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Volumn 10, Issue 72, 2011, Pages 16236-16249

Modeling spatial pattern of deforestation using GIS and logistic regression: A case study of northern Ilam forests, Ilam province, Iran

Author keywords

Deforestation modeling; Ilam; Ilam province; Logistic regression; Remote sensing; Zagros forests

Indexed keywords

ARTICLE; CASE STUDY; CLASSIFICATION; DEFORESTATION; ENVIRONMENTAL IMPACT; ENVIRONMENTAL PARAMETERS; FACTORIAL ANALYSIS; FOREST; FOREST FRAGMENTATION; GEOGRAPHIC INFORMATION SYSTEM; IRAN; LOGISTIC REGRESSION ANALYSIS; PREDICTION; REMOTE SENSING; VALIDATION PROCESS;

EID: 84858164709     PISSN: 16845315     EISSN: None     Source Type: Journal    
DOI: 10.5897/AJB11.1122     Document Type: Article
Times cited : (42)

References (52)
  • 1
    • 84858179018 scopus 로고    scopus 로고
    • Deforestation modeling and investigation on related physiographic and human factors using satellite images and GIS (Case study: Armerdeh forests of Baneh)
    • Amini MR, Shataee S, Moaieri MH, Ghazanfari H (2009). Deforestation modeling and investigation on related physiographic and human factors using satellite images and GIS (Case study: Armerdeh forests of Baneh), Iranian J. For. Poplar Res. 16(3): 432-443.
    • (2009) Iranian J. For. Poplar Res , vol.16 , Issue.3 , pp. 432-443
    • Amini, M.R.1    Shataee, S.2    Moaieri, M.H.3    Ghazanfari, H.4
  • 2
    • 12344286175 scopus 로고    scopus 로고
    • The application of GIS-based logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko Mountains
    • Ayalew L, Yamagishi H (2004). The application of GIS-based logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko Mountains; Central Jpn. Geomorphol. 65:15-31.
    • (2004) Central Jpn. Geomorphol , vol.65 , pp. 15-31
    • Ayalew, L.1    Yamagishi, H.2
  • 3
    • 28244452644 scopus 로고    scopus 로고
    • Landslides in Sado Island of Japan: Part II. GIS-based susceptibility mapping with comparisons of results from two methods and verifications
    • Ayalew L, Yamagisehi H, Marui H, Kanno T (2005). Landslides in Sado Island of Japan: Part II. GIS-based susceptibility mapping with comparisons of results from two methods and verifications. Engineering Geol. 81: 432-445.
    • (2005) Engineering Geol , vol.81 , pp. 432-445
    • Ayalew, L.1    Yamagisehi, H.2    Marui, H.3    Kanno, T.4
  • 6
    • 33750316893 scopus 로고    scopus 로고
    • The design of Mediterranean landscapes: A millennial story of humans and ecological systems during the historic period
    • Blondel J (2006). The design of Mediterranean landscapes: a millennial story of humans and ecological systems during the historic period. Hum. Ecol. 34: 713-729.
    • (2006) Hum. Ecol , vol.34 , pp. 713-729
    • Blondel, J.1
  • 11
    • 39649100864 scopus 로고    scopus 로고
    • Spatially explicit models to analyze forest loss and fragmentation between 1976 and 2020 in southern Chile
    • Echeverria C, Coomes DA, Hall M, Newton AC (2008). Spatially explicit models to analyze forest loss and fragmentation between 1976 and 2020 in southern Chile. Ecol. Modelling. 212: 439-449.
    • (2008) Ecol. Modelling , vol.212 , pp. 439-449
    • Echeverria, C.1    Coomes, D.A.2    Hall, M.3    Newton, A.C.4
  • 13
    • 33344464999 scopus 로고    scopus 로고
    • Modelling the conversion of Colombian lowland ecosystems since 1940: Drivers; patterns and rates
    • Etter A, McAlpine C, Pullar D, Possingham H (2006b). Modelling the conversion of Colombian lowland ecosystems since 1940: Drivers; patterns and rates. J. Environ. Manage. 79: 74-87.
    • (2006) J. Environ. Manage , vol.79 , pp. 74-87
