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Estro-Androgenic Disrupting Effects of Halogenated Disinfection Byproducts: A Comprehensive Evaluation and Comparison 卤代消毒副产物的雌激素干扰效应:综合评估与比较
IF 10.8 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-10-30 DOI: 10.1021/acs.est.4c0722310.1021/acs.est.4c07223
Xueyao Chen, Yaoming Ge, Wei Shi, Mengting Yang, Qing Zhou and Yang Pan*, 

Drinking water halogenated disinfection byproducts (DBPs) have become an increasing health concern. However, the endocrine-disrupting effects of DBPs have not been well evaluated, and the limited available data have inhibited a comprehensive understanding of their health risks. In this study, a total of 43 DBPs were evaluated for their estro-androgenic effects using two types of human breast cancer cells. Among the tested DBPs, 16 exhibited estrogenic/antiestrogenic/androgenic/antiandrogenic effects, and the effects could be observed even at concentrations typically detected in drinking water. Iodinated and polyhalogenated DBPs generally showed higher effects than other species. For a broader comparison, DBP endocrine-disrupting effect data from this study and previous studies were summarized. It was found that the endocrine disruption efficacy of DBPs followed the rank order of iodinated > brominated > chlorinated species, and halophenolic DBPs were potential endocrine-disrupting compounds. Moreover, molecular docking results demonstrated that the binding of DBPs to estro-androgenic receptors was dominated by hydrophobic bonding, hydrogen bonding, halogen bonding, and van der Waals forces. The force strength and molecular volume were related to the magnitude of the estro-androgenic effects. Iodinated DBPs and polyhalogenated DBPs tended to have larger binding forces than other analogues and thus exhibited stronger effects.

饮用水卤化消毒副产物(DBPs)已成为人们日益关注的健康问题。然而,DBPs 的内分泌干扰效应尚未得到很好的评估,有限的可用数据阻碍了对其健康风险的全面了解。在这项研究中,我们使用两种人类乳腺癌细胞对总共 43 种 DBPs 的雌激素和雄激素效应进行了评估。在测试的 DBPs 中,有 16 种表现出雌激素/抗雌激素/雄激素/抗雄激素效应,即使在饮用水中通常检测到的浓度下也能观察到这些效应。碘化和多卤化 DBP 的影响通常高于其他种类。为了进行更广泛的比较,对本研究和以往研究中的 DBP 内分泌干扰效应数据进行了总结。研究发现,DBP 的内分泌干扰效应按照碘代、溴代、氯代的顺序排列,卤酚类 DBP 是潜在的内分泌干扰化合物。此外,分子对接结果表明,DBPs 与雌激素受体的结合主要受疏水键、氢键、卤素键和范德华力的作用。力的强度和分子体积与雌激素效应的大小有关。碘化 DBP 和多卤化 DBP 的结合力往往比其他类似物大,因此表现出更强的效应。
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引用次数: 0
Understanding Trace Iron and Chromium Incorporation During Gibbsite Crystallization and Effects on Mineral Dissolution 了解吉布斯岩结晶过程中痕量铁和铬的掺入及其对矿物溶解的影响
IF 10.8 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-10-29 DOI: 10.1021/acs.est.4c0448310.1021/acs.est.4c04483
Yatong Zhao, Micah P. Prange, Meirong Zong, Yining Wang, Eric D. Walter, Ying Chen, Zihua Zhu, Mark H. Engelhard, Xiang Wang, Xiaodong Zhao, Carolyn I. Pearce, Aijun Miao*, Zheming Wang*, Kevin M. Rosso* and Xin Zhang*, 

