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Spatial and Temporal Evolution of Seasonal Sea Ice Extent of Hudson Strait, Canada, 1971–2018 1971-2018 年加拿大哈德逊海峡季节性海冰面积的空间和时间演变
IF 3 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-15 DOI: 10.3390/cli12070103
Sławomir Kowal, William A. Gough, Kenneth Butler
The temporal and spatial variation in seasonal sea ice in Hudson Strait is examined using time series and spatial clustering analyses. For the period from 1971 to 2018, a time series of sea ice breakup and freeze-up dates and ice-free season length at twenty-four grid points were generated from sea ice charts derived from satellite and other data. These data were analyzed temporally and spatially. The temporal analyses indicated an unambiguous response to a warming climate with statistically significant earlier breakup dates, later freeze-up dates, and longer ice-free seasons, that were statistically linked to coincident regional surface air temperatures. The rate of change in freeze-up dates and ice-free season length was particularly strong in the early 2000s and less so in the 2010s. There was evidence that breakup date behaviour was not only coincident with regional temperatures but likely with temperature and ice conditions of the previous year. Later freeze-up dates were directly linked to earlier breakup dates using detrended time series. Spatial clustering analysis on the Hudson Strait gridded sea ice data revealed distinctive signatures for Ungava Bay, Frobisher Bay, and for grid points close to the shore and a clear linkage to the underlying circulation of Hudson Strait.
利用时间序列和空间聚类分析研究了哈德逊海峡季节性海冰的时空变化。根据卫星和其他数据绘制的海冰图,生成了 1971 年至 2018 年期间二十四个网格点的海冰破裂和冻结日期以及无冰季节长度的时间序列。对这些数据进行了时间和空间分析。时间分析表明,气候变暖会导致海冰破裂日期提前、冻结日期推迟和无冰季节延长,这在统计学上与区域地表气温有关。结冰期和无冰季节长度的变化率在 2000 年代早期尤为明显,而在 2010 年代则有所减弱。有证据表明,封冻日期的变化不仅与地区气温有关,而且很可能与前一年的气温和冰情有关。利用去趋势时间序列,较晚的冻结日期与较早的破裂日期直接相关。对哈德逊海峡网格海冰数据的空间聚类分析显示,昂加瓦湾、弗罗比舍湾和靠近海岸的网格点具有独特的特征,并与哈德逊海峡的基本环流有明显联系。
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引用次数: 0
Auto-Machine-Learning Models for Standardized Precipitation Index Prediction in North–Central Mexico 墨西哥中北部标准化降水指数预测的自动机器学习模型
IF 3 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-12 DOI: 10.3390/cli12070102
R. Magallanes-Quintanar, C. E. Galván-Tejada, J. Galván-Tejada, Hamurabi Gamboa-Rosales, S. J. Méndez-Gallegos, Antonio García-Domínguez
Certain impacts of climate change could potentially be linked to alterations in rainfall patterns, including shifts in rainfall intensity or drought occurrences. Hence, predicting droughts can provide valuable assistance in mitigating the detrimental consequences associated with water scarcity, particularly in agricultural areas or densely populated urban regions. Employing predictive models to calculate drought indices can be a useful method for the effective characterization of drought conditions. This study applied an Auto-Machine-Learning approach to deploy Artificial Neural Network models, aiming to predict the Standardized Precipitation Index in four regions of Zacatecas, Mexico. Climatological time-series data spanning from 1979 to 2020 were utilized as predictive variables. The best models were found using performance metrics that yielded a Mean Squared Error, Mean Absolute Error, and Coefficient of Determination ranging from 0.0296 to 0.0388, 0.1214 to 0.1355, and 0.9342 to 0.9584, respectively, for the regions under study. As a result, the Auto-Machine-Learning approach successfully developed and tested Artificial Neural Network models that exhibited notable predictive capabilities when estimating the monthly Standardized Precipitation Index within the study region.
