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Co-Cultivation and Matching of Early- and Late-Maturing Pearl Millet Varieties to Sowing Windows Can Enhance Climate-Change Adaptation in Semi-Arid Sub-Saharan Agroecosystems 早、晚熟珍珠谷子品种与播窗配种可提高撒哈拉以南半干旱地区农业生态系统对气候变化的适应性
Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-11-10 DOI: 10.3390/cli11110227
Simon Kamwele Awala, Kudakwashe Hove, Johanna Shekupe Valombola, Helena Nalitende Nafuka, Evans Kamwi Simasiku, Barthlomew Chataika, Lydia Ndinelao Horn, Simon Angombe, Levi S. M. Akundabweni, Osmund D. Mwandemele
In semi-arid regions, climate change has affected crop growing season length and sowing time, potentially causing low yield of the rainfed staple crop pearl millet (Pennisetum glaucum L.) and food insecurity among smallholder farmers. In this study, we used 1994–2023 rainfall data from Namibia’s semi-arid North-Central Region (NCR), receiving November–April summer rainfall, to analyze rainfall patterns and trends and their implications on the growing season to propose climate adaptation options for the region. The results revealed high annual and monthly rainfall variabilities, with nonsignificant negative trends for November–February rainfalls, implying a shortening growing season. Furthermore, we determined the effects of sowing date on grain yields of the early-maturing Okashana-2 and local landrace Kantana pearl millet varieties and the optimal sowing window for the region, using data from a two-year split-plot field experiment conducted at the University of Namibia—Ogongo Campus, NCR, during the rainy season. Cubic polynomial regression models were applied to grain-yield data sets to predict grain production for any sowing date between January and March. Both varieties produced the highest grain yields under January sowings, with Kantana exhibiting a higher yield potential than Okashana-2. Kantana, sown by 14 January, had a yield advantage of up to 36% over Okashana-2, but its yield gradually reduced with delays in sowing. Okashana-2 exhibited higher yield stability across January sowings, surpassing Kantana’s yields by up to 9.4% following the 14 January sowing. We determined the pearl millet optimal sowing window for the NCR to be from 1–7 and 1–21 January for Kantana and Okashana-2, respectively. These results suggest that co-cultivation of early and late pearl millet varieties and growing early-maturing varieties under delayed seasons could stabilize grain production in northern Namibia and enhance farmers’ climate adaptation. Policymakers for semi-arid agricultural regions could utilize this information to adjust local seed systems and extension strategies.
在半干旱地区,气候变化影响了作物的生长季节长度和播种时间,可能造成雨养主食珍珠粟(Pennisetum glaucum L.)的低产量和小农的粮食不安全。在这项研究中,我们使用1994-2023年纳米比亚半干旱中北部地区(NCR)的降雨数据,接收11月至4月的夏季降雨,分析降雨模式和趋势及其对生长季节的影响,为该地区提出气候适应方案。结果显示,年降水量和月降水量变化较大,11月至2月降水量呈不显著的负变化趋势,表明生长期缩短。此外,我们利用在纳米比亚大学奥贡戈校区进行的为期两年的雨季分块田间试验数据,确定了播种日期对早熟Okashana-2和地方地方品种Kantana珍珠谷子产量的影响,以及该地区的最佳播种窗口。将三次多项式回归模型应用于粮食产量数据集,预测1 - 3月任意播种日期的粮食产量。这两个品种在1月播种时的产量最高,其中kantanana表现出比okasasana -2更高的产量潜力。1月14日播种的Kantana比Okashana-2的产量优势高达36%,但随着播种的延迟,其产量逐渐降低。okasana -2在1月播种期间表现出更高的产量稳定性,在1月14日播种后,其产量超过kantanana的产量高达9.4%。我们确定了珍珠粟NCR的最佳播期分别为1月1-7日和1月1-21日,分别为Kantana和Okashana-2。上述结果表明,在纳米比亚北部地区,早、晚珍珠谷子品种的混作和晚熟品种的种植可以稳定粮食生产,提高农民的气候适应能力。半干旱农业区的决策者可以利用这些信息调整当地的种子系统和推广策略。
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引用次数: 0
A GIS-Based Assessment of Flood Hazard through Track Records over the 1886–2022 Period in Greece 基于gis的希腊1886-2022年洪水灾害跟踪记录评估
Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-11-08 DOI: 10.3390/cli11110226
Niki Evelpidou, Constantinos Cartalis, Anna Karkani, Giannis Saitis, Kostas Philippopoulos, Evangelos Spyrou
