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Implications of emissions trading scheme for India’s net-zero strategy: A modelling-based assessment 排放贸易计划对印度净零排放战略的影响:基于模型的评估
Pub Date : 2024-07-18 DOI: 10.1088/1748-9326/ad64ec
Aman Malik, Vaibhav Chaturvedi, Medhavi Sandhani, P. Das, Chetna Arora, Nishtha Singh, Ryna Cui, Gokul Iyer, Alicia Zhao
To help meet its near-term NDC goals and long-term net-zero 2070 target, the Government of India has planned to establish a Carbon Credit Trading Scheme (CCTS), i.e., a domestic emission trading scheme (ETS). An ETS is an inherently cost-effective policy instrument for emission reduction, providing the greatest flexibility to reduce emissions from within and across sectors. An effective ETS requires design features that consider country-specific challenges and reflect its role within the larger policy package to achieve long-term emission reduction. Within the Indian context and in this study we therefore investigate - i) What might be the role of the ETS in achieving India’s long-term mitigation targets? ii) How might the various sectors interact under an emissions cap? iii) How might the ETS interact with existing energy and climate policies? We do this analysis by running four main scenarios using the integrated assessment model GCAM (v6.0), adapted to India-specific assumptions and expectations. These scenarios are - i) NZ (net-zero), ii) NZ + ETS, iii) NZ + CC (command and control), and iv) NZ + RPO (renewables purchase obligations) + ETS. The NZ scenario assumes India’s near-term and long-term climate commitments of net zero by 2070. Scenarios with ETS (ii and iv) apply an emissions cap on four sectors - electricity, iron and steel, cement, and fertilizer. The scenario with CC applies a homogenous emission cap on each of the chosen sectors but doesn’t allow cross-sectoral trading. The last scenario includes renewables purchase obligations (RPOs along with an ETS. We show that under a specific ETS emissions cap: i) the electricity sector emerges as the largest source of cost-effective greenhouse gas (GHG) reduction options; ii) ETS with trading across sectors is 30-50% more cost-effective than ETS with trading only within sectors, iii) RPOs can be complementary to an ETS although the impact of RPOs on GHG reductions in the electricity sector would need to be considered when setting the level of the ETS cap (or emissions intensity targets) or the RPO targets to avoid low carbon prices, and iv) the direction and volume of financial transfers across sectors depends on allocation targets set by the government. Based on these results we provide design recommendations for India’s ETS.
为了帮助实现近期的 NDC 目标和 2070 年的长期净零排放目标,印度政府计划建立碳信用交易计划(CCTS),即国内排放交易计划(ETS)。排放交易计划本质上是一种具有成本效益的减排政策工具,为部门内部和跨部门减排提供了最大的灵活性。一个有效的排放交易计划需要考虑国家的具体挑战,并反映其在实现长期减排的更大一揽子政策中的作用。因此,在印度的背景下,我们在本研究中调查了:i) 排放交易计划在实现印度长期减排目标方面可能发挥什么作用? ii) 在排放上限下,各部门可能如何互动?iii) 排放交易计划可能如何与现有能源和气候政策互动?我们通过使用综合评估模型 GCAM(v6.0)进行四种主要情景分析,并根据印度的具体假设和预期进行了调整。这些方案是:i) NZ(净零),ii) NZ + 排放交易计划,iii) NZ + CC(指令与控制),以及 iv) NZ + RPO(可再生能源购买义务)+ 排放交易计划。NZ 情景假定印度的近期和长期气候承诺是到 2070 年实现净零排放。有排放交易计划的情景(ii 和 iv)对四个部门--电力、钢铁、水泥和化肥--实行排放上限。有 CC 的方案对所选的每个部门都设定了相同的排放上限,但不允许跨部门交易。最后一种方案包括可再生能源购买义务(RPO)和排放交易计划。我们表明,在特定的排放交易计划排放上限下i)电力行业是最具成本效益的温室气体减排方案的最大来源;ii)跨行业交易的排放交易计划比仅在行业内进行交易的排放交易计划的成本效益高 30-50%;iii)可再生能源购买义务可作为排放交易计划的补充,但在设定排放交易计划上限水平(或排放强度目标)或可再生能源购买义务目标时,需要考虑可再生能源购买义务对电力行业温室气体减排的影响,以避免低碳价格;iv)跨行业资金转移的方向和数量取决于政府设定的分配目标。基于这些结果,我们为印度的排放交易计划提供了设计建议。
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引用次数: 0
Improving estimations of GHG emissions and removals from land use change and forests in Brazil 改进对巴西土地利用变化和森林温室气体排放量和清除量的估算
Pub Date : 2024-07-18 DOI: 10.1088/1748-9326/ad64ea
Bárbara Zimbres, J. Shimbo, F. Lenti, Amintas Brandão Jr., Edriano Souza, Tasso Azevedo, A. Alencar
