Acknowledgement
This study was performed with the support of the "Research Program for Agricultural Science & Technology Development (Project No. PJ00859701)" by the National Institute of Agricultural Science, Rural Development Administration, Republic of Korea.
References
- V. I. Adamchuk, J. W. Hummel, M. T. Morgan, and S. K. Upashyaya, "On-the-go soil sensors for precision agriculture," Journal of Computers and Electronics in Agriculture, vol. 44, pp. 71-91, 2004. DOI: 10.1016/j.compag.2004.03.002.
- J. V. Sinfield, D. Fagerman, and O. Colic, "Evaluation of sensing technologies for on-the-go detection of macro-nutrients in cultivated soils," Journal of Computers and Electronics in Agriculture, vol. 70, no. 1, pp. 1-18, 2010. DOI: 10.1016/j.compag.2009.09.017.
- H. J. Kim, K. A. Sudduth, and J. W. Hummel, "Soil macronutrient sensing for precision agriculture," Journal of Environmental Monitoring, vol. 11, pp. 1810-1824, 2009. DOI: 10.1039/b906634a.
- W. J. Yoo, J. Y. Heo, D. H. Cho, K. W. Jang, J. K. Seo, B. Lee, Y. H. Cho, J. H. Moon, and B. G. Park, "Spectroscopic study on the development of fiber-optic pH sensor," Journal of the Korean Sensors Society, vol. 18, no. 5, pp. 364-371, 2009. DOI: 10.5369/JSST.2009.18.5.365.
- M. Yuqing, C. Jianrong, and F. Keming, "New technology for the detection of pH," Journal of Biochemical and Biophsical Methods, vol. 63, pp. 1-9, 2005. DOI: 10.1016/j.jbbm.2005.02.001.
- A. Srinivasan, Handbook of Precision Agriculture: Principles and Applications, Oxford: The Hawrth Press, 2006.
- M. Joly, L. Mazenq, M. Marlet, P. Temple-Boyer, C. Durieu, and J. Launay. "Multimodal probe based on ISFET electrochemical microsensors for in-situ monitoring of soil nutrients in agriculture," in 2017 Eurosensors Conference, Paris, France, September, 1. 2017. DOI: 10.3390/proceedings1040420.
- N. R. Kitchen, "Emerging technologies for real-time and integrated agriculture decisions," Journal of Computers and Electronics in Agriculture, vol. 61, pp. 1-3, 2008. DOI: 10.1016/j.compag.2007.06.007.
- S. Peets, A. M. Mouazen, K. Blackburn, B. Kuang, and J. Wiebensohn, "Methods and procedures for automatic collection and management of data acquired from on-the-go sensors with application to on-the-go soil sensors," Journal of Computers and Electronics in Agriculture, vol. 81, pp. 104-112, 2012. DOI: 10.1016/j.compag.2011.11.011.
- H. Lee, M. Kim, and J. Choi, "A study on the proficiency test of pH measurements," Analytical science & technology. vol.14, no. 3, pp. 230-237, 2001, [Online] Available: https://www.koreascience.or.kr/article/JAKO200119068855253.page
- B. L. Conkling and R. W. Blanchar, "A comparison of pH measurements using the antimony microelectrode and glass electrode," Agronomy Journal, vol. 80, pp. 275-278, 1988. DOI: 10.2134/agronj1988.00021962008000020025x.
- Y. Sasaki and Y. Kanai. 1995. "Highly sensitive taste sensor with a new differential LAPS method," Sensor and Actuators, vol. 24, no. 25, pp. 819-822, 1995. DOI: 10.1016/0925-4005(95)85182-8.
- H. Uchida, W. Y. Zhang, and T. Katsube, "High speed chemical sensor with digital LAPS system," Journal of Sensor and Actuators, pp. 446-449, 1996. DOI: 10.1016/S0925-4005(96)01939-9.
- S. K. Bae, S. H., Lee, S. W. Kang, and J. H. Cho, 2001. "Algorithm for integral method for photocurrent measurement of pH variations using multichannel LAPS," Journal of the Institute of Electronics and Information Engineers, vol. 38, no. 6, pp. 65-75, 2001, [Online] Available: www.koreascience.or.kr/article/JAKO200119068855253.page.
