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United States Department of Agriculture

Agricultural Research Service

Research Project: DEVELOPMENT OF IMAGING TECHNOLOGY FOR FOOD SAFETY AND SECURITY Publications (Clicking on the reprint icon Reprint Icon will take you to the publication reprint.)

Measurement of dielectric properties of whole and ground chicken breast meat over the frequency range from 500 MHz to 50 GHz - (Peer Reviewed Journal)
Samuel, D.D., Trabelsi, S. 2012. Measurement of dielectric properties of whole and ground chicken breast meat over the frequency range from 500 MHz to 50 GHz. International Journal of Poultry Science. 11(3)172-176.
Improved modified pressure imaging and software for egg micro-crack detection and egg quality grading - (Peer Reviewed Journal)
Yoon, S.C., Lawrence, K.C., Jones, D.R., Heitschmidt, G.W. 2012. Improved modified pressure imaging and software for egg micro-crack detection and egg quality grading. Applied Engineering in Agriculture. 28(2):283-293.
Rapid screening of huanglongbing-infected citrus leaves by near infrared reflectance spectroscopy - (Peer Reviewed Journal)
Windham, W.R., Poole, G.H., Park, B., Heitschmidt, G.W., Albano, J.P., Gottwald, T.R., Lawrence, K.C., Hawkins, S.A. 2011. Rapid screening of huanglongbing-infected citrus leaves by near infrared reflectance spectroscopy. Transactions of the ASABE. 54(6):2253-2258.
Nanotechnology in food quality and safety evaluation systems - (Book / Chapter)
Ko, S., Kim, J., Park, B., Cho, Y. 2011. Nanotechnology in food quality and safety evaluation systems. Emerging Technologies for Food Quality and Food Safety Inspection. p. 376.
Line-scan hyperspectral imaging system for real-time inspection of poultry carcasses with fecal material and ingesta - (Peer Reviewed Journal)
Yoon, S.C., Park, B., Lawrence, K.C., Windham, W.R., Heitschmidt, G.W. 2011. Line-scan hyperspectral imaging system for real-time inspection of poultry carcasses with fecal material and ingesta. Computers and Electronics in Agriculture. 79:159-168.
In-Plant Test of in-line Multispectral Imaging System for Fecal Detection during Poultry Processing - (Peer Reviewed Journal)
Park, B., Yoon, S.C., Windham, W.R., Lawrence, K.C. 2011. In-plant test of in-line multispectral imaging system for fecal detection during poultry processing. Applied Engineering in Agriculture. 27(4):623-630.
Line-scan hyperspectral imaging for real-time on-line poultry fecal detection - (Peer Reviewed Journal)
Park, B., Yoon, S.C., Windham, W.R., Lawrence, K.C., Heitschmidt, G.W., Kim, M.S., Chao, K. 2011. Line-scan hyperspectral imaging for real-time on-line poultry fecal detection. Sensing and Instrumentation for Food Quality and Safety. 5:25-32.
Visible/near-infrared spectroscopy to predict pale broiler breast meat by measuring water holding capacity - (Peer Reviewed Journal)
Samuel, D.D., Park, B., Sohn, M., Wicker, L. 2011. Visible/near-infrared spectroscopy to predict pale broiler breast meat by measuring water holding capacity. Poultry Science. 90:914-921.
Imaging: Hyperspectral: Contaminant Detection - (Book / Chapter)
Park, B., Lawrence, K.C., Windham, W.R. 2010. Imaging: Hyperspectral Contaminant Detection. In: Heldman, D.R., Moraru, C.I., editors. Encyclopedia of Agricultural, Food, and Biological Engineering. 2nd edition. Boca Raton, FL:Taylor & Francis. p. 854-857.
Real-time detection of feces on poultry carcasses by A line-scan hyperspectral image camera - (Proceedings)
Yoon, S.C., Park, B., Lawrence, K.C., Windham, W.R., Heitschmidt, G.W. 2011. Real-time detection of feces on poultry carcasses by A line-scan hyperspectral image camera. Near Infrared Spectroscopy International Conference Proceedings. p.1013-1015.
Near-Infrared Spectroscopy for discrimination of huanglongbing-infected citrus leaves from uninfected leaves - (Proceedings)
Windham, W.R., Poole, G.H., Park, B., Heitschmidt, G.W., Gottwald, T.R., Lawrence, K.C. 2011. Near-Infrared Spectroscopy for discrimination of huanglongbing-infected citrus leaves from uninfected leaves. Proc. the 14th International Conference on NIR Spectroscopy: 235-239.
