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	<title>vulnerable populations in disasters &#8211; Science</title>
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	<title>vulnerable populations in disasters &#8211; Science</title>
	<link>https://scienmag.com</link>
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		<title>New Scale Measures Adolescent Social Resilience in Disasters</title>
		<link>https://scienmag.com/new-scale-measures-adolescent-social-resilience-in-disasters/</link>
		
		<dc:creator><![CDATA[SCIENMAG]]></dc:creator>
		<pubDate>Tue, 06 Jan 2026 09:56:51 +0000</pubDate>
				<category><![CDATA[Psychology & Psychiatry]]></category>
		<category><![CDATA[adolescent social resilience]]></category>
		<category><![CDATA[community resources in disaster recovery]]></category>
		<category><![CDATA[disaster preparedness for youth]]></category>
		<category><![CDATA[enhancing youth support networks]]></category>
		<category><![CDATA[impacts of natural disasters on youth]]></category>
		<category><![CDATA[measuring social support in disasters]]></category>
		<category><![CDATA[mental health interventions for adolescents]]></category>
		<category><![CDATA[psychological resilience in adolescents]]></category>
		<category><![CDATA[resilience measurement tools]]></category>
		<category><![CDATA[social dimensions of resilience]]></category>
		<category><![CDATA[Student Social Resilience Scale for Disasters]]></category>
		<category><![CDATA[vulnerable populations in disasters]]></category>
		<guid isPermaLink="false">https://scienmag.com/new-scale-measures-adolescent-social-resilience-in-disasters/</guid>

					<description><![CDATA[In an era characterized by the escalating frequency and intensity of natural disasters globally, the psychological resilience of vulnerable populations has garnered considerable scientific and societal attention. Adolescents, in particular, represent a demographic acutely vulnerable to the disruptive impacts of calamities such as earthquakes, floods, and hurricanes. Amid this backdrop, the pioneering work of Zalmita, [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>In an era characterized by the escalating frequency and intensity of natural disasters globally, the psychological resilience of vulnerable populations has garnered considerable scientific and societal attention. Adolescents, in particular, represent a demographic acutely vulnerable to the disruptive impacts of calamities such as earthquakes, floods, and hurricanes. Amid this backdrop, the pioneering work of Zalmita, Manaf, Sofyan, and their colleagues, published in BMC Psychology in 2026, introduces the Student Social Resilience Scale for Disasters (SSRD), a meticulously developed and validated tool aimed at measuring social resilience among adolescents in disaster-prone areas. This novel scale not only enriches the psychometric arsenal available to researchers but also serves as a critical instrument in disaster preparedness and mental health interventions targeting youth.</p>
<p>The genesis of the SSRD reflects a growing recognition within the scientific community that resilience extends beyond individual traits to encompass social dimensions. Social resilience pertains to the capacity of individuals to access, engage with, and mobilize social support networks and communal resources in the face of adversity. In regions predisposed to natural disasters, adolescents often rely heavily on familial, peer, and community structures to navigate the psychological aftermath of trauma. Despite the evident importance of these social factors, prior measurement tools tended to emphasize intrapersonal coping mechanisms, leaving a significant gap in understanding the broader social dynamics that underpin resilience.</p>
<p>The methodology underpinning the SSRD’s development involved a rigorous multi-phase process, encompassing qualitative explorations, item generation, pilot testing, and statistical validation. Initially, the research team embarked on extensive interviews and focus groups with adolescents residing in high-risk zones, tapping into lived experiences and culturally specific expressions of resilience. These qualitative insights informed the initial pool of items, ensuring ecological validity and relevance. Subsequently, the scale underwent iterative refinement through psychometric analyses, including exploratory and confirmatory factor analyses, to ascertain a stable dimensional structure that robustly captures diverse facets of social resilience.</p>
<p>One of the standout features of the SSRD is its dimensional comprehensiveness. The scale encapsulates interrelated components such as perceived social support, community engagement, communication efficacy, and social adaptability. Each of these dimensions contributes uniquely to an adolescent’s capacity to not only endure but also to recover and thrive following disaster exposure. By quantifying these constructs, the SSRD facilitates a nuanced assessment of strengths and vulnerabilities within adolescent social ecosystems, offering actionable insights for mental health practitioners, educators, and policymakers.</p>
