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Volumn 97, Issue , 2014, Pages 98-110

Applying object-based segmentation in the temporal domain to characterise snow seasonality

Author keywords

Alpine; Australia; MODIS; Object based image analysis; Seasonality; Snow cover; Time series

Indexed keywords

IMAGE ANALYSIS; RADIOMETERS; REMOTE SENSING; TIME SERIES; TIME SERIES ANALYSIS;

EID: 84907181671     PISSN: 09242716     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.isprsjprs.2014.08.010     Document Type: Article
Times cited : (16)

References (77)
  • 1
    • 0002937434 scopus 로고    scopus 로고
    • The effect of snow cover on small animals
    • Cambridge University Press, Cambridge, H.G. Jones, J.W. Pomeroy, D.A. Walker, R.W. Hoham (Eds.)
    • Aitchison C.W. The effect of snow cover on small animals. Snow Ecology: An Interdisciplinary Examination of Snow-covered Ecosystems 2001, 229-265. Cambridge University Press, Cambridge. H.G. Jones, J.W. Pomeroy, D.A. Walker, R.W. Hoham (Eds.).
    • (2001) Snow Ecology: An Interdisciplinary Examination of Snow-covered Ecosystems , pp. 229-265
    • Aitchison, C.W.1
  • 2
    • 79960679550 scopus 로고    scopus 로고
    • Introduction to object-based landscape analysis
    • Aplin P., Smith G.M. Introduction to object-based landscape analysis. Int. J. Geogr. Inf. Sci. 2011, 25:869-875.
    • (2011) Int. J. Geogr. Inf. Sci. , vol.25 , pp. 869-875
    • Aplin, P.1    Smith, G.M.2
  • 3
    • 33751190731 scopus 로고    scopus 로고
    • Validation of the MODIS snow product and cloud mask using student and NWS cooperative station observations in the Lower Great Lakes Region
    • Ault T.W., Czajkowski K.P., Benko T., Coss J., Struble J., Spongberg A., Templin M., Gross C. Validation of the MODIS snow product and cloud mask using student and NWS cooperative station observations in the Lower Great Lakes Region. Remote Sens. Environ. 2006, 105:341-353.
    • (2006) Remote Sens. Environ. , vol.105 , pp. 341-353
    • Ault, T.W.1    Czajkowski, K.P.2    Benko, T.3    Coss, J.4    Struble, J.5    Spongberg, A.6    Templin, M.7    Gross, C.8
  • 5
    • 41549112556 scopus 로고    scopus 로고
    • Towards a framework for change detection based on image objects
    • In: Erasmi, S., Cyffka, B., Kappas, M. (Eds.), Go¨ttinger Geographische Abhandlungen, Go¨ttingen
    • Blaschke, T., 2005. Towards a framework for change detection based on image objects. In: Erasmi, S., Cyffka, B., Kappas, M. (Eds.), Go¨ttinger Geographische Abhandlungen, Go¨ttingen, pp. 1-9.
    • (2005) , pp. 1-9
    • Blaschke, T.1
  • 6
    • 73249139477 scopus 로고    scopus 로고
    • Object based image analysis for remote sensing
    • Blaschke T. Object based image analysis for remote sensing. ISPRS J. Photogr. Remote Sens. 2010, 65:2-16.
    • (2010) ISPRS J. Photogr. Remote Sens. , vol.65 , pp. 2-16
    • Blaschke, T.1
  • 8
    • 43949112280 scopus 로고    scopus 로고
    • An object-based change detection method accounting for temporal dependences in time series with medium to coarse spatial resolution
    • Bontemps S., Bogaert P., Titeux N., Defourny P. An object-based change detection method accounting for temporal dependences in time series with medium to coarse spatial resolution. Remote Sens. Environ. 2008, 112:3181-3191.