    • Etter, A.1    McAlpine, C.2    Pullar, D.3    Possingham, H.4
  • 15
    • 34248365171 scopus 로고    scopus 로고
    • Changes in landuse/ landcover patterns in Italy and their implications for biodiversity conservation
    • Falcucci AL, Maiorano M, Boitani L (2007). Changes in landuse/ landcover patterns in Italy and their implications for biodiversity conservation. Landscape Ecol. 22: 617-631.
    • (2007) Landscape Ecol , vol.22 , pp. 617-631
    • Falcucci, A.L.1    Maiorano, M.2    Boitani, L.3
  • 16
    • 3342969032 scopus 로고    scopus 로고
    • FAO (Food and Agriculture Organization of the United Nations). FAO, Rome
    • FAO (Food and Agriculture Organization of the United Nations) (2005). State of the World's forests. FAO, Rome.
    • (2005) State of the World's forests
  • 17
    • 84858182695 scopus 로고    scopus 로고
    • Forest management trends in the Zagross region of Iran
    • Quebec City. Canada, (0118-B1)
    • Fattahi M (2003). Forest management trends in the Zagross region of Iran. XII World forestry Congress, Quebec City. Canada, 1-5(0118-B1).
    • (2003) XII World forestry Congress , pp. 1-5
    • Fattahi, M.1
  • 19
    • 0036166357 scopus 로고    scopus 로고
    • Proximate causes and underlying driving force of tropical deforestation
    • Geist, HJ, Lambin EF (2002). Proximate causes and underlying driving force of tropical deforestation. Bioscience. 52(2): 143-150.
    • (2002) Bioscience. , vol.52 , Issue.2 , pp. 143-150
    • Geist, H.J.1    Lambin, E.F.2
  • 20
    • 73349119368 scopus 로고    scopus 로고
    • Land Use and Biodiversity Relationships
    • Haines-Young R (2009). Land Use and Biodiversity Relationships, Land Use Policy. 26(1): 178-186.
    • (2009) Land Use Policy , vol.26 , Issue.1 , pp. 178-186
    • Haines-Young, R.1
  • 22
    • 36148984256 scopus 로고    scopus 로고
    • Modeling urban growth in Atlanta using logistic regression
    • Hu Z, Lo CP (2007). Modeling urban growth in Atlanta using logistic regression. Computers; Environ. Urban Systems. 31:667-688.
    • (2007) Computers; Environ. Urban Systems , vol.31 , pp. 667-688
    • Hu, Z.1    Lo, C.P.2
  • 24
    • 0028978785 scopus 로고
    • Periurban deforestation in developing countries
    • Krutilla K, William FH, Doug Barnes (1995). Periurban deforestation in developing countries. For. Ecol. Manage. 74(2): 181-195.
    • (1995) For. Ecol. Manage , vol.74 , Issue.2 , pp. 181-195
    • Krutilla, K.1    William, F.H.2    Barnes, D.3
  • 25
    • 0003412643 scopus 로고
    • EUR 15744 EN; TREES series B: Res. Report No. 1. Joint Res. Centre, Inst. for Remote Sensing Appl. European Space Agency; Luxembourg; Office for Official Pub. European Community
    • Lambin EF (1994). Modelling deforestation processes; a review. EUR 15744 EN; TREES series B: Res. Report No. 1. Joint Res. Centre, Inst. for Remote Sensing Appl. European Space Agency; Luxembourg; Office for Official Pub. European Community. P. 128.
    • (1994) Modelling deforestation processes; a review , pp. 128
    • Lambin, E.F.1
  • 26
    • 0032077669 scopus 로고    scopus 로고
    • Identifying functional groups for response to disturbance in an abandoned pasture
    • Lavorel S, Touzard B, Lebreton J-D, Clément B (1998). Identifying functional groups for response to disturbance in an abandoned pasture. Acta Oecol. 19: 227-240.
    • (1998) Acta Oecol , vol.19 , pp. 227-240
    • Lavorel, S.1    Touzard, B.2    Lebreton, J.-D.3    Clément, B.4
  • 27
    • 4043169977 scopus 로고    scopus 로고
    • Mapping and predicting deforestation patterns in the lowlands of Sumatra
