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Volumn 102, Issue , 2014, Pages 51-63

Modeling the spatial distribution of crop sequences at a large regional scale using land-cover survey data: A case from France

Author keywords

Agricultural land use; Crop sequences; Cropping patterns; Cropping systems; Hidden Markov models; Teruti survey

Indexed keywords

DATA MINING; ENVIRONMENTAL IMPACT; HIDDEN MARKOV MODELS; LAND USE; SPATIAL DISTRIBUTION; SURVEYS; TOOLS;

EID: 84893571707     PISSN: 01681699     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compag.2014.01.010     Document Type: Article
Times cited : (47)

References (48)
  • 1
    • 84893561207 scopus 로고    scopus 로고
    • L'utilisation du territoire en 2004 - Nouvelle série 1992 à 2004 Agriculture no. 169, Paris
    • Agreste, 2004. L'utilisation du territoire en 2004 - Nouvelle série 1992 à 2004 Agriculture no. 169, Paris, 83 p.
    • (2004) , pp. 83
    • Agreste1
  • 2
    • 84893520855 scopus 로고    scopus 로고
    • Grandes cultures-Alternance des cultures, Agreste les Dossiers n° 8
    • <>.
    • Agreste, 2010. Grandes cultures-Alternance des cultures, Agreste les Dossiers n° 8, 37 p. <>. http://www.agreste.agriculture.%20gouv.fr/IMG/file/%20dossier8_%20cultures_alternance.pdf.
    • (2010) , pp. 37
    • Agreste1
  • 3
    • 79957574636 scopus 로고    scopus 로고
    • Generating crop sequences in land-use models using maximum entropy and Markov chains
    • Aurbacher J., Dabbert S. Generating crop sequences in land-use models using maximum entropy and Markov chains. Agric. Syst. 2011, 104:470-479.
    • (2011) Agric. Syst. , vol.104 , pp. 470-479
    • Aurbacher, J.1    Dabbert, S.2
  • 4
    • 26444570872 scopus 로고    scopus 로고
    • Nitrate leaching in intensive agriculture in Northern France: effect of farming practices, soils and crop rotations
    • Beaudoin N., Saad J., Van Laethem C., Machet J., Maucorps J., Mary B. Nitrate leaching in intensive agriculture in Northern France: effect of farming practices, soils and crop rotations. Agric. Ecosyst. Environ. 2005, 111:292-310.
    • (2005) Agric. Ecosyst. Environ. , vol.111 , pp. 292-310
    • Beaudoin, N.1    Saad, J.2    Van Laethem, C.3    Machet, J.4    Maucorps, J.5    Mary, B.6
  • 5
    • 84873322394 scopus 로고    scopus 로고
    • clValid: Validation of Clustering Results.
    • R package version 0.6-4.
    • Brock, G., Pihur, V., Datta, S., Datta, S., 2011. clValid: Validation of Clustering Results. R package version 0.6-4.
    • (2011)
    • Brock, G.1    Pihur, V.2    Datta, S.3    Datta, S.4
  • 6
    • 84870666272 scopus 로고    scopus 로고
    • Classifying multiyear agricultural land use data from Mato Grosso using time-series MODIS vegetation index data
    • Brown J.C., Kastens J.H., Coutinho A.C., Victoria D.d.C., Bishop C.R. Classifying multiyear agricultural land use data from Mato Grosso using time-series MODIS vegetation index data. Remote Sens. Environ. 2013, 130:39-50.
    • (2013) Remote Sens. Environ. , vol.130 , pp. 39-50
    • Brown, J.C.1    Kastens, J.H.2    Coutinho, A.C.3    Victoria, D.4    Bishop, C.R.5
  • 8
    • 0038712095 scopus 로고    scopus 로고
    • ROTAT, a tool for systematically generating crop rotations
    • Dogliotti S., Rossing W.A.H., van Ittersum M.K. ROTAT, a tool for systematically generating crop rotations. Eur. J. Agron. 2003, 19:239-250.
    • (2003) Eur. J. Agron. , vol.19 , pp. 239-250
    • Dogliotti, S.1    Rossing, W.A.H.2    van Ittersum, M.K.3
  • 9
    • 84893590358 scopus 로고    scopus 로고
    • Results on EU land ocver and use published for the first time, Land Use/Cover Area frame Survey
    • Eurostat, <>.
    • Eurostat, 2010. Results on EU land ocver and use published for the first time, Land Use/Cover Area frame Survey, 4 p. <>. http://epp.eurostat.ec.europa.eu/cache/ITY_PUBLIC/5-04102010-BP/EN/5-04102010-BP%20EN.PDF.
    • (2010) , pp. 4
  • 10
    • 84893596344 scopus 로고    scopus 로고
