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Volumn 202, Issue , 2014, Pages 279-285

Quantifying mixtures of hydrocarbons dissolved in water with a partially selective sensor array using random forests analysis

Author keywords

BTEX; Chemical sensor; Chemometrics; Quantification; Random forests

Indexed keywords

CHEMICAL SENSORS; DECISION TREES; GOLD NANOPARTICLES; HYDROCARBONS; MEAN SQUARE ERROR; MIXTURES; NAPHTHALENE; POTABLE WATER;

EID: 84902355174     PISSN: 09254005     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.snb.2014.05.094     Document Type: Article
Times cited : (15)

References (61)
  • 1
    • 64549099815 scopus 로고    scopus 로고
    • Status of biomolecular recognition using electrochemical techniques
    • O.A. Sadik, A.O. Aluoch, and A.L. Zhou Status of biomolecular recognition using electrochemical techniques Biosens. Bioelectron. 24 2009 2749 2765
    • (2009) Biosens. Bioelectron. , vol.24 , pp. 2749-2765
    • Sadik, O.A.1    Aluoch, A.O.2    Zhou, A.L.3
  • 2
    • 34248221076 scopus 로고    scopus 로고
    • Sensors-An effective approach for the detection of explosives
    • DOI 10.1016/j.jhazmat.2007.02.018, PII S0304389407002397
    • S. Singh Sensors - an effective approach for the detection of explosives J. Hazard. Mater. 144 2007 15 28 (Pubitemid 46719656)
    • (2007) Journal of Hazardous Materials , vol.144 , Issue.1-2 , pp. 15-28
    • Singh, S.1
  • 3
    • 77958554596 scopus 로고    scopus 로고
    • Nanomaterials for cross-reactive sensor arrays
    • U. Tisch, and H. Haick Nanomaterials for cross-reactive sensor arrays MRS Bull. 35 2010 797 803
    • (2010) MRS Bull. , vol.35 , pp. 797-803
    • Tisch, U.1    Haick, H.2
  • 4
    • 84856002478 scopus 로고    scopus 로고
    • Chemiresistive sensing with chemically modified metal and alloy nanoparticles
    • F.J. Ibañez, and F.P. Zamborini Chemiresistive sensing with chemically modified metal and alloy nanoparticles Small 8 2012 174 202
    • (2012) Small , vol.8 , pp. 174-202
    • Ibañez, F.J.1    Zamborini, F.P.2
  • 5
    • 84885447279 scopus 로고    scopus 로고
    • Influence of gold nanoparticle film porosity on the chemiresistive sensing performance
    • E. Chow, B. Raguse, K.-H. Müller, L. Wieczorek, A. Bendavid, and J.S. Cooper et al. Influence of gold nanoparticle film porosity on the chemiresistive sensing performance Electroanalysis 25 2013 2313 2320
    • (2013) Electroanalysis , vol.25 , pp. 2313-2320
    • Chow, E.1    Raguse, B.2    Müller, K.-H.3    Wieczorek, L.4    Bendavid, A.5    Cooper, J.S.6
  • 7
    • 41449085604 scopus 로고    scopus 로고
    • Random forests and nearest shrunken centroids for the classification of sensor array data
    • DOI 10.1016/j.snb.2007.12.015, PII S0925400507009914
    • M. Pardo, and G. Sberveglieri Random forests and nearest shrunken centroids for the classification of sensor array data Sens. Actuators B 131 2008 93 99 (Pubitemid 351458670)
    • (2008) Sensors and Actuators, B: Chemical , vol.131 , Issue.1 , pp. 93-99
    • Pardo, M.1    Sberveglieri, G.2
  • 8
    • 0035545690 scopus 로고    scopus 로고
    • The dangers of creating false classifications due to noise in electronic nose and similar multivariate analyses
    • DOI 10.1016/S0925-4005(01)00917-0, PII S0925400501009170
    • K.L. Goodner, J.G. Dreher, and R.L. Rouseff The dangers of creating false classifications due to noise in electronic nose and similar multivariate analyses Sens. Actuators B 80 2001 261 266 (Pubitemid 33018879)
    • (2001) Sensors and Actuators, B: Chemical , vol.80 , Issue.3 , pp. 261-266
    • Goodner, K.L.1    Dreher J.Glen2    Rouseff, R.L.3