    • (2008) Remote Sens. Environ. , vol.112 , pp. 3181-3191
    • Bontemps, S.1    Bogaert, P.2    Titeux, N.3    Defourny, P.4
  • 9
    • 84860519315 scopus 로고    scopus 로고
    • Satellite based observations for seasonal snow cover detection and characterisation in Australia
    • Bormann K.J., McCabe M.F., Evans J.P. Satellite based observations for seasonal snow cover detection and characterisation in Australia. Remote Sens. Environ. 2012, 123:57-71.
    • (2012) Remote Sens. Environ. , vol.123 , pp. 57-71
    • Bormann, K.J.1    McCabe, M.F.2    Evans, J.P.3
  • 10
    • 64349107491 scopus 로고    scopus 로고
    • The potential of tree rings in Eucalyptus pauciflora for climatological and hydrological reconstruction
    • Brookhouse M., Lindesay J., Brack C. The potential of tree rings in Eucalyptus pauciflora for climatological and hydrological reconstruction. Geogr. Res. 2008, 46:421-434.
    • (2008) Geogr. Res. , vol.46 , pp. 421-434
    • Brookhouse, M.1    Lindesay, J.2    Brack, C.3
  • 11
    • 0029542751 scopus 로고
    • Characterizing the long-term variability of snow-cover extent over the interior of North America
    • Brown R.D., Hughes M.G., Robinson D.A. Characterizing the long-term variability of snow-cover extent over the interior of North America. Ann. Glaciol. 1995, 21:45-50.
    • (1995) Ann. Glaciol. , vol.21 , pp. 45-50
    • Brown, R.D.1    Hughes, M.G.2    Robinson, D.A.3
  • 12
    • 0020869861 scopus 로고
    • Interaction mechanisms within the atmosphere
    • American Society of Photogrammetry, Falls Church, Virginia, R.N. Colwell (Ed.)
    • Chahine M.T., McCleese D.J., Rosenkranz P.W., Staelin D.H. Interaction mechanisms within the atmosphere. Manual of Remote Sensing 1983, 165-230. American Society of Photogrammetry, Falls Church, Virginia. R.N. Colwell (Ed.).
    • (1983) Manual of Remote Sensing , pp. 165-230
    • Chahine, M.T.1    McCleese, D.J.2    Rosenkranz, P.W.3    Staelin, D.H.4
  • 13
    • 77958104054 scopus 로고    scopus 로고
    • Changing northern hemisphere snow seasons
    • Choi G., Robinson D.A., Kang S. Changing northern hemisphere snow seasons. J. Clim. 2010, 23:5305-5310.
    • (2010) J. Clim. , vol.23 , pp. 5305-5310
    • Choi, G.1    Robinson, D.A.2    Kang, S.3
  • 15
    • 33748793236 scopus 로고    scopus 로고
    • Meteorological aspects of snow
    • Australian Alps Liaison Committee, Canberra, K. Green (Ed.)
    • Davis C.J. Meteorological aspects of snow. Snow: A Natural History; An Uncertain Future 1998, 3-34. Australian Alps Liaison Committee, Canberra. K. Green (Ed.).
    • (1998) Snow: A Natural History; An Uncertain Future , pp. 3-34
    • Davis, C.J.1
  • 16
    • 69549101593 scopus 로고    scopus 로고
    • Individual object change detection for monitoring the impact of a forest pathogen on a Hardwood Forest
    • De Chant T., Kelly M. Individual object change detection for monitoring the impact of a forest pathogen on a Hardwood Forest. Photogr. Eng. Remote Sens. 2009, 75:1005-1013.
    • (2009) Photogr. Eng. Remote Sens. , vol.75 , pp. 1005-1013
    • De Chant, T.1    Kelly, M.2
  • 17
    • 38949111005 scopus 로고    scopus 로고
    • Recent Northern Hemisphere snow cover extent trends and implications for the snow-albedo feedback
    • De´ry S.J., Brown R.D. Recent Northern Hemisphere snow cover extent trends and implications for the snow-albedo feedback. Geophys. Res. Lett. 2007, 34:L22504.