Incorporation of pollutants, e.g., heavy metals, or critical elements, e.g., lithium, as impurities in mineral phases can significantly affect their mobility or sequestration in the environment. Even when present at low concentrations, impurities can alter the solubility and reactivity of the host mineral. In this study, we investigate the incorporation of trace amounts of iron (Fe3+) and chromium (Cr3+) during the crystal growth of the aluminum (Al3+) hydroxide, gibbsite, a major component of bauxite ores, an important soil mineral, and a dominant mineral phase in stored radioactive wastes. Using a comprehensive suite of analytical techniques, we show that both Cr3+ and Fe3+ can be incorporated into the gibbsite lattice during coprecipitation by replacing Al3+ in octahedral sites. These small amounts are consistent with limited to no structural isomorphism shared between Al3+ and Cr3+/Fe3+ hydroxide precipitates, nor room temperature miscibility of their isostructural M2O3 oxide forms, in contrast with oxyhydroxide forms where Al3+ and Fe3+ share similar structural topologies. Despite the limited uptake of Cr3+/Fe3+, we show that these impurities have significant implications for gibbsite dissolution behavior. The limited uptake of Cr3+/Fe3+ (e.g. 0.43% Cr3+ and 0.4% Fe3+), we show that these impurities have significant implications for gibbsite dissolution behavior and subsequent reactivity in complex environments.

将污染物(如重金属)或关键元素(如锂)作为杂质掺入矿物相中,会严重影响其在环境中的流动性或螯合作用。即使存在的浓度很低,杂质也会改变主矿物的溶解度和反应性。在本研究中,我们调查了氢氧化铝(Al3+)吉比特在晶体生长过程中掺入痕量铁(Fe3+)和铬(Cr3+)的情况,吉比特是铝土矿的主要成分,也是一种重要的土壤矿物,还是储存的放射性废料中的主要矿物相。我们利用一整套分析技术表明,在共沉淀过程中,Cr3+ 和 Fe3+ 可通过取代八面体位点上的 Al3+ 而掺入长臂石晶格中。Al3+和Cr3+/Fe3+氢氧化物沉淀物之间的结构同构性有限,甚至不存在结构同构性,它们的同构M2O3氧化物形式在室温下也不具有混溶性,这与Al3+和Fe3+具有相似结构拓扑的氢氧化物形式形成了鲜明对比。尽管对 Cr3+/Fe3+ 的吸收有限,但我们发现这些杂质对吉比特的溶解行为有重大影响。尽管对 Cr3+/Fe3+ 的吸收有限(如 0.43% 的 Cr3+ 和 0.4% 的 Fe3+),但我们发现这些杂质对辉绿岩的溶解行为以及随后在复杂环境中的反应性具有重要影响。
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引用次数: 0
Accelerated Indirect Photodegradation of Organic Pollutants at the Soil–Water Interface 土壤-水界面有机污染物的加速间接光降解
IF 10.8 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-10-29 DOI: 10.1021/acs.est.4c0699310.1021/acs.est.4c06993
Binbin Wu, Jingyi Wang, Xingyi He, Hengyi Dai, Xiaoshan Zheng, Junye Ma, Yu Yao, Dantong Liu, Wanchao Yu, Baoliang Chen and Chiheng Chu*, 

Indirect photolysis driven by photochemically produced reactive intermediates (PPRIs) is pivotal for the transformations and fates of pollutants in nature. While well-studied in bulk water, indirect photolysis processes at environmental interfaces remain largely unexplored. This study reveals a significant acceleration of indirect photodegradation of organic pollutants at the soil–water interface of wetlands. Organic pollutants experienced ubiquitously enhanced indirect photodegradation at the soil–water interfaces, with rates 1.41 ± 0.01 to 4.27 ± 0.03-fold higher than those in bulk water. This enhancement was observed across various natural and artificial wetlands, including coastal wetlands and rice paddies. In situ mapping indicated that soil–water interfaces act as hotspots, concentrating both organic pollutants and PPRIs by 9.30- and 4.27-folds, respectively. This synchronized colocation is the primary cause of the accelerated pollutant photolysis. Additionally, the contribution of each PPRI species to pollutant photolysis and a coupled transformation pathway at the soil–water interface significantly differed from those in bulk water. For instance, the contribution of singlet oxygen to metoxuron photolysis increased from 10.1% in bulk water to 44.4% at the soil–water interface. Our study highlights the rapid indirect photolysis of organic pollutants at the soil–water interfaces, offering new insights into the natural purification processes in wetlands as “Earth’s kidneys.”

