Igathinathane Cannayen Publications

Peer-reviewed Original Journal Articles

* - Corresponding author and principal investigator/advisor

64. Sunoj, S., Igathinathane, C.*, Saliendra, N., Hendrickson, J., and Archer, D.2018. Color calibration of digital images for agriculture and other applications. ISPRS Journal of Photogrammetry and Remote Sensing, 146: 221-234. [ Free article link valid Dec. 10, 2018: https://authors.elsevier.com/a/1XwqJ3I9x1V2A8 ]  [Link]

63. Sunoj, S., Subhashree S. N., Dharani, S., Igathinathane, C.*, Franco, J. G.,  Mallinger, R. E., Prasifka, J. R., and Archer, D. 2018. Sunflower floral dimension measurements using digital image processing. Computers and Electronics in Agriculture, 151: 403-415.   [Link]

62. Sunoj, S., Igathinathane, C.*, and Jenicka, S. 2018. Cashews whole and splits classification using a novel machine vision approach. Postharvest Biology and Technology, 138: 19-30.    [Link]

61. Sunoj, S., Sivarajan, S., Maharlooei, M., Bajwa, S. G., Harmon, J. P., Nowatzki, J., and Igathinathane, C. 2017. Identification and counting of soybean aphids from digital images using shape classification. Transactions of the ASABE, 60: 1467-1477.   [Link]

60. Momin, M. A., Rahman, M. T., Sultana, M. S., Igathinathane, C., Ziauddin, A. T. M., and Grift, T. E. 2017. Geometry-based mass grading of mango fruits using image processing. Information Processing in Agriculture, 4: 150-160. [  Open access article - http://dx.doi.org/10.1016/j.inpa.2017.03.003 ]

59. Subhashree, S. N., Igathinathane, C.*, Bora, G. C., Ripplinger, D., and Backer, L. 2017. Optimized location of biomass bales stack for efficient logistics. Biomass and Bioenergy, 96: 130-141.   [Link]

58.  Igathinathane, C.*, Tumuluru, J. S., Keshwani, D., Schmer, M., Archer, D., Liebig, M., Halvorson, Hendrickson, J., and Kronberg, S. 2016. Biomass bale stack and field outlet locations assessment for efficient infield logistics. Biomass and Bioenergy, 91: 217-226.   [Link]

57. Sunoj, S., Igathinathane, C., and Visvanathan, R. 2016. Nondestructive determination of cocoa bean quality using FT-NIR Spectroscopy. Computers and Electronics in Agriculture, 124: 234-242.   [Link]

56. Igathinathane, C.*, and Ulusoy, U. 2016. Machine vision methods based particle size distribution of ball- and gyro-milled lignite and hard coal. Powder Technology, 297: 71-80.   [Link]

55. Ulusoy, U., and Igathinathane, C. 2016. Particle size distribution modeling of milled coals by dynamic image analysis and mechanical sieving. Fuel Processing Technology, 143: 100-109.   [Link]

54. Khan, M. F. J., Nag, T. C., Igathinathane, C., Osuagwu, U. L., and Rubini, M. 2015. A new method of detecting changes in corneal health in response to toxic insults. Micron, 78: 45-53.    [Link

53. Pothula, A. K., Igathinathane, C.*, and Kronberg, S. 2015. Profile based image analysis for identification of chopped biomass stem nodes and internodes. Industrial Crops and Products,70: 374-382.    [Link]

52. Shen, J., Igathinathane, C.*, M. Yu, and Pothula, A. K. 2015. Biomass pyrolysis and combustion integral and differential reaction heats with temperatures using thermogravimetric analysis/differential scanning calorimetry. Bioresource Technology, 185: 89-98.    [Link]

51. Pothula, A. K., Igathinathane, C.*, Shen, J., Nichols, K., and Archer, D. 2015. Milled industrial beet color kinetics and total soluble solid contents by image analysis. Industrial Crops and Products, 65: 159-169.    [Link]

50. Yu, M., Igathinathane, C.*, Hendrickson, J.R., and Sanderson, M. 2014. Moisture hydration characteristics of big bluestem, bromegrass, and switchgrass biomass. Transactions of the ASABE, 57(4): 1219-1230.    [Link]

49. Yu, M., Igathinathane, C.*, Hendrickson, J., Sanderson, M., and Liebig, M. 2014. Mechanical shear and tensile properties of selected biomass stems. Transactions of the ASABE, 57(4): 1231-1242.    [Link]

