Monitoring and modeling cropland loss in rapidly growing urban and depopulating rural counties using remotely sensed data and GIS

Geocarto International

Volumn 20, Issue 4, 2005, Pages 45-52

  Petrov, Andrey N ^a   Sugumaran, Ramanathan ^a  

^a UNIVERSITY OF NORTHERN IOWA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AGRICULTURE; COMPUTER SIMULATION; GEOGRAPHIC INFORMATION SYSTEMS; MARKOV PROCESSES; MATHEMATICAL MODELS; REMOTE SENSING; SATELLITES;

AGRICULTURAL MANAGEMENT; AGRICULTURAL MODELING; COMMERCIAL ACTIVITY; GIS; INDUSTRIAL DEVELOPMENT; LANDSAT; MARKOV CHAIN; MONITORING; REMOTE SENSING; RURAL DEVELOPMENT; SATELLITE IMAGERY; SUBURBAN AREA; THEMATIC MAPPING;

IOWA; NORTH AMERICA; UNITED STATES;

EID: 33746644573     PISSN: 10106049     EISSN: None     Source Type: Journal    
DOI: 10.1080/10106040508542363     Document Type: Article

References (40)

1. Amissah-Arthur, A., Mougenot, B., and Loireau, M. 2000. Assessing farmland dynamics and land degradation on Sahelian landscapes using remotely sensed and socioeconomic data. International Journal of Geographical Information Science, 14(6) pp. 583-599.
2. Anderson, J.R., Hardy, E.E., Roach, J.T. and Witmer, R.E. 1976. A land use and land cover classification scheme for use with remote sensor data. U.S. Geological Survey Professional Paper 964.
3. Banai, R. 1993. Fuzziness and Geographical Information Systems: Contributions from the analytic hierarchy process. International Journal of Geographical Information Systems, 7, pp. 315-329.
4. Batty, M., and Xie, Y. 1997. Possible urban automata. Environment and Planning B: Planning and Design, 24, pp. 175-192.
5. Berry M. W., Flamm R. O., Hazen B. C., and MacIntyre R. L. 1996. The Land-Use Change and Analysis System (LUCAS) for Evaluating Landscape Management Decisions. IEEE Computational Science and Engineering, 3(1), pp. 24-35.
6. Census Bureau. 2003. State and county quick facts. United States Census Bureau, http://quickfacts.census.gov/qfd/states/19000.html
7. Civco, D.L., Prisole, M.P., Hurd, J.D., Wilson, E.H., Arnold, C.L. 2002. Quantifying and describing urbanized landscapes in the northeast United States. Photogrammetric Engineering and Remote Sensing, 68(10), pp. 1083-1090.
8. The Changing Midwest Assessment. 2004. North Central Research Station. USDA Forest Service. St. Paul, MN. http://www.ncrs.fs.fed.us/4153/deltawest/
9. Clarke, K. C., Hoppen, S., and Gaydos, L. J., 1996. Methods and techniques for rigorous calibration of a cellular automaton model of urban growth, Proceedings, Third International Conference/ Workshop on Integrating GIS and Environmental Modeling, CDROM, Santa Fe, NM, January 21-26, 1996. Santa Barbara, CA: National Center for Geographic Information and Analysis. http://www.ncgia.ucsb.edu/conf/SANTA_FE_CD-ROM/main.html, access: May 1999.
10. Clarke, K. S., Gaydos, L. J., and Hoppen, S. 1997. A self-modifying cellular automation model of historical urbanization in the San Francisco Bay area. Environment and Planning B: Planning and Design, 24, pp. 247-261.
11. Cosner, S. 2001. Presening Iowa's Farmland: Why is it important? How can it be done? Retrieved March 2004 from http://www.extension.iastate.edu/ Publications/PM1868B.pdf
12. Dai, X., and Khorram, S., 1997. Quantification of the impact of misregistration on the accuracy of remotely sensed changed detection. Proceedings of the IEEE Geosciences and Remote Sensing Symposium (Texas: IEEE), pp. 1763-1765.
13. Egbert, S.L., Nellis, M.D., Lee, R.-Y., Price K.P., and Boyce, R. 1998. Mapping Conservation Reserve Program (CRP) grasslands using multi-seasonal thematic mapper imagery. Geocarto International, 13(4), pp. 17-24.
14. ERDAS Field Guide. 1999. ERDAS Inc., Atlanta, Georgia.
15. Giglierano, J. D and Rau, S. 1993. Iowa land cover map 1975-1984. Iowa Department of Natural Recourses. Retrieved November 2003, http://www.igsb.uiowa. edu/nrgis/enviro.idc
16. Guerschman, J.P., Pacin, F., Paruelo, J.M., Di Bella, C., and Giallorenzi, M.C. 2003. Land cover classification in the Argentine Pampas using multi-temporal Landsat TM data. International Journal of Remote Sensing, 24(17), pp. 3381-3402.
17. Guo, X., Price, K.P., and Stiles, J. 2003. Grasslands Discriminant Analysis Using Landsat TM Single and Multitemporal Data. Photogrammetric Engineering and Remote Sensing, 69(11), pp. 1255-1262.
