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To evaluate the applicability of the MERRA-2 and TAP datasets over the Plateau, ground-based observations from the Qomolangma, Nam Co, and Waliguan stations were utilized to validate the accuracy of atmospheric black carbon (BC) in both datasets. Results showed that Nam Co had the lowest annual mean BC concentration (0.04μg/m3), while Qomolangma (0.26μg/m3) and Waliguan (0.28μg/m3) recorded higher levels. All stations exhibited a clear seasonal cycle, with higher concentrations in winter and spring and lower values in summer. MERRA-2 effectively reproduced the seasonal and temporal variations of BC, whereas TAP displayed a systematic overestimation across the Plateau, with annual deviations reaching up to four times in some years, indicating lower accuracy. During the March 2021 transboundary BC transport event from South Asia, MERRA-2 showed good capability in capturing the process, providing direct scientific evidence for cross-border pollutant transmission to the Plateau.

, authors=Jing LAI1, Min-sheng XIE1, Ya-qiang WANG2, Shi-chang KANG3, 4, Peng-fei CHEN3, Xin WAN5, Zhi-yuan CONG1, *, authorsList=Jing LAI, Min-sheng XIE, Ya-qiang WANG, Shi-chang KANG, Peng-fei CHEN, Xin WAN, Zhi-yuan CONG, authorCompany=null, correspAuthors=Zhi-yuan CONG, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=null, pdfFileSize=null, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=null), CN=ArticleExt(id=1314923002614088332, articleId=1314923001871696522, tenantId=1146029695717560320, journalId=1234093305789726721, language=CN, title=青藏高原大气黑碳时空特征及MERRA-2和TAP数据集验证, columnId=1234106388364981004, journalTitle=中国环境科学, columnName=大气污染与控制, runingTitle=null, highlight=null, articleAbstract=

为评估MERRA-2和TAP数据集在高原的适用性,基于珠峰、纳木错和瓦里关三站地面观测数据,验证两数据集大气黑碳(BC)的准确性.观测数据显示,纳木错站年均大气BC浓度最低(0.04μg/m3),珠峰(0.26μg/m3)和瓦里关较高(0.28μg/m3),呈现明显的冬春高、夏季低的季节模式.MERRA-2能较好捕捉大气BC季节和趋势特征;TAP在高原存在系统性高估,部分年份误差高达4倍,准确性低于MERRA-2.2021年3月南亚黑碳跨境输送事件中,MERRA-2再现能力较好,为明确南亚大气污染物向青藏高原跨境传输提供了直接科学证据.

, authors=赖静1, 谢民生1, 王亚强2, 康世昌3, 4, 陈鹏飞3, 万欣5, 丛志远1, *, authorsList=赖静, 谢民生, 王亚强, 康世昌, 陈鹏飞, 万欣, 丛志远, authorCompany=null, correspAuthors=丛志远, authorNote=

赖静(2000-),女,江西赣州人,西藏大学硕士研究生,主要从事大气遥感研究.发表论文2篇..

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赖静(2000-),女,江西赣州人,西藏大学硕士研究生,主要从事大气遥感研究.发表论文2篇..

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赖静(2000-),女,江西赣州人,西藏大学硕士研究生,主要从事大气遥感研究.发表论文2篇..

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青藏高原大气黑碳时空特征及MERRA-2和TAP数据集验证
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赖静 1 , 谢民生 1 , 王亚强 2 , 康世昌 3, 4 , 陈鹏飞 3 , 万欣 5 , 丛志远 1, *
中国环境科学 | 大气污染与控制 2026,46(3): 1238-1246
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中国环境科学 |大气污染与控制 2026 , 46 (3) : 1238 -1246
青藏高原大气黑碳时空特征及MERRA-2和TAP数据集验证
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赖静1 , 谢民生1, 王亚强2, 康世昌3, 4, 陈鹏飞3, 万欣5, 丛志远1, *
作者信息
  • 1.西藏大学生态环境学院,青藏高原生物多样性与生态环境保护教育部重点实验室,西藏 拉萨 850000
  • 2.中国气象科学研究院灾害天气科学与技术全国重点实验室,北京 100081
  • 3.中国科学院西北生态环境资源研究院,甘肃 兰州 730000
  • 4.中国科学院、水利部成都山地灾害与环境研究所,四川 成都 610213
  • 5.中国科学院青藏高原研究所,青藏高原地球系统与资源环境全国重点实验室,北京 100101
通讯作者:
* 责任作者,教授,
作者简介:

赖静(2000-),女,江西赣州人,西藏大学硕士研究生,主要从事大气遥感研究.发表论文2篇..

