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Volumn 7, Issue 3, 2014, Pages 853-862

A comparison of pixel- and object-based glacier classification with optical satellite images

Author keywords

ASTER; debris cover; digital elevation model; glacier; Landsat; object oriented mapping; pixel based mapping; sea ice

Indexed keywords

DEBRIS; GLACIERS; IMAGE ANALYSIS; IMAGE CLASSIFICATION; PIXELS; SEA ICE; SEA LEVEL; WATER RESOURCES;

EID: 84897108907     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2013.2274668     Document Type: Article
Times cited : (90)

References (46)
  • 1
    • 34047202697 scopus 로고    scopus 로고
    • Mass balance of glaciers and ice caps: Consensus estimates for 1961-2004
    • G. Kaser, J. G. Cogley, M.B. Dyurgerov, M. F. Meier, and A. Ohmura, "Mass balance of glaciers and ice caps: Consensus estimates for 1961-2004," Geophys. Res. Lett., vol. 33, no. 19, p. L19501, 2006.
    • (2006) Geophys. Res. Lett , vol.33 , Issue.19
    • Kaser, G.1    Cogley, J.G.2    Dyurgerov, M.B.3    Meier, M.F.4    Ohmura, A.5
  • 2
    • 56749168193 scopus 로고    scopus 로고
    • Landsat-derived glacier inventory for Jotunheimen, Norway, and deduced glacier changes since the 1930s
    • L. Andreassen, F. Paul, A. Kääb, and J. Hausberg, "Landsat-derived glacier inventory for Jotunheimen, Norway, and deduced glacier changes since the 1930s," The Cryosphere, vol. 2, no. 2, pp. 131-145, 2008.
    • (2008) The Cryosphere , vol.2 , Issue.2 , pp. 131-145
    • Andreassen, L.1    Paul, F.2    Kääb, A.3    Hausberg, J.4
  • 3
    • 70350220443 scopus 로고    scopus 로고
    • Landsat-based inventory of glaciers in western Canada, 1985-2005
    • T. Bolch, B. Menounos, and R. Wheate, "Landsat-based inventory of glaciers in western Canada, 1985-2005," Remote Sens. Environ., vol. 114, no. 1, pp. 127-137, 2010.
    • (2010) Remote Sens. Environ , vol.114 , Issue.1 , pp. 127-137
    • Bolch, T.1    Menounos, B.2    Wheate, R.3
  • 4
    • 84856504998 scopus 로고    scopus 로고
    • A new satellite-derived glacier inventory for western Alaska
    • R. Le Bris, F. Paul, H. Frey, and T. Bolch, "A new satellite-derived glacier inventory for western Alaska," Annals of Glaciology, vol. 52, no. 59, pp. 135-143, 2011.
    • (2011) Annals of Glaciology , vol.52 , Issue.59 , pp. 135-143
    • Le Bris, R.1    Paul, F.2    Frey, H.3    Bolch, T.4
  • 5
    • 33748351619 scopus 로고    scopus 로고
    • Perspectives on the production of a glacier inventory from multispectral satellite data in Arctic Canada: Cumberland Peninsula, Baffin Island
    • F. Paul and A. Kaab, "Perspectives on the production of a glacier inventory from multispectral satellite data in Arctic Canada: Cumberland Peninsula, Baffin Island," Annals of Glaciology, vol. 42, no. 1, pp. 59-66, 2005. (Pubitemid 44334688)
    • (2005) Annals of Glaciology , vol.42 , pp. 59-66
    • Paul, F.1    Kaab, A.2
  • 6
    • 77249177569 scopus 로고    scopus 로고
    • Challenges and recommendations in mapping of glacier parameters from space: Results of the 2008 Global Land Ice Measurements from Space (GLIMS) workshop, Boulder, Colorado, USA
    • A. E. Racoviteanu, F. Paul, B. Raup, S. J. Khalsa, and R. Armstrong, "Challenges and recommendations in mapping of glacier parameters from space: Results of the 2008 Global Land Ice Measurements from Space (GLIMS) workshop, Boulder, Colorado, USA," Annals of Glaciology, vol. 50, no. 53, pp. 53-69, 2009.
    • (2009) Annals of Glaciology , vol.50 , Issue.53 , pp. 53-69
    • Racoviteanu, A.E.1    Paul, F.2    Raup, B.3    Khalsa, S.J.4    Armstrong, R.5
  • 7
    • 79952180398 scopus 로고    scopus 로고
    • Spatially variable response of Himalayan glaciers to climate change affected by debris cover
    • Jan
    • D. Scherler, B. Bookhagen, and M. R. Strecker, "Spatially variable response of Himalayan glaciers to climate change affected by debris cover," Nature Geoscience, vol. 4, no. 3, pp. 156-159, Jan. 2011.
