메뉴 건너뛰기




Volumn 38, Issue 2, 2014, Pages 201-217

Assessment of the effects of biophysical and anthropogenic factors on woody plant encroachment in dense and sparse mountain grasslands based on remote sensing data

Author keywords

land abandonment; land cover change; mountain grassland; remote sensing; Spanish Pyrenees; woody plant encroachment

Indexed keywords

ANTHROPOGENIC EFFECT; GRASSLAND; LAND COVER; LAND USE PLANNING; LANDSAT THEMATIC MAPPER; REMOTE SENSING; SATELLITE DATA; SATELLITE IMAGERY; WOODY PLANT;

EID: 84899668774     PISSN: 03091333     EISSN: None     Source Type: Journal    
DOI: 10.1177/0309133314524429     Document Type: Article
Times cited : (94)

References (75)
  • 2
    • 6344231466 scopus 로고    scopus 로고
    • Why landscapes of the past are important for the future
    • Antrop M.Why landscapes of the past are important for the future.Landscape and Urban Planning. 2005;70:21-34.
    • (2005) Landscape and Urban Planning , vol.70 , pp. 21-34
    • Antrop, M.1
  • 4
    • 0026305589 scopus 로고
    • Potentials and limits of vegetation indices for LAI and APAR assessment
    • Baret F,Guyot G.Potentials and limits of vegetation indices for LAI and APAR assessment.Remote Sensing of Environment. 1991;35:161-173.
    • (1991) Remote Sensing of Environment , vol.35 , pp. 161-173
    • Baret, F.1    Guyot, G.2
  • 5
    • 4644226285 scopus 로고    scopus 로고
    • Conservation of isolated Atlantic heathlands in the Mediterranean region: Effects of land-use changes in the Montseny biosphere reserve (Spain)
    • Bartolome J,Plaixats J,Fanlo R,Boada M.Conservation of isolated Atlantic heathlands in the Mediterranean region: Effects of land-use changes in the Montseny biosphere reserve (Spain).Biological Conservation. 2005;122:81-88.
    • (2005) Biological Conservation , vol.122 , pp. 81-88
    • Bartolome, J.1    Plaixats, J.2    Fanlo, R.3    Boada, M.4
  • 6
    • 54049087076 scopus 로고    scopus 로고
    • Regional tree line dynamics in response to global change in the Pyrenees
    • Batllori E,Gutiérrez E.Regional tree line dynamics in response to global change in the Pyrenees.Journal of Ecology. 2008;96:1275-1288.
    • (2008) Journal of Ecology , vol.96 , pp. 1275-1288
    • Batllori, E.1    Gutiérrez, E.2
  • 7
    • 34247538493 scopus 로고    scopus 로고
    • The influence of changes in climate and land-use on regeneration dynamics of Norway spruce at the treeline in the Swiss Alps
    • Bolli JC,Rigling A,Bugmann H.The influence of changes in climate and land-use on regeneration dynamics of Norway spruce at the treeline in the Swiss Alps.Silva Fennica. 2007;41:55-70.
    • (2007) Silva Fennica , vol.41 , pp. 55-70
    • Bolli, J.C.1    Rigling, A.2    Bugmann, H.3
  • 8
    • 15844428374 scopus 로고    scopus 로고
    • Satellite remote sensing of forest resources: Three decades of research development
    • Boyd DS,Danson FM.Satellite remote sensing of forest resources: Three decades of research development.Progress in Physical Geography. 2005;29 (1): 1-26.
    • (2005) Progress in Physical Geography , vol.29 , Issue.1 , pp. 1-26
    • Boyd, D.S.1    Danson, F.M.2
  • 9
    • 84870203835 scopus 로고    scopus 로고
    • Regime shift on the roof of the world: Alpine meadows converting to shrublands in the southern Himalayas
    • Brandt JS,Haynes MA,Kuemmerle T, et al.Regime shift on the roof of the world: Alpine meadows converting to shrublands in the southern Himalayas.Biological Conservation. 2013;158:116-127.
    • (2013) Biological Conservation , vol.158 , pp. 116-127
    • Brandt, J.S.1    Haynes, M.A.2    Kuemmerle, T.3
  • 10
  • 11
    • 57149128058 scopus 로고    scopus 로고
    • Recent forest limit changes in south-east Norway: Effects of climate change or regrowth after abandoned utilisation?
