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Vegetation reduces cooling demand in low-income neighborhoods on hot days in Chicago 植被减少了芝加哥低收入社区炎热天的降温需求
IF 2.5 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-02 DOI: 10.1088/2515-7620/ad5e3c
Kanaan C Hardaway, Minsoo Choi, R. Nateghi, Sara McMillan, Zhao Ma, B. Hardiman
Cooling energy demand is sensitive to urban form and socioeconomic characteristics of cities. Climate change will impact how these characteristics influence cooling demand. We use random forest machine learning methods to analyze the sensitivity of cooling demand in Chicago, IL, to weather, vegetation, building type, socioeconomic, and control variables by dividing census tracts of the city into four groups: below-Q1 income--hot days; above-Q1 income--hot days; below-Q1 income--regular days; and above-Q1 income--regular days. Below-Q1 census tracts experienced an increase in cooling demand on hot days while above-Q1 census tracts did not see an increase in demand. Weather and control variables unsurprisingly had the most influence on cooling demand. Among the variables of interest, vegetation was associated with reduced cooling demand for below-Q1 income on hot days and increased cooling demand for below-Q1 income on regular days. In above-Q1 income census tracts building type was the most closely associated non-weather or control variable with cooling demand. The sensitivity of cooling demand for below-Q1 income census tracts to vegetation on hot days suggests vegetation could become more important for keeping cities cool for low-income populations as global temperatures increase. This result further highlights the importance of considering environmental justice in urban design.
制冷能源需求对城市形态和社会经济特征非常敏感。气候变化将影响这些特征对制冷需求的影响。我们使用随机森林机器学习方法分析了伊利诺伊州芝加哥市的制冷需求对天气、植被、建筑类型、社会经济和控制变量的敏感性,将该市的人口普查区分为四组:低于 Q1 收入的炎热天;高于 Q1 收入的炎热天;低于 Q1 收入的正常天;高于 Q1 收入的正常天。收入低于第一季度的人口普查区在高温天的制冷需求增加,而收入高于第一季度的人口普查区的需求没有增加。天气和控制变量对制冷需求的影响最大,这一点不足为奇。在相关变量中,植被与 Q1 收入以下人口普查区炎热天降温需求减少和 Q1 收入以下人口普查区普通天降温需求增加有关。在 Q1 收入以上的人口普查区,建筑类型是与冷却需求关系最密切的非天气或控制变量。Q1 收入以下人口普查区在热天的降温需求对植被的敏感性表明,随着全球气温的升高,植被对低收入人群保持城市凉爽可能变得更加重要。这一结果进一步强调了在城市设计中考虑环境正义的重要性。
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引用次数: 0
Impacts on water quality of producing biogas on pig farms as a function of the associated agricultural practices 养猪场生产沼气对水质的影响与相关农业生产方式有关
IF 2.5 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-02 DOI: 10.1088/2515-7620/ad5e62
Ouarda Baziz, Fabrice Beline, Patrick Durand
The aim of this study was to assess positive or negative impacts of anaerobic digestion (AD) on water quality using a systemic approach. To this end, we used the agro-hydrological model Topography-based Nitrogen Transfer and Transformation (TNT2), a spatially explicit model that simulates nitrogen and water flows at the watershed scale on a daily time step. Four scenarios were constructed and analyzed: a baseline before the introduction of AD (S0), AD with adjusted fertilization (S1), AD with unadjusted fertilization (S2), and agroecological AD (S3). The results showed that, when spreading practices were similar and an equivalent amount of effective nitrogen was applied, digested pig slurry generally had a predicted amount of nitrate leaching similar to that of undigested pig slurry. In addition, replacing catch crops with energy cover crops had little impact on water quality. Scenario S3 was the most favorable one for water quality and biogas production, but not for soil organic nitrogen storage and food and feed production. This study’s strength is its systemic approach, which considered both environmental and agronomic aspects to assess the scenarios.