    • Land-use resources domain in FAOSTAT. Food and Agriculture Organization of the United Nations
    • Rome, Italy. <> (accessed 24.05.12).
    • FAOSTAT, 2011. Land-use resources domain in FAOSTAT. Food and Agriculture Organization of the United Nations, Rome, Italy. <> (accessed 24.05.12). http://www.faostat.fao.org/site/377/DesktopDefault.aspx?PageID=377#ancor.
    • (2011)
  • 11
    • 84856597934 scopus 로고    scopus 로고
    • Impact of farming on water resources: assessing uncertainty with Monte Carlo simulations in a global change context
    • Graveline N., Loubier S., Gleyses G., Rinaudo J.D. Impact of farming on water resources: assessing uncertainty with Monte Carlo simulations in a global change context. Agric. Syst. 2012, 108:29-41.
    • (2012) Agric. Syst. , vol.108 , pp. 29-41
    • Graveline, N.1    Loubier, S.2    Gleyses, G.3    Rinaudo, J.D.4
  • 14
    • 46749123511 scopus 로고    scopus 로고
    • Crop patterns and habitat preferences of the grey partridge farmland bird
    • Joannon A., Bro E., Thenail C., Baudry J. Crop patterns and habitat preferences of the grey partridge farmland bird. Agron. Sust. Dev. 2008, 28:379-387.
    • (2008) Agron. Sust. Dev. , vol.28 , pp. 379-387
    • Joannon, A.1    Bro, E.2    Thenail, C.3    Baudry, J.4
  • 15
    • 84857656430 scopus 로고    scopus 로고
    • Selecting the number of components in principal component analysis using cross-validation approximations
    • Josse J., Husson F. Selecting the number of components in principal component analysis using cross-validation approximations. Comput. Stat. Data Anal. 2012, 56:1869-1879.
    • (2012) Comput. Stat. Data Anal. , vol.56 , pp. 1869-1879
    • Josse, J.1    Husson, F.2
  • 16
    • 0344845341 scopus 로고    scopus 로고
    • Development and allocation of land-use scenarios in agriculture for hydrological impact studies
    • Klöcking B., Strobl B., Knoblauch S., Maier U., Pfutzner B., Gericke A. Development and allocation of land-use scenarios in agriculture for hydrological impact studies. Phys. Chem. Earth 2003, 28:1311-1321.
    • (2003) Phys. Chem. Earth , vol.28 , pp. 1311-1321
    • Klöcking, B.1    Strobl, B.2    Knoblauch, S.3    Maier, U.4    Pfutzner, B.5    Gericke, A.6
  • 17
    • 0033673631 scopus 로고    scopus 로고
    • Are agricultural land-use models able to predict changes in land-use intensity?
    • Lambin E.F., Rounsevell M.D.A., Geist H.J. Are agricultural land-use models able to predict changes in land-use intensity?. Agric. Ecosyst. Environ. 2000, 82:321-331.
    • (2000) Agric. Ecosyst. Environ. , vol.82 , pp. 321-331
    • Lambin, E.F.1    Rounsevell, M.D.A.2    Geist, H.J.3
  • 18
    • 77952742741 scopus 로고    scopus 로고
    • Landscape regularity modelling for environmental challenges in agriculture
    • Lazrak E.G., Mari J.F., Benoît M. Landscape regularity modelling for environmental challenges in agriculture. Landsc. Ecol. 2010, 25:169-183.
    • (2010) Landsc. Ecol. , vol.25 , pp. 169-183
    • Lazrak, E.G.1    Mari, J.F.2    Benoît, M.3
  • 19
    • 28444476895 scopus 로고    scopus 로고
    • Studying crop sequences with CARROTAGE, a HMM-based data mining software
    • Le Ber F., Benoit M., Schott C., Mari J.F., Mignolet C. Studying crop sequences with CARROTAGE, a HMM-based data mining software. Ecol. Model. 2006, 191:170-185.
    • (2006) Ecol. Model. , vol.191 , pp. 170-185
    • Le Ber, F.1    Benoit, M.2    Schott, C.3    Mari, J.F.4    Mignolet, C.5
  • 20
    • 46749110034 scopus 로고    scopus 로고
    • FactoMineR: an R package for multivariate analysis
    • Lê S., Josse J., Husson F. FactoMineR: an R package for multivariate analysis. J. Stat. Softw. 2008, 25:1-18.
    • (2008) J. Stat. Softw. , vol.25 , pp. 1-18
    • Lê, S.1    Josse, J.2    Husson, F.3
  • 23
    • 28444477063 scopus 로고
    • De la photographie aérienne à la production de blé
    • AGRESTE, la statistique agricole (5).
    • Ledoux, M., Thomas, S., 1992. De la photographie aérienne à la production de blé, AGRESTE, la statistique agricole (5).