    • Bryn A.Recent forest limit changes in south-east Norway: Effects of climate change or regrowth after abandoned utilisation?.Norsk Geografisk Tidsskrift - Norwegian Journal of Geography. 2008;62:251-270.
    • (2008) Norsk Geografisk Tidsskrift - Norwegian Journal of Geography , vol.62 , pp. 251-270
    • Bryn, A.1
  • 12
    • 1842711759 scopus 로고    scopus 로고
    • Pace and pattern of recent treeline dynamics: Response of ecotones to climatic variability in the Spanish Pyrenees
    • Camarero JJ,Gutiérrez E.Pace and pattern of recent treeline dynamics: Response of ecotones to climatic variability in the Spanish Pyrenees.Climatic Change. 2004;63:181-200.
    • (2004) Climatic Change , vol.63 , pp. 181-200
    • Camarero, J.J.1    Gutiérrez, E.2
  • 16
    • 0033761909 scopus 로고    scopus 로고
    • Tree recruitment at the Nothofagus pumilio alpine timberline in Tierra del Fuego
    • Cuevas JG.Tree recruitment at the Nothofagus pumilio alpine timberline in Tierra del Fuego.Chile. Journal of Ecology. 2000;88:840-855.
    • (2000) Chile. Journal of Ecology , vol.88 , pp. 840-855
    • Cuevas, J.G.1
  • 17
    • 0003575751 scopus 로고
    • Instituto de Estudios Oscenses y de Geografía Aplicada. Madrid: CSIC
    • Daumas MLa vie rurale dans le haut Aragón oriental. Instituto de Estudios Oscenses y de Geografía Aplicada. Madrid: CSIC; 1976:.
    • (1976) La Vie Rurale Dans Le Haut Aragón Oriental
    • Daumas, M.1
  • 19
    • 0035341429 scopus 로고    scopus 로고
    • Invasion patterns of European larch and Swiss stone pine in subalpine pastures in the French Alps
    • Didier L.Invasion patterns of European larch and Swiss stone pine in subalpine pastures in the French Alps.Forest Ecology and Management. 2001;145:67-77.
    • (2001) Forest Ecology and Management , vol.145 , pp. 67-77
    • Didier, L.1
  • 21
    • 84859747508 scopus 로고    scopus 로고
    • Pyrenean pastoralists' ecological knowledge: Documentation and application to natural resource management and adaptation
    • Fernández-Giménez M,Fillat F.Pyrenean pastoralists' ecological knowledge: Documentation and application to natural resource management and adaptation.Human Ecology. 2012a;40:287-300.
    • (2012) Human Ecology , vol.40 , pp. 287-300
    • Fernández-Giménez, M.1    Fillat, F.2
  • 22
    • 84863470284 scopus 로고    scopus 로고
    • Pyrenean pastoralists' observations of environmental change: An exploratory study in Los Valles Occidentales of Aragón
    • Fernández-Giménez M,Fillat F.Pyrenean pastoralists' observations of environmental change: An exploratory study in Los Valles Occidentales of Aragón.Pirineos, Revista de Ecología de Montaña. 2012b;167:143-163.
    • (2012) Pirineos, Revista De Ecología De Montaña , vol.167 , pp. 143-163
    • Fernández-Giménez, M.1    Fillat, F.2
  • 24
    • 0030419624 scopus 로고    scopus 로고
    • Land-use changes and sustainable development in mountain areas: A case study in the Spanish Pyrenees
    • García-Ruiz J,Lasanta T,Ruiz-Flano P, et al.Land-use changes and sustainable development in mountain areas: A case study in the Spanish Pyrenees.Landscape Ecology. 1996;11:267-277.
    • (1996) Landscape Ecology , vol.11 , pp. 267-277
    • García-Ruiz, J.1    Lasanta, T.2    Ruiz-Flano, P.3
  • 28
    • 33751181878 scopus 로고    scopus 로고
    • Agricultural land abandonment and natural forest re-growth in the Swiss mountains: A spatially explicit economic analysis
    • Gellrich M,Baur P,Koch B,Zimmermann NE.Agricultural land abandonment and natural forest re-growth in the Swiss mountains: A spatially explicit economic analysis.Agriculture, Ecosystems and Environment. 2007;118:93-108.