    • (2011) Nature Geoscience , vol.4 , Issue.3 , pp. 156-159
    • Scherler, D.1    Bookhagen, B.2    Strecker, M.R.3
  • 8
    • 84862908509 scopus 로고    scopus 로고
    • Distribution of debris thickness and its effect on ice melt at Hailuogou glacier, southeastern Tibetan Plateau, using in situ surveys and ASTER imagery
    • Y. Zhang, K. Fujita, S. Liu, Q. Liu, and T. Nuimura, "Distribution of debris thickness and its effect on ice melt at Hailuogou glacier, southeastern Tibetan Plateau, using in situ surveys and ASTER imagery," J. Glaciology, vol. 57, no. 206, pp. 1147-1157, 2011.
    • (2011) J. Glaciology , vol.57 , Issue.206 , pp. 1147-1157
    • Zhang, Y.1    Fujita, K.2    Liu, S.3    Liu, Q.4    Nuimura, T.5
  • 9
    • 41349101324 scopus 로고    scopus 로고
    • Using ASTER satellite and ground-based surface temperature measurements to derive supraglacial debris cover and thickness patterns on Miage Glacier (Mont Blanc Massif, Italy)
    • DOI 10.1016/j.coldregions.2007.03.004, PII S0165232X07000559
    • C. Mihalcea, B. W. Brock, G. Diolaiuti, C. D'Agata, M. Citterio, M. P. Kirkbride, M. E. J. Cutler, and C. Smiraglia, "Using ASTER satellite and ground-based surface temperature measurements to derive supraglacial debris cover and thickness patterns on Miage Glacier (Mont Blanc Massif, Italy)," Cold Regions Science and Technology, vol. 52, no. 3, pp. 341-354, 2008. (Pubitemid 351448145)
    • (2008) Cold Regions Science and Technology , vol.52 , Issue.3 , pp. 341-354
    • Mihalcea, C.1    Brock, B.W.2    Diolaiuti, G.3    D'Agata, C.4    Citterio, M.5    Kirkbride, M.P.6    Cutler, M.E.J.7    Smiraglia, C.8
  • 10
    • 84865576512 scopus 로고    scopus 로고
    • A physically based method for estimating supraglacial debris thickness from thermal band remote-sensing data
    • L. A. Foster, B. W. Brock, M. E. J. Cutler, and F. Diotri, "A physically based method for estimating supraglacial debris thickness from thermal band remote-sensing data," J. Glaciology, vol. 58, no. 210, pp. 677-691, 2012.
    • (2012) J. Glaciology , vol.58 , Issue.210 , pp. 677-691
    • Foster, L.A.1    Brock, B.W.2    Cutler, M.E.J.3    Diotri, F.4
  • 12
    • 77951207426 scopus 로고    scopus 로고
    • Synergistic approach for mapping debris-covered glaciers using optical-thermal remote sensing data with inputs fromgeomorphometric parameters
    • Jul
    • A. Shukla, M. K. Arora, and R. P. Gupta, "Synergistic approach for mapping debris-covered glaciers using optical-thermal remote sensing data with inputs fromgeomorphometric parameters," Remote Sens. Environ., vol. 114, no. 7, pp. 1378-1387, Jul. 2010.
    • (2010) Remote Sens. Environ , vol.114 , Issue.7 , pp. 1378-1387
    • Shukla, A.1    Arora, M.K.2    Gupta, R.P.3
  • 13
    • 1242321308 scopus 로고    scopus 로고
    • Combining satellite multispectral image data and a digital elevation model for mapping debris-covered glaciers
    • DOI 10.1016/j.rse.2003.11.007
    • F. Paul, C. Huggel, and A. Kääb, "Combining satellite multispectral image data and a digital elevation model for mapping debris-covered glaciers," Remote Sens. Environ., vol. 89, no. 4, pp. 510-518, Feb. 2004. (Pubitemid 38215275)
    • (2004) Remote Sensing of Environment , vol.89 , Issue.4 , pp. 510-518
    • Paul, F.1    Huggel, C.2    Kaab, A.3
  • 15
    • 80051906900 scopus 로고    scopus 로고
    • Mapping of debris-covered glaciers in the Garhwal Himalayas using ASTER DEMs and thermal data
    • Sep
    • R. Bhambri, T. Bolch, and R. K. Chaujar, "Mapping of debris-covered glaciers in the Garhwal Himalayas using ASTER DEMs and thermal data," Int. J. Remote Sens., vol. 32, no. 23, pp. 8095-8119, Sep. 2011.
