Natural Disasters

自然灾害
  • 文章类型: Journal Article
    感染是众所周知的创伤后患者的并发症,经常导致高发病率和死亡率。特别是,在灾难环境中发生的创伤,自然和人为的,例如武装冲突和爆炸物爆炸,导致具有挑战性的医疗条件,阻碍了最佳管理实践。在缺乏典型危险因素(如免疫受损状态或其他)的创伤患者中,侵袭性真菌感染(IMF)的发生率正在增加。这篇叙述性综述将侧重于作为自然灾害后的直接并发症的国际金融机构,战争,以及人为的大规模破坏,并总结了有关流行病学的现有证据,临床表现,危险因素,微生物学,和适当的管理。在此设置中,其临床表现可能包括皮肤和软组织感染,骨髓炎,内脏感染,和肺炎。在战争中,应考虑暴露于无菌环境或伤口被土壤和腐烂的有机物污染的患者。
    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.
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  • 文章类型: Journal Article
    背景:幼儿龋齿(ECC)是一种多因素疾病,环境因素可能在其中发挥作用。这次范围审查的目的是绘制已发表的文献,评估可持续发展目标(SDG)11之间的关联,该目标试图使城市和人类住区安全,包容性,弹性和可持续的,和ECC。
    方法:本范围审查遵循系统审查的首选报告项目和范围审查的Meta分析扩展(PRISMA-ScR)指南。2023年7月,在PubMed进行了搜索,WebofScience,和Scopus使用与住房相关的定制搜索词,城市化,废物管理实践,和ECC。排除了仅检查ECC患病率而不参考SDG11目标的研究。在那些符合纳入标准的人中,总结了进行研究的国家和地区,采用的研究设计,并完成了调查结果。此外,这些研究还与相关的SDG11目标相关.
    结果:10项研究符合纳入标准,没有一项来自非洲区域。六项研究评估了住房和ECC之间的关联,研究结果表明,父母拥有房屋的儿童的ECC患病率和严重程度较低。探索的其他房屋相关参数是大小,房间数量,成本和使用的建筑材料。关于家庭中ECC患病率与废物管理方式之间关系的唯一研究没有统计学上的显着关联。五项研究确定了城市化与ECC(城市化,尺寸,和居住的偏远),结果表明,与低收入和中等收入国家的观察结果相反,高收入国家的ECC与城市化之间没有显着联系。没有研究评估生活在贫民窟之间的关系,自然灾害和ECC。我们确定了ECC与SDG11.1和SDG11.3之间的联系。对调查结果的分析表明,ECC与SDG11C(支持最不发达国家建造有弹性的建筑物)之间存在合理的联系。
    结论:很少有研究确定ECC与SDG11之间的联系,研究结果表明,国家收入水平和房屋所有权对ECC的影响可能存在差异作为ECC的保护因素。需要进一步研究,以探索可持续城市的措施及其与SDG11背景下的ECC的联系。
    BACKGROUND: Early childhood caries (ECC) is a multifactorial disease in which environmental factors could play a role. The purpose of this scoping review was to map the published literature that assessed the association between the Sustainable Development Goal (SDG) 11, which tried to make cities and human settlements safe, inclusive, resilient and sustainable, and ECC.
    METHODS: This scoping review followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews (PRISMA-ScR) guidelines. In July 2023, a search was conducted in PubMed, Web of Science, and Scopus using tailored search terms related to housing, urbanization, waste management practices, and ECC. Studies that solely examined ECC prevalence without reference to SDG11 goals were excluded. Of those that met the inclusion criteria, a summary highlighting the countries and regions where the studies were conducted, the study designs employed, and the findings were done. In addition, the studies were also linked to relevant SDG11 targets.
