This research examines the validity and reliability of the construct variables and indicators of the disability-inclusive disaster risk reduction (DiDRR) model in the school environment. It also aims to determine the contribution of aspects and indicators in measuring variables and confirm the hypothesised model\'s suitability with empirical data. The explanatory research uses the purposive sampling method to collect questionnaire data from principals and teachers (n = 147) of primary schools in Yogyakarta Province, Indonesia. The results showed that the factors responsible for the formation of DiDRR in school include identifying and supporting children with special needs, accessibility, meaningful participation, non-discrimination, strategy and method, collaboration and networking. Although each factor has a significant causative relationship with the DiDRR variable, accessibility is the strongest forming factor. The modified model meets the goodness of fit criteria, thereby leading to a DiDRR model for elementary schools in inclusive settings. The research only considered principals and teachers in Yogyakarta province. Therefore, further research needs to be carried out in other provinces and widen its potential generalisation of findings.
UNASSIGNED: The research identified and examined the shaping factors of DiDRR in schools from the perspective of teachers and principals. Testing of the construct in the DiDRR model is intended to give more valid information about the concepts. It also acts as a guide when implementing it in schools to reduce risk and achieve broader targets for children with special needs and disabilities.

Holistic study of glacial lakes and glacial lake outburst floods (GLOFs) in the strategically important China-Nepal transportation corridors is imperative for regional connectivity and disaster risk reduction. This study focuses on four China-Nepal transportation corridors, namely Chentang-Kimathanka, Zhangmu-Kodari, Keyrung-Kathmandu and Taklakot-Hilsa from east to west in the Himalayan region. Within a remote integrated framework, we present the latest high-resolution inventory of glacial lakes, assess their decadal spatio-temporal changes (1992-2022), identify potentially dangerous glacial lakes, and apply hydrodynamic model to assess downstream impacts of possible GLOFs along the study area. The results show 2688 glacial lakes (≥0.001 km2) with a total area of 116.10 ± 8.53 km2 over the study area in 2022. Glacial lakes exhibited spatiotemporal heterogeneity in expansion, with overall expansion of 32 % during 30 years. Keyrung-Kathmandu corridor, among others, was assessed with high GLOF susceptibility. Furthermore, hydrodynamic modeling of four highly dangerous lakes in each transportation area reveals that GLOFs have cross-border effects, impacting ∼103 km of China-Nepal highway, 103 bridges, two major dry ports and 3301 buildings in both countries. Based on these findings, we emphasize the joint efforts of both countries for integrated disaster management for smooth connectivity between two countries and saving downstream population through joint cooperation from central to local government levels by initiating artificial lake lowering, developing cross-border early warning systems and cooperation. This study is valuable for presenting a synergistic study of glacial lakes and GLOF for informing decision- and policy-makers of both China and Nepal for a joint approach to disaster mitigation.

The potential of ecosystem-based interventions, also known as Nature-based Solutions (NbS), for Disaster Risk Reduction (DRR) and Climate Change Adaptation (CCA) is now recognized by major national policies and international framework agreements. However, there is limited scientific evidence about their economic viability and equity impacts. We examined English-language peer-reviewed studies, published between 2000 and 2021, which undertook economic evaluations of NbS for DRR and CCA. Based on our results, 71 % of studies indicated that NbS have consistently proven to be a cost-effective approach to mitigating hazards and 24 % of studies found NbS cost-effective under certain conditions. The ecosystem-based interventions most frequently found effective in mitigating hazards are associated with mangroves (80 %), forests (77 %), and coastal ecosystems (73 %). Studies comparing the cost-effectiveness of NbS and engineering-based solutions for mitigating certain hazards showed that NbS are no less effective than engineering-based solutions. Among these studies, 65 % found that NbS are always more effective in attenuating hazards compared to engineering-based solutions and 26 % found that NbS are partially more effective. Our findings illustrate a range of factors, including the geographic locations of the NbS analyzed, their contribution to the restoration and increase of biodiversity, their property rights structure, their source of financing, and the economic methodologies employed to assess cost-effectiveness and distributional effects. The geographic location of the NbS observations included in this analysis was examined considering global projected temperature and precipitation changes.