    • (2007) Geophys. Res. Lett. , vol.34 , pp. L22504
    • De´ry, S.J.1    Brown, R.D.2
  • 18
    • 33646129679 scopus 로고    scopus 로고
    • Forest change detection by statistical object-based method
    • Desclee B., Bogaert P., Defourny P. Forest change detection by statistical object-based method. Remote Sens. Environ. 2006, 102:1-11.
    • (2006) Remote Sens. Environ. , vol.102 , pp. 1-11
    • Desclee, B.1    Bogaert, P.2    Defourny, P.3
  • 19
    • 84874581908 scopus 로고    scopus 로고
    • Snow-cover variability in central Asia between 2000 and 2011 derived from improved MODIS daily snow-cover products
    • Dietz A.J., Kuenzer C., Conrad C. Snow-cover variability in central Asia between 2000 and 2011 derived from improved MODIS daily snow-cover products. Int. J. Remote Sens. 2013, 34:3879-3902.
    • (2013) Int. J. Remote Sens. , vol.34 , pp. 3879-3902
    • Dietz, A.J.1    Kuenzer, C.2    Conrad, C.3
  • 20
    • 0024785192 scopus 로고
    • Spectral signature of alpine snow cover from the Landsat Thematic Mapper
    • Dozier J. Spectral signature of alpine snow cover from the Landsat Thematic Mapper. Remote Sens. Environ. 1989, 28:9-22.
    • (1989) Remote Sens. Environ. , vol.28 , pp. 9-22
    • Dozier, J.1
  • 21
    • 54949107294 scopus 로고    scopus 로고
    • Time-space continuity of daily maps of fractional snow cover and albedo from MODIS
    • Dozier J., Painter T.H., Rittger K., Frew J.E. Time-space continuity of daily maps of fractional snow cover and albedo from MODIS. Adv. Water Resour. 2008, 31:1515-1526.
    • (2008) Adv. Water Resour. , vol.31 , pp. 1515-1526
    • Dozier, J.1    Painter, T.H.2    Rittger, K.3    Frew, J.E.4
  • 22
    • 77951189897 scopus 로고    scopus 로고
    • ESP: a tool to estimate scale parameter for multiresolution image segmentation of remotely sensed data
    • Draˇgut¸ L., Tiede D., Levick S.R. ESP: a tool to estimate scale parameter for multiresolution image segmentation of remotely sensed data. Int. J. Geogr. Inf. Sci. 2010, 24:859-871.
    • (2010) Int. J. Geogr. Inf. Sci. , vol.24 , pp. 859-871
    • Draˇgut¸, L.1    Tiede, D.2    Levick, S.R.3
  • 23
    • 84891136260 scopus 로고    scopus 로고
    • Automated parameterisation for multi-scale image segmentation on multiple layers
    • Draˇgut¸ L., Csillik O., Eisank C., Tiede D. Automated parameterisation for multi-scale image segmentation on multiple layers. ISPRS J. Photogr. Remote Sens. 2014, 88:119-127.
    • (2014) ISPRS J. Photogr. Remote Sens. , vol.88 , pp. 119-127
    • Draˇgut¸, L.1    Csillik, O.2    Eisank, C.3    Tiede, D.4
  • 24
    • 84875884746 scopus 로고    scopus 로고
    • Hybrid object-based change detection and hierarchical image segmentation for thematic map updating
    • Duro D.C., Franklin S.E., Dube M.G. Hybrid object-based change detection and hierarchical image segmentation for thematic map updating. Photogr. Eng. Remote Sens. 2013, 79:259-268.
    • (2013) Photogr. Eng. Remote Sens. , vol.79 , pp. 259-268
    • Duro, D.C.1    Franklin, S.E.2    Dube, M.G.3
  • 25
    • 0037202179 scopus 로고    scopus 로고
    • Variability and trends in the annual snow-cover cycle in Northern Hemisphere land areas, 1972-2000
    • Dye D. Variability and trends in the annual snow-cover cycle in Northern Hemisphere land areas, 1972-2000. Hydrol. Process. 2002, 16:3065-3077.
