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Volumn 133, Issue , 2017, Pages 89-103

Evaluating the impacts of atmospheric correction, seasonality, environmental settings, and multi-temporal images on subpixel urban impervious surface area mapping with Landsat data

Author keywords

Atmospheric correction; Impervious surface; Landsat; Multi temporal images; Random forest; Seasonality

Indexed keywords

ATMOSPHERIC THERMODYNAMICS; DECISION TREES; IMAGE ENHANCEMENT; LEARNING SYSTEMS; PIXELS; REFLECTION;

EID: 85031095970     PISSN: 09242716     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.isprsjprs.2017.09.015     Document Type: Article
Times cited : (30)

References (93)
  • 1
    • 0001395470 scopus 로고
    • Spectral mixture modeling – a new analysis of rock and soil types at the Viking Lander-1 site
    • Adams, J.B., Smith, M.O., Johnson, P.E., Spectral mixture modeling – a new analysis of rock and soil types at the Viking Lander-1 site. J. Geophys. Res., Solid Earth Planets 91 (1986), 8098–8112.
    • (1986) J. Geophys. Res., Solid Earth Planets , vol.91 , pp. 8098-8112
    • Adams, J.B.1    Smith, M.O.2    Johnson, P.E.3
  • 2
    • 0033890553 scopus 로고    scopus 로고
    • Endmember bundles: A new approach to incorporating endmember variability into spectral mixture analysis
    • Bateson, C.A., Asner, G.P., Wessman, C.A., Endmember bundles: A new approach to incorporating endmember variability into spectral mixture analysis. IEEE Trans. Geosci. Remote Sens 38:2 (2000), 1083–1094.
    • (2000) IEEE Trans. Geosci. Remote Sens , vol.38 , Issue.2 , pp. 1083-1094
    • Bateson, C.A.1    Asner, G.P.2    Wessman, C.A.3
  • 3
    • 84881219181 scopus 로고    scopus 로고
    • GEOV1: LAI and FAPAR essential climate variables and FCOVER global time series capitalizing over existing products. Part1: principles of development and production
    • Baret, F., Weiss, M., Lacaze, R., Camacho, F., Makhmara, H., Pacholcyzk, P., Smets, B., GEOV1: LAI and FAPAR essential climate variables and FCOVER global time series capitalizing over existing products. Part1: principles of development and production. Remote Sens. Environ. 137 (2013), 299–309.
    • (2013) Remote Sens. Environ. , vol.137 , pp. 299-309
    • Baret, F.1    Weiss, M.2    Lacaze, R.3    Camacho, F.4    Makhmara, H.5    Pacholcyzk, P.6    Smets, B.7
  • 4
    • 84961834117 scopus 로고    scopus 로고
    • Random forest in remote sensing: a review of applications and future directions
    • Belgiu, M., Drăguţ, L., Random forest in remote sensing: a review of applications and future directions. ISPRS J. Photogramm. Rem. Sens. 114 (2016), 24–31.
    • (2016) ISPRS J. Photogramm. Rem. Sens. , vol.114 , pp. 24-31
    • Belgiu, M.1    Drăguţ, L.2
  • 5
    • 0036253365 scopus 로고    scopus 로고
    • Impervious surfaces and water quality: a review of current literature and its implications for watershed
    • Brabec, E., Schulte, S., Richards, P.L., Impervious surfaces and water quality: a review of current literature and its implications for watershed. J. Plann. Literat. 16:4 (2002), 499–514.
    • (2002) J. Plann. Literat. , vol.16 , Issue.4 , pp. 499-514
    • Brabec, E.1    Schulte, S.2    Richards, P.L.3
  • 6
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Breiman, L., Random forests. Mach. Learn. 45 (2001), 5–32.
    • (2001) Mach. Learn. , vol.45 , pp. 5-32
    • Breiman, L.1
  • 7
    • 31344465213 scopus 로고    scopus 로고
    • Weighted abundance-constrained linear spectral mixture analysis
    • Chang, C., Ji, B., Weighted abundance-constrained linear spectral mixture analysis. IEEE Trans. Geosci. Remote Sens. 44 (2006), 378–388.
    • (2006) IEEE Trans. Geosci. Remote Sens. , vol.44 , pp. 378-388
    • Chang, C.1    Ji, B.2
  • 11
    • 84937896663 scopus 로고    scopus 로고
    • Incorporating endmember variability into linear unmixing of coarse resolution imagery: mapping large-scale impervious surface abundance using a hierarchically object-based spectral mixture analysis
    • Deng, C., Incorporating endmember variability into linear unmixing of coarse resolution imagery: mapping large-scale impervious surface abundance using a hierarchically object-based spectral mixture analysis. Rem. Sens. 7:7 (2015), 9205–9229.
    • (2015) Rem. Sens. , vol.7 , Issue.7 , pp. 9205-9229
    • Deng, C.1
  • 12
    • 84963533206 scopus 로고    scopus 로고
    • Automated construction of multiple regional libraries for neighborhood-wise local multiple endmember unmixing
    • Deng, C., Automated construction of multiple regional libraries for neighborhood-wise local multiple endmember unmixing. IEEE J. Sel. Top. Appl. Earth Observ. Rem. Sens. 9:9 (2016), 4232–4246.
    • (2016) IEEE J. Sel. Top. Appl. Earth Observ. Rem. Sens. , vol.9 , Issue.9 , pp. 4232-4246
    • Deng, C.1
  • 13
    • 84873859036 scopus 로고    scopus 로고
    • Examining the impacts of urban biophysical compositions on surface urban heat island: a spectral unmixing and thermal mixing approach
    • Deng, C., Wu, C., Examining the impacts of urban biophysical compositions on surface urban heat island: a spectral unmixing and thermal mixing approach. Rem. Sens. Environ. 131 (2013), 262–274.
    • (2013) Rem. Sens. Environ. , vol.131 , pp. 262-274
    • Deng, C.1    Wu, C.2
  • 14
    • 84880374919 scopus 로고    scopus 로고
    • Estimating very high resolution urban surface temperature using a spectral unmixing and thermal mixing approach
    • Deng, C., Wu, C., Estimating very high resolution urban surface temperature using a spectral unmixing and thermal mixing approach. Int. J. Appl. Earth Obs. Geoinf. 23 (2013), 155–164.
