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Volumn 156, Issue , 2015, Pages 418-425

A model for the propagation of uncertainty from continuous estimates of tree cover to categorical forest cover and change

Author keywords

Change detection; Continuous fields; Forest; Landsat; Propagation; Tree cover; Uncertainty

Indexed keywords

EARTH (PLANET); ERROR DETECTION; MAPPING; MEAN SQUARE ERROR; NORMAL DISTRIBUTION; PIXELS; SIGNAL DETECTION; UNCERTAINTY ANALYSIS; WAVE PROPAGATION;

EID: 84912017617     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2014.08.038     Document Type: Article
Times cited : (62)

References (61)
  • 1
    • 0000023810 scopus 로고    scopus 로고
    • What is a forest? On the vagueness of certain geographic concepts
    • Bennett B. What is a forest? On the vagueness of certain geographic concepts. Topoi 2001, 20:189-201.
    • (2001) Topoi , vol.20 , pp. 189-201
    • Bennett, B.1
  • 2
    • 84893416818 scopus 로고    scopus 로고
    • Effects of measurement errors on individual tree stem volume estimates for the Austrian National Forest Inventory
    • Berger A., Gschwantner T., McRoberts R.E., Schadauer K. Effects of measurement errors on individual tree stem volume estimates for the Austrian National Forest Inventory. Forest Science 2014, 60:14-24.
    • (2014) Forest Science , vol.60 , pp. 14-24
    • Berger, A.1    Gschwantner, T.2    McRoberts, R.E.3    Schadauer, K.4
  • 3
    • 84893400824 scopus 로고    scopus 로고
    • Quantifying the model-related variability of biomass stock and change estimates in the Norwegian National Forest Inventory
    • Breidenbach J., Antón-Fernández C., Petersson Hans, McRoberts R.E., Astrup R. Quantifying the model-related variability of biomass stock and change estimates in the Norwegian National Forest Inventory. Forest Science 2014, 60:25-33.
    • (2014) Forest Science , vol.60 , pp. 25-33
    • Breidenbach, J.1    Antón-Fernández, C.2    Petersson, H.3    McRoberts, R.E.4    Astrup, R.5
  • 6
    • 0020108638 scopus 로고
    • Using known map category frequencies to improve estimates of thematic map accuracy
    • Card D.H. Using known map category frequencies to improve estimates of thematic map accuracy. Photogrammetric Engineering & Remote Sensing 1982, 48:431-439.
    • (1982) Photogrammetric Engineering & Remote Sensing , vol.48 , pp. 431-439
    • Card, D.H.1
  • 8
    • 58149412516 scopus 로고
    • Weighted Kappa: Nominal scale agreement with provision for scaled disagreement or partial credit
    • Cohen J. Weighted Kappa: Nominal scale agreement with provision for scaled disagreement or partial credit. Psychological Bulletin 1968, 70:213-220.
    • (1968) Psychological Bulletin , vol.70 , pp. 213-220
    • Cohen, J.1
  • 10
    • 0029479688 scopus 로고
    • Mapping the land surface for global atmosphere-biosphere models: Toward continuous distributions of vegetation's functional properties
    • DeFries R., Field C., Fung I., Justice C. Mapping the land surface for global atmosphere-biosphere models: Toward continuous distributions of vegetation's functional properties. Journal of Geophysical Research 1995, 100(D10):20867-20882.
    • (1995) Journal of Geophysical Research , vol.100 , Issue.D10 , pp. 20867-20882
    • DeFries, R.1    Field, C.2    Fung, I.3    Justice, C.4
  • 12
    • 43249128835 scopus 로고    scopus 로고
    • Clustered disturbances lead to bias in large-scale estimates based on forest sample plots
    • Fisher J.I., Hurtt G.C., Thomas R.Q., Chambers J.Q. Clustered disturbances lead to bias in large-scale estimates based on forest sample plots. Ecology Letters 2008, 11:554-563.
    • (2008) Ecology Letters , vol.11 , pp. 554-563
    • Fisher, J.I.1    Hurtt, G.C.2    Thomas, R.Q.3    Chambers, J.Q.4
  • 13
    • 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
  • 15
    • 0021545257 scopus 로고
    • Effects of measurement errors on an individual tree-based growth projection system
    • Gertner G.Z., Dzialowy P.J. Effects of measurement errors on an individual tree-based growth projection system. Canadian Journal of Forest Research 1984, 14:311-316.
    • (1984) Canadian Journal of Forest Research , vol.14 , pp. 311-316