Brazil ranks fifth in greenhouse gas emissions globally due to land use change. As a signatory to the Paris Agreement, Brazil must periodically report its GHG emissions as well as present mitigation targets set in the Nationally Determined Contribution (NDC). The SEEG Brazil Initiative (Greenhouse Gas Emission and Removal Estimating System) generates independent estimates of GHG emissions and removals since 2013, and in 2020, the estimation method for the land use change sector has been improved. This study aimed to (1) present these methodological advancements, including the spatial allocation of annual emissions and removals due to land use change (LUC) in Brazil at a 30-m spatial scale, and (2) explore the emission and removal patterns observed in Brazil from 1990 to 2019. The method presented here is built upon – but improves – the approach used by Brazil’s official National Inventories to estimate GHG emissions and removals. The improvements presented here include exploring emissions to the municipality level and using an annual updated time series of land use and land cover maps. Estimated greenhouse gas emissions from the LUC sector ranged from 687 Mt of CO2e in 2011 to a peak of 2,150 Mt of CO2e in 2003. In 2010, removals nearly offset gross emissions in the sector, with a net emission of 116 Mt of CO2e. The trend observed in recent years was an increase in emissions, decreasing Brazil’s likelihood of meeting its NDC targets. Emission profiles vary across the country, but in every biome, the conversion of primary native vegetation is the predominant transition type. If Brazil managed to curb deforestation, the total GHG emissions from the land use change sector would decrease by 96%, mitigating around 44% of total emissions.
巴西因土地利用变化造成的温室气体排放量在全球排名第五。作为《巴黎协定》的签署国,巴西必须定期报告其温室气体排放量,并提出国家减排目标(NDC)。SEEG 巴西倡议(温室气体排放量和清除量估算系统)自 2013 年起对温室气体排放量和清除量进行独立估算,并于 2020 年改进了土地利用变化部门的估算方法。本研究旨在:(1)介绍这些方法上的进步,包括在 30 米空间尺度上对巴西土地利用变化(LUC)导致的年排放量和清除量进行空间分配;(2)探索 1990 年至 2019 年期间在巴西观察到的排放量和清除量模式。本文介绍的方法建立在巴西官方国家清单估算温室气体排放量和清除量的方法基础之上,并对其进行了改进。本文介绍的改进包括探索城市一级的排放量,以及使用每年更新的土地利用和土地覆被地图时间序列。据估计,土地利用变化部门的温室气体排放量从 2011 年的 6.87 亿吨 CO2e 到 2003 年最高的 21.50 亿吨 CO2e 不等。2010 年,清除量几乎抵消了该部门的总排放量,净排放量为 1.16 亿 CO2e。近年来观察到的趋势是排放量增加,这降低了巴西实现其 NDC 目标的可能性。全国各地的排放情况各不相同,但在每个生物群落中,原生植被的转化都是主要的过渡类型。如果巴西能够遏制森林砍伐,土地利用变化部门的温室气体排放总量将减少 96%,约占排放总量的 44%。
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引用次数: 0
Assessing GEDI data fusions to map woodpecker distributions and biodiversity hotspots 评估 GEDI 数据融合以绘制啄木鸟分布和生物多样性热点地区图
Pub Date : 2024-07-18 DOI: 10.1088/1748-9326/ad64eb
Lisa H. Elliott, J. Vogeler, Joseph D Holbrook, Brent R Barry, Kerri T Vierling
In forested systems, woodpecker species richness has been linked with songbird diversity, and identifying woodpecker biodiversity hotspots may contribute important information for conservation planning. The availability of global forest structure data via the Global Ecosystem Dynamics Investigation (GEDI) instrument provides a new tool for examining broad extent relationships amongst environmental variables, forest structure, and woodpecker diversity hotspots. Within the Marine West Coast Forest ecoregion, USA, we used eBird data for 7 woodpecker species to model encounter rates based on bioclimatic variables, process data (e.g. duration and timing of survey), MODIS forest land cover data, and GEDI-fusion metrics. The GEDI-fusion metrics included foliage height diversity (fhd), rh98 (a representation of canopy height), and canopy cover, which were created by combining GEDI data with Landsat, Sentinel-1, topographic, and climatic information within a random forest modeling framework. AUCs for the species-specific models ranged from 0.77 - 0.98, where bioclimatic and process predictors were amongst the most important variables for all species. GEDI-fusion forest structure metrics were highly ranked for all species, with fhd included as a highly ranked predictor for all species. The structural metrics included as top predictors for each species were reflective of known species-specific habitat associations. Hotspots in this ecoregion tended to be inland and occurred most often on privately-owned lands. Identification of hotspots is the first step towards management plans focused on biodiversity, and understanding ownership patterns is important for future conservation efforts. The near-global extent of GEDI data, along with recent studies that recommend woodpeckers as indicators of biodiversity across multiple forest types at local and global scales, suggest that synthesis of GEDI-derived data applied to woodpecker detection information might be a powerful approach to identifying biodiversity hotspots.  
