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Vegetation Greening Mitigates the Impacts of Increasing Extreme Rainfall on Runoff Events 植被绿化可缓解极端降雨量增加对径流事件的影响
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-12-20 DOI: 10.1029/2024EF004661
Darren L. Ficklin, Danielle Touma, Benjamin I. Cook, Scott M. Robeson, Taehee Hwang, Jacob Scheff, A. Park Williams, Harper Watson, Ben Livneh, Mari R. Tye, Lixin Wang

Future flood risk assessment has primarily focused on heavy rainfall as the main driver, with the assumption that projected increases in extreme rain events will lead to subsequent flooding. However, the presence of and changes in vegetation have long been known to influence the relationship between rainfall and runoff. Here, we extract historical (1850–1880) and projected (2070–2100) daily extreme rainfall events, the corresponding runoff, and antecedent conditions simulated in a prominent large Earth system model ensemble to examine the shifting extreme rainfall and runoff relationship. Even with widespread projected increases in the magnitude (78% of the land surface) and number (72%) of extreme rainfall events, we find projected declines in event-based runoff ratio (runoff/rainfall) for a majority (57%) of the Earth surface. Runoff ratio declines are linked with decreases in antecedent soil water driven by greater transpiration and canopy evaporation (both linked to vegetation greening) compared to areas with runoff ratio increases. Using a machine learning regression tree approach, we find that changes in canopy evaporation is the most important variable related to changes in antecedent soil water content in areas of decreased runoff ratios (with minimal changes in antecedent rainfall) while antecedent ground evaporation is the most important variable in areas of increased runoff ratios. Our results suggest that simulated interactions between vegetation greening, increasing evaporative demand, and antecedent soil drying are projected to diminish runoff associated with extreme rainfall events, with important implications for society.

未来的洪水风险评估主要集中在强降雨作为主要驱动因素,并假设预测的极端降雨事件的增加将导致随后的洪水。然而,人们早就知道植被的存在和变化会影响降雨和径流之间的关系。在这里,我们提取了历史(1850-1880)和预测(2070-2100)的每日极端降雨事件,相应的径流,以及在一个突出的大地球系统模型集合中模拟的先决条件,以研究极端降雨和径流关系的变化。即使预计极端降雨事件的规模(78%的陆地表面)和数量(72%)普遍增加,我们发现大多数(57%)地球表面的基于事件的径流比率(径流/降雨量)预计会下降。与径流比增加的地区相比,径流比的下降与由更大的蒸腾和冠层蒸发(两者都与植被绿化有关)驱动的前期土壤水分减少有关。利用机器学习回归树方法,我们发现,在径流比降低的地区,冠层蒸发的变化是与前土壤含水量变化相关的最重要变量(前降雨量变化最小),而在径流比增加的地区,前地面蒸发是最重要的变量。我们的研究结果表明,植被绿化、蒸发需求增加和土壤干燥之间的模拟相互作用预计会减少与极端降雨事件相关的径流,这对社会具有重要意义。
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引用次数: 0
National Forest Restoration Projects in China: Cost-Efficiency, and Trade-Off Between Carbon Sequestration and Water Consumption 中国国家森林恢复工程:成本效益与碳封存与水消耗的权衡
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-12-19 DOI: 10.1029/2024EF004976
Jiehao Zhang, Yulong Zhang, Xia Wang, Tiehu He, Huijuan Xia, Kerong Zhang, Quanfa Zhang

International initiatives, such as the Bonn Challenge, Trillion Tree Campaign, New York Declaration on Forests, and United Nations Decade on Ecosystem Restoration, have set ambitious targets for forest restoration. However, the effectiveness and cost-efficiency of large-scale forest restoration projects (FRP) in different climatic zones, and the trade-off between carbon sequestration and water consumption caused by FRP are poorly understood. Here, we conducted a comprehensive examination of 2,778 counties in China, where the world's most ambitious FRP was executed during the past two decades. Results showed that, on average, each square kilometer of FRP yielded an additional 0.6 square kilometers of forests and contributed an extra 1354.9 tC to forest carbon storage, with the aridity index emerging as a key influencer. The actual expenditure incurred per ton of increased forest carbon storage amounted to approximately 118.9 USD in average, with the lowest in Southwest at 50.9 USD. The expansion of forest cover and enhanced biomass storage led to a notable increase in water consumption, and the trade-off was particularly pronounced in arid regions. Our study provides empirical evidence that FRP is an effective and cost-efficient climate change mitigation strategy for humid climate zones under current carbon prices. However, FRP is not cost-efficient in semi-arid and arid regions. These findings have significant implications for global forest restoration endeavors and formulating sound climate change mitigation policies.