    • Gertner, G.Z.1    Dzialowy, P.J.2
  • 16
    • 0032194277 scopus 로고    scopus 로고
    • Deign-based and model-based inference in survey sampling: appreciating the difference
    • Gregoire T.G. Deign-based and model-based inference in survey sampling: appreciating the difference. Canadian Journal of Forest Research 1998, 28:1429-1447.
    • (1998) Canadian Journal of Forest Research , vol.28 , pp. 1429-1447
    • Gregoire, T.G.1
  • 17
    • 0026000769 scopus 로고
    • Large-scale patterns of forest succession as determined by remote sensing
    • Hall F.G., Botkin D.B., Strebel D.E., Woods K.D., Goetz S.J. Large-scale patterns of forest succession as determined by remote sensing. Ecology 1991, 72:628-640.
    • (1991) Ecology , vol.72 , pp. 628-640
    • Hall, F.G.1    Botkin, D.B.2    Strebel, D.E.3    Woods, K.D.4    Goetz, S.J.5
  • 18
    • 0242494415 scopus 로고    scopus 로고
    • Global percent tree cover at a spatial resolution of 500meters: First results of the MODIS vegetation continuous fields algorithm
    • Hansen M.C., DeFries R.S., Townshend J.R.G., Carroll M., Dimiceli C., Sohlberg R.A. Global percent tree cover at a spatial resolution of 500meters: First results of the MODIS vegetation continuous fields algorithm. Earth Interactions 2003, 7:1-15.
    • (2003) Earth Interactions , vol.7 , pp. 1-15
    • Hansen, M.C.1    DeFries, R.S.2    Townshend, J.R.G.3    Carroll, M.4    Dimiceli, C.5    Sohlberg, R.A.6
  • 19
    • 80051985673 scopus 로고    scopus 로고
    • Continuous fields of land cover for the conterminous United States using Landsat data: First results from the web-enabled Landsat data (WELD) project
    • Hansen M.C., Egorov A., Roy D.P., Potapov P., Ju J., Turubanova S., et al. Continuous fields of land cover for the conterminous United States using Landsat data: First results from the web-enabled Landsat data (WELD) project. Remote Sensing Letters 2011, 2(4):279-288.
    • (2011) Remote Sensing Letters , vol.2 , Issue.4 , pp. 279-288
    • Hansen, M.C.1    Egorov, A.2    Roy, D.P.3    Potapov, P.4    Ju, J.5    Turubanova, S.6
  • 23
    • 0000640997 scopus 로고
    • Fire in the virgin forests of the Boundary Waters Canoe Area, Minnesota
    • Heinselman M.L. Fire in the virgin forests of the Boundary Waters Canoe Area, Minnesota. Quaternary Research 1973, 3:329-382.
    • (1973) Quaternary Research , vol.3 , pp. 329-382
    • Heinselman, M.L.1
  • 26
    • 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
  • 27
    • 67349151070 scopus 로고    scopus 로고
    • Dynamics of national forests assessed using the Landsat record: Case studies in the eastern United States
    • Huang C., Goward S.N., Schleeweis K., Thomas N., Masek J.G., Zhu Z. Dynamics of national forests assessed using the Landsat record: Case studies in the eastern United States. Remote Sensing of Environment 2009, 113:1430-1442.
    • (2009) Remote Sensing of Environment , vol.113 , pp. 1430-1442
    • Huang, C.1    Goward, S.N.2    Schleeweis, K.3    Thomas, N.4    Masek, J.G.5    Zhu, Z.6
  • 28
    • 0003867858 scopus 로고
    • Improved global data for land applications
    • International Geosphere-Biosphere Programme, Stockholm, Sweden, J.R.G. Townshend (Ed.)
    • IGBP Improved global data for land applications. IGBP global change report no. 20 1992, International Geosphere-Biosphere Programme, Stockholm, Sweden. J.R.G. Townshend (Ed.).
    • (1992) IGBP global change report no. 20
  • 29
    • 10344231407 scopus 로고    scopus 로고
    • IGES, Japan, J. Penman, M. Gyartsky, T. Hiraishi, T. Krug, D. Kruger, R. Pipatti, L. Buendia, K. Miwa, T. Ngara, K. Tanabe, F. Wagner (Eds.)
    • IPCC Good practice guidance for land use, land-use change and forestry 2003, IGES, Japan. J. Penman, M. Gyartsky, T. Hiraishi, T. Krug, D. Kruger, R. Pipatti, L. Buendia, K. Miwa, T. Ngara, K. Tanabe, F. Wagner (Eds.).
    • (2003) Good practice guidance for land use, land-use change and forestry
  • 31
    • 77956882349 scopus 로고    scopus 로고
    • Detecting trends in forest disturbance and recovery using yearly Landsat time series: 1. Landtrendr - Temporal segmentation algorithms