- V. I. Adamchuk, E. D. Lund, T. M. Reed, and R. B. Ferguson, "Evaluation of an on-the-go technology for soil pH mapping," Journal of Precision Agriculture, vol. 8, no. 3, pp. 139-149, 2007. DOI: 10.1007/s11119-007-9034-0.
- A. M. Mouazen, M. R. Maleki, D. Baerdemaeker, and H. Ramon, "On-line measurement of some selected soil properties using a VISNIR sensor," Journal of Soil & Tillage Research, vol. 93, pp. 13-27, 2007. DOI: 10.1016/j.still.2006.03.009.
- S. A. Staggenborg, M. Carignano, and L. Haag, "Predicting soil pH and buffer pH in situ with a real-time sensor," Journal of Agronomy, vol. 99, pp. 854-861, 2007. DOI: 10.2134/agronj2006.0254.
- C. D. Christy, "Real-time measurement of soil attributes using on-the-go near infrared reflectance spectroscopy," Journal of Computers and Electronics in Agriculture, vol. 61, no. 1, pp. 10-19, 2008. DOI: 10.1016/j.compag.2007.02.010.
- M. Schirrmann, R. Gebbers, E. Kramer, and J. Seidel, "Soil pH mapping with an on-the-go sensor," Journal of Sensors, vol. 11, pp. 573-598, 2011. DOI: 10.3390/s110100573.
- M. Schirrmann, and H. Domsch, "Sampling procedure simulating on-the-go sensing for soil nutrients," Journal of Plant Nutrition and Soil Science, vol. 174, no. 2, pp. 333-343, 2011. DOI: 10.1002/jpln.200900367.
- M. Kodaira, and S. Shibusawa, "Using a mobile real-time soil visible-near infrared sensor for high resolution soil property mapping," Journal of Geoderma, vol. 199, pp. 64-79, 2013. DOI: 10.1016/j.geoderma.2012.09.007.
- G. Yufeng, J. A. Thomasson, and R. Sui, "Remote sensing of soil properties in precision agriculture: a review," in Frontiers of Earth Science, vol. 5, no. 3, pp. 229-238, 2011. DOI: 10.1007/s11707-011-0175-0.
- S. Peets, A. M. Mouazen, K. Blackburn, B. Kuang, and J. Wiebensohn, "Methods and procedures for automatic collection and management of data acquired from on-the-go sensors with application to on-the-go soil sensors," Journal of Computers and Electronics in Agriculture, vol. 81, pp. 104-112, 2012. DOI: 10.1016/j.compag.2011.11.011.
- P. Bergveld, "Development of an ion-sensitive solid-state device for neurophysiological measurements," in IEEE Transaction on Biomedical Engineering, vol. 17, pp. 70-71, 1970. DOI: 10.1109/TBME.1970.4502688.
- S. Jamasb, S. Collins, and R. L. Smith, "A physical model for drift in pH ISFETs," Journal of Sensors and Actuators B: chemical, vol. 49, pp. 146-155, 1998. DOI: 10.1109/TBME.1970.4502688.
- S. J. Birrell and J. W. Hummel, "Real-time multi ISFET/FIA soil analysis system with automatic sample extraction," Journal of Computers and Electronics in Agriculture, vol. 32, pp. 45-67, 2001. DOI: 10.1016/S0168-1699(01)00159-4.
- C. Jimenez-Jorquera, J. Orozco, and A. Balidi, "ISFET Based Micro sensors for Environmental Monitoring," Journal of Sensors, vol. 10, pp. 61-83, 2010. DOI: 10.3390/s100100061.
- V. I. Adamchuk, E. D Lund, B. Sethuranasamyraja, M. T. Morgan, A. Dobermann, and D. B. Marx, "Direct measurement of soil chemical properties on-the-go using ion-selective electrodes," Journal of Computers and Electronics in Agriculture, vol. 48, pp, 272-294, 2005. DOI: 10.1016/j.compag.2005.05.001.