    • (2011) Int. J. Remote Sens , vol.32 , Issue.23 , pp. 8095-8119
    • Bhambri, R.1    Bolch, T.2    Chaujar, R.K.3
  • 16
    • 84869222016 scopus 로고    scopus 로고
    • Decision tree and texture analysis for mapping debris-covered glaciers in the Kangchenjunga Area, Eastern Himalaya
    • Oct
    • A. Racoviteanu and M. W. Williams, "Decision tree and texture analysis for mapping debris-covered glaciers in the Kangchenjunga Area, Eastern Himalaya," Remote Sens., vol. 4, no. 10, pp. 3078-3109, Oct. 2012.
    • (2012) Remote Sens , vol.4 , Issue.10 , pp. 3078-3109
    • Racoviteanu, A.1    Williams, M.W.2
  • 17
    • 84897111771 scopus 로고    scopus 로고
    • Cryosphere Theme report-For the monitoring of our environment from space and from earth
    • J. Key, M. Drinkwater, and J. Ukita, "Cryosphere Theme report-For the monitoring of our environment from space and from earth," in IGOS, 2007.
    • (2007) IGOS
    • Key, J.1    Drinkwater, M.2    Ukita, J.3
  • 19
    • 0035382401 scopus 로고    scopus 로고
    • Was ist mit den Pixeln los? Neue Entwicklungen zur Integration von Fernerkundung und GIS
    • T. Blaschke and J. Strobl, "What's wrong with pixels? Some recent developments interfacing remote sensing and GIS," Geo-Informations-Systems (GIS), vol. 6, pp. 12-17, 2001. (Pubitemid 34744385)
    • (2001) Geo-Informations-Systeme , vol.14 , Issue.6 , pp. 12-17
    • Blaschke, T.1    Strobl, J.2
  • 20
    • 0031634285 scopus 로고    scopus 로고
    • Utilizing geometric attributes of spatial information to improve digital image classification
    • Mai
    • S. Narumalani, Y. Zhou, and D. E. Jelinski, "Utilizing geometric attributes of spatial information to improve digital image classification," Remote Sens. Rev., vol. 16, no. 4, pp. 233-253, Mai 1998.
    • (1998) Remote Sens. Rev , vol.16 , Issue.4 , pp. 233-253
    • Narumalani, S.1    Zhou, Y.2    Jelinski, D.E.3
  • 21
    • 73249139477 scopus 로고    scopus 로고
    • Object based image analysis for remote sensing
    • T. Blaschke, "Object based image analysis for remote sensing," ISPRS J. Photogramm. Remote Sens., vol. 65, no. 1, pp. 2-16, 2010.
    • (2010) ISPRS J. Photogramm. Remote Sens , vol.65 , Issue.1 , pp. 2-16
    • Blaschke, T.1
  • 22
    • 0001812168 scopus 로고    scopus 로고
    • Multiresolution segmentation-An optimization approach for high quality multi-scale image segmentation
    • Heidelberg: Wichmann-Verlag
    • M. Baatz and A. Schäpe, "Multiresolution segmentation-An optimization approach for high quality multi-scale image segmentation," in Angewandte Geographische Informationsverarbeitung XII. Heidelberg: Wichmann-Verlag, 2000, pp. 12-23.
    • (2000) Angewandte Geographische Informationsverarbeitung XII , pp. 12-23
    • Baatz, M.1    Schäpe, A.2
  • 23
    • 36248981801 scopus 로고    scopus 로고
    • Comparison of object oriented classification techniques and standard image analysis for the use of change detection between SPOT multispectral satellite images and aerial photos
    • G. Willhauck, T. Schneider, R. De Kok, and U. Ammer, "Comparison of object oriented classification techniques and standard image analysis for the use of change detection between SPOT multispectral satellite images and aerial photos," in Proc. XIX ISPRS Congress, 2000, pp. 16-22.