48. Pothula, A. K., Igathinathane, C.*, Faller, T., and Whittaker, R. 2014. Novel front end processing method of industrial beet juice extraction for biofuels and bioproducts industries. Biomass and Bioenergy, 68: 161-174.    [Link]

47. Ulusoy, U., and Igathinathane, C. 2014. Dynamic image based shape analysis of hard and lignite coal particles ground by laboratory ball and gyro mills. Fuel Processing Technology, 126: 350-358.    [Link]

46. Pothula, A. K., Igathinathane, C.*, Kronberg, S., and Hendrickson, J. 2014. Digital image processing based identification of nodes and internodes of chopped biomass stems. Computers and Electronics in Agriculture, 105: 54-65.    [Link]

45. Igathinathane, C.*, Archer, D., Gustafson, C., Schmer, M., Hendrickson, J., Kronberg, S., Keshwani, D., Backer, L. Hellevang, K., and Faller, T. 2014. Biomass round rales infield aggregation logistics scenarios. Biomass and Bioenergy, 66: 12-26.    [Link]

44. Rijal, B., Igathinathane, C., Karki, B., Yu, M., and Pryor, S. W. 2012. Combined Effect of pelleting and pretreatment on enzymatic hydrolysis of switchgrass. Bioresource Technology, 116: 36-41.    [Link]

43. Igathinathane, C.*, Ulusoy, U., and Pordesimo, L. O. 2012. Comparison of particle size distribution of celestite minerals by machine vision ∑Volume approach and mechanical sieving. Power Technology, 215-216: 137-146.    [Link]

42. Wooten, J. R., Filip To, S. D., Igathinathane, C., and Pordesimo, L. O. 2011. Discrimination of bark from wood chips through optical texture analysis. Computer and Electronics in Agriculture, 79(1): 13-19.    [Link]

41. Bitra, V. S. P., Womac, A. R., Yang, Y. T., Miu, P. I., Igathinathane, C., Chevanan, N., and Sokhansanj, S. 2011. Characterization of wheat straw particle size distributions as affected by knife mill operating factors. Biomass and Bioenergy, 35(8): 3674-3686.    [Link]

40. Igathinathane, C.*, Pordesimo, L. O., Schilling, M. W., and Columbus, E. P. 2011. Fast and simple measurement of cutting energy requirement of plant stalk and prediction model development. Industrial Crops and Products, 33(2): 518-523.    [Link]

39. Naimi, L. J., Sokhansanj, S., Womac, A. R., Bi, X. T., Lim, C. J., Igathinathane, C., Lau, A. K., Sowlati, T., Melin, S., Emami, M., and Afzal, M. 2011. Development of a population balance model to stimulate fractionation of ground switchgrass. Transactions of the ASABE, 54(1): 219-227.   [Link]

38. Bitra, V. S. P., Womac, A. R., Igathinathane, C., and Sokhansanj, S. 2010. Knife mill comminution energy analysis of switchgrass, wheat straw, and corn stover and their particle size distributions. Transactions of the ASABE, 53(5): 1639-1651.   [Link]

37. Igathinathane, C.*, Womac, A. R., and Sokhansanj, S. 2010. Corn stalk orientation effect on mechanical cutting. Biosystems Engineering, 107(2): 97-106.   [Link]

36. Igathinathane, C.*, Shankar, T. J., Sokhansanj, S., Bi, X. T., Lim, J. C., Melin, S., and Mohammed, E. 2010. Simple and inexpensive method of wood pellets macro-porosity measurement. Bioresource Technology, 101(16): 6528-6537.      [Link]

35. Igathinathane, C.*, Davis, J. D., Purswell, J. L., and Columbus, E. P. 2010. Application of 3D scanned imaging methodology for volume, surface area, and envelope density evaluation of densified biomass. Bioresource Technology, 101(11): 4220-4227.   [Link]

34. Chevanan, N., Womac, A. R., Bitra, V. S. P., Igathinathane, C., Yang, Y. T., Miu, P. I., and Sokhansanj, S. 2010. Bulk density and compaction behavior of knife mill chopped switchgrass, wheat straw, and corn stover. Bioresource Technology, 101(1): 207-214.   [Link]