Near-infrared spectroscopy for discrimination of Huanglongbing-infected citrus leaves from unifected leaves - (Abstract Only)
Windham, W.R., Poole, G.H., Park, B., Heitschmidt, G.W., Gottwald, T.R., Lawrence, K.C. 2010. Near-infrared spectroscopy for discrimination of Huanglongbing-infected citrus leaves from unifected leaves. American Society of Agricultural and Biological Engineers.
Comparison of FTIR spectra between huanglongbing (citrus greening) and other citrus maladies - (Peer Reviewed Journal)
Hawkins, S.A., Park, B., Poole, G.H., Gottwald, T.R., Windham, W.R., Albano, J.P., Lawrence, K.C. 2010. Comparison of FTIR spectra between huanglongbing (citrus greening) and other citrus maladies. Journal of Agricultural and Food Chemistry. 58(10):6007-6010.
Development of real-time line-scan hyperspectral imaging system for online agricultural and food product inspection - (Proceedings)
Yoon, S.C., Park, B., Lawrence, K.C., Windham, W.R., Heitschmidt, G.W. 2010. Development of real-time line-scan hyperspectral imaging system for online agricultural and food product inspection. Proceedings of SPIE. 7676(1).
Line-scan hyperspectral imaging for real-time poultry fecal detection - (Proceedings)
Park, B., Yoon, S.C., Windham, W.R., Lawrence, K.C., Heitschmidt, G.W., Kim, M.S., Chao, K. 2010. Line-scan hyperspectral imaging for real-time poultry fecal detection. Proceedings of SPIE Defense, Security, and Sensing 2010, Orlando, FL, April 5-9, 2010; 7676-19.
Determination of peanut pod maturity by near-infrared reflectance spectroscopy - (Peer Reviewed Journal)
Windham, W.R., Kandala, C.V.K., Sundaram, J., Nuti, R.C. 2010. Determination of peanut pod maturity by near-infrared reflectance spectroscopy. Transactions of the ASABE. 53(2) 491-495.
Detection of Campylobacter Colonies using Hyperspectral Imaging - (Peer Reviewed Journal)
Yoon, S.C., Lawrence, K.C., Line, J.E., Siragusa, G.R., Feldner, P.W., Park, B., Windham, W.R. 2010. Detection of Campylobacter Colonies using Hyperspectral Imaging. Sensing and Instrumentation for Food Quality and Safety. Vol. 4, Issue 1. pg. 35-49.
Multispectral imaging system with interchangeable filter design - (Peer Reviewed Journal)
Kise, M., Park, B., Heitschmidt, G.W., Lawrence, K.C., Windham, W.R. 2010. Multispectral imaging system with interchangeable filter design. Computers and Electronics in Agriculture. 72(2):61-68.
Food pathogen detection using Ag nanorod-based surface plasmon resonance sensor - (Abstract Only)
Fu, J., Park, B., Zhoa, Y. 2010. Food pathogen detection using Ag nanorod-based surface plasmon resonance sensor. Biosensors World Congress.
Visible/near-infrared spectroscopy to predict water holding capacity in broiler breast meat - (Proceedings)
Samuel, D.D., Park, B., Sohn, M., Wicker, L. 2011. Visible/near-infrared spectroscopy to predict water holding capacity in broiler breast meat. Proc. the 14th International Conference on NIR Spectroscopy: 519-522.
Detection of pathogens and toxins by surface enhanced Raman spectroscopy using silver nanorods array substrates - (Abstract Only)
Huang, Y., Zhao, Y., Park, B. 2010. Detection of pathogens and toxins by surface enhanced Raman spectroscopy using silver nanorods array substrates. American Chemical Society National Meeting.
Detection of Citrus Huanglongbing by Fourier Transform Infrared-Attenuated Total Reflection (FTIR-ATR) Spectroscopy - (Peer Reviewed Journal)
Hawkins, S.A., Park, B., Poole, G.H., Gottwald, T.R., Windham, W.R., Lawrence, K.C. 2010. Detection of Citrus Huanglongbing by Fourier Transform Infrared-Attenuated Total Reflection (FTIR-ATR) Spectroscopy. Applied Spectroscopy. 64:100-103.