    • (2002) Hydrol. Process. , vol.16 , pp. 3065-3077
    • Dye, D.1
  • 26
    • 84907175045 scopus 로고    scopus 로고
    • ArcGIS, Version 10.1 ed.
    • ESRI, 2012. ArcGIS, Version 10.1 ed.
    • (2012)
  • 27
    • 70350189945 scopus 로고    scopus 로고
    • Identification of snow cover regimes through spatial and temporal clustering of satellite microwave brightness temperatures
    • Farmer C.J.Q., Nelson T.A., Wulder M.A., Derksen C. Identification of snow cover regimes through spatial and temporal clustering of satellite microwave brightness temperatures. Remote Sens. Environ. 2010, 114:199-210.
    • (2010) Remote Sens. Environ. , vol.114 , pp. 199-210
    • Farmer, C.J.Q.1    Nelson, T.A.2    Wulder, M.A.3    Derksen, C.4
  • 28
    • 0033619618 scopus 로고    scopus 로고
    • Northern hemisphere snow extent: regional variability 1972-1994
    • Frei A., Robinson D.A. Northern hemisphere snow extent: regional variability 1972-1994. Int. J. Climatol. 1999, 19:1535-1560.
    • (1999) Int. J. Climatol. , vol.19 , pp. 1535-1560
    • Frei, A.1    Robinson, D.A.2
  • 29
    • 0000638369 scopus 로고
    • Late quaternary climates in Australia
    • Galloway R.W. Late quaternary climates in Australia. J. Geol. 1965, 73:602-618.
    • (1965) J. Geol. , vol.73 , pp. 602-618
    • Galloway, R.W.1
  • 31
    • 84870210599 scopus 로고    scopus 로고
    • Spatial and temporal variation in primary productivity (NDVI) of coastal Alaskan tundra: decreased vegetation growth following earlier snowmelt
    • Gamon J.A., Huemmrich K.F., Stone R.S., Tweedie C.E. Spatial and temporal variation in primary productivity (NDVI) of coastal Alaskan tundra: decreased vegetation growth following earlier snowmelt. Remote Sens. Environ. 2013, 129:144-153.
    • (2013) Remote Sens. Environ. , vol.129 , pp. 144-153
    • Gamon, J.A.1    Huemmrich, K.F.2    Stone, R.S.3    Tweedie, C.E.4
  • 32
    • 79960353382 scopus 로고    scopus 로고
    • Developing snow cover parameters maps from MODIS, AMSR-E, and blended snow products
    • Gao Y., Xie H., Yao T. Developing snow cover parameters maps from MODIS, AMSR-E, and blended snow products. Photogr. Eng. Remote Sens. 2011, 77:351-361.
    • (2011) Photogr. Eng. Remote Sens. , vol.77 , pp. 351-361
    • Gao, Y.1    Xie, H.2    Yao, T.3
  • 33
    • 79954609561 scopus 로고    scopus 로고
    • Characterizing the state and processes of change in a dynamic forest environment using hierarchical spatio-temporal segmentation
    • Gomez C., White J.C., Wulder M.A. Characterizing the state and processes of change in a dynamic forest environment using hierarchical spatio-temporal segmentation. Remote Sens. Environ. 2011, 115:1665-1679.
    • (2011) Remote Sens. Environ. , vol.115 , pp. 1665-1679
    • Gomez, C.1    White, J.C.2    Wulder, M.A.3
  • 34
    • 0028058226 scopus 로고
    • Observed impact of snow cover on the heat balance and the rise of continental spring temperatures
    • Groisman P.Y., Karl T.R., Knight R.W. Observed impact of snow cover on the heat balance and the rise of continental spring temperatures. Science 1994, 263:198-200.