    • (2000) Proc. XIX ISPRS Congress , pp. 16-22
    • Willhauck, G.1    Schneider, T.2    De Kok, R.3    Ammer, U.4
  • 25
    • 0036337286 scopus 로고    scopus 로고
    • ASTER measurement of supraglacial lakes in the Mount Everest region of the Himalaya
    • Papers from the Fourth International Symposium on Remote Sensing in Glaciology held in Colleg Park, Maryland, USA, 3-8 June 2001
    • R. L. Wessels, J. S. Kargel, and H. H. Kieffer, "ASTER measurement of supraglacial lakes in the Mount Everest region of the Himalaya," Annals of Glaciology, vol. 34, no. 1, pp. 399-408, 2002. (Pubitemid 34866134)
    • (2002) Annals of Glaciology , vol.34 , pp. 399-408
    • Wessels, R.L.1    Kargel, J.S.2    Kieffer, H.H.3
  • 27
    • 44649143527 scopus 로고    scopus 로고
    • Planimetric and volumetric glacier changes in the Khumbu Himal, Nepal, since 1962 using Corona, Landsat TM and ASTER data
    • T. Bolch, M. Buchroithner, T. Pieczonka, and A. Kunert, "Planimetric and volumetric glacier changes in the Khumbu Himal, Nepal, since 1962 using Corona, Landsat TM and ASTER data," J. Glaciology, vol. 54, no. 187, pp. 592-600, 2008.
    • (2008) J. Glaciology , vol.54 , Issue.187 , pp. 592-600
    • Bolch, T.1    Buchroithner, M.2    Pieczonka, T.3    Kunert, A.4
  • 28
    • 84864102237 scopus 로고    scopus 로고
    • Compilation of a glacier inventory for the western Himalayas from satellite data: Methods, challenges, and results
    • Sep
    • H. Frey, F. Paul, and T. Strozzi, "Compilation of a glacier inventory for the western Himalayas from satellite data: Methods, challenges, and results," Remote Sens. Environ., vol. 124, pp. 832-843, Sep. 2012.
    • (2012) Remote Sens. Environ , vol.124 , pp. 832-843
    • Frey, H.1    Paul, F.2    Strozzi, T.3
  • 29
    • 70350196157 scopus 로고    scopus 로고
    • Identification of glacier motion and potentially dangerous glacial lakes in the Mt. Everest region/Nepal using spaceborne imagery
    • T. Bolch, M. F. Buchroithner, J. Peters, M. Baessler, and S. Bajracharya, "Identification of glacier motion and potentially dangerous glacial lakes in the Mt. Everest region/Nepal using spaceborne imagery," Natural Hazards and Earth System Sciences, vol. 8, no. 6, pp. 1329-1340, 2008.
    • (2008) Natural Hazards and Earth System Sciences , vol.8 , Issue.6 , pp. 1329-1340
    • Bolch, T.1    Buchroithner, M.F.2    Peters, J.3    Baessler, M.4    Bajracharya, S.5
  • 30
    • 49649104050 scopus 로고    scopus 로고
    • Glacial changes of five southwest British Columbia icefields, Canada, mid-1980s to 1999
    • J. A. VanLooy and R. R. Forster, "Glacial changes of five southwest British Columbia icefields, Canada, mid-1980s to 1999," J. Glaciology, vol. 54, no. 186, pp. 469-478, 2008.
    • (2008) J. Glaciology , vol.54 , Issue.186 , pp. 469-478
    • Vanlooy, J.A.1    Forster, R.R.2
  • 31
    • 84870925016 scopus 로고    scopus 로고
    • The first complete inventory of the local glaciers and ice caps on Greenland
    • P. Rastner, T. Bolch, N. Mölg, H. Machguth, R. Le Bris, and F. Paul, "The first complete inventory of the local glaciers and ice caps on Greenland," The Cryosphere, vol. 6, pp. 1483-1495, 2012.
    • (2012) The Cryosphere , vol.6 , pp. 1483-1495
    • Rastner, P.1    Bolch, T.2    Mölg, N.3    Machguth, H.4    Le Bris, R.5    Paul, F.6
  • 32
    • 84855607527 scopus 로고    scopus 로고
    • Redlands, CA: Environmental Systems Research Institute, [Online], [Zugegriffen: 18-März-2013]
    • ESRI, ArcGIS Desktop: Release 10. Redlands, CA: Environmental Systems Research Institute, 2013 [Online]. Available: http://webhelp. esri.com/arcgisdesktop/9.2/index.cfm?TopicName=welcome, [Zugegriffen: 18-März-2013]
    • (2013) ArcGIS Desktop: Release 10
  • 33
    • 0024785192 scopus 로고
    • Spectral signature of alpine snow cover from the Landsat Thematic Mapper
    • DOI 10.1016/0034-4257(89)90101-6
    • J. Dozier, "Spectral signature of alpine snow cover from the Landsat thematicmapper," Remote Sens. Environ., vol. 28, no. 0, pp. 9-22, Apr. 1989. (Pubitemid 20402512)
    • (1989) Remote Sensing of Environment , vol.28 , pp. 9-22
    • Dozier, J.1
  • 34
    • 1842599743 scopus 로고    scopus 로고
    • Greenbelt, MD: Landsat Project Science Office, Landsat Project Science Office
    • Landsat 7 Science Data Users Handbook. Greenbelt, MD: Landsat Project Science Office, 2006, Landsat Project Science Office.