Nanorod mediated surface plasmon resonance sensor based on effective medium theory - (Peer Reviewed Journal)
Fu, J., Park, B., Zhao, Y. 2009. Nanorod mediated surface plasmon resonance sensor based on effective medium theory. Applied Optics 48: 4637-4649.
Single ricin detection by AFM chemomechanical mapping - (Peer Reviewed Journal)
Chen, G., Zhou, J., Xu, B., Park, B. 2009. Single ricin detection by AFM chemomechanical mapping. Applied Physics Letter 95: doi:10.1063/1.3190197.
Nanotechnology for food safety - (Trade Journal)
Park, B. 2009. Nanotechnology for food safety. Cereal Foods World. Vol. 54:4 pp.158-162.
Limitations of a localized surface plasmon resonance sensor on Salmonella detection - (Peer Reviewed Journal)
Fu, J., Park, B., Zhao, Y. 2009. Limitations of a localized surface plasmon resonance sensor on Salmonella detection. Sensors and Actuators B: Chemical 141(1): 276-283.
Adaptive Image Processing Methods for Improving Contaminant Detection Accuracy on Poultry Carcasses     Reprint Icon - (Peer Reviewed Journal)
Park, B., Yoon, S.C., Kise, M., Lawrence, K.C., Windham, W.R. 2009. Adaptive image processing methods for improving contaminant detection accuracy on poultry carcasses. Transactions of the ASABE. 52(3):999-1008.
Modified Pressure System for Imaging Egg Cracks     Reprint Icon - (Peer Reviewed Journal)
Lawrence, K.C., Yoon, S.C., Jones, D.R., Heitschmidt, G.W., Park, B., Windham, W.R. 2009. Modified Pressure System for Imaging Egg Cracks. Transactions of the ASABE. 52(3):983-990.
Hyperspectral Reflectance Imaging for Detecting a Foodborne Pathogen: Campylobacter     Reprint Icon - (Peer Reviewed Journal)
Yoon, S.C., Lawrence, K.C., Siragusa, G.R., Line, J.E., Park, B., Feldner, P.W. 2009. Hyperspectral Reflectance Imaging for Detecting a Foodborne Pathogen: Campylobacter. Transactions of the ASABE. 52(2): 651-662
Simple, clickable protocol for atomic force microscopy tip modification and its application for trace ricin detection by recognition imaging - (Peer Reviewed Journal)
Chen, G., Ning, X., Boons, J., Park, B., Xu, B. 2009. Simple, clickable protocol for atomic force microscopy tip modification and its application for trace ricin detection by recognition imaging. Langmuir. 25(5):2860-2864.
Nanotechnology for food toxin detection - (Abstract Only)
Park, B., Chen, G., Ning, X., Boons, G., Xu, B. 2009. Nanotechnology for food toxin detection. American Chemical Society National Meeting.
Simple, Clickable Protocol for Atomic Force Microscopy Tip Modification and Its Application for Trace Ricin Detection by Recognition Imaging - (Peer Reviewed Journal)
Chen, G., Ning, X., Park, B., Boon, J., Xu, B. 2009. Simple, Clickable Protocol for Atomic Force Microscopy Tip Modification and Its Application for Trace Ricin Detection by Recognition Imaging. Langmuir. 25, 2860-2864.
Stereo Spectral Imaging System for Plant Health Characterization - (Proceedings)
Yoon, S.C., Thai, C. 2009. Stereo Spectral Imaging System for Plant Health Characterization. ASABE Annual International Meeting. Technical Paper No. 096583.
Some cases in applications of nanotechnology to food and agricultural systems - (Review Article)
Cho, Y., Kim, C., Kim, N., Kim, C., Park, B. 2008. Some cases in applications of nanotechnology to food and agricultural systems. Biochip Journal. 2(3):183-185.
Modified Pressure System for Imaging Egg Cracks - (Proceedings)
Lawrence, K.C., Yoon, S.C., Jones, D.R., Heitschmidt, G.W., Park, B., Windham, W.R. 2008. Modified Pressure System for Imaging Egg Cracks. Proceedings of the American Society of Agricultural and Biological Engineers International (ASABE).p. 1-14.
