Community resilience (CR) has been studied as an indicator to measure how well a given community copes with a given disaster and provides policy directions on what aspects of the community should be improved with high priority. Although the impact of the COVID-19 has been serious all over the world and every aspect of our daily life, some countries have handled this disaster better than others. In this thesis, I aim to assess the effect of various news and Tweets collected during the COVID-19 pandemic on community functionality and resilience. First, we measure the community resilience (CR) in five different countries using Tweeter data and investigated how each country shows different trends of the CR, which is measured based on real or fake Tweets. We use Tweets generated in Australia (AUS), Singapore (SG), Republic of Korea (ROK), the United Kingdom (UK), and the United States (US) for Mar.-Nov. 2020 and measured the CR of each country and associated attributes for analyzing the overall trends. In the next step, we scrap and manually clean 4,952 full-text news articles from Jan. 2020 to Jun. 2021 and classify them into real, mixed, and fake news by fact-checking. Then we retrieve Tweets from 42,877,312 Tweets IDs from the same period and classify them into real, mixed, and fake Tweets using machine learning classifiers. We compare CR measured from news articles and Tweets based on three categories, namely, real, mixed, and fake. Based on the news articles and Tweets collected, we quantify CR based on two key factors, community wellbeing and resource distribution. We evaluate community wellbeing by assessing mental wellbeing and physical wellbeing while evaluating resource distribution by assessing economic resilience, infrastructural resilience, institutional resilience, and community capital. Based on the estimates of these two factors, we quantify CR from both news articles and Tweets and analyze the extent to which CR measured from the news articles can reflect the actual state of CR measured from Tweets. / M.S. / The COVID-19 pandemic has severely harmed every aspect of our daily lives, resulting in a slew of social problems. It is critical to accurately assess the current state of community functionality and resilience under this pandemic to recover from it successfully. To accomplish this, various types of social sensing techniques, such as Tweeting and publicly released news, have been employed to understand individuals’ and communities’ thoughts, behaviors, and attitudes during the COVID-19 pandemic. However, some portions of the released news are fake and can easily mislead the community to respond improperly to disasters like COVID-19. In this thesis, I aim to assess the effect of various news and Tweets collected during the COVID-19 pandemic on community functionality and resilience. First, we measure the community resilience (CR) in five different countries, i.e., Australia (AUS), Singapore (SG), Republic of Korea (ROK), the United Kingdom (UK), and the United States (US), for Mar.-Nov. 2020 and measured the CR of each country and associated attributes for analyzing the overall trends. In the next step, we compare CR measured from news articles and Tweets based on three categories, namely, real, mixed, and fake. We quantify CR based on two key factors, community wellbeing and resource distribution. We evaluate community wellbeing by assessing mental wellbeing and physical wellbeing while evaluating resource distribution by assessing economic resilience, infrastructural resilience, institutional resilience, and community capital.

Several calamities occur throughout the world each year, resulting in varying losses. Disasters wreak havoc on infrastructures and impair operation. They result in human deaths and injuries and stress people's mental and emotional states. These negative impacts of natural disasters induce significant economic losses, as demonstrated by the $ 423 billion loss in 2011 in Tohoku, Japan, and the $ 133 billion loss in hurricane Harvey, U.S.A. Every year, hurricanes and tropical storms result in 10,000 human deaths worldwide. To mitigate losses, communities' readiness, flexibility, and resilience must be strengthened. To this end, appropriate techniques for forecasting a community's capacity and functionality in the face of impending crises must be developed and suitable community resilience metrics and their quantification must be established. Collaboration between critical infrastructures such as power systems and emergency services and social networks is critical for building a resilient community. As a result, we require metrics that account for both the social and infrastructure aspects of the community. While the literature on critical infrastructures such as power systems discusses the effect of social factors on resilience, they do not model these social factors and metrics due to their complexity. On the other hand, it turns out that the role of critical infrastructures and some critical social characteristics is overlooked in the computational social science literature on community resilience. Thus, this dissertation presents a multi-agent socio-technical model of community resilience, taking into account the interconnection of power systems, emergency services, and social communities. We offer relevant measures for each section and describe dynamic change and its dependence on other metrics using a variety of theories and expertise from social science, psychology, electrical engineering, and emergency services. To validate the model, we used data on two hurricanes (Irma and Harvey) collected from Twitter, GoogleTrends, FEMA, power utilities, CNN, and Snopes (a fact-checking organization). We also describe methods for quantifying social metrics such as anxiety, risk perception, cooperation using social sensing, natural language processing, and text mining tools. / Doctor of Philosophy / Power systems serve social communities that consist of residential, commercial, and industrial customers. The social behavior and degree of collaboration of all stakeholders, such as consumers, prosumers, and utilities, affect the level of preparedness, mitigation, recovery, adaptability, and, thus, power system resilience. Nonetheless, the literature pays scant attention to stakeholders' social characteristics and collaborative efforts when confronted with a disaster and views the problem solely as a cyber-physical system. However, power system resilience, which is not a standalone discipline, is inherently a cyber-physical-social problem, making it complex to address. To this end, in this dissertation, we develop a socio-technical power system resilience model based on neuroscience, social science, and psychological theories and use the threshold model to simulate the behavior of power system stakeholders during a disaster. We validate our model using datasets of hurricane Harvey of Category 4 that hit Texas in August 2017 and hurricane Irma of Category 5 that made landfall in Florida in September 2017. We retrieve these datasets from Twitter and GoogleTrend and then apply natural language processing and language psychology analysis tools to deduce the social behavior of the end-users.

