In the section Articles
Title of the article Determinants of the Spatial Distribution of Abandoned Agricultural Lands in the European Part of Russia
Pages 30-62
Author 1 Alexander Vladimirovich Prishchepov
Leibniz Institute of Agricultural Development in Central and Eastern Europe (IAMO); Department of Forest and Wildlife Ecology, University of Wisconsin-Madison
Theodor-Lieser-Strasse 2, 06120 Halle (Saale), Germany;1630 Linden Drive, Madison, WI 53706-1598, USA.
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Author 2 Daniel Muller
Department of Forest and Wildlife Ecology, University of Wisconsin- Madison
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Author 3 Maxim Dubinin
Biodiversity Conservation and Bioresources Use Laboratory, Institute of Ecology and Evolution of Russian Academy of Sciences
33 Leninsky Prospect, Moscow, Russia, 117071
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Author 4 Mattias Baumann
Dipl. Geogr
Department of Forest and Wildlife Ecology, University of Wisconsin-Madison
1630 Linden Drive, Madison, WI 53706-1598, USA
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Author 5 Volker C. Radeloff
Department of Forest and Wildlife Ecology, University of Wisconsin- Madison
1630 Linden Drive, Madison, WI 53706-1598, USA
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Abstract The breakdown of socialism caused massive socio-economic and institutional changes that led to substan-tial agricultural land abandonment. The goal of our study was to identify the determinants of agricultural land abandonment in post-Soviet Russia during the first decade of transition from a state-controlled economy to a market-driven economy (1990–2000). We analyzed the determinants of agricultural land abandonment for approximately 150 550 km2 of land area in the provinces (oblasts) of Kaluga, Rjazan, Smolensk, Tula and Vladimir in European Russia. Based on the economic assumptions of profit max-imization, we integrated maps of abandoned agricultural land from five 185 km . 185 km Landsat TM/ETM+ footprints with socio-economic, environmental and geographic variables, and we estimated logistic regressions at the pixel level to identify the determinants of agricultural land abandonment. Our results showed that a higher likelihood of agricultural land abandonment was significantly associated with lower average grain yields in the late 1980s and with higher distances from the nearest settlements, municipality centers, and settlements with more than 500 citizens. Hierarchical partitioning showed that the average grain yields in the late 1980s had the greatest power to explain agricultural land abandon-ment in our models, followed by the locational attributes of the agricultural land. We hypothesize that the termination of 90% of state subsidies for agriculture from 1990 to 2000 was an important underlying cause for the decrease of cultivation in economically and environmentally marginal agriculture areas. Thus, whereas the spatial patterns corresponded to the land rent theory of von Thunen, it was primarily the macro- scale driving forces that fostered agricultural abandonment. Our study highlighted the value of spatially explicit statistical models for studying the determinants of land-use and land-cover change in large areas.
Code 332.36
DOI 10.14530/se.2013.3.030-062
Keywords ♦ agricultural land abandonment ♦ Institutional change ♦ Land use change ♦ Spatial analysis ♦ Logistic regression ♦ Remote sensing ♦ Russia
Download SE.2013.3.030-062.Prishchepov.pdf
For citation Prishchepov A.V., Muller D., Dubinin M., Baumann M., Radeloff V.C. Determinants of the Spatial Distribution of Abandoned Agricultural Lands in the European Part of Russia. Prostranstvennaya Ekonomika = Spatial Economics, 2013, no. 3, pp. 30-62. DOI: 10.14530/se.2013.3.030-062. (In Russian).
References 1. Afonin A.N., Greene S.L., Dzyubenko N.I., Frolov A.N. Interactive Agricultural Ecological Atlas of Russia and Neighboring Countries. Economic Plants and their Diseases, Pests and Weeds, 2008. Available at: http://www.agroatlas.ru.
2. Alcantara C., Kuemmerle T., Prishchepov A.V., Radeloff V.C. Mapping Abandoned Agriculture with Multi-temporal MODIS Satellite Data. Remote Sensing of Environment 124, 2012, 334–347.
3. Alexandrova V.D., Yurkovskaya T.K. Geobotanical Zoning of Non-black Soil Area of the European Part of the RSFSR, Komarov Botanical Institute, USSR Academy of Science, Leningrad, 1989, 62 p. (in Russian).