    • (1994) Science , vol.263 , pp. 198-200
    • Groisman, P.Y.1    Karl, T.R.2    Knight, R.W.3
  • 35
    • 34250374111 scopus 로고    scopus 로고
    • Accuracy assessment of the MODIS snow products
    • Hall D.K., Riggs G.A. Accuracy assessment of the MODIS snow products. Hydrol. Process. 2007, 21:1534-1547.
    • (2007) Hydrol. Process. , vol.21 , pp. 1534-1547
    • Hall, D.K.1    Riggs, G.A.2
  • 36
    • 0003686713 scopus 로고    scopus 로고
    • Algorithm Theoretical Basis Document (ATBD) for the MODIS Snow and Sea
    • Ice-Mapping Algorithms.
    • Hall, D.K., Riggs, G.A., Salomonson, V.V., 2001. Algorithm Theoretical Basis Document (ATBD) for the MODIS Snow and Sea Ice-Mapping Algorithms.
    • (2001)
    • Hall, D.K.1    Riggs, G.A.2    Salomonson, V.V.3
  • 37
    • 74149091611 scopus 로고    scopus 로고
    • Development and evaluation of a cloud-gap-filled MODIS daily snow-cover product
    • Hall D.K., Riggs G.A., Foster J.L., Kumar S.V. Development and evaluation of a cloud-gap-filled MODIS daily snow-cover product. Remote Sens. Environ. 2010, 114:496-503.
    • (2010) Remote Sens. Environ. , vol.114 , pp. 496-503
    • Hall, D.K.1    Riggs, G.A.2    Foster, J.L.3    Kumar, S.V.4
  • 39
    • 44249105719 scopus 로고    scopus 로고
    • Climate change effects on snow conditions in mainland Australia and adaptation at ski resorts through snowmaking
    • Hennessy K.J., Whetton P.H., Walsh K., Smith I.N., Bathols J.M., Hutchinson M., Sharples J. Climate change effects on snow conditions in mainland Australia and adaptation at ski resorts through snowmaking. Clim. Res. 2008, 35:255-270.
    • (2008) Clim. Res. , vol.35 , pp. 255-270
    • Hennessy, K.J.1    Whetton, P.H.2    Walsh, K.3    Smith, I.N.4    Bathols, J.M.5    Hutchinson, M.6    Sharples, J.7
  • 40
    • 37249089673 scopus 로고    scopus 로고
    • Object-based change detection using correlation image analysis and image segmentation
    • Im J., Jensen J.R., Tullis J.A. Object-based change detection using correlation image analysis and image segmentation. Int. J. Remote Sens. 2008, 29:399-423.
    • (2008) Int. J. Remote Sens. , vol.29 , pp. 399-423
    • Im, J.1    Jensen, J.R.2    Tullis, J.A.3
  • 42
    • 0016882368 scopus 로고
    • Classification of multispectral image data by extraction and classification of homogeneous objects
    • Kettig R.L., Landgrebe D.A. Classification of multispectral image data by extraction and classification of homogeneous objects. IEEE Trans. Geosci. Electron. 1976, 14:19-26.
    • (1976) IEEE Trans. Geosci. Electron. , vol.14 , pp. 19-26
    • Kettig, R.L.1    Landgrebe, D.A.2
  • 43
    • 0842327884 scopus 로고    scopus 로고
    • Radar remote sensing of the spring thaw transition across a boreal landscape
    • Kimball J.S., McDonald K.C., Frolking S., Running S.W. Radar remote sensing of the spring thaw transition across a boreal landscape. Remote Sens. Environ. 2004, 89:163-175.