    • (2013) Int. J. Appl. Earth Obs. Geoinf. , vol.23 , pp. 155-164
    • Deng, C.1    Wu, C.2
  • 15
    • 84883475650 scopus 로고    scopus 로고
    • Improving small-area population estimation: an integrated geographic and demographic approach
    • Deng, C., Wu, C., Improving small-area population estimation: an integrated geographic and demographic approach. Ann. Assoc. Am. Geogr. 103:5 (2013), 1123–1141.
    • (2013) Ann. Assoc. Am. Geogr. , vol.103 , Issue.5 , pp. 1123-1141
    • Deng, C.1    Wu, C.2
  • 16
    • 84874733862 scopus 로고    scopus 로고
    • A spatially adaptive spectral mixture analysis for mapping subpixel urban impervious surface distribution
    • Deng, C., Wu, C., A spatially adaptive spectral mixture analysis for mapping subpixel urban impervious surface distribution. Rem. Sens. Environ. 133 (2013), 62–70.
    • (2013) Rem. Sens. Environ. , vol.133 , pp. 62-70
    • Deng, C.1    Wu, C.2
  • 17
    • 84885900255 scopus 로고    scopus 로고
    • The use of single-date MODIS imagery for estimating large-scale urban impervious surface fraction with spectral mixture analysis and machine learning techniques
    • Deng, C., Wu, C., The use of single-date MODIS imagery for estimating large-scale urban impervious surface fraction with spectral mixture analysis and machine learning techniques. ISPRS J. Photogramm. Rem. Sens. 86 (2013), 100–110.
    • (2013) ISPRS J. Photogramm. Rem. Sens. , vol.86 , pp. 100-110
    • Deng, C.1    Wu, C.2
  • 18
    • 84880508481 scopus 로고    scopus 로고
    • Annual Global Automated MODIS Vegetation Continuous Fields (MOD44B) at 250 M Spatial Resolution for Data Years Beginning Day 65, 2000–2010, Collection 5 Percent Tree Cover
    • University of Maryland College Park, MD, USA
    • DiMiceli, C.M., Carroll, M.L., Sohlberg, R.A., Huang, C., Hansen, M.C., Townshend, J.R.G., Annual Global Automated MODIS Vegetation Continuous Fields (MOD44B) at 250 M Spatial Resolution for Data Years Beginning Day 65, 2000–2010, Collection 5 Percent Tree Cover. 2011, University of Maryland, College Park, MD, USA.
    • (2011)
    • DiMiceli, C.M.1    Carroll, M.L.2    Sohlberg, R.A.3    Huang, C.4    Hansen, M.C.5    Townshend, J.R.G.6
  • 19
    • 67349274187 scopus 로고    scopus 로고
    • Large-area assessment of impervious surface based on integrated analysis of single-date Landsat-7 images and geospatial vector data
    • Esch, T., Himmler, V., Schorcht, G., Thiel, M., Wehrmann, T., Bachofer, F., Conrad, C., Schmidt, M., Dech, S., Large-area assessment of impervious surface based on integrated analysis of single-date Landsat-7 images and geospatial vector data. Remote Sens. Environ. 113:8 (2009), 1678–1690.
    • (2009) Remote Sens. Environ. , vol.113 , Issue.8 , pp. 1678-1690
    • Esch, T.1    Himmler, V.2    Schorcht, G.3    Thiel, M.4    Wehrmann, T.5    Bachofer, F.6    Conrad, C.7    Schmidt, M.8    Dech, S.9
  • 21
    • 84958835251 scopus 로고    scopus 로고
    • Improving urban impervious surface mapping by linear spectral mixture analysis and using spectral indices
    • Fan, F., Fan, W., Weng, Q., Improving urban impervious surface mapping by linear spectral mixture analysis and using spectral indices. Can. J. Rem. Sens. 41:6 (2015), 577–586.
    • (2015) Can. J. Rem. Sens. , vol.41 , Issue.6 , pp. 577-586
    • Fan, F.1    Fan, W.2    Weng, Q.3
  • 23
    • 67349090017 scopus 로고    scopus 로고
    • Hierarchical multiple endmember spectral mixture analysis (MESMA) of hyperspectral imagery for urban environments
    • Franke, J., Roberts, D.A., Halligan, K., Menz, G., Hierarchical multiple endmember spectral mixture analysis (MESMA) of hyperspectral imagery for urban environments. Remote Sens. Environ. 113 (2009), 1712–1723.
    • (2009) Remote Sens. Environ. , vol.113 , pp. 1712-1723
    • Franke, J.1    Roberts, D.A.2    Halligan, K.3    Menz, G.4
  • 24
    • 84892170402 scopus 로고    scopus 로고
    • Synergistic use of optical and PolSAR imagery for urban impervious surface estimation
    • Guo, H., Yang, H., Sun, Z., Li, X., Wang, C., Synergistic use of optical and PolSAR imagery for urban impervious surface estimation. Photogramm. Eng. Rem. Sens. 80:1 (2014), 91–102.
    • (2014) Photogramm. Eng. Rem. Sens. , vol.80 , Issue.1 , pp. 91-102
    • Guo, H.1    Yang, H.2    Sun, Z.3    Li, X.4    Wang, C.5
  • 25
    • 84961221238 scopus 로고    scopus 로고
    • An analysis of Landsat 7 and Landsat 8 underflight data and the implications for time series investigations
    • Holden, C.E., Woodcock, C.E., An analysis of Landsat 7 and Landsat 8 underflight data and the implications for time series investigations. Rem. Sens. Environ. 185 (2016), 16–36.
    • (2016) Rem. Sens. Environ. , vol.185 , pp. 16-36
    • Holden, C.E.1    Woodcock, C.E.2
  • 26
    • 4143112403 scopus 로고    scopus 로고
    • Development of a 2001 National Land Cover Database for the United States
    • Homer, C., Huang, C., Yang, L., Wylie, B., Coan, M., Development of a 2001 National Land Cover Database for the United States. Photogramm. Eng. Rem. Sens. 70:7 (2004), 829–840.