18. The Iowa State University Extension. 2004. Crop and land use tables and charts. Retrieved May 2004 from http://extension.agron.iastate.edu/soils/ tables_charts.html
19. Jenerette, G.D. and Wu, J. 2001. Analysis and simulation of and use change in the central Arizona-Phoenix region, USA. Landscape Ecology, 16, 611-626.
20. Klosterman, R. E. 1999. The What if? Collaborative planning support system. Environment and Planning B: Planning and Design, 26, pp. 393-408.
21. Landis. J. and Zhang. M 1998. The second generation of the California urban futures model: Part 1: Model logic and theory, Environment and Planning B, 30, pp. 657-666.
22. Li, H. and Reynolds, J. F. 1997. Modeling effects of spatial pattern, drought, and grazing on rates of rangeland degradation: A combined Markov and cellular automaton approach. In Scale in Remote Sensing and GIS, D. A. Quattrochi and M. F. Goodchild (eds.), New York: Lewis Publishers, pp. 211-30.
23. Li, X. and Yeh, A.G. 2000. Modelling sustainable urban development by the integration of constrained cellular automata and GIS. International Journal of Geographical Information Science, 14, 131-152.
24. LUCC. 1999. Land use and land cover: Implementation strategy. IGBP Report 48, IHDP Report 10, Stockholm: IGBP Secretariat.
25. National Resources Inventory, 1982. Instructions for Collecting Sample Data. Revised May 1980, USDA.
26. Parker D.C., Manson S.M., Janssen M.A., Hoffmann M.J., and Deadman, P. 2003. Multi-Agent Systems for the Simulation of Land-Use and Land-Cover Change: A Review. Annals of the Association of American Geographers, 93(2), pp. 314-337.
27. Pijankowski, B., Long, D., Gage, S. and Cooper, W. 1997. A Land transformation model: conceptual elements spatial object class hierarchy, GIS command syntax and an application for Michigan's Saginaw Bay watershed. Land Use Modeling Workshop June5-6, 1997, Sioux Falls, SD. Retrieved April 2004 from http://www.ncgia.ucsb.edu/conf/landuse97
28. Platt, R.H. 1981. Farmland conversion: national lesson for Iowa. Professional Geographer, 33(1), pp. 247-261.
29. Pontius, R. G. 2000. Quantification error versus location error in comparison of categorical maps. Photogrammetric Engineering and Remote Sensing, 66(8), p. 1011-1016.
30. Price, K.P., Egbert, SL., Nellis, M.D., Lee, R., and Boyce, R. 1997. Developing a land cover modeling protocol for the high plains using multi-seasonal thematic imagery. Transactions of the Kansas Academy of Science, 100, 21-33.
31. Sand, D. (2001). The farm bill's effect on Iowa's landscape. Iowa natural Heritage Foundation. Accessed March 2004 http://www.inhf.org/farmbillmap. htm#grasslands%201ostAmerican
32. Shabazian, D. and Johnston, R. 2000, UPLAN - Urban Growth Model (UC Davis, Information Center for the Environment), retrieved April, 2004 from http://snepmaps.des.ucdavis.edu/uplan/
33. Sugumaran, R., Zerr, D., and Prato, T. 2002. Multi-temporal IKNONS images for local government planning and management. Canadian Journal of Remote Sensing, 28(1), pp. 90-95.
34. Torrens, P.M., and O'Sullivan, D. 2001. Editorial: Cellular automata and urban simulation: where we go from here? Environment and Planning B, 28, pp. 163-168.
35. USDA, 2003. Iowa Agricultural Statistics. National Agricultural Statistics Service. United States Department of Agriculture, retrieved December 2003 from http://www.nass.usda.gov/ia/
36. Verbyla, D.L. and Boles, S.H. 2000. Bias in land cover change estimates due to misregistration. International Journal of Remote Sensing, 21(18), 3553-3560.
37. Waddell, P. 1998. UrbSim - The Oregon Prototype Metropolitan Land Use Model. Proceedings of the ASCE Conference Transportation, Land Use, and Air Quality: Making the Connection, Portland, Oregon, May 1998. Retrieved April. 2004 from http://www.urbansim.org/Papers/UrbanSim-JAPA.pdf
38. Ward, D., Phinn, R., and Murray, T. 2000. Monitoring growth in rapidly urbanizing areas using remotely sensed data. Professional Geographer, 52(3), 371-386.
39. Wilson, E.H., Arnold C., Hurd J.D., Civco D.L., Prisloe, M.P. 2003. Development of a geospatial model to quantify, describe and map urban growth. Remote Sensing of Environment, 86(3), p. 275-285
40. Yang, X. and Lo, C. P. 2003. Modelling urban growth and landscape changes in the Atlanta metropolitan area. International Journal of Geographical Information Science, 17(5), pp. 463-488.