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Aerosol Science and Technology Volume 9, 1988 - Issue 2
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Original Articles

Classification of Individual Particles Based on Computer-Controlled Scanning Electron Microscopy Data

D. Kim Department of Civil Engineering, Institute for Enviromental Studies, University of Illinois at Urbana-Champaign, 1005 W. Western Avenue, Urbana, IL, 61801
&
P. K. Hopke Department of Civil Engineering, Institute for Enviromental Studies, University of Illinois at Urbana-Champaign, 1005 W. Western Avenue, Urbana, IL, 61801
Pages 133-151 | Received 15 Apr 1987, Accepted 15 Oct 1987, Published online: 07 Jun 2007

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Taekhee Lee, WilliamP. Chisholm, JamesE. Slaven & Martin Harper. (2009) Size Distributions of 0.5 to 20 μm Aerodynamic Diameter Lead-Containing Particles from Aerosol Sampler Walls and Filters. Aerosol Science and Technology 43:10, pages 1042-1050.
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Ying Xie, P.K. Hopke, Gary Casuccio & Brad Henderson. (1994) Use of Chain Code Histogram Method to Quantify Airborne Particle Shapes. Aerosol Science and Technology 21:3, pages 210-218.
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Ying Xie, PhilipK. Hopke, Gary Casuccio & Brad Henderson. (1994) Use of Multiple Fractal Dimensions to Quantify Airborne Particle Shape. Aerosol Science and Technology 20:2, pages 161-168.
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Articles from other publishers (28)

Yingying Xing, Ke Wang & Jian John Lu. (2020) Exploring travel patterns and trip purposes of dockless bike-sharing by analyzing massive bike-sharing data in Shanghai, China. Journal of Transport Geography 87, pages 102787.
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Philip K. Hopke. 2020. Comprehensive Chemometrics. Comprehensive Chemometrics 69 85 .
Mario Federico Meier, Thoralf Mildenberger, René Locher, Juanita Rausch, Thomas Zünd, Christoph Neururer, Andreas Ruckstuhl & Bernard Grobéty. (2018) A model based two-stage classifier for airborne particles analyzed with Computer Controlled Scanning Electron Microscopy. Journal of Aerosol Science 123, pages 1-16.
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Philip K. Hopke. (2015) Chemometrics applied to environmental systems. Chemometrics and Intelligent Laboratory Systems 149, pages 205-214.
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P.R. Buseck & S.E. Schwartz. 2014. Treatise on Geochemistry. Treatise on Geochemistry 95 137 .
InJo Hwang & Dong-Sool Kim. (2013) Research Trends of Receptor Models in Korea and Foreign Countries and Improvement Directions for Air Quality Management. Journal of Korean Society for Atmospheric Environment 29:4, pages 459-476.
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A. A. Lushnikov. 2013. The Atmosphere and Ionosphere. The Atmosphere and Ionosphere 79 164 .
M. Cambra-L?pez, T. Hermosilla, A.J.A. Aarnink & N.W.M. Ogink. (2012) A methodology to select particle morpho-chemical characteristics to use in source apportionment of particulate matter from livestock houses. Computers and Electronics in Agriculture 81, pages 14-23.
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Uma Ramesh K. Lagudu, Suresh Raja, Philip K. Hopke, David C. Chalupa, Mark J. Utell, Gary Casuccio, Traci L. Lersch & Roger R. West. (2011) Heterogeneity of Coarse Particles in an Urban Area. Environmental Science & Technology 45:8, pages 3288-3296.
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A. A. Lushnikov, V. A. Zagaynov & Yu. S. Lyubovtseva. 2010. The Atmosphere and Ionosphere. The Atmosphere and Ionosphere 69 95 .
P.K. Hopke. 2009. Comprehensive Chemometrics. Comprehensive Chemometrics 55 74 .
Philip K. Hopke. (2008) Quantitative results from single‐particle characterization data. Journal of Chemometrics 22:9, pages 528-532.
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P.R. Buseck & S.E. Schwartz. 2003. Treatise on Geochemistry. Treatise on Geochemistry 91 142 .
John G Watson, Tan Zhu, Judith C Chow, Johann Engelbrecht, Eric M Fujita & William E Wilson. (2002) Receptor modeling application framework for particle source apportionment. Chemosphere 49:9, pages 1093-1136.
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Chul-Un Ro, János Osán, Imre Szalóki, Keun-Young Oh, HyeKyeong Kim & René Van Grieken. (2000) Determination of Chemical Species in Individual Aerosol Particles Using Ultrathin Window EPMA. Environmental Science & Technology 34:14, pages 3023-3030.
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Christopher A. Noble & Kimberly A. Prather. (1996) Real-Time Measurement of Correlated Size and Composition Profiles of Individual Atmospheric Aerosol Particles. Environmental Science & Technology 30:9, pages 2667-2680.
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Dietrich Wienke, Ying Xie & Philip K. Hopke. (1995) Classification of airborne particles by analytical scanning electron microscopy imaging and a modified Kohonen neural network (3MAP). Analytica Chimica Acta 310:1, pages 1-14.
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Ron Wehrens & Lutgarde Buydens. 1993. Intelligent software for chemical analysis. Intelligent software for chemical analysis 261 279 .
Thomas W. Shattuck, James R. Anderson, Neil W. Tindale & Peter R. Buseck. (2020) Cluster analysis for large data sets: applications to individual aerosol particles from the mid-pacific. Proceedings, annual meeting, Electron Microscopy Society of America 50:2, pages 1488-1489.
Crossref
Philip K. Hopke. (2020) Use of pattern recognition tools for classifying particles into homogeneous groups. Proceedings, annual meeting, Electron Microscopy Society of America 50:2, pages 1484-1485.
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Benjamin Y.H. Liu, Kenneth L. Rubow, Peter H. McMurry, Thomas J. Kotz & Dane Russo. Airborne Particulate Matter and Spacecraft Internal Environments. Airborne Particulate Matter and Spacecraft Internal Environments.
Daniel A. Saucy, James R. Anderson & Peter R. Buseck. (2012) Aerosol particle characteristics determined by combined cluster and principal component analysis. Journal of Geophysical Research: Atmospheres 96:D4, pages 7407-7414.
Crossref
Philip K. Hopke. (1991) An introduction to receptor modeling. Chemometrics and Intelligent Laboratory Systems 10:1-2, pages 21-43.
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Philip K. Hopke & Gary S. Casuccio. 1991. Receptor modeling for air quality management. Receptor modeling for air quality management 149 212 .
P.K. Hopke. 1991. 209 258 .
Philip K. Hopke & Leonard Kaufman. (1990) The use of sampling to cluster large data sets. Chemometrics and Intelligent Laboratory Systems 8:2, pages 195-204.
Crossref
P.K. Hopke & Y. Mi. 1990. Scientific Computing and Automation (Europe) 1990, Proceedings of the Scientific Computing and Automation (Europe) Conference. Scientific Computing and Automation (Europe) 1990, Proceedings of the Scientific Computing and Automation (Europe) Conference 179 198 .
P.K. Hopke, G.S. Casuccio, W.J. Mershon & R.J. Lee. 1990. Scientific Computing and Automation (Europe) 1990, Proceedings of the Scientific Computing and Automation (Europe) Conference. Scientific Computing and Automation (Europe) 1990, Proceedings of the Scientific Computing and Automation (Europe) Conference 173 178 .

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