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Harnessing crop research data to develop expert systems

  • Chapter
Applications of Systems Approaches at the Field Level

Part of the book series: Systems Approaches for Sustainable Agricultural Development ((SAAD,volume 6))

Abstract

Agricultural research and development in India is achieved mainly through all India coordinated crop improvement projects (AICCIPs). They are multi-institute, multi-disciplinary research and development projects of the Indian Council of Agricultural Research (ICAR). Eighteen projects based at strategically important locations collectively involve all agricultural universities and other institutions in the country for agricultural growth and sustainability. These projects test promising breeding materials, varieties, hybrids, composites and agronomic practices. In the process, improved high-yielding or superior genotypes, suited for different ecosystems are identified. Over 2000 varieties in several crop species have been released for commercial cultivation. The new technology developed through AICCIPs has enabled small farmers to cross the threshold of non-availability. The rise in on-farm employment opportunities and ancillary enterprises contributed to increases in real wages. AICCIPs represent a very large investment in time, resources and expertise on the part of many researchers, farmers, administrators and policy makers involved in agricultural development in India. The rationale for developing the AICCIP data base was that the provision of information with which to make decisions is a critical bottleneck in the development process. The availability of abundant data in AICCIPs, useful for increasing efficiency in management and production of most crop species, is demonstrated. Using AICCIPs’ data base, suitable expert systems for crops could be developed to provide decision makers with the type of information they need to make better decisions. The attempts to organize an expert system on rice using data and knowledge gained from AICCIPs is described here for illustrative purposes.

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References

  • Ahmed N J, Kanniyan S, Venkatrao A (1978) First record of Acrocylindrium sheath rot disease of rice in India. Sci. Culture 75: 544–545.

    Google Scholar 

  • DRR — Directorate of Rice Research (1965–1994) Annual Report. Directorate of Rice Research (AICRIP), Hyderabad, India.

    Google Scholar 

  • DRR (1975–94) Production-oriented survey. Directorate of Rice Research (AICRIP), Hyderabad, India.

    Google Scholar 

  • DRR (1996) Research highlights 1994–95. Directorate of Rice Research, Hyderabad, India. 44 p.

    Google Scholar 

  • FAI — Fertiliser Association of India (1986–87) Fertiliser statistics. Fertiliser Association of India, New Delhi. 390 p.

    Google Scholar 

  • FAI ( 1994 —95) Fertiliser statistics. Fertiliser Association of India, New Delhi. 429 p.

    Google Scholar 

  • Ghosh A B, Hassan R (1976) Available potassium status of Indian soils. Bull. Indian Soc. Soil Sci. 10: 1–15.

    Google Scholar 

  • Ghosh A B, Hassan R (1980) Results of soil test carried out and data provided by soil testing laboratories. Fen. News 25: 19–24.

    Google Scholar 

  • GOI — Government of India (1996) Agricultural statistics at a glance. Department of Economics and Statistics, Department of Agriculture and Cooperation, Ministry of Agriculture, Government of India, New Delhi. 140 p.

    Google Scholar 

  • Huggin I F, Barret J R, Jones D D (1986) Expert systems: Concepts and opportunities. Agric. Eng. 67: 21–23.

    Google Scholar 

  • ICAR — Indian Council of Agricultural Research (1992–93) Annual Report.Indian Council of Agricultural Research, New Delhi. 350 p.

    Google Scholar 

  • ICAR (1971) National germplasm collection of rice. Indian Council of Agricultural Research, Central Rice Research Institute, Cuttack, India. 225 p.

    Google Scholar 

  • Muralidharan K, Shinde J E, Siddiq E A (1990) Technology for rice production. Directorate of Rice Research, Hyderabad, India. 200 p.

    Google Scholar 

  • Muralidharan K, Reddy A A, Sandhya P N, Reddy P C, Mangal Sain, Anuradha P N, Reddy A P K (1991)

    Google Scholar 

  • Farmers’ constraints in the adoption of recommended rice blast control measures. Oryza 18:229–231.

