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Long-term historical trends in air pollutant emissions in South Korea (2000–2018) 韩国空气污染物排放的长期历史趋势(2000-2018 年)
IF 1.1 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-10-06 DOI: 10.1007/s44273-023-00013-w
Jinseok Kim, Junhee Park, Hyejung Hu, Monica Crippa, Diego Guizzardi, Satoru Chatani, Junichi Kurokawa, Tazuko Morikawa, Soyoung Yeo, Hyungah Jin, Jung-Hun Woo

This study aims to understand the impact of previous air quality improvement policies on historical emission changes by examining long-term emission trends in Korea. Annual emissions from 2000 to 2018 were estimated using Korea’s official emissions inventory, the Clean Air Policy Support System (CAPSS). To ensure a consistent comparison, standardization of the method for calculating emissions and unification of the reported emission sectors were conducted each year. Furthermore, Korea’s emissions history was compared with that of neighboring countries, such as China and Japan. The annual emissions of these countries were acquired from the HTAPv3 emissions inventory, an international long-term emission trend study. For comparison, the emission source classification of Korea was matched with that of HTAPv3. As a result of the analysis, NOx and SOx emissions in Korea have shown decreasing trends, whereas VOCs (volatile organic compounds) have indicated a gradual increasing trend since 2000. Compared to the previous period of implementing South Korea’s air quality improvement policy, changes in NOx and SOx emissions, which are combustion-related pollutants, showed a relationship with the policy’s timeline. However, non-combustion-related pollutants such as VOCs did not exhibit such a relationship. It was concluded that the related policies were not as effective in reducing VOCs as planned in the policy. By comparing the emission trends of Japan, Korea, and China, it was confirmed that Japan was the first country to experience a decrease in combustion-related pollutants emissions, followed by Korea and China. Additionally, combustion-related pollutants decreased in all three countries, whereas VOCs decreased only in Japan. VOC is a precursor material generating secondary PM2.5 and Ozone; considering that, if relevant policies are additionally implemented to control future PM2.5 concentrations, and to reduce emissions efficiently and effectively, Japan’s VOC reduction policies can be applied to Korea’s emission reduction policies. These results are expected to serve as important references when establishing future air quality improvement policies in Korea.

本研究旨在通过考察韩国的长期排放趋势,了解以往的空气质量改善政策对历史排放变化的影响。使用韩国官方排放清单--清洁空气政策支持系统(CAPSS)估算了 2000 年至 2018 年的年排放量。为确保比较的一致性,每年都对计算排放量的方法进行了标准化,并对报告的排放部门进行了统一。此外,还将韩国的排放历史与中国和日本等邻国进行了比较。这些国家的年度排放量来自 HTAPv3 排放清单,这是一项国际长期排放趋势研究。为便于比较,韩国的排放源分类与 HTAPv3 的排放源分类相匹配。分析结果显示,韩国的氮氧化物和硫氧化物排放量呈下降趋势,而 VOC(挥发性有机化合物)自 2000 年以来呈逐步上升趋势。与韩国实施空气质量改善政策的前一时期相比,与燃烧相关的污染物氮氧化物和硫氧化物排放量的变化与政策的时间表有一定关系。然而,与燃烧无关的污染物(如挥发性有机化合物)却没有表现出这种关系。由此得出结论,相关政策在减少挥发性有机化合物方面并没有像政策计划的那样有效。通过比较日本、韩国和中国的排放趋势,可以确认日本是燃烧相关污染物排放最先减少的国家,其次是韩国和中国。此外,这三个国家的燃烧相关污染物都有所减少,而只有日本的挥发性有机化合物有所减少。挥发性有机化合物是产生二次 PM2.5 和臭氧的前体物质;考虑到如果进一步实施相关政策以控制未来 PM2.5 的浓度,并有效和高效地减少排放,日本的挥发性有机化合物减排政策可适用于韩国的减排政策。这些结果有望成为韩国制定未来空气质量改善政策的重要参考。
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引用次数: 0
Relationship between human behavior and indoor air quality of private room in a care facility for the elderly in Japan 日本老年人护理机构私人房间的人类行为与室内空气质量的关系
IF 1.1 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-09-05 DOI: 10.1007/s44273-023-00011-y
Nobuyuki Tanaka, Tatsuji Munaka, Joao Filipe Papel, Shun-ichi Hattori, Toshiya Iwamatsu, Teruhisa Miura, Fujio Tsutsumi

