Hagenlocher, Michael
Associate Academic Officer
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- INSTITUTE:
- UNU-EHS
- OFFICE:
- Vulnerability Assessment, Risk Management & Adaptive Planning Section; Environmental Vulnerability & Ecosystem Services
- E-MAIL:
- hagenlocher@ehs.unu.edu
- PHONE:
- +49-228-815-0250
- NATIONALITY:
- Germany
Research Interests
- cascading & systemic risks
- Global Change and Resilience
- Vulnerability & Risk Assessment
Education
- Ph.D. (Hons), Applied Geoinformatics, University of Salzburg, Doctoral College “Geographic Information Science”, Austria, in collaboration with the Harvard T.H. Chan School of Public Health, USA
- M.Sc. (Hons), Geography (Minors in Sociology and Geoinformatics), University of Tuebingen and University of Stuttgart, Germany
Appointments
- 2020 to present: UNU focal point for the UN Office for Disaster Risk Reduction (UNDRR) and member of the UNDRR Focal Points Group (FPG)
- 2020 to present: Member of the GRAF Steering Group (Global Risk Assessment Framework)
- 2020 to present: Guest Editor for a Special Issue “Drought vulnerability, risk & impact assessments: bridging the science-policy gap” in NHESS
- 2020 to 2021: Lead Author UNDRR Global Assessment Report (GAR) “GAR Special Report on Drought (GAR SR)”
- 2019: Co-Chair a.i. of the VARMAP section at UNU-EHS
- 2019 to 2020: Guest Editor for a Special Issue “Vulnerability Assessment & Disaster Risk Reduction” in Sustainability
- 2019 to present: Deputy head of the UNU-EHS Academic Board, Joint Master of Science “Geography of Environmental Risks and Human Security”, University of Bonn and UNU-EHS
- 2018 to 2020: Lead Author in the EU report “Science for Disaster Risk Management: acting today, protecting tomorrow (Science for DRM 2020)”
- 2017 to present: Alternate focal point for UNU-EHS in the Partnership for Environment and Disaster Risk Reduction (PEDRR)
- 2017 to present: UNU-EHS representative in the INFORM (Index for Risk Management) initiative and network
- 2016 to present: Arbeitskreis Naturgefahren und Naturrisiken, Deutsche Gesellschaft für Geographie (DGfG)
- 2015 to present: Full Member of the Academic Board, Joint Master of Science ’Geography of Environmental Risks and Human Security’, University of Bonn, Department of Geography (GIUB) and United Nations University (UNU-EHS)Click here to enter text.
Biographical Statement
Dr. Michael Hagenlocher is an Associate Academic Officer in the Vulnerability Assessment, Risk Management & Adaptive Planning (VARMAP) and the Environmental Vulnerability & Ecosystem Services (EVES) sections of UNU-EHS. From April to December 2019, he acted as the ad-interim co-chair of the VARMAP section.
Dr. Hagenlocher has a broad interest in understanding risk and identifying pathways towards more resilient futures. Much of his work focuses on analysing drivers, hotspots and dynamics of vulnerability and risk (including risk cascades and systemic risks) associated with climate change and natural hazards, and evaluating different risk reduction and adaptation options. At UNU-EHS, Dr. Hagenlocher has been leading and managing multiple projects in the field of vulnerability and risk research (e.g. the ARIMA, CARICO, FloodAdaptVN, GLASCA-V, GlobeDrought and InsuRisk project). He supports the institute in securing third-party funding, and supervises team members, visiting scientists and master students.
Dr. Hagenlocher is actively involved in multiple teaching activities at UNU (e.g. at UNU-EHS and UNU-MERIT) and the University of Bonn. He is the Deputy Head and a full member of the Academic Board of the Joint MSc Programme “Geography of Environmental Risks and Human Security” with the University of Bonn, and also contributes to the MSc in “Global Health Risk Management & Hygiene Policies” at the University of Bonn.
Michael is involved in various networks such as the Global Risk Assessment Framework (GRAF), the UNDRR Interagency Focal Points Group (FPG), the Index for Risk Management (INFORM), the GIZ “Climate Risk” Community of Practice and the Partnership for Environment and Disaster Risk Reduction (PEDRR). Dr. Hagenlocher has served as a Lead Author in the 2021 UNDRR “GAR Special Report on Drought” and the EU flagship report “Science for Disaster Risk Management: acting today, protecting tomorrow”.