本研究旨在采用系统方法评估厌氧消化(AD)对水质的积极或消极影响。为此,我们使用了农业水文模型 "基于地形的氮转移和转化(TNT2)",这是一个空间显式模型,以每天的时间步长模拟流域尺度上的氮流和水流。构建并分析了四种情景:引入反倾销措施前的基准情景(S0)、调整施肥量的反倾销措施情景(S1)、未调整施肥量的反倾销措施情景(S2)以及农业生态反倾销措施情景(S3)。结果表明,在施肥方法相似且施用等量有效氮的情况下,消化猪粪浆的硝酸盐沥滤预测量通常与未消化猪粪浆的硝酸盐沥滤预测量相似。此外,用能源覆盖作物替代捕获作物对水质的影响很小。方案 S3 对水质和沼气生产最有利,但对土壤有机氮储存以及粮食和饲料生产不利。这项研究的优势在于它采用了系统方法,从环境和农艺两个方面来评估各种方案。
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引用次数: 0
The observation range adjusted method: a novel approach to accounting for observation uncertainty in model evaluation 观测范围调整法:在模型评估中考虑观测不确定性的新方法
IF 2.9 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-02 DOI: 10.1088/2515-7620/ad5ad8
J P Evans and H M Imran
Model evaluations are performed by comparing a modelled quantity with an observation of that quantity and any deviation from this observed quantity is considered an error. We know that all observing systems have uncertainties, and multiple observational products for the same quantity can provide equally plausible ‘truths’. Thus, model errors depend on the choice of observation used in the evaluation exercise. We propose a method that considers models to be indistinguishable from observations when they lie within the range of observations, and hence are not assigned any error. Errors are assigned when models are outside the observational range. Errors calculated in this way can be used within traditional statistics to calculate the Observation Range Adjusted (ORA) version of that statistic. The ORA statistics highlight the measurable errors of models, provide more robust model performance rankings, and identify areas of the model where further model development is likely to lead to consistent model improvements.
模型评估是通过比较模型量和观测量来进行的,与观测量的任何偏差都被视为误差。我们知道,所有观测系统都有不确定性,对同一数量的多个观测产品可以提供同样可信的 "真相"。因此,模型误差取决于评估工作中对观测数据的选择。我们提出的方法是,当模型在观测范围内时,认为模型与观测结果没有区别,因此不分配任何误差。当模型超出观测范围时,就会产生误差。以这种方法计算出的误差可用于传统统计中,计算出该统计的观测范围调整(ORA)版本。观测范围调整统计量突出了模型的可测量误差,提供了更可靠的模型性能排名,并确定了进一步模型开发可能导致模型持续改进的模型区域。
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引用次数: 0
Little prairie under the panel: testing native pollinator habitat seed mix establishment at three utility-scale solar sites in Minnesota 面板下的小草原:在明尼苏达州三个公用事业级太阳能发电站测试本地授粉者栖息地混合种子的建立情况
IF 2.9 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-02 DOI: 10.1088/2515-7620/ad5b3c
James McCall, Brenda Beatty, Jake Janski, Kate Doubleday, Jordan Martin, Heidi Hartmann, Leroy J Walston and Jordan Macknick
As more land is being utilized for large-scale solar energy projects, there are increasing discussions from stakeholders on how to utilize land under solar panels to promote biodiversity. One path is to plant habitat beneficial to pollinators and other insects, but there have been few long-term studies that examine how different vegetation and seed mixes establish underneath solar panels. This study addresses a scientific gap to determine whether native pollinator seed mixes successfully establish over time under solar arrays using a systematic assessment of eight seed mixes planted at three utility-scale solar sites in Minnesota. We assess establishment with a percent native coverage metric, which is an assessment of native species observations compared to total observations during percent cover analyses in our vegetative test plots. The percent native coverage metric allows for a measurement of how the seed mix established and how the seed mix persists over time. The percent native coverage under and in between the solar photovoltaic (PV) arrays rose from 10% after one year of planting to 58% after three years across all sites, while the native coverage of the full sun control area rose from 9.6% to 70% under the same period, showing that native prairie and pollinator plants successfully established under the array, although to a lesser extent than in full sun conditions. Percent native coverage under the PV arrays rose 5- to 8-fold for each of the three sites from over the course of the study, while the coverage of weeds decreased for all three sites over the same period. Percent native coverage varied by seed mix over the project years, but every seed mix experienced a higher percent native coverage year after year under the PV arrays. Our results did not indicate a difference in establishment across placement within the array; the center, west, and east portions of the areas in between panels had similar establishment rates at two out of three sites, indicating that the same seed mix can be applied throughout the array. Out of 101 plant species seeded, we observed the establishment of 68 species in our vegetative test plots, and we detailed the top 20 observed species to inform future seed mix development. Based on these findings, native pollinator vegetation can establish over time at solar arrays, and it can be suitable for creating habitat at utility-scale solar sites.
