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1.
Recurso na Internet em Português | LIS - Localizador de Informação em Saúde | ID: lis-49661

RESUMO

A Rede Brasileira de Bancos de Leite Humano (rBLH-BR) anuncia a publicação da Norma Técnicas BLH-IFF/NT 56.24 - Transferência de Leite Humano Pasteurizado em Situação de Emergência ou Estado de Calamidade Pública. Esta Norma Técnica tem por objetivo estabelecer os critérios de transferência interredes do leite humano pasteurizado, no âmbito da Rede Brasileira de Bancos de Leite Humano, em situação de emergência ou estado de calamidade pública.


Assuntos
Bancos de Leite Humano/provisão & distribuição , Bancos de Leite Humano/normas , Declaração de Estado de Emergência em Desastres , Efeitos de Desastres na Saúde , Desastres Naturais , Brasil
2.
Mycoses ; 67(7): e13762, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38951663

RESUMO

Infections are well-known complications in patients following traumatic injuries, frequently leading to high morbidity and mortality. In particular, trauma occurring in disaster settings, both natural and man-made, such as armed conflicts and explosives detonation, results in challenging medical conditions that impede the best management practices. The incidence of invasive fungal infections (IFI) is increasing in trauma patients who lack the typical risk factors like an immune compromised state or others. This narrative review will focus on IFI as a direct complication after natural disasters, wars, and man-made mass destruction with a summary of the available evidence about the epidemiology, clinical manifestations, risk factors, microbiology, and proper management. In this setting, the clinical manifestations of IFI may include skin and soft tissue infections, osteomyelitis, visceral infections, and pneumonia. IFI should be considered in the war inflicted patients who are exposed to unsterile environments or have wounds contaminated with soil and decaying organic matter.


Assuntos
Infecções Fúngicas Invasivas , Humanos , Infecções Fúngicas Invasivas/epidemiologia , Desastres Naturais , Fatores de Risco , Guerra , Antifúngicos/uso terapêutico , Incidência
3.
PLoS One ; 19(7): e0307371, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39024275

RESUMO

BACKGROUND: Droughts, flash floods, rail accidents, and riots are relatively regular occurrences for those living in many low- and middle-income countries like India. While such natural and human-made disasters put everyone in harm's way, their toll on specific segments of society-like older adults-is the heaviest. Therefore, in this study, we examine (1) the prevalence of natural and human-made disasters in India and (2) the association between natural and human-made disasters and several physical and mental health outcomes among older Indians. METHODS: A cross-sectional study was conducted utilizing data come from the 2017-18 wave 1 of the nationally representative Longitudinal Ageing Study in India, comprising a sample of 29,333 older adults (14,120 males and 15,213 females) aged 60 years and above. Multivariate random intercept multilevel logistic regression analysis is used to examine the association between natural and human-made disasters and poor self-rated health, difficulty in activities of daily living, difficulty in instrumental activities of daily living, communicable diseases, non-communicable diseases, depressive symptoms, and psychiatric disorder. RESULTS: Overall, 3.58% of older adults reported that they have encountered any type of natural or human-made disaster in the past five years. Compared to those who did not experience any (natural or human-made) disaster, older adults who experienced any disaster had a higher prevalence of poor self-rated health (33.4% vs 23.31%), difficulty in activities of daily living (33.94% vs 23.00%), difficulty in instrumental activities of daily living (60.09% vs 47.70%), communicable diseases (49.57% vs 25.86%), depressive symptoms (17.30% vs 8.06%) and psychiatric disorders (3.42% vs 2.78%). After adjusting for the selected variables and the contextual effect, the odds of poor self-rated health (1.64 [1.40, 1.92]), difficulty in activities of daily living and instrumental activities of daily living (1.89 [1.61, 2.21] and 1.63 [1.40, 1.89]), communicable and non-communicable diseases (2.12 [1.83, 2.46] and 1.38 [1.20, 1.60]), depressive symptoms and psychiatric disorder (1.67 [1.55, 2.05] and 1.52 [1.33, 2.18]) were significantly higher among older adults who experienced a natural or human-made disaster than their counterparts without such an experience. CONCLUSIONS: Relative to their non-exposed counterparts, older Indians who survived natural or human-made disasters endured an inflated risk of poor self-rated health, functional difficulties, communicable and non-communicable diseases, depressive symptoms, and psychiatric disorders. As such, post-disaster efforts should be grounded in policies and programs that address disaster-related trauma and diseases and improve the functional, physical, and psychological facets of health among older disaster survivors.