This paper addresses the riverine flood events that have occurred in Greece over the last 136 years (i.e., during the 1886–2022 period), focusing, amongst others, on the case of urban floods. The flood record of various sites of the country has been collected and analyzed to determine their spatial and temporal distribution. Greece is a country where flood data and records are very scarce. Therefore, as there is not an integrated catalog of Greek floods spanning from the 19th century to recently, this is the first attempt to create an integrated catalog for Greece. The sources used include published papers, local and regional newspapers and public bodies (mainly the Ministry of Environment and Energy and the official websites of Greek municipalities). Additionally, the main factors responsible for their occurrence have been issued, regarding the country’s climatic, geological and geomorphological setting, as well as human interventions. In addition, the atmospheric circulation driving factors of floods are assessed via an unsupervised neural network approach (i.e., Self-Organizing Maps). Based on the results of this research, an online GIS-based database has been created, depicting the areas that have been struck by riverine floods in Greece. By clicking a flood event in the online database, one can view several characteristics, depending on data availability, such as duration and height of the rainfall that caused them and number of fatalities. Long-term trends of mean and extremes seasonal precipitation also linked to the spatial distribution of floods. Our analysis shows that urban floods are a very large portion of the overall flood record, and they mainly occur in the two large urban centers, Athens and Thessaloniki, as well as near large rivers such as Pineios. Autumn months and mainly November are the periods with higher flood hazards, based on past records and cyclonic atmospheric circulation constitutes the principal driving factor. Our results indicate that a flood catalog at national level is of fundamental importance, as it can provide valuable statistical insights regarding seasonality, spatial distribution of floods, etc., while it can also be used by stakeholders and researchers for flood management and flood risk analysis and modelling.
本文讨论了过去136年(即1886-2022年期间)希腊发生的河流洪水事件,其中重点是城市洪水的情况。对全国各地点的洪水记录进行了收集和分析,确定了其时空分布。希腊是一个洪水数据和记录非常稀少的国家。因此,由于没有从19世纪到最近的希腊洪水的综合目录,这是第一次尝试为希腊创建一个综合目录。所使用的来源包括已发表的论文、地方和区域报纸以及公共机构(主要是环境和能源部以及希腊市政当局的官方网站)。此外,还就该国的气候、地质和地貌环境以及人为干预提出了造成这些灾害发生的主要因素。此外,通过一种无监督神经网络方法(即自组织地图)评估了大气环流对洪水的驱动因素。基于这项研究的结果,建立了一个基于gis的在线数据库,描绘了希腊遭受河流洪水袭击的地区。通过点击在线数据库中的洪水事件,人们可以根据数据的可用性查看几个特征,例如导致洪水的降雨持续时间和高度以及死亡人数。平均和极端季节降水的长期趋势也与洪水的空间分布有关。我们的分析表明,城市洪水在整个洪水记录中占很大一部分,它们主要发生在两个大城市中心,雅典和塞萨洛尼基,以及皮涅奥斯等大河附近。从历史记录看,秋季以11月为主是洪涝高发期,气旋大气环流是洪涝高发的主要驱动因素。我们的研究结果表明,国家层面的洪水目录至关重要,因为它可以提供有关洪水季节性、空间分布等有价值的统计见解,同时也可以被利益相关者和研究人员用于洪水管理和洪水风险分析和建模。
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引用次数: 0
Examining the Spatiotemporal Changes in the Annual, Seasonal, and Daily Rainfall Climatology of Puerto Rico 波多黎各年、季、日降雨气候学的时空变化研究
Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-11-06 DOI: 10.3390/cli11110225
José Javier Hernández Ayala, Rafael Méndez Tejeda
This study explores spatial and temporal changes in the rainfall climatology of Puerto Rico in order to identify areas where annual, seasonal or daily precipitation is increasing, decreasing, or remaining normal. Total annual, seasonal, and daily rainfall were retrieved from 23 historical rain gauges with consistent data for the 1956–2021 period. Mann–Kendall trend tests were done on the annual and seasonal rainfall series, and percentage change differences between two different climatologies (1956–1987 and 1988–2021) were calculated. Most of the stations did not exhibit statistically significant annual or seasonal trends in average rainfall. However, of