    • (2004) Remote Sens. Environ. , vol.89 , pp. 163-175
    • Kimball, J.S.1    McDonald, K.C.2    Frolking, S.3    Running, S.W.4
  • 44
    • 0141459349 scopus 로고    scopus 로고
    • Validation of daily MODIS snow cover maps of the Upper Rio Grande River Basin for the 2000-2001 snow year
    • Klein A.G., Barnett A.C. Validation of daily MODIS snow cover maps of the Upper Rio Grande River Basin for the 2000-2001 snow year. Remote Sens. Environ. 2003, 86:162-176.
    • (2003) Remote Sens. Environ. , vol.86 , pp. 162-176
    • Klein, A.G.1    Barnett, A.C.2
  • 46
    • 70350693560 scopus 로고    scopus 로고
    • Object-based image analysis for remote sensing applications: modeling reality - dealing with complexity
    • Springer-Verlag, Berlin, T. Blaschke, S. Lang, G.J. Hay (Eds.)
    • Lang S. Object-based image analysis for remote sensing applications: modeling reality - dealing with complexity. Object-based Image Analysis 2008, 3-28. Springer-Verlag, Berlin. T. Blaschke, S. Lang, G.J. Hay (Eds.).
    • (2008) Object-based Image Analysis , pp. 3-28
    • Lang, S.1
  • 47
    • 80052155958 scopus 로고    scopus 로고
    • Object validity for operational tasks in a policy context
    • Lang S., Albrecht F., Kienberger S., Tiede D. Object validity for operational tasks in a policy context. J. Spatial Sci. 2010, 55:9-22.
    • (2010) J. Spatial Sci. , vol.55 , pp. 9-22
    • Lang, S.1    Albrecht, F.2    Kienberger, S.3    Tiede, D.4
  • 48
    • 84907175044 scopus 로고    scopus 로고
    • MATLAB, R2011a ed. The MathWorks Inc., Natick, Massachusetts, USA.
    • MathWorks, 2011. MATLAB, R2011a ed. The MathWorks Inc., Natick, Massachusetts, USA.
    • (2011)
  • 50
    • 33644908490 scopus 로고    scopus 로고
    • SNOTEL representativeness in the Rio Grande headwaters on the basis of physiographics and remotely sensed snow cover persistence
    • Molotch N.P., Bales R.C. SNOTEL representativeness in the Rio Grande headwaters on the basis of physiographics and remotely sensed snow cover persistence. Hydrol. Process. 2006, 20:723-739.
    • (2006) Hydrol. Process. , vol.20 , pp. 723-739
    • Molotch, N.P.1    Bales, R.C.2
  • 51
    • 77949488879 scopus 로고    scopus 로고
    • Daily MODIS products for analyzing early season vegetation dynamics across the North Slope of Alaska
    • Narasimhan R., Stow D. Daily MODIS products for analyzing early season vegetation dynamics across the North Slope of Alaska. Remote Sens. Environ. 2010, 114:1251-1262.
    • (2010) Remote Sens. Environ. , vol.114 , pp. 1251-1262
    • Narasimhan, R.1    Stow, D.2
  • 52
    • 33846088953 scopus 로고    scopus 로고
    • Detecting and attributing Australian climate change: a review
    • Nicholls N. Detecting and attributing Australian climate change: a review. Aust. Meteorol. Mag. 2006, 55:199-211.
    • (2006) Aust. Meteorol. Mag. , vol.55 , pp. 199-211
    • Nicholls, N.1
  • 53
    • 85018686921 scopus 로고    scopus 로고
    • Change detection using object features
    • Springer-Verlag, Berlin, T. Blaschke, S. Lang, G.J. Hay (Eds.)
    • Niemeyer I., Marpu P.R., Nussbaum S. Change detection using object features. Object-based Image Analysis 2008, 185-201. Springer-Verlag, Berlin. T. Blaschke, S. Lang, G.J. Hay (Eds.).
    • (2008) Object-based Image Analysis , pp. 185-201
    • Niemeyer, I.1    Marpu, P.R.2    Nussbaum, S.3
  • 57
    • 50249141155 scopus 로고    scopus 로고
    • MODIS-based change detection for Grizzly Bear habitat mapping in Alberta
    • Pape A.D., Franklin S.E. MODIS-based change detection for Grizzly Bear habitat mapping in Alberta. Photogr. Eng. Remote Sens. 2008, 74:973-985.