在森林系统中,啄木鸟物种的丰富性与鸣禽的多样性有关,确定啄木鸟生物多样性热点地区可为保护规划提供重要信息。通过全球生态系统动态调查(GEDI)工具获得的全球森林结构数据为研究环境变量、森林结构和啄木鸟多样性热点之间的广泛关系提供了新的工具。在美国海洋西海岸森林生态区,我们利用 eBird 提供的 7 种啄木鸟数据,根据生物气候变量、过程数据(如调查持续时间和时机)、MODIS 森林土地覆盖数据和 GEDI 融合指标,建立了啄木鸟相遇率模型。GEDI 融合指标包括叶高多样性 (fhd)、rh98(代表树冠高度)和树冠覆盖率,这些指标是在随机森林建模框架内将 GEDI 数据与 Landsat、Sentinel-1、地形和气候信息相结合而创建的。物种特定模型的 AUC 在 0.77 - 0.98 之间,其中生物气候和过程预测因子是所有物种的最重要变量。GEDI 融合森林结构指标在所有物种中的排名都很靠前,其中 fhd 在所有物种中都是排名靠前的预测因子。对每个物种而言,作为最高预测因子的结构指标反映了已知物种特定的生境关联。该生态区域的热点地区往往位于内陆,且最常出现在私有土地上。确定热点地区是制定以生物多样性为重点的管理计划的第一步,了解所有权模式对未来的保护工作非常重要。GEDI 数据几乎遍布全球,而且最近有研究建议将啄木鸟作为地方和全球范围内多种森林类型的生物多样性指标,这表明将 GEDI 派生数据与啄木鸟探测信息相结合可能是识别生物多样性热点的有力方法。
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引用次数: 0
Increasing concurrent exposure of global breadbaskets to reproductive heat extremes 全球面包筐越来越多地同时暴露于极端高温的生殖环境中
Pub Date : 2024-07-17 DOI: 10.1088/1748-9326/ad6467
Hongying Zhang, Xiaoge Yu, Fengxue Qiao, Chao Li
In recent years, circumglobal heatwaves are becoming increasingly frequent, motivating concerns about the concurrent exposure of global breadbaskets to heat extremes during crop reproductive periods. Here we project the likelihood of concurrent exposure of global breadbaskets of staple crops to widespread reproductive heat extremes. We find that circumglobal reproductive extreme heat exposure would be an agriculturally relevant climate feature in the coming decades. By 2028‒2057 (with approximately 2 oC warming above preindustrial levels), the probability of major breadbaskets of the world concurrently enduring at least 5 days of reproductive extreme heat over more than half of their croplands in a typical year is projected to rise from virtually unlikely to 0.43 for maize, 0.27 for wheat, 0.33 for rice and soybean. While as of 2050‒2079 (with approximately 3 oC warming above preindustrial levels), these probabilities would grow rapidly to 0.91, 0.83, 0.87, and 0.80, respectively. Should such dramatic increases in circumglobal reproductive extreme heat exposure occur, they could pose substantial stress on food production and agricultural adaptation, particularly when coinciding with agricultural droughts.