    • (2004) Photogramm. Eng. Rem. Sens. , vol.70 , Issue.7 , pp. 829-840
    • Homer, C.1    Huang, C.2    Yang, L.3    Wylie, B.4    Coan, M.5
  • 28
    • 67849114029 scopus 로고    scopus 로고
    • Estimating impervious surfaces from medium spatial resolution imagery using the self-organizing map and multi-layer perceptron neural networks
    • Hu, X., Weng, Q., Estimating impervious surfaces from medium spatial resolution imagery using the self-organizing map and multi-layer perceptron neural networks. Rem. Sens. Environ. 113:10 (2009), 2089–2102.
    • (2009) Rem. Sens. Environ. , vol.113 , Issue.10 , pp. 2089-2102
    • Hu, X.1    Weng, Q.2
  • 29
    • 84888420724 scopus 로고    scopus 로고
    • Wetland inundation mapping and change monitoring using Landsat and airborne LiDAR data
    • Huang, C., Peng, Y., Lang, M., Yeo, I.Y., McCarty, G., Wetland inundation mapping and change monitoring using Landsat and airborne LiDAR data. Rem. Sens. Environ. 141 (2014), 231–242.
    • (2014) Rem. Sens. Environ. , vol.141 , pp. 231-242
    • Huang, C.1    Peng, Y.2    Lang, M.3    Yeo, I.Y.4    McCarty, G.5
  • 30
    • 1842599743 scopus 로고    scopus 로고
    • Landsat 7 science data users handbook
    • Report 430-15-01-003-0 National Aeronautics and Space Administration
    • Irish, R.R., Landsat 7 science data users handbook. Report 430-15-01-003-0, 2000, National Aeronautics and Space Administration .
    • (2000)
    • Irish, R.R.1
  • 31
    • 27944506391 scopus 로고    scopus 로고
    • Urbanization and the loss of resource lands within the Chesapeake Bay watershed
    • Jantz, P., Goetz, S.J., Jantz, C.A., Urbanization and the loss of resource lands within the Chesapeake Bay watershed. Environ. Manage. 36 (2005), 808–825.
    • (2005) Environ. Manage. , vol.36 , pp. 808-825
    • Jantz, P.1    Goetz, S.J.2    Jantz, C.A.3
  • 32
    • 84879674952 scopus 로고    scopus 로고
    • Mapping impervious surface area in the Brazilian Amazon using Landsat Imagery
    • Li, G., Lu, D., Moran, E., Hetrick, S., Mapping impervious surface area in the Brazilian Amazon using Landsat Imagery. GISci. Rem. Sens. 50:2 (2013), 172–183.
    • (2013) GISci. Rem. Sens. , vol.50 , Issue.2 , pp. 172-183
    • Li, G.1    Lu, D.2    Moran, E.3    Hetrick, S.4
  • 33
    • 0345040873 scopus 로고    scopus 로고
    • Classification and regression by randomForest
    • Liaw, A., Wiener, M., Classification and regression by randomForest. R News 2:3 (2002), 18–22.
    • (2002) R News , vol.2 , Issue.3 , pp. 18-22
    • Liaw, A.1    Wiener, M.2
  • 34
    • 77949489187 scopus 로고    scopus 로고
    • Integrating intermediate inputs from partially classified images within a hybrid classification framework: an impervious surface estimation example
    • Luo, L., Mountrakis, G., Integrating intermediate inputs from partially classified images within a hybrid classification framework: an impervious surface estimation example. Rem. Sens. Environ. 114:6 (2010), 1220–1229.
    • (2010) Rem. Sens. Environ. , vol.114 , Issue.6 , pp. 1220-1229
    • Luo, L.1    Mountrakis, G.2
  • 35
    • 77958572476 scopus 로고    scopus 로고
    • Impact of the spatial distribution of imperviousness on the hydrologic response of an urbanizing basin
    • Mejía, A.I., Moglen, G.E., Impact of the spatial distribution of imperviousness on the hydrologic response of an urbanizing basin. Hydrol. Process. 24:23 (2010), 3359–3373.
    • (2010) Hydrol. Process. , vol.24 , Issue.23 , pp. 3359-3373
    • Mejía, A.I.1    Moglen, G.E.2
  • 36
    • 79952069751 scopus 로고    scopus 로고
    • Enhancing and replacing spectral information with intermediate structural inputs: a case study on impervious surface detection
    • Mountrakis, G., Luo, L., Enhancing and replacing spectral information with intermediate structural inputs: a case study on impervious surface detection. Rem. Sens. Environ. 115:5 (2011), 1162–1170.
    • (2011) Rem. Sens. Environ. , vol.115 , Issue.5 , pp. 1162-1170
    • Mountrakis, G.1    Luo, L.2
  • 37
    • 0000187025 scopus 로고
    • Quantitative abundance estimates from bidirectional reflectance measurements
    • Mustard, J.F., Pieters, C.M., Quantitative abundance estimates from bidirectional reflectance measurements. J. Geophys. Res. 92 (1987), 617–626.
    • (1987) J. Geophys. Res. , vol.92 , pp. 617-626
    • Mustard, J.F.1    Pieters, C.M.2
  • 38
    • 0024940581 scopus 로고
    • Photometric phase functions of common geologic minerals and applications to quantitative-analysis of mineral mixture reflectance spectra
    • Mustard, J.F., Pieters, C.M., Photometric phase functions of common geologic minerals and applications to quantitative-analysis of mineral mixture reflectance spectra. J. Geophys. Res. 10 (1989), 13619–13634.
    • (1989) J. Geophys. Res. , vol.10 , pp. 13619-13634
    • Mustard, J.F.1    Pieters, C.M.2
  • 39
    • 70449411870 scopus 로고    scopus 로고
    • Modelling land-cover types using multiple endmember spectral mixture analysis in a desert city
    • Myint, S.W., Okin, G.S., Modelling land-cover types using multiple endmember spectral mixture analysis in a desert city. Int. J. Rem. Sens. 30:9 (2009), 2237–2257.
    • (2009) Int. J. Rem. Sens. , vol.30 , Issue.9 , pp. 2237-2257
    • Myint, S.W.1    Okin, G.S.2
  • 40
    • 0001653435 scopus 로고
    • Spectral reflectance systematics for mixtures of powdered hypersthene, labradorite, and ilmenite
    • Nash, D.B., Conel, J.E., Spectral reflectance systematics for mixtures of powdered hypersthene, labradorite, and ilmenite. J. Geophys. Res. 79 (1974), 1615–1621.