Extreme weather events can result in natural disasters, and climate change can cause these weather events to occur more often and with more intensity. Because of social and physical vulnerabilities, climate change and extreme weather often affect coastal communities. As climate change continues to be a factor for many coastal communities, and environmental hazards and vulnerability continue to increase, the need for adaptation may become a reality for many communities. However, very few studies have been done on the effect climate change and mitigation measures implemented in response to climate change have on a community’s adaptive capacity. This single instrumental case study will examine the effects of climate change and policy responses to climate change on the Pointe-au-Chien Indian Tribe located in Pointe aux Chenes, Louisiana, in order to discover how climate change affects the adaptive capacity of an indigenous population intricately tied to the surrounding ecosystem. This study will provide information on how the community plans to adapt to climate change, and the urban planning and hazard mitigation methods that can be used to facilitate the process. It also posits how government agencies can empower local communities to participate in mitigation planning, and provide local knowledge in order to make those plans more effective. As climate change continues to affect our coastal environments, it will continue to have an effect on our coastal communities. Understanding the strength and longevity of community adaptation in Pointe aux Chenes will help the community respond to the changes and increasing hazards in the environment. This understanding can be applied to all coastal communities facing similar challenges the world over.

A juçara (Euterpe edulis Mart.) é uma palmeira importante ecologicamente e considerada fonte de produtos valiosos culturalmente e economicamente. Há mais de duas décadas tem sido considerada ameaçada de extinção pelo corte de palmito, e atualmente surge uma nova oportunidade para reduzir sua vulnerabilidade por meio da valorização de seus frutos. Nesta pesquisa investigamos se o manejo de juçara para produção de polpa de frutos pode funcionar como catalisador da conservação da biodiversidade e da melhoria dos meios de vida das populações humanas locais. Algumas questões foram elaboradas e organizadas em quatro eixos convergentes a questão central: (I) Quais os principais aspectos socioeconômicos e práticas de manejo de E. edulis para produção de polpa nas áreas de estudo? Qual o potencial da atividade para o fortalecimento local e conservação da espécie? (II) Como varia a composição e a estrutura florestal ao longo de gradientes de manejo e altitude? Quais as espécies vegetais nativas mais valorizadas por estas comunidades locais? (III) Como a produção e a colheita de frutos variam através de diferentes sistemas de manejo ao longo dos anos? Quais os principais fatores que explicam essa variação? (IV) De que maneira o manejo de frutos de juçara afeta sua dinâmica populacional? Qual a taxa máxima sustentável de remoção de frutos? Quais as estratégias de manejo sustentável recomendada para diferentes condições? Para isso, foi realizado o monitoramento de populações de E. edulis em áreas manejadas por quatro populações humanas que habitam o entorno e interior do Parque Estadual da Serra do Mar (PESM), Núcleos Santa Virgínia e Picinguaba, nos municípios de Natividade da Serra e Ubatuba, SP. Também amostramos populações de E. edulis em áreas de proteção integral no interior do PESM, entrevistamos os moradores de cada comunidade local, assim como usamos dados de fontes secundárias sobre a vegetação do PESM e sobre a atividade de manejo da juçara nos últimos anos. Verificamos que existe uma nova possibilidade de trabalho e renda nas comunidades, inclusive para mulheres e jovens, possibilitando diversificação da economia local. As práticas não destrutivas de colheita dos frutos e as características do sistema reprodutivo da espécie não implicam em severas consequências ecológicas adversas, permitindo considerar o potencial de conservação circa situm, principalmente diante as mudanças climáticas e pressão do mercado de palmito. A diversidade arbórea reduziu localmente com o aumento da intensidade de manejo agroflorestal, mas permite a manutenção de espécies arbóreas de interesse para a conservação, além de proporcionar sustento às famílias dos produtores. As práticas de manejo realizadas nos sistemas agroflorestais tradicionais podem favorecer a manutenção do conhecimento ecológico local, além de aumenta a produtividade de frutos e reduzir a variação interanual da frutificação. A colheita de frutos de juçara em si não representa prejuízos em termos populacionais. Sendo o novo manejo de juçara uma das estratégias recomendadas para manter a viabilidade das populações em longo prazo, desde que o corte de palmito seja controlado e a regeneração seja promovida. / Juçara (Euterpe edulis Mart.) is a palm source of various culturally and economically valued products. It has been considered threatened of extinction for more than two decades. The simple opposition between strategies to obtain its different products arises a new opportunity to reduce its vulnerability. In this research we investigated if the management for fruit production could act as a catalyst to biodiversity conservation and local livelihood