近年来,环全球热浪日益频繁,引发了人们对全球粮仓在作物生育期同时暴露于极端高温的担忧。在此,我们预测了全球面包篮中的主要农作物同时暴露于大范围极端生殖热的可能性。我们发现,在未来几十年中,全球范围的生殖极端高温将成为与农业相关的气候特征。到 2028-2057 年(升温幅度比工业化前水平高出约 2 摄氏度),预计全球主要粮仓在一个典型年份中一半以上耕地同时遭受至少 5 天生殖极端高温的概率将从几乎不可能上升到玉米 0.43、小麦 0.27、水稻和大豆 0.33。而到 2050-2079 年(升温幅度比工业化前水平高出约 3 oC),这些概率将分别迅速增至 0.91、0.83、0.87 和 0.80。如果全球生殖极端热暴露发生这种急剧增加,可能会对粮食生产和农业适应造成巨大压力,尤其是在农业干旱的同时。
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引用次数: 0
Land-use change as a major driver for mid-20th-century flood intensity reduction in the Southeastern US 土地利用变化是 20 世纪中期美国东南部洪水强度降低的主要驱动力
Pub Date : 2024-07-17 DOI: 10.1088/1748-9326/ad6464
Zhixiong Shen, Nicholas Conway, Shaowu Bao, Samuel E Munoz, Andreas Lang
Land-use changes affect hydrologic processes, but their impact on flooding remains obscure amid increasingly heavy precipitation. Instrumental records are short relative to land-use change history and inadequate for flood attribution studies. Here we integrate a high-resolution paleodischarge record spanning the past ~200 years from the largest basin in the Southeastern United States with instrumental data and hydrological modeling. We find that the 100-yr flood magnitude for large regional rivers exhibits 50–75% reductions in the mid-20th century. We attribute at least 50% of the reductions to a regional shift from widespread agricultural land to conservation and reforestation and the rest to streamflow regulations. A sensitivity test of the largest post-1950s flood in our study area using the WRF-Hydro model shows that the peak early-1900s agriculture activity in the region could have doubled the flood’s magnitude. Our findings suggest that land-use change can profoundly impact flood severity at catchment to regional scales. Therefore, reforestation and soil conservation contribute to alleviating flood hazard in some regions, while aggressive agriculture expansion in other areas will amplify the hazard.
土地利用的变化会影响水文过程,但在降水量越来越大的情况下,其对洪水的影响仍不明显。与土地利用变化历史相比,仪器记录较短,不足以进行洪水归因研究。在这里,我们将美国东南部最大流域过去约 200 年的高分辨率古排水记录与仪器数据和水文模型相结合。我们发现,在 20 世纪中叶,大型区域河流的 100 年洪水量级降低了 50-75%。我们认为,至少 50%的洪水减幅是由于该地区从大面积农田向保护和重新造林的转变,其余则是由于河水流量法规的影响。使用 WRF-Hydro 模型对我们研究地区 1950 年代后最大洪水进行的敏感性测试表明,20 世纪初该地区农业活动的高峰期可能会使洪水的量级增加一倍。我们的研究结果表明,土地利用的变化会对流域到区域范围内的洪水严重程度产生深远影响。因此,在某些地区,植树造林和水土保持有助于减轻洪水灾害,而在其他地区,大力发展农业则会扩大洪水灾害。
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引用次数: 0
Beyond the single-basket mindset: A multi-gas approach to better constrain overshoot in near term warming 超越单篮子思维:采用多种气体方法更好地限制近期变暖超调
Pub Date : 2024-07-17 DOI: 10.1088/1748-9326/ad6461
Julie S Miller, Gabrielle Dreyfus, John S Daniel, Stephen Willis, Yangyang Xu
The remaining carbon budget framework tracks progress towards the Paris Agreement’s goal to limit longer-term warming to well below 2 ºC, but no analogous framework exists for constraining mid-century warming. Established single-basket methods of combining gases into CO2-equivalents using Global Warming Potentials (GWPs) lead to ambiguity over what combination of short- and long-lived emissions reductions are needed because they obscure the distinct warming impacts of each. We investigate to what extent a multi-basket approach that separates short-lived and long-lived pollutants can better estimate the likelihood for emission pathways to meet a near-term warming goal. We develop logistic regression models to categorize IPCC emission pathways (AR6) based on whether they exceed a mid-century temperature threshold. We focus on two baskets, using CO2 for long-lived and methane (CH4) for short-lived gases. For comparison, we consider several single-basket approaches (e.g., GWP100, GWP20, GWP*). We further apply our framework to a synthetic dataset covering a broader emissions space. Across both datasets, the two-basket outperforms all single-baskets. Using an illustrative near-term goal (1.7ºC), the two-basket approach reduces the magnitude of overshoot by a factor of 7 compared with the traditional single-basket. The two-basket’s advantage is smaller with the AR6 pathways, which we attribute to the high correlation between CO2 and CH4 emissions and confounding effects from other pollutants. Our results indicate that the two-basket approach better constrains overshoot magnitude, particularly if future emissions deviate from the AR6 assumption of correlated CO2 and CH4 reductions. Our approach allows the determination of a metric value and reduction target in the context of a chosen set of scenarios and temperature threshold; the outcome is a near-term methane-specific emissions budget that can be adopted by decisionmakers in a way that is analogous and complementary to the carbon budget. Future work could consider a third basket for very short-lived pollutants.
