Analysing Data of the Integrated Administration and Control System (IACS) to Detect Patterns of Agricultural Land-Use Change at Municipality Level

Authors

  • Nicola Lüker-Jans Justus-Liebig-University Giessen, Division of Landscape Ecology and Landscape Planning, Heinrich-Buff-Ring 26-32, Giessen, D-35392, Germany
  • Dietmar Simmering Ingenieurbüro für Umweltplanung Dr. J. Karl, Staufenberger Straße 67, Staufenberg, D-35460, Germany
  • Annette Otte Justus-Liebig-University Giessen, Division of Landscape Ecology and Landscape Planning, Heinrich-Buff-Ring 26-32, Giessen, D-35392, Germany https://orcid.org/0000-0002-4583-9884

DOI:

https://doi.org/10.3097/LO.201648

Keywords:

Land-use data set, Identification of sub-regions, Cluster analysis, Classification, Agri-environmental schemes, Germany

Abstract

European landscapes have featured considerable changes towards intensification and marginalisation. These major trends are expected to continue in the future. Besides, the cultivation of bioenergy crops has become an important factor in agricultural land use. A thorough understanding of land-use processes for management purposes is needed. In this study, the spatial and temporal pattern of agricultural land use and land-use change was classified at the scale of municipalities from 2005 to 2010. The study region was the German federal state Hesse. By using data of the Integrated Administration and Control System (IACS) of the European Union and with the help of k-means cluster analysis, five types of agricultural land-use patterns and dynamics (TLPDs) were detected. These TLPDs represent different sub-regions. Sub-regions with favourable physical conditions for cultivation are dominated by arable land. A progressive land-use change occurred by conversion of grassland to arable land. In sub-regions, where physical conditions are rather unfavourable, especially in mountainous areas, grassland is the predominant land use. But on the remaining arable land, there is a slight change in favour of maize. The knowledge of sub-regions with spatially and temporally different agricultural land use could be utilised to develop land management instruments like site-specific agri-environmental schemes.

References

Antrop, M. (2005). Why landscapes of the past are important for the future. Landscape and Urban Planning, 70(1-2), 21-34. doi:10.1016/j.landurbplan.2003.10.002

Bender, O., Boehmer, H. J., Jens, D., & Schumacher, K. P. (2005). Using GIS to analyse long-term cultural landscape change in southern germany. Landscape and Urban Planning, 70(1-2), 111-125. doi:10.1016/j.landurbplan.2003.10.008

Bieling, C., Plieninger, T., & Schaich, H. (2013). Patterns and causes of land change: Empirical results and conceptual considerations derived from a case study in the swabian alb, germany. Land use Policy, 35, 192-203. doi:10.1016/j.landusepol.2013.05.012

Bruns, D., Ipsen, D., & Bohnet, I. (2000). Landscape dynamics in germany. Landscape and Urban Planning, 47(3-4), 143-158. doi:10.1016/S0169-2046(99)00083-3

Bundesamt für Kartographie und Geodäsie. (2011). Verwaltungsgebiete 1:250.000 (administration units 1:250,000). Verwaltungsgebiete 1:250.000 (Administration Units 1:250,000),

Bürgi, M., Hersperger, A. M., & Schneeberger, N. (2005). Driving forces of landscape change - current and new directions. Landscape Ecology, 19(8), 857-868. doi:10.1007/s10980-004-0245-8

Chiron, F., Princé, K., Paracchini, M. L., Bulgheroni, C., & Jiguet, F. (2013). Forecasting the potential impacts of CAP-associated land use changes on farmland birds at the national level. Agriculture, Ecosystems and Environment, 176, 17-23. doi:10.1016/j.agee.2013.05.018

Corbelle-Rico, E., Crecente-Maseda, R., & Santé-Riveira, I. (2012). Multi-scale assessment and spatial modelling of agricultural land abandonment in a european peripheral region: Galicia (spain), 1956-2004. Land use Policy, 29(3), 493-501. doi:10.1016/j.landusepol.2011.08.008