Assuntos
Atividades Cotidianas , Vida Independente , Humanos , Masculino , Feminino , Índia/epidemiologia , Idoso , Estudos Transversais , Pessoa de Meia-Idade , Desastres , Idoso de 80 Anos ou mais , Desastres Naturais , Depressão/epidemiologia , Prevalência , Estudos Longitudinais , Saúde Mental , Nível de Saúde , Doenças Transmissíveis/epidemiologia
4.
Artigo em Inglês | MEDLINE | ID: mdl-38929041

RESUMO

This systematic review investigated the practices that support and hinder the recovery and healing of communities and the environments within which they live, following climate-related environmental disasters. Although the literature focused on recovery is dominated by interventions aimed at the individual and their mental health, a thematic analysis of thirty-six studies established a range of practices that enhance collective recovery and healing. Four narratives were identified from the findings highlighting key practices: (1) collective and community-led recovery; (2) recognising the criticality of context, place, and identity; (3) adopting a holistic conception of well-being and Country-centred practices; and (4) decolonising and Indigenising the literature. This study details recommendations for research and practice. First Nations' knowledges and healing practices need to be recognised and harnessed in climate-related environmental disaster recovery. Community-led interventions harness local knowledge, networks, and expertise, which improves the dissemination of resources and enables recovery efforts to be tailored to the specific needs of communities.


Assuntos
Desastres Naturais , Humanos
5.
BMC Psychiatry ; 24(1): 468, 2024 Jun 25.
Artigo em Inglês | MEDLINE | ID: mdl-38918741

RESUMO

INTRODUCTION: Children and adolescents, after natural and man-made disasters, often exhibit various psychological, emotional, and behavioral issues, showing a range of clinical symptoms related to post-traumatic stress disorder (PTSD) and depression. This review used a network meta-analysis (NMA) approach to compare and rank psychological interventions for PTSD and depression in children and adolescents after exposure to natural and man-made disasters. METHODS: Randomized studies of psychosocial interventions for PTSD and depression in children and adolescents exposed to natural and man-made disasters were identified. PTSD and depression symptoms at postintervention and 1-12 month follow-up are the outcomes. The standardized mean differences (SMDs) between pairs of interventions at postintervention and follow-up were pooled. Mean effect sizes with 95% credible intervals (CI) were calculated, and the ranking probabilities for all interventions were estimated using the surface under the cumulative ranking curve. Study quality was assessed with version 2 of the Cochrane risk-of-bias tool for randomized trials (RoB 2). RESULTS: In total, 26 studies with 4331 participants were included in this NMA. Eye movement desensitization and reprocessing therapy (EMDR) (SMD = - 0.67; 95% CI - 1.17 to - 0.17), exposure therapy (ET) (SMD = - 0.66; 95% CI - 1.11 to - 0.22), and cognitive behavioral therapy (CBT) (SMD = - 0.62; 95% CI - 0.90 to - 0.34) were significantly more effective for PTSD at postintervention than inactive intervention. EMDR (SMD = - 0.72; 95% CI - 1.11 to - 0.33) and ET (SMD = - 0.62; 95% CI - 0.97 to - 0.27) were associated with a higher reduction in PTSD symptoms at follow-up than inactive intervention. EMDR (SMD = - 0.40; 95% CI - 0.78 to - 0.03) and play therapy (PT) (SMD = - 0.37; 95% CI - 0.62 to - 0.12) were significantly more effective for depression at postintervention than inactive intervention. For all psychological interventions in reducing depression symptoms at follow-up compared with inactive intervention, the differences were not significant. CONCLUSION: EMDR appears to be most effective in reducing PTSD and depression in children and adolescents exposed to natural and man-made disasters. In addition, ET and CBT are potentially effective in reducing PTSD symptoms at postintervention, while PT is beneficial in managing depression symptoms at the treatment endpoint.