  • 9
    • 0034228462 scopus 로고    scopus 로고
    • Computational methods for the analysis of chemical sensor array data from volatile analytes
    • P.C. Jurs, G.A. Bakken, and H.E. McClelland Computational methods for the analysis of chemical sensor array data from volatile analytes Chem. Rev. 100 2000 2649 2678
    • (2000) Chem. Rev. , vol.100 , pp. 2649-2678
    • Jurs, P.C.1    Bakken, G.A.2    McClelland, H.E.3
  • 10
    • 33845520883 scopus 로고    scopus 로고
    • Data analysis for electronic nose systems
    • S.M. Scott, D. James, and Z. Ali Data analysis for electronic nose systems Microchim. Acta 156 2006 183 207
    • (2006) Microchim. Acta , vol.156 , pp. 183-207
    • Scott, S.M.1    James, D.2    Ali, Z.3
  • 11
    • 40449096268 scopus 로고    scopus 로고
    • Electronic nose: Current status and future trends
    • DOI 10.1021/cr068121q
    • F. Röck, N. Barsan, and U. Weimar Electronic nose: current status and future trends Chem. Rev. 108 2008 705 725 (Pubitemid 351344454)
    • (2008) Chemical Reviews , vol.108 , Issue.2 , pp. 705-725
    • Rock, F.1    Barsan, N.2    Weimar, U.3
  • 13
    • 62649096667 scopus 로고    scopus 로고
    • Direct characterization and quantification of volatile organic compounds by piezoelectric module chips sensor
    • H.H. Lu, Y.K. Rao, T.Z. Wu, and Y.M. Tzeng Direct characterization and quantification of volatile organic compounds by piezoelectric module chips sensor Sens. Actuators B 137 2009 741 746
    • (2009) Sens. Actuators B , vol.137 , pp. 741-746
    • Lu, H.H.1    Rao, Y.K.2    Wu, T.Z.3    Tzeng, Y.M.4
  • 14
    • 79951837507 scopus 로고    scopus 로고
    • Organic vapor discrimination with chemiresistor arrays of temperature modulated tin-oxide nanowires and thiolate-monolayer-protected gold nanoparticles
    • K. Scholten, F.I. Bohrer, E. Dattoli, W. Lu, and E.T. Zellers Organic vapor discrimination with chemiresistor arrays of temperature modulated tin-oxide nanowires and thiolate-monolayer-protected gold nanoparticles Nanotechnology 22 2011 125501
    • (2011) Nanotechnology , vol.22 , pp. 125501
    • Scholten, K.1    Bohrer, F.I.2    Dattoli, E.3    Lu, W.4    Zellers, E.T.5
  • 15
    • 54749142456 scopus 로고    scopus 로고
    • Limits of recognition for binary and ternary vapor mixtures determined with multitransducer arrays
    • C.G. Jin, and E.T. Zellers Limits of recognition for binary and ternary vapor mixtures determined with multitransducer arrays Anal. Chem. 80 2008 7283 7293
    • (2008) Anal. Chem. , vol.80 , pp. 7283-7293
    • Jin, C.G.1    Zellers, E.T.2
  • 17
    • 38049114874 scopus 로고    scopus 로고
    • Use of spatiotemporal response information from sorption-based sensor arrays to identify and quantify the composition of analyte mixtures
    • M.D. Woodka, B.S. Brunschwig, and N.S. Lewis Use of spatiotemporal response information from sorption-based sensor arrays to identify and quantify the composition of analyte mixtures Langmuir 23 2007 13232 13241
    • (2007) Langmuir , vol.23 , pp. 13232-13241
    • Woodka, M.D.1    Brunschwig, B.S.2    Lewis, N.S.3
  • 18
    • 77951852497 scopus 로고    scopus 로고
    • Gold nanoparticle chemiresistor sensor array that differentiates between hydrocarbon fuels dissolved in artificial seawater
    • J.S. Cooper, B. Raguse, E. Chow, L. Hubble, K.-H. Müller, and L. Wieczorek Gold nanoparticle chemiresistor sensor array that differentiates between hydrocarbon fuels dissolved in artificial seawater Anal. Chem. 82 2010 3788 3795
    • (2010) Anal. Chem. , vol.82 , pp. 3788-3795
    • Cooper, J.S.1    Raguse, B.2    Chow, E.3    Hubble, L.4    Müller, K.-H.5    Wieczorek, L.6