33. Igathinathane, C.*, Melin, S., Sokhansanj, S., Bi, X. T., Lim, C. J., Pordesimo, L. O., and Columbus, E. P. 2009. Machine vision based particle size and distribution determination of airborne dust of wood and bark pellets. Powder Technology, 196(2): 202-212.   [Link]

32. Bitra, V. S. P., Womac, A. R., Yang, Y. T., Miu, P. I., Igathinathane, C., and Sokhansanj, S. 2009. Mathematical Model Parameters for Particle Size Spectra Ranges for Knife-Milled Corn Stover. Biosystems Engineering, 104(3): 369-383.   [Link]

31 .Bitra, V. S. P., Womac, A. R., Igathinathane, C., Miu, P. I., Yang, Y. T., Smith, D. R., Chevanan, N., and Sokhansanj, S. 2009. Direct measures of mechanical energy for knife mill size reduction of switchgrass, wheat straw, and corn stover. Bioresource Technology, 100(24): 6568-6585.   [Link]

30. Igathinathane, C.*, Pordesimo, L. O., Columbus, E. P., Batchelor, W. D., and Sokhansanj, S. 2009. Sieveless Particle Size Distribution of Particulate Materials through Computer Vision. Computers and Electronics in Agriculture, 66(2): 147-158.   [Link]

29. Bitra, V. S. P., Womac, A. R., Yang, Y. T., Igathinathane, C., Miu, P. I., Chevanan, N. and Sokhansanj, S. 2009. Knife mill operating factors effect on switchgrass particle size distributions. Bioresource Technology, 100(21): 5176-5188.   [Link]

28. Bitra, V. S. P., Womac, A. R., Chevanan, N., Miu, P. I., Igathinathane, C., Sokhansanj, S., and Smith, D. R. 2009. Direct mechanical energy measures of hammer mill comminution of switchgrass, wheat straw, and corn stover and analysis of their particle size distributions. Powder Technology, 193(1): 32-45.   [Link]

27. Igathinathane, C.*, Pordesimo, L. O., Womac, A. R., and Sokhansanj, S. 2009. Hygroscopic Moisture Sorption Kinetics Modeling of Corn Stover and Its Fractions. Applied Engineering in Agriculture, 25(1): 65-73.   [Link]

26. Li, H., Pordesimo, L. O., Igathinathane, C., and Vinyard, B. 2009. Physical Property Effects on Drying Of Chile Peppers. International Journal of Food Properties, 12(2): 316-330.   [Link]

25. Igathinathane, C.*, Womac, A. R., Sokhansanj, S., and Narayan, S. 2009. Size reduction of high- and low- moisture corn stalks by linear knife grid system. Biomass and Bioenergy, 33(4): 547-557.   [Link]

24. Wei, L., Pordesimo, L. O., Igathinathane, C., and Batchelor, W. D. 2009. Process engineering evaluation of ethanol production from wood through bioprocessing and chemical catalysis. Biomass and Bioenergy, 33(2): 255-266.   [Link]

23. Igathinathane, C.*, Pordesimo, L. O., and Batchelor, W. D. 2009. Major Orthogonal Dimensions Measurement of Food Grains by Machine Vision using ImageJ. Food Research International, 42(1): 76-84.   [Link]

22. Igathinathane, C.*, Pordesimo, L. O., Columbus, E. P., Batchelor, W. D., and Methuku, S. R. 2008. Shape Identification and Particles Size Distribution from Basic Shape Parameters using ImageJ. Computers and Electronics in Agriculture, 63(2): 168-182.   [Link]

21. Igathinathane, C., Womac, A. R., Pordesimo, L. O., and Sokhansanj. 2008. Mold appearance and modelling on selected corn stover components during moisture sorption. Bioresource Technology, 99(14): 6365-6371.   [Link]

20. Igathinathane, C.*, Chattopadhyay, P. K., and Pordesimo, L. O. 2008. Moisture Diffusion Modeling of Parboiled Paddy Accelerated Tempering Process with Extended Application to Multi-pass Drying Simulation. Journal of Food Engineering, 88(2): 239-253.   [Link]

19. Igathinathane, C.*, Chennakesavulu, B., Manohar, K., Womac, A. R., and Pordesimo, L. O. 2008. Photovoltaic Leaf Area Meter Development and Testing. International Journal of Food Properties, 11(1): 53-67.   [Link]