    • (2008) Photogr. Eng. Remote Sens. , vol.74 , pp. 973-985
    • Pape, A.D.1    Franklin, S.E.2
  • 58
    • 33749318365 scopus 로고    scopus 로고
    • Validation of MODIS snow cover images over Austria
    • Parajka J., Blo¨schl G. Validation of MODIS snow cover images over Austria. Hydrol. Earth Syst. Sci. 2006, 10:679-689.
    • (2006) Hydrol. Earth Syst. Sci. , vol.10 , pp. 679-689
    • Parajka, J.1    Blo¨schl, G.2
  • 59
    • 43049092989 scopus 로고    scopus 로고
    • Spatio-temporal combination of MODIS images - potential for snow cover mapping
    • Parajka J., Blo¨schl G. Spatio-temporal combination of MODIS images - potential for snow cover mapping. Water Resour. Res. 2008, 44.
    • (2008) Water Resour. Res. , pp. 44
    • Parajka, J.1    Blo¨schl, G.2
  • 60
    • 84907175043 scopus 로고    scopus 로고
    • MODIS Snow Products User Guide to Collection 5. NASA Goddard Space Flight Center
    • Riggs, G.A., Hall, D.K., Salomonson, V.V., 2006. MODIS Snow Products User Guide to Collection 5. NASA Goddard Space Flight Center, p. 80.
    • (2006) , pp. 80
    • Riggs, G.A.1    Hall, D.K.2    Salomonson, V.V.3
  • 61
    • 84872967072 scopus 로고    scopus 로고
    • Assessment of methods for mapping snow cover from MODIS
    • Rittger K., Painter T.H., Dozier J. Assessment of methods for mapping snow cover from MODIS. Adv. Water Resour. 2013, 51:367-380.
    • (2013) Adv. Water Resour. , vol.51 , pp. 367-380
    • Rittger, K.1    Painter, T.H.2    Dozier, J.3
  • 62
    • 0034082980 scopus 로고    scopus 로고
    • Seasonal variability of Northern Hemisphere snow extent using visible satellite data
    • Robinson D.A., Frei A. Seasonal variability of Northern Hemisphere snow extent using visible satellite data. Prof. Geogr. 2000, 52:307-315.
    • (2000) Prof. Geogr. , vol.52 , pp. 307-315
    • Robinson, D.A.1    Frei, A.2
  • 64
    • 56949097859 scopus 로고    scopus 로고
    • Subpixel monitoring of the seasonal snow cover with MODIS at 250m spatial resolution in the Southern Alps of New Zealand: methodology and accuracy assessment
    • Sirguey P., Mathieua R., Arnaud Y. Subpixel monitoring of the seasonal snow cover with MODIS at 250m spatial resolution in the Southern Alps of New Zealand: methodology and accuracy assessment. Remote Sens. Environ. 2009, 113:160-181.
    • (2009) Remote Sens. Environ. , vol.113 , pp. 160-181
    • Sirguey, P.1    Mathieua, R.2    Arnaud, Y.3
  • 65
    • 84971077318 scopus 로고
    • Duration and extent of snow cover in the Snowy Mountains
    • Slatyer R.O., Cochrane P.M., Galloway R.W. Duration and extent of snow cover in the Snowy Mountains. Search 1985, 15:327-331.
    • (1985) Search , vol.15 , pp. 327-331
    • Slatyer, R.O.1    Cochrane, P.M.2    Galloway, R.W.3
  • 66
    • 34249005174 scopus 로고    scopus 로고
    • Commentary on comparison of MODIS snow cover and albedo products with ground observations over the mountainous terrain of Turkey
    • S¸orman A.U., Akyurek Z., Sensoy A., Sorman A.A., Tekeli A.E. Commentary on comparison of MODIS snow cover and albedo products with ground observations over the mountainous terrain of Turkey. Hydrol. Earth Syst. Sci. 2007, 11:1353-1360.