    • (2007) Agriculture, Ecosystems and Environment , vol.118 , pp. 93-108
    • Gellrich, M.1    Baur, P.2    Koch, B.3    Zimmermann, N.E.4
  • 29
    • 77950117398 scopus 로고    scopus 로고
    • Land cover change in Europe between 1950 and 2000 determined employing aerial photography
    • Gerard F,Petit S,Smith G, et al.Land cover change in Europe between 1950 and 2000 determined employing aerial photography.Progress in Physical Geography. 2010;34:183-205.
    • (2010) Progress in Physical Geography , vol.34 , pp. 183-205
    • Gerard, F.1    Petit, S.2    Smith, G.3
  • 30
    • 50149115399 scopus 로고    scopus 로고
    • A peri-urban neotropical forest transition and its consequences for environmental services
    • Grau HR,Hernández ME,Gutierrez JG, et al.A peri-urban neotropical forest transition and its consequences for environmental services.Ecology and Society. 2008;13:35.
    • (2008) Ecology and Society , vol.13 , pp. 35
    • Grau, H.R.1    Hernández, M.E.2    Gutierrez, J.G.3
  • 31
    • 0032798717 scopus 로고    scopus 로고
    • Plant community patterns in a gypsum area of NE Spain: Interactions with topographic factors and soil erosion
    • Guerrero JC,Alberto F,Hodgson J, et al.Plant community patterns in a gypsum area of NE Spain: Interactions with topographic factors and soil erosion.Journal of Arid Environments. 1999;41:401-410.
    • (1999) Journal of Arid Environments , vol.41 , pp. 401-410
    • Guerrero, J.C.1    Alberto, F.2    Hodgson, J.3
  • 32
    • 0014413249 scopus 로고
    • The tragedy of the commons
    • Hardin G.The tragedy of the commons.Science. 1968;162:1243-1248.
    • (1968) Science , vol.162 , pp. 1243-1248
    • Hardin, G.1
  • 33
    • 40949154597 scopus 로고    scopus 로고
    • Treeline advance - driving processes and adverse factors
    • Holtmeier FK,Broll G.Treeline advance - driving processes and adverse factors.Landscape Online. 2007;1:1-33.
    • (2007) Landscape Online , vol.1 , pp. 1-33
    • Holtmeier, F.K.1    Broll, G.2
  • 36
    • 38949161850 scopus 로고    scopus 로고
    • Shrub encroachment in North American grasslands: Shifts in growth form dominance rapidly alters control of ecosystem carbon inputs
    • Knapp AK,Briggs JM,Collins SL, et al.Shrub encroachment in North American grasslands: Shifts in growth form dominance rapidly alters control of ecosystem carbon inputs.Global Change Biology. 2008;14:615-623.
    • (2008) Global Change Biology , vol.14 , pp. 615-623
    • Knapp, A.K.1    Briggs, J.M.2    Collins, S.L.3
  • 37
    • 84555203770 scopus 로고    scopus 로고
    • Influence of topography on the colonization of subalpine grasslands by Echinospartum horridum
    • Komac B,Alados CL,Camarero JJ.Influence of topography on the colonization of subalpine grasslands by Echinospartum horridum.Arctic, Antarctic, and Alpine Research. 2011;43:601-611.
    • (2011) Arctic, Antarctic, and Alpine Research , vol.43 , pp. 601-611
    • Komac, B.1    Alados, C.L.2    Camarero, J.J.3
  • 38
    • 84856551709 scopus 로고    scopus 로고
    • Spatio-temporal dynamics of Quercus faginea forests in the Spanish Central Pre-Pyrenees
    • Kouba Y,Alados C.Spatio-temporal dynamics of Quercus faginea forests in the Spanish Central Pre-Pyrenees.European Journal of Forest Research. 2012;131:369-379.
    • (2012) European Journal of Forest Research , vol.131 , pp. 369-379
    • Kouba, Y.1    Alados, C.2
  • 39
    • 33746512629 scopus 로고    scopus 로고
    • Cross-border comparison of land cover and landscape pattern in Eastern Europe using a hybrid classification technique
    • Kuemmerle T,Radeloff VC,Perzanowski K,Hostert P.Cross-border comparison of land cover and landscape pattern in Eastern Europe using a hybrid classification technique.Remote Sensing of Environment. 2006;103:449-464.
