Climate-related Hazards Research Articles

Enhancing Sustainable Communities through the Protection of Natural Buffer Zones

Certain regions within Middle Eastern countries are vulnerable to climate-related hazards, including floods and dust storms, resulting in adverse consequences for these nations and hindering the sustainable development of urban communities. The preservation and development of natural buffer zones, such as green spaces and surface waters, offer nature-based solutions to shield urban areas from the impacts of these hazards. This article examines the significance and legal protection of these buffer zones and concludes that, despite their effectiveness in mitigating floods and dust storms, natural buffer zones have not received distinct recognition as protective zones for urban areas in international and national legal frameworks. The study recommends the integration of natural buffer zones preservation and development into national and regional urban planning and disaster risk management policies and strategies, highlighting their role as nature-based solutions for enhancing urban sustainability in the Middle East, especially Iran.

Impact of Climate Change on Mental Health Among Vulnerable Groups: A Systematic Literature Review

Objective: This study aims to explore the impact of climate change on mental health among vulnerable groups, including low-income populations, Indigenous communities, children, women, and the elderly, to highlight their unique vulnerabilities and mental health outcomes. This aligns with the United Nations' Sustainable Development Goals (SDGs), particularly SDG 3 (Good Health and Well-being) and SDG 13 (Climate Action), addressing the need for climate resilience and mental health equity. Theoretical Framework: The research is grounded in social vulnerability theory, emphasizing how structural inequalities exacerbate the impact of climate change on mental health. The framework integrates psychological theories of eco-anxiety and solastalgia, which explain the mental distress caused by environmental changes. Method: A systematic literature review was conducted using the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) methodology. This involved a comprehensive search of academic databases, screening studies, and qualitatively synthesizing data from 35 peer-reviewed articles published between 2000 and 2023. Results and Discussion: Findings reveal that climate change exacerbates mental health issues such as anxiety, depression, and PTSD among vulnerable groups due to their limited adaptive capacity and exposure to climate-related hazards. Vulnerable communities, including Indigenous groups and low-income populations, experience heightened psychological impacts such as eco-anxiety and solastalgia. The results underscore the importance of integrating mental health considerations into climate adaptation policies and developing targeted interventions to enhance resilience among these populations. This study also supports global efforts toward achieving SDG 10 (Reduced Inequalities) and SDG 11 (Sustainable Cities and Communities). Research Implication: The study suggests the need for comprehensive and equitable mental health strategies that prioritize vulnerable groups in climate change adaptation planning. Policymakers must consider social equity and community-based approaches to mitigate the mental health impacts of climate change. Originality/Value: This review uniquely addresses the intersection of climate change and mental health within marginalized populations, emphasizing the need for mental health integration in climate adaptation frameworks. The study highlights the underexplored psychological dimensions of climate change, providing valuable insights for developing inclusive and sustainable adaptation strategies. sustainability

Centering and uplifting youth voice in planning for a more resilient climate future in rural Colorado: a case study of a student resilience team asking for change

Rural communities are increasingly facing challenges from climate-related natural hazards such as drought, wildfire, and flood. These cascading hazards threaten social, emotional, physical, and economic well-being, and pose unique challenges to rural areas which may already struggle to find enough resources. Yet, rural areas are rich in social capital, creativity, and resilience, and future leaders are learning how to build agency and increase their community’s resilience in school settings. Students in Estes Park, Colorado, have experienced major climate-fueled hazards in their lifetimes, surviving the floods in 2013 and the East Troublesome and Cameron Peak wildfires in 2020. At Estes Park Middle School, the Environmental Resilience Team (ERT) is an afterschool group of students who are actively participating in promoting public awareness, mitigation, and policy-making to increase resilience to natural hazards. Supported by the Hazard, Education, Awareness, and Resilience Task Force (HEART Force) Program, a comprehensive curriculum that immerses students in the study of their community’s resilience to floods and fires, in conjunction with the Earth Force Environmental Civic Action resources, students and educators gained the tools needed to spearhead community discussions on resilience, all while striving to mitigate and minimize future risks. In this paper, we tell the story of the Environmental Resilience Team’s campaign to pass statewide legislation to implement Wildland Urban Interface (WUI) Building Codes in high-risk areas. Students visited the Colorado State Capitol, met with their State Senator and Governor to lobby for the passage of the bill. This initiative builds upon years of action projects, including service projects to mitigate fire risk in vulnerable populations within the mountain town of Estes Park and build community education and awareness through the distribution of “go-bags” to community members. By including youth voice in public decision-making and planning for climate resilience, community leaders and policymakers can develop more holistic plans that include multigenerational input. This research is part of a broader study across implementations of HEART Force in several classrooms that showed that the HEART Force program helped students develop a sense of agency and grow in their understanding of community resilience.