Portable Multispectral Imaging Instrument for Food Industry - (Proceedings)
Park, B., Kise, M., Lawrence, K.C., Windham, W.R., Yoon, S.C. 2008. Portable multispectral imageing instrument for food industry. Food Processing Automation Conference Proceedings. ASABE Publication Number 701P0508cd
Textural Analysis of Hyperspectral Images for Improving Contaminant Detection Accuracy - (Peer Reviewed Journal)
Park, B., Kise, M., Windham, W.R., Lawrence, K.C., Yoon, S.C. 2008. Textural Analysis of Hyperspectral Images for Improving Contaminant Detection Accuracy. Sensing and Instrumentation for Food Quality and Safety. 2(3):208-214.
Effect of blood spots on table egg albumen on Salmonella growth - (Peer Reviewed Journal)
Smith, D.P., Musgrove, M.T. 2008. Effect of blood spots on table egg albumen on Salmonella growth. Poultry Science. 87: 1659-1661
Embedded Bone Fragment Detection in Chicken Fillets using Transmittance Image Enhancement and Hyperspectral Reflectance Imaging - (Peer Reviewed Journal)
Yoon, S.C., Lawrence, K.C., Smith, D.P., Park, B., Windham, W.R. 2008. Embedded bone fragment detection in poultry using transmittance image enhancement and hyperspectral reflectance imaging. Sensing and Instrumentation for Food Quality and Safety, 10.1007/s11694-008-9044-1 (online version).
Optical design and system calibration for three-band spectral imaging system with interchangeable filters - (Proceedings)
Kise, M., Park, B., Lawrence, K.C., Windham, W.R. 2008. Optical design and system calibration for three-band spectral imaging system with interchangeable filters. ASABE Annual International Meeting. Paper No. 084685.
Au/Si Hetero-Nanorod-based Biosensor for Salmonella Detection - (Peer Reviewed Journal)
Fu, J., Park, B., Siragusa, G.R., Jones, L., Tripp, R.A., Zhao, Y., Cho, Y. 2008. Au/Si Hetero-Nanorod-based Biosensor for Salmonella Detection. Nanotechnoloyg 19: 155502.
Red Discoloration of Fully Cooked Poultry Meat - (Abstract Only)
Smith, D.P., Northcutt, J.K. 2008. Red Discoloration of Fully Cooked Poultry Meat. 23rd World's Poultry Congress Meeting Abstract, p. 327
Effect of spectrally mixed pixels on detection of cecal contaminated broiler carcasses - (Peer Reviewed Journal)
Windham, W.R., Heitschmidt, G.W., Lawrence, K.C., Park, B., Smith, D.P. 2008. Effect of spectrally mixed pixels on detection of cecal contaminated broiler carcasses. International Journal of Poultry Science. 6(12):955-959.
Bone Fragment Detection in Chicken Breast Fillets using Transmittance Image Enhancement - (Peer Reviewed Journal)
Yoon, S.C., Lawrence, K.C., Smith, D.P., Park, B., Windham, W.R. 2008. Bone fragment detection in chicken breast fillets using transmittance image enhancement. Transactions of the ASABE 51 (1): 331-339.
Bio-Functional Au/Si Nanorods for Pathogen Detection - (Book / Chapter)
Park, B., Fu, J., Zhao, Y., Siragusa, G.R., Cho, Y., Lawrence, K.C., Windham, W.R. 2007. Bio-Functional Au/Si nanorods for Pathogen Detection. Proceedings of SPIE 6769-26.
Marination pressure and phosphate effects on broiler breast fillet yield, tenderness, and color - (Peer Reviewed Journal)
Smith, D.P., Young, L.L. 2007. Marination pressure and phosphate effects on broiler breast fillet yield, tenderness, and color. Poultry Science, p. 86: 2666-2670.
Hyperspectral Imaging for Detecting Pathogens Grown on Agar Plates - (Proceedings)
Yoon, S.C., Lawrence, K.C., Siragusa, G.R., Line, J.E., Park, B., Windham, W.R. 2007. Hyperspectral Imaging for Detecting Pathogens Grown on Agar Plates. Proceedings of SPIE 6761; 10-11 Sept. 2007, Boston MA.
Quality Inspection of Poultry Carcasses - (Book / Chapter)
Park, B. Quality Inspection of Poultry Carcasses. Chapter 7, Computer Vision Technology for Food Quality Evaluation (ed. Da-Wen Sun), Elsevier Press: 157-187, 2008.