由光化学产生的反应性中间体(PPRIs)驱动的间接光解对污染物在自然界中的转化和命运至关重要。虽然对散水中的间接光解过程进行了深入研究,但环境界面上的间接光解过程在很大程度上仍未得到探索。本研究揭示了有机污染物在湿地土壤-水界面的间接光降解过程明显加快。有机污染物在土壤-水界面处的间接光降解速度普遍加快,比在散装水中的光降解速度高出 1.41 ± 0.01 到 4.27 ± 0.03 倍。在包括沿海湿地和稻田在内的各种天然和人工湿地中都观察到了这种增强。原位绘图表明,土壤-水界面是一个热点,有机污染物和 PPRIs 的浓度分别增加了 9.30 倍和 4.27 倍。这种同步定位是加速污染物光解的主要原因。此外,在土壤-水界面上,各 PPRI 物种对污染物光解和耦合转化途径的贡献与在散装水中有显著差异。例如,单线态氧对甲磺隆光解的贡献率从散水中的 10.1% 增加到土壤-水界面的 44.4%。我们的研究强调了有机污染物在土壤-水界面的快速间接光解,为了解作为 "地球之肾 "的湿地的自然净化过程提供了新的视角。
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引用次数: 0
Systems Approaches for Addressing Complex Environmental Problems 解决复杂环境问题的系统方法
IF 10.8 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-10-29 DOI: 10.1021/acs.est.4c0773710.1021/acs.est.4c07737
Qiong Zhang*, Matthew J. Eckelman, Guangtao Fu, Sai Liang, James R. Mihelcic, Weiwei Mo and Julie B. Zimmerman, 
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引用次数: 0
Site Suitability and Air Pollution Impacts of Composting Infrastructure for California’s Organic Waste Diversion Law 加州有机废物转运法堆肥基础设施的场地适用性和空气污染影响
IF 10.8 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-10-29 DOI: 10.1021/acs.est.4c0637110.1021/acs.est.4c06371
Brendan P. Harrison*, Wilson H. McNeil, Tao Dai, J. Elliott Campbell and Corinne D. Scown, 

California’s organic waste diversion law, SB 1383, mandates a 75% reduction in organics disposal by 2025 to reduce landfill methane emissions. Composting will likely be the primary alternative to landfilling, and 75–100 new large-scale composting facilities must be sited in the state to meet its diversion goal. We developed a strategy for evaluating site suitability for commercial composting by incorporating land-use, economic, and environmental justice criteria. In our Baseline scenario, we identified 899 candidate sites, and nearly all are within a cost-effective hauling distance of cropland and rangelands for compost application. About half of sites, mostly in rural areas, are not within a cost-effective collection distance of enough municipal organics to supply an average-sized facility. Conversely, sites near cities have greater access to organics but cause greater health damages from ammonia and volatile organic compounds emitted during the composting process. The additional required composting capacity corresponds to $266–355 million in annual damages from air pollution. However, this excludes avoided emissions from landfilling, and damages could be reduced by 56% if aerated static piles are used instead of windrows. Siting a higher number of smaller decentralized facilities could also help equally distribute air pollution to avoid concentrating burdens in certain communities.

We identified and analyzed suitable compost facility sites in California to help the state meet its organic waste diversion law.