Cousins, S. A. O., & Eriksson, O. (2002). The influence of management history and habitat on plant species richness in a rural hemiboreal landscape, sweden. Landscape Ecology, 17(6), 517-529. doi:10.1023/A:1021400513256

de Chazal, J., & Rounsevell, M. D. A. (2009). Land-use and climate change within assessments of biodiversity change: A review. Global Environmental Change, 19(2), 306-315. doi:10.1016/j.gloenvcha.2008.09.007

de Longueville, F., Tychon, B., Leteinturier, B., & Ozer, P. (2007). An approach to optimise the establishment of grassy headlands in the belgian walloon region: A tool for agri-environmental schemes. Land use Policy, 24(2), 443-450. doi:10.1016/j.landusepol.2006.05.008

DEUTSCHER BAUERNVERBAND. (2012). Situationsbericht 2012/13,

Erjavec, K., & Erjavec, E. (2015). 'Greening the CAP' - just a fashionable justification? A discourse analysis of the 2014-2020 CAP reform documents. Food Policy, 51, 53-62. doi:10.1016/j.foodpol.2014.12.006

Fjellstad, W. J., & Dramstad, W. E. (1999). Patterns of change in two contrasting norwegian agricultural landscapes. Landscape and Urban Planning, 45(4), 177-191. doi:10.1016/S0169-2046(99)00055-9

Flanagan, A. M., & Cerrato, R. M. (2015). An approach for quantifying the efficacy of ecological classification schemes as management tools. Continental Shelf Research, 109, 55-66. doi:10.1016/j.csr.2015.08.023

Gallant, A. L., Loveland, T. R., Sohl, T. L., & Napton, D. E. (2004). Using an ecoregion framework to analyze land-cover and land-use dynamics. Environmental Management, 34 Suppl 1, S89-110. doi:10.1007/s00267-003-0145-3

Gellrich, M., & Zimmermann, N. E. (2007). Investigating the regional-scale pattern of agricultural land abandonment in the swiss mountains: A spatial statistical modelling approach. Landscape and Urban Planning, 79(1), 65-76. doi:10.1016/j.landurbplan.2006.03.004

Gumienna, M., Szwengiel, A., Lasik, M., Szambelan, K., Majchrzycki, D., Adamczyk, J., . . . Czarnecki, Z. (2016). Effect of corn grain variety on the bioethanol production efficiency. Fuel, 164, 386-392. doi:10.1016/j.fuel.2015.10.033

Hampicke, U. (2013). Agricultural conservation measures - suggestions for their improvement. German Journal of Agricultural Economics, 62(3), 203-214.

Harrach, T. (2005). Die naturräumliche gliederung und naturraumtypen hessens (biogeographical classification of hesse) deutsche bodenkundliche gesellschaft. Die Naturräumliche Gliederung Und Naturraumtypen Hessens (Biogeographical Classification of Hesse), 105, 27-30.

Hartigan, J. A. (1975). Clustering Algorithms,

Hartigan, J. A., & Wong, M. A. (1979). A k-means clustering algorithm. Applied Statistics, 28, 100-108.

Harvolk, S., Kornatz, P., Otte, A., & Simmering, D. (2014). Using existing landscape data to assess the ecological potential of miscanthus cultivation in a marginal landscape. GCB Bioenergy, 6(3), 227-241. doi:10.1111/gcbb.12078

Hastie, T., Tibshirani, R., & Friedman, J. (2001). The Elements of Statistical Learning: Data Mining, Inference, and Prediction,

Heißenhuber, A., & Krämer, C. (2011). Analyse agrar-und umweltpolitischer maβnahmen bezüglich ihrer auswirkungen auf die agrobiodiversität (analysis of agricultural and environmental political measures regarding their impact on agricultural biodiversity). Neue Wege Zur Erhaltung Und Nachhaltigen Nutzung Der Agrobiodiversität-Effektivität Und Perspektiven Von Fördermaβnahmen Im Agrarbereich, , 22-37.