气候变化的某些影响可能与降雨模式的改变有关,包括降雨强度的变化或干旱的发生。因此,预测干旱可为减轻与缺水相关的有害后果提供宝贵帮助,尤其是在农业地区或人口稠密的城市地区。采用预测模型计算干旱指数是有效描述干旱状况的有用方法。本研究采用自动机器学习方法部署人工神经网络模型,旨在预测墨西哥萨卡特卡斯四个地区的标准化降水指数。研究利用 1979 年至 2020 年的气候时间序列数据作为预测变量。根据性能指标,研究区域的平均平方误差、平均绝对误差和判定系数分别为 0.0296 至 0.0388、0.1214 至 0.1355 和 0.9342 至 0.9584,从而找到了最佳模型。因此,自动机器学习方法成功地开发和测试了人工神经网络模型,这些模型在估算研究区域内的月标准化降水指数时表现出显著的预测能力。
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引用次数: 0
An Analysis of Romania’s Energy Strategy: Perspectives and Developments since 2020 罗马尼亚能源战略分析:2020 年后的展望与发展
IF 3 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-09 DOI: 10.3390/cli12070101
A. Bulmez, A. Brezeanu, George Dragomir, Ovidiu-Mircea Talabă, Gabriel Năstase
Earth’s climate cannot be ignored any longer. Policies are vital in order to mitigate the negative effects of climate change. The energy crisis created by the Russo-Ukrainian war in Europe and COVID-19 pandemic affected the EU and its member states. The focus is more than ever on its energy policies and independence. The EU revised the energy strategy in response to the regional conflict, and it sped up all the processes for energetic independence from other countries outside of the EU. This benefited the climate change policies the most, as all the measures involved reducing energy consumption and increasing renewables, thus contributing to reducing greenhouse gas emissions. As a member state of the EU, Romania is committed to complying with EU regulations. With a high degree of energy independence compared with the other EU members, Romania plans to become a regional energy provider and modernize the energy infrastructure internally as a response to the regional conflict. The measures that the EU and Romania implemented after the conflict started in 2022 have come to fruition, and the effects are becoming visible a year later. This study aims to study the energy strategy of Romania in correlation with the EU strategy in the turbulent period of pandemics and conflict between 2019 and 2023, with the latest available data.
地球的气候问题再也不能被忽视了。政策对于减轻气候变化的负面影响至关重要。俄乌战争在欧洲引发的能源危机和 COVID-19 大流行影响了欧盟及其成员国。欧盟比以往任何时候都更加重视其能源政策和独立性。欧盟修订了能源战略以应对地区冲突,并加快了从欧盟以外的其他国家实现能源独立的所有进程。这对气候变化政策最为有利,因为所有措施都涉及减少能源消耗和增加可再生能源,从而有助于减少温室气体排放。作为欧盟成员国,罗马尼亚致力于遵守欧盟法规。与欧盟其他成员国相比,罗马尼亚的能源独立程度较高,罗马尼亚计划成为地区能源供应国,并在国内实现能源基础设施的现代化,以应对地区冲突。欧盟和罗马尼亚在 2022 年冲突开始后实施的措施已初见成效,一年后效果逐渐显现。本研究旨在利用现有的最新数据,研究在 2019 年至 2023 年期间,罗马尼亚的能源战略与欧盟战略在大流行病和冲突的动荡时期的相关性。
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引用次数: 0
Taking Stock of Recent Progress in Livelihood Vulnerability Assessments to Climate Change in the Developing World 盘点发展中世界生计对气候变化脆弱性评估的最新进展
IF 3 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-08 DOI: 10.3390/cli12070100
A. Zainab, Kalim U. Shah
Over the past few decades, the use of vulnerability assessments has grown substantially to support rural communities in developing countries. These studies aim to help these communities achieve their livelihood goals, such as sustainable resource use and adaptation to global changes, by evaluating their susceptibility to climate change impacts. This systematic review critically examines the extensive body of literature on Livelihood Vulnerability Index (LVI) assessments related to climate change impacts in developing countries. By synthesizing findings from various studies, this review highlights patterns and methodologies used to understand the effects of climate change on vulnerable populations. Key focus areas include geographical distribution, methodological approaches, and the frameworks utilized in vulnerability assessments. The review identifies prominent frameworks, such as the LVI and LVI-IPCC, which integrate indicators of sensitivity, exposure, and adaptive capacity to evaluate climate risks. Findings reveal a concentration of studies in Asia and Africa, with a strong emphasis on agricultural and coastal ecosystems. Methodologically, there is a notable reliance on stratified random sampling to accurately capture community and household-level vulnerabilities. A detailed comparative analysis of the LVI, LVI-IPCC, and Sustainable Livelihood Framework (SLF) is also presented, highlighting their characteristics, benefits, and limitations. The review underscores the need for methodological refinements to better address temporal and regional variations in vulnerability. It concludes with recommendations for future research, integrating broader climate scenarios, exploring sectoral interdependencies, and adopting dynamic approaches to enhance the accuracy and applicability of vulnerability assessments.