随着越来越多的土地被用于大型太阳能项目,利益相关者越来越多地讨论如何利用太阳能电池板下的土地来促进生物多样性。其中一个途径是种植对授粉昆虫和其他昆虫有益的栖息地,但很少有长期研究来考察不同的植被和种子组合如何在太阳能电池板下建立。本研究填补了这一科学空白,通过对明尼苏达州三个公用事业级太阳能基地种植的八种混合种子进行系统评估,确定本地传粉昆虫混合种子是否能随着时间的推移在太阳能电池阵下成功建立。我们采用原生植物覆盖率百分比指标来评估建立情况,该指标是在植被试验小区进行覆盖率百分比分析时,将观察到的原生物种与观察到的总物种进行比较。原生物种覆盖率指标可用于衡量混合种子的建立情况以及混合种子的长期存活情况。在所有地点,太阳能光伏阵列下和阵列之间的原生植物覆盖率从种植一年后的 10% 上升到三年后的 58%,而在同一时期,全日照对照区的原生植物覆盖率从 9.6% 上升到 70%,这表明原生草原植物和授粉植物成功地在阵列下建立了植被,尽管其程度低于全日照条件下的植被。在研究过程中,三个地点的光伏阵列下的原生植物覆盖率都上升了 5 到 8 倍,而同期三个地点的杂草覆盖率都有所下降。在项目实施的几年中,不同混合种子的原生覆盖率各不相同,但在光伏阵列的作用下,每种混合种子的原生覆盖率都逐年提高。我们的结果并未显示阵列内不同位置的建植率存在差异;在三个地点中的两个地点,电池板之间区域的中部、西部和东部的建植率相似,这表明可以在整个阵列中使用相同的混合种子。在播种的 101 个植物物种中,我们观察到 68 个物种在无性系试验小区中成活,并详细列出了观察到的前 20 个物种,为未来混合种子的开发提供参考。根据这些研究结果,本地授粉者植被可以在太阳能电池阵上逐渐形成,并且适合在公用事业规模的太阳能发电站创建栖息地。
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引用次数: 0
Motivating parents to protect their children from wildfire smoke: the impact of air quality index infographics 激励父母保护孩子免受野火烟雾的影响:空气质量指数信息图表的影响
IF 2.9 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-30 DOI: 10.1088/2515-7620/ad5931
Catherine E Slavik, Daniel A Chapman, Hollie Smith, Michael Coughlan and Ellen Peters
Background. Wildfire smoke events are increasing in frequency and intensity due to climate change. Children are especially vulnerable to health effects even at moderate smoke levels. However, it is unclear how parents respond to Air Quality Indices (AQIs) frequently used by agencies to communicate air pollution health risks. Methods. In an experiment (3 × 2 × 2 factorial design), 2,100 parents were randomly assigned to view one of twelve adapted AQI infographics that varied by visual (table, line, gauge), index type (AQI [0-500], AQHI [1-11+]), and risk level (moderate, high). Participants were told to imagine encountering the infographic in a short-term exposure scenario. They reported worry about wildfire smoke, intentions to take risk-mitigating actions (e.g., air purifier use), and support for various exposure reduction policies. Subsequently, participants were told to imagine encountering the same infographic daily during a school week in a long-term exposure scenario and again reported worry, action intentions, and policy support. Results. Parents’ responses significantly differentiated between risk levels that both pose a threat to children’s health; worry and action intentions were much higher in the high-risk group than the moderate-risk group in both short-exposure (F = 748.68 p<.001; F = 411.59, p<.001) and long-exposure scenarios (F = 470.51, p<.001; F = 212.01, p<.001). However, in the short-exposure scenario, when shown the AQHI [1-11+] with either the line or gauge visuals, parents’ action intentions were more similar between moderate- and high-risk level groups (3-way interaction, F = 6.03, p = .002). Conclusions. These results suggest some index formats such as the AQHI—rather than the AQI—may better attune parents to moderate levels of wildfire smoke being dangerous to children’s health. Our research offers insights for agencies and officials seeking to improve current public education efforts during wildfire smoke events and speaks to the critical need to educate parents and help them act short-term and long-term to protect children’s health.