    RESULTS: Ten studies met the inclusion criteria with none from the African Region. Six studies assessed the association between housing and ECC, with findings suggesting that children whose parents owned a house had lower ECC prevalence and severity. Other house related parameters explored were size, number of rooms, cost and building materials used. The only study on the relationship between the prevalence of ECC and waste management modalities at the household showed no statistically significant association. Five studies identified a relationship between urbanization and ECC (urbanization, size, and remoteness of the residential) with results suggesting that there was no significant link between ECC and urbanization in high-income countries contrary to observations in low and middle-income countries. No study assessed the relationship between living in slums, natural disasters and ECC. We identified links between ECC and SDG11.1 and SDG 11.3. The analysis of the findings suggests a plausible link between ECC and SDG11C (Supporting least developed countries to build resilient buildings).
    CONCLUSIONS: There are few studies identifying links between ECC and SDG11, with the findings suggesting the possible differences in the impact of urbanization on ECC by country income-level and home ownership as a protective factor from ECC. Further research is needed to explore measures of sustainable cities and their links with ECC within the context of the SDG11.
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  • 文章类型: Systematic Review
    这项系统审查调查了支持和阻碍社区及其生活环境恢复和康复的做法,在与气候相关的环境灾害之后。尽管关注康复的文献主要是针对个人及其心理健康的干预措施,对36项研究的主题分析建立了一系列可促进集体康复和康复的实践。从强调关键实践的调查结果中确定了四个叙述:(1)集体和社区主导的恢复;(2)认识到背景的重要性,地点,和身份;(3)采用整体的福祉概念和以国家为中心的做法;(4)对文献进行非殖民化和本土化。本研究详细介绍了研究和实践的建议。需要在与气候相关的环境灾难恢复中认识和利用原住民的知识和治疗方法。社区主导的干预措施利用当地知识,网络,和专业知识,这改善了资源的传播,并使恢复工作能够适应社区的具体需求。
    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.
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  • 文章类型: Journal Article
    灾害对心理健康的影响是巨大的,30-40%的直接灾难受害者发展为创伤后应激障碍(PTSD)。目前尚不清楚为什么有些人很好地应对与灾难有关的创伤,而另一些人则经历慢性功能障碍。先前关于非灾难创伤的研究表明,个人在生命过程中早期的创伤经历史,在灾难发生之前,可能是解释对灾难的心理反应变化的关键因素。这项研究评估了飓风过后12年的卡特里娜飓风幸存者样本中,灾前创伤预测PTSD轨迹的程度。使用潜在类别生长分析确定了四种PTSD轨迹:抗性(49.0%),回收率(29.3%),延迟发作(8.0%),和慢性高(13.7%)。在调整协变量后,卡特里娜飓风前的创伤只有很小的,对长期概率的积极影响,慢性Katrina特异性PTSD,对抗性和延迟开始轨迹的概率影响很小。较高的卡特里娜飓风前的创伤暴露适度降低了处于恢复轨迹的可能性,其中卡特里娜特定的PTSD症状最初很高,然后随着时间的推移而下降。当协变量一次添加到模型中时,卡特里娜飓风前期创伤与慢性高度创伤后应激障碍之间的关联因添加卡特里娜飓风相关创伤而减弱最多.我们的研究结果表明,虽然灾难前的创伤暴露对慢性卡特里娜特定的PTSD没有强烈的直接影响,卡特里娜飓风前的创伤可能会通过其他影响卡特里娜飓风相关PTSD的因素影响PTSD,例如通过增加卡特里娜飓风相关创伤的严重程度。这些发现对于制定备灾策略以减轻与灾难有关的PTSD的长期负担具有重要意义。
    The mental health impact of disasters is substantial, with 30-40% of direct disaster victims developing post-traumatic stress disorder (PTSD). It is not yet clear why some people cope well with disaster-related trauma while others experience chronic dysfunction. Prior research on non-disaster trauma suggests that an individual\'s history of traumatic experiences earlier in the life course, prior to the disaster, may be a key factor in explaining variability in psychological responses to disasters. This study evaluated the extent to which pre-disaster trauma predicts PTSD trajectories in a sample of Hurricane Katrina survivors followed for 12 years after the storm. Four PTSD trajectories were identified using