Long, D. S., DeGloria, S. D., & Galbraith, J. M. (1991). Use of the global positioning system in soil
survey. Journal of Soil and Water conservation, 46, 293–297.
Longley, P. A., Goodchild, M. F., Maguire, D. J., & Rhind, D. W. (2005). Geographical information systems and sciences (2nd ed.). New York: Wiley.
Loveland, T. R., Merchant, J. W., Brown, J. F., Ohlen, D. O., Reed, B. C., Olson, P., & Hutchinson,
J. (1995). Map supplement: seasonal land-cover regions of the United States. Annals of the
Association of American Geographers, 85(2), 339–355.
Lufafa, A., Tenywa, M. M., Isabirye, M., Majaliwa, M. J. G., & Woomer, P. L. (2003). Prediction
of soil erosion in a Lake Victoria basin catchment using a GIS-based universal soil loss model.
Agricultural Systems, 76(3), 883–894.
Luzio, M. D., Srinivasan, R., & Arnold, J. G. (2004). A GIS-coupled hydrological model system for
the watershed assessment of agricultural nonpoint and point sources of pollution. Transactions
in GIS, 8(1), 113–136.
Luzio, M. D., White, M. J., Arnold, J. G., Williams, J. R., & Kiniry, J. R. (2017). A large scale GIS
geodatabase of soil parameters supporting the modeling of conservation practice alternatives in
the United States. Journal of Geographic Information System, 9(3), 267–278.
Maguire, D. J. (1991). An overview and definition of GIS. In P. A. Longley, M. F. Goodchild, D. J.
Maguire, & D. W. Rhind (Eds.), Geographic Information Systems. London: Wiley.
Morton, J. F. (2007). The impact of climate change on smallholder and subsistence agriculture.
Proceedings of the National Academy of Sciences of the United States of American (PNAS), 104
(50), 19680–19685.
Narasimhan, B., & Srinivasan, R. (2005). Development and evaluation of soil moisture deficit index
(SMDI) and evapotranspiration deficit index (ETDI) for agricultural drought monitoring.
Agricultural and Forest Meteorology, 133, 69–88.
Newell, R. G., & Theriault, D. G. (1990). Is GIS just a combination of CAD and DBMS? Mapping
awareness, 4(3), 42–45.
Nishiguchi, O., & Yamagata, N. (2009). Agricultural information management system using GIS
technology. Hitachi Review, 1, 265–270.
Olesen, J. E., & Bindi, M. (2002). Consequences of climate change for European agricultural
productivity, land use and policy. European Journal of Agronomy, 16(4), 239–262.
Olson, K. R., & Olson, G. W. (1985). Use of agronomic data and enterprise budgets in land
assessment evaluations. Journal of Soil and Water Conservation, 40(5), 455–458.
Parthasarathy, U. (2010). Importance of GIS in Agriculture. Financing Agriculture, 42(3), 6–10.
Penning de Vries, F. W. T., Jansen, D. M., ten Berge, H. F. M., & Bakema, A. (1989). Simulation of
ecophysiological processes of growth in several annual crops. Wageningen: Pudoc.
Pierce, F. J., & Clay, D. (2007). GIS application in agriculture. Boca Raton: CRC Press.
Priya, S., & Shibasaki, R. (2001). National spatial crop yield simulation using GIS-based crop
production model. Ecological Modeling, 136(2–3), 113–129.
Rao, M. N., Waits, D. A., & Neilsen, M. L. (2000). A GIS-based modeling approach for implementation of sustainable farm management practices. Environmental Modeling & Software, 15,
745–753.
Reichle, et al. (2017). Assessment of the SMAP Level-4 Surface and Root Zone Soil Moisture
Product Using In Situ Measurements. Journal of Hydrometeorology, 18, 2621–2645.
Richardson, C. W., & Wright, D. A. (1984). WGEN: a model for generating daily weather
variables (Agricultural research services report no. 8). Washington, DC: US Department of
Agriculture.
Shen, Z., Liao, Q., Hong, Q., & Gong, Y. (2012). An overview of research on agricultural non-point
source pollution modeling in China. Separation and Purification Technology, 84, 104–111.
Sitch, S., Smith, B., Prentice, I. C., Arneth, A., Bondeau, A., Cramer, W., Kaplan, J. O., Levis, S.,
Lucht, W., Sykes, M. T., Thonicke, K., & Venevsky, S. (2003). Evaluation of ecosystem
dynamics, plant geography and terrestrial carbon cycling in the LPJ dynamic global vegetation
model. Global Change Biology, 9(2), 161–185.