Designing nature to be a solution for climate change in cities: A meta-analysis

Nature-based solutions (NbS) are designed as a win-win strategy to address societal challenges while providing biodiversity, social, and economic benefits. However, uncertainties and gaps persist, particularly regarding the criteria that define a NbS measure and the specific requirements for a solution to be fully recognized as such, which limit the full potential of these strategies in practice. Another persistent issue is the lack of data on strategy responses across different implementation scales (local, city, regional) and climatic zones (temperate, arid, tropical). This article provides an overview of the potential of NbS to promote climate adaptation in cities. Our meta-analysis, which compiled 7163 records from 89 articles worldwide, indicates that integrating NbS strategies with traditional approaches (gray infrastructure and sustainable technologies) is the most effective response to concurrently address multiple climate-related hazards. Flooding had the highest impact at 35.7 %, followed by increased runoff at 30.5 %. Peak flow and water pollution both had an impact of 10.3 %, while temperature increase accounted for 5.7 %, and decreases in thermal comfort made up 5.0 %. We concluded that all evaluated strategies reduced the impact of climate-related hazards, but this reduction was twice as large when incorporating NbS (18.6 % vs 8.1 %). We also demonstrate that this effect is observed under projected climate scenarios, reinforcing the role of NbS in making cities more resilient and sustainable.

Enabling data linkages for rare diseases in a resilient environment with the SERDIF framework

Environmental factors amplified by climate change contribute significantly to the global burden of disease, disproportionately impacting vulnerable populations, such as individuals with rare diseases. Researchers require innovative, dynamic data linkage methods to enable the development of risk prediction models, particularly for diseases like vasculitis with unknown aetiology but potential environmental triggers. In response, we present the Semantic Environmental and Rare Disease Data Integration Framework (SERDIF). SERDIF was evaluated with researchers studying climate-related health hazards of vasculitis disease activity across European countries (NP1 = 10, NP2 = 17, NP3 = 23). Usability metrics consistently improved, indicating SERDIF’s effectiveness in linking complex environmental and health datasets. Furthermore, SERDIF-enabled epidemiologists to study environmental factors in a pregnancy cohort in Lombardy, showcasing its versatility beyond rare diseases. This framework offers for the first time a user-friendly, FAIR-compliant design for environment-health data linkage with export capabilities enabling data analysis to mitigate health risks posed by climate change.

A novel multi-hazard risk assessment framework for coastal cities under climate change

Coastal cities, as centres of human habitation, economic activity and biodiversity, are confronting the ever-escalating challenges posed by climate change. In this work, a novel Multi-Hazard Risk Assessment framework is presented with the focus on Coastal City Living Labs. The methodology provides a comprehensive assessment of climate-related hazards, including sea-level rise, coastal flooding, coastal erosion, land flooding, heavy precipitation, extreme temperatures, heatwaves, cold spells, landslides and strong winds. Its application is illustrated through a case study: the Coastal City Living Lab of Benidorm, Spain. The methodology incorporates remote sensing data from various satellite sources, such as ERA5, Urban Atlas and MERIT DEM, to evaluate multiple hazards through a systematic and standardized indicator-based approach, offering a holistic risk profile that allows for comparison with other European coastal cities. The integration of remote sensing data enhances the accuracy and resolution of hazard indicators, providing detailed insights into the spatiotemporal dynamics of climate risks. The incorporation of local expertise through the Coastal City Living Lab concept enriches data collection and ensures context-specific adequacy. The integration of local studies and historical extreme climate events enhances the validity and context of the risk indicators. The findings align with regional trends and reveal specific vulnerabilities, particularly related to heatwaves, heavy rainfall, and coastal flooding. Despite its strengths, the MHRA methodology faces limitations, including reliance on outdated datasets and the complexity of integrating multiple hazards. Continuous updates and adaptive management strategies are essential to maintain the accuracy and relevance of risk assessments. The broader implications of the methodology for global coastal cities highlight its potential as a model for developing targeted adaptation strategies.