    • (1974) J. Geophys. Res. , vol.79 , pp. 1615-1621
    • Nash, D.B.1    Conel, J.E.2
  • 41
    • 84880603835 scopus 로고    scopus 로고
    • Support vector regression and synthetically mixed training data for quantifying urban land cover
    • Okujeni, A., van der Linden, S., Tits, L., Somers, B., Hostert, P., Support vector regression and synthetically mixed training data for quantifying urban land cover. Rem. Sens. Environ. 137 (2013), 184–197.
    • (2013) Rem. Sens. Environ. , vol.137 , pp. 184-197
    • Okujeni, A.1    van der Linden, S.2    Tits, L.3    Somers, B.4    Hostert, P.5
  • 42
    • 33845914584 scopus 로고    scopus 로고
    • Sub-pixel mapping of urban land cover using multiple endmember spectral mixture analysis: Manaus, Brazil
    • Powell, R., Roberts, D.A., Hess, L., Dennison, P., Sub-pixel mapping of urban land cover using multiple endmember spectral mixture analysis: Manaus, Brazil. Rem. Sens. Environ. 106:2 (2007), 253–267.
    • (2007) Rem. Sens. Environ. , vol.106 , Issue.2 , pp. 253-267
    • Powell, R.1    Roberts, D.A.2    Hess, L.3    Dennison, P.4
  • 43
    • 40949084456 scopus 로고    scopus 로고
    • Quantification of impervious surface in the Snohomish water resources inventory area of western Washington from 1972 to 2006
    • Powell, S.L., Cohen, W.B., Yang, Z., Pierce, J.D., Alberti, M., Quantification of impervious surface in the Snohomish water resources inventory area of western Washington from 1972 to 2006. Rem. Sens. Environ. 112:4 (2008), 1895–1908.
    • (2008) Rem. Sens. Environ. , vol.112 , Issue.4 , pp. 1895-1908
    • Powell, S.L.1    Cohen, W.B.2    Yang, Z.3    Pierce, J.D.4    Alberti, M.5
  • 44
    • 0041419349 scopus 로고    scopus 로고
    • Measuring the physical composition of urban morphology using multiple endmember spectral mixture models
    • Rashed, T., Weeks, J.R., Roberts, D., Rogan, J., Powell, R., Measuring the physical composition of urban morphology using multiple endmember spectral mixture models. Photogramm. Eng. Rem. Sens. 69:9 (2003), 1011–1020.
    • (2003) Photogramm. Eng. Rem. Sens. , vol.69 , Issue.9 , pp. 1011-1020
    • Rashed, T.1    Weeks, J.R.2    Roberts, D.3    Rogan, J.4    Powell, R.5
  • 45
    • 84897451869 scopus 로고    scopus 로고
    • Continuous field mapping of Mediterranean wetlands using sub-pixel spectral signatures and multi-temporal Landsat data
    • Reschke, J., Hüttich, C., Continuous field mapping of Mediterranean wetlands using sub-pixel spectral signatures and multi-temporal Landsat data. Int. J. Appl. Earth Obs. Geoinf. 28 (2014), 220–229.
    • (2014) Int. J. Appl. Earth Obs. Geoinf. , vol.28 , pp. 220-229
    • Reschke, J.1    Hüttich, C.2
  • 46
    • 0036143947 scopus 로고    scopus 로고
    • Assessment of vegetation regeneration after fire through multitemporal analysis of AVIRIS images in the Santa Monica Mountains
    • Riaño, D., Chuvieco, E., Ustin, S.L., Zomer, R., Dennison, P., Roberts, D., Salas, J., Assessment of vegetation regeneration after fire through multitemporal analysis of AVIRIS images in the Santa Monica Mountains. Rem. Sens. Environ. 79:1 (2002), 60–71.
    • (2002) Rem. Sens. Environ. , vol.79 , Issue.1 , pp. 60-71
    • Riaño, D.1    Chuvieco, E.2    Ustin, S.L.3    Zomer, R.4    Dennison, P.5    Roberts, D.6    Salas, J.7
  • 47
    • 0041881834 scopus 로고    scopus 로고
    • Evaluation of the potential of Hyperion for fire danger assessment by comparison to the Airborne Visible/Infrared Imaging Spectrometer
    • Roberts, D.A., Dennison, P.E., Gardner, M.E., Hetzel, Y., Ustin, S.L., Lee, C.T., Evaluation of the potential of Hyperion for fire danger assessment by comparison to the Airborne Visible/Infrared Imaging Spectrometer. IEEE Trans. Geosci. Rem. Sens. 41:6 (2003), 1297–1310.
    • (2003) IEEE Trans. Geosci. Rem. Sens. , vol.41 , Issue.6 , pp. 1297-1310
    • Roberts, D.A.1    Dennison, P.E.2    Gardner, M.E.3    Hetzel, Y.4    Ustin, S.L.5    Lee, C.T.6
  • 48
    • 0032156917 scopus 로고    scopus 로고
    • Mapping chaparral in the Santa Monica Mountains using multiple endmember spectral mixture models
    • Roberts, D.A., Gardner, M., Church, R., Ustin, S., Scheer, G., Green, R.O., Mapping chaparral in the Santa Monica Mountains using multiple endmember spectral mixture models. Rem. Sens. Environ. 65 (1998), 267–279.
    • (1998) Rem. Sens. Environ. , vol.65 , pp. 267-279
    • Roberts, D.A.1    Gardner, M.2    Church, R.3    Ustin, S.4    Scheer, G.5    Green, R.O.6
  • 49
    • 84855449469 scopus 로고    scopus 로고
    • Synergies between VSWIR and TIR data for the urban environment: an evaluation of the potential for the hyperspectral infrared imager (HyspIRI) decadal survey mission
    • Roberts, D.A., Quattrochi, D.A., Hulley, G.C., Hook, S.J., Green, R.O., Synergies between VSWIR and TIR data for the urban environment: an evaluation of the potential for the hyperspectral infrared imager (HyspIRI) decadal survey mission. Rem. Sens. Environ. 117 (2012), 83–101.
    • (2012) Rem. Sens. Environ. , vol.117 , pp. 83-101
    • Roberts, D.A.1    Quattrochi, D.A.2    Hulley, G.C.3    Hook, S.J.4    Green, R.O.5
  • 50
    • 85031107196 scopus 로고    scopus 로고
    • Ustin, S.L.b. Mapping the distribution of wildfire fuels using AVIRIS in the Santa Monica Mountains. NASA Report.