背景。由于气候变化,野火烟雾事件的频率和强度都在增加。即使烟雾浓度适中,儿童也特别容易受到健康影响。然而,目前还不清楚家长如何应对空气质量指数(AQIs),该指数经常被相关机构用来传达空气污染的健康风险。研究方法在一项实验(3 × 2 × 2 因式设计)中,2100 名家长被随机分配观看 12 幅经过改编的空气质量指数信息图表之一,这些图表的视觉效果(表格、线条、仪表)、指数类型(空气质量指数 [0-500]、空气质量健康指数 [1-11+])和风险等级(中度、高度)各不相同。参与者被告知想象在短期暴露情景中遇到信息图表。他们报告了对野火烟雾的担忧、采取风险缓解措施(如使用空气净化器)的意愿以及对各种减少暴露政策的支持。随后,参与者被告知在长期暴露情景下,想象在学校一周内每天都会遇到相同的信息图表,并再次报告了他们的担忧、行动意向和政策支持。结果。家长们的回答明显区分了对儿童健康都构成威胁的风险水平;在短期暴露情景(F = 748.68,p<.001;F = 411.59,p<.001)和长期暴露情景(F = 470.51,p<.001;F = 212.01,p<.001)中,高风险组的担心程度和行动意向都远高于中度风险组。然而,在短时间暴露情景中,当显示AQHI[1-11+]时,无论是线条还是量表视觉效果,家长的行动意向在中度风险组和高度风险组之间更为相似(三方交互作用,F = 6.03,p = .002)。结论这些结果表明,一些指数形式(如空气质量健康指数)比空气质量指数更能让家长意识到中度野火烟雾对儿童健康的危害。我们的研究为有关机构和官员在野火烟雾事件中改进当前的公众教育工作提供了启示,并说明了教育家长并帮助他们采取短期和长期行动以保护儿童健康的迫切需要。
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引用次数: 0
Statistical-based spatial analysis on urban water management under changing environments: a case study of Hawassa, Ethiopia 变化环境下城市水资源管理的统计空间分析:埃塞俄比亚哈瓦萨案例研究
IF 2.9 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-30 DOI: 10.1088/2515-7620/ad59f3
Abreham Birhane Kassay, Abraham Woldemichael Tuhar, Mihret Dananto Ulsido and Markos Mathewos Godebo
Hawassa characterizes a typical developing city in Ethiopia, owning to rapid urban growth and demographic trends. The combined effect of climate change and urban expansion is increasing the challenge to the environment and the services it provides. Relating changing environments with urban water management (UWM) is required to build resilience in the urban environment. This research analyzed local climate change and urban growth and linked it to UWM. The historical period 1990–2021 of daily rainfall, temperature variables, four satellite imageries, and DEM were analyzed. Changes in rainfall (annual and daily maximum) and temperature (maximum and minimum) trends are detected and projected to 2051 using a statistical-based model. With geospatial techniques sub-watersheds are delineated, and the urban cover change is quantified. The trend detection result implies an upward trend of annual and daily maximum rainfalls however a significance is insufficient (p > 0.05) to associate it with climate change during the study period. Maximum and minimum temperatures change indicate a positive and significant trend. The forecasting result suggests an increment of both temperatures (0.5 °C–1.5 °C) to the projected period compared to historical scenario. The land cover analysis results show the built-up area changed from 11.6 km2 (7.2%) to 42.5 km2 (26.5%) during the historical period, where the rate varies spatially. The surface runoff increased by 30.7% in the urban watersheds. With a growth rate of 8.9% built-up, the urban area will cover 73.6 km2 (45.9%) for the predicted period. The research finding justifies the potential to reorganize the relationship between the spatial effect of climate change and urban growth on UWM. Considering distinct characteristics of urban watershed, exposure to flooding risk, access to water demand and resilient to climate change have spatial variation. Thus, a local-specific planning approach will support effective UWM and climate adaptation for sustainable city development.