Mapping vulnerability to climate-related hazards to inform local authority action in adaptation: A feasibility study

BackgroundLocal authorities have a crucial role in building community resilience to the health effects of a changing climate. Support in achieving local action can be provided through improving available public health intelligence to inform decision making. We aimed to co-develop with a local authority a tool mapping vulnerability to climate related hazards. MethodsWe conducted a feasibility study, exploring through stakeholder engagement local priorities and levers for action in adaptation that could be informed by provision of increased intelligence. This informed co-development of a proof-of-concept tool. ResultsStakeholders reported needs in better understanding the intersection between vulnerability and hazard to facilitate partnership working, decision making, and targeting of interventions. We developed a mapping tool, using nationally available data, overlaying a vulnerability index with hazard (heat and flooding) exposure. ConclusionsMapping tools are feasible methods by which public health intelligence to support climate change adaptation planning can be shared. Barriers to action may result from the complexity of vulnerability, concerns of unintended consequences, and resource constraints. Co-development with local expertise is necessary to ensure that outputs add value to local response. This tool will now be piloted to gather feedback on useability, usefulness, and potential improvements.

Assessing the impact of the 2021 flood event on the archaeological heritage of the Rhineland (Germany)

BackgroundArchaeological sites are increasingly threatened by climate-related hazards. In response, heritage management authorities initiated projects to document damage and plan risk assessment measures. We present a project initiated after the heavy rainfall and subsequent flood event of July 2021, which involved extensive fieldwork to document the damage to archaeological sites in the Rhineland. We use this database to characterise and assess the damage and investigate site-specific and geospatial factors to identify potential predictive parameters for site damage.ResultsDuring fieldwork, we found that the flood damaged 19% of the 538 archaeological sites surveyed. The majority of damaged sites are relatively recent, dating from the medieval or modern periods, and are associated with the use of water power. Damage was mainly caused by erosion, floating debris and washout, e.g. mortar. In a case study, we tested the option of comparing pre- and post-disaster Airborne Laser Scanning elevation data to identify damages. It showed that not only the damage detected during fieldwork was found but also additional areas of loss. In general, however, and quantified based on the entire dataset, the ordnance survey Airborne Laser Scanning data were of limited use for monitoring flood-related damage and could not replace fieldwork. Our statistical analysis of possible risk factors, including both site characteristics and geospatial parameters, using Naïve Bayes Modelling and chi-squared tests, showed that no set of parameters could consistently predict the preservation or damage of archaeological sites across all catchments. In contrast, some external geospatial factors correlated with the occurrence of damage.ConclusionsThe study highlights both the strengths and limitations of the approaches used to assess and predict the damage to the archaeological heritage in the 2021 flood zones of the Rhineland. It also demonstrates the complexity of the data and spatial processes involved, which limits generalisation but can still inform decision-making for archaeological site management and on-site protection measures in flood-prone areas. With the prospect of more frequent heavy rainfall due to climate change, the specific needs of the archaeological heritage should be integrated into broader prevention and disaster management plans.

Exploring the relationship between climate change events and migration decisions: Evidence from a choice experiment in Bangladesh

Bangladesh is a low-lying deltaic nation with high vulnerability to climate-related hazards. Hatiya Island is located in Southern Bangladesh, and residents rely significantly on fishing and agriculture for their livelihoods. However, the island's primary production systems face a threat from intense and frequent sudden onset environmental hazards such as river erosion, cyclones, and flooding, as well as slow onset environmental hazards like saline intrusion, tidal inundation, and rising temperatures. Little is known about the effect sudden onset and slow onset hazards have on the migration patterns of Hatiya's residents. The aim of this study is to investigate the relationship between climatic events and the migration decisions of residents on Hatiya Island. To explore this link, we collected empirical data from 337 respondents on Hatiya Island using a choice experiment survey. The five attributes were used to construct migration scenarios, including climate events at Hatiya Island, the distance of migration, the migration type, the social network at the potential destination, and the difference in income between Hatiya Island and the potential destination. The findings from the mixed logit model indicated that climate events at Hatiya, migration distance, and income gap affected residents' migration decisions. Extreme slow onset change and extreme sudden onset change were less likely to induce migration compared to the moderate level of slow and sudden onset change. However, residents were more likely to migrate as the income difference between Hatiya and the prospective destination increased. Residents were willing to migrate at a 9.4 % increase in income for extreme sudden onset change, while residents required a 14.19 % increase in income to migrate in response to extreme slow onset change. As such, policies are needed to support migrants in receiving areas through improved social protection systems, to support migrant-sending households' transformative adaptation in origin areas, and to bolster community-driven adaptation initiatives in Hatiya. The findings from this study can contribute to the existing literature on the relationship between environmental hazards and mobility and inform policymakers on how to design policies that support vulnerable populations.