<p>Moreover, the validation process demonstrated impressive psychometric properties, including high internal consistency, test-retest reliability, and convergent validity with related constructs such as general resilience and social capital measures. These findings underscore the SSRD’s utility as a reliable and valid instrument capable of discerning subtle variations in social resilience across diverse adolescent populations. Importantly, the scale’s sensitivity allows for longitudinal tracking, making it indispensable for evaluating the efficacy of resilience-building interventions over time.</p>
<p>The implications of the SSRD extend beyond academic research, bearing significant practical value in disaster risk reduction and post-disaster recovery frameworks. Understanding adolescent social resilience through a validated lens permits targeted intervention strategies that bolster existing social infrastructures. For example, schools and community centers can leverage SSRD findings to design programs that foster peer support networks, enhance communication skills, and promote community engagement, thereby strengthening the social fabric that supports youth in times of crisis.</p>
<p>Furthermore, the SSRD’s culturally informed foundation emphasizes the necessity of contextualizing resilience within specific socio-cultural milieus. This approach challenges the universality of resilience constructs and advocates for culturally sensitive adaptations in measurement and intervention. As global disaster patterns continue to evolve, tools like the SSRD offer adaptable frameworks that can be tailored to local realities, enhancing both relevance and effectiveness.</p>
<p>The development of the SSRD also opens new avenues for interdisciplinary collaboration, bridging psychology, social work, public health, and disaster management domains. This cross-sector synergy is crucial for holistic disaster response strategies that integrate psychological resilience into broader socio-economic recovery plans. By providing a standardized measure, the SSRD facilitates comparative research across regions and cultures, contributing to a more comprehensive global understanding of adolescent resilience dynamics.</p>
<p>In sum, the introduction of the Student Social Resilience Scale for Disasters marks a seminal advancement in the field of disaster psychology. Its rigorous development process, strong psychometric validation, and practical applicability position it as an invaluable tool for enhancing the well-being and adaptive capacities of adolescents confronting the realities of natural hazards. As communities worldwide grapple with the multifaceted challenges posed by an increasingly volatile climate, instruments such as the SSRD serve as beacons, illuminating pathways towards more resilient and supported youth populations.</p>
<p>Despite the promising prospects of the SSRD, the authors rightly acknowledge several avenues for future research. Expanding its application across different cultural contexts and disaster types will be essential to further validate and enrich the scale’s universality. Additionally, integrating biological and neurological markers of stress and resilience could augment the SSRD’s psychological metrics, fostering a more integrated biopsychosocial framework. The dynamic interplay between individual, social, and systemic factors in resilience remains a fertile ground for ongoing exploration.</p>
<p>Journalists, crisis responders, and mental health advocates interested in advancing adolescent disaster preparedness may find the SSRD especially pertinent. Its accessibility and user-friendly format empower front-line practitioners to incorporate resilience assessment seamlessly into their workflows. By highlighting social dimensions often overlooked in traditional resilience measures, this scale encourages a more community-oriented, strength-based approach that honors the lived realities of adolescents in perilous environments.</p>
<p>The SSRD also serves as an important reminder of the power of social connectivity in cushioning the psychological blow of disasters. In an age where social isolation is increasingly recognized as a public health concern, particularly among youth, fostering resilient social networks assumes critical importance. Disaster contexts underscore this urgency, as robust social ties not only facilitate practical aid but also nourish emotional sustenance indispensable for recovery.</p>
<p>In conclusion, the team led by Zalmita et al. has delivered an essential psychometric instrument that bridges gaps in our conceptualization and measurement of adolescent resilience in disaster-prone settings. The Student Social Resilience Scale for Disasters stands poised to become a cornerstone in both research and practice, guiding future interventions and policies aimed at safeguarding the mental health and social well-being of young populations navigating ever-changing environmental threats.</p>
<hr />
<p><strong>Subject of Research</strong>: Development and validation of a social resilience measurement scale targeting adolescents in disaster-prone regions.</p>
