@article{deBritoKuhlickeMarx2020, author = {de Brito, Mariana Madruga and Kuhlicke, Christian and Marx, Andreas}, title = {Near-real-time drought impact assessment}, series = {Environmental research letters}, volume = {15}, journal = {Environmental research letters}, number = {10}, publisher = {IOP Publ.}, address = {Bristol}, issn = {1748-9326}, doi = {10.1088/1748-9326/aba4ca}, pages = {11}, year = {2020}, abstract = {Contemporary drought impact assessments have been constrained due to data availability, leading to an incomplete representation of impact trends. To address this, we present a novel method for the comprehensive and near-real-time monitoring of drought socio-economic impacts based on media reports. We tested its application using the case of the exceptional 2018/19 German drought. By employing text mining techniques, 4839 impact statements were identified, relating to livestock, agriculture, forestry, fires, recreation, energy and transport sectors. An accuracy of 95.6\% was obtained for their automatic classification. Furthermore, high levels of performance in terms of spatial and temporal precision were found when validating our results against independent data (e.g. soil moisture, average precipitation, population interest in droughts, crop yield and forest fire statistics). The findings highlight the applicability of media data for rapidly and accurately monitoring the propagation of drought consequences over time and space. We anticipate our method to be used as a starting point for an impact-based early warning system.}, language = {en} } @phdthesis{Kuhlicke2008, author = {Kuhlicke, Christian}, title = {Ignorance and Vulnerability : the 2002 mulde flood in the city of Eilenburg (Saxony, Germany)}, address = {Potsdam}, pages = {207 S.: Ill., garph. Darst.}, year = {2008}, language = {en} } @phdthesis{Kuhlicke2008, author = {Kuhlicke, Christian}, title = {Ignorance and Vulnerability - The 2002 Flood in the City of Eilenburg (Saxony, Germany)}, address = {Potsdam}, pages = {207 S., : graph. Darst.}, year = {2008}, language = {en} } @misc{KuhlickeMassonKienzleretal.2020, author = {Kuhlicke, Christian and Masson, Torsten and Kienzler, Sarah and Sieg, Tobias and Thieken, Annegret and Kreibich, Heidi}, title = {Multiple flood experiences and social resilience}, series = {Zweitver{\"o}ffentlichungen der Universit{\"a}t Potsdam : Mathematisch-Naturwissenschaftliche Reihe}, journal = {Zweitver{\"o}ffentlichungen der Universit{\"a}t Potsdam : Mathematisch-Naturwissenschaftliche Reihe}, number = {1}, issn = {1866-8372}, doi = {10.25932/publishup-51650}, url = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus4-516500}, pages = {28}, year = {2020}, abstract = {Previous studies have explored the consequences of flood events for exposed households and companies by focusing on single flood events. Less is known about the consequences of experiencing repeated flood events for the resilience of households and companies. In this paper, we therefore explore how multiple floods experience affects the resilience of exposed households and companies. Resilience was made operational through individual appraisals of households and companies' ability to withstand and recover from material as well as health and psychological impacts of the 2013 flood in Germany. The paper is based on three different datasets including more than 2000 households and 300 companies that were affected by the 2013 flood. The surveys revealed that the resilience of households seems to increase, but only with regard to their subjectively appraised ability to withstand impacts on mobile goods and equipment (e.g., cars, TV, and radios). In regard to the ability of households to withstand overall financial consequences of repetitive floods, evidence for nonlinear (quadratic) trends can be found. With regard to psychological and health-related consequences, the findings are mixed but provide tentative evidence for eroding resilience among households. Companies' resilience increased with respect to material assets but appears to decrease with respect to ability to recover. We conclude by arguing that clear and operational definitions of resilience are required so that evidence-based resilience baselines can be established to assess whether resilience is eroding or improving over time.