4. Baldock D., Beaufoy G., Selby A., Guiheneuf P.I., Manterola J.J. Farming at the Margins: Abandonment or Redeployment of Agricultural Land in Europe. IEEP and LEI-DLO, London, UK, 1996, 202 p.
5. Batjes N.H. Soil Data Resources for Land Suitability Assessment and Environmental Protection in Central and Eastern Europe: the 1:2,500,000 scale SOVEUR project. The Land, vol. 5, 2001, pp. 51–68.
6. Baumann M., Kuemmerle T., Elbakidze M., Ozdogan M., Radeloff V.C., Keuler N.S., Prishchepov A.V., Kruhlov I., Hostert P. Patterns and Drivers of Post-Socialist Farmland Abandonment in Western Ukraine. Land Use Policy, vol. 28, 2011, pp. 552–562.
7. Benjamin K., Bouchard A., Domon G. Abandoned Farmlands as Components of Rural Landscapes: an Analysis of Perceptions and Representations. Landscape and Urban Planning, vol. 83, 2007, pp. 228–244.
8. Bergen K.M., Zhao T., Kharuk V., Blam Y., Brown D.G., Peterson L.K., Miller N. Changing Regimes: Forested Land Cover Dynamics in Central Siberia 1974 to 2001. Photogrammetric Engineering and Remote Sensing, vol. 74, 2008, pp. 787–798.
9. Chevan A., Sutherland M. Hierarchical Partitioning. The American Statistician, vol. 45, 1991, pp. 90–96.
10. Chomitz K.M., Gray D. Roads, Lands Use, and Deforestation: a Spatial Model Applied to Belize. World Bank Economic Review, vol. 10, 1996, pp. 487–512.
11. DeLeo J. Receiver Operating Characteristic Laboratory ROCLAB: Software for Developing Decision Strategies that Account for Uncertainty. Proceedings of the Second International Symposium on Uncertainty, Modeling and Analysis, College Park, MD, USA, 1993, pp. 318–325.
12. Dubinin M., Potapov P., Lushchekina A., Radeloff V.C. Reconstructing Long Time Series of Burned Areas in Arid Grasslands of Southern Russia by Satellite Remote Sensing. Remote Sensing of Environment, vol.114, 2010, pp. 1638–1648.
13. Elbakidze M., Angelstam P. Implementing Sustainable Forest Management in Ukraine’s Carpathian Mountains: the Role of Traditional Village Systems. Forest Ecology and Management, vol. 249, 2007, pp. 28–38.
14. The World’s Next Breadbasket. Unleashing Eastern Europe and Central Asia’s agricultural potential. Media Centre of Food and Agriculture Organization of the United Nations, 2010. Available at: http://www.fao.org/news/story/en/item/46401/icode/.
15. Folch R. Encyclopedia of the Biosphere: Deciduous Forests, Gale Group, Detroit, Mi, USA, 2000, 438 p.
16. Fruhauf M., Keller T. Development of Land Use, Soil Degradation and Their Consequences for the Forest Steppe Zone of Bashkortostan. Basic and Applied Dryland Research, vol. 4, 2010, pp. 1–22.
17. Gataulina G.G. Small-grain Cereal Systems in the Soviet Union. Edited by C.J. Pearson. Field Crop Systems (Ecosystems of the World). Elsevier, Amsterdam, Netherlands, 1992, pp. 385–400.
18. Gellrich M., Baur P., Koch B., Zimmermann N.E. Agricultural Land Abandonment and Natural Forest Re-Growth in the Swiss Mountains: a Spatially Explicit Economic Analysis. Agriculture Ecosystems and Environment, vol. 118, 2007, pp. 93–108.
19. Agriculture in Russia. State Committee of Statistics of Russia, Moscow, Russia, 2000, 414 p. (in Russian).
20. National Economy of RSFSR in 1989. Annual Yearbook State Committee of Statistics of RSFSR, 1990, 692 p. (in Russian).
21. Grau H.R., Aide T.M., Zimmerman J.K., Thomlinson J.R., Helmer E., Zou X.M. The Ecological Consequences of Socioeconomic and Land-use Changes in Postagriculture Puerto Rico. Bioscience, vol. 53, 2003, pp. 1159–1168.
22. Grinfelde I., Mathijs E. Agricultural Land Abandonment in Latvia: an Econometric Analysis of Farmers’ Choice. Agricultural Economics Society Annual Conference, Imperial College, South Kensington, London, UK, 2004, pp. 1–24.
