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For: Yang L, Xu H, Yu S. Estimating PM2.5 concentrations in Yangtze River Delta region of China using random forest model and the Top-of-Atmosphere reflectance. J Environ Manage 2020;272:111061. [PMID: 32669259 DOI: 10.1016/j.jenvman.2020.111061] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2020] [Revised: 06/15/2020] [Accepted: 07/04/2020] [Indexed: 06/11/2023]
Number Cited by Other Article(s)
1
Tao J, Zameer H, Song H. Assessing the impact of urban road transport development on haze pollution in the Yangtze River Delta region. Sci Rep 2024;14:20520. [PMID: 39227480 PMCID: PMC11372131 DOI: 10.1038/s41598-024-70762-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Accepted: 08/21/2024] [Indexed: 09/05/2024]  Open
2
Wang Y, Huang B, Zhu DZ. Assessment of rainfall-derived inflow and infiltration in sewer systems with machine learning approaches. WATER SCIENCE AND TECHNOLOGY : A JOURNAL OF THE INTERNATIONAL ASSOCIATION ON WATER POLLUTION RESEARCH 2024;89:1928-1945. [PMID: 38678400 DOI: 10.2166/wst.2024.115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Accepted: 03/29/2024] [Indexed: 04/30/2024]
3
Wu H, Guo B, Guo T, Pei L, Jing P, Wang Y, Ma X, Bai H, Wang Z, Xie T, Chen M. A study on identifying synergistic prevention and control regions for PM2.5 and O3 and exploring their spatiotemporal dynamic in China. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2024;341:122880. [PMID: 37944886 DOI: 10.1016/j.envpol.2023.122880] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 10/18/2023] [Accepted: 11/04/2023] [Indexed: 11/12/2023]
4
Wang Y, Li Q, Luo Z, Zhao J, Lv Z, Deng Q, Liu J, Ezzati M, Baumgartner J, Liu H, He K. Ultra-high-resolution mapping of ambient fine particulate matter to estimate human exposure in Beijing. COMMUNICATIONS EARTH & ENVIRONMENT 2023;4:451. [PMID: 38130441 PMCID: PMC7615407 DOI: 10.1038/s43247-023-01119-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Accepted: 11/16/2023] [Indexed: 12/23/2023]
5
Njayou MM, Ngounouno Ayiwouo M, Ngounouno I. Trace metal contamination status in soils of the abandoned gold mining district of Bindiba (East Cameroon): Pollution indices assessment, multivariate analysis and; geostatistical approach. JOURNAL OF ENVIRONMENTAL HEALTH SCIENCE & ENGINEERING 2023;21:143-155. [PMID: 37159739 PMCID: PMC10163204 DOI: 10.1007/s40201-023-00849-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Accepted: 12/18/2022] [Indexed: 05/11/2023]
6
Mamić L, Gašparović M, Kaplan G. Developing PM2.5 and PM10 prediction models on a national and regional scale using open-source remote sensing data. ENVIRONMENTAL MONITORING AND ASSESSMENT 2023;195:644. [PMID: 37149506 PMCID: PMC10164030 DOI: 10.1007/s10661-023-11212-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Accepted: 04/03/2023] [Indexed: 05/08/2023]
7
Wang D, Zhou T, Sun J. Effects of urban form on air quality: A case study from China comparing years with normal and reduced human activity due to the COVID-19 pandemic. CITIES (LONDON, ENGLAND) 2022;131:104040. [PMID: 36267361 PMCID: PMC9556959 DOI: 10.1016/j.cities.2022.104040] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/21/2021] [Revised: 09/30/2022] [Accepted: 10/06/2022] [Indexed: 05/25/2023]
8
Tong C, Shi Z, Shi W, Zhang A. Estimation of On-Road PM2.5 Distributions by Combining Satellite Top-of-Atmosphere With Microscale Geographic Predictors for Healthy Route Planning. GEOHEALTH 2022;6:e2022GH000669. [PMID: 36101834 PMCID: PMC9453924 DOI: 10.1029/2022gh000669] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Revised: 08/30/2022] [Accepted: 09/01/2022] [Indexed: 06/15/2023]
9
Yang Q, Yuan Q, Li T. Ultrahigh-resolution PM2.5 estimation from top-of-atmosphere reflectance with machine learning: Theories, methods, and applications. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2022;306:119347. [PMID: 35483482 DOI: 10.1016/j.envpol.2022.119347] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Revised: 04/08/2022] [Accepted: 04/20/2022] [Indexed: 06/14/2023]
10
Estimation of Regional Ground-Level PM2.5 Concentrations Directly from Satellite Top-of-Atmosphere Reflectance Using A Hybrid Learning Model. REMOTE SENSING 2022. [DOI: 10.3390/rs14112714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
11
Jiang F, Zhang C, Sun S, Sun J. Forecasting hourly PM2.5 based on deep temporal convolutional neural network and decomposition method. Appl Soft Comput 2021. [DOI: 10.1016/j.asoc.2021.107988] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
12
Etchie TO, Etchie AT, Jauro A, Pinker RT, Swaminathan N. Season, not lockdown, improved air quality during COVID-19 State of Emergency in Nigeria. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021;768:145187. [PMID: 33736334 PMCID: PMC7825968 DOI: 10.1016/j.scitotenv.2021.145187] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Revised: 01/09/2021] [Accepted: 01/10/2021] [Indexed: 05/24/2023]
13
Ambient PM2.5 Estimates and Variations during COVID-19 Pandemic in the Yangtze River Delta Using Machine Learning and Big Data. REMOTE SENSING 2021. [DOI: 10.3390/rs13081423] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
14
Imani M. Particulate matter (PM2.5 and PM10) generation map using MODIS Level-1 satellite images and deep neural network. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2021;281:111888. [PMID: 33388712 DOI: 10.1016/j.jenvman.2020.111888] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Revised: 12/18/2020] [Accepted: 12/20/2020] [Indexed: 06/12/2023]
15
Improved Mapping of Potentially Toxic Elements in Soil via Integration of Multiple Data Sources and Various Geostatistical Methods. REMOTE SENSING 2020. [DOI: 10.3390/rs12223775] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
16
Estimating PM2.5 Concentrations Using Spatially Local Xgboost Based on Full-Covered SARA AOD at the Urban Scale. REMOTE SENSING 2020. [DOI: 10.3390/rs12203368] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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