“波恩挑战”、“万亿棵树运动”、“纽约森林宣言”和“联合国生态系统恢复十年”等国际倡议为森林恢复设定了雄心勃勃的目标。然而,在不同气候带,大规模森林恢复工程(FRP)的效果和成本效益,以及FRP造成的碳固存和水消耗之间的权衡,目前还不清楚。在这里,我们对中国的2778个县进行了全面调查,这些县在过去20年里实施了世界上最雄心勃勃的FRP。结果表明,平均而言,每平方公里FRP可产生0.6平方公里的森林,并为森林碳储量贡献了1354.9 tC,干旱指数成为关键影响因素。每吨森林碳储量增加的实际支出平均约为118.9美元,西南地区最低,为50.9美元。森林覆盖的扩大和生物量储存的增加导致了用水量的显著增加,这种权衡在干旱地区尤为明显。我们的研究提供了经验证据,表明在当前碳价格下,FRP是一种有效且具有成本效益的气候变化减缓策略。然而,在半干旱和干旱地区,FRP并不具有成本效益。这些发现对全球森林恢复工作和制定合理的气候变化减缓政策具有重要意义。
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引用次数: 0
Pan-Arctic Assessment of Coastal Settlements and Infrastructure Vulnerable to Coastal Erosion, Sea-Level Rise, and Permafrost Thaw 对易受海岸侵蚀、海平面上升和永久冻土融化影响的沿海住区和基础设施的泛北极评估
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-12-16 DOI: 10.1029/2024EF005013
Rodrigue Tanguy, Annett Bartsch, Ingmar Nitze, Anna Irrgang, Pia Petzold, Barbara Widhalm, Clemens von Baeckmann, Julia Boike, Julia Martin, Aleksandra Efimova, Gonçalo Vieira, Dustin Whalen, Birgit Heim, Mareike Wieczorek, Guido Grosse

This study assesses the vulnerability of Arctic coastal settlements and infrastructure to coastal erosion, Sea-Level Rise (SLR) and permafrost warming. For the first time, we characterize coastline retreat consistently along permafrost coastal settlements at the regional scale for the Northern Hemisphere. We provide a new method to automatically derive long-term coastline change rates for permafrost coasts. In addition, we identify the total number of coastal settlements and associated infrastructure that could be threatened by marine and terrestrial changes using remote sensing techniques. We extended the Arctic Coastal Infrastructure data set (SACHI) to include road types, airstrips, and artificial water reservoirs. The analysis of coastline, Ground Temperature (GT) and Active Layer Thickness (ALT) changes from 2000 to 2020, in addition with SLR projection, allowed to identify exposed settlements and infrastructure for 2030, 2050, and 2100. We validated the SACHI-v2, GT and ALT data sets through comparisons with in-situ data. 60% of the detected infrastructure is built on low-lying coast (< ${< } $10 m a.s.l). The results show that in 2100, 45% of all coastal settlements will be affected by SLR and 21% by coastal erosion. On average, coastal permafrost GT is increasing by 0.8°C per decade, and ALT is increasing by 6 cm per decade. In 2100, GT will become positive at 77% of the built infrastructure area. Our results highlight the circumpolar and international amplitude of the problem and emphasize the need for immediate adaptation measures to current and future environmental changes to counteract a deterioration of living conditions and ensure infrastructure sustainability.

