메뉴 건너뛰기




Volumn 7, Issue 1, 2015, Pages 579-599

The impact of positional errors on soft classification accuracy assessment: A simulation analysis

Author keywords

Accuracy assessment; Positional error; Soft classification; Spatial resolution

Indexed keywords

RADIATION HARDENING;

EID: 84920836560     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs70100579     Document Type: Article
Times cited : (13)

References (43)
  • 1
    • 1942439885 scopus 로고    scopus 로고
    • Comparison of maximum likelihood classification method with supervised artificial neural network algorithms for land use activities
    • Erbek, F.S.; Özkan, C.; Taberner, M. Comparison of maximum likelihood classification method with supervised artificial neural network algorithms for land use activities. Int. J. Remote Sens. 2004, 25, 1733-1748.
    • (2004) Int. J. Remote Sens , vol.25 , pp. 1733-1748
    • Erbek, F.S.1    Özkan, C.2    Taberner, M.3
  • 3
    • 33947591833 scopus 로고    scopus 로고
    • A survey of image classification methods and techniques for improving classification performance
    • Lu, D.; Weng, Q. A survey of image classification methods and techniques for improving classification performance. Int. J. Remote Sens. 2007, 28, 823-870.
    • (2007) Int. J. Remote Sens , vol.28 , pp. 823-870
    • Lu, D.1    Weng, Q.2
  • 4
    • 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 Sens. Environ. 1991, 37, 35-46.
    • (1991) Remote Sens. Environ , vol.37 , pp. 35-46
    • Congalton, R.G.1
  • 6
    • 0035841398 scopus 로고    scopus 로고
    • A generalized confusion matrix for assessing area estimates from remotely sensed data
    • Lewis, H.G.; Brown, M. A generalized confusion matrix for assessing area estimates from remotely sensed data. Int. J. Remote Sens. 2001, 22, 3223-3235.
    • (2001) Int. J. Remote Sens , vol.22 , pp. 3223-3235
    • Lewis, H.G.1    Brown, M.2
  • 7
    • 30844437069 scopus 로고    scopus 로고
    • A generalized cross-tabulation matrix to compare soft-classified maps at multiple resolutions
    • Pontius, R.G.; Cheuk, M.L. A generalized cross-tabulation matrix to compare soft-classified maps at multiple resolutions. Int. J. Geogr. Inf. Sci. 2006, 20, 1-30.
    • (2006) Int. J. Geogr. Inf. Sci , vol.20 , pp. 1-30
    • Pontius, R.G.1    Cheuk, M.L.2
  • 8
    • 39749185627 scopus 로고    scopus 로고
    • Sub-pixel confusion-uncertainty matrix for assessing soft classifications
    • Silvan-Cardenas, J.L.; Wang, L. Sub-pixel confusion-uncertainty matrix for assessing soft classifications. Remote Sens. Environ. 2008, 112, 1081-1095.
    • (2008) Remote Sens. Environ , vol.112 , pp. 1081-1095
    • Silvan-Cardenas, J.L.1    Wang, L.2
  • 9
    • 0032827224 scopus 로고    scopus 로고
    • Landsat thematic mapper registration accuracy and its effects on the IGBP validation
    • Husak, G.J.; Hadley, B.C.; McGwire, K.C. Landsat thematic mapper registration accuracy and its effects on the IGBP validation. Photogramm. Eng. Remote Sens. 1999, 65, 1033-1039.
    • (1999) Photogramm. Eng. Remote Sens , vol.65 , pp. 1033-1039
    • Husak, G.J.1    Hadley, B.C.2    McGwire, K.C.3
  • 10
    • 0034655807 scopus 로고    scopus 로고
    • Development of a global land cover characteristics database and IGBP discover from 1 km AVHRR data
    • Loveland, T.; Reed, B.; Brown, J.; Ohlen, D.; Zhu, Z.; Yang, L.; Merchant, J. Development of a global land cover characteristics database and IGBP discover from 1 km AVHRR data. Int. J. Remote Sens. 2000, 21, 1303-1330.
    • (2000) Int. J. Remote Sens , vol.21 , pp. 1303-1330
