메뉴 건너뛰기




Volumn 128, Issue , 2013, Pages 246-258

Long-term land cover dynamics by multi-temporal classification across the Landsat-5 record

Author keywords

Land cover change; Land cover dynamics; Landcover; Landsat; Multi temporal; Sampling bias; Supervised classification; Validation

Indexed keywords

LAND COVER; LAND-COVER CHANGE; LANDSAT; MULTI-TEMPORAL; SUPERVISED CLASSIFICATION; VALIDATION;

EID: 84868583959     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2012.10.010     Document Type: Article
Times cited : (172)

References (85)
  • 3
    • 0001167851 scopus 로고
    • Studying the earth's vegetation from space
    • Botkin D.B., Estes J.E., MacDonald R.B. Studying the earth's vegetation from space. BioScience 1984, 34:508-514.
    • (1984) BioScience , vol.34 , pp. 508-514
    • Botkin, D.B.1    Estes, J.E.2    MacDonald, R.B.3
  • 7
    • 0344877437 scopus 로고    scopus 로고
    • Revised Landsat-5 TM radiometric calibration procedures, and post-calibration dynamic ranges
    • Chander G., Markham B.L. Revised Landsat-5 TM radiometric calibration procedures, and post-calibration dynamic ranges. IEEE Transactions on Geoscience and Remote Sensing 2003, 41:2674-2677.
    • (2003) IEEE Transactions on Geoscience and Remote Sensing , vol.41 , pp. 2674-2677
    • Chander, G.1    Markham, B.L.2
  • 9
    • 0034655827 scopus 로고    scopus 로고
    • Land-cover mapping of large areas from satellites: Status and research priorities
    • Cihlar J. Land-cover mapping of large areas from satellites: Status and research priorities. International Journal of Remote Sensing 2000, 21:1093-1114.
    • (2000) International Journal of Remote Sensing , vol.21 , pp. 1093-1114
    • Cihlar, J.1
  • 10
    • 12944287801 scopus 로고    scopus 로고
    • Why environmental scientists are becoming Bayesians
    • Clark J.S. Why environmental scientists are becoming Bayesians. Ecology Letters 2005, 8:2-14.
    • (2005) Ecology Letters , vol.8 , pp. 2-14
    • Clark, J.S.1
  • 11
    • 4444253741 scopus 로고    scopus 로고
    • Fecundity of trees and the colonization-extinction hypothesis
    • Clark J.S., LaDeau S., Ibanez I. Fecundity of trees and the colonization-extinction hypothesis. Ecological Monographs 2004, 74:415-442.
    • (2004) Ecological Monographs , vol.74 , pp. 415-442
    • Clark, J.S.1    LaDeau, S.2    Ibanez, I.3
  • 12
    • 58149412516 scopus 로고
    • Weighted kappa: nominal scale agreement with provision for scaleddisagreement or partial credit
    • Cohen J. Weighted kappa: nominal scale agreement with provision for scaleddisagreement or partial credit. Psychological Bulletin 1968, 70:213-220.
    • (1968) Psychological Bulletin , vol.70 , pp. 213-220
    • Cohen, J.1
  • 13
    • 0031690029 scopus 로고    scopus 로고
    • Balancing the biocomplexity of the planet's living systems: A 21st century task
    • Colwell R. Balancing the biocomplexity of the planet's living systems: A 21st century task. BioScience 1998, 48:786-787.
    • (1998) BioScience , vol.48 , pp. 786-787
    • Colwell, R.1
  • 15
    • 0026278621 scopus 로고
    • A review of assessing the accuracy of classifications of remotely sensed data
    • Congalton R.G. A review of assessing the accuracy of classifications of remotely sensed data. Remote Sensing of Environment 1991, 37:35-46.
    • (1991) Remote Sensing of Environment , vol.37 , pp. 35-46
    • Congalton, R.G.1
  • 17
    • 0020968740 scopus 로고
    • Assessing Landsat classification accuracy using discrete multivariate analysis statistical techniques
    • Congalton R.G., Oderwald R.G., Mead R.A. Assessing Landsat classification accuracy using discrete multivariate analysis statistical techniques. Photogrammetric Engineering and Remote Sensing 1983, 49:1671-1678.