    • (2006) Remote Sensing of Environment , vol.103 , pp. 449-464
    • Kuemmerle, T.1    Radeloff, V.C.2    Perzanowski, K.3    Hostert, P.4
  • 41
    • 13444269230 scopus 로고    scopus 로고
    • Mountain Mediterranean landscape evolution caused by the abandonment of traditional primary activities: A study of the Spanish Central Pyrenees
    • Lasanta-Martínez T,Vicente-Serrano SM,Cuadrat-Prats JM.Mountain Mediterranean landscape evolution caused by the abandonment of traditional primary activities: A study of the Spanish Central Pyrenees.Applied Geography. 2005;25:47-65.
    • (2005) Applied Geography , vol.25 , pp. 47-65
    • Lasanta-Martínez, T.1    Vicente-Serrano, S.M.2    Cuadrat-Prats, J.M.3
  • 42
    • 0345040873 scopus 로고    scopus 로고
    • Classification and regression by randomForest
    • Liaw A,Wiener M.Classification and regression by randomForest.R News. 2002;2 (3): 18-22.
    • (2002) R News , vol.2 , Issue.3 , pp. 18-22
    • Liaw, A.1    Wiener, M.2
  • 43
    • 49649110375 scopus 로고    scopus 로고
    • Human interactions with the Earth system: People and pixels revisited
    • Liverman DM,Cuesta RMR.Human interactions with the Earth system: People and pixels revisited.Earth Surface Processes and Landforms. 2008;33:1458-1471.
    • (2008) Earth Surface Processes and Landforms , vol.33 , pp. 1458-1471
    • Liverman, D.M.1    Cuesta, R.M.R.2
  • 44
    • 0036968092 scopus 로고    scopus 로고
    • Wildfires and landscape pattern in the Eastern Iberian Peninsula
    • Lloret F,Calvo E,Pons X,Díaz-Delgado R.Wildfires and landscape pattern in the Eastern Iberian Peninsula.Landscape Ecology. 2002;17:745-759.
    • (2002) Landscape Ecology , vol.17 , pp. 745-759
    • Lloret, F.1    Calvo, E.2    Pons, X.3    Díaz-Delgado, R.4
  • 45
    • 68849087500 scopus 로고    scopus 로고
    • Shrub encroachment can reverse desertification in semi-arid Mediterranean grasslands
    • Maestre FT,Puche MD,Bowker MA, et al.Shrub encroachment can reverse desertification in semi-arid Mediterranean grasslands.Ecology Letters. 2009;12:930-941.
    • (2009) Ecology Letters , vol.12 , pp. 930-941
    • Maestre, F.T.1    Puche, M.D.2    Bowker, M.A.3
  • 46
    • 84899696564 scopus 로고    scopus 로고
    • MAGRAMA Available at
    • MAGRAMA (2010) Crop and land use maps. Available at: http://www.magrama.gob.es.
    • (2010) Crop and land use maps
  • 47
    • 34648812803 scopus 로고    scopus 로고
    • Regression techniques for examining land use/cover change: A case study of a Mediterranean landscape
    • Millington J,Perry G,Romero-Calcerrada R.Regression techniques for examining land use/cover change: A case study of a Mediterranean landscape.Ecosystems. 2007;10:562-578.
    • (2007) Ecosystems , vol.10 , pp. 562-578
    • Millington, J.1    Perry, G.2    Romero-Calcerrada, R.3
  • 48
    • 0030615464 scopus 로고    scopus 로고
    • Managing mountainous degraded landscapes after farmland abandonment in the Central Spanish Pyrenees
    • Molinillo M,Lasanta T,García-Ruiz JM.Managing mountainous degraded landscapes after farmland abandonment in the Central Spanish Pyrenees.Environmental Management. 1997;21:587-598.
    • (1997) Environmental Management , vol.21 , pp. 587-598
    • Molinillo, M.1    Lasanta, T.2    García-Ruiz, J.M.3
  • 49
    • 78650708508 scopus 로고    scopus 로고
    • Spatial patterns of shrub encroachment in neighbouring grassland communities in the Pyrenees: Floristic composition heterogeneity drives shrub proliferation rates
    • Montané F,Casals P,Taull M, et al.Spatial patterns of shrub encroachment in neighbouring grassland communities in the Pyrenees: Floristic composition heterogeneity drives shrub proliferation rates.Plant Ecology. 2010;211:267-278.