the sites that did experience changes, most of them had statistically significant decreasing trends in mean precipitation. The annual, dry, and early wet season had more sites with negative trends when compared with positive trends, especially in the northwestern and southeastern region of the island. The late wet season was the only period with more sites showing statistically significant trends when compared with negative trends, specifically in the northern region of the island. Results for daily events show that extreme rainfall occurrences have generally decreased, especially in the western region of the island. When the 1955–1987 and 1988–2022 climatologies are compared, the results for annual average rainfall show two main regions with mean precipitation reductions, and those are the northwestern and southeastern areas of the island. The dry season was the only period with more areas exhibiting percentage increases in mean rainfall when the two climatologies were analyzed. The early and late wet season months exhibited similar patterns, with more areas on the island showing negative percentage decreases in average seasonal precipitation. The best predictor for the decreasing annual and seasonal trend in the northwest was a higher sea level pressure, and the variable that best explained the increasing trend in the northeast was total precipitable water.
本研究探讨了波多黎各降雨气候学的时空变化,以确定年、季节或日降水量增加、减少或保持正常的地区。从具有1956-2021年期间一致数据的23个历史雨量计中检索了年、季节和日总降雨量。对年和季节降雨序列进行了Mann-Kendall趋势检验,并计算了两种不同气候学(1956-1987年和1988-2021年)之间的百分比变化差异。大多数台站在平均降雨量方面没有统计上显著的年或季节趋势。然而,在经历变化的站点中,大多数站点的平均降水在统计上有显著的减少趋势。全年、干季和早湿季负趋势站点多于正趋势站点,尤其在岛的西北部和东南部地区。与负趋势相比,湿季后期是唯一一个有更多站点显示统计显著趋势的时期,特别是在该岛北部地区。每日事件的结果表明,极端降雨的发生普遍减少,特别是在岛的西部地区。对比1955-1987年和1988-2022年的气候变化,年平均降水量的减少主要表现在两个地区,即海南岛的西北部和东南部。当分析两种气候时,旱季是唯一一个平均降雨量百分比增加的地区较多的时期。雨季前期和后期表现出相似的模式,岛上更多地区的平均季节降水呈负百分比下降。在西北地区,较高的海平面气压能够很好地预测年和季节下降趋势,而在东北地区,总可降水量能够很好地解释年和季节上升趋势。
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引用次数: 0
Time Series Homogenization with ACMANT: Comparative Testing of Two Recent Versions in Large-Size Synthetic Temperature Datasets 用ACMANT进行时间序列均匀化:两个最新版本在大型合成温度数据集上的比较测试
Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-11-06 DOI: 10.3390/cli11110224
Peter Domonkos
Homogenization of climatic time series aims to remove non-climatic biases which come from the technical changes in climate observations. The method comparison tests of the Spanish MULTITEST project (2015–2017) showed that ACMANT was likely the most accurate homogenization method available at that time, although the tested ACMANTv4 version gave suboptimal results when the test data included synchronous breaks for several time series. The technique of combined time series comparison was introduced to ACMANTv5 to better treat this specific problem. Recently performed tests confirm that ACMANTv5 adequately treats synchronous inhomogeneities, but the accuracy has slightly worsened in some other cases. The results for a known daily temperature test dataset for four U.S. regions show that the residual errors after homogenization may be larger with ACMANTv5 than with ACMANTv4. Further tests were performed to learn more about the efficiencies of ACMANTv4 and ACMANTv5 and to find solutions for the problems occurring with the new version. Planned changes in ACMANTv5 are presented in the paper along with related test results. The overall results indicate that the combined time series comparison can be kept in ACMANT, but smaller networks should be generated in the automatic networking process of the method. To improve further the homogenization methods and to obtain more reliable and more solid knowledge about their accuracies, more synthetic test datasets mimicking the true spatio-temporal structures of real climatic data are needed.