In Japan, the number of elderly people in need of nursing care is increasing while the population of young people is decreasing, and the potential for labor shortages in the field of elder care is of great concern. This study aimed to estimate the behavior of the elderly by using sensors to monitor indoor air quality (IAQ), without placing undue burden on the elderly or their caregivers. Odor and carbon dioxide (CO2) concentrations were monitored in a private room of a nursing home in the Kanto Region of Japan, the behaviors of the resident and staff members were recorded, and the relationship between the two was analyzed. Both odor and CO2 concentrations were higher when the resident was present than when absent, indicating that the resident was one of the main sources of indoor odor and CO2. In addition, after the resident entered the room, the CO2 concentration increased and remained stable, whereas the odor concentration tended to vary after the resident entered the room, first increasing and later decreasing. This suggested that the increase or decrease in odor could be used to monitor the behavior of the resident and staff members. The relationship between the slopes of odor and CO2 in typical behavioral events suggest that if only odor increases and CO2 does not change, the likelihood of the event in which feces were observed during diaper changes is high. In addition, based on the behavior near the sensor, the rate of CO2 and odor emissions differed between the elderly resident and the younger staff members, suggesting that the ratio of odor slope to CO2 slope may be greater in the elderly than in younger people. Furthermore, the repeated number of increases and decreases in odor and CO2 suggested that multiple events could be distinguished. These results suggest that IAQ can be utilized to estimate the behavior of residents and staff in nursing care facilities for the elderly.

在日本,需要护理的老年人数量不断增加,而年轻人的数量却在减少,因此老年人护理领域可能出现的劳动力短缺问题备受关注。本研究旨在通过使用传感器监测室内空气质量(IAQ)来估测老年人的行为,同时不给老年人或其护理人员造成过重的负担。研究人员在日本关东地区一家养老院的私人房间内监测了气味和二氧化碳(CO2)浓度,记录了住户和工作人员的行为,并分析了两者之间的关系。当住户在场时,异味和二氧化碳浓度均高于不在场时,这表明住户是室内异味和二氧化碳的主要来源之一。此外,居民进入房间后,二氧化碳浓度会增加并保持稳定,而气味浓度则会在居民进入房间后发生变化,先增加后减少。这表明,气味的增减可用于监测住户和工作人员的行为。典型行为事件中气味和二氧化碳斜率之间的关系表明,如果只有气味增加而二氧化碳没有变化,那么在换尿布时观察到粪便的可能性就很高。此外,根据传感器附近的行为,老年住户和年轻工作人员的二氧化碳和气味排放率不同,这表明老年人的气味斜率与二氧化碳斜率之比可能大于年轻人。此外,气味和二氧化碳的增加和减少的重复次数表明,可以区分多个事件。这些结果表明,IAQ 可以用来估计老年人护理机构中居民和工作人员的行为。
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引用次数: 0
Determination of BVOCs based on high time-resolved measurements in urban and forest areas in Japan 日本城市和森林地区基于高时间分辨测量的BVOC测定
IF 1.1 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-08-16 DOI: 10.1007/s44273-023-00009-6
Yujiro Ichikawa, Kiyoshi Nojiri, Kouki Sasaka

Biogenic volatile organic compounds (BVOCs) with high photochemical activity and short atmospheric lifetimes are major contributors to tropospheric ozone and other photochemical air pollution. Although several studies have been conducted on BVOC emissions in Japan, no comprehensive observations have been made to determine the actual state of BVOCs in the atmosphere. Therefore, we conducted time-resolved measurements of atmospheric BVOCs in urban and forested areas throughout the year. The concentrations of BVOCs were higher in summer than in the other seasons. Isoprene concentrations were higher during hours with higher temperatures and solar radiation. However, there were also months and times of the year when monoterpenes showed high concentrations, which indicates that the behavior of the BVOC components differed depending on the time of the year. The results of the propylene equivalent concentration indicated that BVOCs considerably contributed to tropospheric ozone production. The year-long observations of BVOCs in this study contribute to our understanding of the actual status of atmospheric BVOC concentrations and components and the uncertainty in the calculation results of chemical transport models.