    • (1992)
    • Ledoux, M.1    Thomas, S.2
  • 25
    • 31144440845 scopus 로고    scopus 로고
    • Temporal and spatial data mining with second-order hidden markov models
    • Mari J.F., Le Ber F. Temporal and spatial data mining with second-order hidden markov models. Soft. Comput. 2006, 10:406-414.
    • (2006) Soft. Comput. , vol.10 , pp. 406-414
    • Mari, J.F.1    Le Ber, F.2
  • 27
    • 23744451536 scopus 로고    scopus 로고
    • Mapping multi-year cropping patterns in small irrigation districts from time-series analysis of Landsat TM images
    • Martínez-Casasnovas J.A., Martín-Montero A., Auxiliadora Casterad M. Mapping multi-year cropping patterns in small irrigation districts from time-series analysis of Landsat TM images. Eur. J. Agron. 2005, 23:159-169.
    • (2005) Eur. J. Agron. , vol.23 , pp. 159-169
    • Martínez-Casasnovas, J.A.1    Martín-Montero, A.2    Auxiliadora Casterad, M.3
  • 29
    • 84863395027 scopus 로고    scopus 로고
    • Sequence effects among crops on alluvial-derived soil compared with those on glacial till-derived soil in the northern Great Plains, USA
    • Merrill S.D., Tanaka D.L., Liebig M.A., Krupinsky J.M., Hanson J.D., Anderson R.L. Sequence effects among crops on alluvial-derived soil compared with those on glacial till-derived soil in the northern Great Plains, USA. Agric. Syst. 2012, 107:1-12.
    • (2012) Agric. Syst. , vol.107 , pp. 1-12
    • Merrill, S.D.1    Tanaka, D.L.2    Liebig, M.A.3    Krupinsky, J.M.4    Hanson, J.D.5    Anderson, R.L.6
  • 30
    • 33947125021 scopus 로고    scopus 로고
    • Spatial dynamics of farming practices in the Seine basin: methods for agronomic approaches on a regional scale
    • Mignolet C., Schott C., Benoit M. Spatial dynamics of farming practices in the Seine basin: methods for agronomic approaches on a regional scale. Sci. Total Environ. 2007, 375:13-32.
    • (2007) Sci. Total Environ. , vol.375 , pp. 13-32
    • Mignolet, C.1    Schott, C.2    Benoit, M.3
  • 31
    • 69049105494 scopus 로고    scopus 로고
    • After 10,000 Years of Agriculture, Whither Agronomy?
    • Miller F.P. After 10,000 Years of Agriculture, Whither Agronomy?. Agron. J. 2008, 100:22-34.
    • (2008) Agron. J. , vol.100 , pp. 22-34
    • Miller, F.P.1
  • 32
    • 0345446515 scopus 로고    scopus 로고
    • Cropping systems in Eastern Europe: past, present, and future
    • The Hawworth Press Inc., New York, A. Shrestha (Ed.)
    • Molnar I. Cropping systems in Eastern Europe: past, present, and future. Cropping Systems: Trends and Advances 2003, 623-647. The Hawworth Press Inc., New York. A. Shrestha (Ed.).
    • (2003) Cropping Systems: Trends and Advances , pp. 623-647
    • Molnar, I.1
  • 33
    • 84893597186 scopus 로고    scopus 로고
    • Environmental impacts of different crop rotations in the European Union
    • Paris, <>.
    • Mudgal, S., Lavelle, P., 2010. Environmental impacts of different crop rotations in the European Union, Paris, 149 p. <>. http://www.ec.europa.eu/environment/agriculture/pdf/BIO_crop_rotations%20final%20report_rev%20%20executive%20summary_.pdf.
    • (2010) , pp. 149
    • Mudgal, S.1    Lavelle, P.2
  • 35
    • 84872462352 scopus 로고    scopus 로고
    • Evidence for increased monoculture cropping in the Central United States
    • Plourde J.D., Pijanowski B.C., Pekin B.K. Evidence for increased monoculture cropping in the Central United States. Agric. Ecosyst. Environ. 2013, 165:50-59.
    • (2013) Agric. Ecosyst. Environ. , vol.165 , pp. 50-59
    • Plourde, J.D.1    Pijanowski, B.C.2    Pekin, B.K.3
  • 36
    • 84863304598 scopus 로고    scopus 로고
    • R: A language and environment for statistical computing.
    • R Core Team, R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0. <>.
    • R Core Team, 2012. R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0. .
    • (2012)
  • 37
    • 84893541148 scopus 로고    scopus 로고
    • Le Recensement Général de l'Agriculture de 1955, une référence pour les géographes ?
