e0144468.
- 12. ISPRA Banca dati del consumo suolo a 10 m http://www.sinanet.isprambiente.it/itISTAT http://www.istat.it/en/population-and-housing-census NASA http://landsat.gsfc.nasa.gov/?page_id=9 Regione Emilia Romagna Geoportale https://geoportale.regione.emilia-romagna.it/ E-OBS EU-FP6 project ENSEMBLES (http://ensembles-eu.metoffice.com) www.ecad.eu/E-OBS/ DATA: the bunch of opendata sources environment, climate, census, remote sensing and urban elements.
- 13. QGIS http://www.qgis.org/it/site/ PYTHON rasterstats http://pythonhosted.org/rasterstats/ Semi-Automatic Classification Plugin (SCP) https://github.com/semiautomaticgit/SemiAutomaticClassificationPlugin R https://cran.r-project.org/web/views/Spatial.html TOOLS: R & Python & QGIS & GeoScience open source are used R rLandsat8 http://terradue.github.io/rLandsat8/ https://github.com/jannes-m/RQGIS
- 14. SPATIAL RISK concerns the analysis of a risk for vulnerable people within a geographically bounded region By using a proper weighting scheme and managing the information layers related to a specific risk in a spatial domain it is possible a spatial representation of itself in 5 or more classes.
- 15. SPATIAL RISK ASSESSMENT Summer heat risk at ADM2 scale in Italy HAZARD Decadal trend of EOBS Tair °C/10yr 1980-2015 WH 0.5 EXPOSURE Population ISTAT (2015) WE 0.5 VULNERABILITY % Land consumption ISPRA (2015) Wv 0.5
- 16. SPATIAL RISK ASSESSMENT Summer heat risk at ADM2 scale in Italy Summer Heat Risk Index WH norm(H) + (1-WH)*(WE*norm(E)+Wv*norm(V)) Summer heat risk class SHRI|1-5 Geographical units are ranked by risk and the representation put in evidence where summer risk is clustered. Urban dense areas are vulnerable to the increase of extreme heat summer condition
- 17. Università degli Studi di Parma, Dottorato di ricerca in Ingegneria Civile e Architettura, XXIX Ciclo, dottoranda Patrizia Rota, L’impatto del clima sulle scelte urbanistiche. Strategie di adattamento climatico nella pianificazione della città media emiliana del II dopoguerra: il caso Parma, relatore prof. Michele Zazzi, Tutor prof. Paolo Ventura, coordinatore del Dottorato prof. Andrea Carpinteri SPATIAL RISK ASSESSMENT Parma case in Italy Aged people excess of mortality >75
- 18. SPATIAL RISK ASSESSMENT Summer heat risk at urban scale Parma case in Italy HAZARD Landsat Brigthness temperature 15-07-2015 NASA WH 0.5 EXPOSURE Building Population Density ISTAT WE 0.33 VULNERABILITY II % Near Building > 200m Land consumption ISPRA Wv 0.33 VULNERABILITY I Building density Pop > 75 year ISTAT Wv 0.33
- 19. SPATIAL RISK ASSESSMENT Summer heat risk class for each building Disaggregating by building area census data, retrieving temperature from landsat and calculate land consumption around building is possible to compute risk and heat class risk at small scale by using same framework.
- 20. SPATIAL RISK ASSESSMENT Less land consumption less summer heat risk Dark grey: soil consumption
- 21. ● Large geographic open data availability and open source tools allow to perform detailed urban spatial risk assessment for environmental issues in Italy. ● Risk evaluation by using Crichton’s framework (2004) is very reliable and invariant spatial scale. Large scale and small scale analyses could have led in similar ways. ● Spatial representation of risk give a deep mapping for issues such as the urban summer heat risk. ● Land consumption demonstrate its importance in the italian urban context. Outdoor urban thermal comfort in summer have deep relationship with the urbanistic city features. ● Summer heat risk accounting for recent climatic variability (since 2000) become important and its impact have a strong spatial signature at large and local scales. Conclusion
- 22. Contacts Image from :https://commons.wikimedia.org/wiki/File:Thank-you-word-cloud.jpg Biometeorology Alfonso Crisci a.crisci@ibimet.cnr.it alfcrisci@gmail.com Marco Morabito marco.morabito@unifi.it http://www.ibimet.cnr.it/ ISPRA Land Consumption Michele Munafò michele.munafo@isprambiente.it Luca Congedo ing.congedo.luca@gmail.com Data & Code: https://github.com/alfcrisci/ogrs_2016_SHRI_paper
- 23. This study was carried out in the field of the CARISMAND Project: Culture And RISk management in Man-made And Natural Disasters http://www.carismand.eu/