在过去几十年里,脆弱性评估的使用大幅增加,为发展中国家的农村社区提供了支持。这些研究旨在通过评估这些社区易受气候变化影响的程度,帮助他们实现生计目标,如可持续利用资源和适应全球变化。本系统综述批判性地研究了发展中国家与气候变化影响相关的生计脆弱性指数(LVI)评估方面的大量文献。通过综合各种研究结果,本综述强调了用于了解气候变化对弱势群体影响的模式和方法。重点领域包括地理分布、方法论途径以及脆弱性评估中使用的框架。综述确定了一些著名的框架,如 LVI 和 LVI-IPCC 框架,这些框架整合了敏感性、暴露程度和适应能力指标,以评估气候风险。研究结果显示,研究主要集中在亚洲和非洲,重点关注农业和沿海生态系统。从方法上看,这些研究明显依赖分层随机抽样,以准确捕捉社区和家庭层面的脆弱性。此外,还对 LVI、LVI-IPCC 和可持续生计框架 (SLF) 进行了详细的比较分析,强调了它们的特点、优势和局限性。审查强调了改进方法的必要性,以更好地处理脆弱性的时间和区域差异。最后提出了未来研究的建议,纳入更广泛的气候情景,探索部门之间的相互依存关系,并采用动态方法来提高脆弱性评估的准确性和适用性。
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引用次数: 0
Simulating Climatic Patterns and Their Impacts on the Food Security Stability System in Jammu, Kashmir and Adjoining Regions, India 模拟气候模式及其对印度查谟、克什米尔和毗邻地区粮食安全稳定系统的影响
IF 3 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-07 DOI: 10.3390/cli12070099
Aaqib Bhat, S. Gupta, S. Singh, Gowhar Meraj, Pankaj Kumar, S. Kanga, Saurabh Singh, Bhartendu Sajan
This study investigated the historical climate data and future projections under the SSP5-8.5 scenario for Jammu, Kashmir (J&K), and its adjoining regions in India. Agriculture is a critical economic pillar of this region, making it highly vulnerable to climate change. This study focused on temperature and precipitation trends. Statistical analysis and modeling methods, including cloud computing, were employed to predict changes and assess their impact on agricultural productivity and water resources. The results indicated that by 2100, the mean maximum and minimum temperatures are projected to increase by approximately 2.90 °C and 2.86 °C, respectively. Precipitation variability is expected to rise, with a mean increase of 2.64 × 10−6 mm per day. These changes have significant consequences for crop yield, water stress, and ecosystem dynamics. An analysis of Gross Primary Productivity (GPP) as a proxy for agricultural productivity using linear regression revealed a concerning trend. Although the total GPP of the study area remained stable over time, it declined by −570 g yr−1 in 2010, coinciding with a 1 °C temperature rise. Projections based on the expected 3 °C temperature increase by 2100 suggest a total GPP loss of −2500 g yr−1. These findings highlight the urgent need for proactive adaptation measures, including sustainable agricultural practices, improved water management, and enhanced socioeconomic infrastructure, to mitigate the impact of climate change and ensure long-term resilience and food security in the region.