生物挥发性有机化合物(BVOCs)光化学活性高,在大气中的寿命短,是对流层臭氧和其他光化学空气污染的主要成因。虽然对日本的 BVOC 排放进行了多项研究,但还没有进行过全面的观测来确定 BVOC 在大气中的实际状态。因此,我们对城市和森林地区全年的大气 BVOC 进行了时间分辨测量。夏季的 BVOCs 浓度高于其他季节。在温度和太阳辐射较高的时段,异戊二烯的浓度较高。不过,一年中也有单萜烯浓度较高的月份和时间,这表明 BVOC 成分的行为因时间而异。丙烯当量浓度的结果表明,BVOC 对对流层臭氧的产生有相当大的贡献。本研究对 BVOCs 的全年观测有助于我们了解大气中 BVOC 浓度和成分的实际状况,以及化学传输模式计算结果的不确定性。
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引用次数: 0
Correlation between air temperature and surface ozone in their extreme ranges in the greater Tokyo region 大东京地区极端范围内气温与地表臭氧的相关性
IF 1.1 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-08-15 DOI: 10.1007/s44273-023-00010-z
Hiroshi Yoshikado

High-level ozone (O3) events observed around major urban regions in the middle latitudes are correlated with high temperatures (T-O3 correlation). Therefore, the effects of global warming on the future O3 levels are a matter of concern. The T-O3 correlation is caused by various physicochemical and meteorological processes, the importance of which can differ by region. This statistical analysis focused on the correlation in the extremely high ranges, because the lower ranges would only act as noise in elucidating the conditions at which high temperatures and high levels of O3 occur. This methodology was applied to the greater Tokyo region after 2001, where severe O3 events frequently occurred when the sea breeze system developed in summer. To select sample days for the analysis, this study set up twofold filtering: (1) a large threshold for midday sunshine duration and (2) a typical variation pattern to roughly judge sea breeze days, mostly essential weather pattern for high-level O3 events in the region. The most notable result was a decrease in O3 corresponding to the reduction in non-methane hydrocarbons (NMHC) from Period I (2001–2007) to Period III (2017–2019). As the NMHC rank reduced, the linear regression line for the T-O3 correlation shifted downward, but its slope (ppb/°C) remained around 10, except that temporary spikes in O3 levels and temperatures occurred at moderate NMHC levels. From an urban meteorological perspective, the wind speed in the mature stage of the sea breeze is the major factor behind the T-O3 correlation.

在中纬度主要城市地区周围观测到的高浓度臭氧(O3)事件与高温相关(T-O3 相关性)。因此,全球变暖对未来臭氧水平的影响是一个值得关注的问题。T-O3 相关性是由各种物理化学和气象过程造成的,其重要性因地区而异。本统计分析侧重于极高范围内的相关性,因为较低范围的相关性在阐明高温和高浓度臭氧发生的条件时只会起到噪音的作用。这种方法适用于 2001 年以后的大东京地区,因为该地区在夏季海风系统发展时经常出现严重的臭氧事件。为了选择样本日进行分析,这项研究设置了两重筛选:(1)正午日照时间的大阈值;(2)典型的变化模式,以大致判断海风日,这主要是该地区高浓度臭氧事件的基本天气模式。最显著的结果是,从时期 I(2001-2007 年)到时期 III(2017-2019 年),与非甲烷碳氢化合物(NMHC)减少相对应的 O3 减少。随着非甲烷碳氢化合物等级的降低,T-O3相关性的线性回归线向下移动,但其斜率(ppb/°C)仍保持在10左右,只是在中等非甲烷碳氢化合物水平时,O3水平和温度会出现暂时的峰值。从城市气象角度来看,海风成熟阶段的风速是 T-O3 相关性的主要因素。
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引用次数: 0
Photonitration of pyrene adsorbed on silica gel with NO2 二氧化氮吸附芘在硅胶上的光作用
IF 1.1 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-08-01 DOI: 10.1007/s44273-023-00006-9
Kiyoshi Hasegawa, Reona Mabuchi, Shigehiro Kagaya