    • (2006) Landsat 7 Science Data Users Handbook
  • 35
    • 0036146627 scopus 로고    scopus 로고
    • Temperature and emissivity separation from multispectral thermal infrared observations
    • DOI 10.1016/S0034-4257(01)00272-3, PII S0034425701002723
    • T. Schmugge, A. French, J. C. Ritchie, A. Rango, and H. Pelgrum, "Temperature and emissivity separation from multispectral thermal infrared observations," Remote Sens. Environ., vol. 79, no. 2, pp. 189-198, 2002. (Pubitemid 34067841)
    • (2002) Remote Sensing of Environment , vol.79 , Issue.2-3 , pp. 189-198
    • Schmugge, T.1    French, A.2    Ritchie, J.C.3    Rango, A.4    Pelgrum, H.5
  • 37
    • 57049101076 scopus 로고    scopus 로고
    • Glacier mapping in high mountains using DEMs, Landsat and ASTER data
    • T. Bolch and U. Kamp, "Glacier mapping in high mountains using DEMs, Landsat and ASTER data," Grazer Schriften der Geographie und Raumforschung, vol. 41, pp. 37-48, 2006.
    • (2006) Grazer Schriften der Geographie und Raumforschung , vol.41 , pp. 37-48
    • Bolch, T.1    Kamp, U.2
  • 38
    • 79957870771 scopus 로고    scopus 로고
    • Glacier fluctuations between 1975 and 2008 in the Greater Himalaya Range of Zanskar, southern Ladakh
    • U. Kamp, M. Byrne, and T. Bolch, "Glacier fluctuations between 1975 and 2008 in the Greater Himalaya Range of Zanskar, southern Ladakh," J. Mountain Science, vol. 8, pp. 374-389, 2011.
    • (2011) J. Mountain Science , vol.8 , pp. 374-389
    • Kamp, U.1    Byrne, M.2    Bolch, T.3
  • 39
    • 77951206715 scopus 로고    scopus 로고
    • Delineation of debris-covered glacier boundaries using optical and thermal remote sensing data
    • März
    • A. Shukla, R. P. Gupta, and M. K. Arora, "Delineation of debris-covered glacier boundaries using optical and thermal remote sensing data," Remote Sens. Lett., vol. 1, no. 1, pp. 11-17, März 2010.
    • (2010) Remote Sens. Lett , vol.1 , Issue.1 , pp. 11-17
    • Shukla, A.1    Gupta, R.P.2    Arora, M.K.3
  • 42
    • 79955383550 scopus 로고    scopus 로고
    • Assessing object-based classification: Advantages and limitations
    • Dez
    • D. Liu and F. Xia, "Assessing object-based classification: Advantages and limitations," Remote Sens. Lett., vol. 1, no. 4, pp. 187-194, Dez. 2010.
    • (2010) Remote Sens. Lett , vol.1 , Issue.4 , pp. 187-194
    • Liu, D.1    Xia, F.2
  • 43
    • 44649085301 scopus 로고    scopus 로고
    • Decadal changes in glacier parameters in the Cordillera Blanca, Peru, derived from remote sensing
    • A. E. Racoviteanu, Y. Arnaud, M. W. Williams, and J. Ordonez, "Decadal changes in glacier parameters in the Cordillera Blanca, Peru, derived from remote sensing," J. Glaciology, vol. 54, no. 186, pp. 499-510, 2008.
    • (2008) J. Glaciology , vol.54 , Issue.186 , pp. 499-510
    • Racoviteanu, A.E.1    Arnaud, Y.2    Williams, M.W.3    Ordonez, J.4
  • 44
    • 0142242343 scopus 로고    scopus 로고
    • Preliminary evaluation of eCognition object-based software for cut block delineation and feature extraction
    • D. Flanders, M. Hall-Beyer, and J. Pereverzoff, "Preliminary evaluation of eCognition object-based software for cut block delineation and feature extraction," Can. J. Remote Sens., vol. 29, no. 4, pp. 441-452, 2003.
    • (2003) Can. J. Remote Sens , vol.29 , Issue.4 , pp. 441-452
    • Flanders, D.1    Hall-Beyer, M.2    Pereverzoff, J.3
  • 45


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