latent class growth analysis: Resistant (49.0%), Recovery (29.3%), Delayed-Onset (8.0%), and Chronic-High (13.7%). After adjusting for covariates, pre-Katrina trauma had only a small, positive impact on the probability of long-term, chronic Katrina-specific PTSD, and little effect on the probability of the Resistant and Delayed-Onset trajectories. Higher pre-Katrina trauma exposure moderately decreased the probability of being in the Recovery trajectory, in which Katrina-specific PTSD symptoms are initially high before declining over time. When covariates were added to the model one at a time, the association between pre-Katrina trauma and Chronic-High PTSD was attenuated most by the addition of Katrina-related trauma. Our findings suggest that while pre-disaster trauma exposure does not have a strong direct effect on chronic Katrina-specific PTSD, pre-Katrina trauma may impact PTSD through other factors that affect Katrina-related PTSD, such as by increasing the severity of Katrina-related trauma. These findings have important implications for the development of disaster preparedness strategies to diminish the long-term burden of disaster-related PTSD.
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  • 文章类型: Journal Article
    随着气候变化导致的灾害增加,人口密度,流行病,和技术,需要有关灾后对人们心理健康的后果以及与压力相关的精神障碍如何影响生活的多个领域的信息,包括劳动力市场依恋。我们检验了因果假设,即由于灾难暴露而发展出与压力相关的精神障碍的个体随后经历了弱的劳动力市场依恋和与工作相关的不良结果。我们利用工具变量模型中的自然实验,研究2004年烟花厂爆炸灾难,该灾难导致与压力相关的疾病(创伤后应激障碍,焦虑,和抑郁症)在当地社区的个体中(N=86,726)。我们使用纵向人口层面的行政数据来衡量劳动力市场的结果:病假,失业救济金,提前退休养老金,以及2007年至2010年的工资收入。我们发现,灾难后出现压力相关疾病的人很可能会获得疾病福利,无论是短期还是长期,从长远来看,可能会使用失业救济金并失去工资收入。与压力相关的疾病并没有增加提前退休的可能性。自然实验设计最大程度地减少了忽略混杂因素使心理健康对工作成果的影响产生偏差的可能性。在经历创伤后,解决幸存者的心理健康和就业需求可能会改善他们的劳动力市场结果和国家的经济产出。
    As disasters increase due to climate change, population density, epidemics, and technology, information is needed about postdisaster consequences for people\'s mental health and how stress-related mental disorders affect multiple spheres of life, including labor-market attachment. We tested the causal hypothesis that individuals who developed stress-related mental disorders as a consequence of their disaster exposure experienced subsequent weak labor-market attachment and poor work-related outcomes. We leveraged a natural experiment in an instrumental variables model, studying a 2004 fireworks factory explosion disaster that precipitated the onset of stress-related disorders (posttraumatic stress disorder, anxiety, and depression) among individuals in the local community (N = 86,726). We measured labor-market outcomes using longitudinal population-level administrative data: sick leave, unemployment benefits, early retirement pension, and income from wages from 2007 to 2010. We found that individuals who developed a stress-related disorder after the disaster were likely to go on sickness benefit, both in the short- and long-term, were likely to use unemployment benefits and to lose wage income in the long term. Stress-related disorders did not increase the likelihood of early retirement. The natural experiment design minimized the possibility that omitted confounders biased these effects of mental health on work outcomes. Addressing the mental health and employment needs of survivors after a traumatic experience may improve their labor-market outcomes and their nations\' economic outputs.