    • Linkie M, Smith RJ, Leader-Williams N (2004). Mapping and predicting deforestation patterns in the lowlands of Sumatra. Biodivers. Conserv. 13: 1809-1818.
    • (2004) Biodivers. Conserv , vol.13 , pp. 1809-1818
    • Linkie, M.1    Smith, R.J.2    Leader-Williams, N.3
  • 29
    • 0025197401 scopus 로고
    • An analysis of anthropogenic deforestation using logistic regression and GIS
    • Ludeke AK, Maggio RC, Reid LM (1990). An analysis of anthropogenic deforestation using logistic regression and GIS. J. Environ. Manage. 31: 247-259.
    • (1990) J. Environ. Manage , vol.31 , pp. 247-259
    • Ludeke, A.K.1    Maggio, R.C.2    Reid, L.M.3
  • 30
    • 0033540330 scopus 로고    scopus 로고
    • Monitoring land-cover changes: A comparison of change detection techniques
    • Mas JF (1999). Monitoring land-cover changes: a comparison of change detection techniques. Int. J. Remote Sensing. 20(1): 139-152.
    • (1999) Int. J. Remote Sensing , vol.20 , Issue.1 , pp. 139-152
    • Mas, J.F.1
  • 31
  • 32
    • 0038144449 scopus 로고
    • Les Cahiers du Centre de Morphologie Mathématique, Ecole des Mines de Paris, Fontainebleau
    • Matheron G (1970). The Theory of Regionalised Variables and its Applications. Les Cahiers du Centre de Morphologie Mathématique, Vol. 5, Ecole des Mines de Paris, Fontainebleau, P. 212.
    • (1970) The Theory of Regionalised Variables and its Applications , vol.5 , pp. 212
    • Matheron, G.1
  • 33
    • 1242344024 scopus 로고    scopus 로고
    • Physical and social access to land: Spatio temporal patterns of agricultural expansion in Madagascar
    • McConnell WJ, Sweeney SP, Mulley B (2004). Physical and social access to land: spatio temporal patterns of agricultural expansion in Madagascar. Agric. Ecosystems & Environ. 101:171-184.
    • (2004) Agric. Ecosystems & Environ , vol.101 , pp. 171-184
    • McConnell, W.J.1    Sweeney, S.P.2    Mulley, B.3
  • 34
    • 0003726404 scopus 로고
    • Sage Pub. Series: Quantitative Appl. Social Sci. No. 106
    • Menard Scott (1995). Applied Logistic Regression Analysis. Sage Pub. Series: Quantitative Appl. Social Sci. No. 106.
    • (1995) Applied Logistic Regression Analysis
    • Scott, M.1
  • 36
    • 0030833127 scopus 로고    scopus 로고
    • Spatial modeling of tropical deforestation in southern Cameroon: Spatial disaggregation of diverse deforestation processes
    • Mertens B, Lambin EF (1997). Spatial modeling of tropical deforestation in southern Cameroon: spatial disaggregation of diverse deforestation processes. Appl. Geog. 17: 143-162.
    • (1997) Appl. Geog , vol.17 , pp. 143-162
    • Mertens, B.1    Lambin, E.F.2
  • 37
    • 22444445094 scopus 로고    scopus 로고
    • Land use/land cover changes in the coastal zone of Ban Don Bay, Thailand using Landsat 5 TM data
    • Muttitanon W, Tii{dotless}pathi NK, (2005). Land use/land cover changes in the coastal zone of Ban Don Bay, Thailand using Landsat 5 TM data. International J. Remote Sensing. 26 (11): 2311-2323.
    • (2005) International J. Remote Sensing , vol.26 , Issue.11 , pp. 2311-2323
    • Muttitanon, W.1    Tiipathi, N.K.2
  • 38
    • 0034708178 scopus 로고    scopus 로고
    • Biodiversity hotspots for conservation priorities
    • Myers N, Mittermeier RA, Mittermeier CG (2000). Biodiversity hotspots for conservation priorities. Nature. 403: 853-858.
    • (2000) Nature , vol.403 , pp. 853-858
    • Myers, N.1    Mittermeier, R.A.2    Mittermeier, C.G.3
  • 39
    • 0343724635 scopus 로고    scopus 로고
    • Land-cover change model validation by an ROC method for the Ipswich watershed; Massachusetts; USA