哈瓦萨是埃塞俄比亚一个典型的发展中城市,城市发展迅速,人口结构趋于复杂。气候变化和城市扩张的综合影响正在加大对环境及其服务的挑战。将不断变化的环境与城市水资源管理(UWM)联系起来,是建设城市环境复原力的需要。这项研究分析了当地的气候变化和城市发展,并将其与城市水资源管理联系起来。研究分析了 1990-2021 年历史时期的日降雨量、温度变量、四幅卫星图像和 DEM。利用基于统计的模型,检测了降雨量(年最大降雨量和日最大降雨量)和气温(最高气温和最低气温)的变化趋势,并预测到 2051 年。利用地理空间技术划分了子流域,并量化了城市覆盖面的变化。趋势检测结果表明,年降雨量和日最大降雨量呈上升趋势,但与研究期间的气候变化相关性不足(P > 0.05)。最高气温和最低气温的变化呈显著的正趋势。预测结果表明,与历史情景相比,预测期间的气温都将上升(0.5 ℃-1.5 ℃)。土地覆被分析结果表明,在历史时期,建成区面积从 11.6 平方公里(7.2%)变为 42.5 平方公里(26.5%),其变化率因空间而异。城市流域的地表径流量增加了 30.7%。按 8.9% 的建成区增长率计算,预测期内城市面积将达到 73.6 平方公里(45.9%)。这一研究结果证明,有可能重新组织气候变化和城市发展对西华大学的空间影响之间的关系。考虑到城市流域的不同特点,洪水风险的暴露、水需求的获取以及对气候变化的适应能力都存在空间差异。因此,因地制宜的规划方法将支持有效的水资源综合管理和气候适应,促进城市的可持续发展。
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引用次数: 0
Assessment of water quality, heavy metal pollution and human health risks in the Canal system of Ho Chi Minh City, Vietnam 越南胡志明市运河水系的水质、重金属污染和人类健康风险评估
IF 2.9 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-30 DOI: 10.1088/2515-7620/ad5ad7
Nguyen Xuan Tong, Nguyen Thi Thanh Thao and Le Hung Anh
This study was conducted to determine the surface water quality and health risks in Ho Chi Minh City (HCMC) canals. 180 water samples and 180 sediment samples were collected from 15 canal locations in HCMC in 2021 and 2022. The Water Quality Index (WQI) assessment results indicated that the water quality in 2021 ranged from unsuitable to good, with a trend towards improvement in 2022, where good quality water was predominant. TMs PCA/FA identified domestic and agricultural wastewater from HCMC residents as influencing the water quality. Most TMs detected in surface water were within the limits the Vietnamese Ministry of Natural Resources and Environment allowed, except for Pb in 2022 (> 0.02 mg l−1). For sediments, TMs concentrations were higher than in water samples but showed a decreasing trend over the survey period in the order of Hg < Cd < As < Pb < Cu. The findings show that sediments are more strongly affected by TMs than surface water, with the main sources being industrial and agricultural human activities. The non-cancer risk assessment showed that children are more exposed to TMs than adults, mainly through ingestion. Additionally, the cancer risk assessment (CR) identified As in sediments as posing an unacceptable cancer risk (TCR > 1 × 10−4). Therefore, it is necessary to establish high-frequency monitoring policies to analyze and reduce TMs concentrations in water and sediments of the canals to protect human health.
本研究旨在确定胡志明市(HCMC)运河的地表水水质和健康风险。2021 年和 2022 年,在胡志明市 15 个运河地点采集了 180 份水样和 180 份沉积物样本。水质指数(WQI)评估结果表明,2021 年的水质从不佳到良好不等,2022 年的水质呈改善趋势,良好水质占主导地位。TMs PCA/FA 确定胡志明市居民的生活和农业废水对水质有影响。地表水中检测到的大多数三卤甲烷都在越南自然资源与环境部允许的范围内,只有 2022 年的铅除外(> 0.02 毫克/升)。沉积物中的三卤甲烷浓度高于水样,但在调查期间呈下降趋势,依次为汞 < 镉 <砷 < 铅 < 铜。研究结果表明,沉积物受三卤甲烷的影响比地表水更严重,主要来源是工业和农业人类活动。非致癌风险评估显示,儿童比成人更多地接触到三卤甲烷,主要是通过摄入。此外,癌症风险评估(CR)确定沉积物中的砷具有不可接受的癌症风险(TCR > 1 × 10-4)。因此,有必要制定高频监测政策,分析并降低运河水和沉积物中的三卤甲烷浓度,以保护人类健康。
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引用次数: 0
Climate change mitigation from increased paper recycling in Sweden: conserving forests or utilizing substitution? 瑞典通过增加纸张回收缓解气候变化:保护森林还是利用替代品?