这项研究评估了北极沿岸居民点和基础设施易受海岸侵蚀、海平面上升和永冻土变暖影响的程度。我们首次在北半球区域尺度上一致地描述了永冻土沿岸居民点海岸线退缩的特征。我们提供了一种新方法来自动推导永冻土海岸的长期海岸线变化率。此外,我们还利用遥感技术确定了可能受到海洋和陆地变化威胁的沿岸居民点和相关基础设施的总数。我们扩展了北极沿海基础设施数据集(SACHI),将道路类型、简易机场和人工水库包括在内。通过分析 2000 年至 2020 年海岸线、地面温度(GT)和活动层厚度(ALT)的变化以及可持续土地退化和干旱的预测,可以确定 2030 年、2050 年和 2100 年暴露的居住区和基础设施。我们通过与现场数据进行比较,验证了 SACHI-v2、GT 和 ALT 数据集。检测到的基础设施中有 60% 建在低洼海岸上(海拔 10 米)。结果表明,到 2100 年,45% 的沿海住区将受到可持续土地退化和干旱的影响,21% 的住区将受到海岸侵蚀的影响。平均而言,沿岸冻土层 GT 每十年增加 0.8°C,ALT 每十年增加 6 厘米。2100 年,77% 的已建基础设施面积的 GT 将为正值。我们的研究结果凸显了这一问题在环北极地区和国际范围内的严重性,并强调有必要立即采取适应当前和未来环境变化的措施,以应对生活条件的恶化并确保基础设施的可持续性。
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引用次数: 0
Climate Warming Will Exacerbate Unequal Exposure to Compound Flood-Heatwave Extremes 气候变暖将加剧对复合极端洪水-热浪的不平等暴露
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-12-11 DOI: 10.1029/2024EF005179
Qikang Zhao, Liang Gao, Qingyan Meng, Mingming Zhu

Compound flood-heatwave extremes (CFHWs) have threatened the sustainable development of human society and ecosystems. However, the disproportionate risks in regions with different economic development under a warming climate have not been quantified. This study carries out a global investigation on the future CFHWs under three scenarios based on 11 models from the Coupled Model Intercomparison Project Phase 6 (CMIP6). Results reveal a 7.5-fold increase in global annual CFHW days by 2100 under the intermediate greenhouse-gas-emission scenario SSP2-4.5 compared to that in 1980. Under SSP2-4.5, population exposure in low-income countries in the late future (2071–2090) will be about 9-fold higher than in high-income countries compared to baseline period (1995–2014). Moreover, exposure of the poor groups living on less than $6.85/day will increase by nearly 28.1-fold. Eastern Africa and South Asia are identified as particularly high-risk regions, where large populations living in poverty face rapidly increasing CFHWs. These findings indicate that climate inequality will become more pronounced if climate warming continues without immediate effective measures. Our study also underscores the urgent need for mitigation and adaptation strategies against the future increasing CFHWs, especially for the vast low-income and high-risk regions.

洪水-热浪复合极端事件(CFHWs)已威胁到人类社会和生态系统的可持续发展。然而,在气候变暖的情况下,不同经济发展水平的地区所面临的不成比例的风险尚未得到量化。本研究基于耦合模式相互比较项目第六阶段(CMIP6)的 11 个模式,对三种情景下的未来 CFHWs 进行了全球调查。研究结果表明,与 1980 年相比,在中度温室气体排放情景 SSP2-4.5 下,到 2100 年全球年 CFHW 天数将增加 7.5 倍。与基线期(1995-2014 年)相比,在 SSP2-4.5 情景下,低收入国家人口在未来晚期(2071-2090 年)的暴露量将是高收入国家的 9 倍。此外,每天生活费不足 6.85 美元的贫困群体的受影响程度将增加近 28.1 倍。东非和南亚被认为是特别高风险的地区,在这些地区,大量贫困人口面临着快速增长的 CFHWs。这些研究结果表明,如果不立即采取有效措施,气候变暖将持续下去,气候不平等将变得更加明显。我们的研究还强调,迫切需要制定减缓和适应战略,以应对未来不断增加的 CFHWs,尤其是广大低收入和高风险地区。
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引用次数: 0
Improving GCM-Based Decadal Ocean Carbon Flux Predictions Using Observationally-Constrained Statistical Models 利用观测约束统计模型改进基于gcm的年代际海洋碳通量预测
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-12-11 DOI: 10.1029/2023EF004204
P. Gooya, N. C. Swart, P. Landschützer

