메뉴 건너뛰기




Volumn 8, Issue 10, 2013, Pages

Effective Key Parameter Determination for an Automatic Approach to Land Cover Classification Based on Multispectral Remote Sensing Imagery

Author keywords

[No Author keywords available]

Indexed keywords

AQUATIC ENVIRONMENT; ARTICLE; AUTOMATION; CLASSIFICATION ALGORITHM; CONTROLLED STUDY; CROPLAND; FOREST; GEOGRAPHIC MAPPING; GRASSLAND; IMAGE PROCESSING; IMAGING AND DISPLAY; KAPPA STATISTICS; LAND USE; MEASUREMENT ACCURACY; REMOTE SENSING; RESIDENTIAL AREA; SATELLITE IMAGE; SYSTEMATIC ERROR; THEMATIC ANALYSIS;

EID: 84886617025     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0075852     Document Type: Article
Times cited : (5)

References (44)
  • 1
    • 84866852930 scopus 로고    scopus 로고
    • A Simple Semi-Automatic Approach for Land Cover Classification form Multispectral Remote Sensing Imagery
    • doi:10.1371/journal.pone.0045889
    • Jiang D, Huang Y, Zhuang D, Zhu Y, Xu X, et al. (2012) A Simple Semi-Automatic Approach for Land Cover Classification form Multispectral Remote Sensing Imagery. PLoS ONE 7 (9) (): e45889 doi: 10.1371/journal.pone.0045889.
    • (2012) PLoS ONE , vol.7 , Issue.9
    • Jiang, D.1    Huang, Y.2    Zhuang, D.3    Zhu, Y.4    Xu, X.5
  • 2
    • 77952285615 scopus 로고    scopus 로고
    • Progress of the research methodologies on the temporal and spatial process of LUCC
    • Liu JY, Deng XZ, (2010) Progress of the research methodologies on the temporal and spatial process of LUCC. Chinese Sci Bull 55: 1354-1362.
    • (2010) Chinese Sci Bull , vol.55 , pp. 1354-1362
    • Liu, J.Y.1    Deng, X.Z.2
  • 3
    • 79953189385 scopus 로고    scopus 로고
    • Comparison of methods for LUCC monitoring over 50 years from aerial photographs and satellite images in a Sahelian catchment
    • Denis R, Antoine T, Christian P, Claudine D, (2011) Comparison of methods for LUCC monitoring over 50 years from aerial photographs and satellite images in a Sahelian catchment. International Journal of Remote Sensing 32 (6) (): 1747-1777.
    • (2011) International Journal of Remote Sensing , vol.32 , Issue.6 , pp. 1747-1777
    • Denis, R.1    Antoine, T.2    Christian, P.3    Claudine, D.4
  • 4
    • 79957495240 scopus 로고    scopus 로고
    • How much is built? Quantifying and interpreting patterns of built space from different data sources
    • Daniel EO, Bethany AB, Jeff A, John FM, Steven PH, (2011) How much is built? Quantifying and interpreting patterns of built space from different data sources. International Journal of Remote Sensing 32 (9) (): 2621-2644.
    • (2011) International Journal of Remote Sensing , vol.32 , Issue.9 , pp. 2621-2644
    • Daniel, E.O.1    Bethany, A.B.2    Jeff, A.3    John, F.M.4    Steven, P.H.5
  • 6
    • 33746560772 scopus 로고    scopus 로고
    • Changes in landscape spatial pattern in the highly developing state of Selangor, peninsular Malaysia
    • Abdullah SA, Nakagoshi N, (2006) Changes in landscape spatial pattern in the highly developing state of Selangor, peninsular Malaysia. Landscape Urban Planning 77: 263-275.
    • (2006) Landscape Urban Planning , vol.77 , pp. 263-275
    • Abdullah, S.A.1    Nakagoshi, N.2
  • 8
    • 81355126566 scopus 로고    scopus 로고
    • A method for trend-based change analysis in Arctic tundra using the 25-year Landsat archive
    • Robert F, Ian O, Mélanie C, Alice D, Darren P, (2012) A method for trend-based change analysis in Arctic tundra using the 25-year Landsat archive. Polar Record 48 (1) (): 83-93.
    • (2012) Polar Record , vol.48 , Issue.1 , pp. 83-93
    • Robert, F.1    Ian, O.2    Mélanie, C.3    Alice, D.4    Darren, P.5
  • 10
    • 26944433785 scopus 로고    scopus 로고
    • Spatial and temporal patterns of China's cropland during 1990-2000: An analysis based on Landsat TM data
    • Liu J, Liu M, Tian H, Zhuang D, Zhang Z, et al. (2005) Spatial and temporal patterns of China's cropland during 1990-2000: An analysis based on Landsat TM data. Remote Sensing of Environment 98: 442-456.
    • (2005) Remote Sensing of Environment , vol.98 , pp. 442-456
    • Liu, J.1    Liu, M.2    Tian, H.3    Zhuang, D.4    Zhang, Z.5
  • 15
    • 79960036621 scopus 로고    scopus 로고
    • Patterns and trends in land use/land cover change research explored using self-organizing map
    • Wang YC, Feng CC, (2011) Patterns and trends in land use/land cover change research explored using self-organizing map. International Journal of Remote Sensing 32 (13) (): 3765-3790.