    • Roberts, D.A., Regelbrugge, J., Pedreros, D., Ustin, S.L., 1998b. Mapping the distribution of wildfire fuels using AVIRIS in the Santa Monica Mountains. NASA Report.
    • (1998)
    • Roberts, D.A.1    Regelbrugge, J.2    Pedreros, D.3
  • 51
    • 84954285666 scopus 로고    scopus 로고
    • Characterization of Landsat-7 to Landsat-8 reflective wavelength and normalized difference vegetation index continuity
    • Roy, D.P., Kovalskyy, V., Zhang, H.K., Vermote, E.F., Yan, L., Kumar, S.S., Egorov, A., Characterization of Landsat-7 to Landsat-8 reflective wavelength and normalized difference vegetation index continuity. Rem. Sens. Environ. 185 (2016), 57–70.
    • (2016) Rem. Sens. Environ. , vol.185 , pp. 57-70
    • Roy, D.P.1    Kovalskyy, V.2    Zhang, H.K.3    Vermote, E.F.4    Yan, L.5    Kumar, S.S.6    Egorov, A.7
  • 52
    • 84920082341 scopus 로고    scopus 로고
    • Quantifying the physical composition of urban Morphology throughout Wales based on the time series (1989–2011) analysis of Landsat TM/ETM+ images and supporting GIS data
    • Scott, D., Petropoulos, G.P., Moxley, J., Malcolm, H., Quantifying the physical composition of urban Morphology throughout Wales based on the time series (1989–2011) analysis of Landsat TM/ETM+ images and supporting GIS data. Rem. Sens. 6:12 (2014), 11731–11752.
    • (2014) Rem. Sens. , vol.6 , Issue.12 , pp. 11731-11752
    • Scott, D.1    Petropoulos, G.P.2    Moxley, J.3    Malcolm, H.4
  • 53
    • 84882659985 scopus 로고    scopus 로고
    • Global, 30-m resolution continuous fields of tree cover: Landsat-based rescaling of MODIS vegetation continuous fields with lidar-based estimates of error
    • Sexton, J.O., Song, X.P., Feng, M., Noojipady, P., Anand, A., Huang, C., Kim, D.H., Collins, K.M., Channan, S., Townshend, J.R., Global, 30-m resolution continuous fields of tree cover: Landsat-based rescaling of MODIS vegetation continuous fields with lidar-based estimates of error. Int. J. Digital Earth 6:5 (2013), 427–448.
    • (2013) Int. J. Digital Earth , vol.6 , Issue.5 , pp. 427-448
    • Sexton, J.O.1    Song, X.P.2    Feng, M.3    Noojipady, P.4    Anand, A.5    Huang, C.6    Kim, D.H.7    Collins, K.M.8    Channan, S.9    Townshend, J.R.10
  • 54
    • 84908340188 scopus 로고    scopus 로고
    • Landsat Ecosystem Disturbance Adaptive Processing System (LEDAPS) Algorithm Description (No. 2013-1057)
    • US Geological Survey
    • Schmidt, G., Jenkerson, C., Masek, J., Vermote, E., Gao, F., Landsat Ecosystem Disturbance Adaptive Processing System (LEDAPS) Algorithm Description (No. 2013-1057). 2013, US Geological Survey.
    • (2013)
    • Schmidt, G.1    Jenkerson, C.2    Masek, J.3    Vermote, E.4    Gao, F.5
  • 55
    • 80052340128 scopus 로고    scopus 로고
    • Sub-pixel mapping of tree canopy, impervious surfaces, and cropland in the Laurentian Great Lakes Basin using MODIS time-series data
    • Shao, Y., Lunetta, R.S., Sub-pixel mapping of tree canopy, impervious surfaces, and cropland in the Laurentian Great Lakes Basin using MODIS time-series data. IEEE J. Sel. Top. Appl. Earth Observ. Rem. Sens. 4:2 (2011), 336–347.
    • (2011) IEEE J. Sel. Top. Appl. Earth Observ. Rem. Sens. , vol.4 , Issue.2 , pp. 336-347
    • Shao, Y.1    Lunetta, R.S.2
  • 56
    • 84899702499 scopus 로고    scopus 로고
    • Incorporating spatial information in spectral unmixing: a review
    • Shi, C., Wang, L., Incorporating spatial information in spectral unmixing: a review. Rem. Sens. Environ. 149 (2014), 70–87.
    • (2014) Rem. Sens. Environ. , vol.149 , pp. 70-87
    • Shi, C.1    Wang, L.2
  • 57
    • 57049104040 scopus 로고    scopus 로고
    • A weighted linear spectral mixture analysis approach to address endmember variability in agricultural production systems
    • Somers, B., Delalieux, S., Stuckens, J., Verstraeten, W.W., Coppin, P., A weighted linear spectral mixture analysis approach to address endmember variability in agricultural production systems. Int. J. Rem. Sens. 30 (2009), 139–147.
    • (2009) Int. J. Rem. Sens. , vol.30 , pp. 139-147
    • Somers, B.1    Delalieux, S.2    Stuckens, J.3    Verstraeten, W.W.4    Coppin, P.5
  • 58
    • 0035141621 scopus 로고    scopus 로고
    • Classification and change detection using Landsat TM data: when and how to correct atmospheric effects?
    • Song, C., Woodcock, C.E., Seto, K.C., Lenney, M.P., Macomber, S.A., Classification and change detection using Landsat TM data: when and how to correct atmospheric effects?. Rem. Sens. Environ. 75:2 (2001), 230–244.
    • (2001) Rem. Sens. Environ. , vol.75 , Issue.2 , pp. 230-244
    • Song, C.1    Woodcock, C.E.2    Seto, K.C.3    Lenney, M.P.4    Macomber, S.A.5
  • 59
    • 31444454667 scopus 로고    scopus 로고
    • Stand biomass estimation method by canopy coverage for application to remote sensing in an arid area of Western Australia
    • Suganuma, H., Abe, Y., Taniguchi, M., Tanouchi, H., Utsugi, H., Kojima, T., Yamada, K., Stand biomass estimation method by canopy coverage for application to remote sensing in an arid area of Western Australia. For. Ecol. Manage. 222:1 (2006), 75–87.