Hietel, E., Waldhardt, R., & Otte, A. (2004). Analysing land-cover changes in relation to environmental variables in hesse, germany. Landscape Ecology, 19(5), 473-489. doi:10.1023/B:LAND.0000036138.82213.80

Hietel, E., Waldhardt, R., & Otte, A. (2005). Linking socio-economic factors, environment and land cover in the german highlands, 1945-1999. Journal of Environmental Management, 75(2), 133-143. doi:10.1016/j.jenvman.2004.11.022

Hietel, E., Waldhardt, R., & Otte, A. (2007). Statistical modeling of land-cover changes based on key socio-economic indicators. Ecological Economics, 62(3-4), 496-507. doi:10.1016/j.ecolecon.2006.07.011

Janišová, M., Michalcová, D., Bacaro, G., & Ghisla, A. (2014). Landscape effects on diversity of semi-natural grasslands. Agriculture, Ecosystems and Environment, 182, 47-58. doi:10.1016/j.agee.2013.05.022

Jansen, L. J. M., & Gregorio, A. D. (2002). Parametric land cover and land-use classifications as tools for environmental change detection. Agriculture, Ecosystems and Environment, 91(1-3), 89-100. doi:10.1016/S0167-8809(01)00243-2

Jongman, R. H. G. (2002). Homogenisation and fragmentation of the european landscape: Ecological consequences and solutions. Landscape and Urban Planning, 58(2-4), 211-221. doi:10.1016/S0169-2046(01)00222-5

Jungmann, W. W., & Brückner, H. (2005). Die geologisch-geomorphologischen grundlagen hessens (geologic-geomorphic basics of hesse). Deutsche Bodenkundliche Gesellschaft.Exkursionsführer Band, 105, 7-11.

Kandziora, M., Dörnhöfer, K., Oppelt, N., & Müller, F. (2014). Detecting land use and land cover changes in northern german agricultural landscapes to assess ecosystem service dynamics. Landscape Online, 35(1), 1-24. doi:10.3097/LO.201435

Kantelhardt, J., Osinski, E., & Heissenhuber, A. (2003). Is there a reliable correlation between hedgerow density and agricultural site conditions? Agriculture, Ecosystems and Environment, 98(1-3), 517-527. doi:10.1016/S0167-8809(03)00110-5

Keenleyside, C., Baldock, D., Hjerp, P., & Swales, V. (2009). International perspectives on future land use. Land use Policy, 26(SUPPL. 1), S14-S29. doi:10.1016/j.landusepol.2009.08.030

Klausing, O. (1988). Die Naturräume Hessens Mit Einer Karte Der Naturräumlichen Gliederung 1:200.000,

Klug, H., & Jenewein, P. (2010). Spatial modelling of agrarian subsidy payments as an input for evaluating changes of ecosystem services. Ecological Complexity, 7(3), 368-377. doi:10.1016/j.ecocom.2009.12.005

Kovács-Hostyánszki, A., & Báldi, A. (2012). Set-aside fields in agri-environment schemes can replace the market-driven abolishment of fallows. Biological Conservation, 152, 196-203. doi:10.1016/j.biocon.2012.03.039

Lambin, E. F., Rounsevell, M. D. A., & Geist, H. J. (2000). Are agricultural land-use models able to predict changes in land-use intensity? Agriculture, Ecosystems and Environment, 82(1-3), 321-331. doi:10.1016/S0167-8809(00)00235-8

Lambin, E. F., Turner, B. L., Geist, H. J., Agbola, S. B., Angelsen, A., Bruce, J. W., . . . Xu, J. (2001). The causes of land-use and land-cover change: Moving beyond the myths. Global Environmental Change, 11(4), 261-269. doi:10.1016/S0959-3780(01)00007-3

Landwirtschaft und Verbraucherschutz. (2011). Landwirtschaft in hessen. zahlen und fakten 2011 (agriculture in hesse 2011). Landwirtschaft in Hessen.Zahlen Und Fakten 2011 (Agriculture in Hesse 2011),