    • Richard-Schott F. Le Recensement Général de l'Agriculture de 1955, une référence pour les géographes ?. Géocarrefour 2009, 84:271-279.
    • (2009) Géocarrefour , vol.84 , pp. 271-279
    • Richard-Schott, F.1
  • 39
    • 62749084924 scopus 로고    scopus 로고
    • Impact of selected agricultural management options on the reduction of nitrogen loads in three representative meso scale catchments in Central Germany
    • Rode M., Thiel E., Franko U., Wenk G., Hesser F. Impact of selected agricultural management options on the reduction of nitrogen loads in three representative meso scale catchments in Central Germany. Sci. Total Environ. 2009, 407:3459-3472.
    • (2009) Sci. Total Environ. , vol.407 , pp. 3459-3472
    • Rode, M.1    Thiel, E.2    Franko, U.3    Wenk, G.4    Hesser, F.5
  • 41
    • 84855660177 scopus 로고    scopus 로고
    • Modelling spatial dynamics of cropping systems to assess agricultural practices at the catchment scale
    • Salmon-Monviola J., Durand P., Ferchaud F., Oehler F., Sorel L. Modelling spatial dynamics of cropping systems to assess agricultural practices at the catchment scale. Comput. Electron. Agric. 2012, 81:1-13.
    • (2012) Comput. Electron. Agric. , vol.81 , pp. 1-13
    • Salmon-Monviola, J.1    Durand, P.2    Ferchaud, F.3    Oehler, F.4    Sorel, L.5
  • 42
    • 48349096054 scopus 로고    scopus 로고
    • Uncertainties in large-scale analysis of agricultural land use - A case study for simulation of nitrate leaching
    • Schmidt T.G., Franko U., Meissner R. Uncertainties in large-scale analysis of agricultural land use - A case study for simulation of nitrate leaching. Ecol. Model. 2008, 217:174-180.
    • (2008) Ecol. Model. , vol.217 , pp. 174-180
    • Schmidt, T.G.1    Franko, U.2    Meissner, R.3
  • 43
    • 79953742753 scopus 로고    scopus 로고
    • Crop Rota - a crop rotation model to support integrated land use assessments
    • Schönhart M., Schmid E., Schneider U.A. Crop Rota - a crop rotation model to support integrated land use assessments. Eur. J. Agron. 2011, 34:263-277.
    • (2011) Eur. J. Agron. , vol.34 , pp. 263-277
    • Schönhart, M.1    Schmid, E.2    Schneider, U.A.3
  • 44
    • 79151471388 scopus 로고    scopus 로고
    • Mapping and modelling of changes in agricultural intensity in Europe
    • Temme A.J.A.M., Verburg P.H. Mapping and modelling of changes in agricultural intensity in Europe. Agric. Ecosyst. Environ. 2011, 140:46-56.
    • (2011) Agric. Ecosyst. Environ. , vol.140 , pp. 46-56
    • Temme, A.J.A.M.1    Verburg, P.H.2
  • 46
    • 34247523027 scopus 로고    scopus 로고
    • Analysis of time-series MODIS 250 m vegetation index data for crop classification in the US Central Great Plains
    • Wardlow B.D., Egbert S.L., Kastens J.H. Analysis of time-series MODIS 250 m vegetation index data for crop classification in the US Central Great Plains. Remote Sens. Environ. 2007, 108:290-310.
    • (2007) Remote Sens. Environ. , vol.108 , pp. 290-310
    • Wardlow, B.D.1    Egbert, S.L.2    Kastens, J.H.3
  • 47
    • 0034667410 scopus 로고    scopus 로고
    • May land use change reduce the water deficiency problem caused by reduced brown coal mining in the state of Brandenburg?
    • Wechsung F., Krysanova V., Flechsig M., Schaphoff S. May land use change reduce the water deficiency problem caused by reduced brown coal mining in the state of Brandenburg?. Landsc. Urban Plan. 2000, 51:177-189.
    • (2000) Landsc. Urban Plan. , vol.51 , pp. 177-189
    • Wechsung, F.1    Krysanova, V.2    Flechsig, M.3    Schaphoff, S.4
  • 48
    • 41049106448 scopus 로고    scopus 로고
    • A brief history of rotations, economic considerations and future directions
    • Wibberley J. A brief history of rotations, economic considerations and future directions. Aspects Appl. Biol. 1996, 0265-1491:1-10.
    • (1996) Aspects Appl. Biol. , pp. 1-10
    • Wibberley, J.1


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