剩余的碳预算框架可跟踪《巴黎协定》将长期升温限制在远低于 2 ºC 的目标的进展情况,但在限制本世纪中期升温方面却没有类似的框架。使用全球升温潜能值(GWPs)将各种气体合并成二氧化碳当量的单篮子既定方法会导致短期和长期减排量的组合模糊不清,因为它们掩盖了每种减排量对升温的不同影响。我们研究了将短寿命和长寿命污染物分开的多篮子方法能在多大程度上更好地估计排放路径实现近期变暖目标的可能性。我们建立了逻辑回归模型,根据 IPCC 排放路径(AR6)是否超过本世纪中期温度阈值对其进行分类。我们将重点放在两个篮子上,长寿命气体使用二氧化碳,短寿命气体使用甲烷 (CH4)。为了进行比较,我们考虑了几种单篮子方法(如 GWP100、GWP20、GWP*)。我们还将我们的框架应用于一个涵盖更广泛排放空间的合成数据集。在这两个数据集上,双篮子都优于所有单篮子。以一个说明性的近期目标(1.7ºC)为例,与传统的单篮子方法相比,双篮子方法将超调幅度降低了 7 倍。在 AR6 途径中,双篮子方法的优势较小,我们将其归因于二氧化碳和甲烷排放之间的高度相关性以及其他污染物的混杂效应。我们的结果表明,双篮子方法能更好地限制超调幅度,尤其是在未来排放量偏离 AR6 假设的二氧化碳和甲烷相关减排量的情况下。我们的方法允许在一组选定的情景和温度阈值的背景下确定一个度量值和减排目标;其结果是决策者可以采用与碳预算类似和互补的方式,制定针对甲烷的近期排放预算。未来的工作可以考虑为寿命极短的污染物设计第三个篮子。
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引用次数: 0
Can blue-green infrastructure counteract the effects of climate change on combined sewer overflows? study of a swiss catchment 蓝绿基础设施能否抵消气候变化对下水道合流溢流的影响? 对瑞士集水区的研究
Pub Date : 2024-07-17 DOI: 10.1088/1748-9326/ad6462
Giovan Battista Cavadini, Mayra Rodríguez, Trang Nguyen, Lauren M. Cook
Combined sewer overflows (CSOs), the discharge of untreated sewage mixed with stormwater into surface waters, are expected to increase under climate change as a result of more extreme rainfall. Blue-green infrastructure (BGI), such as bioretention cells and porous pavements, can help to reduce the amount of stormwater entering combined sewer systems, thus reducing CSO discharge. However, our understanding of the potential for BGI to mitigate CSOs in a future climate is still lacking, as performance is typically evaluated for individual BGI elements with fixed implementation areas under historical climate conditions or limited future scenarios. In response, this study investigates the performance of 30 combinations of BGI elements and implementation rates to prevent increases in CSOs under a range of future climate scenarios in an urban catchment near Zurich, Switzerland. Median total annual rainfall, projected to increase by as much as 46%, could double the median annual CSO volume and increase median annual CSO frequency by up to 52%. Four BGI combinations that include bioretention cells show the most promise to prevent increases in CSO volume and frequency in a future climate; and given the diverse responses of BGI elements to distinct rainfall patterns, their combinations can enhance CSO discharge reduction across varying climate patterns. BGI is also likely to become more cost-effective under future climatic conditions as projected increases in total rainfall led to larger CSO volume reductions obtained through BGI. However, there is a trade-off between robustness to climate change and cost-effectiveness, since CSO volume reduction capacity scales with BGI implementation rate but cost-effectiveness declines. Our study illustrates the effectiveness of various BGI combinations to prevent increases in CSOs in a future climate, calling for a range of BGI elements and implementation areas to be considered for urban drainage adaptation.