气候时间序列均一化的目的是消除由气候观测技术变化引起的非气候偏差。西班牙MULTITEST项目(2015-2017)的方法对比测试表明,ACMANT可能是当时可用的最准确的均匀化方法,尽管测试的ACMANTv4版本在测试数据包含多个时间序列的同步中断时给出了次优结果。为了更好地处理这一特定问题,ACMANTv5引入了组合时间序列比较技术。最近执行的测试证实,ACMANTv5可以充分处理同步不均匀性,但在其他一些情况下,准确性略有下降。对美国4个地区的已知日温度测试数据集的结果表明,使用ACMANTv5进行均匀化后的残差可能大于ACMANTv4。我们执行了进一步的测试,以更多地了解ACMANTv4和ACMANTv5的效率,并为新版本出现的问题找到解决方案。本文介绍了ACMANTv5的计划变更以及相关的测试结果。总体结果表明,在ACMANT中可以保持组合时间序列比较,但该方法在自动组网过程中需要生成更小的网络。为了进一步改进均一化方法,获得更可靠、更扎实的准确性知识,需要更多模拟真实气候数据真实时空结构的综合测试数据集。
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引用次数: 0
Regional to Mesoscale Influences of Climate Indices on Tornado Variability 区域到中尺度气候指数对龙卷风变率的影响
Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-11-04 DOI: 10.3390/cli11110223
Cooper P. Corey, Jason C. Senkbeil
Tornadoes present an undisputable danger to communities throughout the United States. Despite this known risk, there is a limited understanding of how tornado frequency varies spatially at the mesoscale across county or city area domains. Furthermore, while previous studies have examined the relationships between various climate indices and continental or regional tornado frequency, little research has examined their influence at a smaller scale. This study examines the relationships between various climate indices and regional tornado frequency alongside the same relationships at the mesoscale in seven cities with anomalous tornado patterns. The results of a correlation analysis and generalized linear modeling show common trends between the regions and cities. The strength of the relationships varied by region, but, overall, the ENSO had the greatest influence on tornado frequency, followed in order by the PNA, AO, NAO, MJO, and PDO. However, future research is critical for understanding how the effects of climate indices on tornado frequency vary at different spatial scales, or whether other factors are responsible for the atypical tornado rates in certain cities.
龙卷风对美国各地的社区构成了无可争议的威胁。尽管存在这种已知的风险,但对龙卷风频率如何在中尺度上跨县或城市区域的空间变化的理解有限。此外,虽然以前的研究已经检查了各种气候指数与大陆或区域龙卷风频率之间的关系,但很少有研究在较小的尺度上检查它们的影响。本研究探讨了各气候指数与区域龙卷风频率的关系,并在七个异常龙卷风模式城市的中尺度上进行了相同的关系。相关分析和广义线性模型的结果显示了区域和城市之间的共同趋势。各地区的影响强度不同,但总体而言,ENSO对龙卷风频率的影响最大,其次是PNA、AO、NAO、MJO和PDO。然而,未来的研究对于理解气候指数对龙卷风频率在不同空间尺度上的影响是至关重要的,或者其他因素是否对某些城市的非典型龙卷风率负责。
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引用次数: 0
Grassland Resilience to Woody Encroachment in North America and the Effectiveness of Using Fire in National Parks 北美草原对木本入侵的恢复力及国家公园使用火的有效性
Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-11-02 DOI: 10.3390/cli11110219
Han Ling, Guangyu Wang, Wanli Wu, Anil Shrestha, John L. Innes
The grasslands of North America are threatened by woody encroachment. Restoring historical fire regimes has been used to manage brush encroachment. However, fire management may be insufficient due to the nonlinear and hysteretic responses of vegetation recovery following encroachment and the social–political constraints affecting fire management. We synthesized the fire thresholds required to control woody encroachment by typical encroaching species in North America, especially the Great Plains region, and identified the social–political constraints facing fire management in selected grassland national parks. Our synthesis revealed the resistance, hysteresis, and irreversibility of encroached grasslands using fire and emphasized the need for a combination of brush management methods if the impacts of climate change are to be addressed. Frequent fires alone may maintain grassland states, reflecting resistance. However, high-intensity fires exceeding fire-mortality thresholds are required to exclude non-resprouting shrubs and trees, indicating hysteresis. Fire alone may be insufficient to reverse encroachment by resprouting species, exhibiting reversibility. In practice, appropriate fire management may restore resistant grassland states. However, social–political constraints have restricted the use of frequent and high-intensity fires, thereby reducing the effectiveness of management actions to control woody encroachment of grasslands in national parks. This research proposes a resilience-based framework to manage woody encroachment in grassland national parks and similar protected areas.