To examine the heterogeneous photonitration of pyrene with NO2 (approximately 0.2 ppm) on a heavy-traffic road, we studied the photonitration of pyrene adsorbed (pyreneads) on silica gel, which was used as SiO2 in particulate matter (PM), with NO2 (10.2, 2.0, and 0.20 ppm) under the atmospheric concentration ratio of pyreneads to NO2 and compared the results with those obtained in the dark. The effects of irradiation, wavelength, and oxygen concentration in a NO2 diluent on the photonitration were examined using a fluidized-bed column irradiated with simulated or real sunlight. Under the UV-light absorption of pyrene, the concentration of pyrene decreased exponentially in accordance with a pseudo-first-order reaction, while in the dark, it decreased sigmoidally in accordance with a H+-autocatalyzed reaction. The distribution and the yields of formed nitration products and their photooxidation products were affected by the light intensity, concentrations of NO2, and oxygen in the NO2 diluent. In the photonitration experiments using a high-pressure mercury lamp, formed 1-nitropyrene and minor dinitropyrenes were decreased by the transformation into their photooxidation products. Under 8-h exposure of pyrene to 10.2-ppm NO2, the yield of 1-nitropyrene was 42% in N2 and 28% in air. The oxygen inhibitory effect can be explained by the energy transfer from 1pyrene* to oxygen. Radical cation intermediate (pyrene•+-NO2) was proposed for 1-nitropyrene formation. Under 24-h exposure of pyrene to 2.0-ppm NO2, the yields of 1-nitropyrene and the photooxidation products were 21.6% and 8.0%, respectively, in N2 and 4.9% and 3.8%, respectively, in air. Under 24-h exposure of pyrene to 0.20-ppm NO2, which is two times the 1-h NO2 standard in the USA and China, the yields of 1-nitropyrene and the photooxidation products were 2.3% and 3.4%, respectively, in N2 and 2.1% and 0.9%, respectively, in air. The significant decrease in the yields of 1-nitropyrene and the photooxidation products under the concentration of 0.20-ppm NO2 can be explained by their easy photodecomposition with the increase in the photolysis of pyrene. Under the concentration of 0.20-ppm NO2 in air, which is approximately the concentration on heavy-traffic roads, the decay rate of pyrene by the photonitration was increased by own photolysis, although the photonitration was inhibited by oxygen in air.

为了研究芘与二氧化氮(约 0.2 ppm)在交通繁忙的道路上发生的异相光解,我们研究了吸附在硅胶(用作颗粒物(PM)中的二氧化硅)上的芘(pyreneads)与二氧化氮(10.2、2.0 和 0.20 ppm)在芘与二氧化氮的大气浓度比下发生的光解,并将结果与在黑暗中获得的结果进行了比较。利用流化床色谱柱,在模拟或真实太阳光照射下,研究了辐照、波长和 NO2 稀释剂中氧浓度对光解的影响。在紫外线吸收芘的情况下,芘的浓度按照伪一阶反应呈指数下降,而在黑暗条件下,芘的浓度按照 H+ 自催化反应呈等比下降。形成的硝化产物及其光氧化产物的分布和产量受光照强度、二氧化氮浓度和二氧化氮稀释液中氧气的影响。在使用高压汞灯进行的光硝化实验中,形成的 1-硝基苯芘和次要二硝基苯芘转化为光氧化产物的数量减少。芘暴露在 10.2ppm 二氧化氮中 8 小时后,1-硝基苯芘在氮气中的产率为 42%,在空气中为 28%。氧气的抑制作用可以用 1pyrene* 向氧气的能量转移来解释。1-nitropyrene 的形成可能与辐射阳离子中间体(芘-+-NO2-)有关。将芘暴露在 2.0ppm 的二氧化氮中 24 小时后,1-硝基苯芘和光氧化产物的产量在氮气中分别为 21.6% 和 8.0%,在空气中分别为 4.9% 和 3.8%。芘暴露在 0.20ppm 的二氧化氮中 24 小时后,即美国和中国二氧化氮 1 小时标准的两倍,1-硝基苯芘和光氧化产物在氮气中的产率分别为 2.3% 和 3.4%,在空气中的产率分别为 2.1% 和 0.9%。在二氧化氮浓度为 0.20ppm 时,1-硝基苯芘和光氧化产物的产率明显降低,这是因为随着芘光解量的增加,它们很容易发生光分解。空气中二氧化氮的浓度为 0.20ppm,与交通繁忙的道路上的浓度相近,在这种情况下,尽管空气中的氧气抑制了芘的光解作用,但其自身的光解作用提高了芘的衰减率。
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引用次数: 0
Measurement of benzene and other volatile organic compounds: implications for its inhalation health risk associated with the workers at a fuel station in Delhi 苯和其他挥发性有机化合物的测量:对与德里一家加油站工人有关的吸入性健康风险的影响
IF 1.1 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-07-21 DOI: 10.1007/s44273-023-00007-8
Poonam Kumari, Gazal Garg, Daya Soni, Shankar G. Aggarwal