  • 19
    • 80052237507 scopus 로고    scopus 로고
    • Revealing the properties of oils from their dissolved hydrocarbon compounds in water with an integrated sensor array system
    • X.B. Qi, E. Crooke, A. Ross, T.P. Bastow, and C. Stalvies Revealing the properties of oils from their dissolved hydrocarbon compounds in water with an integrated sensor array system Analyst 136 2011 3731 3738
    • (2011) Analyst , vol.136 , pp. 3731-3738
    • Qi, X.B.1    Crooke, E.2    Ross, A.3    Bastow, T.P.4    Stalvies, C.5
  • 20
    • 0242573377 scopus 로고    scopus 로고
    • Estimation of chemical and physical characteristics of analyte vapors through analysis of the response data of arrays of polymer-carbon black composite vapor detectors
    • B.C. Sisk, and N.S. Lewis Estimation of chemical and physical characteristics of analyte vapors through analysis of the response data of arrays of polymer-carbon black composite vapor detectors Sens. Actuators B 96 2003 268 282
    • (2003) Sens. Actuators B , vol.96 , pp. 268-282
    • Sisk, B.C.1    Lewis, N.S.2
  • 22
    • 84859004432 scopus 로고    scopus 로고
    • A voltammetric electronic tongue as tool for water quality monitoring in wastewater treatment plants
    • I. Campos, M. Alcaniz, D. Aguado, R. Barat, J. Ferrer, and L. Gil et al. A voltammetric electronic tongue as tool for water quality monitoring in wastewater treatment plants Water Res. 46 2012 2605 2614
    • (2012) Water Res. , vol.46 , pp. 2605-2614
    • Campos, I.1    Alcaniz, M.2    Aguado, D.3    Barat, R.4    Ferrer, J.5    Gil, L.6
  • 23
    • 81155149873 scopus 로고    scopus 로고
    • Simultaneous determination of BTX and total hydrocarbons in water employing near infrared spectroscopy and multivariate calibration
    • K.M.G. Lima, I.M. Raimundo Jr., and M.F. Pimentel Simultaneous determination of BTX and total hydrocarbons in water employing near infrared spectroscopy and multivariate calibration Sens. Actuators B 160 2011 691 697
    • (2011) Sens. Actuators B , vol.160 , pp. 691-697
    • Lima, K.M.G.1    Raimundo, Jr.I.M.2    Pimentel, M.F.3
  • 24
    • 66349119562 scopus 로고    scopus 로고
    • Chemometric analysis of gas chromatographic peaks measured with a microsensor array: Methodology and performance assessment
    • C.G. Jin, and E.T. Zellers Chemometric analysis of gas chromatographic peaks measured with a microsensor array: methodology and performance assessment Sens. Actuators B 139 2009 548 556
    • (2009) Sens. Actuators B , vol.139 , pp. 548-556
    • Jin, C.G.1    Zellers, E.T.2
  • 25
    • 0033627093 scopus 로고    scopus 로고
    • Differentiation of chemical components in a binary solvent vapor mixture using carbon/polymer composite-based chemiresistors
    • DOI 10.1021/ac990830z
    • S.V. Patel, M.W. Jenkins, R.C. Hughes, W.G. Yelton, and A.J. Ricco Differentiation of chemical components in a binary solvent vapor mixture using carbon/polymer composite-based chemiresistors Anal. Chem. 72 2000 1532 1542 (Pubitemid 30185742)
    • (2000) Analytical Chemistry , vol.72 , Issue.7 , pp. 1532-1542
    • Patel, S.V.1    Jenkins, M.W.2    Hughes, R.C.3    Yelton, W.G.4    Ricco, A.J.5
  • 26
    • 0029788128 scopus 로고    scopus 로고
    • A chemical-detecting system based on a cross-reactive optical sensor array
    • DOI 10.1038/382697a0
    • T.A. Dickinson, J. White, J.S. Kauer, and D.R. Walt A chemical-detecting system based on a cross-reactive optical sensor array Nature 382 1996 697 700 (Pubitemid 26282170)
    • (1996) Nature , vol.382 , Issue.6593 , pp. 697-700
    • Dickinson, T.A.1    White, J.2    Kauer, J.S.3    Walt, D.R.4