加利福尼亚州的有机垃圾分流法(SB 1383)规定,到 2025 年,有机垃圾处理量要减少 75%,以减少垃圾填埋场的甲烷排放量。堆肥很可能成为垃圾填埋的主要替代方式,该州必须新建 75-100 个大型堆肥设施,才能实现垃圾分流目标。我们结合土地利用、经济和环境正义标准,制定了一套评估场地是否适合商业堆肥的策略。在基线方案中,我们确定了 899 个候选地点,几乎所有地点都在耕地和牧场的成本效益运输距离之内,适合堆肥应用。约有一半的场地(大部分位于农村地区)距离足够的城市有机物收集点较远,无法为平均规模的设施提供足够的有机物。相反,城市附近的堆肥场更容易获得有机物,但堆肥过程中排放的氨和挥发性有机化合物对健康造成的损害更大。所需的额外堆肥能力相当于每年因空气污染造成的 2.66-3.55 亿美元损失。不过,这还不包括填埋过程中避免的排放,如果使用充气静态堆代替风堆,损失可减少 56%。我们在加利福尼亚州确定并分析了合适的堆肥设施选址,以帮助该州达到有机废物分流法的要求。
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引用次数: 0
Electric Demulsification Membrane Technology for Confined Separation of Oil–Water Emulsions 用于油水乳状液密闭分离的电破乳膜技术
IF 10.8 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-10-29 DOI: 10.1021/acs.est.4c0656610.1021/acs.est.4c06566
Yuna Gu, Qiancheng Xia, Bin Liu, Yang Zhao, Liangtao Pu, Jie Ding, Yanbiao Liu, Enze Li, Chad D. Vecitis* and Guandao Gao*, 

Demulsification technology for separation of oil–water (O/W) emulsions, especially those stabilized by surfactants, is urgently needed yet remains highly challenging due to their inherent stability characteristics. Electrocoalescence has emerged as a promising solution owing to its simplicity, efficacy, and versatility, yet hindered by substantial energy consumption (e.g., >50 kWh/m3) along with undesirable Faradic reactions. Herein, we propose an innovative electric demulsification technology that leverages conductive membrane microchannels to confine oil droplets from the oil–water emulsion for achieving high energy-efficient coalescence of oil droplets. The proposed system reduces the required voltage down to 12 V, 2 orders of magnitude lower than that of conventional electrocoalescence systems, while achieving a similar separation efficacy of 91.4 ± 3.0% at a low energy consumption (3 kWh/m3) and an ultrahigh permeability >3000 L/(m2·h·bar). In situ fluorescence microscopy combined with COMSOL simulations provided insight into the fundamental mechanistic steps of an electric demulsification process confined to membrane microchannels: (1) rapid electric-field redistribution of oil droplet surfactant molecules, (2) enhanced collision probability due to confined oil droplet concentration under dielectrophoretic forces, and (3) increased collision efficacy facilitated by the membrane pore structure. This strategy may revolutionize the next generation of demulsification and oil–water separation innovations.