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  • 文章类型: Journal Article
    目的:先前的研究报道了关于创伤后应激(PTS)与创伤后成长(PTG)之间关系的不一致发现。三个主要问题可以解释这种不一致:(1)灾难前缺乏关于心理健康问题的信息,(2)PTG的概念仍在审查中,因为它可能是对个人成长的幻想;(3)将PTS合并症视为与时间相关的混杂因素。为了解决这些问题,我们探索了PTS和PTG与创伤相关疾病的关联,并使用边缘结构模型研究了PTS和PTG之间的关联,以解决时间依赖性混杂因素,考虑到灾前协变量,2011年日本地震和海啸的幸存者中。
    方法:灾难发生前七个月,实施基线调查是为了询问位于震中以西80公里的城市中的老年人的健康状况。灾难之后,我们大约每3年实施一次跟踪调查,以收集有关PTS和合并症的信息(抑郁症状,吸烟和饮酒)。我们在2022年调查中询问了受访者的PTG(五波面板数据中n=1,489)。
    结果:PTG与功能性残疾(系数-0.47,95%置信区间(CI)-0.82,-0.12,P<0.01)和经过培训的研究者(系数-0.07,95%CI-0.11,-0.03,P<0.01)和医生(系数-0.06,95%CI-0.11,-0.02,P<0.01)评估的认知下降有关,而PTS与它们没有显著关联。严重受影响的PTS(二元变量)与较高的PTG评分相关,即使在调整了抑郁症状之后,吸烟和饮酒是时间依赖性混杂因素(系数0.35,95%CI0.24,0.46,P<0.01)。我们还发现PTS评分的序数变量与PTG具有倒U形关联。
    结论:PTG和PTS与功能和认知障碍有不同的相关性。因此,PTG可能不仅仅是患有严重PTS的幸存者的认知偏见。结果还表明,PTS中的症状数量与PTG呈倒U型关联。我们的发现为PTG理论提供了有力的支持,表明中等水平的心理斗争(即,PTS)对于实现PTG至关重要,而强烈的PTS可能会阻碍PTG的实现。从临床的角度来看,鼓励社会支持的干预措施可能有助于通过促进深思熟虑来实现PTG。
    OBJECTIVE: Previous studies have reported inconsistent findings regarding the association between post-traumatic stress (PTS) and post-traumatic growth (PTG). Three major issues could account for this inconsistency: (1) the lack of information about mental health problems before the disaster, (2) the concept of PTG is still under scrutiny for potentially being an illusionary perception of personal growth and (3) the overlooking of PTS comorbidities as time-dependent confounding factors. To address these issues, we explored the associations of PTS and PTG with trauma-related diseases and examined the association between PTS and PTG using marginal structural models to address time-dependent confounding, considering pre-disaster covariates, among older survivors of the 2011 Japan Earthquake and Tsunami.
    METHODS: Seven months before the disaster, the baseline survey was implemented to ask older adults about their health in a city located 80 km west of the epicentre. After the disaster, we implemented follow-up surveys approximately every 3 years to collect information about PTS and comorbidities (depressive symptoms, smoking and drinking). We asked respondents about their PTG in the 2022 survey (n = 1,489 in the five-wave panel data).
    RESULTS: PTG was protectively associated with functional disability (coefficient -0.47, 95% confidence interval (CI) -0.82, -0.12, P < 0.01) and cognitive decline assessed by trained investigators (coefficient -0.07, 95% CI -0.11, -0.03, P < 0.01) and physicians (coefficient -0.06, 95% CI -0.11, -0.02, P < 0.01), while PTS was not significantly associated with them. Severely affected PTS (binary variable) was associated with higher PTG scores, even after adjusting for depressive symptoms, smoking and drinking as time-dependent confounders (coefficient 0.35, 95% CI 0.24, 0.46, P < 0.01). We also found that an ordinal variable of the PTS score had an inverse U-shaped association with PTG.