<p><strong>Article Title</strong>: Development and validation of the Student Social Resilience Scale for Disasters (SSRD) among adolescents in disaster-prone areas.</p>
<p><strong>Article References</strong>:<br />
Zalmita, N., Manaf, A., Sofyan, H. <em>et al.</em> Development and validation of the Student Social Resilience Scale for Disasters (SSRD) among adolescents in disaster-prone areas. <em>BMC Psychol</em> (2026). <a href="https://doi.org/10.1186/s40359-025-03887-3">https://doi.org/10.1186/s40359-025-03887-3</a></p>
<p><strong>Image Credits</strong>: AI Generated</p>
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		<item>
		<title>USC Study Finds Even Mild Tropical Cyclones Increase Infant Mortality in Low-Income Countries</title>
		<link>https://scienmag.com/usc-study-finds-even-mild-tropical-cyclones-increase-infant-mortality-in-low-income-countries/</link>
		
		<dc:creator><![CDATA[SCIENMAG]]></dc:creator>
		<pubDate>Fri, 23 May 2025 00:04:33 +0000</pubDate>
				<category><![CDATA[Medicine]]></category>
		<category><![CDATA[child mortality rates in developing countries]]></category>
		<category><![CDATA[economic challenges and infant health]]></category>
		<category><![CDATA[impact of climate change on health]]></category>
		<category><![CDATA[improving infant survival in crisis]]></category>
		<category><![CDATA[long-term effects of tropical storms]]></category>
		<category><![CDATA[low-income countries and natural disasters]]></category>
		<category><![CDATA[maternal health during cyclones]]></category>
		<category><![CDATA[prenatal exposure to storms]]></category>
		<category><![CDATA[public health implications of cyclones]]></category>
		<category><![CDATA[research on climate-related health risks]]></category>
		<category><![CDATA[tropical cyclones and infant mortality]]></category>
		<category><![CDATA[vulnerable populations in disasters]]></category>
		<guid isPermaLink="false">https://scienmag.com/usc-study-finds-even-mild-tropical-cyclones-increase-infant-mortality-in-low-income-countries/</guid>

					<description><![CDATA[Tropical cyclones have long been recognized for their immediate and devastating destruction—flattened homes, flooded communities, and displaced populations. However, groundbreaking research recently published in Science Advances uncovers a more insidious impact of these storms: a significant increase in infant mortality within low- and middle-income countries during the early 21st century. This new evidence reveals that [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>Tropical cyclones have long been recognized for their immediate and devastating destruction—flattened homes, flooded communities, and displaced populations. However, groundbreaking research recently published in <em>Science Advances</em> uncovers a more insidious impact of these storms: a significant increase in infant mortality within low- and middle-income countries during the early 21st century. This new evidence reveals that the perils of tropical cyclones extend far beyond the visible wreckage, posing a silent but deadly threat to the most vulnerable segments of society, particularly newborns and infants.</p>
<p>The comprehensive study analyzed data from nearly 1.7 million child records across seven countries marked by economic challenges and frequent tropical cyclone exposure. These countries included Madagascar, India, Bangladesh, Cambodia, the Philippines, the Dominican Republic, and Haiti. The researchers found a consistent pattern: infants exposed to tropical cyclones either prenatally or within their first year of life experienced a marked rise in mortality. On average, infant mortality rates climbed by approximately 11% — equating to an additional 4.4 deaths per 1,000 live births. This stark increase highlights a hidden human cost that has not been fully understood until now.</p>
<p>One of the study’s most surprising findings was that this heightened infant mortality did not correspond with the traditionally assumed factors following natural disasters—namely, reduced prenatal care access or worsening nutrition. The rigorous analysis indicated no significant changes in healthcare utilization or indicators of undernutrition in cyclone-affected populations. This unexpected outcome compels the research community to investigate alternative pathways through which tropical cyclones influence infant survival, suggesting that complex, possibly indirect mechanisms are at play.</p>
<p>The temporal scope of the risk is also critical: the elevated infant mortality was most pronounced within the first year following a storm but waned thereafter, with no significant lasting mortality increases observed beyond two years post-exposure. This temporal limitation pinpoints a vulnerable window immediately surrounding birth, emphasizing the importance of timely interventions during and immediately after cyclone events to mitigate fatal outcomes.</p>