    • (1983) Photogrammetric Engineering and Remote Sensing , vol.49 , pp. 1671-1678
    • Congalton, R.G.1    Oderwald, R.G.2    Mead, R.A.3
  • 18
    • 0022267176 scopus 로고
    • A TM Tasseled Cap equivalent transformation for reflectance factor data
    • Crist E.C. A TM Tasseled Cap equivalent transformation for reflectance factor data. Remote Sensing of Environment 1985, 17:301-306.
    • (1985) Remote Sensing of Environment , vol.17 , pp. 301-306
    • Crist, E.C.1
  • 19
  • 20
    • 0032827669 scopus 로고    scopus 로고
    • Implications of land-cover misclassification for parameter estimates in global land-surface models: an example from the Simple Biosphere Model (SiB2)
    • DeFries R.G., Los S.O. Implications of land-cover misclassification for parameter estimates in global land-surface models: an example from the Simple Biosphere Model (SiB2). Photogrammetric Engineering and Remote Sensing 1999, 65:1083-1088.
    • (1999) Photogrammetric Engineering and Remote Sensing , vol.65 , pp. 1083-1088
    • DeFries, R.G.1    Los, S.O.2
  • 23
    • 0000866729 scopus 로고
    • On the compensation for chance agreement in image classification accuracy assessment
    • Foody G.M. On the compensation for chance agreement in image classification accuracy assessment. Photogrammetric Engineering and Remote Sensing 1992, 58:1459-1460.
    • (1992) Photogrammetric Engineering and Remote Sensing , vol.58 , pp. 1459-1460
    • Foody, G.M.1
  • 24
    • 0036213079 scopus 로고    scopus 로고
    • Status of land cover classification accuracy assessment
    • Foody G.M. Status of land cover classification accuracy assessment. Remote Sensing of Environment 2002, 80:185-201.
    • (2002) Remote Sensing of Environment , vol.80 , pp. 185-201
    • Foody, G.M.1
  • 25
    • 0027067714 scopus 로고
    • Land-use history (1730-1990) and vegetation dynamics in central New England, USA
    • Foster D.R. Land-use history (1730-1990) and vegetation dynamics in central New England, USA. Journal of Ecology 1992, 80:753-772.
    • (1992) Journal of Ecology , vol.80 , pp. 753-772
    • Foster, D.R.1
  • 26
    • 67349166675 scopus 로고    scopus 로고
    • Monitoring landcover change and ecological integrity in Canada's national parks
    • Fraser R.H., Olthof I., Pouliot D. Monitoring landcover change and ecological integrity in Canada's national parks. Remote Sensing of Environment 2009, 113:1397-1409.
    • (2009) Remote Sensing of Environment , vol.113 , pp. 1397-1409
    • Fraser, R.H.1    Olthof, I.2    Pouliot, D.3
  • 32
    • 23744456111 scopus 로고    scopus 로고
    • Comparison of tasseled cap-based Landsat data structures for use in forest disturbance detection
    • Healey S.P., Cohen W.B., Zhiqiang Y., Krankina O.N. Comparison of tasseled cap-based Landsat data structures for use in forest disturbance detection. Remote Sensing of Environment 2005, 97:301-310.
    • (2005) Remote Sensing of Environment , vol.97 , pp. 301-310
    • Healey, S.P.1    Cohen, W.B.2    Zhiqiang, Y.3    Krankina, O.N.4
  • 34
    • 67651113818 scopus 로고    scopus 로고
    • Generation of dense time series synthetic Landsat data through data blending with MODIS using a spatial and temporal adaptive reflectance fusion model
    • Hilker T., Wulder M.A., Coops N.C., Seitz N., White J.C., Gao F., Masek J.G., Stenhouse G. Generation of dense time series synthetic Landsat data through data blending with MODIS using a spatial and temporal adaptive reflectance fusion model. Remote Sensing of Environment 2009, 113:1988-1999.