    • Loveland, T.1    Reed, B.2    Brown, J.3    Ohlen, D.4    Zhu, Z.5    Yang, L.6    Merchant, J.7
  • 11
    • 0036213079 scopus 로고    scopus 로고
    • Status of land cover classification accuracy assessment
    • Foody, G.M. Status of land cover classification accuracy assessment. Remote Sens. Environ. 2002, 80, 185-201.
    • (2002) Remote Sens. Environ , vol.80 , pp. 185-201
    • Foody, G.M.1
  • 12
    • 34249914209 scopus 로고    scopus 로고
    • Modelling geometric and misregistration error in airborne sensor data to enhance change detection
    • Brown, K.M.; Foody, G.M.; Atkinson, P.M. Modelling geometric and misregistration error in airborne sensor data to enhance change detection. Int. J. Remote Sens. 2007, 28, 2857-2879.
    • (2007) Int. J. Remote Sens , vol.28 , pp. 2857-2879
    • Brown, K.M.1    Foody, G.M.2    Atkinson, P.M.3
  • 16
    • 0032166282 scopus 로고    scopus 로고
    • The effects of image misregistration on the accuracy of remotely sensed change detection
    • Dai, X.L.; Khorram, S. The effects of image misregistration on the accuracy of remotely sensed change detection. IEEE Trans. Geosci. Remote Sens. 1998, 36, 1566-1577.
    • (1998) IEEE Trans. Geosci. Remote Sens , vol.36 , pp. 1566-1577
    • Dai, X.L.1    Khorram, S.2
  • 17
    • 77955059321 scopus 로고    scopus 로고
    • The effects of rectification and global positioning system errors on satellite image-based estimates of forest area
    • McRoberts, R.E. The effects of rectification and global positioning system errors on satellite image-based estimates of forest area. Remote Sens. Environ. 2010, 114, 1710-1717.
    • (2010) Remote Sens. Environ , vol.114 , pp. 1710-1717
    • McRoberts, R.E.1
  • 18
    • 2142787941 scopus 로고    scopus 로고
    • Forest/non-forest stratification in Georgia with Landsat Thematic Mapper data
    • San Antonio, TX, USA, 2-3 November 1999; McRoberts, R.E., Reams, G.A., van Deusen, P.C., Eds.; Gen. Tech. Rep. NC-213; U.S. Department of Agriculture, Forest Service, North Central Research Station: St. Paul, MN, USA
    • Cooke, W.H. Forest/non-forest stratification in Georgia with Landsat Thematic Mapper data. In Proceedings of the First Annual Forest Inventory and Analysis Symposium, San Antonio, TX, USA, 2-3 November 1999; McRoberts, R.E., Reams, G.A., van Deusen, P.C., Eds.; Gen. Tech. Rep. NC-213; U.S. Department of Agriculture, Forest Service, North Central Research Station: St. Paul, MN, USA, 2000; pp. 28-30.
    • (2000) Proceedings of the First Annual Forest Inventory and Analysis Symposium , pp. 28-30
    • Cooke, W.H.1
  • 20
    • 0242418171 scopus 로고    scopus 로고
    • Effects of landscape characteristics on land-cover class accuracy
    • Smith, J.H.; Stehman, S.V.; Wickham, J.D.; Yang, L.M. Effects of landscape characteristics on land-cover class accuracy. Remote Sens. Environ. 2003, 84, 342-349.
    • (2003) Remote Sens. Environ , vol.84 , pp. 342-349
    • Smith, J.H.1    Stehman, S.V.2    Wickham, J.D.3    Yang, L.M.4
  • 22
    • 0034225138 scopus 로고    scopus 로고
    • The impact of misregistration upon composited wide field of view satellite data and implications for change detection
    • Roy, D.P. The impact of misregistration upon composited wide field of view satellite data and implications for change detection. IEEE Trans. Geosci. Remote Sens. 2000, 38, 2017-2032.
    • (2000) IEEE Trans. Geosci. Remote Sens , vol.38 , pp. 2017-2032
    • Roy, D.P.1
  • 23
    • 0344445633 scopus 로고    scopus 로고
    • Performance of mutual information similarity measure for registration of multitemporal remote sensing images