IF 2.9 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-26 DOI: 10.1088/2515-7620/ad5930
Maximilian Schulte, Ragnar Jonsson, Torun Hammar, Jeannette Eggers, Johan Stendahl and Per-Anders Hansson
Climate change mitigation by increased paper recycling can alleviate the two-sided pressure on the Swedish forest sector: supplying growing demands for wood-based products and increasing the forest carbon sink. This study assesses two scenarios for making use of a reduced demand for primary pulp resulting from an increased paper recycling rate in Sweden, from the present 72% to 78%. A Conservation scenario uses the saved primary pulp to reduce pulplog harvests so as to increase the forest carbon sink concomitant with constant overall wood product supply. In contrast, a Substitution scenario uses the saved primary pulp to produce man-made cellulosic fibers (MMCF) from dissolving pulp replacing cotton fiber, implying increased overall wood product supply. Our results suggest that utilizing efficiency gains in paper recycling to reduce pulplog harvests is better from a climate change mitigation perspective than producing additional MMCF to substitute cotton fiber. This conclusion holds even when assuming the use of by-products from dissolving pulp making and an indirect increase in MMCF availability. Hence, unless joint improvements across the value chain materialize, the best climate change mitigation option from increased paper recycling in Sweden would seemingly be to reduce fellings rather than producing additional MMCF.
通过提高纸张回收利用率来减缓气候变化,可以减轻瑞典林业部门面临的双面压力:既要满足日益增长的木质产品需求,又要增加森林碳汇。本研究评估了两种方案,以利用瑞典纸张回收率从目前的 72% 提高到 78% 后对原生纸浆需求的减少。保护方案利用节省下来的原生纸浆减少纸浆木浆的采伐量,从而在保持总体木制品供应量不变的同时增加森林碳汇。与此相反,替代方案利用节省下来的原生纸浆生产人造纤维素纤维 (MMCF),用溶解纸浆替代棉纤维,这意味着总体木制品供应量增加。我们的研究结果表明,从减缓气候变化的角度来看,利用纸张回收效率的提高来减少原浆的收获量要比生产更多的人造纤维素纤维来替代棉纤维更好。即使假设使用溶解浆制造过程中产生的副产品并间接增加 MMCF 的供应量,这一结论也是成立的。因此,除非整个价值链的联合改进得以实现,否则瑞典增加纸张回收利用的最佳气候变化减缓方案似乎是减少伐木量,而不是生产更多的 MMCF。
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引用次数: 0
Assessing hotspot for tropical cyclone compound rainstorms from a disaster perspective: a case study in Guangdong, China 从灾害角度评估热带气旋复合暴雨热点:中国广东案例研究
IF 2.9 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-26 DOI: 10.1088/2515-7620/ad53a6
Shanshan Zhao, Ying Li, Dajun Zhao and Yundi Jiang
In Guangdong Province, China, known as a hotspot for tropical cyclone (TC) and rainstorm disasters, investigating the role of hazard factors for both TC and rainstorm disasters is of great scientific and operational importance. Daily observational data from meteorological stations along with rainstorm/TC disaster loss data at the county level in Guangdong during 2001–2020 were analyzed to compare the characteristics of rainstorm and TC disasters. During the study period, although non-TC rainstorm rainfall in Guangdong was generally greater than TC rainstorm rainfall, TC disaster losses were double those of rainstorm disasters. Non-TC rainstorms and their losses predominantly occurred during the first flood season, whereas TC disaster primarily occurred in the second flood season. Although regional-average TC rainstorm rainfall was similar to non-TC rainstorm rainfall during the second flood season in Guangdong, it was greater than non-TC rainstorm rainfall in western Guangdong. Additionally, the coastal areas were frequently affected by TC strong winds, resulting in greater TC disaster losses than rainstorm disaster losses. The maximum daily precipitation was significantly correlated with rainstorm disaster losses. In areas influenced by both TC strong winds and rainstorms, TC disaster losses exhibited a significant positive correlation with the daily maximum wind speed, and the combined effect of strong winds and rainstorms led to greater disaster losses than with TC rainstorms alone. These findings emphasize the effects of TC strong wind and storm surges, besides those of heavy rainfall, in coastal areas of China when assessing the risks related to TC disasters.