    • (2009) Remote Sensing of Environment , vol.113 , pp. 1988-1999
    • Hilker, T.1    Wulder, M.A.2    Coops, N.C.3    Seitz, N.4    White, J.C.5    Gao, F.6    Masek, J.G.7    Stenhouse, G.8
  • 35
    • 0034842250 scopus 로고    scopus 로고
    • Understanding the complexity of economic, ecological, and social systems
    • Holling C.S. Understanding the complexity of economic, ecological, and social systems. Ecosystems 2001, 4:390-405.
    • (2001) Ecosystems , vol.4 , pp. 390-405
    • Holling, C.S.1
  • 38
    • 70350050130 scopus 로고    scopus 로고
    • An automated approach for reconstructing recent forest disturbance history using dense Landsat time series stacks
    • Huang C., Goward S.N., Masek J.G., Thomas N., Zhu Z., Vogelmann J.E. An automated approach for reconstructing recent forest disturbance history using dense Landsat time series stacks. Remote Sensing of Environment 2010, 114:183-198.
    • (2010) Remote Sensing of Environment , vol.114 , pp. 183-198
    • Huang, C.1    Goward, S.N.2    Masek, J.G.3    Thomas, N.4    Zhu, Z.5    Vogelmann, J.E.6
  • 47
    • 30644458630 scopus 로고    scopus 로고
    • Multitemporal landcover mapping for Canada: Methodology and products
    • Latifovic R., Pouliot D. Multitemporal landcover mapping for Canada: Methodology and products. Canadian Journal of Remote Sensing 2005, 31:347-363.
    • (2005) Canadian Journal of Remote Sensing , vol.31 , pp. 347-363
    • Latifovic, R.1    Pouliot, D.2
  • 48
    • 84869869894 scopus 로고    scopus 로고
    • Leica Geosystems Geospatial Imaging, L.L.C.
    • Leica Geosystems Geospatial Imaging, L.L.C. ERDAS IMAGINE version 9.1 2006.
    • (2006) ERDAS IMAGINE version 9.1
  • 49
    • 34047163965 scopus 로고    scopus 로고
    • Comparative assessment of the measures of thematic classification accuracy
    • Liu C., Frazier P., Kumar L. Comparative assessment of the measures of thematic classification accuracy. Remote Sensing of Environment 2007, 107:606-616.
    • (2007) Remote Sensing of Environment , vol.107 , pp. 606-616
    • Liu, C.1    Frazier, P.2    Kumar, L.3
  • 50
    • 1242321271 scopus 로고    scopus 로고
    • Impacts of imagery temporal frequency on land-cover change detection and monitoring
    • Lunetta R.S., Johnson D.M., Lyon J.G., Crotwell J. Impacts of imagery temporal frequency on land-cover change detection and monitoring. Remote Sensing of Environment 2004, 89:444-454.
    • (2004) Remote Sensing of Environment , vol.89 , pp. 444-454
    • Lunetta, R.S.1    Johnson, D.M.2    Lyon, J.G.3    Crotwell, J.4
  • 51
    • 0028589729 scopus 로고
    • Tau coefficients for accuracy assessment of classification of remote sensing data
    • Ma Z., Redmond R.L. Tau coefficients for accuracy assessment of classification of remote sensing data. Photogrammetric Engineering and Remote Sensing 1995, 61:435-439.
    • (1995) Photogrammetric Engineering and Remote Sensing , vol.61 , pp. 435-439
    • Ma, Z.1    Redmond, R.L.2
  • 52
    • 43949094827 scopus 로고    scopus 로고
    • Mapping North American forest disturbance from a decadal Landsat record: Methodology and initial results
    • Masek J.G., Huang C., Cohen W., Kutler J., Hall F., Wolfe R.E. Mapping North American forest disturbance from a decadal Landsat record: Methodology and initial results. Remote Sensing of Environment 2008, 112:2914-2926.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 2914-2926
    • Masek, J.G.1    Huang, C.2    Cohen, W.3    Kutler, J.4    Hall, F.5    Wolfe, R.E.6
  • 54
    • 27544513939 scopus 로고    scopus 로고
    • Spatially varying rules of landscape change: Lessons from a case study
    • McDonald R.I., Urban D.L. Spatially varying rules of landscape change: Lessons from a case study. Landscape and Urban Planning B 2006, 74:7-20.