18. Igathinathane, C., Womac, A. R., Sokhansanj, S., and Narayan, S. 2007. Knife grid size reduction to pre-process high- and low-moisture switchgrass. 2007. Bioresource Technology, 99(7): 2254-2264.   [Link]

17. Igathinathane, C., Womac, A. R., Sokhansanj, S., and Pordesimo, L. O. 2007. Moisture sorption thermodynamic properties of corn stover fractions. Transactions of ASABE, 50(6): 2151-2160.   [Link]

16. Igathinathane, C.*, Srikanth, I., Prakash, K., Ramesh, B. and Womac, A. R. 2007. Development of Parabolic Weirs for Simplified Discharge Measurement. Biosystems Engineering, 96(1): 111-119.   [Link]

15. Igathinathane, C., Womac, A. R., Sokhansanj, S., and Pordesimo, L. O. 2006. Mass and Moisture Distribution in Above-ground Components in Standing Corn Plants. The Transactions of ASAE, 49(1): 97-106.   [Link]

14. Igathinathane, C.*, Prakash, V. S. S., Padma, U., Ravi Babu, G., and Womac, A. R. 2006. Interactive Computer Software for Leaf Area Measurement. Computers and Electronics in Agriculture, 51(1-2): 1-16.   [Link]

13. Yu, M., Womac, A. R., Igathinathane, C., Ayers, P. D., and Buschermohle, M. J. 2006. Switchgrass Ultimate Stresses at Typical Biomass Conditions Available for Processing. Biomass and Bioenergy, 30(3): 214-219.   [Link]

12. Womac, A. R., Igathinathane, C., Sokhansanj, S., and Pordesimo, L. O. 2005. Biomass Moisture Relations of an Agricultural Field Residue: Corn Stover. Transactions of ASAE, 48(6): 2073-2083.   [Link]

11. Igathinathane, C., Womac, A. R., Sokhansanj, S., and Pordesimo, L. O. 2005. Sorption Equilibrium Moisture Characteristics of Selected Corn Stover Components. Transactions of ASAE, 48(4): 1449-1460.   [Link]

10. Igathinathane, C.*, Chattopadhyay, P. K., and Pordesimo, L. O. 2005. Combination Soaking Procedure for Rough Rice Parboiling. Transactions of ASAE, 48(2): 665-671.   [Link]

9. Igathinathane, C.*, Pordesimo, L. O., Womac, A. R., Malleswar, V. K., and Appa Rao, U. 2005. Viscosity Measurement Technique using Standard Glass Burette for Newtonian Liquids. Instrumentation Science & Technology, 33(1):101-125.   [Link]

8. Igathinathane, C*. and Chattopadhyay, P. K. 2002. Moisture diffusion modeling of parboiled paddy accelerated tempering process with extended application to multi-pass drying simulation. Biosystems Engineering, 83(1):97-105.   [Link]

7. Igathinathane, C*. and Chattopadhyay, P. K. 2000. Surface Area of General Ellipsoid Shaped Food Material by Simplified Regression Equation Method. Journal of Food Engineering, 46(4):257-266.   [Link]

6. Igathinathane, C. and Chattopadhyay, P. K. 1999. Moisture Diffusion Modelling of Drying in Parboiled Paddy Components Part II: Bran and Husk. Journal of Food Engineering, 41(2):89-101.   [Link]

5. Igathinathane, C. and Chattopadhyay, P. K. 1999. Moisture Diffusion Modelling of Drying in Parboiled Paddy Components Part I: Starchy Endosperm. Journal of Food Engineering, 41(2):79-88.   [Link]

4. Venkatramaiah, K. and Igathinathane, C. 1999. Development and Testing of Multi-Nozzle Pneumatic Compression Wheel-Barrow Sprayer. The Andhra Agricultural Journal, 46(1):18-23.   [Link]

3. Igathinathane, C. and Chattopadhyay, P. K. 1998. On the Development of a Ready Reckoner Table for Evaluating Surface Area of General Ellipsoids Based on Numerical Techniques. Journal of Food Engineering, 36(2):233-247.   [Link]

2. Igathinathane, C. and Chattopadhyay, P. K. 1998. Numerical Techniques for Estimating the Surface Areas of Ellipsoids Representing Food Materials. Journal of Agril. Engineering Research, 70(4):313-322.   [Link]

1. Igathinathane, C. and Chattopadhyay, P. K. 1997. Mathematical Prediction of Moisture Profile in Layers of Grain during Pre-conditioning. Journal of Food Engineering, 31(2):185-197.   [Link]

Book Chapters

Igathinathane, C. and Sanderson, M. 2018. “Biofuel feedstock: challenges and opportunities” In “Green Chemistry for Sustainable Biofuel Production” V. G. Gude (eds), Apple Academic Press (AAP), Distributed by CRC Press (Taylor & Francis Group), USA. ISBN: 9781771886390. Chapter 2. Pages: 15-55. 