本研究调查了印度查谟、克什米尔(J&K)及其毗邻地区的历史气候数据和 SSP5-8.5 情景下的未来预测。农业是该地区的重要经济支柱,因此极易受到气候变化的影响。本研究重点关注气温和降水趋势。研究采用了统计分析和建模方法(包括云计算)来预测变化并评估其对农业生产率和水资源的影响。结果表明,预计到 2100 年,平均最高气温和最低气温将分别上升约 2.90 ℃ 和 2.86 ℃。降水变率预计将上升,平均每天增加 2.64 × 10-6 毫米。这些变化会对作物产量、水资源压力和生态系统动态产生重大影响。利用线性回归分析作为农业生产力替代指标的初级生产力总值(GPP),发现了一个令人担忧的趋势。虽然研究区域的总初级生产力随着时间的推移保持稳定,但在 2010 年下降了-570 克/年-1,与 1 °C 的气温升高相吻合。根据预计到 2100 年气温将升高 3 ° C 的预测,全球升温潜能值的总损失为-2500 克/年-1。这些研究结果突出表明,迫切需要采取积极的适应措施,包括可持续农业实践、改善水资源管理和加强社会经济基础设施,以减轻气候变化的影响,确保该地区的长期适应能力和粮食安全。
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引用次数: 0
Navigating the Uncertain Terrain: Venezuela’s Future Using the Shared Socioeconomic Pathways Framework—A Systematic Review 在不确定的地形中航行:利用共享社会经济路径框架展望委内瑞拉的未来--系统回顾
IF 3 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-06 DOI: 10.3390/cli12070098
Isaías Lescher Soto, Alicia Villamizar, B. O. Olivares, María Eugenia Gutiérrez, Gustavo J. Nagy
We investigate Venezuela’s potential “futures” under Shared Socioeconomic Pathways (SSPs) through a systematic literature review, including systematic mapping and thematic analysis of 50 scientific articles. We categorised the SSP scenarios into two generational categories and classified the outcomes into positive, negative, and neutral futures. Under first-generation SSP scenarios, increasing poverty could be reversed, and the country’s economic growth could be stimulated by adopting unambitious climate measures. However, second-generation SSP scenarios paint a more challenging picture. They suggest that Venezuela could face heat waves, droughts, an increase in diseases, loss of biodiversity, and an increase in invasive species and pests during the remainder of the 21st century as a direct consequence of climate change. Venezuela’s geographic and topographic diversity could exacerbate these impacts of climate change. For instance, coastal areas could be at risk of sea-level rise and increased storm surges, while mountainous regions could experience more frequent and intense rainfall, leading to landslides and flash floods. The urgency of conducting additional research on the factors that could influence the severity of climate change’s impact, considering Venezuela’s geographic and topographic diversity, cannot be overstated. We also identified the critical need to explore alternative paths to move away from the current extractive development model. The potential actions in this regard could be instrumental in aligning the country with global adaptation and mitigation commitments.