An essential step toward meeting agreed climate targets and policies is the ability to understand and predict near-term changes in global carbon cycle, and importantly, ocean carbon uptake. Initialized climate model simulations have proven skillful for near-term predictability of the key physical climate variables, for example, temperature, precipitation, etc. By comparison, predictions of biogeochemical fields like ocean carbon flux, are still emerging. Initial studies indicate skillful predictions are possible for lead-times up to 6 years at global scale for some CMIP6 models. However, unlike core physical variables, biogeochemical variables are not directly initialized in existing decadal prediction systems, and extensive empirical parametrization of ocean-biogeochemistry in Earth System Models introduces a significant source of uncertainty. Here we propose a new approach for improving the skill of decadal ocean carbon flux predictions using observationally-constrained statistical models, as alternatives to the ocean-biogeochemistry models. We use observations to train multi-linear and neural-network models to predict the ocean carbon flux. To account for observational uncertainties, we train using six different observational estimates of the flux. We then apply these trained statistical models using input predictors from the Canadian Earth System Model (CanESM5) decadal prediction system to produce new decadal predictions. Our hybrid GCM-statistical approach significantly improves prediction skill, relative to the raw CanESM5 hindcast predictions over 1990–2019. Our hybrid-model skill is also larger than that obtained by any available CMIP6 model. Using bias-corrected CanESM5 predictors, we make forecasts for ocean carbon flux over 2020–2029. Both statistical models predict increases in the ocean carbon flux larger than the changes predicted from CanESM5 forecasts. Our work highlights the ability to improve decadal ocean carbon flux predictions by using observationally-trained statistical models together with robust input predictors from GCM-based decadal predictions.

要实现商定的气候目标和政策,一个必不可少的步骤是能够了解和预测全球碳循环的近期变化,重要的是海洋碳吸收。事实证明,初始化的气候模型模拟能够在短期内预测关键的物理气候变量,如温度、降水等。相比之下,对海洋碳通量等生物地球化学领域的预测仍处于起步阶段。初步研究表明,一些 CMIP6 模式可以在全球范围内进行长达 6 年的熟练预测。然而,与核心物理变量不同,生物地球化学变量在现有的十年期预测系统中没有直接初始化,地球系统模式中海洋生物地球化学的大量经验参数化带来了很大的不确定性。在此,我们提出了一种新的方法,利用观测约束统计模型来替代海洋生物地球化学模型,从而提高十年海洋碳通量预测的技能。我们利用观测数据训练多线性和神经网络模型来预测海洋碳通量。为了考虑观测的不确定性,我们使用六种不同的通量观测估计值进行训练。然后,我们使用来自加拿大地球系统模式(CanESM5)十年期预测系统的输入预测因子来应用这些训练有素的统计模型,从而得出新的十年期预测结果。与原始 CanESM5 后期预测相比,我们的混合 GCM 统计方法显著提高了 1990-2019 年的预测技能。我们的混合模型技能也高于任何可用的 CMIP6 模型。利用经过偏差校正的 CanESM5 预测因子,我们对 2020-2029 年的海洋碳通量进行了预测。两种统计模式预测的海洋碳通量的增加都大于 CanESM5 预测的变化。我们的工作强调了通过使用观测训练的统计模型和基于 GCM 十年期预测的稳健输入预测因子来改进十年期海洋碳通量预测的能力。
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引用次数: 0
The Impact of Green Development of Industrial Parks on the Reduction of Carbon Emissions in Urban Areas—Empirical Research on Green Industrial Parks in China 工业园区绿色发展对城市碳减排的影响--中国绿色工业园区实证研究
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-12-11 DOI: 10.1029/2024EF005161
Xiang Yu, Wentao Hu, Mudan Wang

China has over 2,500 national and provincial industrial parks, stimulating the economics growth, meanwhile being the primary sources of carbon dioxide emissions and other pollutants. Assessing the mechanisms and impacts of the policies of pilot programs of green industrial parks on urban carbon emissions offers critical insights into the efficacy and application of green and low-carbon development. This study utilizes a staggered difference-in-differences model to examine the impact of green industrial park pilot policies. The results demonstrate that green industrial parks have effectively reduced carbon emissions of the studied counties in terms of total and intensity. The economic scales and the administrative levels of any given city significantly influence the implementation effect of green industrial park policy. In applying the green industrial park policy, reducing the carbon emissions is more pronounced in cities with larger economic scales and higher administrative levels. Environmental regulation policies and green industrial park pilot policies exhibit a certain degree of substitution effect. The green industrial parks drive urban carbon emission reduction through three main channels: enhancing green technologies, optimizing industrial structures, and elevating economic agglomeration levels. Overall, this study provides a new perspective, a methodological reference, and empirical evidence for promoting green and low-carbon development for industrial parks in the different regions and developing countries.