    • Hua-Mei, C.; Varshney, P.K.; Arora, M.K. Performance of mutual information similarity measure for registration of multitemporal remote sensing images. IEEE Trans. Geosci. Remote Sens. 2003, 41, 2445-2454.
    • (2003) IEEE Trans. Geosci. Remote Sens , vol.41 , pp. 2445-2454
    • Hua-Mei, C.1    Varshney, P.K.2    Arora, M.K.3
  • 25
    • 0034957703 scopus 로고    scopus 로고
    • Combining location and classification error sources for estimating multi-temporal database accuracy
    • Carmel, Y.; Dean, D.J.; Flather, C.H. Combining location and classification error sources for estimating multi-temporal database accuracy. Photogramm. Eng. Remote Sens. 2001, 67, 865-872.
    • (2001) Photogramm. Eng. Remote Sens , vol.67 , pp. 865-872
    • Carmel, Y.1    Dean, D.J.2    Flather, C.H.3
  • 26
    • 84886599829 scopus 로고    scopus 로고
    • Impacts of plot location errors on accuracy of mapping and scaling up aboveground forest carbon using sample plot and Landsat TM data
    • Zhang, M.; Lin, H.; Zeng, S.; Li, J.; Shi, J.; Wang, G. Impacts of plot location errors on accuracy of mapping and scaling up aboveground forest carbon using sample plot and Landsat TM data. IEEE Geosci. Remote Sens. 2013, 10, 1483.
    • (2013) IEEE Geosci. Remote Sens , vol.10 , pp. 1483
    • Zhang, M.1    Lin, H.2    Zeng, S.3    Li, J.4    Shi, J.5    Wang, G.6
  • 27
    • 84888068400 scopus 로고    scopus 로고
    • Assessment of the image misregistration effects on object-based change detection
    • Chen, G.; Zhao, K.; Powers, R. Assessment of the image misregistration effects on object-based change detection. ISPRS J. Photogramm. Remote Sens. 2014, 87, 19-27.
    • (2014) ISPRS J. Photogramm. Remote Sens , vol.87 , pp. 19-27
    • Chen, G.1    Zhao, K.2    Powers, R.3
  • 28
    • 2442540590 scopus 로고    scopus 로고
    • Controlling data uncertainty via aggregation in remotely sensed data
    • Carmel, Y. Controlling data uncertainty via aggregation in remotely sensed data. IEEE Geosci. Remote Sens. 2004, 1, 39-41.
    • (2004) IEEE Geosci. Remote Sens , vol.1 , pp. 39-41
    • Carmel, Y.1
  • 29
    • 84920757293 scopus 로고    scopus 로고
    • Aggregation as a means of increasing Thematic map accuracy
    • Southampton, UK, 8-10 September 2005
    • Carmel, Y. Aggregation as a means of increasing Thematic map accuracy. In 7th International Conference on GeoComputation, Southampton, UK, 8-10 September 2005; pp. 29-38.
    • 7th International Conference on GeoComputation , pp. 29-38
    • Carmel, Y.1
  • 30
    • 77649181120 scopus 로고    scopus 로고
    • Consistency of accuracy assessment indices for soft classification: Simulation analysis
    • Chen, J.; Zhu, X.; Imura, H.; Chen, X. Consistency of accuracy assessment indices for soft classification: Simulation analysis. ISPRS J. Photogramm. Remote Sens. 2010, 65, 156-164.
    • (2010) ISPRS J. Photogramm. Remote Sens , vol.65 , pp. 156-164
    • Chen, J.1    Zhu, X.2    Imura, H.3    Chen, X.4
  • 31
    • 0033779257 scopus 로고    scopus 로고
    • Landscape patterns simulation with a modified random clusters method
    • Saura, S.; Martínez-Millán, J. Landscape patterns simulation with a modified random clusters method. Landsc. Ecol. 2000, 15, 661-678.
    • (2000) Landsc. Ecol , vol.15 , pp. 661-678
    • Saura, S.1    Martínez-Millán, J.2
  • 32
    • 1842531074 scopus 로고    scopus 로고
    • Evaluating the effectiveness of neutral landscape models to represent a real landscape