<p>Delving deeper into storm intensity, the study revealed that not only the most powerful hurricanes or typhoons (Category 3 or higher) impacted infant mortality but also less intense tropical storms had measurable effects. Given that lower-intensity storms occur more frequently, their cumulative toll on infant health is particularly concerning. These findings intensify worries about the growing number of tropical cyclones globally, driven by climate change, which not only increases storm frequency but may also alter their geographic distribution and destructive potential.</p>
<p>Geographic variations in the impact of tropical cyclones on infant mortality were pronounced, with countries such as Bangladesh, Haiti, and the Dominican Republic experiencing increases exceeding 10 deaths per 1,000 births. In contrast, nations like India, the Philippines, Cambodia, and Madagascar were comparatively resistant to such mortality surges. The authors hypothesize that these disparities may stem from differences in disaster preparedness infrastructures, topographical factors such as elevation and flood susceptibility, and the underlying health conditions of newborn populations, including prevalence of diseases like malaria.</p>
<p>Environmental geographies offer plausible explanations for these divergent outcomes. For instance, mountainous terrain in some countries may provide natural protection against severe flooding, a major cause of post-storm health complications. Conversely, low-lying, flood-prone regions exacerbate vulnerabilities, limiting access to clean water and healthcare facilities post-disaster. Additionally, housing quality varies dramatically among these countries; sturdier constructions potentially offer better protection against storm damage, while those reliant on less durable materials face heightened risk.</p>
<p>Underlying health conditions prior to cyclone exposure also play a decisive role. In areas where chronic childhood illnesses and malnutrition are rampant, infants are inherently more susceptible to the triggers of storm-induced mortality. This raises important questions about the interplay between baseline health vulnerabilities and environmental shocks. Understanding the confluence of these factors is essential for crafting targeted public health responses.</p>
<p>Notably, the study’s lead author, Associate Professor Zachary Wagner of the University of Southern California, emphasizes the need for further research to elucidate the mechanisms driving these mortality trends. While traditional explanations such as healthcare access and nutrition have been ruled out, the exact pathways could involve disruptions in sanitation, clean water supply, exposure to infectious diseases, or stress-related physiological impacts on mothers and infants during and after cyclones. Identifying these factors is imperative for framing effective policy interventions.</p>
<p>The research was conducted through a multidisciplinary effort involving institutions such as RAND Corporation, Stanford University, Johns Hopkins University, and Belgium’s UCLouvain, showcasing a global collaboration to address one of the most pressing consequences of climate change on human health. Their data-driven, statistical approach leveraged large-scale datasets to arrive at conclusions with strong empirical backing, underlining the gravity of climate-linked disasters beyond their immediate physical damage.</p>
<p>Climate scientists and public health experts alike are warned by these findings of a looming humanitarian challenge. As global warming intensifies, tropical cyclones are expected to increase in both severity and occurrence, exacerbating risks in vulnerable regions already grappling with economic and infrastructural challenges. The researchers stress the urgent necessity of bolstering disaster response frameworks and child health protections to counter this trend and prevent escalating infant mortality rates.</p>
<p>Effective adaptation strategies could include improved early warning systems, robust evacuation plans prioritizing pregnant women and infants, reinforcement of healthcare infrastructure in high-risk areas, and strengthening water and sanitation systems post-disaster. Moreover, policymaking must integrate socioeconomic and environmental vulnerabilities into disaster preparedness to mitigate the multifaceted impact of these storms on infant health.</p>
<p>Ultimately, this study advances a crucial narrative: the consequences of tropical cyclones transcend immediate destruction, deeply affecting population health, especially that of infants who represent society’s most fragile demographic. Understanding &quot;where&quot; and more importantly &quot;why&quot; some regions suffer more than others lays the groundwork for tailored interventions that combine climate resilience and public health initiatives. Only then can the world hope to shield its youngest members from the growing menace of climate-linked extreme weather events.</p>
<hr />
<p><strong>Subject of Research</strong>: People</p>
<p><strong>Article Title</strong>: The impact of tropical cyclone exposure on infant mortality in low- and middle-income countries</p>
<p><strong>News Publication Date</strong>: 21-May-2025</p>
<p><strong>Web References</strong>:<br />
<a href="http://dx.doi.org/10.1126/sciadv.adt9640">Science Advances Article DOI: 10.1126/sciadv.adt9640</a></p>
<p><strong>Keywords</strong>:<br />