中国有2500多个国家级和省级工业园区,在拉动经济增长的同时,也是二氧化碳和其他污染物的主要排放源。评估绿色工业园区试点政策对城市碳排放的机制和影响,对绿色低碳发展的有效性和应用具有重要意义。本研究采用交错差中差模型考察绿色工业园区试点政策的影响。结果表明,绿色工业园区在总量和强度上都有效降低了县域的碳排放。城市的经济规模和行政级别对绿色产业园区政策的实施效果有显著影响。在实施绿色产业园区政策时,经济规模越大、行政级别越高的城市碳减排效果越明显。环境规制政策和绿色产业园试点政策表现出一定的替代效应。绿色工业园区通过提升绿色技术、优化产业结构和提升经济集聚水平三个主要渠道推动城市碳减排。总体而言,本研究为促进不同地区和发展中国家工业园区绿色低碳发展提供了新的视角、方法参考和经验证据。
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引用次数: 0
Fusion of Probabilistic Projections of Sea-Level Rise 海平面上升概率预测的融合
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-12-11 DOI: 10.1029/2024EF005295
Benjamin S. Grandey, Justin Dauwels, Zhi Yang Koh, Benjamin P. Horton, Lock Yue Chew

A probabilistic projection of sea-level rise uses a probability distribution to represent scientific uncertainty. However, alternative probabilistic projections of sea-level rise differ markedly, revealing ambiguity, which poses a challenge to scientific assessment and decision-making. To address the challenge of ambiguity, we propose a new approach to quantify a best estimate of the scientific uncertainty associated with sea-level rise. Our proposed fusion combines the complementary strengths of the ice sheet models and expert elicitations that were used in the Sixth Assessment Report (AR6) of the Intergovernmental Panel on Climate Change (IPCC). Under a low-emissions scenario, the fusion's very likely range (5th–95th percentiles) of global mean sea-level rise is 0.3–1.0 m by 2100. Under a high-emissions scenario, the very likely range is 0.5–1.9 m. The 95th percentile projection of 1.9 m can inform a high-end storyline, supporting decision-making for activities with low uncertainty tolerance. By quantifying a best estimate of scientific uncertainty, the fusion caters to diverse users.

海平面上升的概率预测使用概率分布来表示科学上的不确定性。然而,可供选择的海平面上升概率预测结果差异很大,显示出模糊性,这给科学评估和决策带来了挑战。为了解决模糊性的挑战,我们提出了一种新的方法来量化与海平面上升相关的科学不确定性的最佳估计。我们提出的融合结合了政府间气候变化专门委员会(IPCC)第六次评估报告(AR6)中使用的冰盖模型和专家启发的互补优势。在低排放的情况下,到2100年,核聚变极有可能使全球平均海平面上升0.3-1.0米(第5 - 95个百分位数)。在高排放情景下,很可能的范围是0.5-1.9米。第95百分位1.9米的投影可以为高端故事线提供信息,支持低不确定性容忍度活动的决策。通过量化科学不确定性的最佳估计,这种融合迎合了不同的用户。
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引用次数: 0
Future Pathways of Water, Energy, and Food in the Eastern Nile Basin 东尼罗河盆地水、能源和食物的未来之路
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-12-06 DOI: 10.1029/2023EF003979
Ahmed Abdelkader, Amin Elshorbagy, Mohamed Elshamy, Howard Wheater