    CONCLUSIONS: PTG and PTS were differentially associated with functional and cognitive disabilities. Thus, PTG might not simply be a cognitive bias among survivors with severe PTS. The results also indicated that the number of symptoms in PTS had an inverse U-shaped association with PTG. Our findings provided robust support for the theory of PTG, suggesting that moderate levels of psychological struggles (i.e., PTS) are essential for achieving PTG, whereas intense PTS may hinder the attainment of PTG. From a clinical perspective, interventions that encourage social support could be beneficial in achieving PTG by facilitating deliberate rumination.
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  • 文章类型: Journal Article
    背景:儿童和青少年,在自然和人为灾难之后,经常表现出各种心理,情感,和行为问题,显示一系列与创伤后应激障碍(PTSD)和抑郁症相关的临床症状。这篇综述使用网络荟萃分析(NMA)方法对暴露于自然和人为灾难后的儿童和青少年的PTSD和抑郁症的心理干预措施进行比较和排名。
    方法:确定了对暴露于自然和人为灾难的儿童和青少年的PTSD和抑郁症进行心理社会干预的随机研究。结果是干预后和1-12个月随访时的PTSD和抑郁症状。合并干预后和随访时干预对之间的标准化平均差异(SMD)。计算了95%可信区间(CI)的平均效应大小,并使用累积排序曲线下的表面估计所有干预措施的排序概率。使用Cochrane用于随机试验的偏倚风险工具(RoB2)的第2版评估研究质量。
    结果:总计,该NMA包括26项研究,包括4331名参与者。眼动脱敏和再处理治疗(EMDR)(SMD=-0.67;95%CI-1.17至-0.17),暴露疗法(ET)(SMD=-0.66;95%CI-1.11至-0.22),和认知行为疗法(CBT)(SMD=-0.62;95%CI-0.90至-0.34)在干预后对PTSD的疗效明显高于非活动干预。EMDR(SMD=-0.72;95%CI-1.11至-0.33)和ET(SMD=-0.62;95%CI-0.97至-0.27)与随访时PTSD症状的减少有关。干预后EMDR(SMD=-0.40;95%CI-0.78至-0.03)和游戏疗法(PT)(SMD=-0.37;95%CI-0.62至-0.12)对抑郁症的疗效明显高于非活动干预。对于所有在随访时减少抑郁症状的心理干预,与不活动干预相比,差异不显著。
    结论:EMDR似乎在减少遭受自然和人为灾害的儿童和青少年的PTSD和抑郁症方面最有效。此外,ET和CBT在干预后可能有效减少PTSD症状,而PT在治疗终点时有利于控制抑郁症状。
    BACKGROUND: 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.
    CONCLUSIONS: 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.
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  • 文章类型: Journal Article
    灾难,灾难,和灾变是一些描述不良事件严重程度的英语术语。平民,记者,和专业人员经常使用这些术语来沟通和报告任何事件的严重性。这种语言方法是最实用的方法,以迅速达到各级地方/区域/国家,灾害期间的国际利益相关者。因此,灾害术语在灾害管理中起着重要作用。然而,要达到灾难严重程度的实际程度,不能仅仅通过使用这些术语来理解,因为它们可以互换使用。不幸的是,没有一致的方法来区分灾害术语。此外,没有全球公认的标准技术来传达灾难发生时的严重程度;一个观察者的“灾难”可以是另一个“灾难”。因此,当应急管理系统之间没有商定的术语时,一个国家管理极端事件的能力是困难的。需要一个标准的严重性分类系统来理解,沟通,报告,并教育利益相关者。本文介绍了人们对不同地理区域灾难术语的看法,灾难词汇和词汇的排名和差异。它探讨了人们如何看待重大事件(例如,Covid-19大流行),并提出了灾害术语的排名,以创建适合全球使用的严重性分类系统。
    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.
