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Using decision support systems to optimize barley management on spatial variable soil

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Applications of Systems Approaches at the Field Level

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

Abstract

Increasing awareness of possible pollution, due to agricultural practices, has resulted in ‘precision agriculture’. Precision agriculture allows the farmer to use soil spatial variability to site-specifically adjust farm management strategies, e.g. spatial variable fertilization or irrigation applications. The aim of precision agriculture is to optimize crop yields and to make more efficient use of agrochemicals by reducing leaching. The CERES-Barley model from the decision support system DSSATv3 (Decision Support System for Agrotechnology Transfer) was used to simulate crop and soil responses on the experimental farm, the ‘Professor van Bemmelenhoeve’ in The Netherlands. DSSAT was subsequently used to simulate and analyse different farm management scenarios. Barley yields, economic benefits and possible leaching of fertilizers (as a result of the different management scenarios) were quantified. The use of this type of decision support system, for analysing agroecological systems, allows farmers, extension services and scientists to define agricultural practices for different crops which balance production and ecological interests in various climatological zones.

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References

  • Bouma J (1995) Methods to characterize soil research variability in space and time. Pages 201–207 in Robert P C, Rust R H G, Larson W E (Eds.) Site-specific farm management for agricultural systems. Second International Conference, Minneapolis, 27-29 March 1994, ASA, CSSA, SSSA publication, Madison WI, USA.

    Google Scholar 

  • Bouma J, Verhagen J, Brouwer J, Powell J M (1996) Using system approaches for targeting site specific management on field level. Pages 25–36 in Kropff M J, Teng P S, Aggarwal P K, Bouma J, Bouman B A M, Jones J W, Van Laar H H (Eds.) Applications of systems approaches at the field level. Kluwer Academic Publishers, Dordrecht, The Netherlands (this volume).

    Google Scholar 

  • Dagan G, Bresler E (1983) Unsaturated flow in spatially variable fields. 1. Derivation of models of infiltration and redistribution. Water Res. Res. 19: 413–420.

    Google Scholar 

  • Engel T, Jones J W (1995) AEGIS/WIN users manual. University of Florida, Gainesville, FL, USA. 50 p. Finke P A (1993) Field scale variability of soil structure and its impact on crop growth and nitrate leaching in the analysis of fertilizing scenarios. Geoderma 60: 89–107.

    Google Scholar 

  • Finke P A, Stein A (1994) Application of disjunctive co-kriging to optimize fertilizer additions on a field scale. Geoderma 62: 247–263.

    Article  Google Scholar 

  • Godwin D C, Jones C A (1991) Nitrogen dynamics in soil-plant systems. Pages 287–321 in Hanks R J, Ritchie J T (Eds.) Modeling plant and soil systems. American Society of Agronomy (ASA), CSSA, SSSA publication, Monograph No. 31, Madison, WI, USA.

    Google Scholar 

  • Heuvelink G B M (1995) WLSFIT manual. Landscape and Environmental group, University of Amsterdam, The Netherlands.

    Google Scholar 

  • Jones J W (1993) Decision support systems for agricultural development. Pages 459–471 in Penning de Vries F W T, Teng P S, Metselaar K (Eds.) Systems approaches for agricultural development. Kluwer Academic Publishers, Dordrecht, The Netherlands.

    Chapter  Google Scholar 

  • Jones J W, Ritchie J T (1990) Crop growth models. Pages 63-89 in Hoffman G J, Howell T A, Solomon K H (Eds.) Management of farming irrigation systems. American Society of Agricultural Engineers Monograph, ASAE, St. Joseph, MI 49085, USA.

    Google Scholar 

  • Pickering N B, Hansen J W, Jones J W, Wells C M, Chan V K, Godwin D C (1994) Weatherman: A utility for managing and generating daily weather data. Agron. J. 86: 332–337.

    Google Scholar 

  • Richardson C W, Wright D A (1984) WGEN: A model for generating daily weather variables. ARS-8. USDA-ARS, Washington DC, USA.

    Google Scholar 

  • Ritchie J T (1986) A user-oriented model of the soil water balance in wheat. Pages 203 - 305 in Day W, Atkins R K (Eds.) Wheat growth and modelling. Plenum, New York, USA.

    Google Scholar 

  • Ritchie J T, Godwin D C, Singh U (1990) Soil and weather inputs for the IBSNAT crop models. Pages 31-45 in Proceedings of IBSNAT Symposium: Decision Support System for Agrotechnology Transfer, Las Vegas, 16–18 October 1989. I. Symposium Proceedings, Department of Agriculture and Soil Science, University of Hawaii, Honolulu, HI, USA.

    Google Scholar 

  • Robert P C, Rust R H, Larson W E (1994) Site-specific management for agricultural systems. Proc. of the Second International Conference ASA-SSSA-CSSA, 27–30 March 1994, Minneapolis, Minn., USA. 993 p.

    Google Scholar 

  • Sadler E J, Bauer P J, Busscher W J (1994) Spatial corn yield during drought in the SE coastal plain. Pages 365–381 in Robert P C, Rust R H, Larson W E (Eds.) Site-specific management for agricultural systems. Proceedings of Second International Conference, ASA-SSSA-CSSA, 27–30 March 1994, Minneapolis, Minn., USA.

    Google Scholar 

  • Singh U, Brink J E, Thornton P K, Christianson C B (1993) Linking crop models with a geographic information system to assist decision making: A prototype for the Indian semiarid tropics. International Fertilizer Development Center, Muscle Shoals, AL, USA. 39 p.

    Google Scholar 

  • Soil Survey Staff (1975) Soil Taxonomy: A basic system of soil classification for making and interpreting soil surveys. USDA-SCS Agricultural Handbook 436, US Government Printing Office, Washington DC, USA.

    Google Scholar 

  • Sprague R H Jr, Carlson E H (1982) Building effective decision support systems. Prentice-Hall Inc., Englewood Cliffs, NJ, USA.

    Google Scholar 

  • Staritsky I G, Sloot P H M, Stein A (1992) Spatial variability and sampling of cyanide polluted soil on former galvanic factory premises. Water, Air and Soil Pollution 61: 1–16.

    Google Scholar 

  • Stoorvogel J J (1995) Linking GIS and models: Structures and operationalization for a Costarican case study. Neth. J. Agric. Sci. 43: 19–29.

    Google Scholar 

  • Uehara G, Tsuji Y (1993) The IBSNAT project. Pages 505 - 513 in Penning de Vries F W T, Teng P S, Metselaar K (Eds.) Systems approaches for agricultural development. Kluwer Academic Publishers, Dordrecht, The Netherlands.

    Chapter  Google Scholar 

  • Verhagen A, Booltink H W G, Bouma J (1995) Site-specific management: Balancing production and environmental requirements at farm level. Agric. Syst. 49: 369–384.

    Google Scholar 

  • Wüsten J H M, Bannink M H, De Gruijter J J, Bouma J (1986) A procedure to identify different groups of hydraulic conductivity and moisture retention curves for soil horizons. J. Hydrology 86: 133–145.

    Article  Google Scholar 

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© 1997 Springer Science+Business Media Dordrecht

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Booltink, H.W.G., Verhagen, J. (1997). Using decision support systems to optimize barley management on spatial variable soil. 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_15

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  • DOI: https://doi.org/10.1007/978-94-017-0754-1_15

  • Publisher Name: Springer, Dordrecht

  • Print ISBN: 978-90-481-4763-2

  • Online ISBN: 978-94-017-0754-1

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