    • (2006) Landscape and Urban Planning B , vol.74 , pp. 7-20
    • McDonald, R.I.1    Urban, D.L.2
  • 56
    • 24144450920 scopus 로고    scopus 로고
    • Island Press, Washington, DC, Millennium Ecosystem Assessment
    • Millennium Ecosystem Assessment Ecosystems and human well-being: Synthesis 2005, Island Press, Washington, DC.
    • (2005) Ecosystems and human well-being: Synthesis
  • 62
    • 0003931092 scopus 로고    scopus 로고
    • National Academy Press, Washington, DC, National Research Council
    • National Research Council Ecological indicators for the nation 2000, National Academy Press, Washington, DC.
    • (2000) Ecological indicators for the nation
  • 63
    • 15744363817 scopus 로고    scopus 로고
    • Signature extension through space for northern landcover classification: A comparison of radiometric correction methods
    • Olthof I., Butson C., Fraser R. Signature extension through space for northern landcover classification: A comparison of radiometric correction methods. Remote Sensing of Environment 2005, 95:290-302.
    • (2005) Remote Sensing of Environment , vol.95 , pp. 290-302
    • Olthof, I.1    Butson, C.2    Fraser, R.3
  • 65
    • 21144437168 scopus 로고    scopus 로고
    • Biocomplexity in coupled natural-human systems: A multidimensional framework
    • Pickett S.T.A., Cadenasso M.L., Grove J.M. Biocomplexity in coupled natural-human systems: A multidimensional framework. Ecosystems 2005, 8:225-232.
    • (2005) Ecosystems , vol.8 , pp. 225-232
    • Pickett, S.T.A.1    Cadenasso, M.L.2    Grove, J.M.3
  • 66
    • 84869867545 scopus 로고    scopus 로고
    • Python Software Foundation
    • Python Software Foundation Python version 2.7 2008.
    • (2008) Python version 2.7
  • 67
    • 35748932852 scopus 로고    scopus 로고
    • R Foundation for Statistical Computing, Vienna, Austria, R Development Core Team
    • R Development Core Team R: A language and environment for statistical computing 2007, R Foundation for Statistical Computing, Vienna, Austria, (URL http://www.R-project.org).
    • (2007) R: A language and environment for statistical computing
  • 69
    • 0036221284 scopus 로고    scopus 로고
    • A comparison of methods for monitoring multitemporal vegetation change using Thematic Mapper imagery
    • Rogan J., Franklin J., Roberts D.A. A comparison of methods for monitoring multitemporal vegetation change using Thematic Mapper imagery. Remote Sensing of Environment 2002, 80:143-156.
    • (2002) Remote Sensing of Environment , vol.80 , pp. 143-156
    • Rogan, J.1    Franklin, J.2    Roberts, D.A.3
  • 70
    • 0003413073 scopus 로고
    • Monitoring the vernal advancement and retrogradation (green wave effect) of natural vegetation
    • Texas A&M Univ., College Station, (93 pp.)
    • Rouse J.W., Haas R.H., Schell J.A., Deering D.W. Monitoring the vernal advancement and retrogradation (green wave effect) of natural vegetation. Prog. Rep. RSC 1978-1, Remote Sensing Center 1973, Texas A&M Univ., College Station, (93 pp.).
    • (1973) Prog. Rep. RSC 1978-1, Remote Sensing Center
    • Rouse, J.W.1    Haas, R.H.2    Schell, J.A.3    Deering, D.W.4
  • 73
    • 0345308554 scopus 로고    scopus 로고
    • Monitoring forest succession with multitemporal Landsat images: factors of uncertainty
    • Song C., Woodcock C.E. Monitoring forest succession with multitemporal Landsat images: factors of uncertainty. IEEE Transactions on Geoscience and Remote Sensing 2003, 41:2557-2567.