下水道合流溢流(CSOs)是指未经处理的污水与雨水混合后排入地表水体,预计在气候变化的情况下,由于极端降雨量增加,CSOs 的排放量将会增加。蓝绿基础设施(BGI),如生物滞留池和多孔路面,有助于减少进入合流制下水道系统的雨水量,从而减少 CSO 排放。然而,我们对蓝绿基础设施在未来气候条件下缓解 CSO 的潜力仍缺乏了解,因为我们通常是在历史气候条件或有限的未来情景下,对具有固定实施区域的单个蓝绿基础设施进行性能评估。为此,本研究在瑞士苏黎世附近的一个城市集水区调查了 30 种 BGI 要素组合和实施率的性能,以防止在一系列未来气候情景下 CSO 的增加。预计年降雨总量中位数将增加 46%,这将使年 CSO 量中位数增加一倍,并使年 CSO 频率中位数增加 52%。在未来气候条件下,包括生物滞留细胞在内的四种 BGI 组合最有希望防止 CSO 量和频率的增加;鉴于 BGI 元素对不同降雨模式的反应各异,它们的组合可在不同气候模式下增强减少 CSO 排放的效果。在未来气候条件下,BGI 还可能更具成本效益,因为预计总降雨量的增加会导致通过 BGI 减少更多的 CSO 排放量。然而,气候变化的稳健性与成本效益之间存在权衡,因为随着 BGI 实施率的提高,CSO 量减少能力也会提高,但成本效益却会下降。我们的研究说明了各种 BGI 组合在未来气候条件下防止 CSO 增加的有效性,呼吁在城市排水适应中考虑一系列 BGI 要素和实施领域。
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引用次数: 0
Green finance and grey air: evaluating the impact of green finance pilot zones on company-level pollution in China 绿色金融与灰色空气:评估中国绿色金融试验区对企业级污染的影响
Pub Date : 2024-07-17 DOI: 10.1088/1748-9326/ad6466
Chen Luo, Huaiqian Lyu, Tianzuo Wen, Will W. Qiang, Harry F. Lee
To achieve sustainable and high-quality economic growth, China introduced the Pilot Zones for Green Finance Reform and Innovations in 2017. While this policy aims to promote the green transition of businesses and has drawn significant attention, its micro-operational mechanism and firm-level impact remain largely unexplored. This study addresses this research gap by employing a quasi-experimental approach to examine the policy’s effects on companies. The empirical results of our research highlight an unexpected 5.53% surge in the PM2.5 concentration levels in the vicinity of these firms. Given these findings, we call on policymakers to reflect on the environmental consequences following the roll-out of the Green Finance Reform. Simultaneously, we stress the significance of corporate responsibility in disclosing pertinent indicators and environmental data.
为实现可持续和高质量的经济增长,中国于 2017 年推出了绿色金融改革创新试验区。尽管这一政策旨在推动企业绿色转型,并引起了广泛关注,但其微观运行机制和企业层面的影响在很大程度上仍未得到探讨。本研究针对这一研究空白,采用准实验方法考察了该政策对企业的影响。我们的实证研究结果表明,这些公司附近的 PM2.5 浓度水平意外飙升了 5.53%。鉴于这些发现,我们呼吁政策制定者反思绿色金融改革推出后的环境后果。同时,我们强调企业在披露相关指标和环境数据时应承担的责任。
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引用次数: 0
Temporal and spatial changes in the environmental lapse rate distribution over the Arctic 北极上空环境失效率分布的时空变化
Pub Date : 2024-07-17 DOI: 10.1088/1748-9326/ad6465
zelu zhang, J. Bamber, Ádám Ignéczi
The Environmental Lapse Rate (ELR) depicts how the temperature near the surface varies with altitude and can be used for temperature downscaling coarse resolution data and for understanding boundary layer processes. We calculated the ELR using ERA5 reanalysis data, examined its temporal and larger-scale spatial variability, and found a prevalent seasonal ELR cycle over the Arctic. There are extensive positive ELR values resulting from pervasive inversions over most of the Arctic in winter; hence, we also explored the possible factors that lead to inversions in polar regions. Our results can serve as a reference for future research on the inversions in different morphological regions at different pressure levels. By improving the characterization of the ELR, we obtain a more explicit representation of the vertical temperature variation across the Arctic region and examine potential trends in ELR over time. Our results challenge the commonly assumed fixed ELR values that are typically used in the Arctic region in, for example, correcting ice-core temperature reconstructions or estimating higher-resolution runoff from land ice.