The Eastern Nile Basin (ENB) countries of Egypt, Sudan, South Sudan, and Ethiopia are subject to pronounced water, energy, and food (WEF) insecurity. There is a need to manage the WEF nexus to meet rapidly increasing demands, but this is extremely challenging due to resource scarcity and climate change. If countries that rely on shared transboundary water resources have contradictory WEF plans, that could diminish the expected outcomes, both nationally and regionally. Egypt as the most downstream Nile country is concerned about ongoing and future developments upstream, which could exacerbate Egypt's water scarcity and affect its ability to meet its WEF objectives. In this context, we introduce a multi-model WEF framework that simulates the ENB water resources, food production, and hydropower generation systems. The models were calibrated and validated for the period 1983–2016, then utilized to project a wide range of future development plans, up to 2050, using four performance measures to evaluate the WEF nexus. A thematic pathway for regional development that shows high potential for mutual benefits is identified. However, the WEF planning outcomes for the region are sensitive to climate change, but, if social drivers could be managed (e.g., by lowering population growth rates) despite the difficulties involved, climate change impacts on WEF security could be less severe.

埃及、苏丹、南苏丹和埃塞俄比亚的东尼罗河盆地(ENB)国家受到明显的水、能源和粮食(WEF)不安全的影响。有必要管理世界经济论坛的关系,以满足迅速增长的需求,但由于资源短缺和气候变化,这是极具挑战性的。如果依赖共享跨境水资源的国家有相互矛盾的世界经济论坛计划,这可能会降低国家和地区的预期结果。作为尼罗河最下游的国家,埃及担心上游正在进行和未来的发展,这可能会加剧埃及的水资源短缺,并影响其实现世界经济论坛目标的能力。在这种情况下,我们引入了一个多模型的世界经济论坛框架,模拟了环境规划署的水资源、粮食生产和水力发电系统。对1983年至2016年期间的模型进行了校准和验证,然后使用四个绩效指标来评估世界经济论坛的关系,用于预测到2050年的广泛未来发展计划。确定了一条显示互利潜力巨大的区域发展专题路径。然而,世界经济论坛对该地区的规划结果对气候变化很敏感,但是,如果社会驱动因素能够得到管理(例如,通过降低人口增长率),尽管存在困难,气候变化对世界经济论坛安全的影响可能不那么严重。
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引用次数: 0
Earthquake Iso-Nuisance and Iso-Damage Mapping for Alberta: Applications for Choosing Magnitude Thresholds to Manage Induced Seismicity 艾伯塔省地震等妨害和等损害测绘:选择震级阈值管理诱发地震活动的应用
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-12-05 DOI: 10.1029/2024EF004985
Mauricio Reyes Canales, Elwyn Galloway, Steven Pawley, Javad Yusifbayov, Greg Hartman

We generate earthquake iso-nuisance and iso-damage maps for Alberta. These maps show the spatial distribution of earthquake magnitude required to reach a specific level of nuisance and damage, considering human exposure and surficial geological conditions. We rely on population distribution for the human exposure factor while utilizing Vs30 derived from surficial geological modeling to approximate site amplification effects. By including the trailing seismicity factor, the iso-nuisance and iso-damage maps provide the base for the Magnitude Threshold for Acceptable Seismicity maps, which can set a guideline for the upper magnitude boundary, or largest magnitude event permissible, related to industrial activities causing seismicity. The trailing seismicity factor refers to the subsequent seismicity after a substantial change or end of the seismogenic operations; for instance, the cessation of seismogenic hydraulic fracturing activities under a traffic light protocol after a magnitude threshold event (red-light event). Considering variations in the trailing seismicity factor, we derive different Magnitude Threshold for Acceptable Seismicity maps for various injection-induced activities, including hydraulic fracturing and fluid disposal activities. Extended versions of the Magnitude Threshold for Acceptable Seismicity maps could allow for safety factors pertinent to critical infrastructure in a particular area, incorporating other factors beyond the population distribution and warranting a different tolerance level. These maps help to define the magnitude threshold from induced seismicity, maintaining the same tolerance levels throughout a region. Thus, they can be highly beneficial in managing current and future cases of induced seismicity related to the energy sector.