23. Hostert P., Kuemmerle T., Prishchepov A.V., Sieber A., Lambin E.F., Radeloff V.C. Rapid Land-Use Change after Socio-Economic Disturbances: the Collapse of the Soviet Union versus Chernobyl. Environmental Research Letters, vol. 6, 045201, 2011, 8 p.
24. Huber P.J. The Behavior of Maximum Likelihood Estimates under Nonstandard Conditions. Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability, Berkeley, CA, USA, 1967, pp. 221–233.
25. International Institute for Applied Systems Analysis (IIASA). Global Agro- Ecological Zones (Global-AEZ) CD-ROM FAO/IIASA2008, 2000. Available at: http://www.iiasa.ac.at/Research/LUC/GAEZ/index.htm.
26. Ioffe G., Nefedova T., Zaslavsky I.. The End of Peasantry? Disintegration of Rural Russia. University of Pittsburgh Press, Pittsburgh, PA, USA, 2006, 272 p.
27. Ioffe G., Nefedova T. Marginal Farmland in European Russia. Eurasian Geography and Economics, vol. 45, 2004, pp. 45–59.
28. Ioffe G., Nefedova T., Zaslavsky I. From Spatial Continuity to Fragmentation: the Case of Russian farming. Annals of Association of American Geographers, vol. 94, 2004, pp. 913–943.
29. Irwin E.G., Geoghegan J. Theory, Data, Methods: Developing Spatially Explicit Economic Models of Land Use Change. Agriculture Ecosystems and Environment, vol. 85, 2001, pp. 7–23.
30. Jasny N. Economic Geography of the USSR. Stanford University Press, Stanford, CA, USA, 1949, 837 p.
31. Kaimowitz D., Mertens B., Wunder S., Pacheco P. Hamburger Connection Fuels Amazon Destruction: Cattle Ranching and Deforestation in Brazil’s Amazon, 2004. Available at: http://www.cifor.cgiar.org/publications/pdf files/media/Amazon.pdf.
32. Karlsson A., Albrektson A., Forsgren A., Svensson L. An Analysis of Successful Natural Regeneration of Downy and Silver Birch on Abandoned Farmland in Sweden. Silva Fennica, vol. 32, 1998, pp. 229–240.
33. Kashtanov A.N., Gaydamaka E.I., Rozov D.I., Shashko D.I. The natural-agricultural zoning and use of the land Fund of the USSR. Edited by A.N. Kashtanov. Moscow, 1983, 336 p. (in Russian).
34. Kontorovich V. The Russian Health Crisis and the Economy. Communist and Post-Communist Studies, vol. 34, 2001, pp. 221–240.
35. Kristensen L.S., Thenail C., Kristensen S.P. Landscape Changes in Agrarian Landscapes in the 1990: the Interaction between Farmers and the Farmed Landscape.
36. A Case Study from Jutland, Denmark. Journal of Environmental Management, vol. 71, 2004, pp. 231–244.
37. Kuemmerle T., Hostert P., Radeloff V., van der Linden S., Perzanowski K., Kruhlov I.
38. Cross-Border Comparison of Post-Socialist Farmland Abandonment in the Carpathians. Ecosystems, vol. 11, 2008, pp. 614–628.
39. Lambin E.F., Meyfroidt P. Global Land-Use Change, Economic Globalization, and the Looming Land Scarcity. Proceedings of the National Academy of Sciences, vol.108, 2011, pp. 3465–3472.
40. Larsson S., Nilsson C. A Remote Sensing Methodology to Assess the Costs of Preparing Abandoned Farmland for Energy Crop Cultivation in Northern Sweden. Biomass and Bioenergy, vol. 28, 2005, pp. 1–6.
41. Lavrishchev A. Economic Geography of the USSR. Central Books Ltd., London, UK, 1969, 380 p.
42. Lerman Z., Csaki C., Feder G. Agriculture in Transition: Land Policies and Evolving Farm Structures in Post-Soviet Countries Lexington Books. Lanham, Boulder, New York, Toronto, Oxford, 2004, 254 p.
43. Lerman, Z., Shagaida, N. Land Olicies and Agricultural Land Markets in Russia. Land Use Policy, vol. 24, 2007, pp. 14–23.