  • 27
    • 84859427112 scopus 로고    scopus 로고
    • Potentiometric electronic tongue-flow injection analysis system for the monitoring of heavy metal biosorption processes
    • D. Wilson, M. del Valle, S. Alegret, C. Valderrama, and A. Florido Potentiometric electronic tongue-flow injection analysis system for the monitoring of heavy metal biosorption processes Talanta 93 2012 285 292
    • (2012) Talanta , vol.93 , pp. 285-292
    • Wilson, D.1    Del Valle, M.2    Alegret, S.3    Valderrama, C.4    Florido, A.5
  • 28
    • 77954862757 scopus 로고    scopus 로고
    • A review of the use of the potentiometric electronic tongue in the monitoring of environmental systems
    • A. Mimendia, J.M. Gutierrez, L. Leija, P.R. Hernandez, L. Favari, and R. Munoz et al. A review of the use of the potentiometric electronic tongue in the monitoring of environmental systems Environ. Model. Softw. 25 2010 1023 1030
    • (2010) Environ. Model. Softw. , vol.25 , pp. 1023-1030
    • Mimendia, A.1    Gutierrez, J.M.2    Leija, L.3    Hernandez, P.R.4    Favari, L.5    Munoz, R.6
  • 29
    • 0037142241 scopus 로고    scopus 로고
    • A comparative analysis of basic pattern recognition techniques for the development of small size electronic nose
    • DOI 10.1016/S0925-4005(02)00065-5, PII S0925400502000655
    • M. Bicego, G. Tessari, G. Tecchiolli, and M. Bettinelli A comparative analysis of basic pattern recognition techniques for the development of small size electronic nose Sens. Actuators B 85 2002 137 144 (Pubitemid 34614139)
    • (2002) Sensors and Actuators, B: Chemical , vol.85 , Issue.1-2 , pp. 137-144
    • Bicego, M.1    Tessari, G.2    Tecchiolli, G.3    Bettinelli, M.4
  • 30
    • 84871735507 scopus 로고    scopus 로고
    • Comparison of random forest, support vector machine and back propagation neural network for electronic tongue data classification: Application to the recognition of orange beverage and Chinese vinegar
    • M. Liu, M.J. Wang, J. Wang, and D. Li Comparison of random forest, support vector machine and back propagation neural network for electronic tongue data classification: application to the recognition of orange beverage and Chinese vinegar Sens. Actuators B 177 2013 970 980
    • (2013) Sens. Actuators B , vol.177 , pp. 970-980
    • Liu, M.1    Wang, M.J.2    Wang, J.3    Li, D.4
  • 31
    • 67349097074 scopus 로고    scopus 로고
    • Classification of data from electronic nose using relevance vector machines
    • X. Wang, M. Ye, and C.J. Duanmu Classification of data from electronic nose using relevance vector machines Sens. Actuators B 140 2009 143 148
    • (2009) Sens. Actuators B , vol.140 , pp. 143-148
    • Wang, X.1    Ye, M.2    Duanmu, C.J.3
  • 32
    • 18544377322 scopus 로고    scopus 로고
    • Classification of electronic nose data with support vector machines
    • DOI 10.1016/j.snb.2004.12.005, PII S0925400504008457
    • M. Pardo, and G. Sberveglieri Classification of electronic nose data with support vector machines Sens. Actuators B 107 2005 730 737 (Pubitemid 40655012)
    • (2005) Sensors and Actuators, B: Chemical , vol.107 , Issue.2 , pp. 730-737
    • Pardo, M.1    Sberveglieri, G.2
  • 33
    • 34447298617 scopus 로고    scopus 로고
    • Diagnosis of lung cancer by the analysis of exhaled breath with a colorimetric sensor array
    • DOI 10.1136/thx.2006.072892
    • P.J. Mazzone, J. Hammel, R. Dweik, J. Na, C. Czich, and D. Laskowski et al. Diagnosis of lung cancer by the analysis of exhaled breath with a colorimetric sensor array Thorax 62 2007 565 568 (Pubitemid 47056880)
    • (2007) Thorax , vol.62 , Issue.7 , pp. 565-568