    • (2003) IEEE Transactions on Geoscience and Remote Sensing , vol.41 , pp. 2557-2567
    • Song, C.1    Woodcock, C.E.2
  • 74
    • 0035141621 scopus 로고    scopus 로고
    • Classification and change detection using Landsat TM data: When and how to correct atmospheric effects?
    • Song C., Woodcock C.E., Seto K.C., Lenney M.P., Macomber S.A. Classification and change detection using Landsat TM data: When and how to correct atmospheric effects?. Remote Sensing of Environment 2001, 75:230-244.
    • (2001) Remote Sensing of Environment , vol.75 , pp. 230-244
    • Song, C.1    Woodcock, C.E.2    Seto, K.C.3    Lenney, M.P.4    Macomber, S.A.5
  • 75
    • 0031255580 scopus 로고    scopus 로고
    • Selecting and interpreting measures of thematic classification accuracy
    • Stehman S.V. Selecting and interpreting measures of thematic classification accuracy. Remote Sensing of Environment 1997, 62:77-89.
    • (1997) Remote Sensing of Environment , vol.62 , pp. 77-89
    • Stehman, S.V.1
  • 76
    • 0032084126 scopus 로고    scopus 로고
    • Design and analysis for thematic map accuracy assessment: Fundamental principles
    • Stehman S.V., Czaplewski R.I. Design and analysis for thematic map accuracy assessment: Fundamental principles. Remote Sensing of Environment 1998, 64:331-344.
    • (1998) Remote Sensing of Environment , vol.64 , pp. 331-344
    • Stehman, S.V.1    Czaplewski, R.I.2
  • 77
    • 0019227654 scopus 로고
    • The use of prior probabilities in maximum likelihood classification of remotely sensed data
    • Strahler A.H. The use of prior probabilities in maximum likelihood classification of remotely sensed data. Remote Sensing of Environment 1980, 10:135-163.
    • (1980) Remote Sensing of Environment , vol.10 , pp. 135-163
    • Strahler, A.H.1
  • 79
    • 26244436874 scopus 로고    scopus 로고
    • Modeling landscape vegetation pattern in response to historic land-use: A hypothesis-driven approach for the North Carolina Piedmont, USA
    • Taverna K., Urban D.L., McDonald R.I. Modeling landscape vegetation pattern in response to historic land-use: A hypothesis-driven approach for the North Carolina Piedmont, USA. Landscape Ecology 2005, 20:689-702.
    • (2005) Landscape Ecology , vol.20 , pp. 689-702
    • Taverna, K.1    Urban, D.L.2    McDonald, R.I.3
  • 82
    • 0036847450 scopus 로고    scopus 로고
    • Atmospheric correction of MODIS data in the visible to middle infrared: First results
    • Vermote E.F., El Saleous N.Z., Justice C.O. Atmospheric correction of MODIS data in the visible to middle infrared: First results. Remote Sensing of Environment 2002, 83:97-111.
    • (2002) Remote Sensing of Environment , vol.83 , pp. 97-111
    • Vermote, E.F.1    El Saleous, N.Z.2    Justice, C.O.3
  • 84
    • 0034758556 scopus 로고    scopus 로고
    • Monitoring large areas for forest change using Landsat: Generalization across space, time and Landsat sensors
    • Woodcock C.E., Macomber S.A., Pax-Lenney M., Cohen W.B. Monitoring large areas for forest change using Landsat: Generalization across space, time and Landsat sensors. Remote Sensing of Environment 2001, 78:194-203.
    • (2001) Remote Sensing of Environment , vol.78 , pp. 194-203
    • Woodcock, C.E.1    Macomber, S.A.2    Pax-Lenney, M.3    Cohen, W.B.4
  • 85
    • 25844497537 scopus 로고    scopus 로고
    • Land cover classification and change analysis of the Twin Cities (Minnesota) Metropolitan Area by multitemporal remote sensing
    • Yuan F., Sawaya K.E., Loeffelholz B.C., Bauer M.E. Land cover classification and change analysis of the Twin Cities (Minnesota) Metropolitan Area by multitemporal remote sensing. Remote Sensing of Environment 2005, 98:317-328.
    • (2005) Remote Sensing of Environment , 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.