URL: https://www.crcpress.com/Green-Chemistry-for-Sustainable-Biofuel-Production/Gude/p/book/9781771886390
Schemer, M., and Igathinathane, C. 2014. “Production and supply logistics of switchgrass as an energy feedstock” In “Sustainable Bioenergy Production” L. Wang (eds), CRC Press (Taylor & Francis Group), USA. ISBN-13: 978-1-4665-0552-0. Chapter 7. Pages: 155-191. 

URL: https://www.taylorfrancis.com/books/9781466505568

Sanderson, M., and Igathinathane, C. 2013. Growing Perennial Forages for Biomass. In: Cool Forages Advanced management of temperate forages. S. Bittman and D. Hunt (eds), The Pacific Field Corn Association (PFCA), Agassiz, British Columbia, Canada. Chapter 4. Pages: 17-21.

URL: http://www.farmwest.com/node/1303
Sokhansanj, S., Mani, S., Igathinathane, C., Sam Tagore. 2010. Heat and power production from stover for corn ethanol plants. In Plant Biotechnology for Sustainable Production of Energy and Co-products, ed. P.N. Mascia et al. (eds) Biotechnology in Agriculture and Forestry 66, Springer – Verlag Berlin Heidelberg. Pages 345-362.

URL: http://www.springer.com/us/book/9783642134395

Text Book

Radha Manohar, K., and Igathinathane, C.2006, Greenhouse Technology and Management. 2nd Edition. B. S. Publishers, Hyderabad, ISBN: 81-7800-003-2.

URL: http://www.bspublications.net/book_detail.php?bid=143

Papers, presentations, and posters in scientific/professional meetings

2017

134. Sunoj, S., Subhashree, N. S., Dharani, S., Igathinathane, C. Franco, J. G., Mallinger, R. E., and Archer, D. 2017. An image processing approach to measure sunflower and seed head dimensions. SNRS Research Symposium, NDSU, Fargo, December 4, 2017 (Poster presentation).

133. Subhashree, S.N., and Igathinathane,C. 2017.Infield Equipment Impacted Area during Harvesting, Baling, and Bale Aggregation. 2017 SNRS Research Symposium, Memorial Union, NDSU, Fargo, ND, December 4, 2017 (Poster presentation).

132. Dharani, S., Igathinathane, C., and Flores, J. P. 2017. Digital counts of corn plants using unmanned aerial images. SNRS Research Symposium, NDSU, Fargo, December 4, 2017 (Poster presentation).

131. Sunoj, S., Igathinathane, C., Saliendra, N., Hendrickson, J., and Archer, D. 2017. Image color calibration methodology for crop growth analysis. 2017 Bio Industry Summit, Delta by Marriot, Fargo, ND, November 2, 2017 (Poster presentation)

130. Subhashree, S.N., and Igathinathane,C. 2017.Efficient Biomass Bale Aggregation Logistics using an Automatic Bale Picker. 2017 Bio Industry Summit, Delta by Marriot, Fargo, ND, November 2, 2017 (Poster presentation).

129. Dharani, S., Igathinathane, C., and Flores, J. P. 2017. Digital image processing for plant count using unmanned aerial images. 2017 Bio Industry Summit, Delta by Marriott, Fargo, ND, Nov 2, 2017 (Poster Presentation).

128. Sunoj, S., Igathinathane, C., and Visvanathan, R. 2017. Mathematical modeling of thin-layer drying characteristics of black pepper. ASABE Paper No. 1701247, ASABE Annual International Meeting, July 16– 19, 2017, Spokane, Washington, USA (Poster Presentation).

127. Sunoj, S., Igathinathane, C., and Jenicka, S. 2017. Identification of split and whole cashew nuts based on machine vision. ASABE Paper No. 1701246, ASABE Annual International Meeting, July 16 – 19, 2017, Spokane, Washington, USA (Oral Presentation).