    • Pontius RG, Schneider LC. (2001). Land-cover change model validation by an ROC method for the Ipswich watershed; Massachusetts; USA. Agric. Ecosystems & Environ. 85: 239-248.
    • (2001) Agric. Ecosystems & Environ , vol.85 , pp. 239-248
    • Pontius, R.G.1    Schneider, L.C.2
  • 41
    • 1242344016 scopus 로고    scopus 로고
    • Detecting important categorical land changes while accounting for persistence
    • Pontius RG, Shusas E, McEachern M (2004). Detecting important categorical land changes while accounting for persistence. Agric. Ecosystems & Environ. 101: 251-268.
    • (2004) Agric. Ecosystems & Environ , vol.101 , pp. 251-268
    • Pontius, R.G.1    Shusas, E.2    McEachern, M.3
  • 42
    • 41249103454 scopus 로고    scopus 로고
    • Mapping land-cover modifications over large areas: A comparison of machine learning algorithms
    • Rogan J, Franklin J, Stow D, Miller J, Woodcock C, Roberts D (2008). Mapping land-cover modifications over large areas: A comparison of machine learning algorithms. Remote Sensing of Environ. 112: 2272-2283.
    • (2008) Remote Sensing of Environ , vol.112 , pp. 2272-2283
    • Rogan, J.1    Franklin, J.2    Stow, D.3    Miller, J.4    Woodcock, C.5    Roberts, D.6
  • 43
    • 84858212093 scopus 로고    scopus 로고
    • Technical Note: Analyzing land cover change with logistic regression
    • in R.; Enschede; NL. Version 2.01; 19-July-2008. First version April 2004
    • Rossiter DG, Loza A (2008). Technical Note: Analyzing land cover change with logistic regression in R. Technical Report ITC; Enschede; NL. Version 2.01; 19-July-2008. p. 69 First version April 2004.
    • (2008) Technical Report ITC , pp. 69
    • Rossiter, D.G.1    Loza, A.2
  • 45
    • 0343724637 scopus 로고    scopus 로고
    • Modeling land-use change in the Ipswich watershed; Massachusetts; USA
    • Schneider LC, Pontius RG (2001). Modeling land-use change in the Ipswich watershed; Massachusetts; USA. Agriculture; Ecosystems & Environ. 85:83-94.
    • (2001) Agriculture; Ecosystems & Environ , vol.85 , pp. 83-94
    • Schneider, L.C.1    Pontius, R.G.2
  • 47
    • 33646466485 scopus 로고    scopus 로고
    • What drives conversion of tropical forest in Carrasco province, Bolivia
    • Van Gils H, Loza AV (2006). What drives conversion of tropical forest in Carrasco province, Bolivia. Ambio: j. human environ. 35: 81-85.
    • (2006) Ambio: J. human environ , vol.35 , pp. 81-85
    • van Gils, H.1    Loza, A.V.2
  • 49
    • 0028162284 scopus 로고
    • Beyond global warming: Ecology and global change
    • 1994
    • Vitousek PM (1994). Beyond global warming: ecology and global change. Ecology 1994. 75: 1861-1876.
    • (1994) Ecology , vol.75 , pp. 1861-1876
    • Vitousek, P.M.1
  • 50
    • 0034629324 scopus 로고    scopus 로고
    • Global biodiversity scenarios for the year 2100
    • Walker BH, Walker M, Wall DH (2000). Global biodiversity scenarios for the year 2100. Science. 287: 1770-1774.
    • (2000) Science , vol.287 , pp. 1770-1774
    • Walker, B.H.1    Walker, M.2    Wall, D.H.3
  • 52
    • 25844497537 scopus 로고    scopus 로고
    • Land cover classification and change analysis of the Twin Cities (Minnesota) metropolitan areas by multitemporal Landsat remote sensing
    • Yuan F, Sawaya KE, Loeffelholz BC, Bauer ME (2005). Land cover classification and change analysis of the Twin Cities (Minnesota) metropolitan areas by multitemporal Landsat remote sensing. Remote sensing of Environ. 98: 317-328.
    • (2005) Remote sensing of Environ , vol.98 , pp. 317-328
    • Yuan, F.1    Sawaya, K.E.2    Loeffelholz, B.C.3    Bauer, M.E.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.