Prior to joining UNU-EHS, Dr. Hagenlocher has worked as a researcher at the University of Salzburg’s Department of Geoinformatics (Z_GIS, Austria), expert for UN-SPIDER, visiting scientist at Harvard University (USA) and lecturer at the University of Tuebingen (Germany). Further, he did consultancy work for the European Commission (DG ECHO), the Deutsche Gesellschaft für Internationale Zusammenarbeit (GIZ), UN Environment and UNDP.
Dr. Hagenlocher has received multiple awards for his research, including the “Förderpreis Geoinformatik” by the Technische Universität München (Germany) in 2016 and the “Sustainability Award” by the University of Tuebingen in 2011.
Dr. Hagenlocher is author/co-author of 70+ publications, including >30 peer-reviewed journal articles. For more information, please refer to his ResearchGate or Google Scholar profile.
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Articles
- Anderson, Carl C., Renaud, Fabrice G., Hagenlocher, Michael and Day, John W. (2021). Assessing Multi-Hazard Vulnerability and Dynamic Coastal Flood Risk in the Mississippi Delta: The Global Delta Risk Index as a Social-Ecological Systems Approach. Water, 13(4), 1-23
- Nguyen, Minh Tu, Sebesvari, Zita, Souvignet, Maxime, Bachofer, Felix, Braun, Andreas, Garschagen, Matthias, Schinkel, Ulrike, Yang, Liang Emlyn, Nguyen, Linh Hoang Khanh, Hochschild, Volker, Assmann, André and Hagenlocher, Michael (2021). Understanding and assessing flood risk in Vietnam: Current status, persisting gaps, and future directions. Journal of Flood Risk Management, 1-24
- Sudmeier-Rieux, Karen, Arce-Mojica, Teresa, Boehmer, Hans Juergen, Doswald, Nathalie, Emerton, Lucy, Friess, Dan A., Galvin, Stephen, Hagenlocher, Michael, James, Harrhy, Laban, Peter, Lacambra, Carmen, Lange, Wolfram, McAdoo, Brian G., Moos, Christiane, Mysiak, Jaroslav, Narvaez, Liliana, Nehren, Udo, Peduzzi, Pascal, Renaud, Fabrice G., Sandholz, Simone, Schreyers, Louise, Sebesvari, Zita, Tom, Twinkle, Tryanti, Annisa, van Eijk, Pieter, van Staveren, Martjin, Vicarelli, Marta and Walz, Yvonne (2021). Scientific evidence for ecosystem-based disaster risk reduction. Nature Sustainability, 1-8
- Meza, Isabel, Eyshi Rezaei, Ehsan, Siebert, Stefan, Ghazaryan, Gohar, Nouri, Hamideh, Dubovyk, Olena, Gerdener, Helena, Herbert, Claudia, Kusche, Juergen, Popat, Eklavyya, Rhyner, Jakob, Jordaan, Andries, Walz, Yvonne and Hagenlocher, Michael (2021). Drought risk for agricultural systems in South Africa: drivers, spatial patterns, and implications for drought risk management. Science of the Total Environment, 799, n/a-n/a
- Frischen, Janna, Meza, Isabel, Rupp, Daniel, Wietler, Katharina and Hagenlocher, Michael (2020). Drought Risk to Agricultural Systems in Zimbabwe: A Spatial Analysis of Hazard, Exposure, and Vulnerability. Sustainability, 12(3), 2-24
- Harb, Mostapha, Garschagen, Matthias, Cotti, Davide, Kratzschmar, Elke, Baccouche, Hayet, Ben Khaled, Karem, Bellert, Felicitas, Chebil, Bouraoui, Ben Fredj, Anis, Ayed, Sonia, Shekhar, Himanshu and Hagenlocher, Michael (2020). Integrating Data-Driven and Participatory Modeling to Simulate Future Urban Growth Scenarios: Findings from Monastir, Tunisia. Urban Science, 4(1), 1-13
- Meza, Isabel, Siebert, Stefan, Doell, Petra, Kusche, Juergen, Herbert, Claudia, Eyshi Rezaei, Ehsan, Nouri, Hamideh, Gerdener, Helena, Popat, Eklavyya, Frischen, Janna, Naumann, Gustavo, Vogt, Juergen V., Walz, Yvonne, Sebesvari, Zita and Hagenlocher, Michael (2020). Global-scale drought risk assessment for agricultural systems. Natural Hazards and Earth System Sciences (NHESS), 20, 695-712