    • (2010) Plant Ecology , vol.211 , pp. 267-278
    • Montané, F.1    Casals, P.2    Taull, M.3
  • 51
    • 0035205571 scopus 로고    scopus 로고
    • Temporal (1958-1995) pattern of change in a cultural landscape of northwestern Portugal: Implications for fire occurrence
    • Moreira F,Rego F,Ferreira P.Temporal (1958-1995) pattern of change in a cultural landscape of northwestern Portugal: Implications for fire occurrence.Landscape Ecology. 2001;16:557-567.
    • (2001) Landscape Ecology , vol.16 , pp. 557-567
    • Moreira, F.1    Rego, F.2    Ferreira, P.3
  • 52
    • 33751538667 scopus 로고    scopus 로고
    • Human land-use, forest dynamics and tree growth at the treeline in the western Italian Alps
    • Motta R,Morales M,Nola P.Human land-use, forest dynamics and tree growth at the treeline in the western Italian Alps.Annals of Forest Science. 2006;63:739-747.
    • (2006) Annals of Forest Science , vol.63 , pp. 739-747
    • Motta, R.1    Morales, M.2    Nola, P.3
  • 53
    • 33645240930 scopus 로고    scopus 로고
    • Agricultural land-use change and its drivers in mountain landscapes: A case study in the Pyrenees
    • Mottet A,Ladet S,Coqué N,Gibon A.Agricultural land-use change and its drivers in mountain landscapes: A case study in the Pyrenees.Agriculture, Ecosystems and Environment. 2006;114:296-310.
    • (2006) Agriculture, Ecosystems and Environment , vol.114 , pp. 296-310
    • Mottet, A.1    Ladet, S.2    Coqué, N.3    Gibon, A.4
  • 54
    • 79960489142 scopus 로고    scopus 로고
    • Patterns and processes of global shrub expansion
    • Naito AT,Cairns DM.Patterns and processes of global shrub expansion.Progress in Physical Geography. 2011;35 (4): 423-442.
    • (2011) Progress in Physical Geography , vol.35 , Issue.4 , pp. 423-442
    • Naito, A.T.1    Cairns, D.M.2
  • 56
    • 79955675276 scopus 로고    scopus 로고
    • An evaluation of changes in a mountainous rural landscape of northeast Portugal using remotely sensed data
    • Pôças I,Cunha M,Marcal ARS,Pereira LS.An evaluation of changes in a mountainous rural landscape of northeast Portugal using remotely sensed data.Landscape and Urban Planning. 2011;101:253-261.
    • (2011) Landscape and Urban Planning , vol.101 , pp. 253-261
    • Pôças, I.1    Cunha, M.2    Marcal, A.R.S.3    Pereira, L.S.4
  • 57
    • 1642480930 scopus 로고    scopus 로고
    • Land use and land cover change after farmland abandonment: The case of a mediterranean mountain area (Catalan Pre-Pyrenees)
    • Poyatos R,Latron J,Llorens P.Land use and land cover change after farmland abandonment: The case of a mediterranean mountain area (Catalan Pre-Pyrenees).Mountain Research and Development. 2003;23:362-368.
    • (2003) Mountain Research and Development , vol.23 , pp. 362-368
    • Poyatos, R.1    Latron, J.2    Llorens, P.3
  • 58
    • 84860466250 scopus 로고    scopus 로고
    • Woody encroachment decreases diversity across North American grasslands and savannas
    • Ratajczak Z,Nippert JB,Collins SL.Woody encroachment decreases diversity across North American grasslands and savannas.Ecology. 2012;93 (4): 697-703.
    • (2012) Ecology , vol.93 , Issue.4 , pp. 697-703
    • Ratajczak, Z.1    Nippert, J.B.2    Collins, S.L.3
  • 59
    • 79961135005 scopus 로고    scopus 로고
    • R Development Core Team R Foundation for Statistical Computing, Vienna, Austria. Available at
    • R Development Core Team (2011) R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. Available at: http://www.R-project.org.
    • (2011) R: A language and environment for statistical computing
  • 62
    • 33747126736 scopus 로고    scopus 로고
    • Lower forest-grassland ecotones and 20th century livestock herbivory effects in northern Mongolia
    • Sankey TT,Montagne C,Graumlich L, et al.Lower forest-grassland ecotones and 20th century livestock herbivory effects in northern Mongolia.Forest Ecology and Management. 2006;233:36-44.