    • Kennedy R.E., Yang Z., Cohen W.B. Detecting trends in forest disturbance and recovery using yearly Landsat time series: 1. Landtrendr - Temporal segmentation algorithms. Remote Sensing of Environment 2010, 114:2897-2910.
    • (2010) Remote Sensing of Environment , vol.114 , pp. 2897-2910
    • Kennedy, R.E.1    Yang, Z.2    Cohen, W.B.3
  • 33
    • 4143125530 scopus 로고    scopus 로고
    • Uncertainty and confidence in land cover classification using a hybrid classifier approach
    • Liu W., Gopal S., Woodcock C.E. Uncertainty and confidence in land cover classification using a hybrid classifier approach. Photogrammetric Engineering and Remote Sensing 2004, 70:963-971.
    • (2004) Photogrammetric Engineering and Remote Sensing , vol.70 , pp. 963-971
    • Liu, W.1    Gopal, S.2    Woodcock, C.E.3
  • 35
    • 33744998400 scopus 로고    scopus 로고
    • A model-based approach to estimating forest area
    • McRoberts R.E. A model-based approach to estimating forest area. Remote Sensing of Environment 2006, 103:56-66.
    • (2006) Remote Sensing of Environment , vol.103 , pp. 56-66
    • McRoberts, R.E.1
  • 36
    • 76049127350 scopus 로고    scopus 로고
    • Probability- and model-based approaches to inference for proportion forest using satellite imagery as ancillary data
    • McRoberts R.E. Probability- and model-based approaches to inference for proportion forest using satellite imagery as ancillary data. Remote Sensing of Environment 2010, 114:1017-1025.
    • (2010) Remote Sensing of Environment , vol.114 , pp. 1017-1025
    • McRoberts, R.E.1
  • 38
    • 84862291358 scopus 로고    scopus 로고
    • Statistical inference for remote sensing-based estimates of net deforestation
    • McRoberts R.E., Walters B.F. Statistical inference for remote sensing-based estimates of net deforestation. Remote Sensing of Environment 2012, 124:394-401.
    • (2012) Remote Sensing of Environment , vol.124 , pp. 394-401
    • McRoberts, R.E.1    Walters, B.F.2
  • 40
    • 84870202759 scopus 로고    scopus 로고
    • Making better use of accuracy data in land change studies: Estimating accuracy and area and quantifying uncertainty using stratified estimation
    • Olofsson P., Foody G.M., Stehman S.V., Woodcock C.E. Making better use of accuracy data in land change studies: Estimating accuracy and area and quantifying uncertainty using stratified estimation. Remote Sensing of Environment 2013, 129:122-131.
    • (2013) Remote Sensing of Environment , vol.129 , pp. 122-131
    • Olofsson, P.1    Foody, G.M.2    Stehman, S.V.3    Woodcock, C.E.4
  • 42
    • 77951611343 scopus 로고    scopus 로고
    • Land transition estimates from erroneous maps
    • Pontius R.G., Li X. Land transition estimates from erroneous maps. Journal of Land Use Science 2010, 5:31-44.
    • (2010) Journal of Land Use Science , vol.5 , pp. 31-44
    • Pontius, R.G.1    Li, X.2
  • 43
    • 0002010242 scopus 로고
    • The mosaic-cycle concept of ecosystems-An overview
    • Springer-Verlag
    • Remmert H. The mosaic-cycle concept of ecosystems-An overview. Ecological Studies 1991, vol. 85:1-21. Springer-Verlag.
    • (1991) Ecological Studies , vol.85 , pp. 1-21
    • Remmert, H.1
  • 45
    • 34247884575 scopus 로고    scopus 로고
    • Patterns of forest regrowth following clearcutting in western Oregon as determined from a Landsat time-series
    • Schroeder T.A., Cohen W.B., Yang Z. Patterns of forest regrowth following clearcutting in western Oregon as determined from a Landsat time-series. Forest Ecology and Management 2007, 243:259-273.
    • (2007) Forest Ecology and Management , vol.243 , pp. 259-273
    • Schroeder, T.A.1    Cohen, W.B.2    Yang, Z.3
  • 46
    • 84882659985 scopus 로고    scopus 로고
    • Global, 30-m resolution continuous fields of tree cover: Landsat-based rescaling of MODIS continuous fields and lidar-based estimates of error
    • Sexton J.O., Song X.-P., Feng M., Noojipady P., Anand A., Huang C., et al. Global, 30-m resolution continuous fields of tree cover: Landsat-based rescaling of MODIS continuous fields and lidar-based estimates of error. International Journal of Digital Earth 2013, 6:427-448.
    • (2013) International Journal of Digital Earth , vol.6 , pp. 427-448
    • Sexton, J.O.1    Song, X.-P.2    Feng, M.3    Noojipady, P.4    Anand, A.5    Huang, C.6