- Anderson, Carl, Hagenlocher, Michael, Renaud, Fabrice G., Sebesvari, Zita, Cutter, Susan L. and Emrich, Christopher T. (2019). Comparing index-based vulnerability assessments in the Mississippi Delta: Implications of contrasting theories, indicators, and aggregation methodologies. International Journal of Disaster Risk Reduction, n/a-n/a
- Hagenlocher, Michael, Meza, Isabel, Anderson, Carl C., Min, Annika, Renaud, Fabrice G., Walz, Yvonne, Siebert, Stefan and Sebesvari, Zita (2019). Drought vulnerability and risk assessments: state of the art, persistent gaps, and research agenda. Environmental Research Letters, 1-23
- Harb, Mostapha, Hagenlocher, Michael, Cotti, Davide, Kratzschmar, Elke, Baccouche, Hayet, Ben Khaled, Karem, Bellert, Felicitas, Chebil, Bouraoui, Ben Fridj, Anis, Ayed, Sonia and Garschagen, Matthias (2019). Simulating Future Urban Expansion in Monastir, Tunisia, as an Input for the Development of Future Risk Scenarios. Journal for Geographic Information Science, 7(1), 3-9
- Aliperti, Giuseppe, Sandholz, Simone, Hagenlocher, Michael, Rizzi, Francesco, Frey, Marco and Garschagen, Matthias (2019). Tourism, Crisis, Disaster: An interdisciplinary Approach. Annals of Tourism Research, 79(102808), n/a-n/a
- Hagenlocher, Michael, Renaud, Fabrice G., Haas, Susanne and Sebesvari, Zita (2018). Vulnerability and risk of deltaic social-ecological systems exposed to multiple hazards. Science of the Total Environment, 631-632, 71-80
- Garschagen, Matthias and Hagenlocher, Michael (2017). Assessing and Monitoring Progress towards Risk Reduction: A Case for Indices?. INFORM Global Risk Index Results (2018), 18-19
- Breinl, Korbinian, Di Baldassarre, Giuliano, Girons Lopez, Marc, Hagenlocher, Michael, Vico, Giulia and Rutgersson, Anna (2017). Can weather generation capture precipitation patterns across different climates, spatial scales and under data scarcity?. Scientific Reports (7), 5449-n/a
- Delmelle, Eric, Hagenlocher, Michael, Kienberger, Stefan and Casas, Irene (2016). A spatial model of socioeconomic and environmental determinants of dengue fever in Cali, Colombia. Acta Tropica, 164, 169-176
- Hagenlocher, Michael, Hölbling, Daniel, Kienberger, Stefan, Vanhuysse, Sabine and Zeil, Peter (2016). Spatial assessment of social vulnerability in the context of landmines and explosive remnants of war in Battambang province, Cambodia. International Journal of Disaster Risk Reduction, 15, 148-161
- Hagenlocher, Michael, Wei, Chunzhu and Cabrera-Barona, Pablo (2016). Multiscale Evaluation of an Urban Deprivation Index: Implications for Quality of Life and Healthcare Accessibility Planning. Applied Geography, 70, 1-10
- Sebesvari, Zita, Renaud, Fabrice G., Haas, Susanne, Tessler, Zachary, Hagenlocher, Michael, Kloos, Julia, Szabo, Sylvia, Tejedor, Alejandro and Kuenzer, Claudia (2016). A review of vulnerability indicators for deltaic social–ecological systems. Sustainability Science (Special Feature), 1-16
- Wannewitz, Sabrina, Hagenlocher, Michael and Garschagen, Matthias (2016). Development and Validation of a Sub-national Multi-hazard Risk Index for the Philippines. GI_Forum 2016, 1, 133-140
Books
- Hagenlocher, Michael, Schneiderbauer, Stefan, Sebesvari, Zita, Bertram, Mathias, Renner, Kathrin, Renaud, Fabrice G., Wiley, Helen and Zebisch, Marc, Climate Risk Assesment for Ecosystem-based Adaptation: A guidebook for planners and practitioners (Bonn: Deutsche Gesellschaft für Internationale Zusammenarbeit (GIZ) GmbH, 2018).