\'Forgotten crises\' constitute a permanent background to any present and future global humanitarian and development efforts. They represent a significant impediment to promoting lasting peace given concurrent catastrophes exacerbated by climate change. Yet, they are routinely neglected and remain unresolved. Building on critical and feminist approaches, this paper theorises them as forgotten sites of local knowledge production. It asks: what is local knowledge of and from forgotten crises? How can it be recovered and resignified, and what lessons can such knowledge provide at the global level? Drawing on examples from the intersections of conflict, disasters, and pandemics in the Philippines, the paper makes a case for valuing local knowledge arising from forgotten crises because of its potential contribution to adapting global humanitarian and development systems to address crises on multiple fronts. Such epistemic margins are generative of vantage points that can present a fuller account of how different crises interact and how best to respond to them.
忘れ去られた危機は、現在および将来にわたって永続的に世界的な人道的および開発的取り組みの背景となるものである。その存在は、気候変動によって悪化する同時多発的な大災害に直面して、永続的な平和を推進する上で重大な障害となっている。しかし、名前が示すように、忘れられた危機は日常的に無視され、未解決のままとなっている。本論文は、批判的かつフェミニスト的なアプローチに基づいて、忘れられた危機を、ローカルナレッジの生まれる忘れられた場所として理論化するものである。忘れられた危機についてのローカルナレッジと、忘れられた危機から得られたローカルナレッジは何か。どのようにしてそれらを回復し、諦めることができるのか。また、これらの知識は世界レベルでどのような教訓を提供できるのか。本論文では、フィリピンにおける紛争、災害、パンデミックが交差する例を引きつつ、忘れ去られた危機から生まれるローカルナレッジを論証する。なぜなら、こうしたローカルナレッジは、多面的な危機に対処するために世界の人道システムや開発システムを適応させるのに貢献する可能性があるからである。このような認識論的な余白によって、さまざまな危機がどのように相互作用し、それらにどのように対応するのが最善であるかをより完全に説明できるようになる。したがって本論文は、世界的に最も無視され長期化している緊急事態の解決に政治的関心とリソースを再び集中させる必要がある戦略的理由を実証するものである。.
被遗忘的危机是当前和未来全球人道主义和发展努力的永久背景。在气候变化加剧的并发灾难下，他们的存在对促进持久和平构成了重大障碍。然而，顾名思义，他们常常被忽视并且得不到解决。本文基于批判和女权主义的方法，将遗忘的危机理论化为被遗忘的当地知识生产场所。它问，当地人对被遗忘的危机有什么了解?它们该如何恢复并重新被重视，这些知识能为全球层面提供什么哪些经验教训?本文以菲律宾冲突、灾难和流行病交叉点的例子，主张重视被遗忘的危机中产生的当地知识，因为它们有助于调整全球人道主义和发展体系以应对多方面的危机。这种认识论边缘产生了有利观点，可以更全面地解释不同危机如何相互作用以及如何最好地应对这些危机。因此，本文证实了为什么需要将政治注意力和资源重新集中在解决全球最被忽视和最旷日持久的紧急情况上的战略原因。.

The planned relocation of communities away from areas of climate-related risk has emerged as a critical strategy to adapt to the impacts of climate change. Empirical examples from around the world show, however, that such relocations often lead to poor outcomes for affected communities. To address this challenge, and contribute to developing guidelines for just and sustainable relocation processes, this paper calls attention to three fundamental tensions in planned relocation processes: (1) conceptualizations of risk and habitability; (2) community consultation and ownership; and (3) siloed policy frameworks and funding mechanisms. Drawing on the collective experience of 29 researchers, policymakers and practitioners from around the world working on planned relocations in the context of a changing climate, we provide strategies for collectively and collaboratively acknowledging and navigating these tensions among actors at all levels, to foster more equitable and sustainable relocation processes and outcomes.

