Perspectives of a Farmer Digital Expert Assistant System

V. Narayanamurthy, F. Samsuri

Abstract


Global positioning system (GPS) based farmer digital expert assistant systems (FDEAS) are capable of analyzing the agricultural field and environmental factors associated with the field. The agricultural yield to be harvested, depends on the liquidity content of the soil, the mineral content of the soil, the geographical position of the field, the microbial content of the soil and the temperature of the environment. Other parameters include irrigation, spraying of chemicals, animals or intruders getting into the field, etc. Such a system monitors all these parameters and provides the appropriate values and suggestions to the farmers. Several factors are monitored using different set of sensors. The location, specified by the GPS, can be compared to existing databases of soil maps and thus provide the nature and type of crop to be cultivated with all specifications to obtain maximum yield at that location. Cameras may be employed to continuously monitor the field and initiate alerts. All sensor outputs and systems can be integrated with a GSM modem which sends alert messages as SMS or recorded audio alerts when required. Such a system would ensure real time monitoring and should provide expert assistance for attaining maximum efficiency. It would act as a holistic system for analyzing, monitoring, alerting and assisting farmers at different stages of farming.


Keywords


Global positioning system; agriculture; sensors; Agricultural system; GSM; Farming expert system

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References


J. V. Stafford, “Implementing precision agriculture in the 21st century”, Journal of Agricultural Engineering Research, Vol. 76, pp. 267-275, 2000

A. Rafea, “Expert System Applications: Agriculture," Central Laboratory for Agricultural Expert Systems, PO Box, vol. 100, 1998.

S.-H. Liao, “Expert system methodologies and applications—a decade review from 1995 to 2004”, Expert Systems with Applications, Vol. 28, pp. 93-103, 2005

J. McKinion, H. Lemmon, “Expert systems for agriculture”, Computers and Electronics in Agriculture, Vol. 1, pp. 31-40, 1985

R. E. Plant, “Expert systems in agriculture and resource management”, Technological Forecasting and Social Change, Vol. 43, pp. 241-257, 1993

F. Witlox, “Expert systems in land-use planning: An overview”, Expert Systems with Applications, Vol. 29, pp. 437-445, 2005

R. Doluschitz, W. Schmisseur, “Expert systems: applications to agriculture and farm management”, Computers and Electronics in Agriculture, Vol. 2, pp. 173-182, 1988

P. Jones, “Agricultural applications of expert systems concepts”, Agricultural Systems, Vol. 31, pp. 3-18, 1989

G. Prasad, A. V. Babu, “A Study on Expert Systems in Agriculture”, Extension of Technologies: From Labs to Farms, p. 297, 2008

B. A. Keating and R. McCown, "Advances in farming systems analysis and intervention," Agricultural systems, vol. 70, pp. 555-579, 2001.

G. Mansingh, H. Reichgelt, K. M. O. Bryson, “CPEST: An expert system for the management of pests and diseases in the Jamaican coffee industry”, Expert Systems with Applications, Vol. 32, pp. 184-192, 2007

S. Sivakami, C. Karthikeyan, “Evaluating the effectiveness of expert system for performing agricultural extension services in India”, Expert Systems with Applications, Vol. 36, pp. 9634-9636, 2009

T. Trivedi, D. Ahuja, “Integrated pest management: approaches and implementation”, The Indian Journal of Agricultural Sciences, Vol. 81, 2011

H. Ravisankar, U. Sreedhar, K. Sivaraju, “Expert system for insect pests of agricultural crops”, The Indian Journal of Agricultural Sciences, Vol. 84, 2014

V. Kumar, A. Kumar, C. Chattopadhyay, “Design and implementation of web-based aphid (Lipaphis erysimi) forecast system for oilseed Brassicas”, The Indian Journal of Agricultural Sciences, Vol. 82, 2012

B. Gangwar, K. Prasad, “Cropping system management for mitigation of second-generation problems in agriculture”, Indian Journal of Agricultural Science, Vol. 75, pp. 65-78, 2005

B. Kaur, S. Singh, B. Garg, J. Singh, J. Singh, “Enhancing water productivity through on-farm resource conservation technology in Punjab agriculture”, Agricultural Economics Research Review, Vol. 25, pp. 79-85, 2012

J. Niosi, “Complexity and path dependence in biotechnology innovation systems”, Industrial and Corporate Change, Vol. 20, pp. 1795-1826, 2011

T. K. Das, L. Mishra, “Including Agriculture in Sustaining Economic Growth of India”, IUP Journal of Applied Economics, Vol. 9, p. 69, 2010

A. Gulati, “Emerging Trends in Indian Agriculture: What can we learn from these”, Agricultural Economics Research Review, Vol. 22, pp. 171-184, 2009

I. Scotford, P. Miller, “Applications of spectral reflectance techniques in northern European cereal production: a review”, Biosystems Engineering, Vol. 90, pp. 235-250, 2005

S. Li, A. Simonian, B. A. Chin, “Sensors for agriculture and the food industry”, The Electrochemical Society Interface, Vol. 19, p. 41, 2010

M. S. Khidiya, A. Bhardwaj, “An ergonomic approach to design hand tool for agricultural production”, Work (Reading, Mass.), Vol. 41, pp. 1335-1341, 2011

S. K. Chakraborty, D. S. Singh, B. Kumbhar, S. Chakraborty, “Process optimization with respect to the expansion ratios of millet‐and legume (pigeon pea)‐based extruded snacks”, Journal of Food Process Engineering, Vol. 34, pp. 777-791, 2011

G. Dommety, R. Jain, “Potential networking applications of global positioning systems (GPS)”, arXiv preprint cs/9809079, 1998

S. Rutter, N. Beresford, G. Roberts, “Use of GPS to identify the grazing areas of hill sheep”, Computers and Electronics in Agriculture, Vol. 17, pp. 177-188, 1997

J. Agarwal, “Innovations & Developments in Financing and Investment in Agriculture and Rural Development (with special reference to India and Hungary) ”, Finance India, 2007

A. E. Department. (1998, 17-11-2015). District Soil & Watershed Atlas Website. Available: http://www.aedatlas.tn.nic.in/

USDANRCS. Web Soil Survey. Available: http://websoilsurvey.nrcs.usda.gov/app/HomePage.htm

K. S. K. K. Apurva Sanghi, and James W. McKinsey, Jr., india agriculture and climate data set, available: http://ipl.econ.duke.edu/dthomas/dev_data/datafiles/india_agric_climate.htm

K. K. Kumar, J. Parikh, “Indian agriculture and climate sensitivity”, Global Environmental Change, Vol. 11, pp. 147-154, 2001




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