Exposure to benzene and other volatile organic compounds (VOCs) like toluene, ethylbenzene, o-, m-, and p-xylene (BTEX) at a fuel station is hazardous for the workers. This study aims to estimate the health risk for worker due to the exposure of BTEX after implementation of vapour recovery system (VRS) at fuel stations. Air samples were collected using low-flow sampling pump as per NIOSH method by using Tenax (sorbent) tubes and charcoal (sorbent) tubes. Target compounds were extracted using acetone and analysed by gas chromatography equipped with flame ionization detector (FID). The cancer risk (CR) and hazard quotient (HQ) were estimated to assess the cancer and non-cancer risk following the United States of Environmental Protection Agency (USEPA) updated methodology. The average concentration of VOCs at the fuel station is found in the order toluene > benzene > xylene > ethylbenzene which may be attributed to the composition of fuel (petrol/diesel). Benzene is the most carcinogenic among BTEX, which is found to be 217 ± 9 µg m−3 and 158 ± 9 µg m−3 in the month of November 2021 using Tenax sorbent and charcoal sorbent tubes, respectively. The high concentration observed using Tenax sorbent may be attributed to its high adsorption efficacy than charcoal due to larger surface area and porosity. The 7-month average CR value of benzene was 9 × 10−4 using Tenax sorbent and exceeds the acceptable range of 1 × 10−6. CR of benzene exposure at the fuel station under study is also compared with that of outdoor ambient air exposure. Benzene measurement data for the same duration was taken from nearby online monitoring station of Delhi Pollution Control Committee (DPCC) PUSA to estimate CR value for outdoor ambient air benzene exposure. The value of HQ for benzene was observed > 1 which exceeds the acceptable value and hence increased the non-cancer health risk also. Hazard index (HI) value for BTEX is also greater than 1 which indicates adverse health effects of benzene and other VOCs at the fuel station. The high CR and HQ values for benzene are a matter of concern for fuel station workers.

在加油站接触苯和其他挥发性有机化合物(VOC),如甲苯、乙苯、邻二甲苯、间二甲苯和对二甲苯(BTEX),会对工人造成危害。本研究旨在估算加油站采用蒸汽回收系统(VRS)后,工人因接触 BTEX 而面临的健康风险。按照 NIOSH 方法,使用低流量采样泵,使用 Tenax(吸附剂)管和木炭(吸附剂)管收集空气样本。目标化合物用丙酮提取,并用配备火焰离子化检测器(FID)的气相色谱法进行分析。根据美国环境保护局(USEPA)的最新方法,估算了癌症风险(CR)和危害商数(HQ),以评估癌症和非癌症风险。油站的挥发性有机化合物平均浓度依次为甲苯、苯、二甲苯和乙苯,这可能与燃料(汽油/柴油)的成分有关。苯是 BTEX 中最容易致癌的物质,在 2021 年 11 月使用 Tenax 吸附剂和木炭吸附剂管时,苯的浓度分别为 217 ± 9 µg m-3 和 158 ± 9 µg m-3。使用 Tenax 吸附剂观察到的高浓度可能归因于其比木炭更大的表面积和孔隙率所带来的高吸附效率。使用 Tenax 吸附剂 7 个月的苯平均 CR 值为 9 × 10-4,超过了 1 × 10-6 的可接受范围。研究中的加油站的苯接触 CR 值还与室外环境空气接触的 CR 值进行了比较。从附近的德里污染控制委员会(DPCC)PUSA 在线监测站获取了相同时间段的苯测量数据,以估算室外环境空气苯暴露的 CR 值。苯的 HQ 值为 1,超过了可接受值,因此也增加了非癌症健康风险。BTEX 的危害指数 (HI) 值也大于 1,这表明苯和其他挥发性有机化合物会对加油站的健康产生不利影响。苯的高 CR 值和 HQ 值引起了加油站工作人员的关注。
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引用次数: 0
Seasonal and regional variations of atmospheric ammonia across the South Korean Peninsula 韩国半岛大气氨的季节和区域变化
IF 1.1 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-07-18 DOI: 10.1007/s44273-023-00008-7
Taehyun Park, Rahul Singh, Jihee Ban, Kyunghoon Kim, Gyutae Park, Seokwon Kang, Siyoung Choi, Jeongin Song, Dong-Gil Yu, Min-Suk Bae, Junyoung Ahn, Hae-Jin Jung, Yong-Jae Lim, Hyun Woong Kim, Tae Kyung Hwang, Yu Jin Choi, Soo-Young Kim, Hyo Seon Kim, Yu Woon Chang, Hye Jung Shin, Yunsung Lim, Jongtae Lee, Jinsoo Park, Jinsoo Choi, Taehyoung Lee