Lupp, G., Steinhäußer, R., Starick, A., Gies, M., Bastian, O., & Albrecht, J. (2014). Forcing germany's renewable energy targets by increased energy crop production: A challenge for regulation to secure sustainable land use practices. Land use Policy, 36, 296-306. doi:10.1016/j.landusepol.2013.08.012

MacDonald, D., Crabtree, J. R., Wiesinger, G., Dax, T., Stamou, N., Fleury, P., . . . Gibon, A. (2000). Agricultural abandonment in mountain areas of europe: Environmental consequences and policy response. Journal of Environmental Management, 59(1), 47-69. doi:10.1006/jema.1999.0335

MacQueen, J. (1967). Some methods for classification and analysis of multivariate observations. Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability, 1, 281-297.

Marcucci, D. J. (2000). Landscape history as a planning tool. Landscape and Urban Planning, 49(1-2), 67-81. doi:10.1016/S0169-2046(00)00054-2

Meeus, J. H. A. (1995). Pan-european landscapes. Landscape and Urban Planning, 31(1-3), 57-79. doi:10.1016/0169-2046(94)01036-8

Mendoza, M. E., Granados, E. L., Geneletti, D., Pérez-Salicrup, D. R., & Salinas, V. (2011). Analysing land cover and land use change processes at watershed level: A multitemporal study in the lake cuitzeo watershed, mexico (1975-2003). Applied Geography, 31(1), 237-250. doi:10.1016/j.apgeog.2010.05.010

Meynen, E., Schmithüsen, J., Gellert, J. F., Neef, E., Müller-Miny, H., & Schultze, J. H. (1962). Handbuch Der Naturräumlichen Gliederung Deutschlands,

Mollenhauer, K. (2005). Das klima in hessen und im rheinland-pfälzischen rheinhessen (climate in hesse). Deutsche Bodenkundliche Gesellschaft.Exkursionsführer Band, 105, 12-16.

Nitsch, H., Osterburg, B., Roggendorf, W., & Laggner, B. (2012). Cross compliance and the protection of grassland - illustrative analyses of land use transitions between permanent grassland and arable land in german regions. Land use Policy, 29(2), 440-448. doi:10.1016/j.landusepol.2011.09.001

Paloma, S. G. Y., Ciaian, P., Cristoiu, A., & Sammeth, F. (2013). The future of agriculture. prospective scenarios and modelling approaches for policy analysis. Land use Policy, 31, 102-113. doi:10.1016/j.landusepol.2011.12.005

Pan, D., Domon, G., De Blois, S., & Bouchard, A. (1999). Temporal (1958-1993) and spatial patterns of land use changes in haut-saint-laurent (quebec, canada) and their relation to landscape physical attributes. Landscape Ecology, 14(1), 35-52. doi:10.1023/A:1008022028804

Pesch, R., Schmidt, G., Schroeder, W., & Weustermann, I. (2011). Application of CART in ecological landscape mapping: Two case studies. Ecological Indicators, 11(1), 115-122. doi:10.1016/j.ecolind.2009.07.003

Petit, C. C., & Lambin, E. F. (2002). Long-term land-cover changes in the belgian ardennes (1775-1929): Model-based reconstruction vs. historical maps. Global Change Biology, 8(7), 616-630. doi:10.1046/j.1365-2486.2002.00500.x

Pinter, M., & Kirner, L. (2014). Strategies of disadvantaged mountain dairy farmers as indicators of agricultural structural change: A case study of murau, austria. Land use Policy, 38, 441-453. doi:10.1016/j.landusepol.2013.12.007

Pletsch, A. (1989). Hessen.Bundesrepublik Deutschland Und Berlin (West),

Plieninger, T., Bieling, C., Ohnesorge, B., Schaich, H., Schleyer, C., & Wolff, F. (2013). Exploring futures of ecosystem services in cultural landscapes through participatory scenario development in the swabian alb, germany. Ecology and Society, 18(3) doi:10.5751/ES-05802-180339