北美的草原正受到森林侵蚀的威胁。恢复历史上的火灾制度被用来管理灌木丛的入侵。然而,由于入侵后植被恢复的非线性和滞后响应以及影响火灾管理的社会政治约束,火灾管理可能不足。本文综合了北美地区(特别是大平原地区)典型入侵物种控制林地入侵所需的火灾阈值,并确定了特定草原国家公园火灾管理面临的社会政治制约因素。我们的综合揭示了利用火入侵草原的抵抗性、滞后性和不可逆性,并强调了如果要解决气候变化的影响,需要结合灌木管理方法。仅仅频繁的火灾就可以维持草原状态,反映出抵抗。然而,超过火灾死亡率阈值的高强度火灾需要排除非再生灌木和树木,这表明滞后性。单靠火可能不足以逆转再生物种的入侵,表现出可逆性。在实践中,适当的火灾管理可以恢复抵抗草原状态。然而,社会政治的制约限制了频繁和高强度的火灾的使用,从而降低了控制国家公园草原树木侵占的管理行动的有效性。本研究提出了一个基于弹性的框架来管理草原国家公园和类似保护区的树木侵占。
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引用次数: 0
Climate Change Skeptics’ Environmental Concerns and Support for Clean Energy Policy: A Case Study of the US Pacific Northwest 气候变化怀疑论者对环境的关注和对清洁能源政策的支持:以美国太平洋西北地区为例
Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-11-02 DOI: 10.3390/cli11110221
Dilshani Sarathchandra, Kristin Haltinner
Resistance to clean energy policy in the United States stems partly from public hesitancy and skepticism toward anthropogenic climate change. This article examines self-declared climate change skeptics’ views of clean energy policy along a continuum of skeptical thought, spanning from epistemic denial to attribution doubt. To perform this, we use data from an online survey administered in the US Pacific Northwest and a series of pilot interviews conducted with skeptics in the same region. Results reveal that skeptics’ support for clean energy policy is consistently linked with their environmental concern across the skepticism continuum. Conspiracy ideation and distrust in science lead to a reduction in support. However, the positive effect of environmental concern trumps the effects of these beliefs. Important and hopeful implications of these findings for climate change communication and policy are discussed.