    • (2006) Forest Ecology and Management , vol.233 , pp. 36-44
    • Sankey, T.T.1    Montagne, C.2    Graumlich, L.3
  • 65
    • 33845213335 scopus 로고    scopus 로고
    • Remote sensing and GIS for mapping and monitoring land cover and land-use changes in the northwestern coastal zone of Egypt
    • Shalaby A,Tateishi R.Remote sensing and GIS for mapping and monitoring land cover and land-use changes in the northwestern coastal zone of Egypt.Applied Geography. 2007;27:28-41.
    • (2007) Applied Geography , vol.27 , pp. 28-41
    • Shalaby, A.1    Tateishi, R.2
  • 68
    • 58149500200 scopus 로고    scopus 로고
    • Timberline changes in relation to summer farming in the western Chornohora (Ukrainian Carpathians)
    • Sitko I,Troll M.Timberline changes in relation to summer farming in the western Chornohora (Ukrainian Carpathians).Mountain Research and Development. 2008;28:263-271.
    • (2008) Mountain Research and Development , vol.28 , pp. 263-271
    • Sitko, I.1    Troll, M.2
  • 69
    • 10744226306 scopus 로고    scopus 로고
    • Remote sensing of vegetation and land-cover change in Arctic tundra ecosystems
    • Stow DA,Hope A,McGuire D, et al.Remote sensing of vegetation and land-cover change in Arctic tundra ecosystems.Remote Sensing of Environment. 2004;89:281-308.
    • (2004) Remote Sensing of Environment , vol.89 , pp. 281-308
    • Stow, D.A.1    Hope, A.2    McGuire, D.3
  • 70
    • 79955534374 scopus 로고    scopus 로고
    • Spatial variability of biotic and abiotic tree establishment constraints across a treeline ecotone in the Alaska Range
    • Stueve KM,Isaacs RE,Tyrrell LE,Densmore RV.Spatial variability of biotic and abiotic tree establishment constraints across a treeline ecotone in the Alaska Range.Ecology. 2011;92:496-506.
    • (2011) Ecology , vol.92 , pp. 496-506
    • Stueve, K.M.1    Isaacs, R.E.2    Tyrrell, L.E.3    Densmore, R.V.4
  • 71
    • 12444311778 scopus 로고    scopus 로고
    • Vegetation changes in the nordic mountain birch forest: The influence of grazing and climate change
    • Tømmervik H,Johansen B,Tombre I, et al.Vegetation changes in the nordic mountain birch forest: The influence of grazing and climate change.Arctic, Antarctic, and Alpine Research. 2004;36:323-332.
    • (2004) Arctic, Antarctic, and Alpine Research , vol.36 , pp. 323-332
    • Tømmervik, H.1    Johansen, B.2    Tombre, I.3
  • 72
    • 14944348204 scopus 로고    scopus 로고
    • Analysis of spatial and temporal evolution of vegetation cover in the Spanish Central Pyrenees: Role of human management
    • Vicente-Serrano SM,Lasanta T,Romo A.Analysis of spatial and temporal evolution of vegetation cover in the Spanish Central Pyrenees: Role of human management.Environmental Management. 2005;34:802-818.
    • (2005) Environmental Management , vol.34 , pp. 802-818
    • Vicente-Serrano, S.M.1    Lasanta, T.2    Romo, A.3
  • 73
    • 79960089102 scopus 로고    scopus 로고
    • A comparison of influences of cattle, goat, sheep and reindeer on vegetation changes in mountain cultural landscapes in Norway
    • Wehn S,Pedersen B,Hanssen SK.A comparison of influences of cattle, goat, sheep and reindeer on vegetation changes in mountain cultural landscapes in Norway.Landscape and Urban Planning. 2011;102:177-187.
    • (2011) Landscape and Urban Planning , vol.102 , pp. 177-187
    • Wehn, S.1    Pedersen, B.2    Hanssen, S.K.3
  • 74
    • 78650862532 scopus 로고    scopus 로고
    • Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models
    • Wood SN.Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models.Journal of the Royal Statistical Society (B). 2011;73 (1): 3-36.
    • (2011) Journal of the Royal Statistical Society (B) , vol.73 , Issue.1 , pp. 3-36
    • Wood, S.N.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.