Book Chapters
- Bellert, Felicitas, Fila, Konstanze, Thoms, Reinhard, Hagenlocher, Michael, Harb, Mostapha, Cotti, Davide, Baccouche, Hayet, Ayed, Sonia and Garschagen, Matthias, “Application of Remote Sensing and GIS for Risk Assessment in Monastir, Tunisia” in Environmental Remote Sensing and GIS in Tunisia, ed. Khebour Allouche, F. and Negm, A.M. (Cham: Springer Nature Switzerland AG, 2021), 191-210.
- Hagenlocher, Michael, Thieken, Annegret, Schneiderbauer, Stefan, Aguirre Ayerbe, Ignacio, Dobes, Pavel, Donovan, Amy, Morsut, Claudia, Paris, Nicholas, Pedoth, Lydia and Tonmoy, Fahim, “Risk Assessment” in Science for Disaster Risk Management: acting today, protecting tomorrow, ed. Casajus Valles, A., Marin Ferrer, M., Poljanšek, K. and Clark, I. (Luxembourg: Publications Office of the European Union, 2020), 54-65.
- Maini, Rishma, Murray, Virginia, Roth, Cathy, Catchpole, Mike, Ebi, Kristie L., Hagenlocher, Michael, Montesinos Guevara, Camila Margarita, Sellwood, Chloe and Yeung, Tiffany, “Biological risk: epidemics” in Science for disaster risk management 2017: knowing better and losing less, ed. Poljansek, Karmen, Marin Ferrer, Montserrat, De Groeve, T. and Clark, Ian (Luxembourg: Publications Office of the European Union, 2017), 306-335.
- Schneiderbauer, Stefan, Calliari, Elisa, Eidsvig, Unni and Hagenlocher, Michael, “The most recent view of vulnerability” in Science for disaster risk management 2017: knowing better and losing less, ed. Poljansek, Karmen, Marin Ferrer, Montserrat, De Groeve, Tom and Clark, Ian (Luxembourg: Publications Office of the European Union, 2017), 70-84.
- Garschagen, Matthias, Hagenlocher, Michael, Sabelfeld, Robert and Lee, Yew Jin, “Infrastructure as a risk factor” in World Risk Report 2016, ed. Jeschonnek, Lars, Mucke, Peter, Walter, Julia and Kirch, Lotte (Berlin: Bündnis Entwicklung Hilft (Alliance Development Works); United Nations University – Institute for Environment and Human Security (UNU-EHS), 2016), 14-21.
Conference Proceedings
- Siebert, Stefan, Cornish, Natalie, Doell, Petra, Dubovyk, Olena, Engels, Olga, Eyshi-Rezaei, Ehsan, Gerdener, Helena, Gonzalez, Javier, Graw, Valerie, Hagenlocher, Michael, Herbert, Claudia, Kusche, Juergen, Landmann, Tobias, Meza, Isabel, Nouri, Hamideh, Popat, Eklavyya and Rupp, Daniel ed. Proceedings of the GRoW Midterm Conference – Global analyses and local solutions for sustainable water resources management 2019/02/20-21 Berlin. Berlin: adelphi research gemeinnützige GmbH, 2019.
- Wannewitz, Sabrina, Hagenlocher, Michael and Garschagen, Matthias ed. GI Forum 2016: open:spatial:interfaces 2016/07/05-08 Salzburg. Salzburg: University of Salzburg, 2016.
- Hagenlocher, Michael ed. Supporting Vector-borne Disease Prevention and Control with Geo-Information 2016/02/24-25 Munich. Berlin: Herbert Wichmann Verlag, 2016.
Reports
- O',Connor, Jack, Eberle, Caitlyn, Cotti, Davide, Hagenlocher, Michael, Hassel, Jonathan, Janzen, Sally, Narvaez, Liliana, Newsom, Amy, Ortiz-Vargas, Andrea, Schuetze, Simon, Sebesvari, Zita, Sett, Dominic and Walz, Yvonne (2021). Interconnected Disaster Risks. United Nations University – Institute for Environment and Human Security (UNU-EHS).