Mapping Climate-Related Hazards along Migration Routes: A Mixed Methods Study of Hypertensive Syrian and Iraqi Refugees Resettled in San Diego, California.

Mapping Climate-Related Hazards along Migration Routes: A Mixed Methods Study of Hypertensive Syrian and Iraqi Refugees Resettled in San Diego, California.

Climate change and marine cargo insurance - A global survey of insurers' perceptions

The increasing frequency of climate-related hazards poses a significant risk to supply chains and marine insurance companies, which are already grappling with complex and interdependent global operations. Through a survey, this research examines the perceptions of an international cohort of marine insurers regarding their organization's participation in the Supply Chain Risk Management (SCRM) framework for climate change. In addition, the influence of respondents' experience levels and the World Bank's country classifications by income level are investigated. A repeated measures analysis of variance (ANOVA) is conducted to examine the effect of the SCRM framework's steps on perception, revealing significant variations among the steps and identifying gaps for improvement. While experience levels do not significantly affect involvement in the SCRM framework, distinct patterns emerge within each experience group, highlighting nuanced risk management practices. Comparing perceptions across World Bank income level categories reveals that higher country income levels generally correlate with higher average perception scores, indicating a potential association with greater awareness and management of climate change risks. The research also highlights the need for comprehensive involvement in all steps of the SCRM framework. Addressing climate change and building resilient supply chains requires a multi-faceted approach that includes enhanced risk management practices, and to this end, the authors' present areas for future research.

Application of coastal hazard index to advance nature based protection for coastal communities in the small islands

In the face of rising the seas, relying solely on seawalls and other reinforced coastlines is unsustainable due to the high costs associated with their construction and upkeep and unforeseen effects on habitats. Restoring and conserving coastal habitats can be more affordable, long-term solutions for protecting the coast. Yet, basic knowledge about where, how, and for whom habitats decrease the risk of coastal disasters is typically lacking from decision-makers. This study investigates how climate change may affect coastal areas and how natural coastal habitats may help protect them. We studied two small tropical islands, Bintan and Seribu Islands, Indonesia. The research applied the InVEST Coastal Vulnerability model to calculate the hazard index. To assess the effect on the vulnerable population, a grid system for the coastal population was created and overlaid with the hazard index. The comprehensive analysis indicates that if the coastal habitat is lost in the future, Bintan and Seribu Islands will face a severe threat from rising sea levels, with 96% and 63% of the inhabitants being highly exposed to climate hazards. Furthermore, the model shows that preserving natural coastal habitats by 2040 could help protect approximately 104 and 17 km of coastline areas in Bintan and Seribu Islands, respectively. Ecosystems offer safeguards to certain thinly inhabited, distant coastal villages, certain of those with a large, vulnerable population. Thus, this study highlights that natural coastal habitat is essential in climate change adaptation. Enhancing and safeguarding these natural habitats is crucial for mitigating climate-related hazards and ensuring community resilience.

Climate challenges for event management: a research agenda

ABSTRACT This research note examines the impacts of human-induced climate change on events. It discusses the increasing vulnerability of these events to climate-related hazards and risks, such as extreme heat, warmer winters, rain/flooding, severe storms, wildfires/bushfires, and their subsequent impacts on event viability and sustainability. Through empirical examples, it illustrates how climate change is already affecting various events worldwide, proposes a framework for assessing the climate vulnerability of events (including exposure and sensitivity to climate hazards as well as adaptive capacity), and discusses potential structural and physical, social, and institutional adaptation strategies. It then draws some conclusions on enhancing event and festival resilience to climate change. Finally, it highlights the urgent need for proactive measures to address climate risks in event planning and management, underscoring the critical importance of integrating climate change considerations into event planning, by presenting a research agenda.