44. Lyuri D .I., Goryachkin S.V., Karavaeva N.A., Denisenko E.A., Nefedova T.G. Dynamics of Agricultural Lands in Russia in the Twentieth Century and Postagrogenic Restoration of Vegetation and Soils. GEOS, Moscow, Russia, 2010, 416 p. (in Russian).
45. MacDonald D., Crabtree J.R., Wiesinger G., Dax T., Stamou N., Fleury P., Lazpita J.G.,
46. Gibon A. Agricultural Abandonment in Mountain Areas of Europe: Environmental Consequen-ces and Policy Response. Journal of Environmental Management, vol. 59, 2000, pp. 47–69.
47. Mac Nally R. Hierarchical Partitioning as an Interpretative Tool in Multivariate Inference. Australian Journal of Ecology, vol. 21, 1996, pp. 224–228.
48. Maddala G.S., Lahiri K. Introduction to Econometrics, 4th ed. Wiley, New York, NY, USA, 2006, 654 p.
49. Meyfroidt P., Lambin E.P. The Causes of the Reforestation in Vietnam. Land Use Policy, vol. 25, 2008, pp. 182–197.
50. Milanova E.V., Lioubimtseva E., Yu Tcherkashin P.A., Yanvareva L.F. Land Use/cover Change in Russia: Mapping and GIS. Land Use Policy, vol. 16, 1999, pp. 153–159.
51. Millington J., Perry G., Romero-Calcerrada R. Regression Techniques for Examining Land Use/Cover Change. A case study of a Mediterranean Landscape. Ecosystems, vol. 10, 2007, pp. 562–578.
52. Muller D., Kuemmerle T., Rusu M., Griffiths P. Lost in Transition: Determinants of Post-Socialist Cropland Abandonment in Romania. Journal of Land Use Science, vol. 4, 2009, pp. 109–129.
53. Muller D., Munroe D.K. Changing Rural Landscapes in Albania: Cropland Abandonment and Forest Clearing in the Postsocialist Transition. Annals of the Association of American Geographers, vol. 98, 2008, pp. 855–876.
54. Muller D., Munroe D.K. Tradeoffs Between Rural Development Policies and Forest Protection: Spatially-Explicit Modeling in the Central Highlands of Vietnam. Land Economics, vol. 81, 2005, pp. 412–425.
55. Muller D., Sikor T. Effects of Postsocialist Reforms on Land Cover And Land Use in South-Eastern Albania. Applied Geography, vol. 26, 2006, pp. 175–191.
56. Muller D., Zeller M. Land Use Dynamics in the Central Highlands of Vietnam: a Spatial Model Combining Village Survey Data with Satellite Imagery Interpretation. Agricultural Economics, vol. 27, 2002, pp. 333–354.
57. Novozhenina O., Baharev I., Mollicone D. Hard-hock. Gazeta.ru, 2009. Available at: http://www.gazeta.ru/business/2009/01/23/2928922.shtml. (In Russian).
58. Olson D.M., Dinerstein E., Wikramanayake E.D., Burgess N.l.D., Powell G.V.N., Underwood E.C., D’amico J.A., Itoua I., Strand H.E., Morrison J.C., Loucks C.J., Allnutt T.F., Ricketts T.H., Kura Y., Lamoreux J.F., Wettengel W.W., Hedao P., Kassem K.R.. Terrestrial Ecoregions of the World: a New Map of Life on Earth. BioScience, vol. 51, 2001, pp. 933–938.
59. Peterson U., Aunap R. Changes in Agricultural Land Use in Estonia in the 1990 Detected with Multitemporal Landsat MSS Imagery. Landscape & Urban Planning, vol. 41, 1998, pp. 193–201.
60. Pontius R.G., Schneider L.C., 2001. Land-Cover Change Model Validation by an ROC Method for the Ipswich Watershed, Massachusetts, USA. Agriculture, Ecosystems & Environment, vol. 85, pp. 239–248.
61. Prishchepov A.V., Radeloff V.C., Baumann M., Kuemmerle T., Muller D. Effects of Institutional Changes on Land Use: Agricultural Land Abandonment during the Transition from State-Command to Market-Driven Economies in Post-Soviet Eastern Europe. Environmental Research Letters, vol. 7, 2012, 024021.
62. Prishchepov A.V., Radeloff V.C., Baumann M., Kuemmerle T., Muller D. Effects of Institutional Changes on Land Use: Agricultural Land Abandonment during the Transition from State-Command to Market-Driven Economies in Post-Soviet Eastern Europe. Zemlya iz kosmosa – naibolee effektivnye resheniya – Earth from Space – the Most Effective Solutions, 2012, no. 14, pp. 7–14. (In Russian).