- Hagenlocher, Michael, Cotti, Davide, Denno Cissé, Jennifer, Garschagen, Matthias, Harb, Mostapha, Kaiser, Delia, Kreft, Soenke, Reith, Jonathan, Seifert, Viktoria, Sett, Dominic and Zwick, Astrid (2020). InsuRisk Special Report on SIDS – Annex. UNU-EHS.
- Hagenlocher, Michael, Cotti, Davide, Denno Cissé, Jennifer, Garschagen, Matthias, Harb, Mostapha, Kaiser, Delia, Kreft, Soenke, Seifert, Viktoria, Sett, Dominic, Reith, Jonathan and Zwick, Astrid (2020). Disaster risk and readiness for insurance solutions in Small Island Developing States. United Nations University Institute for Environment and Human Security (UNU-EHS), Munich Climate Insurance Initiative (MCII), Ludwig-Maximilians Universität München (LMU), Federal Ministry for Economic Cooperation and Development (BMZ), Deutsche Gesellschaft für Internationale Zusammenarbeit (GIZ) GmbH, and InsuResilience Global Partnership (IGP).
- Meza, Isabel, Hagenlocher, Michael, Naumann, Gustavo, Vogt, Juergen and Frischen, Janna (2019). Drought vulnerability indicators for global-scale drought risk assessments. JRC Techinical Reports. Publications Office of the European Union.
- Hagenlocher, Michael and Garschagen, Matthias (2018). InsuRisk Assessment Tool 2018 – Annex. UNU-EHS.
- Hagenlocher, Michael and Garschagen, Mattias (2018). Disaster risk and readiness for insurance solutions: InsuRisk Assessment Report 2018. United Nations University – Institute for Environment and Human Security.
- Hagenlocher, Michael and Garschagen, Matthias (2017). InsuRisk Assessment Tool – Annex. UNU-EHS.
- Hagenlocher, Michael, Garschagen, Matthias, Klockemann, Lena, Holzhauer, Manuel and Zwick, Astrid (2017). Disaster risk and readiness for insurance solutions: A novel assessment tool for low to lower middle income countries (InsuRisk Assessment Tool). United Nations University − Institute for Environment and Human Security (UNU-EHS), Social Impact Partners (a joint venture between Munich Re & Hollard Group), Federal Ministry for Economic Cooperation and Development (BMZ) and Deutsche Gesellschaft für Internationale Zusammenarbeit (GIZ) GmbH.
- Sebesvari, Zita, Foufoula-Georgiou, Efi, Harrison, Ian, Brondizio, Eduardo, Bucx, Tom, Dearing, John A., Ganguly, Dipnarayan, Ghosh, Tuhin, Goodbred, Steven L., Hagenlocher, Michael, Hajra, Rituparna, Kuenzer, Claudia, Mansur, Andressa V., Matthews, Zoe, Nicholls, Robert J., Nilsen, Kristine, Overeem, Irina, Ramachandran, Purvaja, Rahman, Munsur Md., Ramachandran, Ramesh, Renaud, Fabrice G., Robin, R. S., Subba Reddy, Bonthu, Singh, Gulab, Szabo, Sylvia, Tessler, Zachary, van de Guchte, Cees, Vogt, Jürgen and Wilson, Carol A. (2016). Imperatives for sustainable delta futures. Brief for GSDR. Sustainable Development Knowledge Platform.
- Garschagen, Matthias, Hagenlocher, Michael, Comes, Martina, Dubbert, Mirjam, Sabelfeld, Robert, Lee, Yew Jin, Grunewald, Ludwig, Lanzendörfer, Matthias, Mucke, Peter, Neuschäfer, Oliver, Pott, Simone, Post, Joachim, Schramm, Stephanie, Schumann-Bölsche, Dorit, Vandemeulebroecke, Bruno, Welle, Torsten and Birkmann, Joern (2016). World Risk Report 2016. World Risk Report. Bündnis Entwicklung Hilft and UNU-EHS.
- Garschagen, Matthias, Hagenlocher, Michael, Kloos, Julia, Pardoe, Joanna, Lanzendörfer, Matthias, Mucke, Peter, Radtke, Katrin, Rhyner, Jakob, Walter, Bernhard, Welle, Torsten and Birkmann, Joern (2015). World Risk Report 2015. Bündnis Entwicklung Hilft and UNU-EHS.
- Hagenlocher, Michael (2013). Identifying and evaluating hotspots of climate change in the Sahel and Western Africa. SOURCE. United Nations University Institute for Environment and Human Security.