Mangrove forest is an ecosystem-based solution for disaster risk reduction in the Philippines, but its historical deforestation has hampered its capacity to protect coastal communities. With the increasing occurrence of storm surge in the Philippines, mangrove reforestation projects have received renewed attention, but many have failed. Community participation was deemed to be essential in those projects that did well. Hence, this paper examines successful mangrove restoration and rehabilitation projects in the Philippines to find out how community participation contributed to the accomplishments. The study found that while the transfer of science-based ecological knowledge from project managers to the community is an important factor in ensuring successful initial planning and implementation, its integration into existing local ecological knowledge-\'localisation\' of science-based ecological knowledge or hybrid ecological knowledge formation-helped to facilitate long-term community-based mangrove management beyond project duration by empowering community members and enabling project acceptance and ownership. Still, continuous local institutional support is a necessary anchor for community resilience.
マングローブ林は、フィリピンにおける防災のための生態系ベースのソリューションだが、歴史的な森林伐採により、沿岸地域社会を保護するマングローブ林の力が弱まっている。フィリピンで高潮の発生が増加しているため、マングローブ再植林プロジェクトが再び注目を集めたが、多くは失敗に終わった。マングローブプロジェクトの成功には地域社会の参加が不可欠であると考えられていた。そこで筆者らは、コミュニティの参加がこの成功にどのように貢献したかを調べるために、フィリピンで成功したマングローブの修復および再生プロジェクトを調査した。科学に基づいた生態学的知識 (SEK) をプロジェクト マネージャーからコミュニティに移転することが、初期計画と実装を確実に成功させる上で重要な要素である一方で、SEK と既存の地域の生態学的知識 (LEK) の統合、つまり SEKまたはハイブリッド生態学的知識 (HEK) の形成の「ローカライズ」がコミュニティに力を与え、プロジェクトの受け入れと所有権を可能にすることで、プロジェクト期間を超えた長期的なコミュニティベースのマングローブ管理を促進するのに役立っていることが明らかになった。継続的な地域の制度的支援は、依然として地域社会の回復力に必要な基盤である。.
红树林是菲律宾基于生态系统且减少灾害风险的解决方案，但历史上的森林砍伐削弱了其保护沿海社区的能力。随着菲律宾风暴潮频繁发生，红树林恢复造林项目重新受到关注，但许多项目都以失败告终。社区参与被认为是对于红树林项目的成功至关重要。因此，我们研究了菲律宾成功的红树林恢复和重建项目，以了解社区参与如何促成这一成功。我们发现，虽然将基于科学的生态知识 (SEK) 从项目经理转移到社区是确保成功进行初步规划和实施的重要因素，但将 SEK 与现有的当地生态知识 (LEK) 相结合——SEK 的“本土化”或混合生态知识 (HEK) 的形成——有助于通过赋予社区权力并使项目接受和拥有权来促进项目持续时间之外的长期社区红树林管理。尽管如此，当地机构持续的支持仍然是社区恢复力的必要支柱。.

Kentongan (bamboo instruments), a traditional Javanese communication tool, continues to exist to this day, and its existence is based on its function, especially in the Java mountains. Therefore, this study aimed to analyze and uncover local wisdom behind the social construction of the Kentongan, exploring the practical and symbolic meanings and the societal and cultural implications. It also explored the community\'s local knowledge regarding the mitigation of disasters (disaster risk reduction), as well as its cultural heritage within the community\'s social fabric. To unravel knowledge held by the local community, a qualitative method using a phenomenological approach was adopted, complemented by a thorough review of relevant literature. Furthermore, the snowball approach was employed to select informants, focusing on identifying key individuals who were cross-verified through member checks. The village head and the elders were identified as the key informants, and the data collected were analyzed using an interactive model. The results showed that Kentongan served as a telecommunication tool to signal disasters, alert individuals of dangerous situations, and indicate the presence of fire. Additionally, it served as a means to assemble people or initiate prayers, and the conveyed messages could be inferred through the number of beats and the sounds produced. Empathy and social solidarity emerged as the underlying social values embedded within Kentongan. The associated significance and symbolism were actively practiced and passed down through generations within the community. As a form of indigenous knowledge, Kentongan held great relevance in the lives of the local population, thereby presenting the potential to be integrated into educational contexts as a valuable source of learning.