This study aimed to identify the factors causing NH3 emissions in the South Korean Peninsula and West Sea region. To analyze the trends of NH3 and other air pollutants, such as NOx, CO, and NR-PM1, we collected samples from six supersites across the peninsula, a roadside in Seoul, and the West Sea over different sampling periods, ranging from 1 month to 1 year. The highest NH3 concentrations were found at rural areas, ascribed to agricultural activities, particularly NH4NO3 decomposition at high summer temperatures. Areas with low population densities recorded the lowest NH3 concentrations, attributed to the lack of anthropogenic activities. A roadside field experiment confirmed the close link between ambient NH3 and vehicle emissions in urban regions by showing a strong correlation between CO and NOx concentrations and that of NH3. Moreover, we examined oceanic emissions near the eastern coast of South Korea in the West Sea. Long-range transportation studies confirmed that most of the pollutants (NH3, CO, and PM1) were transported by wind from the northeastern region of China. A maritime origin study showed that oceanic emissions and NH4NO3 decomposition in the atmosphere owing to high temperatures were the causing NH3 pollution. These findings provided valuable insights into the emission sources of NH3 in primary air pollutants in South Korea, highlighting the contributions of land-based and oceanic sources. Our study can help inform policymakers and stakeholders for developing effective regional air pollution control strategies.

本研究旨在确定造成南韩半岛和西海地区 NH3 排放的因素。为了分析 NH3 和其他空气污染物(如氮氧化物、一氧化碳和 NR-PM1)的变化趋势,我们在半岛的 6 个超级站点、首尔的一个路边以及西海收集了不同采样期(1 个月至 1 年)的样本。农村地区的 NH3 浓度最高,这与农业活动有关,尤其是夏季高温下 NH4NO3 的分解。人口密度低的地区记录到的 NH3 浓度最低,这归因于缺乏人为活动。一项路边现场实验证实了城市地区环境中的 NH3 与汽车尾气排放之间的密切联系,显示出 CO 和 NOx 浓度与 NH3 浓度之间的紧密相关性。此外,我们还研究了韩国东海岸西海附近的海洋排放物。长程飘移研究证实,大部分污染物(NH3、CO 和 PM1)都是通过风从中国东北地区飘移过来的。海洋起源研究表明,海洋排放和高温导致的大气中 NH4NO3 分解是造成 NH3 污染的原因。这些研究结果为了解韩国主要空气污染物中 NH3 的排放源提供了宝贵的信息,突出了陆源和海洋源的贡献。我们的研究有助于决策者和利益相关者制定有效的区域空气污染控制策略。
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引用次数: 0
Temporal variability of precipitation isotopes in Damascus, Syria — implications for regional climate change 叙利亚大马士革降水同位素的时间变异——对区域气候变化的影响
IF 1.1 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-06-19 DOI: 10.1007/s44273-023-00004-x
Zuhair Kattan, Saeid Nasser

Records of stable isotopes (2H and 18O), deuterium excess (d-excess) and tritium (3H) values in precipitation (P) during 1990–2022, together with long-term time series (1919–2022) of air temperature (T) and P-amount values at the Damascus station, were analysed to explore the seasonal and annual variability patterns of those parameters in P and assess the vulnerability to climate change in this area. Variation of the annual average air T values over the period 1919–1969 shows an increase gradient of ≈ + 0.1 °C/decade. However, a remarkable much higher gradient (+ 0.64 °C/decade) is calculated for the period 1990–2022. The average P-amount value calculated for the last three decades (≈185 mm) was lower by ≈28 mm, compared to the value (≈213 mm), relative to the reference period (1919–1969). This significant decline in the annual P-amount value by ≈11–13%, accompanied by an annual heating of 0.2–0.6 °C/decade in the annual air T, is likely the result of the climate change affecting this area. The linear relationships between annual average δ18O and annual average δ2H values versus time over the period 1990–2019 indicate increased gradients in both stable isotopes (≈0.3–0.5‰ and ≈1.1–3.2‰ per decade for δ18O and δ2H, respectively), accompanied with a decrease gradient of ≈0.9–1.1‰ per decade in d-excess values. Variability of annual 3H concentrations towards low levels (< 6 TU) during the later years strongly suggests the return back towards the cosmogenic production of this radioisotope in the upper atmosphere. Information gained from this work would offer new insights to improve the understanding of the temporal variability of P isotopes and assess the risks associated with climate change on the natural water resources in the Eastern Mediterranean region.