improvement. Some questions were elaborated and organized into four axes convergent to the central question: (I) How do the management systems of E. edulis for fruit production are characterized at the study area? Which is the activity potential to improve local livelihoods? (II) How does the forest structure and composition vary along management and altitude gradients? What native plant species are most valued by these communities? (III) How do fruit production and harvest vary through different management systems along different years? What are the main factors explaining such variation? (IV) How do juçara management for fruit production affect its population dynamics? What is the maximum sustainable rate of fruit removal? Which sustainable management strategies are recommended for different conditions? We built empirical evidences through monitoring E. edulis populations managed by four local human populations living around and inside Parque Estadual da Serra do Mar (PESM), Nuclei Santa Virgínia and Picinguaba. We also sampled E. edulis populations in strictly protected areas inside PESM, as well as used secondary data about juçara management activities in the last years. The opportunity for work and income, inclusive for women and young people, the stimulus for social organization, production diversification, among other aspects recorded in this study promote community resilience in the face of political and economic change. Juçara fruit harvest allows frugivorous foraging and indicates the potential for in situ and circa situm conservation approach, mainly in the face of climate change and market pressure for palm heart. Arboreal diversity reduced locally with increasing agroforesty management intensity, which in turn raised diversity at the landscape level. Management practices, performed at the traditional agroforestry systems, could strengthen local cognitive systems, enhance fruit productivity and reduce fruiting inter annual variation. Juçara fruit harvest benefits recruitment and could even induce population increase at the long term. Neverheless, other factors affected negatively affected the population negatively. The protection of adult palms for fruit harvest is one of the recommended strategies to keep population viability in the long term and could function as in situ and circa situm conservation strategies.

A juçara (Euterpe edulis Mart.) é uma palmeira importante ecologicamente e considerada fonte de produtos valiosos culturalmente e economicamente. Há mais de duas décadas tem sido considerada ameaçada de extinção pelo corte de palmito, e atualmente surge uma nova oportunidade para reduzir sua vulnerabilidade por meio da valorização de seus frutos. Nesta pesquisa investigamos se o manejo de juçara para produção de polpa de frutos pode funcionar como catalisador da conservação da biodiversidade e da melhoria dos meios de vida das populações humanas locais. Algumas questões foram elaboradas e organizadas em quatro eixos convergentes a questão central: (I) Quais os principais aspectos socioeconômicos e práticas de manejo de E. edulis para produção de polpa nas áreas de estudo? Qual o potencial da atividade para o fortalecimento local e conservação da espécie? (II) Como varia a composição e a estrutura florestal ao longo de gradientes de manejo e altitude? Quais as espécies vegetais nativas mais valorizadas por estas comunidades locais? (III) Como a produção e a colheita de frutos variam através de diferentes sistemas de manejo ao longo dos anos? Quais os principais fatores que explicam essa variação? (IV) De que maneira o manejo de frutos de juçara afeta sua dinâmica populacional? Qual a taxa máxima sustentável de remoção de frutos? Quais as estratégias de manejo sustentável recomendada para diferentes condições? Para isso, foi realizado o monitoramento de populações de E. edulis em áreas manejadas por quatro populações humanas que habitam o entorno e interior do Parque Estadual da Serra do Mar (PESM), Núcleos Santa Virgínia e Picinguaba, nos municípios de Natividade da Serra e Ubatuba, SP. Também amostramos populações de E. edulis em áreas de proteção integral no interior do PESM, entrevistamos os moradores de cada comunidade local, assim como usamos dados de fontes secundárias sobre a vegetação do PESM e sobre a atividade de manejo da juçara nos últimos anos. Verificamos que existe uma nova possibilidade de trabalho e renda nas comunidades, inclusive para mulheres e jovens, possibilitando diversificação da economia local. As práticas não destrutivas de colheita dos frutos e as características do sistema reprodutivo da espécie não implicam em severas consequências ecológicas adversas, permitindo considerar o potencial de conservação circa situm, principalmente diante as mudanças climáticas e pressão do mercado de palmito. A diversidade arbórea reduziu localmente com o aumento da intensidade de manejo agroflorestal, mas permite a manutenção de espécies arbóreas de interesse para a conservação, além de proporcionar sustento às famílias dos produtores. As práticas de manejo realizadas nos sistemas agroflorestais tradicionais podem favorecer a manutenção do conhecimento ecológico local, além de aumenta a produtividade de frutos e reduzir a variação interanual da frutificação. A colheita de frutos de juçara em si não representa prejuízos em termos populacionais. Sendo o novo manejo de juçara uma das estratégias recomendadas para