    • (2011) International Journal of Remote Sensing , vol.32 , Issue.13 , pp. 3765-3790
    • Wang, Y.C.1    Feng, C.C.2
  • 16
    • 84876484312 scopus 로고    scopus 로고
    • Spatial location and ecological content of support vectors in an SVM classification of tropical vegetation
    • Robin P, Antoine C, (2013) Spatial location and ecological content of support vectors in an SVM classification of tropical vegetation. Remote Sensing Letters 4 (7) (): 686-695.
    • (2013) Remote Sensing Letters , vol.4 , Issue.7 , pp. 686-695
    • Robin, P.1    Antoine, C.2
  • 18
    • 0037457233 scopus 로고    scopus 로고
    • A method for object-oriented land cover classification combining Landsat TM data and aerial photographs
    • Geneletti D, Gorte BGH, (2003) A method for object-oriented land cover classification combining Landsat TM data and aerial photographs. International Journal of Remote Sensing 24 (6) (): 1273-1286.
    • (2003) International Journal of Remote Sensing , vol.24 , Issue.6 , pp. 1273-1286
    • Geneletti, D.1    Gorte, B.G.H.2
  • 19
    • 84866465248 scopus 로고    scopus 로고
    • An object-oriented classification method for mapping mangroves in Guinea, West Africa, using multipolarized ALOS PALSAR L-band data
    • Francisco FDS, John MK, Patrick L, (2013) An object-oriented classification method for mapping mangroves in Guinea, West Africa, using multipolarized ALOS PALSAR L-band data. International Journal of Remote Sensing 34 (2) (): 563-586.
    • (2013) International Journal of Remote Sensing , vol.34 , Issue.2 , pp. 563-586
    • Francisco, F.D.S.1    John, M.K.2    Patrick, L.3
  • 20
    • 77955326628 scopus 로고    scopus 로고
    • Mapping global urban areas using MODIS 500 - m data: New methods and datasets based on 'urban ecoregions
    • Schneider A, Friedl MA, Potere D, (2010) Mapping global urban areas using MODIS 500- m data: New methods and datasets based on 'urban ecoregions'. Remote Sensing of Environment 114: 1733-1746.
    • (2010) Remote Sensing of Environment , vol.114 , pp. 1733-1746
    • Schneider, A.1    Friedl, M.A.2    Potere, D.3
  • 21
    • 0029667616 scopus 로고    scopus 로고
    • Classification trees: an alternative to traditional land cover classifiers
    • Hansen M, Dubayah R, Defries R, (1996) Classification trees: an alternative to traditional land cover classifiers. International Journal of Remote Sensing 17: 1075-1081.
    • (1996) International Journal of Remote Sensing , vol.17 , pp. 1075-1081
    • Hansen, M.1    Dubayah, R.2    Defries, R.3
  • 23
    • 79952073445 scopus 로고    scopus 로고
    • Automating land cover mapping of Scotland using expert system and knowledge integration methods
    • Aitkenhead MJ, Aalders IH, (2011) Automating land cover mapping of Scotland using expert system and knowledge integration methods. Remote Sensing of Environment 115 (5) (): 1285-1295.
    • (2011) Remote Sensing of Environment , vol.115 , Issue.5 , pp. 1285-1295
    • Aitkenhead, M.J.1    Aalders, I.H.2
  • 25
    • 0037457110 scopus 로고    scopus 로고
    • Vineyard identification in an oak woodland landscape with airborne digital camera imagery
    • Gong P, Mahler S, Biging G, Newburn D, (2003) Vineyard identification in an oak woodland landscape with airborne digital camera imagery. International Journal of Remote Sensing 24: 1303-1315.
    • (2003) International Journal of Remote Sensing , vol.24 , pp. 1303-1315
    • Gong, P.1    Mahler, S.2    Biging, G.3    Newburn, D.4
  • 28
    • 77649188161 scopus 로고    scopus 로고
    • Classifying historical remotely sensed imagery using a tempo-spatial feature evolution (T-SFE) model
    • Xie Y, Sha Z, Bai Y, (2010) Classifying historical remotely sensed imagery using a tempo-spatial feature evolution (T-SFE) model. ISPRS Journal of Photogrammetry and Remote Sensing 65 (2) (): 182-190.
    • (2010) ISPRS Journal of Photogrammetry and Remote Sensing , vol.65 , Issue.2 , pp. 182-190
    • Xie, Y.1    Sha, Z.2    Bai, Y.3
  • 29
    • 79960357043 scopus 로고    scopus 로고
    • Utilizing temporally invariant calibration sites to classify multiple dates of satellite imagery
    • Fortier J, Rogan J, Woodcock C, Runfola DM, (2011) Utilizing temporally invariant calibration sites to classify multiple dates of satellite imagery. Photogrammetric Engineering & Remote Sensing 77 (2) (): 181-189.