油水(O/W)乳液,尤其是表面活性剂稳定的油水乳液,急需分离破乳技术,但由于其固有的稳定性特点,这项技术仍然极具挑战性。电凝聚技术因其简单、高效和多功能性而成为一种有前途的解决方案,但其巨大的能耗(例如 50 kWh/m3)和不理想的法拉第反应阻碍了它的发展。在此,我们提出了一种创新的电去乳化技术,利用导电膜微通道来限制油水乳化液中的油滴,从而实现高能效的油滴凝聚。该系统将所需电压降至 12 V,比传统电凝聚系统低 2 个数量级,同时在低能耗(3 kWh/m3)和超高渗透率 >3000 L/(m2-h-bar)条件下实现了 91.4 ± 3.0% 的相似分离效率。原位荧光显微镜与 COMSOL 模拟相结合,使人们深入了解了局限于膜微通道的电破乳过程的基本机理步骤:(1)油滴表面活性剂分子的快速电场再分布;(2)在介电泳力作用下,局限的油滴浓度提高了碰撞概率;(3)膜孔结构提高了碰撞效率。这种策略可能会彻底改变下一代破乳化和油水分离创新技术。
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引用次数: 0
Environmental Machine Learning, Baseline Reporting, and Comprehensive Evaluation: The EMBRACE Checklist 环境机器学习、基线报告和综合评估:EMBRACE 清单
IF 10.8 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-10-29 DOI: 10.1021/acs.est.4c0961110.1021/acs.est.4c09611
Jun-Jie Zhu, Alexandria B. Boehm and Zhiyong Jason Ren*, 
{"title":"Environmental Machine Learning, Baseline Reporting, and Comprehensive Evaluation: The EMBRACE Checklist","authors":"Jun-Jie Zhu,&nbsp;Alexandria B. Boehm and Zhiyong Jason Ren*,&nbsp;","doi":"10.1021/acs.est.4c0961110.1021/acs.est.4c09611","DOIUrl":"https://doi.org/10.1021/acs.est.4c09611https://doi.org/10.1021/acs.est.4c09611","url":null,"abstract":"","PeriodicalId":10,"journal":{"name":"ACS Central Science","volume":"58 45","pages":"19909–19912 19909–19912"},"PeriodicalIF":10.8,"publicationDate":"2024-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142609692","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Correction to “Understanding Variations in Ferrate Detection through the ABTS Method in the Presence of Electron-Rich Organic Compounds” 对 "了解富电子有机化合物存在时通过 ABTS 法检测铁酸盐的变化 "的更正
IF 10.8 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-10-29 DOI: 10.1021/acs.est.4c1115710.1021/acs.est.4c11157
Xiao-Na Zhao, Yu-Lei Liu, Zhuang-Song Huang, Jinfeng Lu, Yue Cao, Jing-Xiao Wang, Zhiqiang Chen, Jun Ma and Lu Wang*, 
{"title":"Correction to “Understanding Variations in Ferrate Detection through the ABTS Method in the Presence of Electron-Rich Organic Compounds”","authors":"Xiao-Na Zhao,&nbsp;Yu-Lei Liu,&nbsp;Zhuang-Song Huang,&nbsp;Jinfeng Lu,&nbsp;Yue Cao,&nbsp;Jing-Xiao Wang,&nbsp;Zhiqiang Chen,&nbsp;Jun Ma and Lu Wang*,&nbsp;","doi":"10.1021/acs.est.4c1115710.1021/acs.est.4c11157","DOIUrl":"https://doi.org/10.1021/acs.est.4c11157https://doi.org/10.1021/acs.est.4c11157","url":null,"abstract":"","PeriodicalId":10,"journal":{"name":"ACS Central Science","volume":"58 45","pages":"20328 20328"},"PeriodicalIF":10.8,"publicationDate":"2024-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142609695","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Synthesis of a Truncated Microcystin Tetrapeptide Molecule from a Partial Mcy Gene Cluster in Microcystis Cultures and Blooms 从微囊藻培养物和藻体中的部分 Mcy 基因簇合成截短的微囊藻毒素四肽分子
IF 10.8 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-10-29 DOI: 10.1021/acs.est.4c0003910.1021/acs.est.4c00039
Colleen E. Yancey, Lauren Hart, Apurva Chandrakant Lad, Johnna A. Birbeck, Siliang Song, Osama G. Mohamed, Andrew M. Fribley, Steven T. Haller, Ashootosh Tripathi, David J. Kennedy, Judy A. Westrick, David H. Sherman and Gregory J. Dick*, 

Microcystis spp. threaten freshwater ecosystems through the proliferation of cyanobacterial harmful algal blooms (cyanoHABs) and production of the hepatotoxin, microcystin. While microcystin and its biosynthesis pathway, encoded by the mcy genes, have been well studied for over 50 years, a recent study found that Microcystis populations in western Lake Erie contain a transcriptionally active partial mcy operon, in which the A2 domain of mcyA and mcyB-C are present but the mcyD-J genes are absent. Here, we investigate the potential biosynthetic products and the evolutionary history of this partial operon. Our results reveal two candidate tetrapeptide constructs, with an X variable position, to be produced by strains with the partial operon. The partial operon appears necessary and sufficient for tetrapeptide biosynthesis and likely evolved from a single ancestor hundreds to tens of thousands of years ago. Bioactivity screens using Hep3B cells indicate a mild elevation of some markers of hepatotoxicity and inflammation, suggesting the need to further assess the effects of these novel secondary metabolites on freshwater ecosystems and public health. The need to assess these effects is even more pressing given the detection of tetrapeptides in both culture and western Lake Erie, which is a vital source of fresh water. Results from this study emphasize previous findings in which novel bacterial secondary metabolites may be derived from the molecular evolution of existing biosynthetic machinery under different environmental forcings.