    • (2006) For. Ecol. Manage. , vol.222 , Issue.1 , pp. 75-87
    • Suganuma, H.1    Abe, Y.2    Taniguchi, M.3    Tanouchi, H.4    Utsugi, H.5    Kojima, T.6    Yamada, K.7
  • 60
    • 82155171329 scopus 로고    scopus 로고
    • Considering plant phenology for improving the accuracy of urban impervious surface mapping in a subtropical climate regions
    • Sung, C.Y., Li, M.H., Considering plant phenology for improving the accuracy of urban impervious surface mapping in a subtropical climate regions. Int. J. Rem. Sens. 33:1 (2012), 261–275.
    • (2012) Int. J. Rem. Sens. , vol.33 , Issue.1 , pp. 261-275
    • Sung, C.Y.1    Li, M.H.2
  • 61
    • 84873517672 scopus 로고    scopus 로고
    • Effect of image spatial and spectral characteristics on mapping semi-arid rangeland vegetation using multiple endmember spectral mixture analysis (MESMA)
    • Thorp, K.R., French, A.N., Rango, A., Effect of image spatial and spectral characteristics on mapping semi-arid rangeland vegetation using multiple endmember spectral mixture analysis (MESMA). Rem. Sens. Environ. 132 (2013), 120–130.
    • (2013) Rem. Sens. Environ. , vol.132 , pp. 120-130
    • Thorp, K.R.1    French, A.N.2    Rango, A.3
  • 62
    • 84962621189 scopus 로고    scopus 로고
    • Sub-pixel classification of modis evi for annual mappings of impervious surface areas
    • Tsutsumida, N., Comber, A., Barrett, K., Saizen, I., Rustiadi, E., Sub-pixel classification of modis evi for annual mappings of impervious surface areas. Rem. Sens., 8(2), 2016, 143.
    • (2016) Rem. Sens. , vol.8 , Issue.2 , pp. 143
    • Tsutsumida, N.1    Comber, A.2    Barrett, K.3    Saizen, I.4    Rustiadi, E.5
  • 64
    • 84960112657 scopus 로고    scopus 로고
    • Landsat 8 (L8) data users handbook
    • Retrieved from:
    • U.S. Geological Survey, Landsat 8 (L8) data users handbook. Retrieved from: , 2016.
    • (2016)
    • U.S. Geological Survey1
  • 65
    • 85014788738 scopus 로고    scopus 로고
    • Provisional Landsat 8 Surface Reflectance Code Product Guide
    • Retrieved from:
    • U.S. Geological Survey, Provisional Landsat 8 Surface Reflectance Code Product Guide. Retrieved from: , 2016.
    • (2016)
    • U.S. Geological Survey1
  • 66
    • 55349114714 scopus 로고    scopus 로고
    • Subpixel urban land cover estimation: comparing Cubist, Random Forests, and support vector regression
    • Walton, J., Subpixel urban land cover estimation: comparing Cubist, Random Forests, and support vector regression. Photogramm. Eng. Rem. Sens. 74:10 (2008), 1213–1222.
    • (2008) Photogramm. Eng. Rem. Sens. , vol.74 , Issue.10 , pp. 1213-1222
    • Walton, J.1
  • 67
    • 84978857965 scopus 로고    scopus 로고
    • A survey of methods incorporating spatial information in image classification and spectral unmixing
    • Wang, L., Shi, C., Diao, C., Ji, W., Yin, D., A survey of methods incorporating spatial information in image classification and spectral unmixing. Int. J. Rem. Sens. 37:16 (2016), 3870–3910.
    • (2016) Int. J. Rem. Sens. , vol.37 , Issue.16 , pp. 3870-3910
    • Wang, L.1    Shi, C.2    Diao, C.3    Ji, W.4    Yin, D.5
  • 68
    • 85018553224 scopus 로고    scopus 로고
    • Mapping spectrally similar urban materials at sub-pixel scales
    • Wetherley, E.B., Roberts, D.A., McFadden, J.P., Mapping spectrally similar urban materials at sub-pixel scales. Remote Sens. Environ. 195 (2017), 170–183.
    • (2017) Remote Sens. Environ. , vol.195 , pp. 170-183
    • Wetherley, E.B.1    Roberts, D.A.2    McFadden, J.P.3
  • 69
    • 84855458471 scopus 로고    scopus 로고
    • Remote sensing of impervious surfaces in the urban areas: requirements, methods, and trends
    • Weng, Q., Remote sensing of impervious surfaces in the urban areas: requirements, methods, and trends. Rem. Sens. Environ. 117 (2012), 34–49.
    • (2012) Rem. Sens. Environ. , vol.117 , pp. 34-49
    • Weng, Q.1
  • 70
    • 48849109176 scopus 로고    scopus 로고
    • Medium spatial resolution satellite imagery for estimating and mapping urban impervious surfaces using LSMA and ANN
    • Weng, Q., Hu, X., Medium spatial resolution satellite imagery for estimating and mapping urban impervious surfaces using LSMA and ANN. IEEE Trans. Geosci. Rem. Sens. 46:8 (2008), 2397–2406.
    • (2008) IEEE Trans. Geosci. Rem. Sens. , vol.46 , Issue.8 , pp. 2397-2406
    • Weng, Q.1    Hu, X.2
  • 71
    • 70449360423 scopus 로고    scopus 로고
    • Estimating impervious surfaces using linear spectral mixture analysis with multitemporal ASTER images
    • Weng, Q., Hu, X., Liu, H., Estimating impervious surfaces using linear spectral mixture analysis with multitemporal ASTER images. Int. J. Rem. Sens. 30:18 (2009), 4807–4830.
    • (2009) Int. J. Rem. Sens. , vol.30 , Issue.18 , pp. 4807-4830
    • Weng, Q.1    Hu, X.2    Liu, H.3
  • 72
    • 27344433291 scopus 로고    scopus 로고
    • The effects of watershed urbanization on the stream hydrology and riparian vegetation of Los Penasquitos Creek, California
    • White, M.D., Greer, K.A., The effects of watershed urbanization on the stream hydrology and riparian vegetation of Los Penasquitos Creek, California. Landscape Urban Plan 74 (2006), 125–138.