    • (2007) Hydrol. Earth Syst. Sci. , vol.11 , pp. 1353-1360
    • S¸orman, A.U.1    Akyurek, Z.2    Sensoy, A.3    Sorman, A.A.4    Tekeli, A.E.5
  • 70
    • 0003597080 scopus 로고    scopus 로고
    • Atmospheric Correction Algorithm: Spectral Reflectances (MOD09) Algorithm Theoretical Basis Document
    • ATBD, Version 4.0 ed.
    • Vermote, E.F., Vermeulen, A., 1999. Atmospheric Correction Algorithm: Spectral Reflectances (MOD09) Algorithm Theoretical Basis Document (ATBD, Version 4.0 ed.
    • (1999)
    • Vermote, E.F.1    Vermeulen, A.2
  • 71
    • 0842284620 scopus 로고    scopus 로고
    • Snow-cover mapping in forests by constrained linear spectral unmixing of MODIS data
    • Vikhamar D., Solberg R. Snow-cover mapping in forests by constrained linear spectral unmixing of MODIS data. Remote Sens. Environ. 2003, 88:309-323.
    • (2003) Remote Sens. Environ. , vol.88 , pp. 309-323
    • Vikhamar, D.1    Solberg, R.2
  • 72
    • 0037211218 scopus 로고    scopus 로고
    • Subpixel mapping of snow cover in forests by optical remote sensing
    • Vikhamar D., Solberg R. Subpixel mapping of snow cover in forests by optical remote sensing. Remote Sens. Environ. 2003, 84:69-82.
    • (2003) Remote Sens. Environ. , vol.84 , pp. 69-82
    • Vikhamar, D.1    Solberg, R.2
  • 73
    • 65449119879 scopus 로고    scopus 로고
    • New methods for studying the spatiotemporal variation of snow cover based on combination products of MODIS Terra and Aqua
    • Wang X., Xie H. New methods for studying the spatiotemporal variation of snow cover based on combination products of MODIS Terra and Aqua. J. Hydrol. 2009, 371:192-200.
    • (2009) J. Hydrol. , vol.371 , pp. 192-200
    • Wang, X.1    Xie, H.2
  • 74
    • 0020386641 scopus 로고
    • Some comments on the evaluation of model performance
    • Willmott C.J. Some comments on the evaluation of model performance. Bull. Am. Meteorol. Soc. 1982, 63:1309-1313.
    • (1982) Bull. Am. Meteorol. Soc. , vol.63 , pp. 1309-1313
    • Willmott, C.J.1
  • 75
    • 43949091795 scopus 로고    scopus 로고
    • Multi-temporal analysis of high spatial resolution imagery for disturbance monitoring
    • Wulder M.A., White J.C., Coops N.C., Butson C.R. Multi-temporal analysis of high spatial resolution imagery for disturbance monitoring. Remote Sens. Environ. 2008, 112:2729-2740.
    • (2008) Remote Sens. Environ. , vol.112 , pp. 2729-2740
    • Wulder, M.A.1    White, J.C.2    Coops, N.C.3    Butson, C.R.4
  • 77
    • 65849438758 scopus 로고    scopus 로고
    • Daily snow cover estimation from Advanced Very High Resolution Radiometer Polar Pathfinder data over Northern Hemisphere land surfaces during 1982-2004
    • Zhao H.X., Fernandes R. Daily snow cover estimation from Advanced Very High Resolution Radiometer Polar Pathfinder data over Northern Hemisphere land surfaces during 1982-2004. J. Geophys. Res. - Atmos. 2009, 114.
    • (2009) J. Geophys. Res. - Atmos. , pp. 114
    • Zhao, H.X.1    Fernandes, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.