对大马士革站 1990-2022 年期间降水(P)中的稳定同位素(2H 和 18O)、氘过量(d-excess)和氚(3H)值记录,以及气温(T)和 P 量值的长期时间序列(1919-2022 年)进行了分析,以探索 P 中这些参数的季节和年度变化模式,并评估该地区易受气候变化影响的程度。1919-1969 年期间年平均空气温度值的变化显示出≈ + 0.1 °C/十年的上升梯度。然而,1990-2022 年期间的梯度明显更高(+ 0.64 °C/十年)。与参照期(1919-1969 年)的平均 P 值(≈213 毫米)相比,过去三十年的平均 P 值(≈185 毫米)减少了≈28 毫米。年 P 量值大幅下降≈11-13%,同时年气温升高 0.2-0.6 °C/十年,这很可能是气候变化影响该地区的结果。1990-2019 年期间,δ18O 和δ2H 的年平均值与时间的线性关系表明,这两种稳定同位素的梯度都在增加(δ18O 和δ2H 的梯度分别为每十年≈0.3-0.5‰和≈1.1-3.2‰),同时,d-excess 值的梯度每十年≈0.9-1.1‰。年 3H 浓度在后期几年向低水平(< 6 TU)的变化强烈表明,这种放射性同位素在高层大气中又回到了宇宙生成阶段。从这项工作中获得的信息将为更好地了解 P 同位素的时间变化和评估气候变化对东地中海地区天然水资源造成的风险提供新的见解。
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引用次数: 0
Comparison of machine learning and deep learning techniques for the prediction of air pollution: a case study from China 机器学习和深度学习技术在空气污染预测中的比较:来自中国的案例研究
IF 1.1 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-05-26 DOI: 10.1007/s44273-023-00005-w
Ishan Ayus, Narayanan Natarajan, Deepak Gupta

The adverse effect of air pollution has always been a problem for human health. The presence of a high level of air pollutants can cause severe illnesses such as emphysema, chronic obstructive pulmonary disease (COPD), or asthma. Air quality prediction helps us to undertake practical action plans for controlling air pollution. The Air Quality Index (AQI) reflects the degree of concentration of pollutants in a locality. The average AQI was calculated for the various cities in China to understand the annual trends. Furthermore, the air quality index has been predicted for ten major cities across China using five different deep learning techniques, namely, Recurrent Neural Network (RNN), Bidirectional Gated Recurrent unit (Bi-GRU), Bidirectional Long Short-Term Memory (BiLSTM), Convolutional Neural Network BiLSTM (CNN-BiLSTM), and Convolutional BiLSTM (Conv1D-BiLSTM). The performance of these models has been compared with a machine learning model, eXtreme Gradient Boosting (XGBoost) to discover the most efficient deep learning model. The results suggest that the machine learning model, XGBoost, outperforms the deep learning models. While Conv1D-BiLSTM and CNN-BiLSTM perform well among the deep learning models in the estimation of the air quality index (AQI), RNN and Bi-GRU are the least performing ones. Thus, both XGBoost and neural network models are capable of capturing the non-linearity present in the dataset with reliable accuracy.

空气污染的不良影响一直是人类健康的一个问题。大量空气污染物的存在会导致肺气肿、慢性阻塞性肺病(COPD)或哮喘等严重疾病。空气质量预测有助于我们采取切实可行的行动计划来控制空气污染。空气质量指数(AQI)反映了一个地区污染物的浓度。我们计算了中国各城市的平均空气质量指数,以了解每年的趋势。此外,还使用了五种不同的深度学习技术,即循环神经网络(RNN)、双向门控循环单元(Bi-GRU)、双向长短期记忆(BiLSTM)、卷积神经网络 BiLSTM(CNN-BiLSTM)和卷积 BiLSTM(Conv1D-BiLSTM),对中国十个主要城市的空气质量指数进行了预测。将这些模型的性能与机器学习模型 eXtreme Gradient Boosting (XGBoost) 进行了比较,以发现最有效的深度学习模型。结果表明,机器学习模型 XGBoost 的性能优于深度学习模型。在估计空气质量指数(AQI)的深度学习模型中,Conv1D-BiLSTM 和 CNN-BiLSTM 表现良好,而 RNN 和 Bi-GRU 表现最差。因此,XGBoost 和神经网络模型都能准确捕捉数据集中存在的非线性问题。
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引用次数: 0
Sensitivity analysis of volatile organic compounds to PM2.5 concentrations in a representative industrial city of Korea 韩国某典型工业城市挥发性有机物对PM2.5浓度的敏感性分析
IF 1.1 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-04-25 DOI: 10.1007/s44273-023-00003-y
Byeong-Kyu Lee, Sung-Deuk Choi, Byeorie Shin, Seong-Joon Kim, Sang-Jin Lee, Dai-Gon Kim, Greem Lee, Hyun-Jung Kang, Hyo-Seon Kim, Dae-Young Park