Spatiotemporal characteristics of black carbon over the Tibetan Plateau and validation of MERRA-2 and TAP datasets
Jing LAI1 , Min-sheng XIE1, Ya-qiang WANG2, Shi-chang KANG3, 4, Peng-fei CHEN3, Xin WAN5, Zhi-yuan CONG1, *
Affiliations
  • 1.Key Laboratory of Biodiversity and Environment on the Qinghai-Tibetan Plateau, Ministry of Education, School of Ecology and Environment, Xizang University, Lhasa 850000, China
  • 2.State Key Laboratory of Severe Weather Meteorological Science and Technology, Chinese Academy of Meteorological Sciences, Beijing 100081, China
  • 3.Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China
  • 4.Institute of Mountain Hazards and Environment, Chinese Academy of Sciences, Chengdu 610213, China
  • 5.State Key Laboratory of Tibetan Plateau Earth System, Environment and Resources, Institute of Tibetan Plateau Research Chinese Academy of Sciences, Beijing 100101, China
出版时间: 2026-03-20
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为评估MERRA-2和TAP数据集在高原的适用性,基于珠峰、纳木错和瓦里关三站地面观测数据,验证两数据集大气黑碳(BC)的准确性.观测数据显示,纳木错站年均大气BC浓度最低(0.04μg/m3),珠峰(0.26μg/m3)和瓦里关较高(0.28μg/m3),呈现明显的冬春高、夏季低的季节模式.MERRA-2能较好捕捉大气BC季节和趋势特征;TAP在高原存在系统性高估,部分年份误差高达4倍,准确性低于MERRA-2.2021年3月南亚黑碳跨境输送事件中,MERRA-2再现能力较好,为明确南亚大气污染物向青藏高原跨境传输提供了直接科学证据.

黑碳  /  青藏高原  /  MERRA-2  /  TAP  /  地面验证

To evaluate the applicability of the MERRA-2 and TAP datasets over the Plateau, ground-based observations from the Qomolangma, Nam Co, and Waliguan stations were utilized to validate the accuracy of atmospheric black carbon (BC) in both datasets. Results showed that Nam Co had the lowest annual mean BC concentration (0.04μg/m3), while Qomolangma (0.26μg/m3) and Waliguan (0.28μg/m3) recorded higher levels. All stations exhibited a clear seasonal cycle, with higher concentrations in winter and spring and lower values in summer. MERRA-2 effectively reproduced the seasonal and temporal variations of BC, whereas TAP displayed a systematic overestimation across the Plateau, with annual deviations reaching up to four times in some years, indicating lower accuracy. During the March 2021 transboundary BC transport event from South Asia, MERRA-2 showed good capability in capturing the process, providing direct scientific evidence for cross-border pollutant transmission to the Plateau.

black carbon  /  Tibetan Plateau  /  MERRA-2  /  TAP  /  ground validation
赖静, 谢民生, 王亚强, 康世昌, 陈鹏飞, 万欣, 丛志远. 青藏高原大气黑碳时空特征及MERRA-2和TAP数据集验证. 中国环境科学, 2026 , 46 (3) : 1238 -1246 .
Jing LAI, Min-sheng XIE, Ya-qiang WANG, Shi-chang KANG, Peng-fei CHEN, Xin WAN, Zhi-yuan CONG. Spatiotemporal characteristics of black carbon over the Tibetan Plateau and validation of MERRA-2 and TAP datasets[J]. China Environmental Science, 2026 , 46 (3) : 1238 -1246 .
  • 国家自然科学基金资助项目(42377103; 42375104)
  • 中国科学院青年创新促进会资助项目(CAS2023076)
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2026年第46卷第3期
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  • 接收时间:2025-08-11
  • 首发时间:2026-10-08
  • 出版时间:2026-03-20
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  • 收稿日期:2025-08-11
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国家自然科学基金资助项目(42377103; 42375104)
中国科学院青年创新促进会资助项目(CAS2023076)
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    1.西藏大学生态环境学院,青藏高原生物多样性与生态环境保护教育部重点实验室,西藏 拉萨 850000
    2.中国气象科学研究院灾害天气科学与技术全国重点实验室,北京 100081
    3.中国科学院西北生态环境资源研究院,甘肃 兰州 730000
    4.中国科学院、水利部成都山地灾害与环境研究所,四川 成都 610213
    5.中国科学院青藏高原研究所,青藏高原地球系统与资源环境全国重点实验室,北京 100101

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2种不同金属材料的力学参数
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属
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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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