}, language = {en} } @article{KuhlickeMassonKienzleretal.2020, author = {Kuhlicke, Christian and Masson, Torsten and Kienzler, Sarah and Sieg, Tobias and Thieken, Annegret and Kreibich, Heidi}, title = {Multiple flood experiences and social resilience}, series = {Weather, Climate, and Society}, volume = {12}, journal = {Weather, Climate, and Society}, number = {1}, publisher = {American Meteorological Society}, address = {Boston}, issn = {1948-8327}, doi = {10.1175/WCAS-D-18-0069.1}, pages = {63 -- 88}, year = {2020}, abstract = {Previous studies have explored the consequences of flood events for exposed households and companies by focusing on single flood events. Less is known about the consequences of experiencing repeated flood events for the resilience of households and companies. In this paper, we therefore explore how multiple floods experience affects the resilience of exposed households and companies. Resilience was made operational through individual appraisals of households and companies' ability to withstand and recover from material as well as health and psychological impacts of the 2013 flood in Germany. The paper is based on three different datasets including more than 2000 households and 300 companies that were affected by the 2013 flood. The surveys revealed that the resilience of households seems to increase, but only with regard to their subjectively appraised ability to withstand impacts on mobile goods and equipment (e.g., cars, TV, and radios). In regard to the ability of households to withstand overall financial consequences of repetitive floods, evidence for nonlinear (quadratic) trends can be found. With regard to psychological and health-related consequences, the findings are mixed but provide tentative evidence for eroding resilience among households. Companies' resilience increased with respect to material assets but appears to decrease with respect to ability to recover. We conclude by arguing that clear and operational definitions of resilience are required so that evidence-based resilience baselines can be established to assess whether resilience is eroding or improving over time.}, language = {en} } @article{KuhlickeSeebauerHudsonetal.2020, author = {Kuhlicke, Christian and Seebauer, Sebastian and Hudson, Paul and Begg, Chloe and Bubeck, Philip and Dittmer, Cordula and Grothmann, Torsten and Heidenreich, Anna and Kreibich, Heidi and Lorenz, Daniel F. and Masson, Torsten and Reiter, Jessica and Thaler, Thomas and Thieken, Annegret and Bamberg, Sebastian}, title = {The behavioral turn in flood risk management, its assumptions and potential implications}, series = {WIREs Water}, volume = {7}, journal = {WIREs Water}, number = {3}, publisher = {Wiley-Blackwell}, address = {Hoboken}, issn = {2049-1948}, doi = {10.1002/wat2.1418}, pages = {1 -- 22}, year = {2020}, abstract = {Recent policy changes highlight the need for citizens to take adaptive actions to reduce flood-related impacts. Here, we argue that these changes represent a wider behavioral turn in flood risk management (FRM). The behavioral turn is based on three fundamental assumptions: first, that the motivations of citizens to take adaptive actions can be well understood so that these motivations can be targeted in the practice of FRM; second, that private adaptive measures and actions are effective in reducing flood risk; and third, that individuals have the capacities to implement such measures. We assess the extent to which the assumptions can be supported by empirical evidence. We do this by engaging with three intellectual catchments. We turn to research by psychologists and other behavioral scientists which focus on the sociopsychological factors which influence individual motivations (Assumption 1). We engage with economists, engineers, and quantitative risk analysts who explore the extent to which individuals can reduce flood related impacts by quantifying the effectiveness and efficiency of household-level adaptive measures (Assumption 2). We converse with human geographers and sociologists who explore the types of capacities households require to adapt to and cope with threatening events (Assumption 3). We believe that an investigation of the behavioral turn is important because if the outlined assumptions do not hold, there is a risk of creating and strengthening inequalities in FRM. Therefore, we outline the current intellectual and empirical knowledge as well as future research needs. Generally, we argue that more collaboration across intellectual catchments is needed, that future research should be more theoretically grounded and become methodologically more rigorous and at the same time focus more explicitly on the normative underpinnings of the behavioral turn.