Abstract
We integrate information from several disparate data sources including agricultural statistics and remote sensing to quantify and map the distribution and dynamics of agricultural returns to land and water resources from 1996/1997 to 2000/2001 in the Murray–Darling Basin (MDB), Australia. Total profit to agriculture was estimated at AUD3.86B in 1996/1997 and AUD3.73B in 2000/2001. The mapping reveals a high spatial concentration of economic returns to land and water resources from agriculture. Dryland agriculture covers over 82% of the study area. Irrigated agriculture covers 1.7% of the land area (2000/2001) but returns one third of the total profit to agriculture. We found that around 80% of the profit to agriculture comes from just over 5% of the land area. The results from this regional scale economic mapping can inform regulatory policy and public investments in natural resource management through targeting industries and regions that provide low marginal returns to the natural resource base.
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References
ABS. Australian Bureau of Statistics (1997). AgStats: Small Area of Agricultural Commodity Data 1996–97.
ABS. Australian Bureau of Statistics (2001). AgStats: Small Area of Agricultural Commodity Data 2000–01.
ANCID. Australian National Committee on Irrigation and Drainage (2000). Australian Irrigation Water Provider Benchmarking Report 1998/99.
ANCID. Australian National Committee on Irrigation and Drainage (2002). Australian Irrigation Water Provider Benchmarking Report 2000/01.
Baez-Gonzalez, A. D., Chen, P. Y., Tiscareno-Lopez, M., & Srinivasan, R. (2002). Using satellite and field data with crop growth modeling to monitor and estimate corn yield in Mexico. Crop Science, 42, 1943–1949.
Bastiaanssen, W. G. M., & Ali, S. (2003). A new crop yield forecasting model based on satellite measurements applied across the Indus Basin Pakistan. Agriculture, Ecosystems and Environment, 94, 321–340.
Bastian, C. T., McLeod, D. M., Germino, M. J., Reiners, W. A., & Blasko, B. J. (2002). Environmental amenities and agricultural land values: a hedonic pricing model using geographic information systems data. Ecological Economics, 40, 337–349.
Bateman, I. J., Ennew, C., Lovett, A. A., & Rayner, A. J. (1999). Modelling and mapping agricultural output values using farm specific details and environmental databases. Journal of Agricultural Economics, 50, 488–511.
Bryan, B.A., Barry, S. and Marvanek, S. (2008). Quantifying and mapping commodity-level agricultural land use change in the Murray–Darling Basin, Australia 1996/97–2000/01. Journal of Land Use Science (in press).
Bryan, B. A., Crossman, N. D., King, D., McNeill, J., Wang, E., Barrett, G., et al. (2007a). Lower murray landscape futures dryland component: Volume 2 – analysis of regional plans and landscape futures. CSIRO Water for a Healthy Country, 177 p. Retrieved from http://www.landscapefutures.com.au/publications.html.
Bryan, B. A., Crossman, N. D., King, D., McNeill, J., Wang, E., Barrett, G., et al. (2007b). Lower murray landscape futures dryland component: Volume 3 – preliminary analysis and modelling. CSIRO water for a healthy country, 378 p. Retrieved from http://www.landscapefutures.com.au/publications.html.
Bryan, B. A., & Marvanek, S. (2004). Quantifying and valuing land use change for integrated catchment management evaluation in the Murray–Darling Basin 1996/97–2000/01. Stage 2 Report to the Murray–Darling Basin Commission, CSIRO Land and Water.
Bullock, D. S., Lowenberg-DeBoer, J., & Swinton, S. M. (2002). Adding value to spatially managed inputs by understanding site-specific yield response. Agricultural Economics, 27, 233–245.
Dalezios, N. R., Domenikiotis, C., Loukas, A., Tzortzios, S. T., & Kalaitzidis, C. (2001). Cotton Yield Estimation Based on NOAA/AVHRR Produced NDVI. Physics and Chemistry of the Earth Part B-Hydrology Oceans and Atmosphere, 26, 247–251.
Domenikiotis, C., Spiliotopoulos, M., Tsiros, E., & Dalezios, N. R. (2004). Early cotton yield assessment by the use of the NOAA/AVHRR derived vegetation condition index (VCI) in Greece. International Journal of Remote Sensing, 25, 2807–2819.