我们通过系统的文献综述,包括对 50 篇科学论文进行系统制图和专题分析,研究了委内瑞拉在共享社会经济路径(SSP)下的潜在 "未来"。我们将 SSP 情景分为两代,并将结果分为积极、消极和中性未来。在第一代 "可持续发展战略文件 "情景下,贫困加剧的趋势可以逆转,而且通过采取不切实际的气候措施,可以刺激国家的经济增长。然而,第二代可持续发展战略文件情景描绘了一幅更具挑战性的图景。这些情景表明,在 21 世纪的剩余时间里,委内瑞拉可能面临热浪、干旱、疾病增加、生物多样性丧失以及入侵物种和害虫增加等问题,这些都是气候变化的直接后果。委内瑞拉的地理和地形多样性可能会加剧气候变化的这些影响。例如,沿海地区可能面临海平面上升和风暴潮加剧的风险,而山区则可能经历更频繁、更猛烈的降雨,导致山体滑坡和山洪暴发。考虑到委内瑞拉地理和地形的多样性,对可能影响气候变化影响严重程度的因素开展更多研究的紧迫性怎么强调都不为过。我们还发现,亟需探索替代途径,摆脱当前的采掘发展模式。在这方面可能采取的行动将有助于委内瑞拉与全球适应和减缓气候变化的承诺保持一致。
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引用次数: 0
Shifts in Climatic Influences on Radial Growth of Scots Pine in the Central Scandinavian Mountains with an Evident Transition in the 1970s 斯堪的纳维亚山脉中部气候对苏格兰松树径向生长影响的转变与 20 世纪 70 年代的明显过渡
IF 3 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-04 DOI: 10.3390/cli12070097
Ulrika Gomm, Emilia Bromfält, Selma Kling, Qiong Zhang
Radial growth of trees, as reflected by tree ring width, serves as a vital proxy for past climate conditions, offering insights into climate dynamics over centennial and millennial time scales. Traditionally, in the high altitudes and latitudes of the central Scandinavian Mountains, summer temperatures, particularly in July, have significantly influenced the radial growth of Scots pine. This research aims to reassess the climatic determinants of Scots pine radial growth in Jämtland, central Scandinavian Mountains, by incorporating a refined analysis that considers temperature, precipitation, and snow depth, and their correlations with tree growth over time. Using a dynamic moving window heatmap correlation analysis, this study revisits a Scots pine chronology to explore the evolving climatic influences on radial growth. This approach allows for the identification of temporal shifts in growth-limiting factors. We observe a notable transition in the 1970s, marking a shift where water availability, rather than temperature, emerges as a critical limiting factor for radial growth at both the beginning and the end of the growing season. This shift is reflective of the broader global trend of decreasing tree growth response to increasing temperatures in the latter half of the 20th century, underscoring the significant impact of ongoing climate change on forest ecosystems. The results highlight the necessity for adaptive forest management strategies that consider the changing dynamics of climatic influences on tree growth. Furthermore, our study contributes to the broader understanding of forest growth patterns in the face of climate change, with substantial implications for ecological research and forest management.
树环宽度所反映的树木径向生长情况是过去气候条件的重要代用指标,有助于深入了解百年和千年时间尺度上的气候动态。传统上,在斯堪的纳维亚山脉中部的高海拔和高纬度地区,夏季气温,尤其是七月份的气温,对苏格兰松树的径向生长有很大影响。本研究旨在重新评估斯堪的纳维亚山脉中部耶姆特兰地区苏格兰松径向生长的气候决定因素,并结合考虑温度、降水和积雪深度的精细分析,以及它们与树木生长随时间变化的相关性。本研究利用动态移动窗口热图相关性分析,重新审视苏格兰松树年表,探索气候对径向生长的不断演变的影响。这种方法可以识别限制生长因素的时间变化。我们观察到 20 世纪 70 年代出现了一个明显的转变,即在生长季节的开始和结束时,水分供应量而不是温度成为径向生长的关键限制因素。这一转变反映了 20 世纪后半叶全球树木生长对温度升高的反应不断减弱的大趋势,凸显了当前气候变化对森林生态系统的重大影响。研究结果突出表明,有必要制定适应性森林管理策略,考虑气候对树木生长影响的动态变化。此外,我们的研究有助于人们更广泛地了解气候变化下的森林生长模式,对生态研究和森林管理具有重要意义。
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引用次数: 0
Global Warming Impacts on Southeast Australian Coastally Trapped Southerly Wind Changes 全球变暖对澳大利亚东南部沿海南风变化的影响
IF 3 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-01 DOI: 10.3390/cli12070096
Lance M. Leslie, Milton Speer, Shuang Wang
Coastally trapped southerly wind changes are prominent during southeast Australia’s warm season (spring and summer). These abrupt, often gale force, wind changes are known locally as Southerly Busters (SBs) when their wind speeds reach 15 m/s. They move northwards along the coast, often producing very large temperature drops. SBs exceeding 21 m/s are severe SBs (SSBs). SBs have both positive and negative impacts. They bring relief from oppressively hot days but can cause destructive wind damage, worsen existing bushfires, and endanger aviation and marine activities. This study assesses the impacts of global warming (GW) and associated climate change on SBs and SSBs, using observational data from 1970 to 2022. Statistical analyses determine significant trends in annual frequency counts of SBs and SSBs, particularly during the accelerated GW period from the early–mid-1990s. It was found that the annual combined count of SBs and SSBs had increased, with SSBs dominating from 1970 to 1995, but SB frequencies exceeded SSBs from 1996 to 2023. The ascendency of SB frequencies over SSBs since 1996 is explained by the impact of GW on changes in global and local circulation patterns. Case studies exemplify how these circulation changes have increased annual frequencies of SBs, SSBs, and their combined total.