Ecosystems provide valuable services in reducing the risks of disasters through various pathways, which are increasingly recognized as sustainable strategies for disaster management. However, there remains limited information on the underlying ecological processes of risk reduction. This paper addresses this gap by synthesizing ecological mechanisms and evaluating the \'level of evidence\' and \'scale of use\' through a review of 64 peer-reviewed research articles published between 2015 to 2022. These research articles covered nine types of disasters, predominantly floods (42.19 %), followed by urban heat waves (18.75 %), storm runoff (10.94 %), coastal erosion (9.38 %), tsunamis (4.69 %), and avalanches and landslides (6.25 % each). The level of evidence supporting ecological processes for disaster risk reduction is moderate, as is the \'scale of use\'. Results show that there are a few studies describing the mechanism of ecosystem-mediated risk reduction and are mostly limited to the causal relationship. Empirical evidence demonstrates that forest and freshwater ecosystems buffer the risk of urban heat through processes such as transpiration, solar radiation interception, and evaporative cooling, while flood risks are mitigated by enhancing evapotranspiration, reducing water runoff time, and facilitating infiltration rates. Coastal erosion is reduced by dissipating wave energy and through beach nourishment, which facilitates ecological succession. The review underscores that hazard attenuation depends on factors such as forest type (e.g., species composition, age structure, and area), and landscape characteristics (e.g., matrix, composition and configuration). Moreover, the geographic scope of published research is largely confined to developed countries and the global north. Multidisciplinary research involving ecologists and disaster experts is imperative to address existing knowledge gaps and enhance the integration of ecosystem-based adaptation into disaster risk reduction strategies.

Proactive management of pumping stations using artificial intelligence (AI) technology is vital for effectively mitigating the impacts of flood events caused by climate change. Accurate water level forecasts are pivotal in advancing the intelligent operation of pumping stations. This study proposed a novel Transformer-LSTM model to offer accurate multi-step-ahead forecasts of the flood storage pond (FSP) and river water levels for the Zhongshan pumping station in Taipei, Taiwan. A total of 19,647 ten-minute-based datasets of pumping operation and storm sewer, FSP, and river water levels were collected between 2014 and 2020 and further divided into training (70 %), validation (10 %), and test (20 %) datasets for model construction. The results demonstrate that the proposed model dramatically outperforms benchmark models by producing more accurate and reliable water level forecasts at 10-minute (T + 1) to 60-minute (T + 6) horizons. The proposed model effectively enhances the connections between input factors through the Transformer module and increases the connectivity across consecutive time series using the LSTM module. This study reveals interconnected dynamics among pumping operation and storm sewer, FSP, and river water levels, enhancing flood management. Understanding these dynamics is crucial for effective execution of management strategies and infrastructure revitalization against climate impacts. The Transformer-LSTM model\'s forecasts encourage water practices, resilience, and disaster risk reduction for extreme weather events.

Migrants in Japan often face difficulties accessing healthcare due to language barriers, lack of information, shortage of interpreters, amongst other barriers. With an increase in the number of foreigners in Japan, it is also expected that health and safety concerns for migrants will rise during times of crisis or disaster. The purpose of this article is to present recommendations from Nepali migrants themselves about various actions that stakeholders or policymakers could take to improve healthcare access during future disasters, emergencies, or crises in Japan. Recommendations from Nepali migrants in this study include mobilization of Nepali healthcare professionals, self-preparedness, a disaster information centre by the embassy, Nepali hotline services, telehealth services, and mutual help. By working together and leveraging available resources, it is possible to ensure that migrants are not left behind in the face of disasters and emergencies. Further research is required to determine the most effective ways to improve healthcare access for migrants in Japan during disasters, crises, or emergencies.