Potashev, K., Sharonova, N., & Breus, I. (2014). The use of cluster analysis for plant grouping by their tolerance to soil contamination with hydrocarbons at the germination stage. Science of the Total Environment, 485-486(1), 71-82. doi:10.1016/j.scitotenv.2014.03.067

Reger, B., Mattern, T., Otte, A., & Waldhardt, R. (2009). Assessing the spatial distribution of grassland age in a marginal european landscape. Journal of Environmental Management, 90(9), 2900-2909. doi:10.1016/j.jenvman.2007.10.015

Reger, B., Otte, A., & Waldhardt, R. (2007). Identifying patterns of land-cover change and their physical attributes in a marginal european landscape. Landscape and Urban Planning, 81(1-2), 104-113. doi:10.1016/j.landurbplan.2006.10.018

Reger, B., Sheridan, P., Simmering, D., Otte, A., & Waldhardt, R. (2009). Potential effects of direct transfer payments on farmland habitat diversity in a marginal european landscape. Environmental Management, 43(6), 1026-1038. doi:10.1007/s00267-008-9270-8

Reidsma, P., Tekelenburg, T., Van Den Berg, M., & Alkemade, R. (2006). Impacts of land-use change on biodiversity: An assessment of agricultural biodiversity in the european union. Agriculture, Ecosystems and Environment, 114(1), 86-102. doi:10.1016/j.agee.2005.11.026

Rizzo, D., Martin, L., & Wohlfahrt, J. (2014). Miscanthus spatial location as seen by farmers: Amachine learning approach to model real criteria. Biomass and Bioenergy, 66, 348-363. doi:10.1016/j.biombioe.2014.02.035

Rounsevell, M. D. A., Annetts, J. E., Audsley, E., Mayr, T., & Reginster, I. (2003). Modelling the spatial distribution of agricultural land use at the regional scale. Agriculture, Ecosystems and Environment, 95(2-3), 465-479. doi:10.1016/S0167-8809(02)00217-7

Rounsevell, M. D. A., Ewert, F., Reginster, I., Leemans, R., & Carter, T. R. (2005). Future scenarios of european agricultural land use: II. projecting changes in cropland and grassland. Agriculture, Ecosystems and Environment, 107(2-3), 117-135. doi:10.1016/j.agee.2004.12.002

Rounsevell, M. D. A., Reginster, I., Araújo, M. B., Carter, T. R., Dendoncker, N., Ewert, F., . . . Tuck, G. (2006). A coherent set of future land use change scenarios for europe. Agriculture, Ecosystems and Environment, 114(1), 57-68. doi:10.1016/j.agee.2005.11.027

Rudmann-Maurer, K., Weyand, A., Fischer, M., & Stöcklin, J. (2008). The role of landuse and natural determinants for grassland vegetation composition in the swiss alps. Basic and Applied Ecology, 9(5), 494-503. doi:10.1016/j.baae.2007.08.005

Rudolf, M., & Kulisch, W. (2008). Biostatistik,

Sabel, K. -. (2005). Die bodenlandschaften hessens (soil landscapes of hesse). Die Bodenlandschaften Hessens (Soil Landscapes of Hesse), 105, 21-26.

Sagris, V., Wojda, P., Milenov, P., & Devos, W. (2013). The harmonised data model for assessing land parcel identification systems compliance with requirements of direct aid and agri-environmental schemes of the CAP. Journal of Environmental Management, 118, 40-48. doi:10.1016/j.jenvman.2012.12.019

LO.201648

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Published

22.03.2016

How to Cite

Lüker-Jans, N., Simmering, D., & Otte, A. (2016). Analysing Data of the Integrated Administration and Control System (IACS) to Detect Patterns of Agricultural Land-Use Change at Municipality Level. Landscape Online, 48. https://doi.org/10.3097/LO.201648

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Research Article