}, language = {en} } @misc{KuhlickeSeebauerHudsonetal.2020, author = {Kuhlicke, Christian and Seebauer, Sebastian and Hudson, Paul and Begg, Chloe and Bubeck, Philip and Dittmer, Cordula and Grothmann, Torsten and Heidenreich, Anna and Kreibich, Heidi and Lorenz, Daniel F. and Masson, Torsten and Reiter, Jessica and Thaler, Thomas and Thieken, Annegret and Bamberg, Sebastian}, title = {The behavioral turn in flood risk management, its assumptions and potential implications}, series = {Zweitver{\"o}ffentlichungen der Universit{\"a}t Potsdam : Mathematisch-Naturwissenschaftliche Reihe}, journal = {Zweitver{\"o}ffentlichungen der Universit{\"a}t Potsdam : Mathematisch-Naturwissenschaftliche Reihe}, number = {3}, issn = {1866-8372}, doi = {10.25932/publishup-51769}, url = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus4-517696}, pages = {24}, year = {2020}, abstract = {Recent policy changes highlight the need for citizens to take adaptive actions to reduce flood-related impacts. Here, we argue that these changes represent a wider behavioral turn in flood risk management (FRM). The behavioral turn is based on three fundamental assumptions: first, that the motivations of citizens to take adaptive actions can be well understood so that these motivations can be targeted in the practice of FRM; second, that private adaptive measures and actions are effective in reducing flood risk; and third, that individuals have the capacities to implement such measures. We assess the extent to which the assumptions can be supported by empirical evidence. We do this by engaging with three intellectual catchments. We turn to research by psychologists and other behavioral scientists which focus on the sociopsychological factors which influence individual motivations (Assumption 1). We engage with economists, engineers, and quantitative risk analysts who explore the extent to which individuals can reduce flood related impacts by quantifying the effectiveness and efficiency of household-level adaptive measures (Assumption 2). We converse with human geographers and sociologists who explore the types of capacities households require to adapt to and cope with threatening events (Assumption 3). We believe that an investigation of the behavioral turn is important because if the outlined assumptions do not hold, there is a risk of creating and strengthening inequalities in FRM. Therefore, we outline the current intellectual and empirical knowledge as well as future research needs. Generally, we argue that more collaboration across intellectual catchments is needed, that future research should be more theoretically grounded and become methodologically more rigorous and at the same time focus more explicitly on the normative underpinnings of the behavioral turn.}, language = {en} } @article{KuehnBeckerHarpkeetal.2022, author = {K{\"u}hn, Elisabeth and Becker, Marc and Harpke, Alexander and K{\"u}hn, Ingolf and Kuhlicke, Christian and Schmitt, Thomas and Settele, Josef and Musche, Martin}, title = {The benefits of counting butterflies: recommendations for a successful citizen science project}, series = {Ecology and Society}, volume = {27}, journal = {Ecology and Society}, number = {2}, publisher = {Resilience Alliance}, address = {Wolfville}, issn = {1708-3087}, doi = {10.5751/ES-12861-270238}, pages = {39}, year = {2022}, abstract = {Citizen science (CS) projects, being popular across many fields of science, have recently also become a popular tool to collect biodiversity data. Although the benefits of such projects for science and policy making are well understood, relatively little is known about the benefits participants get from these projects as well as their personal backgrounds and motivations. Furthermore, very little is known about their expectations. We here examine these aspects, with the citizen science project "German Butterfly Monitoring" as an example. A questionnaire was sent to all participants of the project and the responses to the questionnaire indicated the following: center dot Most transect walkers do not have a professional background in this field, though they do have a high educational level, and are close to retirement, with a high number of females; center dot An important motivation to join the project is to preserve the natural environment and to contribute to scientific knowledge; center dot Participants benefit by enhancing their knowledge about butterflies and especially their ability to identify different species (taxonomic knowledge); center dot Participants do not have specific expectations regarding the project beyond proper management and coordination, but have an intrinsic sense of working for a greater good. The willingness to join a project is higher if the project contributes to the solution of a problem discussed in the media (here, insect decline). Based on our findings from the analysis of the questionnaire we can derive a set of recommendations for establishing a successful CS project. These include the importance of good communication, e.g., by explaining what the (scientific) purpose of the project is and what problems are to be solved with the help of the data collected in the project. The motivation to join a CS project is mostly intrinsic and CS is a good tool to engage people during difficult times such as the COVID-19 pandemic, giving participants the feeling of doing something useful.