我们为艾伯塔省生成地震等妨害和等损害地图。这些地图显示了在考虑到人类暴露和地表地质条件的情况下,达到特定妨害和破坏水平所需的地震震级的空间分布。我们依靠人口分布来计算人类暴露因子,同时利用地表地质模拟得出的Vs30来近似场地放大效应。通过包括拖曳地震活动因子,等扰和等损图为可接受地震活动图的震级阈值提供了基础,这可以为与引起地震活动的工业活动有关的上震级边界或允许的最大震级事件设定指导方针。后向地震活动性因子是指在发震活动发生重大变化或结束后的后续地震活动性;例如,在发生震级阈值事件(红灯事件)后,根据交通灯协议停止诱发地震的水力压裂活动。考虑到地震活动性因素的变化,我们为各种注入活动(包括水力压裂和流体处理活动)得出了不同的可接受地震活动性图的震级阈值。可接受地震活动地图的震级阈值的扩展版本可以考虑到与特定区域的关键基础设施相关的安全因素,包括人口分布以外的其他因素,并保证不同的容忍水平。这些地图有助于确定诱发地震活动的震级阈值,在整个地区保持相同的容忍度。因此,它们在管理当前和未来与能源部门有关的诱发地震活动方面非常有益。
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引用次数: 0
Constrained Precipitation Extremes Reveal Unequal Future Socioeconomic Exposure 受约束的极端降水揭示了未来不平等的社会经济风险
IF 7.3 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-12-05 DOI: 10.1029/2024EF004825
Ziyi Liu, Yao Yue, Louise Slater, Alistair G. L. Borthwick, Yuanfang Chai, Xiaofan Luan, Chiyuan Miao, Zhonghua Yang

Extreme precipitation can lead to major flooding, impacting human health and safety. Thus, reliable projections of population and GDP exposure to future extreme precipitation are imperative. Here, we quantify future precipitation characteristics from robust emergent constraint relationships between historical and future monthly precipitation extremes (99th percentile) across 19 CMIP6 models (r2 > 0.7 in 74–84% of 0.5° global land grids), and narrow uncertainty by 37.0–39.5% (absolute reduction being 0.753–0.774 mm/day). The constrained grid-averaged future 99th percentile extreme is 6.96 ± 0.0059, 7.03 ± 0.0061, 7.11 ± 0.0063, and 7.29 ± 0.0067 mm/day, under SSP126, SSP245, SSP370, and SSP585, respectively, which exceeds historical extremes substantially in terms of intensity (12.9–19.7%) and frequency (1.6–2.3 times more). Future population and GDP exposed to 99th percentile extreme precipitation grow quickly, and are projected to exceed 1 million people in 27–40 countries and 10 billion USD (2005 Purchasing-Power Parity) in 48–77 countries. Growth of future population exposure is dominated by an increase in extreme precipitation frequency rather than a rise in population, especially in developed countries. GDP exposure is controlled by the coupled effects of rapid socio-economic development and significant shifts in precipitation frequency. Using indices of socio-economic vulnerability, government effectiveness and economic freedom, we identify the unequal situation that high-risk countries with high exposure are commonly characterized by low GDP per capita and high sociopolitical instability.

极端降水可导致大洪水,影响人类健康和安全。因此,对未来极端降水对人口和GDP影响的可靠预测是必不可少的。在这里,我们通过19个CMIP6模型(r2 >;0.5°全球陆地网格的74-84%为0.7毫米),狭义不确定性降低了37.0-39.5%(绝对减少为0.753-0.774毫米/天)。在SSP126、SSP245、SSP370和SSP585条件下,受约束的网格平均未来99个百分点极端值分别为6.96±0.0059、7.03±0.0061、7.11±0.0063和7.29±0.0067 mm/d,在强度(12.9-19.7%)和频率(1.6-2.3倍)方面均大大超过历史极端值。未来受第99百分位极端降水影响的人口和GDP增长迅速,预计27-40个国家的人口将超过100万,48-77个国家的人口和GDP将超过100亿美元(按2005年购买力平价计算)。未来人口暴露的增长主要是极端降水频率的增加,而不是人口的增加,特别是在发达国家。GDP暴露受社会经济快速发展和降水频率显著变化的耦合效应控制。利用社会经济脆弱性、政府有效性和经济自由指数,我们确定了不平等的情况,即高风险国家的高风险敞口通常具有人均GDP低和社会政治高度不稳定的特征。
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