美国对清洁能源政策的抵制部分源于公众对人为气候变化的犹豫和怀疑。这篇文章考察了自我宣称的气候变化怀疑论者对清洁能源政策的看法,沿着怀疑思想的连续体,从认知否认到归因怀疑。为了做到这一点,我们使用了在美国太平洋西北地区进行的在线调查数据,以及对同一地区持怀疑态度的人进行的一系列试点访谈。结果显示,怀疑论者对清洁能源政策的支持始终与他们对环境的关注有关。阴谋论和对科学的不信任导致支持率下降。然而,环境问题的积极影响胜过这些信念的影响。讨论了这些发现对气候变化传播和政策的重要和有希望的影响。
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引用次数: 0
Microclimate and Vegetation Structure Significantly Affect Butterfly Assemblages in a Tropical Dry Forest 小气候和植被结构对热带干旱林蝴蝶群落的影响
Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-11-02 DOI: 10.3390/cli11110220
Anirban Mahata, Rajendra Mohan Panda, Padmanava Dash, Ayusmita Naik, Alok Kumar Naik, Sharat Kumar Palita
Understanding the factors that influence the diversity and distribution of butterfly species is crucial for prioritizing conservation. The Eastern Ghats of India is an ideal site for such a study, where butterfly diversity studies have yet to receive much attention. This study emphasized the butterfly assemblages of three prominent habitats in the region: open forests, riparian forests, and dense forests. We hypothesized that riparian forests would be the most preferred habitat for the butterflies, as they provide suitable microclimatic conditions for butterflies. The study collected samples for 35 grids of 2 × 2 km2 for each habitat during the dry months (December–June). We considered the relative humidity, temperature, light intensity, elevation, and canopy cover to assess their influences on butterfly richness and abundance. We also considered the impact of disturbances on their distribution. We used structural equation modeling and canonical correspondence analysis to quantify the correlation and causation between the butterflies and their environment. The study recorded 1614 individual butterflies of 79 species from 57 genera and 6 families. During the study, we found that temperature was the most significant factor influencing butterfly richness. Relative humidity was also important and had a positive impact on butterfly richness. Riparian forests, where daytime temperatures are relatively low, were the most preferred microhabitat for butterflies. Open forests had greater species diversity, indicating the critical significance of an open canopy for butterflies. Though riparian forests need greater attention concerning butterfly distribution, maintaining open and dense forests are crucial for preserving butterfly diversity.
了解影响蝴蝶物种多样性和分布的因素对于优先保护蝴蝶物种至关重要。印度东高止山脉是进行此类研究的理想地点,那里的蝴蝶多样性研究尚未得到太多关注。本研究强调了该地区三种主要栖息地的蝴蝶组合:开放森林、河岸森林和茂密森林。我们假设河岸森林是蝴蝶最喜欢的栖息地,因为它们为蝴蝶提供了合适的小气候条件。该研究在干旱月份(12月至6月)为每个栖息地收集了35个2 × 2平方公里的样本。我们考虑了相对湿度、温度、光照强度、海拔和冠层盖度对蝴蝶丰富度和丰度的影响。我们还考虑了扰动对其分布的影响。我们使用结构方程模型和规范对应分析来量化蝴蝶与其环境之间的相关性和因果关系。该研究记录了来自6科57属79种的1614只蝴蝶。在研究过程中,我们发现温度是影响蝴蝶丰富度的最显著因素。相对湿度对蝴蝶丰富度也有重要的正向影响。白天温度相对较低的河岸森林是蝴蝶最喜欢的微栖息地。开阔林带具有更大的物种多样性,表明开阔林冠对蝴蝶的重要意义。虽然河岸森林对蝴蝶的分布需要更多的关注,但保持开阔和茂密的森林对保护蝴蝶的多样性至关重要。
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引用次数: 0
Climate Risk and Vulnerability Assessment of Georgian Hydrology under Future Climate Change Scenarios 未来气候变化情景下格鲁吉亚水文气候风险与脆弱性评估
Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-11-02 DOI: 10.3390/cli11110222
Aashutosh Aryal, Rieks Bosch, Venkataraman Lakshmi
The Climate Risk and Vulnerability Assessment (CRVA) is a systematic process used to identify gaps in regional climate adaptation strategies. The CRVA method assesses regional vulnerability, adaptation capacity, exposure, and sensitivity to climate change to support improved adaptation policies. This CRVA study assesses Georgia’s climate exposure, geographic sensitivity, and socio-economic sensitivity by focusing on the impacts of climate change on regional hydrology. The projected change in climate extreme indices, defined by the Expert Team on Climate Change Detection and Indices (ETCCDI), is assessed against the 1961–1990 baseline under future Representative Concentration Pathway (RCP) scenarios. These indices encompass various climate factors such as the maximum daily temperature, warmth duration, total precipitation, heavy and extreme precipitation, maximum 5-day precipitation, and consecutive drought duration. This evaluation helps us understand the potential climate exposure impacts on Georgia. The climate-induced geographic sensitivity is examined based on water stress, drought risk, and changes in soil productivity using the Normalized Difference Vegetation Index (NDVI). The climate-induced socio-economic sensitivity is determined using the Gross Domestic Product per capita (GDP), Human Development Index, Education Index, and population density. The highest vulnerability to climate change was found in the Kakheti and Kvemo Kartli regions, with the vulnerability index values ranging from 6 to 15, followed by Mtskheta-Mtianeti, Samtskhe–Javakheti, and Shida Kartli with vulnerability index values ranging from 2 to 8. The location of these regions upstream of the Alazani-Iori, Khrami-Debeda, and Mktvari river basins indicates that the country’s water resources are vulnerable to climate change impacts in the future under the RCP 4.5 and 8.5 scenarios.