    • Mazzone, P.J.1    Hammel, J.2    Dweik, R.3    Na, J.4    Czich, C.5    Laskowski, D.6    Mekhail, T.7
  • 34
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • DOI 10.1023/A:1010933404324
    • L. Breiman Random forests Mach. Learn. 45 2001 5 32 (Pubitemid 32933532)
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 35
    • 0345040873 scopus 로고    scopus 로고
    • Classification and regression by random forest
    • A. Liaw, and M. Wiener Classification and regression by random forest R News 2 2002 18 22
    • (2002) R News , vol.2 , pp. 18-22
    • Liaw, A.1    Wiener, M.2
  • 36
    • 0041382385 scopus 로고    scopus 로고
    • (accessed 01.05.14)
    • L. Breiman Random forests 2014 www.stat.berkeley.edu/~breiman/ RandomForests/cc-home.htm (accessed 01.05.14)
    • (2014) Random Forests
    • Breiman, L.1
  • 39
    • 84874989716 scopus 로고    scopus 로고
    • A data-mining approach to predict influent quality
    • A. Kusiak, A. Verma, and X.P. Wei A data-mining approach to predict influent quality Environ. Monit. Assess. 185 2013 2197 2210
    • (2013) Environ. Monit. Assess. , vol.185 , pp. 2197-2210
    • Kusiak, A.1    Verma, A.2    Wei, X.P.3
  • 40
    • 9444265641 scopus 로고
    • Introduction to petroleum hydrocarbons: Chemistry and composition in relation to petroleum-derived fuels and solvents
    • M.A. Mehlman, G.P. Hemstreet, J.J.W.N.K. Thorpe, Renal effects of petroleum hydrocarbons, Princeton Scientific Publishers, Inc Princeton, NJ
    • W.G. Domask Introduction to petroleum hydrocarbons: chemistry and composition in relation to petroleum-derived fuels and solvents M.A. Mehlman, G.P. Hemstreet, J.J.W.N.K. Thorpe, Advances in Modem Environmental Toxicology vol. VII 1984 Renal effects of petroleum hydrocarbons, Princeton Scientific Publishers, Inc Princeton, NJ 1 23
    • (1984) Advances in Modem Environmental Toxicology , vol.VOL. VII , pp. 1-23
    • Domask, W.G.1
  • 41
    • 38149082079 scopus 로고    scopus 로고
    • Critical comparison of automated purge and trap and solid-phase microextraction for routine determination of volatile organic compounds in drinking waters by GC-MS
    • A. Lara-Gonzalo, J.E. Sanchez-Uria, E. Segovia-Garcia, and A. Sanz-Medel Critical comparison of automated purge and trap and solid-phase microextraction for routine determination of volatile organic compounds in drinking waters by GC-MS Talanta 74 2008 1455 1462
    • (2008) Talanta , vol.74 , pp. 1455-1462
    • Lara-Gonzalo, A.1    Sanchez-Uria, J.E.2    Segovia-Garcia, E.3    Sanz-Medel, A.4
  • 42
    • 84873909285 scopus 로고    scopus 로고
    • IR-ATR chemical sensors based on planar silver halide waveguides coated with an ethylene/propylene copolymer for detection of multiple organic contaminants in water
    • R. Lu, G. Sheng, W. Li, H. Yu, Y. Raichlin, and A. Katzir et al. IR-ATR chemical sensors based on planar silver halide waveguides coated with an ethylene/propylene copolymer for detection of multiple organic contaminants in water, Angew. Chem. Int. Ed. 52 2013 2265 2268
    • (2013) Angew. Chem. Int. Ed. , vol.52 , pp. 2265-2268
    • Lu, R.1    Sheng, G.2    Li, W.3    Yu, H.4    Raichlin, Y.5    Katzir, A.6
  • 43
    • 53149119888 scopus 로고    scopus 로고
    • Hand-portable gas chromatograph-toroidal ion trap mass spectrometer (GC-TMS) for detection of hazardous compounds
    • J.A. Contreras, J.A. Murray, S.E. Tolley, J.L. Oliphant, H.D. Tolley, and S.A. Lammert et al. Hand-portable gas chromatograph-toroidal ion trap mass spectrometer (GC-TMS) for detection of hazardous compounds J. Am. Soc. Mass Spectrom. 19 2008 1425 1434