在澳大利亚东南部的暖季(春季和夏季),沿海受困的南风变化非常明显。当风速达到 15 米/秒时,这些突然的、通常是大风级别的风向变化在当地被称为 "南风吹袭"(Southerly Busters,SBs)。它们沿海岸线向北移动,往往会造成气温大幅下降。风速超过 21 米/秒的 SB 属于严重 SB(SSB)。SB 既有积极影响,也有消极影响。它们可以缓解炎热的天气,但也会造成破坏性的风灾,加剧现有的丛林火灾,并危及航空和海洋活动。本研究利用 1970 年至 2022 年的观测数据,评估了全球变暖(GW)和相关气候变化对 SB 和 SSB 的影响。统计分析确定了 SBs 和 SSBs 年频率计数的显著趋势,尤其是在 20 世纪 90 年代早中期全球变暖加速期间。研究发现,SBs 和 SSBs 的年综合计数有所增加,1970 年至 1995 年 SSBs 占主导地位,但 1996 年至 2023 年 SBs 频率超过 SSBs。1996 年以来 SB 频率超过 SSB 的原因是全球变暖对全球和地方环流模式变化的影响。案例研究举例说明了这些环流变化如何增加了 SBs、SSBs 及其总和的年频率。
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引用次数: 0
Analysing the Transformative Changes of Nationally Determined Contributions and Long-Term Targets 分析国家确定的贡献和长期目标的变革性变化
IF 3.7 Q2 Earth and Planetary Sciences Pub Date : 2024-06-11 DOI: 10.3390/cli12060087
Panagiotis Fragkos, Dirk-Jan van de Ven, Russell Horowitz, Eleftheria Zisarou
As the imperative to address climate change intensifies, understanding the effectiveness of policy interventions becomes paramount. In the context of addressing these urgent challenges and given the inadequacy of current policies to address this issue, this study examines the extent to which Nationally Determined Contributions (NDCs) and Long-Term Targets (LTTs) can contribute to achieving ambitious climate goals. Recognizing the critical need for effective climate action, we employ the advanced modelling tools PROMETHEUS and GCAM to assess the implications of different scenarios–Current Policies (CP), Nationally Determined Contributions (NDC), and combination of NDCs with Long-Term Targets (NDC_LTT)–on the future development of energy system and emission. This study, by employing these well-known models, seeks to provide an improved understanding of the impacts of NDCs on global emission trajectories and whether the integration of NDCs and LTTs can help close the gap towards Paris-compatible pathways. The study analyzes various sectors including buildings, transportation, electricity generation, and industry to provide insights into the limitations of existing policies and the potential of enhanced commitments to drive transformative changes in a global scale. The effectiveness of these policies varies across different sectors, highlighting the challenges that need to be addressed for achieving the required emission reduction targets in the medium- and long-term. Key findings indicate significant shifts in energy consumption, fuel mix, technology adoption, and emission trajectories, particularly under the synergistic action represented by the NDC_LTT scenario.