3 GIS Fundamentals for Agriculture
37
survey. Journal of Soil and Water conservation, 46, 293–297.
Longley, P. A., Goodchild, M. F., Maguire, D. J., & Rhind, D. W. (2005). Geographical information systems and sciences (2nd ed.). New York: Wiley.
Loveland, T. R., Merchant, J. W., Brown, J. F., Ohlen, D. O., Reed, B. C., Olson, P., & Hutchinson,
J. (1995). Map supplement: seasonal land-cover regions of the United States. Annals of the
Association of American Geographers, 85(2), 339–355.
Lufafa, A., Tenywa, M. M., Isabirye, M., Majaliwa, M. J. G., & Woomer, P. L. (2003). Prediction
of soil erosion in a Lake Victoria basin catchment using a GIS-based universal soil loss model.
Agricultural Systems, 76(3), 883–894.
Luzio, M. D., Srinivasan, R., & Arnold, J. G. (2004). A GIS-coupled hydrological model system for
the watershed assessment of agricultural nonpoint and point sources of pollution. Transactions
in GIS, 8(1), 113–136.
Luzio, M. D., White, M. J., Arnold, J. G., Williams, J. R., & Kiniry, J. R. (2017). A large scale GIS
geodatabase of soil parameters supporting the modeling of conservation practice alternatives in
the United States. Journal of Geographic Information System, 9(3), 267–278.
Maguire, D. J. (1991). An overview and definition of GIS. In P. A. Longley, M. F. Goodchild, D. J.
Maguire, & D. W. Rhind (Eds.), Geographic Information Systems. London: Wiley.
Morton, J. F. (2007). The impact of climate change on smallholder and subsistence agriculture.
Proceedings of the National Academy of Sciences of the United States of American (PNAS), 104
(50), 19680–19685.
Narasimhan, B., & Srinivasan, R. (2005). Development and evaluation of soil moisture deficit index
(SMDI) and evapotranspiration deficit index (ETDI) for agricultural drought monitoring.
Agricultural and Forest Meteorology, 133, 69–88.
Newell, R. G., & Theriault, D. G. (1990). Is GIS just a combination of CAD and DBMS? Mapping
awareness, 4(3), 42–45.
Nishiguchi, O., & Yamagata, N. (2009). Agricultural information management system using GIS
technology. Hitachi Review, 1, 265–270.
Olesen, J. E., & Bindi, M. (2002). Consequences of climate change for European agricultural
productivity, land use and policy. European Journal of Agronomy, 16(4), 239–262.
Olson, K. R., & Olson, G. W. (1985). Use of agronomic data and enterprise budgets in land
assessment evaluations. Journal of Soil and Water Conservation, 40(5), 455–458.
Parthasarathy, U. (2010). Importance of GIS in Agriculture. Financing Agriculture, 42(3), 6–10.
Penning de Vries, F. W. T., Jansen, D. M., ten Berge, H. F. M., & Bakema, A. (1989). Simulation of
ecophysiological processes of growth in several annual crops. Wageningen: Pudoc.
Pierce, F. J., & Clay, D. (2007). GIS application in agriculture. Boca Raton: CRC Press.
Priya, S., & Shibasaki, R. (2001). National spatial crop yield simulation using GIS-based crop
production model. Ecological Modeling, 136(2–3), 113–129.
Rao, M. N., Waits, D. A., & Neilsen, M. L. (2000). A GIS-based modeling approach for implementation of sustainable farm management practices. Environmental Modeling & Software, 15,
745–753.
Reichle, et al. (2017). Assessment of the SMAP Level-4 Surface and Root Zone Soil Moisture
Product Using In Situ Measurements. Journal of Hydrometeorology, 18, 2621–2645.
Richardson, C. W., & Wright, D. A. (1984). WGEN: a model for generating daily weather
variables (Agricultural research services report no. 8). Washington, DC: US Department of
Agriculture.
Shen, Z., Liao, Q., Hong, Q., & Gong, Y. (2012). An overview of research on agricultural non-point
source pollution modeling in China. Separation and Purification Technology, 84, 104–111.
Sitch, S., Smith, B., Prentice, I. C., Arneth, A., Bondeau, A., Cramer, W., Kaplan, J. O., Levis, S.,
Lucht, W., Sykes, M. T., Thonicke, K., & Venevsky, S. (2003). Evaluation of ecosystem
dynamics, plant geography and terrestrial carbon cycling in the LPJ dynamic global vegetation
model. Global Change Biology, 9(2), 161–185.
3 GIS Fundamentals for Agriculture
37