Assuntos
Desastres , Dessensibilização e Reprocessamento através dos Movimentos Oculares , Metanálise em Rede , Intervenção Psicossocial , Transtornos de Estresse Pós-Traumáticos , Humanos , Transtornos de Estresse Pós-Traumáticos/terapia , Transtornos de Estresse Pós-Traumáticos/psicologia , Adolescente , Criança , Intervenção Psicossocial/métodos , Dessensibilização e Reprocessamento através dos Movimentos Oculares/métodos , Depressão/terapia , Depressão/psicologia , Desastres Naturais , Ensaios Clínicos Controlados Aleatórios como Assunto , Terapia Cognitivo-Comportamental/métodos
6.
Proc Natl Acad Sci U S A ; 121(26): e2321068121, 2024 Jun 25.
Artigo em Inglês | MEDLINE | ID: mdl-38885390

RESUMO

An often-overlooked question of the biodiversity crisis is how natural hazards contribute to species extinction risk. To address this issue, we explored how four natural hazards, earthquakes, hurricanes, tsunamis, and volcanoes, overlapped with the distribution ranges of amphibians, birds, mammals, and reptiles that have either narrow distributions or populations with few mature individuals. To assess which species are at risk from these natural hazards, we combined the frequency and magnitude of each natural hazard to estimate their impact. We considered species at risk if they overlapped with regions where any of the four natural hazards historically occurred (n = 3,722). Those species with at least a quarter of their range subjected to a high relative impact were considered at high risk (n = 2,001) of extinction due to natural hazards. In total, 834 reptiles, 617 amphibians, 302 birds, and 248 mammals were at high risk and they were mainly distributed on islands and in the tropics. Hurricanes (n = 983) and earthquakes (n = 868) affected most species, while tsunamis (n = 272), and volcanoes (n = 171) affected considerably fewer. The region with the highest number of species at high risk was the Pacific Ring of Fire, especially due to volcanoes, earthquakes, and tsunamis, while hurricane-related high-risk species were concentrated in the Caribbean Sea, Gulf of Mexico, and northwestern Pacific Ocean. Our study provides important information regarding the species at risk due to natural hazards and can help guide conservation attention and efforts to safeguard their survival.


Assuntos
Biodiversidade , Extinção Biológica , Animais , Aves , Mamíferos , Répteis , Terremotos , Tempestades Ciclônicas , Tsunamis , Anfíbios , Erupções Vulcânicas , Desastres Naturais
7.
Nurs Health Sci ; 26(2): e13135, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38866383

RESUMO

Pregnant women experience medical and psychological difficulties in their daily lives during disasters. Since the care provided to them in disaster situations is unclear, it is necessary to better understand their experiences. This study aims to identify the maternal experiences of pregnant women during natural disasters. This research employed a modified grounded theory approach. Twenty-three pregnant women, living in disaster-affected areas, were interviewed. The research methods were utilized and interpretive analysis was conducted, resulting in a diagram and storyline to describe the process. The characteristics of the maternal experiences fluctuated between "being unable to face pregnancy because of the disaster response" and "facing the fact of being pregnant." To maintain a fluctuation between their affected life and their pregnant life, it was necessary to control the weighting between "securing a safe and secure place," "encountering support based on pregnancy," and "signs from the fetus." Clarifying the maternal experiences of pregnant women living in disaster areas revealed a multilayered structure of categories and relationships. This study suggests that understanding the structure of fluctuations and control is critical for the nursing practice.


Assuntos
Teoria Fundamentada , Desastres Naturais , Gestantes , Pesquisa Qualitativa , Humanos , Feminino , Gravidez , Adulto , Gestantes/psicologia
8.
J Radiol Prot ; 44(2)2024 Jun 17.
Artigo em Inglês | MEDLINE | ID: mdl-38834049

RESUMO

It is crucial to anticipate nuclear emergency scenarios and implement effective measures. Japan's climate and topography make it vulnerable to natural disasters; thus, it is necessary to address compounding and cascading disaster scenarios involving the simultaneous occurrence of natural and nuclear disasters. On 1 January 2024, an earthquake hit the Noto region of Ishikawa Prefecture, resulting in damage to the area around the Shika Nuclear Power Plant, located 90 km from the epicenter. This earthquake revealed that, in the event of a complex disaster, it is possible that residents living within 30 km of the Shika Nuclear Power Plant will be completely unprepared for a nuclear disaster. In the event of a complex disaster, it is crucial to implement appropriate countermeasures while balancing responses to both nuclear and natural disasters and optimizing radiation disaster prevention measures.