126. Sunoj, S., Igathinathane, C., and Hendrickson, J. 2017. Phenocam color image calibration using image analysis. ASABE Paper No. 1701245, ASABE Annual International Meeting, July 16– 19, 2017, Spokane, Washington, USA. (Oral Presentation; Graduate student research award 2017 – First place Ph. D. category).

125. Subhashree, S.N., and Igathinathane, C. 2017. Biomass Bale Infield Logistics Scenario using Automatic Bale Picker. ASABE Paper No. 1700598, 2017 ASABE Annual International Meeting held in Spokane, WA July 16th - 19th, 2017 (Oral presentation).

124. Subhashree, S.N., and Igathinathane, C. 2017. Equipment Track Impacted Field Areas during Harvesting, Baling, and Infield Bale Logistics. ASABE Paper No. 1700599, 2017 ASABE Annual International Meeting held in Spokane, WA July 16th - 19th, 2017 (Oral presentation).

123. Dharani, S., Igathinathane, C., and Flores, J. P. 2017. Plant rows counting and plant counting. ASABE Annual International Meeting, July 16– 19, 2017, Spokane, Washington, USA (Oral Presentation).

122. Dharani, S., Igathinathane, C., and Flores, J. P. 2017. Review of Unmanned Aerial Vehicles(UAVs) in agriculture. ASABE Annual International Meeting, July 16 – 19, 2017, Spokane, Washington, USA (Oral Presentation).

121. Dharani, S., Igathinathane, C., and Flores, J. P. 2017. Plant count and canopy coverage determination using unmanned aerial system image processing. 2017 UAS Symposium, May 03, 2017, NDSU Fargo, ND (Poster Presentation).

120. Sunoj, S., Igathinathane, C., and Hendrickson, J. 2017. Phenocam color calibration using image processing. 2017 Winter Annual Workshop, “Farming and Ranching for the Bottom Line”, Area4 SCD, BSC, NDSU-Extension, and NGPRL USDA-ARS, Bismarck, February 28, 2017 (Poster presentation).

119. Subhashree, S.N., and Igathinathane, C. 2017. Simulation on Track Impacted Field Areas during Harvesting, Baling, and Infield Bale Logistics: “Farming and Ranching for the Bottom Line” Conference,Bismarck State College National Energy Center of Excellence, Bismarck, ND, February 28, 2017 (Poster Presentation).

118. Sunoj, S., Igathinathane, C., and Hendrickson, J. 2017. Phenocam color calibration using image processing. GSC Annual Research Symposium, NDSU, Fargo, February 24, 2017 (Poster presentation).

117. Subhashree, S.N., and Igathinathane, C. 2017. Simulation on Track Impacted Field Areas during Harvesting, Baling, and Infield Bale Logistics: GSC Annual Research Symposium, NDSU Fargo, ND, February 24, 2017 (Poster presentation; Best Poster Award).

2016

116. Subhashree, S.N., and Igathinathane, C. 2016. Equipment Track Impacted Field Areas during Infield Bale Logistics using Automatic Bale Picker. Solving real world problems: An interdisciplinary celebration of research, NDSU Fargo, ND, November 18, 2016 (Poster Presentation).

115. Sunoj, S., Igathinathane, C., and Hendrickson, J. 2016. Color calibration of phenocam images using ANN algorithm. Solving real world problems: An interdisciplinary celebration of research, NDSU Fargo, ND, November 18, 2016 (Poster Presentation).

114. Ulusoy. U., Igathinathane, C., and Yekeler, M. 2016. A review of shape characterization of ball milled particles by a new dynamic image analysis: lignite, hard coal and calcite. 2016 15th International Mineral Processing Symposium. Istanbul-Turkey, October 19-21. p 95-109. (Oral presentation).

113. Subhashree, S.N., and Igathinathane, C. 2016. Equipment track impacted field areas during infield bale logistics using automatic bale picker. Agricultural Biosciences International Agricultural Conference (ABIC 2016), NDSU, ND, September 18-21, 2016. Innovation Theme Section. (Poster presentation).

112. Sunoj, S., Igathinathane, C., and Hendrickson, J. 2016. Camera color calibration of phenocam using artificial neural networks. Agricultural Biosciences International Agricultural Conference (ABIC 2016), NDSU, ND, September 18-21, 2016. Innovation Theme Section. (Poster presentation).