    • (2011) Photogrammetric Engineering & Remote Sensing , vol.77 , Issue.2 , pp. 181-189
    • Fortier, J.1    Rogan, J.2    Woodcock, C.3    Runfola, D.M.4
  • 30
    • 64549085340 scopus 로고    scopus 로고
    • Updating the 2001 National Land Cover Database land cover classification to 2006 by using Landsat imagery change detection methods
    • Xian G, Collin H, Fry J, (2009) Updating the 2001 National Land Cover Database land cover classification to 2006 by using Landsat imagery change detection methods. Remote Sensing of Environment 113 (6) (): 1133-1147.
    • (2009) Remote Sensing of Environment , vol.113 , Issue.6 , pp. 1133-1147
    • Xian, G.1    Collin, H.2    Fry, J.3
  • 34
    • 33750525529 scopus 로고    scopus 로고
    • Assessing the accuracy of species distribution models: Prevalence, kappa and the true skill statistic (TSS)
    • Allouche O, Tsoar A, Kadmon R, (2006) Assessing the accuracy of species distribution models: Prevalence, kappa and the true skill statistic (TSS). Journal of Applied Ecology 43: 1223-1232.
    • (2006) Journal of Applied Ecology , vol.43 , pp. 1223-1232
    • Allouche, O.1    Tsoar, A.2    Kadmon, R.3
  • 36
    • 0026278621 scopus 로고
    • A review of assessing the accuracy of classifications of remotely sensed data
    • Congalton RG, (1991) A review of assessing the accuracy of classifications of remotely sensed data. Remote Sensing of Environment 37: 35-46.
    • (1991) Remote Sensing of Environment , vol.37 , pp. 35-46
    • Congalton, R.G.1
  • 38
    • 77951200860 scopus 로고    scopus 로고
    • Integrating GIS and remote sensing for identification of groundwater potential zones in the hilly terrain of Pavagarh, Gujarat, India
    • Gupta M, Srivastava PK, (2010) Integrating GIS and remote sensing for identification of groundwater potential zones in the hilly terrain of Pavagarh, Gujarat, India. Water International 35: 233-245.
    • (2010) Water International , vol.35 , pp. 233-245
    • Gupta, M.1    Srivastava, P.K.2
  • 39
    • 0017360990 scopus 로고
    • The measurement of observer agreement for categorical data
    • Landis J, Koch G, (1977) The measurement of observer agreement for categorical data. Biometrics 33: 159-174.
    • (1977) Biometrics , vol.33 , pp. 159-174
    • Landis, J.1    Koch, G.2
  • 40
    • 0034654267 scopus 로고    scopus 로고
    • Interval estimation for Cohen's Kappa as a measure of agreement
    • Blackman N, Koval J, (2000) Interval estimation for Cohen's Kappa as a measure of agreement. Statistics in Medicine 19: 723-741.
    • (2000) Statistics in Medicine , vol.19 , pp. 723-741
    • Blackman, N.1    Koval, J.2
  • 41
    • 84886637034 scopus 로고    scopus 로고
    • Baidu. Introduction of Mongolia Weichang Manchu Autonomous County, China. Available
    • Baidu. Introduction of Mongolia Weichang Manchu Autonomous County, China. Available: http://baike.baidu.com/view/1214694.htm.
  • 42
    • 0041672955 scopus 로고    scopus 로고
    • The land use and land cover change database and its relative studies in China
    • Liu J, Liu M, Deng X, Zhuang D, Zhang Z, et al. (2002) The land use and land cover change database and its relative studies in China. Journal of Geographical Sciences 12: 275-282.
    • (2002) Journal of Geographical Sciences , vol.12 , pp. 275-282
    • Liu, J.1    Liu, M.2    Deng, X.3    Zhuang, D.4    Zhang, Z.5
  • 43
    • 0042389533 scopus 로고    scopus 로고
    • Study on spatial pattern of land-use change in China during 1995-2000
    • Liu J, Liu M, Zhuang D, Zhang Z, Deng X, (2003) Study on spatial pattern of land-use change in China during 1995-2000. Science in China, Series D 46: 373-384.
    • (2003) Science in China, Series D , vol.46 , pp. 373-384
    • Liu, J.1    Liu, M.2    Zhuang, D.3    Zhang, Z.4    Deng, X.5
  • 44
    • 79952043370 scopus 로고    scopus 로고
    • Change vector analysis in posterior probability space: a new method for land cover change detection
    • Chen J, Chen X, Cui X, Chen J, (2011) Change vector analysis in posterior probability space: a new method for land cover change detection. IEEE Geoscience and Remote Sensing Letters 8 (2) (): 317-321.
    • (2011) IEEE Geoscience and Remote Sensing Letters , vol.8 , Issue.2 , pp. 317-321
    • Chen, J.1    Chen, X.2    Cui, X.3    Chen, J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.