Douglas, R., Dwyer, G., & Peterson, D. (2004). Activity gross margin and water reform. Connections, Autumn.
Kalubarme, A. H., Potdar, M. B., Manjunath, K. R., Mahey, R. K., & Siddhu, S. S. (2003). Growth profile based crop yield models: a case study of large area wheat yield modelling and its extendibility using atmospheric corrected NOAA AVHRR data. International Journal of Remote Sensing, 24, 2037–2054.
Knudby, A. (2004). An AVHRR-based model of groundnut yields in the peanut basin of Senegal. International Journal of Remote Sensing, 25, 3161–3175.
Labus, M. P., Nielsen, G. A., Lawrence, R. L., Engel, R., & Long, D. S. (2002). Wheat yield estimates using multi-temporal NDVI satellite imagery. International Journal of Remote Sensing, 23, 4169–4180.
Liu, W. T., & Kogan, F. (2002). Monitoring Brazilian soybean production using NOAA/AVHRR based vegetation condition indices. International Journal of Remote Sensing, 23, 1161–1179.
McLaren, C. (1997). Dry sheep equivalents for comparing different classes of livestock. Agriculture Notes, AG0590.
MDBC. Murray–Darling Basin Commission, Commonwealth of Australia (1998). Water audit monitoring report 1996/97. Report of the Murray–Darling Basin Commission on the final year of the interim Cap in the Murray–Darling Basin.
MDBC. Murray–Darling Basin Commission, Commonwealth of Australia (2002). Water audit monitoring report 2000/01. Report of the Murray–Darling Basin Commission on the Cap on Diversions.
Naidoo, R., & Adamowicz, W. L. (2006). Modeling opportunity costs of conservation in transitional landscapes. Conservation Biology, 20(2), 490–500.
Naidoo, R., Balmford, A., Ferraro, P. J., Polasky, S., Ricketts, T. H., & Rouget, M. (2006). Integrating economic costs into conservation planning. Trends in Ecology and Evolution, 21(2), 681–687.
Samarasinghe, G. B. (2003). Growth and yields of Sri Lanka’s major crops interpreted from public domain satellites. Agricultural Water Management, 58, 145–157.
Sengupta, S., & Osgood, D. E. (2003). The value of remoteness: a hedonic estimation of ranchette prices. Ecological Economics, 44, 91–103.
Shanahan, J. F., Schepers, J. S., Francis, D. D., Varvel, G. E., Wilhelm, W. W., Tringe, J. M., et al. (2001). Use of remote-sensing imagery to estimate corn grain yield. Agronomy Journal, 93, 583–589.
Skop, E., & Schou, J. S. (1999). Modeling the effects of agricultural production. An integrated economic and environmental analysis using farm account statistics and GIS. Ecological Economics, 29, 427–442.
Walker, P., & Young, M. D. (1997). Using integrated economic and ecological information to improve government policy. International Journal of Geographical Information Science, 7, 619–632.
Zelek, C. A., & Shively, G. E. (2003). Measuring the opportunity cost of carbon sequestration in tropical agriculture. Land Economics, 79(3), 342–354.
Zhao, B., Kreuter, U., Li, B., Ma, Z. J., Chen, J. K., & Nakagoshi, N. (2004). An ecosystem service value assessment of land-use change on Chongming island, China. Land Use Policy, 21, 139–148.
Acknowledgements
This work was supported by the Murray–Darling Basin Commission and CSIRO’s Water for a Healthy Country Flagship program. The authors are grateful to Warwick Macdonald and Fiona Lynn of the MDBC for their support of the research. Thanks also to Bruce Howard (URS) for assembling the cost of production data.
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Bryan, B.A., Hajkowicz, S., Marvanek, S. et al. Mapping Economic Returns to Agriculture for Informing Environmental Policy in the Murray–Darling Basin, Australia. Environ Model Assess 14, 375–390 (2009). https://doi.org/10.1007/s10666-008-9144-8
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DOI: https://doi.org/10.1007/s10666-008-9144-8