Assuntos
Planejamento em Desastres , Japão , Humanos , Liberação Nociva de Radioativos/prevenção & controle , Terremotos , Desastres Naturais , Centrais Nucleares , Proteção Radiológica
9.
Environ Monit Assess ; 196(7): 646, 2024 Jun 21.
Artigo em Inglês | MEDLINE | ID: mdl-38907046

RESUMO

The study of natural disasters is a crucial field that involves analyzing the occurrence, impact, and aftermath of various natural hazards that can cause significant harm to communities and the environment. Efficient waste management and environmental protection require proper classification of waste. Analyzing natural disasters and categorizing waste can be a time-consuming task, and conventional methods often struggle with it. However, a new approach called Visual Geometry Group with Federated Learning (VGG-FL) has been introduced to address these challenges. This methodology uses the golden search optimization (GSO) algorithm for feature selection and leverages VGG with federated learning for feature extraction and classification. To test the effectiveness of this method, a disaster image dataset was used to train the VGG-FL model. The results showed that the VGG-FL model attained exceptional accuracy in discerning and categorizing various disaster scenarios. The waste classification dataset simultaneously trains the VGG-FL model to categorize waste based on its characteristics and potential hazards. To measure the model's performance, several evaluation metrics such as accuracy, specificity, precision, F1-score, and recall are utilized to assess the effectiveness of the proposed VGG-FL method. These results are then compared with existing methodologies. The VGG-FL method performs exceptionally well, achieving 98.52% accuracy, 97.48% precision, 97.83% recall, 97.58% F1-score, and 97.12% specificity. These experimental findings demonstrate the efficacy of the VGG-FL method in analyzing natural disasters and classifying waste materials.


Assuntos
Algoritmos , Desastres Naturais , Aprendizado de Máquina , Gerenciamento de Resíduos/métodos , Monitoramento Ambiental/métodos
10.
Sci Rep ; 14(1): 14616, 2024 06 25.
Artigo em Inglês | MEDLINE | ID: mdl-38918513

RESUMO

Disaster, catastrophe, and cataclysm are some English terminologies that describe the severity of adverse events. Civilians, reporters, and professionals often use these terminologies to communicate and report any event's severity. This linguistic method is the most practical way to rapidly reach all levels of local/regional/national, and international stakeholders during disasters. Therefore, disaster terminologies play a significant role in disaster management. However, attaining the actual magnitude of a disaster's severity cannot be comprehended simply by using these terminologies because they are used interchangeably. Unfortunately, there is no consistent method to differentiate disaster terminologies from one another. Additionally, no globally accepted standard technique exists to communicate the severity level when disasters strike; one observer's 'disaster' can be another's 'catastrophe'. Hence, a nation's ability to manage extreme events is difficult when there are no agreed terminologies among emergency management systems. A standard severity classification system is required to understand, communicate, report, and educate stakeholders. This paper presents perceptions of people about disaster terminologies in different geographical regions, rankings and differences in disaster lexical and lexicon. It explores how people perceive major events (e.g., the Covid-19 pandemic), and proposes a ranking of disaster terminologies to create a severity classification system suitable for global use.


Assuntos
COVID-19 , Terminologia como Assunto , COVID-19/epidemiologia , COVID-19/virologia , Humanos , Desastres Naturais , Pandemias , SARS-CoV-2/genética , SARS-CoV-2/isolamento & purificação , Planejamento em Desastres/métodos
11.
Front Public Health ; 12: 1321535, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38721546

RESUMO

Introduction: Disaster relief volunteers must have certain psychological and cognitive characteristics. Therefore, the present study aimed to investigate the effectiveness of the training program on improving knowledge, functional skills, and attitude among disaster volunteers. Methods: A quasi-experimental study was conducted in 2023 in Iran, including an intervention and control group and follow-ups. Ninety health volunteers were randomly selected and divided into two groups of 45. The experimental group received the training program for an hour a week for three months. The control group received no intervention. The participants of both groups completed the disaster preparedness questionnaire at the pre-test, post-test, and one and three months after the intervention. Data was analyzed using SPSS "version 26" software in the methods section. Results: The intervention effect were significant in increasing the volunteers' functional skills (F = 3.75), knowledge (F = 166.50), and attitude (F = 1.74), all in (p = 0.001). According to the results, this effect was stable over time for functional skills (F = 1.83) and knowledge (F = 18.04) all in (p < 0.05). Conclusion: Training programs can help improve skills, attitudes and knowledge in natural disaster volunteers. Researchers interested in the field of natural disaster relief, particularly health researchers, could consider further examining the aforementioned topics in their studies.