    Google Scholar 

  • Muralidharan K, Campbell C L, Pasalu I C, Ramaprasad A S, Rao C S, Siddiq E A (1994) NARP-IPM

    Google Scholar 

  • project report 1994. Directorate of Rice Research, Hyderabad, India. 142 p.

    Google Scholar 

  • Muralidharan K, Pasalu I C, Rao C S, Ramaprasad A S (1996) NARP-IPM project report 1996. Directorate of Rice Research, Hyderabad, India. 38 p.

    Google Scholar 

  • Murthy R S, Hirekerur L R, Deshpande S B, Venkatarao B V, Shanakaranarayana H S (1982) Bench mark soils of India: Morphology, characteristics and classification for resource management. All India soil and land use survey, agricultural universities and soil survey organisations of the State Department Agriculture and National Bureau of Soil Survey and Land Use Planning (ICAR), Nagpur, India. 374 p. Nagarajan S, Muralidharan K (1995) Dynamics of plant diseases. Allied Publishers, Hyderabad, India. 248 p.

    Google Scholar 

  • NBPGR — National Bureau of Plant Genetic Resources (1995) Annual Report. National Bureau of Plant Genetic Resources (ICAR), New Delhi, India. 159 p.

    Google Scholar 

  • NBSS — National Bureau of Soil Survey (1995) Annual Report 1994. National Bureau of Soil Survey and Land Use Planning (ICAR), Nagpur, India. 233 p.

    Google Scholar 

  • Paroda R S (1990) Nationally coordinated programmes: Organisational framework and managerial aspects of the all India coordinate crop improvement projects. Pages 1–32 in Management of Change Workshop, 19–23 February 1990, ISNAR/SACCAR, Zimbabwe.

    Google Scholar 

  • Paroda R S (1992) All India coordinated crop improvement projects: Organisation and management. In Management of change in all India coordinated crop improvement projects. Proc. Group Dis., ICAR, New Delhi. 216 p.

    Google Scholar 

  • Pasalu I C, Krishnaiah N V, Bentur J S, Krishnaiah K, Muralidharan K (1996) Occurrence of insect pests in rice and their prediction. In Climate components of rice productivity. ICAR and CAS, Indian Institute of Sciences, Bangalore, India (in press).

    Google Scholar 

  • Prasad A S R, Prasad G S V, Muralidharan K (1995) Fragile ecosystems: Fragile for rice? Pages 369–393 in Fragile lives in fragile ecosystems. International Rice Research Institute, P.O. Box 933, Manila, Philippines.

    Google Scholar 

  • Rao Y (1981) The climate of the Indian sub-continent. In Takahashi K, Arrakwa I (Eds.) World survey of climatology. 9. Climates of southern and western Asia. Elsevier Scientific Publishing Co., Oxford, New York. 465 p.

    Google Scholar 

  • Runnels G D, Shortliffe E H (1987) Advanced computing for medicine. Sci. Am. 257:154–161. Venkataraman S, Muralidharan K (1988) Sheath rot disease of rice. Pages 1–17 in Crop disease management. Tamil Nadu Agric. University, Coimbatore, India.

    Google Scholar 

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© 1997 Springer Science+Business Media Dordrecht

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Muralidharan, K., Siddiq, E.A. (1997). Harnessing crop research data to develop expert systems. In: Kropff, M.J., et al. Applications of Systems Approaches at the Field Level. Systems Approaches for Sustainable Agricultural Development, vol 6. Springer, Dordrecht. https://doi.org/10.1007/978-94-017-0754-1_30

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  • DOI: https://doi.org/10.1007/978-94-017-0754-1_30

  • Publisher Name: Springer, Dordrecht

  • Print ISBN: 978-90-481-4763-2

  • Online ISBN: 978-94-017-0754-1

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