Beyond coastal hazards: A comprehensive methodology for the assessment of climate-related hazards in European coastal cities

As climate change intensifies, European coastal cities face escalating risks from multiple climate-related hazards. Addressing these challenges requires capturing the multifaceted nature of climate risks adequately. This paper presents a novel multi-hazard risk assessment methodology for European coastal cities, which integrates indicators of hazard, exposure, sensitivity, and adaptive capacity. It advances beyond existing models by incorporating a wide array of climate-related hazards and significant indicators. Applied to six diverse coastal cities across different climatic zones and urbanization levels, the methodology proves robust and versatile, offering a comprehensive approach to understanding climate risks. Findings reveal that Varna has the lowest hazard score compared to other cities. Cork and Viana do Castelo are significantly affected by coastal hazards, while La Spezia exhibits very low coastal hazard scores but high land hazard scores. The exposure component ranges between medium and low values, with a maximum in Klaipeda and a minimum in Viana do Castelo. In terms of vulnerability, Viana do Castelo and Bergen stand out, while Cork exhibits the lowest score. Finally, risk presents a balanced landscape, where cities with the highest scores in hazard and exposure also exhibit the lowest levels of vulnerability and vice versa. The discussion on policy implications advocates for participatory resilience-building, leveraging new technologies and non-traditional indicators to enhance urban adaptive capacity. The granularity and specificity inherent to the proposed methodology offer a tool to compare and identify high-risk cities systematically, allowing for a more informed and targeted approach to resilience building and strategic allocation of often limited resources.

Heterogeneous Trajectories in Post-Disaster Drug Use Across Different Race/Ethnicity and Income Strata: Focus on Natural Hazards During COVID-19.

During the COVID-19 pandemic, climate-related natural hazards, such as wildfires, storms/hurricanes, and others (e.g., earthquakes, tornadoes), further disrupted the normal functioning of US residents. The co-occurrence of natural disasters and COVID-19 created unprecedentedly elevated levels of stress, especially to the racial/ethnic minorities and lower-income households. This study examines how natural disasters related to recreational drug use during COVID-19 and whether the relation is heterogeneous across different subgroups categorized by race/ethnicity and household income. This study used the data from the biweekly online surveys of the Understanding America Study (UAS) and analyzed the drug use behaviors of 966 US adults between April 29 and December 31, 2020. This study found that middle-income adults (household income ranging from $50,000 to $149,999), serving as the reference group, generally exhibited a significant reduction in drug consumption during or after disaster events. However, compared to the middle-income group, White and Black adults with household income lower than $50,000 showed 142% and 88% more frequent drug use when experiencing storms/hurricanes. This disparity widened in the following weeks. Additionally, lower-income Hispanics showed 74% more frequent drug use compared to the middle-income group in the weeks following wildfire incidents. The study's findings shed light on the risk of drug misuse during the co-occurrence of climate and public health crises, emphasizing the disproportionate risk among lower-income racial/ethnic minorities amid the pandemic and natural disasters.

Resilient Transportation Systems: Strategies for Mitigating Climate Change Impacts and Enhancing Infrastructure Stability

The transportation sector plays a crucial role in both contributing to climate change and facing its impacts. As extreme weather events become more frequent and severe, transportation infrastructure is increasingly vulnerable to disruptions, posing significant challenges to mobility, safety, and economic stability. strategies for building resilient transportation systems capable of mitigating climate change impacts and enhancing infrastructure stability. Drawing on interdisciplinary research and real-world case studies, this paper explores a range of resilience-enhancing measures applicable to various modes of transportation, including roads, bridges, railways, ports, and airports. These measures encompass both physical infrastructure improvements and operational strategies aimed at reducing vulnerability, enhancing adaptability, and ensuring continuity of service in the face of climate-related hazards.

Design of a Socially Inclusive Climate Risk Transfer Mechanism: A Case Study in La Guajira, Colombia

The primary aim of this study was to develop a model of a socially inclusive climate risk insurance (CRI) mechanism based on the differential risk transfer approach. This study focused on the department of La Guajira, Colombia, as a case study. La Guajira is the department in Colombia that, due to its critical disaster risk conditions, presents the adequate configuration for implementing a climate risk transfer mechanism. The article starts by analyzing risk conditions by using secondary data. Based on fieldwork, this research explored the perspectives of the most vulnerable sectors in La Guajira Department on the socioeconomic impacts and needs they experience regarding climate-related hazards, their adaptive measures for risk reduction, and their willingness to adopt CRI. This represents the fundamental input for the formulation of the CRI model. Consequently, this research proposed an operational structure as input for future implementations of the model. The results indicate that national and local disaster risk management public policies align with the sectors’ needs and priorities. Strengthening sectoral associations can enhance representation in CRI projects. In-kind indemnization is preferred for women entrepreneurs and the indigenous community. The CRI model includes a risk pool through the family compensation fund of La Guajira as a sectoral agglomerator, with contingent credit and traditional/parametric insurance. The methodology developed in this study can be applied in different contexts worldwide as a guidance for informing national and international climate risk finance initiatives.