    • (2006) Landscape Urban Plan , vol.74 , pp. 125-138
    • White, M.D.1    Greer, K.A.2
  • 73
    • 7444231656 scopus 로고    scopus 로고
    • Normalized spectral mixture analysis for monitoring urban composition using ETM+ imagery
    • Wu, C., Normalized spectral mixture analysis for monitoring urban composition using ETM+ imagery. Remote Sens. Environ. 93:4 (2004), 480–492.
    • (2004) Remote Sens. Environ. , vol.93 , Issue.4 , pp. 480-492
    • Wu, C.1
  • 74
    • 36749079080 scopus 로고    scopus 로고
    • Seasonal sensitivity analysis of impervious surface estimation with satellite imagery
    • Wu, C., Yuan, F., Seasonal sensitivity analysis of impervious surface estimation with satellite imagery. Photogramm. Eng. Rem. Sens. 73:12 (2007), 1393–1401.
    • (2007) Photogramm. Eng. Rem. Sens. , vol.73 , Issue.12 , pp. 1393-1401
    • Wu, C.1    Yuan, F.2
  • 75
    • 35348894459 scopus 로고    scopus 로고
    • An analysis of urban development and its environmental impact on the Tampa Bay watershed
    • Xian, G., Crane, M., Su, J., An analysis of urban development and its environmental impact on the Tampa Bay watershed. J. Environ. Manage. 85:4 (2007), 965–976.
    • (2007) J. Environ. Manage. , vol.85 , Issue.4 , pp. 965-976
    • Xian, G.1    Crane, M.2    Su, J.3
  • 76
    • 84886487368 scopus 로고    scopus 로고
    • An approach for characterizing the distribution of shrubland ecosystem components as continuous fields as part of NLCD
    • Xian, G., Homer, C., Meyer, D., Granneman, B., An approach for characterizing the distribution of shrubland ecosystem components as continuous fields as part of NLCD. ISPRS J. Photogramm. Rem. Sens. 86 (2013), 136–149.
    • (2013) ISPRS J. Photogramm. Rem. Sens. , vol.86 , pp. 136-149
    • Xian, G.1    Homer, C.2    Meyer, D.3    Granneman, B.4
  • 77
    • 84938079661 scopus 로고    scopus 로고
    • Characterization of shrubland ecosystem components as continuous fields in the northwest United States
    • Xian, G., Homer, C., Rigge, M., Shi, H., Meyer, D., Characterization of shrubland ecosystem components as continuous fields in the northwest United States. Rem. Sens. Environ. 168 (2015), 286–300.
    • (2015) Rem. Sens. Environ. , vol.168 , pp. 286-300
    • Xian, G.1    Homer, C.2    Rigge, M.3    Shi, H.4    Meyer, D.5
  • 78
    • 34548268085 scopus 로고    scopus 로고
    • Spatial pattern of impervious surfaces and their impacts on land surface temperature in Beijing, China
    • Xiao, R.B., Ouyang, Z.Y., Zheng, H., Li, W.F., Schienke, E.W., Wang, X.K., Spatial pattern of impervious surfaces and their impacts on land surface temperature in Beijing, China. J. Environ. Sci. 19:2 (2007), 250–256.
    • (2007) J. Environ. Sci. , vol.19 , Issue.2 , pp. 250-256
    • Xiao, R.B.1    Ouyang, Z.Y.2    Zheng, H.3    Li, W.F.4    Schienke, E.W.5    Wang, X.K.6
  • 79
    • 0042961504 scopus 로고    scopus 로고
    • An approach for mapping large-area impervious surface: synergistic use of Landsat 7 ETM+ and high spatial resolution imagery
    • Yang, L., Huang, C., Homer, C., Wylie, B., Coan, M., An approach for mapping large-area impervious surface: synergistic use of Landsat 7 ETM+ and high spatial resolution imagery. Can. J. Rem. Sens. 29 (2003), 230–240.
    • (2003) Can. J. Rem. Sens. , vol.29 , pp. 230-240
    • Yang, L.1    Huang, C.2    Homer, C.3    Wylie, B.4    Coan, M.5
  • 80
    • 84864053761 scopus 로고    scopus 로고
    • Temporal mixture analysis for estimating impervious surface area from multi-temporal MODIS NDVI data in Japan
    • Yang, F., Matsushita, B., Fukushima, T., Yang, W., Temporal mixture analysis for estimating impervious surface area from multi-temporal MODIS NDVI data in Japan. ISPRS J. Photogramm. Rem. Sens. 72 (2012), 90–98.
    • (2012) ISPRS J. Photogramm. Rem. Sens. , vol.72 , pp. 90-98
    • Yang, F.1    Matsushita, B.2    Fukushima, T.3    Yang, W.4
  • 81
    • 8744247168 scopus 로고    scopus 로고
    • Understanding population segregation from Landsat ETM+ imagery: a geographically weighted regression approach
    • Yu, D., Wu, C., Understanding population segregation from Landsat ETM+ imagery: a geographically weighted regression approach. GISci. Rem. Sens. 41:3 (2004), 187–206.
    • (2004) GISci. Rem. Sens. , vol.41 , Issue.3 , pp. 187-206
    • Yu, D.1    Wu, C.2
  • 82
    • 33846300967 scopus 로고    scopus 로고
    • Comparison of impervious surface area and normalized difference vegetation index as indicators of surface urban heat island effects in Landsat imagery
    • Yuan, F., Bauer, M.E., Comparison of impervious surface area and normalized difference vegetation index as indicators of surface urban heat island effects in Landsat imagery. Rem. Sens. Environ. 106 (2007), 375–386.
    • (2007) Rem. Sens. Environ. , vol.106 , pp. 375-386
    • Yuan, F.1    Bauer, M.E.2
  • 83
    • 13844256799 scopus 로고    scopus 로고
    • Spectral unmixing of normalized reflectance data for the deconvolution of lichen and rock mixtures
    • Zhang, J., Rivard, B., Sanchez-Azofeifa, A., Spectral unmixing of normalized reflectance data for the deconvolution of lichen and rock mixtures. Rem. Sens. Environ. 95 (2005), 57–66.