随着应对气候变化的紧迫性不断加强,了解政策干预的有效性变得至关重要。在应对这些紧迫挑战的背景下,考虑到现行政策不足以解决这一问题,本研究探讨了国家决定贡献(NDCs)和长期目标(LTTs)在多大程度上有助于实现宏伟的气候目标。考虑到采取有效气候行动的迫切需要,我们采用了先进的建模工具 PROMETHEUS 和 GCAM,以评估不同情景--当前政策(CP)、国家减排承诺(NDC)以及国家减排承诺与长期目标的结合(NDC_LTT)--对未来能源系统发展和排放的影响。本研究采用这些著名的模型,旨在更好地理解 NDCs 对全球排放轨迹的影响,以及 NDCs 与 LTTs 的结合是否有助于缩小差距,实现与巴黎会议相一致的排放路径。该研究分析了建筑、交通、发电和工业等各个领域,以深入了解现有政策的局限性以及强化承诺在全球范围内推动变革的潜力。这些政策在不同部门的有效性各不相同,凸显了实现中长期减排目标所需的挑战。主要研究结果表明,能源消耗、燃料组合、技术采用和排放轨迹发生了重大变化,尤其是在 NDC_LTT 情景所代表的协同行动下。
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引用次数: 0
Homogenization of the Long Instrumental Daily-Temperature Series in Padua, Italy (1725–2023) 意大利帕多瓦长期仪器日温度序列的同质化(1725-2023 年)
IF 3.7 Q2 Earth and Planetary Sciences Pub Date : 2024-06-07 DOI: 10.3390/cli12060086
Claudio Stefanini, F. Becherini, Antonio della Valle, Dario Camuffo
The Padua temperature series is one of the longest in the world, as daily observations started in 1725 and have continued almost unbroken to the present. Previous works recovered readings from the original logs, and digitalized and corrected observations from errors due to instruments, calibrations, sampling times and exposure. However, the series underwent some changes (location, elevation, observing protocols, and different averaging methods) that affected the homogeneity between sub-series. The aim of this work is to produce a homogenized temperature series for Padua, starting from the results of previous works, and connecting all the periods available. The homogenization of the observations has been carried out with respect to the modern era. A newly released paleo-reanalysis dataset, ModE-RA, is exploited to connect the most ancient data to the recent ones. In particular, the following has been carried out: the 1774–2023 daily mean temperature has been homogenized to the modern data; for the first time, the daily values of 1765–1773 have been merged and homogenized; and the daily observations of the 1725–1764 period have been connected and homogenized to the rest of the series. Snowfall observations, extracted from the same logs from which the temperatures were retrieved, help to verify the robustness of the homogenization procedure by looking at the temperature frequency distribution on snowy days, before and after the correction. The possibility of adding new measurements with no need to apply transformations or homogenization procedures makes it very easy to update the time series and make it immediately available for climate change analysis.
帕多瓦温度系列是世界上最长的温度系列之一,每日观测始于 1725 年,几乎从未间断。之前的工作从原始日志中恢复了读数,并对因仪器、校准、采样时间和曝光造成的误差进行了数字化和修正。然而,该系列发生了一些变化(位置、海拔、观测规程和不同的平均方法),影响了子系列之间的同质性。这项工作的目的是,从以前的工作成果出发,连接所有可用的时段,为帕多瓦制作一个同质化的温度序列。观测数据的同质化是针对现代进行的。利用新发布的古分析数据集 ModE-RA,将最古老的数据与最近的数据连接起来。特别是进行了以下工作:将 1774-2023 年的日平均气温与现代数据同质化;首次将 1765-1773 年的日数值合并并同质化;将 1725-1764 年的日观测数据与其他系列数据连接并同质化。降雪量观测数据提取自与温度提取相同的日志,通过观察修正前后降雪日的温度频率分布,有助于验证均质化程序的稳健性。由于可以添加新的测量数据,无需应用转换或同质化程序,因此更新时间序列非常容易,可立即用于气候变化分析。
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引用次数: 0
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Climate
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