微囊藻属(Microcystis)通过蓝藻有害藻华(cyanoHABs)的扩散和肝毒素微囊藻毒素的产生威胁着淡水生态系统。由 mcy 基因编码的微囊藻毒素及其生物合成途径已被研究了 50 多年,但最近的一项研究发现,伊利湖西部的微囊藻种群含有转录活跃的部分 mcy 操作子,其中有 mcyA 和 mcyB-C 的 A2 结构域,但没有 mcyD-J 基因。在此,我们研究了该部分操作子的潜在生物合成产物及其进化历史。我们的研究结果表明,带有部分操作子的菌株可产生两种候选的四肽构建物,其X位置可变。部分操作子似乎是四肽生物合成的必要和充分条件,而且很可能是在几百到几万年前从单一祖先进化而来的。使用 Hep3B 细胞进行的生物活性筛选表明,肝毒性和炎症的一些标志物会轻度升高,这表明有必要进一步评估这些新型次级代谢物对淡水生态系统和公众健康的影响。伊利湖是重要的淡水水源,而在伊利湖养殖区和西湖中都检测到了四胜肽,因此评估这些影响的需求更为迫切。这项研究的结果强调了之前的发现,即新型细菌次级代谢物可能来自于现有生物合成机制在不同环境胁迫下的分子进化。
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引用次数: 0
Mapping Spatiotemporal Disparities in Residential Electricity Inequality Using Machine Learning 利用机器学习绘制居民用电不平等的时空差异图
IF 10.8 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-10-29 DOI: 10.1021/acs.est.4c0609310.1021/acs.est.4c06093
Ying Yu*, Xijing Li, Angel Hsu and Noah Kittner*, 

The move toward electrification is critical for decarbonizing the energy sector but may exacerbate energy unaffordability without proper safeguards. Addressing this challenge requires capturing neighborhood-scale dynamics to uncover the blind spots in residential electricity inequality. Based on publicly available, multisourced remote sensing and census data, we develop a high-resolution, spatiotemporally explicit machine learning (ML) framework to predict tract-level monthly electricity consumption across the conterminous U.S. from 2013–2020. We then construct the electricity affordability gap (EAG) metric, defined as the gap between electricity bills and 3% of household income, to better identify energy-vulnerable communities over space and time. The results show that our framework largely improves the resolution of electricity consumption data while achieving an R2 of 0.82 compared to the Low-Income Energy Affordability Data (LEAD). We estimate an annual $16.18 billion economic burden on the ability to afford electricity bills, exceeding current federal appropriations in alleviating energy difficulties. We also observe pronounced seasonal and urban-rural disparities, with monthly EAG in summer and winter being 2–3 times greater than other seasons and rural residents facing burdens up to 1.7 times higher than their urban counterparts. These insights inform equitable electrification by addressing spatiotemporal mismatches and multiple jurisdictional challenges in energy justice efforts.

实现电气化对于能源行业的去碳化至关重要,但如果没有适当的保障措施,可能会加剧能源的不可负担性。要应对这一挑战,就必须捕捉邻里尺度的动态变化,揭示居民用电不平等的盲点。基于公开的多源遥感和人口普查数据,我们开发了一个高分辨率、时空明确的机器学习(ML)框架,用于预测 2013-2020 年美国大陆地区的街区级月度用电量。然后,我们构建了电力负担能力差距(EAG)指标,定义为电费与家庭收入 3% 之间的差距,以更好地识别空间和时间上的能源弱势社区。结果表明,我们的框架在很大程度上提高了用电数据的分辨率,与低收入能源负担能力数据(LEAD)相比,R2 为 0.82。我们估计,负担电费的能力每年会带来 161.8 亿美元的经济负担,超过了目前联邦在缓解能源困难方面的拨款。我们还观察到明显的季节和城乡差异,夏季和冬季的月度 EAG 是其他季节的 2-3 倍,农村居民面临的负担是城市居民的 1.7 倍。通过解决能源公正工作中的时空错配和多重管辖挑战,这些见解为公平电气化提供了参考。
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引用次数: 0
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