气候风险与脆弱性评估(CRVA)是一个系统的过程,用于识别区域气候适应战略的差距。CRVA方法评估区域脆弱性、适应能力、暴露度和对气候变化的敏感性,以支持改进适应政策。这项CRVA研究通过关注气候变化对区域水文的影响,评估了格鲁吉亚的气候暴露、地理敏感性和社会经济敏感性。由气候变化探测和指数专家组(ETCCDI)定义的气候极端指数的预估变化是在未来代表性浓度路径(RCP)情景下,以1961-1990年基线为基准进行评估的。这些指数包括最高日气温、温暖持续时间、总降水量、强降水和极端降水、最大5天降水和连续干旱持续时间等各种气候因子。这一评估有助于我们了解气候暴露对格鲁吉亚的潜在影响。利用归一化植被指数(NDVI),基于水分胁迫、干旱风险和土壤生产力变化,研究了气候诱发的地理敏感性。气候引起的社会经济敏感性由人均国内生产总值(GDP)、人类发展指数、教育指数和人口密度确定。Kakheti和Kvemo Kartli地区对气候变化的脆弱性最高,脆弱性指数值为6 ~ 15,其次是Mtskheta-Mtianeti、samtskeh - javakheti和Shida Kartli,脆弱性指数值为2 ~ 8。这些位于Alazani-Iori、Khrami-Debeda和Mktvari河流域上游的地区的位置表明,在RCP 4.5和8.5情景下,该国的水资源在未来容易受到气候变化的影响。
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引用次数: 0
Assessing Property Exposure to Cyclonic Winds under Climate Change 评估气候变化下的飓风对财产的影响
Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-11-01 DOI: 10.3390/cli11110217
Evelyn G. Shu, Mariah Pope, Bradley Wilson, Mark Bauer, Mike Amodeo, Neil Freeman, Jeremy R. Porter
Properties in the United States face increasing exposure to tropical storm-level winds due to climate change. Driving this increasing risk are severe hurricanes that are more likely to occur when hurricanes form in the future and the northward shift of Atlantic-formed hurricanes, increasing the estimated exposure of buildings and infrastructure to damaging winds. The wind model presented here combines open data and science by utilizing high-resolution topography, computer-modeled hurricane tracks, and property data to create hyper-local tropical cyclone wind exposure information for the Contiguous United States (CONUS) from current time to 2053 under RCP 4.5. This allows for a detailed evaluation of probable wind speeds by several return periods, probabilities of cyclonic thresholds being reached or surpassed, and a comparison of this cyclone-level wind exposure between the current year and 30 years into the future under climatic changes. The results of this research reveal extensive exposure along the Gulf and Southeastern Atlantic Coasts, with significant growing exposure in the Mid-Atlantic and Northeastern regions of the country.
由于气候变化,美国的房产面临越来越多的热带风暴级别的风。造成这种风险增加的原因是未来飓风形成时更有可能发生的严重飓风,以及大西洋形成的飓风向北移动,增加了建筑物和基础设施遭受破坏性风的估计风险。这里展示的风模型结合了开放数据和科学,利用高分辨率地形、计算机模拟的飓风路径和属性数据,为美国本土(CONUS)创建了从当前时间到2053年在RCP 4.5下的超局部热带气旋风暴露信息。这样就可以详细评估几个回归期的可能风速,达到或超过气旋阈值的可能性,以及在气候变化的情况下,将当前和未来30年的气旋级风暴露量进行比较。这项研究的结果显示,墨西哥湾和东南大西洋沿岸地区受到了广泛的影响,大西洋中部和美国东北部地区受到的影响显著增加。
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