manter a viabilidade das populações em longo prazo, desde que o corte de palmito seja controlado e a regeneração seja promovida. / Juçara (Euterpe edulis Mart.) is a palm source of various culturally and economically valued products. It has been considered threatened of extinction for more than two decades. The simple opposition between strategies to obtain its different products arises a new opportunity to reduce its vulnerability. In this research we investigated if the management for fruit production could act as a catalyst to biodiversity conservation and local livelihood improvement. Some questions were elaborated and organized into four axes convergent to the central question: (I) How do the management systems of E. edulis for fruit production are characterized at the study area? Which is the activity potential to improve local livelihoods? (II) How does the forest structure and composition vary along management and altitude gradients? What native plant species are most valued by these communities? (III) How do fruit production and harvest vary through different management systems along different years? What are the main factors explaining such variation? (IV) How do juçara management for fruit production affect its population dynamics? What is the maximum sustainable rate of fruit removal? Which sustainable management strategies are recommended for different conditions? We built empirical evidences through monitoring E. edulis populations managed by four local human populations living around and inside Parque Estadual da Serra do Mar (PESM), Nuclei Santa Virgínia and Picinguaba. We also sampled E. edulis populations in strictly protected areas inside PESM, as well as used secondary data about juçara management activities in the last years. The opportunity for work and income, inclusive for women and young people, the stimulus for social organization, production diversification, among other aspects recorded in this study promote community resilience in the face of political and economic change. Juçara fruit harvest allows frugivorous foraging and indicates the potential for in situ and circa situm conservation approach, mainly in the face of climate change and market pressure for palm heart. Arboreal diversity reduced locally with increasing agroforesty management intensity, which in turn raised diversity at the landscape level. Management practices, performed at the traditional agroforestry systems, could strengthen local cognitive systems, enhance fruit productivity and reduce fruiting inter annual variation. Juçara fruit harvest benefits recruitment and could even induce population increase at the long term. Neverheless, other factors affected negatively affected the population negatively. The protection of adult palms for fruit harvest is one of the recommended strategies to keep population viability in the long term and could function as in situ and circa situm conservation strategies.

The aim of the project is to create eudaimonic environment in the framework of existing city blocks of Husovice in Brno. Simple interventions and minimal means are used to create environment which allows it´s inhabitants to live complex and fulfilled lives.

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An all-of-society approach is foundational for increasing disaster resilience and creating adaptive capacity in the face of disasters and climate change. Youth participation within disaster risk reduction (DRR) and disaster risk management (DRM) is an inclusive strategy to engage youth in an all-of-society approach. While this is an emerging and fast-growing area of study, ingraining social inclusion in practice is slow. Through a series of four articles, this dissertation describes two separate qualitative studies exploring youth participation in DRR and DRM through the youth perspective. Participatory research methodologies dismantle power dynamics inherent in traditional research, and they are well-suited for research on youth participation. As such, our first study used Photovoice methodology to explore youth perceptions of youth capabilities in disasters, and to understand their experiences of the COVID-19 pandemic. Examples of youth participation initiatives in DRR are scattered, necessitating exploration of the process of participation in diverse contexts and types of disaster events. We conducted the second study using case study methodology to explore facilitators of - and barriers to - youth contributions towards DRR efforts in the context of local flooding, tornado, and pandemic events in Ottawa, Ontario, Canada. This dissertation provides insight on how to promote youth resilience, capacity, and strengths in disasters. Based on these findings, we argue that a paradigm shift in DRR towards an asset-based approach is essential to implement youth participation in practice. An asset-based approach aligns with the capability-oriented worldview in youth participation literature and theories. The complexity arises in attempting to apply asset-based lessons from the literature into the traditionally needs-based orientation of DRR policy and DRM practice. More research is needed to document youth actions in DRR and to determine asset indicators to evaluate implementation efforts. This dissertation begins an important conversation around applying an asset-based approach to youth participation in DRR through the perspectives of youth.