Impact of climate change on major floods flowing into the Georges River estuary, Australia

Coastal flooding induced by storm surges and heavy rainfall is one of the most frequent climate-related natural hazards along the southeast Australian coast, home to more than 55% of the Australian population. Flooding in this densely populated region is a threat to public safety, coastal infrastructure, ecological systems and the economy. Although climate change is expected to cause an increase in major floods, few studies have quantified the potential changes in flood severity. This study quantifies the changes in flood peak discharge flowing to the Georges River estuary in Australia due to climate-change. An event-based hydrological model, Watershed Bounded Network Model (WBNM), was used to predict flood discharge. This hydrological model was forced by rainfall data obtained from the New South Wales and Australian Capital Territory Regional Climate Modelling Project version 1.5 (NARCliM1.5) for both historical and the Representative Concentration Pathway 8.5 (RCP8.5) conditions. Model calibration for the floods of March 1978 and March 2022 achieved a general agreement between the predicted and observed hydrographs, with an overall average 14% error in the peak values, further demonstrating that the modelling approach is generally reliable in projections of flood severity. Using high resolution climate model projections, the present study observed an increase of 22% in the model ensemble average from historical conditions to the RCP8.5 scenario for the 20-year average recurrence interval (ARI) 24 h extreme rainfall. This heightened extreme rainfall consequently resulted in the changes in flood discharge with an average rise of 55%. This study provides specific assessment of climate-generated risks for densely-populated regions, especially those on Australian east coast. Global studies have suggested that extreme precipitation events will increase under climate change. This study supports and enhances these assertions by using high resolution downscaling to quantify the specific changes within a large catchment.

Addressing non-economic loss and damage: learning from autonomous responses in Bangladesh

People in the Majority World disproportionately experience Loss and Damage (L&D) related to climate change. Policymakers and researchers are exploring ways to address L&D. However, significant knowledge gaps remain, including how to address what has been termed Non-Economic Loss and Damage (NELD). We contribute to filling this knowledge gap by analysing the NELD people are experiencing and by exploring autonomous responses to these impacts. This study took place in two regions of Bangladesh: the southwestern Shyamnagar Upazila and the northcentral Durgapur Upazila. We find that people autonomously formulate responses to various NELD from different climate-related hazards (e.g., droughts, floods, and heatwaves). In doing so, people rely on various factors, such as financial assets and social relationships, to respond to NELD. However, because marginalised groups and individuals have little capacity to respond, they are forced to adopt certain responses that further erode their well-being. Moving forward, interventions responding to NELD can identify, build on, support and complement some of these existing responses. We argue that strengthening the capacity of affected people will better enable people to formulate non-erosive responses to NELD.

Smallholder farmers’ coping strategies to climate change and variability: Evidence from Ethiopia

Climate change poses significant challenges for smallholder farmers worldwide, particularly in regions like sub-Saharan Africa, including Ethiopia, requiring effective coping strategies for resilience. This study examines farmers’ exposure to climatic shocks and their adoption of coping strategies. Findings from a survey of 646 farm households and qualitative discussions revealed farmers’ high vulnerability to climate-related hazards. Smallholder farmers rely on ex-ante coping strategies, including early planting (48.5%), income diversification (41.3%), increasing savings (42 %), water management (39.2%), and sowing drought-resistant varieties (37%). Similarly, they resort to ex-post coping techniques, such as reducing expenses (46.1%), utilizing savings (41.6%), changes in consumption patterns (39.5%), seeking assistance from relatives (23.5%), borrowing (17.6%), selling assets (11.9%), and migration for employment (8.7%). Farmers also encounter constraints such as limited access to weather information, inadequate extension services, weak institutional support, insufficient skills, high poverty levels, and limited access to innovations. Factors like land size, climate training, self-efficacy, cost-effectiveness perception, and hazard consequence perception positively influence farmers’ adoption of proactive strategies against climate change, while being male, older, less educated, owning a farm, limited access to extension services, and market constraints hinder anticipatory measures. Additionally, household head being male, education level, farm experience, land ownership, and access to climate information positively impact the implementation of ex-post strategies, whereas age, agroecology, infrequent extension worker visits, and limited road access have negative effects. Enhancing access to climate information, institutional support, and design policy with an understanding of these multifaceted contexts could substantially improve smallholder farmers’ resilience to climate change.