中国广东省是热带气旋(TC)和暴雨灾害的热点地区,研究热带气旋和暴雨灾害的危害因素具有重要的科学和实用意义。本文分析了 2001-2020 年广东省县级气象站的日常观测数据和暴雨/TC 灾害损失数据,以比较暴雨和 TC 灾害的特征。在研究期间,虽然广东的非热带风暴暴雨降雨量普遍大于热带风暴暴雨降雨量,但热带风暴灾害损失却是暴雨灾害损失的两倍。非 TC 暴雨及其损失主要发生在第一汛期,而 TC 灾害主要发生在第二汛期。虽然广东地区第二汛期的区域平均 TC 暴雨降雨量与非 TC 暴雨降雨量相近,但粤西地区的 TC 暴雨降雨量大于非 TC 暴雨降雨量。此外,沿海地区经常受到热带气旋强风的影响,导致热带气旋灾害损失大于暴雨灾害损失。最大日降水量与暴雨灾害损失有明显的相关性。在同时受热带气旋强风和暴雨影响的地区,热带气旋灾害损失与日最大风速呈显著正相关,强风和暴雨的共同影响导致的灾害损失大于单独的热带气旋暴雨。这些发现强调了在评估与 TC 灾害相关的风险时,除暴雨外,TC 强风和风暴潮对中国沿海地区的影响。
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引用次数: 0
Satellite Mapping and Demarcation Analysis for Coastal Regulation Zones Assessment 用于海岸调节区评估的卫星测绘和划界分析
IF 2.9 4区 环境科学与生态学 Pub Date : 2024-06-14 DOI: 10.1088/2515-7620/ad58ad
Joel Eldo, Efstratios Ntantis
Rapid urbanization and expanding tourism have led to widespread encroachments, particularly in flood-prone areas, where land degradation is more likely. Conventional methods of on-foot inspections for detecting these encroachments are intricate and time-consuming. A scarcity of data has resulted in undocumented violations, prompting the need for advanced technologies like satellite remote sensing. The current paper focuses on demonstrating the effectiveness of satellite remote sensing in detecting large-scale encroachments near flood-prone zones. Due to frequent undetected illegal constructions, Coastal Regulation Zones (CRZ) are a specific area of interest. This study employs a well-established method of analysis acquired from an extensive literature review to investigate illegal construction and encroachments via remote sensing advances. The research advocates for a practical analysis to combat illegal constructions in CRZs, presenting a comprehensive database through a concise portal for easy accessibility and analysis. The case study in Kerala, India, a region prone to natural disasters like monsoon floods, provides crucial data for measuring the boundaries required to preserve the ecosystem. The research underscores the significance of satellite remote sensing in efficiently addressing environmental threats posed by encroachments, offering insights applicable to regions facing similar challenges. This analysis has proven effective in diverse global settings and offers a standardized approach for demarking CRZ throughout the globe. Its adaptability and reliability across different terrain types and climatic conditions underscore its potential as a valuable tool in mapping encroachments. The current study contributes to the discourse on sustainable urban development, aiming to inform policies promoting resilience and ecological consciousness in rapid urbanization and tourism expansion.
快速的城市化和不断扩大的旅游业导致了广泛的侵占行为,尤其是在洪水易发地区,那里的土地更容易退化。传统的徒步检查方法既复杂又耗时。数据匮乏导致违规行为无据可查,因此需要卫星遥感等先进技术。本文重点论证了卫星遥感在检测洪水易发区附近大规模侵占行为方面的有效性。由于经常出现未被发现的非法建筑,沿海管制区(CRZ)是一个特定的关注领域。本研究采用了从大量文献综述中获得的成熟分析方法,通过遥感技术调查非法建筑和侵占行为。该研究主张采用实用的分析方法来打击 CRZ 中的非法建筑,并通过一个简洁的门户网站提供一个全面的数据库,以便于访问和分析。印度喀拉拉邦是季风洪水等自然灾害的多发地区,该案例研究为测量保护生态系统所需的边界提供了重要数据。这项研究强调了卫星遥感在有效解决侵占造成的环境威胁方面的重要性,为面临类似挑战的地区提供了适用的见解。事实证明,这种分析方法在全球各种环境中都很有效,并为在全球范围内划定 CRZ 提供了一种标准化方法。它在不同地形类型和气候条件下的适应性和可靠性突出了其作为绘制侵占地图的宝贵工具的潜力。当前的研究为有关可持续城市发展的讨论做出了贡献,旨在为在快速城市化和旅游业扩张过程中促进复原力和生态意识的政策提供信息。
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引用次数: 0
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Environmental Research Communications
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