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Articles
- Taylor David, Hagenlocher Michael, Jones Anne E, Kienberger Stefan, Leedale Joseph, Morse Andrew P, 2016. Environmental change and Rift Valley fever in eastern Africa: projecting beyond HEALTHY FUTURES. Geospatial Health 11: 387.
- Hagenlocher, Michael and Castro, Marcia Caldas de, 2015. Mapping malaria risk and vulnerability in the United Republic of Tanzania: a spatial explicit model. Population Health Metrics, 13, 2.
- Lang, Stefan, Kienberger, Stefan, Tiede, Dirk, Hagenlocher, Michael and Pernkopf, Lena, 2014. Geons – domain-specific regionalization of space. Cartography and Geographic Information Science, 41 (3), 214-226.
- Hagenlocher, Michael, Lang, Stefan, Hölbling, Daniel, Tiede, Dirk and Kienberger, Stefan, 2014. Modeling hotspots of climate change in the Sahel using object-based regionalization of multi-dimensional gridded datasets. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 7 (1), 229-234.
- Kienberger, Stefan* and Hagenlocher, Michael*, 2014. Spatial-explicit modeling of social vulnerability to malaria in East Africa. International Journal of Health Geographics, 13, 29.(* equal contributors)
- Hagenlocher, Michael, Kienberger, Stefan, Lang, Stefan and Blaschke, Thomas, 2014. Implications of spatial scales and reporting units for the spatial modelling of vulnerability to vector-borne diseases. GI_Forum – Journal for Geographic Information Science, 197-206
- Hagenlocher, Michael, Delmelle, Eric, Casas, Irene and Kienberger, Stefan, 2013. Assessing socioeconomic vulnerability to dengue fever in Cali, Colombia: statistical vs expert-based modeling. International Journal of Health Geographics, 12, 36.
- Kienberger, Stefan*, Hagenlocher, Michael*, Delmelle, Eric and Casas, Irene, 2013. A WebGIS tool for visualizing and exploring socioeconomic vulnerability to dengue fever in Cali, Colombia. Geospatial Health, 8 (1): 313-316. (* equal contributors)
- Watson, Samantha, Petterson, Mike, Lang, Stefan, Kienberger, Stefan, Hagenlocher, Michael, Rudge, James, Coker, Richard, 2012. Trans-disciplinary research to improve health systems’ disaster readiness and response. Bull World Health Organ, 90 (8): 558-558A.
- Hagenlocher, Michael, Lang, Stefan and Tiede, Dirk, 2012. Integrated assessment of the environmental impact of an IDP camp in Sudan based on very high resolution multi-temporal satellite imagery. Remote Sensing of Environment, 126, 27-38.
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- World Risk Report
- Catalyzing action towards sustainability of deltaic systems with an integrated modelling framework for risk assessment (DELTAS)
- Changes in Glacier and Snowmelt runoff components in Central Asia and societal Vulnerability (GLASCA-V)
- Water Availability in Central Asia – Vulnerability to Changing Glacier and Snowmelt Runoff Contributions to Central Asian Rivers (GlaSCA)
- Identification of Priority Countries and Topics for Collaborative Disaster Risk Management in Asia and Africa (LAKARI)
- Future-oriented Vulnerability and Risk Analysis as Instrument to Support Urban Infrastructure Resilience (ZURES)
- Urban Disaster Resilience through Risk Assessment and Sustainable Planning (UD-RASP)
- A global scale tool for the characterization of droughts, the quantification of their effects on water resources, crop productivity, trade in food products and the need for international food aid (GlobeDrought)
- InsuRisk: Disaster Risk and Readiness for Insurance Solutions
- Climate Risk Assessment for Ecosystem-based Adaptation (EbA Guidebook)
- Assessment and simulation of present and future multi-hazard risk in the Marrakesh-Safi region (ARIMA)
- CLIMAFRI – Implementing Climate-sensitive Adaptation strategies to reduce Flood Risk in the transboundary Lower Mono River catchment in Togo and Benin
- Integrating Ecosystem-based Approaches into Flood Risk Management for Adaptive and Sustainable Urban Development in Central Vietnam (FloodAdaptVN)
- Understanding Systemic and Cascading Risks: Learnings From COVID-19 (CARICO)