In this study, the spatial-temporal characteristics of AOD in the Yellow River Basin (YRB) and urban agglomerations within the basin were analyzed at a 1 km scale from 2011 to 2020 based on the MCD19A2 AOD dataset. This study shows the following: (1) From 2011 to 2020, the AOD value of the YRB showed a declining trend, with 96.011% of the zones experiencing a decrease in AOD. The spatial distribution of AOD displayed a pattern of high in the east, low in the west, high in the south, and low in the north. The rate of decline showed a distribution pattern of fast in the southeast and slow in the northwest. (2) The AOD in the YRB showed similar characteristics in different seasons: the south and east were consistently higher than the north and west. The seasonal AOD values in the YRB showed the following pattern: summer > spring > autumn > winter. The AOD values of urban agglomeration were basically larger in spring and summer. (3) The SDE and mean center of the yearly AOD were located in the southeast and Shanxi Province, with the movement from southeast to northwest. It can be divided into three stages based on the movement trajectory: northeast-southwest round-trip movement (2011-2014), one-way movement to the northwest (2014-2018), and southeast-northwest round-trip movement (2018-2020).
机构:
Nanyang Normal Univ, Sch Environm Sci & Tourism, Wolong Rd 1638, Nanyang 473061, Peoples R ChinaNanyang Normal Univ, Sch Environm Sci & Tourism, Wolong Rd 1638, Nanyang 473061, Peoples R China
Zhang, Miao
Liu, Jing
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Sun Yat Sen Univ, Lingnan Coll, Guangzhou 510275, Guangdong, Peoples R ChinaNanyang Normal Univ, Sch Environm Sci & Tourism, Wolong Rd 1638, Nanyang 473061, Peoples R China
Liu, Jing
Li, Wei
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Nanyang Normal Univ, Sch Environm Sci & Tourism, Wolong Rd 1638, Nanyang 473061, Peoples R ChinaNanyang Normal Univ, Sch Environm Sci & Tourism, Wolong Rd 1638, Nanyang 473061, Peoples R China
Li, Wei
Bilal, Muhammad
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Nanjing Univ Informat Sci & Technol, Sch Marine Sci, Nanjing 2100444, Jiangsu, Peoples R ChinaNanyang Normal Univ, Sch Environm Sci & Tourism, Wolong Rd 1638, Nanyang 473061, Peoples R China
Bilal, Muhammad
Zhao, Feifei
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Nanyang Normal Univ, Sch Environm Sci & Tourism, Wolong Rd 1638, Nanyang 473061, Peoples R ChinaNanyang Normal Univ, Sch Environm Sci & Tourism, Wolong Rd 1638, Nanyang 473061, Peoples R China
Zhao, Feifei
Zhang, Chun
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Nanyang Normal Univ, Sch Environm Sci & Tourism, Wolong Rd 1638, Nanyang 473061, Peoples R ChinaNanyang Normal Univ, Sch Environm Sci & Tourism, Wolong Rd 1638, Nanyang 473061, Peoples R China
Zhang, Chun
Yuan, Bo
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Nanyang Inst Technol, Coll Comp & Informat Engn, Nanyang 473004, Peoples R ChinaNanyang Normal Univ, Sch Environm Sci & Tourism, Wolong Rd 1638, Nanyang 473061, Peoples R China
Yuan, Bo
Khedher, Khaled Mohamed
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King Khalid Univ, Dept Civil Engn, Coll Engn, Abha 61421, Saudi Arabia
Inst Super Etud Technol, Dept Civil Engn, Campus Univ Mrezgua, Nabeul 8000, TunisiaNanyang Normal Univ, Sch Environm Sci & Tourism, Wolong Rd 1638, Nanyang 473061, Peoples R China
机构:
Xian Univ Architecture & Technol, Sch Management, Xian 710055, Peoples R China
Xian Univ Architecture & Technol, Res Ctr Green Dev & Mech Innovat Real Estate Ind S, Xian 710055, Peoples R ChinaXian Univ Architecture & Technol, Sch Management, Xian 710055, Peoples R China
Lan, Feng
Hui, Zhao
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Xian Univ Architecture & Technol, Sch Management, Xian 710055, Peoples R China
Xian Univ Architecture & Technol, Res Ctr Green Dev & Mech Innovat Real Estate Ind S, Xian 710055, Peoples R ChinaXian Univ Architecture & Technol, Sch Management, Xian 710055, Peoples R China
Hui, Zhao
Bian, Jing
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Xian Univ Architecture & Technol, Sch Management, Xian 710055, Peoples R China
Xian Univ Architecture & Technol, Res Ctr Green Dev & Mech Innovat Real Estate Ind S, Xian 710055, Peoples R ChinaXian Univ Architecture & Technol, Sch Management, Xian 710055, Peoples R China
Bian, Jing
Wang, Ying
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Xian Univ Architecture & Technol, Sch Management, Xian 710055, Peoples R China
Xian Univ Architecture & Technol, Res Ctr Green Dev & Mech Innovat Real Estate Ind S, Xian 710055, Peoples R ChinaXian Univ Architecture & Technol, Sch Management, Xian 710055, Peoples R China
Wang, Ying
Shen, Wenxin
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Xian Univ Architecture & Technol, Sch Management, Xian 710055, Peoples R China
Xian Univ Architecture & Technol, Res Ctr Green Dev & Mech Innovat Real Estate Ind S, Xian 710055, Peoples R ChinaXian Univ Architecture & Technol, Sch Management, Xian 710055, Peoples R China
机构:
Shandong Univ Sci & Technol, Coll Econ & Management, Qingdao 266590, Shandong, Peoples R ChinaShandong Univ Sci & Technol, Coll Econ & Management, Qingdao 266590, Shandong, Peoples R China
Li, Jing
Li, Chengyu
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Shandong Univ Sci & Technol, Coll Econ & Management, Qingdao 266590, Shandong, Peoples R ChinaShandong Univ Sci & Technol, Coll Econ & Management, Qingdao 266590, Shandong, Peoples R China
Li, Chengyu
Meng, Lusha
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Coal Ind Planning & Design Res Inst Co Ltd, Beijing, Peoples R ChinaShandong Univ Sci & Technol, Coll Econ & Management, Qingdao 266590, Shandong, Peoples R China