    • (2008) J. Am. Soc. Mass Spectrom. , vol.19 , pp. 1425-1434
    • Contreras, J.A.1    Murray, J.A.2    Tolley, S.E.3    Oliphant, J.L.4    Tolley, H.D.5    Lammert, S.A.6
  • 44
    • 35349000540 scopus 로고    scopus 로고
    • Gold nanoparticle chemiresistor sensors: Direct sensing of organics in aqueous electrolyte solution
    • DOI 10.1021/ac070887i
    • B. Raguse, E. Chow, C.S. Barton, and L. Wieczorek Gold nanoparticle chemiresistor sensors: direct sensing of organics in aqueous electrolyte solution Anal. Chem. 79 2007 7333 7339 (Pubitemid 47606099)
    • (2007) Analytical Chemistry , vol.79 , Issue.19 , pp. 7333-7339
    • Raguse, B.1    Chow, E.2    Barton, C.S.3    Wieczorek, L.4
  • 45
    • 73349135621 scopus 로고    scopus 로고
    • Detection of organics in aqueous solution using gold nanoparticles modified with mixed monolayers of 1-hexanethiol and 4-mercaptophenol
    • E. Chow, T.R. Gengenbach, L. Wieczorek, and B. Raguse Detection of organics in aqueous solution using gold nanoparticles modified with mixed monolayers of 1-hexanethiol and 4-mercaptophenol Sens. Actuators B 143 2010 704 711
    • (2010) Sens. Actuators B , vol.143 , pp. 704-711
    • Chow, E.1    Gengenbach, T.R.2    Wieczorek, L.3    Raguse, B.4
  • 46
    • 79955530645 scopus 로고    scopus 로고
    • Chemical sensor array that can differentiate complex hydrocarbon mixtures dissolved in seawater
    • J.S. Cooper, E. Chow, L.J. Hubble, L. Wieczorek, K.-H. Müller, and B. Raguse Chemical sensor array that can differentiate complex hydrocarbon mixtures dissolved in seawater Sens. Lett. 9 2011 609 611
    • (2011) Sens. Lett. , vol.9 , pp. 609-611
    • Cooper, J.S.1    Chow, E.2    Hubble, L.J.3    Wieczorek, L.4    Müller, K.-H.5    Raguse, B.6
  • 48
    • 0032119626 scopus 로고    scopus 로고
    • Colloidal metal-insulator-metal ensemble chemiresistor sensor
    • H. Wohltjen, and A.W. Snow Colloidal metal-insulator-metal ensemble chemiresistor sensor Anal. Chem. 70 1998 2856 2859
    • (1998) Anal. Chem. , vol.70 , pp. 2856-2859
    • Wohltjen, H.1    Snow, A.W.2
  • 49
    • 84963331158 scopus 로고    scopus 로고
    • Code of federal regulations
    • Protection of environment Code of federal regulations Title 40 Pt. 141.61 2010
    • (2010) Title , vol.40 , Issue.PT. 141.61
    • Of Environment, P.1
  • 50
    • 0035965016 scopus 로고    scopus 로고
    • Uniform design and its applications in chemistry and chemical engineering
    • DOI 10.1016/S0169-7439(01)00139-3, PII S0169743901001393
    • Y.-Z. Liang, K.-T. Fang, and Q.-S. Xu Uniform design and its applications in chemistry and chemical engineering Chemometr. Intell. Lab. 58 2001 43 57 (Pubitemid 32824188)
    • (2001) Chemometrics and Intelligent Laboratory Systems , vol.58 , Issue.1 , pp. 43-57
    • Liang, Y.-Z.1    Fang, K.-T.2    Xu, Q.-S.3
  • 51
    • 57649088313 scopus 로고    scopus 로고
    • Inkjet-printed gold nanoparticle chemiresistors: Influence of film morphology and ionic strength on the detection of organics dissolved in aqueous solution
    • E. Chow, J. Herrmann, C.S. Barton, B. Raguse, and L. Wieczorek Inkjet-printed gold nanoparticle chemiresistors: influence of film morphology and ionic strength on the detection of organics dissolved in aqueous solution Anal. Chim. Acta 632 2009 135 142
    • (2009) Anal. Chim. Acta , vol.632 , pp. 135-142
    • Chow, E.1    Herrmann, J.2    Barton, C.S.3    Raguse, B.4    Wieczorek, L.5
  • 53
    • 84889014307 scopus 로고    scopus 로고
    • Performance of graphene, carbon nanotube, and gold nanoparticle chemiresistor sensors for the detection of petroleum hydrocarbons in water