Assuntos
Conhecimentos, Atitudes e Prática em Saúde , Voluntários , Humanos , Masculino , Irã (Geográfico) , Feminino , Voluntários/educação , Adulto , Inquéritos e Questionários , Desastres Naturais , Pessoa de Meia-Idade , Planejamento em Desastres , Avaliação de Programas e Projetos de Saúde
12.
Mil Med ; 189(7-8): 1462-1469, 2024 Jul 03.
Artigo em Inglês | MEDLINE | ID: mdl-38713555

RESUMO

INTRODUCTION: This study is a scoping review to identify literature pertinent to the question: "What are the criteria for deployment of the United States National Guard (USNG) to domestic sudden-onset natural disasters (SODs)?" As this question relies on factors across many disciplines-legal, medical, technical, cultural-and as there is no foundational body of academic literature or unified governmental or USNG policy addressing this question, a scoping review was designed to identify the body of literature on which further research and policy decisions surrounding this question may be based. MATERIALS AND METHODS: On January 23, 2023 a modified PRISMA-ScR search was performed using an online search engine of the following databases: Academic Search Premier, Google Scholar, JSTOR, PubMed, Web of Science, and WorldCat. The inclusion criteria included the involvement of the USNG response to U.S. domestic SOD. Non-SOD results were excluded. Results from all years and of any type of literature were considered and were limited to the English language. First, titles and abstracts were screened by 2 independent reviewers. Then, a full-text review was performed by 2 independent reviewers. Finally, data were extracted from included texts by 2 independent reviewers. A third reviewer resolved any discrepancies at each stage. This study did not require approval of an institutional review board. RESULTS: Out of the 886 results identified by the original search, after the complete review process, 34 sources were relevant to the research question. Fifteen criteria for the deployment of the USNG to SODs were identified. Overwhelmed local responders, utility failure, the need for the provision of security, and the need for logistical coordination were the most commonly identified criteria. Hurricanes were the most common SOD addressed in the included literature, and most results were event reports. CONCLUSIONS: This modified PRISMA-ScR identified a foundation on which elected officials, USNG leadership, and the larger disaster response community may develop policies and disaster response plans to optimize available resources through the activation of the USNG when responding to SODs.


Assuntos
Desastres Naturais , Humanos , Estados Unidos , Militares/estatística & dados numéricos
13.
Crit Care Clin ; 40(3): 451-462, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38796220

RESUMO

Practice of critical care in austere settings involves navigating rapidly evolving environments, where physical resources, provider availability, and healthcare capacity are constrained. Austere Critical Care focuses on maintaining the highest standard of care possible for patients while also identifying resource limitations, responding to patient surges, and adhering to proper triage practices at the austere site. This includes transferring the patient when able and necessary. This article describes the current practice of critical care medicine in the austere environment, using recent natural disasters, pandemics, and conflicts as case studies.


Assuntos
Cuidados Críticos , Humanos , Cuidados Críticos/normas , Cuidados Críticos/métodos , Triagem , Desastres Naturais , Pandemias , Região de Recursos Limitados
15.
Sci Rep ; 14(1): 12015, 2024 05 26.
Artigo em Inglês | MEDLINE | ID: mdl-38797740

RESUMO

The study aimed to examine the association of expanded adverse childhood experiences (ACEs) with psychological distress in adulthood. The data from nation-wide online cohort was used for analysis. Community dwelling adults in Japan were included. The ACEs was assessed by 15 items of ACE-J, including childhood poverty and school bullying. Severe psychological distress was determined as the score of Kessler 6 over 13. Multivariable logistic regression analysis was conducted, by using sample weighting. A total of 28,617 participants were analyzed. About 75% of Japanese people had one or more ACEs. The prevalence of those with ACEs over 4 was 14.7%. Those with ACEs over 4 showed adjusted odds ratio = 8.18 [95% CI 7.14-9.38] for severe psychological distress. The prevalence of childhood poverty was 29% for 50-64 year old participants and 40% of 65 or older participants. The impact of childhood poverty on psychological distress was less than other ACEs in these age cohorts. Bullying was experienced 21-27% in young generations, but 10% in 65 or older participants. However, the impact on psychological distress in adulthood was relatively high in all age groups. ACEs have impacted mental health for a long time. Future research and practice to reduce ACEs are encouraged.