    • Li, X.; He, H.S.; Wang, X.; Bu, R.; Hu, Y.; Chang, Y. Evaluating the effectiveness of neutral landscape models to represent a real landscape. Landsc. Urban. Plan. 2004, 69, 137-148.
    • (2004) Landsc. Urban. Plan , vol.69 , pp. 137-148
    • Li, X.1    He, H.S.2    Wang, X.3    Bu, R.4    Hu, Y.5    Chang, Y.6
  • 33
    • 62149086627 scopus 로고    scopus 로고
    • An improved Fuzzy Kappa statistic that accounts for spatial autocorrelation
    • Hagen-Zanker, A. An improved Fuzzy Kappa statistic that accounts for spatial autocorrelation. Int. J. Geogr. Inf. Sci. 2009, 23, 61-73.
    • (2009) Int. J. Geogr. Inf. Sci , vol.23 , pp. 61-73
    • Hagen-Zanker, A.1
  • 34
    • 70349751942 scopus 로고    scopus 로고
    • Use of simulated and real data to identify heterogeneity domains in scale-divergent forest landscapes
    • Emilio Rafael, D.-V.; Manuel Francisco, M.-P.; Pedro, Á.-á. Use of simulated and real data to identify heterogeneity domains in scale-divergent forest landscapes. For. Ecol. Manag. 2009, 258, 2490-2500.
    • (2009) For. Ecol. Manag , vol.258 , pp. 2490-2500
    • Emilio Rafael, D.-V.1    Manuel Francisco, M.-P.2    Pedro, Á.-á.3
  • 35
    • 70349730491 scopus 로고    scopus 로고
    • Simmap 2.0, landscape categorical spatial patterns simulation software
    • (accessed on 8 August 2003)
    • Saura, S. Simmap 2.0, landscape categorical spatial patterns simulation software. In User's Manual. Available online: http://www2.montes.upm.es/personales/saura/software.html#simmap (accessed on 8 August 2003).
    • User's Manual
    • Saura, S.1
  • 36
    • 0037316370 scopus 로고    scopus 로고
    • Effects of registration errors between remotely sensed and ground data on estimators of forest area
    • Patterson, P.L.; Williams, M.S. Effects of registration errors between remotely sensed and ground data on estimators of forest area. For. Sci. 2003, 49, 110-118.
    • (2003) For. Sci , vol.49 , pp. 110-118
    • Patterson, P.L.1    Williams, M.S.2
  • 37
    • 0028562412 scopus 로고
    • Integrating GIS and remote sensing for vegetation analysis and modeling: Methodological issues
    • Goodchild, M.F. Integrating GIS and remote sensing for vegetation analysis and modeling: Methodological issues. J. Veg. Sci. 1994, 5, 615-626.
    • (1994) J. Veg. Sci , vol.5 , pp. 615-626
    • Goodchild, M.F.1
  • 40
    • 84867662375 scopus 로고    scopus 로고
    • Effects of patch characteristics and within patch heterogeneity on the accuracy of urban land cover estimates from visual interpretation
    • Zhou, W.; Cadenasso, M.L. Effects of patch characteristics and within patch heterogeneity on the accuracy of urban land cover estimates from visual interpretation. Landsc. Ecol. 2012, 27, 1291-1305.
    • (2012) Landsc. Ecol , vol.27 , pp. 1291-1305
    • Zhou, W.1    Cadenasso, M.L.2
  • 41
    • 0032866047 scopus 로고    scopus 로고
    • Basic probability sampling designs for thematic map accuracy assessment
    • Stehman, S.V. Basic probability sampling designs for thematic map accuracy assessment. Int. J. Remote Sens. 1999, 20, 2423-2441.
    • (1999) Int. J. Remote Sens , vol.20 , pp. 2423-2441
    • Stehman, S.V.1
  • 43
    • 0037334607 scopus 로고    scopus 로고
    • Sampling method and sample placement: How do they affect the accuracy of remotely sensed maps?
    • Plourde, L.; Congalton, R.G. Sampling method and sample placement: How do they affect the accuracy of remotely sensed maps? Photogramm. Eng. Remote Sens. 2003, 69, 289-297.
    • (2003) Photogramm. Eng. Remote Sens , vol.69 , pp. 289-297
    • Plourde, L.1    Congalton, R.G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.