    • J. Cooper, M. Myers, E. Chow, L. Hubble, J. Cairney, and B. Pejcic et al. Performance of graphene, carbon nanotube, and gold nanoparticle chemiresistor sensors for the detection of petroleum hydrocarbons in water J. Nanopart. Res. 16 2014 1 13
    • (2014) J. Nanopart. Res. , vol.16 , pp. 1-13
    • Cooper, J.1    Myers, M.2    Chow, E.3    Hubble, L.4    Cairney, J.5    Pejcic, B.6
  • 54
    • 84863304598 scopus 로고    scopus 로고
    • R Foundation for Statistical Computing Vienna ISBN 3-900051-07-0
    • R development core team R: A Language and Environment for Statistical Computing 2012 R Foundation for Statistical Computing Vienna ISBN 3-900051-07-0 http://www.R-project.org/
    • (2012) R: A Language and Environment for Statistical Computing
  • 55
    • 0037104180 scopus 로고    scopus 로고
    • Percolation model for electron conduction in films of metal nanoparticles linked by organic molecules
    • K.-H. Müller, J. Herrmann, B. Raguse, G. Baxter, and T. Reda Percolation model for electron conduction in films of metal nanoparticles linked by organic molecules Phys. Rev. B 66 2002 75417
    • (2002) Phys. Rev. B , vol.66 , pp. 75417
    • Müller, K.-H.1    Herrmann, J.2    Raguse, B.3    Baxter, G.4    Reda, T.5
  • 56
    • 18144447187 scopus 로고    scopus 로고
    • Three-dimensional percolation effect on electrical conductivity in films of metal nanoparticles linked by organic molecules
    • K.-H. Müller, G. Wei, B. Raguse, and J. Myers Three-dimensional percolation effect on electrical conductivity in films of metal nanoparticles linked by organic molecules Phys. Rev. B 68 2003 155407
    • (2003) Phys. Rev. B , vol.68 , pp. 155407
    • Müller, K.-H.1    Wei, G.2    Raguse, B.3    Myers, J.4
  • 58
    • 1842424600 scopus 로고    scopus 로고
    • Limits of Recognition for Simple Vapor Mixtures Determined with a Microsensor Array
    • DOI 10.1021/ac035294w
    • M.D. Hsieh, and E.T. Zellers Limits of recognition for simple vapor mixtures determined with a microsensor array Anal. Chem. 76 2004 1885 1895 (Pubitemid 38451504)
    • (2004) Analytical Chemistry , vol.76 , Issue.7 , pp. 1885-1895
    • Hsieh, M.-D.1    Zellers, E.T.2
  • 59
    • 41149085181 scopus 로고    scopus 로고
    • Evaluation of multitransducer arrays for the determination of organic vapor mixtures
    • DOI 10.1021/ac0715120
    • C.G. Jin, P. Kurzawski, A. Hierlemann, and E.T. Zellers Evaluation of multitransducer arrays for the determination of organic vapor mixtures Anal. Chem. 80 2008 227 236 (Pubitemid 351448426)
    • (2008) Analytical Chemistry , vol.80 , Issue.1 , pp. 227-236
    • Jin, C.1    Kurzawski, P.2    Hierlemann, A.3    Zellers, E.T.4
  • 60
    • 0033198573 scopus 로고    scopus 로고
    • Vapor recognition with small arrays of polymer-coated microsensors. A comprehensive analysis
    • J. Park, W.A. Groves, and E.T. Zellers Vapor recognition with small arrays of polymer-coated microsensors. A comprehensive analysis Anal. Chem. 71 1999 3877 3886
    • (1999) Anal. Chem. , vol.71 , pp. 3877-3886
    • Park, J.1    Groves, W.A.2    Zellers, E.T.3
  • 61
    • 0029644463 scopus 로고
    • Optimal coating selection for the analysis of organic vapor mixtures with polymer-coated surface-acoustic-wave sensor array
    • E.T. Zellers, S.A. Batterman, M.W. Han, and S.J. Patrash Optimal coating selection for the analysis of organic vapor mixtures with polymer-coated surface-acoustic-wave sensor array Anal. Chem. 67 1995 1092 1106
    • (1995) Anal. Chem. , vol.67 , pp. 1092-1106
    • Zellers, E.T.1    Batterman, S.A.2    Han, M.W.3    Patrash, S.J.4


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