  • 47
    • 84869865583 scopus 로고    scopus 로고
    • Urban growth of the Washington, D.C.-Baltimore, MD metropolitan region from 1984 to 2010 by annual estimates of impervious cover
    • Sexton J.O., Song X.-P., Huang C., Channan S., Baker M.E., Townshend J.R. Urban growth of the Washington, D.C.-Baltimore, MD metropolitan region from 1984 to 2010 by annual estimates of impervious cover. Remote Sensing of Environment 2013, 129:42-53.
    • (2013) Remote Sensing of Environment , vol.129 , pp. 42-53
    • Sexton, J.O.1    Song, X.-P.2    Huang, C.3    Channan, S.4    Baker, M.E.5    Townshend, J.R.6
  • 48
    • 84868583959 scopus 로고    scopus 로고
    • Long-term landcover dynamics by multi-temporal classification across the Landsat-5 record
    • Sexton J.O., Urban D.L., Donohue M.J., Song C. Long-term landcover dynamics by multi-temporal classification across the Landsat-5 record. Remote Sensing of Environment 2013, 128:246-258.
    • (2013) Remote Sensing of Environment , vol.128 , pp. 246-258
    • Sexton, J.O.1    Urban, D.L.2    Donohue, M.J.3    Song, C.4
  • 49
    • 0024855524 scopus 로고
    • Digital change detection techniques using remotely-sensed data
    • Singh A. Digital change detection techniques using remotely-sensed data. International Journal of Remote Sensing 1989, 10:989-1003.
    • (1989) International Journal of Remote Sensing , vol.10 , pp. 989-1003
    • Singh, A.1
  • 51
    • 84893390946 scopus 로고    scopus 로고
    • Sample-based estimation of greenhouse gas emissions from forests-a new approach to account for both sampling and model errors
    • Stahl G., Heikkinen J., Petersson H., Repola J., Holm S. Sample-based estimation of greenhouse gas emissions from forests-a new approach to account for both sampling and model errors. Forest Science 2014, 60:3-13.
    • (2014) Forest Science , vol.60 , pp. 3-13
    • Stahl, G.1    Heikkinen, J.2    Petersson, H.3    Repola, J.4    Holm, S.5
  • 52
    • 0344654801 scopus 로고    scopus 로고
    • Estimating and mapping of misclassification probabilities for thematic land cover maps
    • Steele B.M., Winne J.C., Redmond R.L. Estimating and mapping of misclassification probabilities for thematic land cover maps. Remote Sensing of Environment 1998, 66:192-202.
    • (1998) Remote Sensing of Environment , vol.66 , pp. 192-202
    • Steele, B.M.1    Winne, J.C.2    Redmond, R.L.3
  • 53
    • 0034023040 scopus 로고    scopus 로고
    • Practical implications of design-based sampling inference for thematic map accuracy assessment
    • Stehman S.V. Practical implications of design-based sampling inference for thematic map accuracy assessment. Remote Sensing of Environment 2000, 72:35-45.
    • (2000) Remote Sensing of Environment , vol.72 , pp. 35-45
    • Stehman, S.V.1
  • 54
    • 21444460593 scopus 로고    scopus 로고
    • Comparing estimators of gross change derived from complete coverage mapping versus statistical sampling of remotely sensed data
    • Stehman S.V. Comparing estimators of gross change derived from complete coverage mapping versus statistical sampling of remotely sensed data. Remote Sensing of Environment 2005, 96:466-474.
    • (2005) Remote Sensing of Environment , vol.96 , pp. 466-474
    • Stehman, S.V.1
  • 55
    • 84863523610 scopus 로고    scopus 로고
    • A global land-cover validation data set, II: Augmenting a stratified sampling design to estimate accuracy by region and land-cover class
    • Stehman S.V., Olofsson P., Woodcock C.E., Herold M., Friedl M.A. A global land-cover validation data set, II: Augmenting a stratified sampling design to estimate accuracy by region and land-cover class. International Journal of Remote Sensing 2012, 33:6975-6993.
    • (2012) International Journal of Remote Sensing , vol.33 , pp. 6975-6993
    • Stehman, S.V.1    Olofsson, P.2    Woodcock, C.E.3    Herold, M.4    Friedl, M.A.5
  • 58
    • 33750516992 scopus 로고
    • On the theory of scales of measurement
    • Stevens S.S. On the theory of scales of measurement. Science 1946, 103(2684):677-680.
    • (1946) Science , vol.103 , Issue.2684 , pp. 677-680
    • Stevens, S.S.1
  • 61


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