63. Prishchepov A.V., Radeloff V.C., Dubinin M., Alcantara C. The Effect of Landsat ETM/TM+ Image Acquisition Dates on Detection of Agricultural Land Abandonment in Eastern Europe. Remote Sensing of Environment. R Development Core Team, 2011, R: A Language and Environment for Statistical Computing. Vienna, Austria. Available at: http://www.R-project.org.
64. Regions of Russia. Socio-economic Indicators. Russian Federal Service of State Statistics, Moscow, Russia, 2002. Available at: http://www.gks.ru.
65. Sedik D., Trueblood M., Arnade C. Corporate Farm Performance in Russia, 1991–1995: an Efficiency Analysis. Journal of Comparative Economics, vol. 27, 1999, pp. 511–533.
66. Sileika A.S., Stalnacke P., Kutra S., Gaigalis K., Berankiene L. Temporal and Spatial Variation of Nutrient Levels in the Nemunas River (Lithuania and Belarus). Environmental Monitoring and Assessment, vol. 122, 2006, pp. 335–354.
67. Smelansky I. Biodiversity of Agricultural Lands in Russia: Current State and Trends. IUCN – The World Conservation Union. Moscow, 2003, 52 p.
68. Shkolnikov V., McKee M. Le. Changes in Life Expectancy in Russia in the mid-1990s. The Lancet, vol. 357, 2001, pp. 917–921.
69. Tilman D. Global Environmental Impacts of Agricultural Expansion: the Need for Sustainable and Efficient Practices. Proceedings of the National Academy of Sciences of the United States of America, vol. 96, 1999, pp. 5995–6000.
70. Trueblood M.A., Arnade C. Crop Yield Convergence: How Russia’s Yield Performance Has Compared to Global Yield Leaders. Comparative Economic Studies, vol. 43, 200159–81.
71. USGS, 2006. Shuttle Radar Topography Mission, 3 Arc Second SRTM Model Unfilled Unfinished 2.0. Global Land Cover Facility, University of Maryland, 2000, College Park, MA, USA, Available at: www.landcover.org.
72. Utkin A.I., Gulbe Y.I., Gulbe T.A., Ermolova L.S. Birch and Grey Alder Forests is Ecotone between Coniferous Forest Ecosystems and Agricultural Lands in the Central Region of the Russian Plain. Lesovedenie – Russian Forest Sciences, vol. 4, 2005, pp. 49–66 (in Russian).
73. Van Doorn A.M., Bakker M.M. The Destination of Arable Land in a Marginal Agricultural Landscape in South Portugal: an Exploration of Land Use Change Determinants. Landscape Ecology, vol. 22, 2007, pp. 1073–1087.
74. Van Eetvelde V., Antrop M. Analyzing Structural and Functional Changes of Traditional Landscapes – Two Examples from Southern France. Landscape and Urban Planning, vol. 67, 2004, pp. 79–95.
75. Vanwambeke S.O., Meyfroidt P., Nikodemus O. From USSR to EU: 20 years of Rural Landscape Changes in Vidzeme, Latvia. Landscape and Urban Planning, vol. 105, 2012, pp. 241–249.
76. Vitousek P.M., Mooney H.A., Lubchenco J., Melillo J.M. Human Domination of Earth’s Ecosystems. Science, vol. 277, 1997, pp. 494–499.
77. VTU GSh, 1989a. Military 1:100 000 Topographic Maps. Military-Topographic Department of the General Staff of the USSR, Moscow, USSR. (in Russian).
78. VTU GSh, 1989b. Military 1:500 000 Topographic Maps. Military-Topographic Department of the General Staff of the USSR, Moscow, USSR. (in Russian).
79. Vuichard N., Ciais P., Wolf A. Soil Carbon Sequestration or Biofuel Production: New Land-Use Opportunities for Mitigating Climate over Abandoned Soviet Farmlands. Environmental Science and Technology, vol. 43, 2009, pp. 8678–8683.
80. White H. Maximum Likelihood Estimation of Misspecified Models. Econometrica, vol. 50, 1982, pp. 1–25.
81. World Development Indicators. The World Bank Development Data Group, Washington, DC, USA, 2008. Available at: http://data.worldbank.org.
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