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  • 文章类型: Journal Article
    由于气候变化引起的事件使灾难复杂化后,由于社会和环境条件中断而引起的传染病爆发。这项研究旨在确定生物气候变量和极端事件对最常见的气候敏感性传染病(CSID)患病率的争论;伊朗的疟疾。
    本系统综述研究是关于生物气候变量对疟疾流行率的影响,作为一个共同的CSID。搜索分为三个部分:全球气候变化相关研究,与灾难有关的,以及在伊朗进行的研究。文献检索的重点是2000年3月至2021年12月用英语和波斯语发表的论文,使用电子数据库;Scopus,WebofScience,PubMed,谷歌学者,SID,马吉兰,伊朗医生
    总的来说,41项研究符合纳入标准。各种类型的气候变量包括;温度,降雨,相对湿度,和水文事件,包括;洪水,干旱,据报道,气旋是疟疾的预测因子。研究结果,在伊朗和世界其他地区都是不适当的,而且往往是不一致的。
    确定疟疾爆发风险对于评估脆弱性至关重要,以及确定需要卫生系统来减少人口脆弱性和暴露的起点。大多数相关研究的发现与获得可靠信息并不一致,在全国所有气候和地区进行更广泛的研究,通过气候模型和高精度风险图,建议使用长期的生物气候变量和疟疾趋势。
    UNASSIGNED: Infectious outbreaks due to disrupted social and environmental conditions after climate change-induced events complicate disasters. This research aimed to determine the contentions of bioclimatic variables and extreme events on the prevalence of the most common Climate-Sensitive Infectious Disease (CSID); Malaria in Iran.
    UNASSIGNED: The present narrative systematic review study was conducted on the bioclimatic variable impact on the prevalence of malaria, as a common CSID. The search was conducted in 3 sections: global climate change-related studies, disaster related, and studies that were conducted in Iran. The literature search was focused on papers published in English and Persian from Mar 2000 to Dec 2021, using electronic databases; Scopus, Web of Science, PubMed, Google Scholar, SID, Magiran, and IranDoc.
    UNASSIGNED: Overall, 41 studies met the inclusion criteria. The various types of climatic variables including; Temperature, rainfall, relative humidity, and hydrological events including; flood, drought, and cyclones has been reported as a predictor of malaria. The results of studies, inappropriately and often were inconsistent in both Iran and other parts of the world.
    UNASSIGNED: Identifying malaria outbreak risks is essential to assess vulnerability, and a starting point to identify where the health system is required to reduce the vulnerability and exposure of the population. The finding of most related studies is not congruent to achieve reliable information, more extensive studies in all climates and regions of the country, by climatic models and high accuracy risk map, using the long period of bioclimatic variables and malaria trend is recommended.
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  • 文章类型: Journal Article
    自然灾害的研究是一个至关重要的领域,涉及分析发生,影响,以及可能对社区和环境造成重大损害的各种自然灾害的后果。有效的废物管理和环境保护需要对废物进行适当的分类。分析自然灾害和对废物进行分类可能是一项耗时的任务,和传统的方法经常与它斗争。然而,一种称为联合学习视觉几何小组(VGG-FL)的新方法已被引入以应对这些挑战。该方法使用黄金搜索优化(GSO)算法进行特征选择,并利用具有联合学习的VGG进行特征提取和分类。为了检验该方法的有效性,灾难图像数据集用于训练VGG-FL模型。结果表明,VGG-FL模型在识别和分类各种灾难场景方面具有出色的准确性。废物分类数据集同时训练VGG-FL模型,根据废物的特征和潜在危害对废物进行分类。要衡量模型的性能,几个评估指标,如准确性,特异性,精度,F1分数,并利用召回来评估所提出的VGG-FL方法的有效性。然后将这些结果与现有方法进行比较。VGG-FL方法表现得非常好,达到98.52%的准确度,97.48%精度,97.83%召回,97.58%F1得分,和97.12%的特异性。这些实验结果证明了VGG-FL方法在分析自然灾害和对废料进行分类方面的有效性。
    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.
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