111. Sunoj, S., Srinivasagan N. Subhashree, and Igathinathane, C. 2016. Digital image processing in agriculture, Techxploration 2016, NDSU Fargo, ND, September 16, 2016 (Poster Presentation).

110. Igathinathane, C., Tumuluru, J.S., and Keshwani, D. 2016. Efficient biomass bales infield logistics through bale stack and field outlet locations. Paper number: 162461226. 2016 ASABE Annual International Meeting, Orlando, Florida, July 17 – 20, 2016 (Oral presentation).

109. Igathinathane, C., Schauer, C., and Redden, R. 2016. Image processing tool for wool fiber grading using ImageJ. Paper number: 162459749. 2016 ASABE Annual International Meeting, Orlando, Florida, July 17 – 20, 2016 (Oral presentation).

108. Yu, M., and Igathinathane, C. 2016. Generalized categorical regression model for size reduction of multiple biomass and grinders. Paper number: 162461255. 2016 ASABE Annual International Meeting, Orlando, Florida, July 17 – 20, 2016 (Poster presentation).

107. Subhashree, S.N., Igathinathane, C., and Bora, G.C. 2016. Biomass bale stack location for efficient infield logistics. Paper number: 162461747. 2016 ASABE Annual International Meeting, Orlando, Florida, July 17 – 20, 2016 (Oral presentation).

106. Subhashree, S.N., Igathinathane, C., and Bora, G.C. 2016. Effect of rainfall on the water uptake by biomass bales. Paper number: 162461764. 2016 ASABE Annual International Meeting, Orlando, Florida, July 17 – 20, 2016 (Oral presentation).

105. Sunoj, S., Sivarajan, S., Maharlooei, M., Bajwa, S., Harmon, J.P., Nowatzki, J., and Igathinathane, C. 2016. Identification and counting of soybean aphids from digital images using particle separation and shape classification. Paper number: 162462927. 2016 ASABE Annual International Meeting, Orlando, Florida, July 17 – 20, 2016 (Oral presentation).

104. Sunoj, S., Igathinathane, C., and Hendrickson, J. 2016. Monitoring plant phenology using phenocam: a review. Paper number: 162461829. 2016 ASABE Annual International Meeting, Orlando, Florida, July 17 – 20, 2016 (Oral presentation).

103. Sunoj, S., Igathinathane, C., and Visvanathan, R. 2016. Quantification of fermentation levels in cocoa beans using FT-NIR spectroscopy. Paper number: 162461813. 2016 ASABE Annual International Meeting, Orlando, Florida, July 17 – 20, 2016 (Poster presentation).

102. Igathinathane, C., Tumuluru, J.S., Keshwani, D., Schmer, M., Archer, D., Liebig, M., Halvorson, J., Hendrickson, J., and Kronberg, S. 2016. Efficient infield biomass bale logistics through bale stack and field outlet locations. 2016 Bio Industry Summit, NDSU Fargo, ND, May 12, 2016 (Poster Presentation).

101. Subhashree, S. N., Igathinathane, C., Bora, G. C., Ripplinger, D., and Backer, L. 2016. Optimized location of biomass bales stack for efficient logistics. 2016 Bio Industry Summit, NDSU Fargo, ND, May 12, 2016 (Poster Presentation).

100. Sunoj, S., Igathinathane, C., and Hendrickson, J. 2016. Application of Phenocam for crop health and biomass estimation – A review. 2016 Bio Industry Summit, NDSU Fargo, ND, May 12, 2016 (Poster Presentation).

99. Igathinathane, C., Tumuluru, J.S., Keshwani, D., Schmer, M., Archer, D., Liebig, M., Halvorson, J., Hendrickson, J., and Kronberg, S. 2016. Bales field stacks and outlets location for efficient infield logistics. 2016 Winter Annual Workshop, “Farming for the Bottom Line”, Area4 SCD, BSC, NDSU-Extension, and NGPRL USDA-ARS, Bismarck, March 1, 2016 (Poster presentation).

98. Igathinathane, C., Schauer, C. and Redden, R. 2016. OonSA – NDSU wool grading software tool. 2016 Winter Annual Workshop, “Farming for the Bottom Line”, Area4 SCD, BSC, NDSU-Extension, and NGPRL USDA-ARS, Bismarck, March 1, 2016 (Poster presentation).