Assuntos
Experiências Adversas da Infância , Bullying , Saúde Mental , Desastres Naturais , Pobreza , Humanos , Experiências Adversas da Infância/estatística & dados numéricos , Experiências Adversas da Infância/psicologia , Bullying/psicologia , Bullying/estatística & dados numéricos , Masculino , Feminino , Pessoa de Meia-Idade , Adulto , Japão/epidemiologia , Idoso , Criança , Instituições Acadêmicas , Angústia Psicológica , Prevalência , Adolescente , Adulto Jovem
16.
Bull World Health Organ ; 102(6): 410-420, 2024 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-38812801

RESUMO

Objective: To assess global, regional and national trends in the impact of floods from 1990 to 2022 and determine factors influencing flood-related deaths. Methods: We used data on flood disasters from the International Disaster Database for 1990-2022 from 168 countries. We calculated the annual percentage change to estimate trends in the rates of people affected and killed by floods by study period, World Health Organization (WHO) region, country income level and flood type. We used multivariable logistic regression analysis to assess the factors associated with death from floods. Findings: From 1990 to 2022, 4713 floods were recorded in 168 countries, which affected > 3.2 billion people, caused 218 353 deaths and were responsible for more than 1.3 trillion United States dollars of economic losses. The WHO Western Pacific Region had the most people affected by floods (> 2.0 billion), accounting for 63.19% (2 024 599 380/3 203 944 965) of all affected populations. The South-East Asia Region had the most deaths (71 713, 32.84%). The African and Eastern Mediterranean Regions had the highest number of people affected and killed by floods per 100 000 population in 2022. The odds of floods causing more than 50 deaths were significantly higher in low-income countries (adjusted odds ratio: 14.34; 95% confidence interval: 7.46 to 30.04) compared with high-income countries. Numbers of people affected and mortality due to floods declined over time. Conclusion: Despite the decreases in populations affected and deaths, floods still have a serious impact on people and economies globally, particularly in lower-income countries. Action is needed to improve disaster risk management and flood mitigation.


Assuntos
Inundações , Humanos , Saúde Global , Desastres , Países em Desenvolvimento , Modelos Logísticos , Desastres Naturais
17.
Biodemography Soc Biol ; 69(2): 110-116, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38561926

RESUMO

Despite many discussions on the impacts of natural disasters on fertility outcomes, their implications for fertility preferences as a mechanism remain unexplored. This study proposes that natural disasters could promote fertility preferences by reinforcing traditional values. The empirical analysis relies on a post-tsunami longitudinal survey of individuals in the provinces of Aceh and North Sumatra in Indonesia frankenberg2020study. Out of the 28,376 survey respondents, our sample considers around 10,700 individuals aged 15 or more, whose responses are available for the variables used in the estimation. The results from individual-level cross-sectional regressions suggest that the ideal number of children increased with the extent of tsunami damage in that region. The increased fertility preference was more pronounced for people with greater religiosity and those who strengthened their family ties after the tsunami, supporting that the shift in fertility preference was intertwined with the rise of traditional values. For policymakers, our findings raise the need to consider the potentially lasting implications of shifts in cultural attitudes toward fertility beyond immediate post-disaster relief efforts. To address the limitations of our cross-sectional evidence, future research will need to investigate the dynamic relationship between fertility preferences and natural disasters using alternative data.


Assuntos
Tsunamis , Humanos , Indonésia , Feminino , Adulto , Estudos Transversais , Masculino , Adolescente , Fertilidade , Desastres Naturais , Pessoa de Meia-Idade , Estudos Longitudinais , Características da Família , Inquéritos e Questionários
19.
PLoS One ; 19(4): e0301255, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38574077

RESUMO

Natural disasters, like pandemics and earthquakes, are some of the main causes of distress and casualties. Governmental crisis management processes are crucial when dealing with these types of problems. Social media platforms are among the main sources of information regarding current events and public opinion. So, they have been used extensively to aid disaster detection and prevention efforts. Therefore, there is always a need for better automatic systems that can detect and classify disaster data of social media. In this work, we propose enhanced Arabic disaster data classification models. The suggested models utilize domain adaptation to provide state-of-the-art accuracy. We used a standard dataset of Arabic disaster data collected from Twitter for testing the proposed models. Experimental results show that the provided models significantly outperform the previous state-of-the-art results.


Assuntos
Planejamento em Desastres , Desastres , Terremotos , Desastres Naturais , Mídias Sociais , Humanos , Opinião Pública
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