Infant mortality, Climate change adaptation, Climate change effects, Cyclones, Extreme weather events, Weather</p>
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		<post-id xmlns="com-wordpress:feed-additions:1">47621</post-id>	</item>
		<item>
		<title>10 Years of Sendai Framework: Boosting Disaster Resilience</title>
		<link>https://scienmag.com/10-years-of-sendai-framework-boosting-disaster-resilience/</link>
		
		<dc:creator><![CDATA[SCIENMAG]]></dc:creator>
		<pubDate>Wed, 30 Apr 2025 12:24:14 +0000</pubDate>
				<category><![CDATA[Technology and Engineering]]></category>
		<category><![CDATA[challenges in disaster implementation]]></category>
		<category><![CDATA[decade of Sendai Framework impact]]></category>
		<category><![CDATA[disaster resilience building]]></category>
		<category><![CDATA[future imperatives for resilience strategies]]></category>
		<category><![CDATA[global risk management strategies]]></category>
		<category><![CDATA[international disaster risk policies]]></category>
		<category><![CDATA[long-term disaster preparedness]]></category>
		<category><![CDATA[mortality and economic loss reduction]]></category>
		<category><![CDATA[natural and technological catastrophes]]></category>
		<category><![CDATA[Sendai Framework for Disaster Risk Reduction]]></category>
		<category><![CDATA[socio-economic context of disaster response]]></category>
		<category><![CDATA[vulnerable populations in disasters]]></category>
		<guid isPermaLink="false">https://scienmag.com/10-years-of-sendai-framework-boosting-disaster-resilience/</guid>

					<description><![CDATA[In the ever-evolving landscape of global risk management, the Sendai Framework for Disaster Risk Reduction represents a landmark commitment to reshaping how societies prepare for and respond to natural and technological catastrophes. Now, a decade since its adoption, the framework’s impact and the urgent need to advance resilience strategies internationally have never been more critical. [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>In the ever-evolving landscape of global risk management, the Sendai Framework for Disaster Risk Reduction represents a landmark commitment to reshaping how societies prepare for and respond to natural and technological catastrophes. Now, a decade since its adoption, the framework’s impact and the urgent need to advance resilience strategies internationally have never been more critical. In his incisive analysis published in the <em>International Journal of Disaster Risk Science</em>, Saulo (2025) delves deep into the successes, shortcomings, and future imperatives of the Sendai Framework, providing invaluable insights into how humanity can navigate an increasingly volatile planet.</p>
<p>The Sendai Framework, established by the United Nations in 2015, marked a paradigm shift from traditional disaster response approaches to a multifaceted strategy emphasizing risk reduction, preparedness, and recovery. Unlike previous frameworks, it highlights a proactive stance, urging nations to invest in long-term resilience building rather than merely reacting to disasters. This transition aims to reduce mortality, economic loss, and infrastructure damage resulting from disasters, with special attention to vulnerable populations.</p>
<p>Saulo’s discourse underscores that while remarkable strides have been made in raising global awareness and developing legislation aligned with the framework, significant challenges remain in implementation across different socio-economic contexts. Developing countries, often bearing the brunt of disasters, continue to face profound resource constraints, data deficiencies, and institutional fragmentation that impede effective risk reduction.</p>
<p>Technological advances in data analytics, remote sensing, and early warning systems have been transformative over the past decade. The integration of satellite imagery, machine learning algorithms, and real-time monitoring systems has enhanced predictive capabilities, allowing for more timely and accurate risk assessments. Saulo emphasizes that leveraging these technological assets on a global scale requires equitable access and capacity building in under-resourced regions, which remain a critical barrier to universal progress.</p>
<p>One particularly innovative aspect of the Sendai Framework is its emphasis on understanding the complex interactions between various hazards, such as climate change-related events, pandemics, and cascading infrastructural failures. Saulo argues that disaster risk reduction must transcend isolated hazard planning and instead adopt a systemic perspective that considers multi-hazard synergies, vulnerabilities, and adaptive capacities simultaneously.</p>
<p>A notable insight from the analysis is the framework’s influence on reshaping governance structures related to disaster risk reduction. Countries have increasingly instituted multi-sectoral platforms that integrate health, environment, urban planning, and emergency services. However, Saulo notes that coordination challenges persist at local and national levels, often exacerbated by jurisdictional overlaps or unclear mandates, which undermine the coherence of risk reduction efforts.</p>
