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Technical Paper

Application of Satellite Remote-Sensing Data for Source Analysis of Fine Particulate Matter Transport Events

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Pages 1389-1397 | Published online: 02 Mar 2012

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Mark Green, Shobha Kondragunta, Pubu Ciren & Chuanyu Xu. (2009) Comparison of GOES and MODIS Aerosol Optical Depth (AOD) to Aerosol Robotic Network (AERONET) AOD and IMPROVE PM2.5 Mass at Bondville, Illinois. Journal of the Air & Waste Management Association 59:9, pages 1082-1091.
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Rui Luo, Meng Zhang & Guodong Ma. (2023) Regional Representativeness Analysis of Ground-Monitoring PM2.5 Concentration Based on Satellite Remote Sensing Imagery and Machine Learning Techniques. Remote Sensing 15:12, pages 3040.
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K. N. Sivaramakrishnan, Lipika Deka & Manik Gupta. 2021. Geo-intelligence for Sustainable Development. Geo-intelligence for Sustainable Development 109 125 .
Sufeng Wang, Ling Xu, Shijian Ge, Jianling Jiao, Banglong Pan & Ying Shu. (2020) Driving force heterogeneity of urban PM2.5 pollution: Evidence from the Yangtze River Delta, China. Ecological Indicators 113, pages 106210.
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Aaron van Donkelaar, Randall V. Martin, Chi Li & Richard T. Burnett. (2019) Regional Estimates of Chemical Composition of Fine Particulate Matter Using a Combined Geoscience-Statistical Method with Information from Satellites, Models, and Monitors. Environmental Science & Technology 53:5, pages 2595-2611.
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K. C. Kaku, J. S. Reid, J. L. Hand, E. S. Edgerton, B. N. Holben, J. Zhang & R. E. Holz. (2018) Assessing the Challenges of Surface‐Level Aerosol Mass Estimates From Remote Sensing During the SEAC 4 RS and SEARCH Campaigns: Baseline Surface Observations and Remote Sensing in the Southeastern United States . Journal of Geophysical Research: Atmospheres 123:14, pages 7530-7562.
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Xiliang Ni, Chunxiang Cao, Yuke Zhou, Xianghui Cui & Ramesh P. Singh. (2018) Spatio-Temporal Pattern Estimation of PM2.5 in Beijing-Tianjin-Hebei Region Based on MODIS AOD and Meteorological Data Using the Back Propagation Neural Network. Atmosphere 9:3, pages 105.
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Aimei Zhao, Zhengqiang Li, Ying Zhang, Yang Zhang & Donghui Li. (2017) Merging MODIS and Ground-Based Fine Mode Fraction of Aerosols Based on the Geostatistical Data Fusion Method. Atmosphere 8:7, pages 117.
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Ira Leifer, Christopher Melton, Jason Frash, Marc L. Fischer, Xinguang Cui, John J. Murray & David S. Green. (2016) Fusion of Mobile In situ and Satellite Remote Sensing Observations of Chemical Release Emissions to Improve Disaster Response. Frontiers in Environmental Science 4.
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D. Bella, J. Culpepper, J. Khaimova, N. Ahmed, Adam Belkalai, I. Arroyo, J. Andrews, S. Gentle, S. Emmanuel, M. Lahmouh, J. Ealy, Zayna King, O. Jenkins, D. Fu, Y. Choi, G. Osterman, J. Gruszczynski, D. Skeete & C. S. Blaszczak-Boxe. (2015) Characterization of pollution transport into Texas using OMI and TES satellite, GIS and in situ data, and HYSPLIT back trajectory analyses: implications for TCEQ State Implementation Plans. Air Quality, Atmosphere & Health 9:5, pages 569-588.
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Lili Li, Jingxue Yang & Yunpeng Wang. (2015) Retrieval of High-Resolution Atmospheric Particulate Matter Concentrations from Satellite-Based Aerosol Optical Thickness over the Pearl River Delta Area, China. Remote Sensing 7:6, pages 7914-7937.
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Ying Zhang & Zhengqiang Li. (2015) Remote sensing of atmospheric fine particulate matter (PM2.5) mass concentration near the ground from satellite observation. Remote Sensing of Environment 160, pages 252-262.
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M. Khoshsima, F. Ahmadi-Givi, A.A. Bidokhti & S. Sabetghadam. (2014) Impact of meteorological parameters on relation between aerosol optical indices and air pollution in a sub-urban area. Journal of Aerosol Science 68, pages 46-57.
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Mohanad El-Harbawi. (2013) Air quality modelling, simulation, and computational methods: a review. Environmental Reviews 21:3, pages 149-179.
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X. Q. Yap & M. Hashim. (2013) A robust calibration approach for PM<sub>10</sub> prediction from MODIS aerosol optical depth. Atmospheric Chemistry and Physics 13:6, pages 3517-3526.
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S. Alonso-Pérez, E. Cuevas, X. Querol, J.C. Guerra & C. Pérez. (2012) African dust source regions for observed dust outbreaks over the Subtropical Eastern North Atlantic region, above 25°N. Journal of Arid Environments 78, pages 100-109.
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Ana I. Prados, Gregory Leptoukh, Chris Lynnes, James Johnson, Hualan Rui, Aijun Chen & Rudolf B. Husar. (2010) Access, Visualization, and Interoperability of Air Quality Remote Sensing Data Sets via the Giovanni Online Tool. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 3:3, pages 359-370.
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Hui Li, Fazlay Faruque, Worth Williams, Mohammad Al-Hamdan, Jeffrey Luvall, William Crosson, Douglas Rickman & Ashutosh Limaye. (2009) Optimal temporal scale for the correlation of AOD and ground measurements of PM2.5 in a real-time air quality estimation system. Atmospheric Environment 43:28, pages 4303-4310.
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Pawan Gupta & Sundar A. Christopher. (2009) Particulate matter air quality assessment using integrated surface, satellite, and meteorological products: 2. A neural network approach. Journal of Geophysical Research 114:D20.
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Yong-Sang Choi, Rokjin J. Park & Chang-Hoi Ho. (2009) Estimates of ground-level aerosol mass concentrations using a chemical transport model with Moderate Resolution Imaging Spectroradiometer (MODIS) aerosol observations over East Asia. Journal of Geophysical Research 114:D4.
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Randall V. Martin. (2008) Satellite remote sensing of surface air quality. Atmospheric Environment 42:34, pages 7823-7843.
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Aaron van Donkelaar, Randall V. Martin & Rokjin J. Park. (2006) Estimating ground-level PM 2.5 using aerosol optical depth determined from satellite remote sensing . Journal of Geophysical Research 111:D21.
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