Effect of blood in egg albumen on salmonella survival and growth - (Abstract Only)
Smith, D.P., Musgrove, M.T. 2007. Effect of blood in egg albumen on salmonella survival and growth. Poultry Science Association Meeting Abstract. p. 86 (Suppl. 1): 385
Au/Si nanorod-based biosensor for food pathogen detection - (Proceedings)
Park, B., Fu, J., Zhao, Y., Siragusa, G.R., Cho, Y. 2007. Au/Si nanorod-based biosensor for food pathogen detection. Proceedings of 36th UJNR Food & Agri. Panel Meeting, Tsukuba, Japan. p35-38.
Effect of Immersion or Dry Chilling on Broiler Carcass Moisture Retention and Breast Fillet Functionality - (Peer Reviewed Journal)
Huezo, R., Smith, D.P., Northcutt, J.K., Fletcher, D.L. 2007. Effect of Immersion or Dry Chilling on Broiler Carcass Moisture Retention and Breast Fillet Functionality. Journal of Applied Poultry Research. 16:438-447.
Effect of External or Internal Fecal Contamination on Numbers of Bacteria on Pre-Chill Broiler Carcasses - (Peer Reviewed Journal)
Smith, D.P., Northcutt, J.K., Cason Jr, J.A., Hinton Jr, A., Buhr, R.J., Ingram, K.D. 2007. Effect of External or Internal Fecal Contamination on Numbers of Bacteria on Pre-Chill Broiler Carcasses. Poultry Science. 86:1241-1244.
Evaluation of carcass scraping to enumerate bacteria on pre-chill broiler carcasses - (Peer Reviewed Journal)
Smith, D.P., Cason Jr, J.A., Fletcher, D.L., Hannah, J.F. 2007. Evaluation of carcass scraping to enumerate bacteria on pre-chill broiler carcasses. Poultry Science. 86:1436-1439.
Can machines see fecal contaminants? - Automated on-line poultry safety inspection - (Trade Journal)
Park, B., Lawrence, K.C., Windham, W.R. 2007. Can machines see fecal contaminants? - Automated on-line poultry safety inspection. ASABE Resource Magazine April 2007: 2-3.
Effect of processing equipment and sampling methodology on numbers and incidence of bacteria on broiler carcasses - (Abstract Only)
Smith, D.P., Cason Jr, J.A., Northcutt, J.K., Cox Jr, N.A. 2007. Effect of processing equipment and sampling methodology on numbers and incidence of bacteria on broiler carcasses [abstract]. Meeting Proceedings. p. 141.
Real-Time Multispectral Imaging System for Online Poultry Fecal Inspection using Unified Modeling Language. - (Peer Reviewed Journal)
Park, B., Kise, M., Lawrence, K.C., Windham, W.R., Smith, D.P., Thai, C.N. 2007. Real-Time Multispectral Imaging System for Online Poultry Fecal Inspection using Unified Modeling Language.. Sensing and Instrumentation for Food Quality and Safety. 1(2):45-54.
Egg embryo development detection with hyperspectral imaging - (Peer Reviewed Journal)
Lawrence, K.C., Smith, D.P., Windham, W.R., Heitschmidt, G.W., Park, B., Yoon, S.C. 2007. Egg embryo development detection with hyperspectral imaging. International Journal of Poultry Science. 5(10): 964-969
Improved hyperspectral imaging system for fecal detection on poultry carcasses - (Peer Reviewed Journal)
Heitschmidt, G.W., Park, B., Lawrence, K.C., Windham, W.R., Smith, D.P. 2007. Improved hyperspectral imaging system for fecal detection on poultry carcasses. Transactions of the ASABE. 50(4):1427-1432.
Application of Imaging Technology to Chicken Carcasses and Hatching Eggs - (Proceedings)
Smith, D.P., Windham, W.R., Lawrence, K.C., Park, B., Heitschmidt, G.W. 2006. Application of Imaging Technology to Chicken Carcasses and Hatching Eggs. Poultry Waste Management Symposium Proceedings.
Real-time multispectral imaging system for online poultry fecal inspection using UML - (Proceedings)
Park, B., Kise, M., Lawrence, K.C., Windham, W.R., Smith, D.P., Thai, C.N. 2006. Real-time multispectral imaging system for online poultry fecal inspection using UML. Proceedings of SPIE. 6381-33
Bone Fragment Detection in Chicken Breast Fillets using Diffuse Scattering Patterns of Back-Illuminated Structured Light - (Proceedings)
Yoon, S.C., Lawrence, K.C., Smith, D.P., Park, B., Windham, W.R. 2006. Bone fragment detection in chicken breast fillets using diffuse scattering patterns of back-illuminated structured light. Proceedings of SPIE, 6381.