<p>The evolving discourse on resilience within the framework has also expanded beyond traditional definitions centered on infrastructure durability. Current understandings embrace social, economic, and ecological dimensions, recognizing resilience as a dynamic process involving community empowerment, livelihood diversification, and ecosystem-based adaptation. Saulo calls for embedding these holistic perspectives into policy and practice to foster more sustainable and inclusive outcomes.</p>
<p>Financial mechanisms related to disaster risk reduction have witnessed innovative developments, including catastrophe bonds, risk pooling, and insurance schemes tailored for lower-income countries. However, the scale of investment remains vastly insufficient given the exponential increase in disaster losses worldwide. Saulo highlights that closing the financing gap necessitates stronger global solidarity, dedicated funding streams, and integrative economic planning.</p>
<p>Furthermore, the framework’s alignment with the United Nations Sustainable Development Goals (SDGs) presents an unprecedented opportunity to mainstream disaster risk reduction across sectors such as poverty alleviation, climate action, and urban development. Saulo stresses that this intersectionality should drive integrated strategies that address root causes of vulnerability while promoting sustainable growth trajectories.</p>
<p>Education and capacity building are essential pillars supporting the Sendai Framework’s ambitions. Efforts to incorporate disaster risk education into school curriculums, vocational training, and community awareness campaigns have shown promise in fostering a culture of preparedness. Nevertheless, Saulo points out a critical need for sustained investment and innovative pedagogical approaches that can adapt to diverse cultural and contextual realities.</p>
<p>From a scientific standpoint, Saulo underlines the growing role of interdisciplinary research in elucidating disaster dynamics and guiding policy. Collaboration across climatology, engineering, social sciences, and public health has enriched understanding and unveiled nuanced vulnerabilities. Yet, there is pressing demand for open data sharing, standardized methodologies, and participatory research frameworks to enhance the relevance and applicability of scientific findings.</p>
<p>In light of escalating climate variability, urbanization, and demographic shifts, the necessity for adaptive governance and flexible strategies has never been clearer. Saulo presents scenarios illustrating how rigid policy frameworks risk obsolescence in the face of complex, emerging risks, advocating instead for iterative processes that learn from experience and incorporate stakeholder feedback continuously.</p>
<p>The COVID-19 pandemic has further exposed the interconnectedness of global vulnerabilities and underscored the urgency of integrated risk management. Saulo discusses how disaster risk reduction frameworks must incorporate biological hazards comprehensively, bridging the gap between traditional emergency management and pandemic preparedness to safeguard health systems and socio-economic stability.</p>
<p>Looking forward, Saulo envisions a transformative decade ahead, where artificial intelligence, big data, and community-driven innovations converge to enhance resilience. The empowerment of indigenous and local knowledge holders, coupled with cutting-edge technology, could generate adaptive solutions tailored to specific environmental and cultural contexts, making disaster risk strategies more robust and equitable.</p>
<p>Central to this vision is the political will and ethical commitment of states, international organizations, and civil society actors to uphold the principles of inclusivity, transparency, and shared responsibility embedded within the Sendai Framework. Saulo conclusively calls for reinvigorated global partnerships to translate ambition into actionable, measurable progress.</p>
<p>In summation, while the Sendai Framework has set a crucial foundation for disaster risk reduction worldwide, the past decade has revealed both its transformative potential and the formidable obstacles that remain. Saulo’s comprehensive evaluation not only charts the path forward for enhanced resilience but also challenges stakeholders to embrace complexity, innovation, and solidarity with renewed vigor as the world faces ever more unpredictable threats.</p>
<hr />
<p><strong>Subject of Research</strong>: Disaster Risk Reduction and Resilience within the Sendai Framework</p>
<p><strong>Article Title</strong>: A Decade of the Sendai Framework for Disaster Risk Reduction and the Imperative of Enhanced Resilience</p>
<p><strong>Article References</strong>:<br />
Saulo, C. A Decade of the Sendai Framework for Disaster Risk Reduction and the Imperative of Enhanced Resilience. <em>Int J Disaster Risk Sci</em> <strong>16</strong>, 4–5 (2025). <a href="https://doi.org/10.1007/s13753-025-00615-8">https://doi.org/10.1007/s13753-025-00615-8</a></p>
<p><strong>Image Credits</strong>: AI Generated</p>
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