环境塌缩率(ELR)描述了近地面温度随高度变化的情况,可用于温度降尺度粗分辨率数据和了解边界层过程。我们利用ERA5再分析数据计算了ELR,研究了其时间和更大尺度空间的变化,发现北极上空普遍存在一个ELR季节周期。冬季北极大部分地区普遍存在的逆转现象导致了大量正的 ELR 值;因此,我们还探讨了导致极地地区逆转的可能因素。我们的研究结果可为今后研究不同气压水平下不同形态区域的逆转现象提供参考。通过改进 ELR 的表征,我们获得了整个北极地区垂直温度变化的更清晰表征,并研究了 ELR 随时间变化的潜在趋势。我们的研究结果对通常假定的固定 ELR 值提出了挑战,这些值通常用于北极地区的冰芯温度重建校正或估算更高分辨率的陆冰径流。
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引用次数: 0
Modelling remote barrier detection to achieve free-flowing river targets 建立远程障碍物探测模型,实现河流自由流动目标
Pub Date : 2024-07-17 DOI: 10.1088/1748-9326/ad6460
Millicent V Parks, C. Garcia de Leaniz, Peter E. Jones, Josh Jones
Fragmentation caused by artificial barriers is one of the main stressors of rivers worldwide. However, many barrier inventories only record large barriers, which underestimates barrier numbers, and hence fragmentation. Corrected barrier numbers can be obtained via river walkovers, but these are costly and time consuming. We assessed the performance of remote sensing as an alternative to river walkovers for barrier discovery by comparing the number and location of barriers detected in the field with those detected using Google Earth imagery. Only 56% of known barriers could be detected remotely, but machine learning models predicted the likelihood of remote detection with 62-65% accuracy. Barriers located downstream were twice as likely to be detected remotely than those in the headwaters, the probability of detection diminishing by 3-4% for every decrease in Strahler stream order and for every 10km increase in distance from the river mouth. Barriers located in forested reaches were 35% less likely to be detected than those in open reaches. Observer skills also affected the ability to locate barriers remotely and detection rate varied by 11% between experienced and less experienced observers, suggesting that training might improve barrier detection. Our findings have implications for estimates of river fragmentation because they show that the most under-represented structures in barrier inventories, i.e. small barriers located in forested headwaters, are unlikely to be detected remotely. Although remote sensing cannot fully replace ‘boots on the ground’ field surveys for filling barrier data gaps, it can reduce the field work necessary to improve barrier inventories and help inform optimal strategies for barrier removal under data-poor scenarios.
人工障碍物造成的支离破碎是全球河流面临的主要压力之一。然而,许多障碍物清单只记录大型障碍物,这就低估了障碍物的数量,从而也低估了破碎化程度。通过河流漫步可以获得经过校正的障碍物数量,但这样做既费钱又费时。我们通过比较实地发现的障碍物数量和位置与使用谷歌地球图像发现的障碍物数量和位置,评估了遥感技术作为河流漫步发现障碍物的替代方法的性能。只有 56% 的已知障碍物能被遥感检测到,但机器学习模型预测遥感检测可能性的准确率为 62-65%。位于下游的障碍物被远程检测到的几率是上游障碍物的两倍,Strahler溪流顺序每降低一个等级,距离河口每增加10公里,检测到的几率就会降低3-4%。位于森林河段的障碍物被探测到的概率比位于开阔河段的障碍物低 35%。观察者的技能也会影响远程定位障碍物的能力,经验丰富的观察者和经验不足的观察者的检测率相差 11%,这表明培训可以提高障碍物的检测率。我们的研究结果对河流破碎化的估算有影响,因为这些结果表明,在障碍物清单中代表性最弱的结构,即位于森林上游的小型障碍物,不太可能被遥感探测到。虽然遥感技术不能完全取代 "实地 "实地调查来填补障碍物数据缺口,但它可以减少改进障碍物清单所需的实地工作,并有助于为数据匮乏情况下的最佳障碍物清除策略提供信息。
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Environmental Research Letters
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