}, language = {en} } @article{MadrugadeBritoOttoKuhlicke2021, author = {Madruga de Brito, Mariana and Otto, Danny and Kuhlicke, Christian}, title = {Tracking topics and frames regarding sustainability transformations during the onset of the COVID-19 crisis}, series = {Sustainability / Multidisciplinary Digital Publishing Institute (MDPI)}, volume = {13}, journal = {Sustainability / Multidisciplinary Digital Publishing Institute (MDPI)}, number = {19}, publisher = {MDPI}, address = {Basel}, issn = {2071-1050}, doi = {10.3390/su131911095}, pages = {19}, year = {2021}, abstract = {Many researchers and politicians believe that the COVID-19 crisis may have opened a "window of opportunity " to spur sustainability transformations. Still, evidence for such a dynamic is currently lacking. Here, we propose the linkage of "big data " and "thick data " methods for monitoring debates on transformation processes by following the COVID-19 discourse on ecological sustainability in Germany. We analysed variations in the topics discussed by applying text mining techniques to a corpus with 84,500 newspaper articles published during the first COVID-19 wave. This allowed us to attain a unique and previously inaccessible "bird's eye view " of how these topics evolved. To deepen our understanding of prominent frames, a qualitative content analysis was undertaken. Furthermore, we investigated public awareness by analysing online search behaviour. The findings show an underrepresentation of sustainability topics in the German news during the early stages of the crisis. Similarly, public awareness regarding climate change was found to be reduced. Nevertheless, by examining the newspaper data in detail, we found that the pandemic is often seen as a chance for sustainability transformations-but not without a set of challenges. Our mixed-methods approach enabled us to bridge knowledge gaps between qualitative and quantitative research by "thickening " and providing context to data-driven analyses. By monitoring whether or not the current crisis is seen as a chance for sustainability transformations, we provide insights for environmental policy in times of crisis.}, language = {en} } @article{ZingraffHamedHueeskerLuppetal.2020, author = {Zingraff-Hamed, Aude and H{\"u}esker, Frank and Lupp, Gerd and Begg, Chloe and Huang, Josh and Oen, Amy M. P. and Vojinović, Zoran and Kuhlicke, Christian and Pauleit, Stephan}, title = {Stakeholder mapping to co-create nature-based solutions}, series = {Sustainability}, volume = {12}, journal = {Sustainability}, number = {20}, publisher = {MDPI}, address = {Basel}, issn = {2071-1050}, doi = {10.3390/su12208625}, pages = {23}, year = {2020}, abstract = {Nature-based solutions (NBS) are inspired and supported by nature but designed by humans. Historically, governmental stakeholders have aimed to control nature using a top-down approach; more recently, environmental governance has shifted to collaborative planning. Polycentric governance and co-creation procedures, which include a large spectrum of stakeholders, are assumed to be more effective in the management of public goods than traditional approaches. In this context, NBS projects should benefit from strong collaborative governance models, and the European Union is facilitating and encouraging such models. While some theoretical approaches exist, setting-up the NBS co-creation process (namely co-design and co-implementation) currently relies mostly on self-organized stakeholders rather than on strategic decisions. As such, systematic methods to identify relevant stakeholders seem to be crucial to enable higher planning efficiency, reduce bottlenecks and time needed for planning, designing, and implementing NBS. In this context, this contribution is based on the analysis of 16 NBS and 359 stakeholders. Real-life constellations are compared to theoretical typologies, and a systematic stakeholder mapping method to support co-creation is presented. Rather than making one-fit-all statements about the "right" stakeholders, the contribution provides insights for those "in charge" to strategically consider who might be involved at each stage of the NBS project.}, language = {en} }