This study aims to analyze the sensitivity of volatile organic compounds (VOCs) to ambient concentrations of fine particles (PM2.5) in the representative industrial city of Ulsan, Korea. For the calculation of sensitivity coefficients between VOCs and PM2.5 (SVOCs-PM2.5), PM2.5 data were obtained from an air quality monitoring station, and their corresponding 6-h average concentrations of VOCs (alkanes, alkenes, aromatics, and total VOCs) were measured at the Yeongnam intensive air monitoring station. The air monitoring period was divided into the warm-hot season (May–October 2020) and the cold season (November 2020–January 2021). The sensitivity coefficients in the low pollution period of PM2.5 (5 < PM2.5 ≤ 15 μg/m3) were higher and much higher than those in the medium pollution period (15 < PM2.5 ≤ 35 μg/m3) and high pollution period (35 < PM2.5 ≤ 50 μg/m3), respectively. This result indicates that the change ratios of PM2.5 concentrations to the background (PM2.5 ≤ 5 μg/m3) per unit concentration change of VOCs (particularly alkenes) in the high PM2.5 pollution period were much higher than those in the low pollution period. This also indicates that PM2.5 concentrations above 35 μg/m3 were more easily affected by the unit concentration change of VOCs (particularly alkenes) than those below 15 μg/m3. The average sensitivity coefficients during the cold season increased in a range of 23–125% as compared to those during the warm-hot season, except the alkenes-PM2.5 sensitivity with a decrease of 7%. It means that the impact of VOCs (except alkenes) on PM2.5 concentrations was relatively low in the cold season. However, in the cold season, the alkenes might contribute more to PM2.5 formation, particularly over the high pollution period, having PM2.5 > 35 μg/m3, than other VOC groups. The result of this study can be a basis for establishing PM2.5 management plans in industrial cities with large VOC emissions.

本研究旨在分析韩国代表性工业城市蔚山的挥发性有机化合物(VOCs)对环境细颗粒物(PM2.5)浓度的敏感性。为了计算挥发性有机化合物与 PM2.5 之间的敏感系数(SVOCs-PM2.5),我们从空气质量监测站获得了 PM2.5 数据,并在岭南密集空气监测站测量了相应的挥发性有机化合物(烷烃、烯烃、芳烃和总挥发性有机化合物)的 6 小时平均浓度。空气监测期分为暖热季(2020 年 5 月至 10 月)和寒冷季(2020 年 11 月至 2021 年 1 月)。PM2.5 低污染期(5 <;PM2.5 ≤ 15 μg/m3)的灵敏度系数分别高于和远高于中污染期(15 <;PM2.5 ≤ 35 μg/m3)和高污染期(35 <;PM2.5 ≤ 50 μg/m3)的灵敏度系数。这一结果表明,在PM2.5高污染期,挥发性有机物(尤其是烯类)每单位浓度变化所产生的PM2.5浓度与本底(PM2.5≤5 μg/m3)的变化比远远高于低污染期。这也表明,PM2.5 浓度高于 35 μg/m3 时比低于 15 μg/m3 时更容易受到挥发性有机物(尤其是烯)单位浓度变化的影响。与暖热季相比,除烯-PM2.5 的敏感性降低了 7% 外,寒冷季节的平均敏感性系数增加了 23%-125%。这说明在寒冷季节,挥发性有机化合物(烯烃除外)对 PM2.5 浓度的影响相对较低。然而,在寒冷季节,烯类可能对 PM2.5 的形成有更大的贡献,特别是在 PM2.5 > 35 μg/m3 的高污染时段,而不是其他挥发性有机化合物组。这项研究的结果可作为挥发性有机化合物排放量大的工业城市制定 PM2.5 管理计划的依据。
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引用次数: 0
期刊
Asian Journal of Atmospheric Environment
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