Two-Port Multispectral Imaging System for Contaminant Detection on Poultry Carcasses - (Proceedings)
Kise, M., Park, B., Lawrence, K.C., Windham, W.R. 2006. Two-Port Multispectral Imaging System for Contaminant Detection on Poultry Carcasses. Proceedings of SPIE. Proceedings SPIE 6381-34
Effect of fecal material on carcass microbiology - (Proceedings)
Smith, D.P. 2006. Effect of fecal material on carcass microbiology. Georgia Poultry Conference Proceedings.
Influence of Water Provision to Chicks Prior to Placement on Performance on Incidence of Unabsorbed Yolk Sacs - (Peer Reviewed Journal)
(24-Sep-06)
Egg embryo development detection with hyperspectral imaging - (Proceedings)
Lawrence, K.C., Smith, D.P., Windham, W.R., Heitschmidt, G.W., Park, B. 2006. Egg embryo development detection with hyperspectral imaging. Proceedings of SPIE. 6381.
Detection of hatching and table egg defects using hyperspectral imaging - (Proceedings)
Smith, D.P., Lawrence, K.C., Heitschmidt, G.W. 2006. Detection of hatching and table egg defects using hyperspectral imaging. European Poultry Conference Proceedings.
Partial Least Squares Regression of Hyperspectral Images for Contamination Detection on Poultry Carcasses - (Peer Reviewed Journal)
Lawrence, K.C., Windham, W.R., Park, B., Heitschmidt, G.W., Smith, D.P., Feldner, P.W. 2006. Partial least squares regression of hyperspectral images for contamination detection on poultry carcasses. Journal of Near Infrared Spectroscopy. 14:223-230
Effect of Internal Versus External Fecal Contamination on Broiler Carcass Microbiology - (Abstract Only)
Smith, D.P., Northcutt, J.K., Cason Jr, J.A., Hinton Jr, A., Buhr, R.J. 2006. Effect of internal versus external fecal contamination on broiler carcass microbiology [abstract]. Poultry Science Association Meeting Abstract. 85(Suppl.1):133.
Enumeration of Total Coliforms and Escherichia Coli on Broiler Chickens by Whole Carcass Rinsing and An Alternative Scrape Method - (Abstract Only)
Smith, D.P., Cason Jr, J.A., Fletcher, D.L., Hannah, J.F. 2006. Enumeration of total coliforms and escherichia coli on broiler chickens by whole carcass rinsing and an alternative scrape method. European Poultry Conference Proceedings.
Bone Fragment Detection in Chicken Breast Fillets Using Back-Illuminated Structured Light - (Proceedings)
Yoon, S.C., Lawrence, K.C., Smith, D.P., Park, B., Windham, W.R. 2006. Bone fragment detection in chicken breast fillets using back-illuminated structured light. ASABE Annual International Meeting. Portland, OR, July 9-12,2006. Paper No. 063017.
Textural Analysis of Hyperspectral Images for Improving Detection Accuracy - (Abstract Only)
Park, B., Lawrence, K.C., Windham, W.R., Kise, M., Thai, C.N. 2006. Textural Analysis of Hyperspectral Images for Improving Detection Accuracy [abstract]. ASABE Annual International Meeting.
Enumeration of total coliforms and Escherichia coli on broiler chickens by whole carcass rinsing and an alternative scrape method - (Proceedings)
Smith, D.P., Cason Jr, J.A., Fletcher, D.L., Hannah, J.F. 2006. Enumeration of total coliforms and Escherichia coli on broiler chickens by whole carcass rinsing and an alternative scrape method. European Poultry Conference Proceedings.
Fertility and embryo development of broiler hatching eggs evaluated with a hyperspectral imaging and predictive modeling system - (Peer Reviewed Journal)
Smith, D.P., Lawrence, K.C., Heitschmidt, G.W. 2008. Fertility and embryo development of broiler hatching eggs evaluated with a hyperspectral imaging and predictive modeling system. International Journal of Poultry Science. 7(10):1001-1004.
Last Modified: 10/25/2014
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