    • (2005) Rem. Sens. Environ. , vol.95 , pp. 57-66
    • Zhang, J.1    Rivard, B.2    Sanchez-Azofeifa, A.3
  • 84
    • 33750358188 scopus 로고    scopus 로고
    • Intra- and inter-class spectral variability of tropical tree species at La Selva, Costa Rica: implications for species identification using HYDICE imagery
    • Zhang, J., Rivard, B., Sanchez-Azofeifa, A., Castro-Esau, K., Intra- and inter-class spectral variability of tropical tree species at La Selva, Costa Rica: implications for species identification using HYDICE imagery. Rem. Sens. Environ. 105 (2006), 129–141.
    • (2006) Rem. Sens. Environ. , vol.105 , pp. 129-141
    • Zhang, J.1    Rivard, B.2    Sanchez-Azofeifa, A.3    Castro-Esau, K.4
  • 85
    • 84922331922 scopus 로고    scopus 로고
    • Applying spectral mixture analysis for large-scale sub-pixel impervious cover estimation based on neighbourhood-specific endmember signature generation
    • Zhang, Z., Liu, C., Luo, J., Shen, Z., Shao, Z., Applying spectral mixture analysis for large-scale sub-pixel impervious cover estimation based on neighbourhood-specific endmember signature generation. Rem. Sens. Lett. 6:1 (2015), 1–10.
    • (2015) Rem. Sens. Lett. , vol.6 , Issue.1 , pp. 1-10
    • Zhang, Z.1    Liu, C.2    Luo, J.3    Shen, Z.4    Shao, Z.5
  • 86
    • 84961990816 scopus 로고    scopus 로고
    • Mapping urban impervious surface with dual-polarimetric SAR data: an improved method
    • Zhang, H., Lin, H., Li, Y., Zhang, Y., Fang, C., Mapping urban impervious surface with dual-polarimetric SAR data: an improved method. Landscape Urban Plann. 151 (2016), 55–63.
    • (2016) Landscape Urban Plann. , vol.151 , pp. 55-63
    • Zhang, H.1    Lin, H.2    Li, Y.3    Zhang, Y.4    Fang, C.5
  • 87
    • 84864505267 scopus 로고    scopus 로고
    • A comparison study of impervious surfaces estimation using optical and SAR remote sensing images
    • Zhang, H., Zhang, Y., Lin, H., A comparison study of impervious surfaces estimation using optical and SAR remote sensing images. Int. J. Appl. Earth Obs. Geoinf. 18 (2012), 148–156.
    • (2012) Int. J. Appl. Earth Obs. Geoinf. , vol.18 , pp. 148-156
    • Zhang, H.1    Zhang, Y.2    Lin, H.3
  • 88
    • 84902969401 scopus 로고    scopus 로고
    • Seasonal effects of impervious surface estimation in subtropical monsoon regions
    • Zhang, H., Zhang, Y., Lin, H., Seasonal effects of impervious surface estimation in subtropical monsoon regions. Int. J. Digital Earth 7:9 (2014), 746–760.
    • (2014) Int. J. Digital Earth , vol.7 , Issue.9 , pp. 746-760
    • Zhang, H.1    Zhang, Y.2    Lin, H.3
  • 89
    • 84864523438 scopus 로고    scopus 로고
    • Mapping and analyzing change of impervious surface for two decades using multi-temporal Landsat imagery in Missouri
    • Zhou, B., He, H.S., Nigh, T.A., Schulz, J.H., Mapping and analyzing change of impervious surface for two decades using multi-temporal Landsat imagery in Missouri. Int. J. Appl. Earth Obs. Geoinf. 18 (2012), 195–206.
    • (2012) Int. J. Appl. Earth Obs. Geoinf. , vol.18 , pp. 195-206
    • Zhou, B.1    He, H.S.2    Nigh, T.A.3    Schulz, J.H.4
  • 90
    • 77956255248 scopus 로고    scopus 로고
    • Modeling watershed rainfall–runoff relations using impervious surface-area data with high spatial resolution
    • Zhou, Y., Wang, Y., Gold, A.J., August, P.V., Modeling watershed rainfall–runoff relations using impervious surface-area data with high spatial resolution. Hydrogeol. J. 18:6 (2010), 1413–1423.
    • (2010) Hydrogeol. J. , vol.18 , Issue.6 , pp. 1413-1423
    • Zhou, Y.1    Wang, Y.2    Gold, A.J.3    August, P.V.4
  • 91
    • 84923804077 scopus 로고    scopus 로고
    • Improvement and expansion of the Fmask algorithm: Cloud, cloud shadow, and snow detection for Landsats 4–7, 8, and Sentinel 2 images
    • Zhu, Z., Wang, S., Woodcock, C.E., Improvement and expansion of the Fmask algorithm: Cloud, cloud shadow, and snow detection for Landsats 4–7, 8, and Sentinel 2 images. Rem. Sens. Environ. 159 (2015), 269–277.
    • (2015) Rem. Sens. Environ. , vol.159 , pp. 269-277
    • Zhu, Z.1    Wang, S.2    Woodcock, C.E.3
  • 92
    • 83455195642 scopus 로고    scopus 로고
    • Object-based cloud and cloud shadow detection in Landsat imagery
    • Zhu, Z., Woodcock, C.E., Object-based cloud and cloud shadow detection in Landsat imagery. Rem. Sens. Environ. 118 (2012), 83–94.
    • (2012) Rem. Sens. Environ. , vol.118 , pp. 83-94
    • Zhu, Z.1    Woodcock, C.E.2
  • 93
    • 84964866565 scopus 로고    scopus 로고
    • Including land cover change in analysis of greenness trends using all available Landsat 5, 7, and 8 images: a case study from Guangzhou, China (2000–2014)
    • Zhu, Z., Fu, Y., Woodcock, C.E., Olofsson, P., Vogelmann, J.E., Holden, C., Wang, M., Dai, S., Yu, Y., Including land cover change in analysis of greenness trends using all available Landsat 5, 7, and 8 images: a case study from Guangzhou, China (2000–2014). Rem. Sens. Environ. 185 (2016), 243–257.
    • (2016) Rem. Sens. Environ. , vol.185 , pp. 243-257
    • Zhu, Z.1    Fu, Y.2    Woodcock, C.E.3    Olofsson, P.4    Vogelmann, J.E.5    Holden, C.6    Wang, M.7    Dai, S.8    Yu, Y.9


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