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Volumn 18, Issue 12, 2018, Pages

Quantifying short-term urban land cover change with time series landsat data: A comparison of four different cities

Author keywords

Impervious surface; Landsat; Remote sensing; Seasonal; Urban land cover

Indexed keywords

CLIMATE CHANGE; ECOLOGY; FOURIER SERIES; MEAN SQUARE ERROR; SATELLITES; UNCERTAINTY ANALYSIS;

EID: 85058422150     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s18124319     Document Type: Article
Times cited : (10)

References (65)
  • 1
    • 84880406227 scopus 로고    scopus 로고
    • Balancing misclassification errors of land cover classification maps using support vector machines and Landsat imagery in the Maipo river basin (Central chile, 1975–2010)
    • Puertas, O.L.; Brenning, A.; Meza, F.J. Balancing misclassification errors of land cover classification maps using support vector machines and Landsat imagery in the Maipo river basin (central chile, 1975–2010). Remote Sens. Environ. 2013, 137, 112–123. [CrossRef]
    • (2013) Remote Sens. Environ. , vol.137 , pp. 112-123
    • Puertas, O.L.1    Brenning, A.2    Meza, F.J.3
  • 2
    • 84867055467 scopus 로고    scopus 로고
    • Global forecasts of urban expansion to 2030 and direct impacts on biodiversity and carbon pools
    • Seto, K.C.; Guneralp, B.; Hutyra, L.R. Global forecasts of urban expansion to 2030 and direct impacts on biodiversity and carbon pools. Proc. Natl. Acad. Sci. USA 2012, 109, 16083–16088. [CrossRef] [PubMed]
    • (2012) Proc. Natl. Acad. Sci. USA , vol.109 , pp. 16083-16088
    • Seto, K.C.1    Guneralp, B.2    Hutyra, L.R.3
  • 4
    • 84855458471 scopus 로고    scopus 로고
    • Remote sensing of impervious surfaces in the urban areas: Requirements, methods, and trends
    • Weng, Q.H. Remote sensing of impervious surfaces in the urban areas: Requirements, methods, and trends. Remote Sens. Environ. 2012, 117, 34–49. [CrossRef]
    • (2012) Remote Sens. Environ. , vol.117 , pp. 34-49
    • Weng, Q.H.1
  • 5
    • 13444288180 scopus 로고    scopus 로고
    • A global analysis of urban reflectance
    • Small, C. A global analysis of urban reflectance. Int. J. Remote Sens. 2005, 26, 661–681. [CrossRef]
    • (2005) Int. J. Remote Sens. , vol.26 , pp. 661-681
    • Small, C.1
  • 6
    • 84924420684 scopus 로고    scopus 로고
    • Landsat 8 vs. Landsat 5: A comparison based on urban and pen-urban land cover mapping
    • Poursanidis, D.; Chrysoulakis, N.; Mitraka, Z. Landsat 8 vs. Landsat 5: A comparison based on urban and pen-urban land cover mapping. Int. J. Appl. Earth Obs. Geoinf. 2015, 35, 259–269. [CrossRef]
    • (2015) Int. J. Appl. Earth Obs. Geoinf. , vol.35 , pp. 259-269
    • Poursanidis, D.1    Chrysoulakis, N.2    Mitraka, Z.3
  • 7
    • 0029666685 scopus 로고    scopus 로고
    • An assessment of several linear change detection techniques for mapping forest mortality using multitemporal Landsat TM data
    • Collins, J.B.; Woodcock, C.E. An assessment of several linear change detection techniques for mapping forest mortality using multitemporal Landsat TM data. Remote Sens. Environ. 1996, 56, 66–77. [CrossRef]
    • (1996) Remote Sens. Environ. , vol.56 , pp. 66-77
    • Collins, J.B.1    Woodcock, C.E.2
  • 8
    • 84901494602 scopus 로고    scopus 로고
    • Water feature extraction and change detection using multitemporal Landsat imagery
    • Rokni, K.; Ahmad, A.; Selamat, A.; Hazini, S. Water feature extraction and change detection using multitemporal Landsat imagery. Remote Sens. 2014, 6, 4173–4189. [CrossRef]
    • (2014) Remote Sens , vol.6 , pp. 4173-4189
    • Rokni, K.1    Ahmad, A.2    Selamat, A.3    Hazini, S.4
  • 9
    • 84998886362 scopus 로고    scopus 로고
    • Wetland landscape spatio-temporal degradation dynamics using the new Google Earth Engine cloud-based platform: Opportunities for non-specialists in remote sensing
    • Alonso, A.; Munoz-Carpena, R.; Kennedy, R.E.; Murcia, C. Wetland landscape spatio-temporal degradation dynamics using the new Google Earth Engine cloud-based platform: Opportunities for non-specialists in remote sensing. Trans. ASABE 2016, 59, 1333–1344.
    • (2016) Trans. ASABE , vol.59 , pp. 1333-1344
    • Alonso, A.1    Munoz-Carpena, R.2    Kennedy, R.E.3    Murcia, C.4
  • 10
    • 0034127960 scopus 로고    scopus 로고
    • Wetland change detection on the Kafue Flats, Zambia, by classification of a multitemporal remote sensing image dataset
    • Munyati, C. Wetland change detection on the Kafue Flats, Zambia, by classification of a multitemporal remote sensing image dataset. Int. J. Remote Sens. 2000, 21, 1787–1806. [CrossRef]
    • (2000) Int. J. Remote Sens. , vol.21 , pp. 1787-1806
    • Munyati, C.1
  • 11
    • 52649153127 scopus 로고    scopus 로고
    • Modelling spatial-temporal change of Poyang lake using multitemporal Landsat imagery
    • Hui, F.M.; Xu, B.; Huang, H.B.; Yu, Q.; Gong, P. Modelling spatial-temporal change of Poyang lake using multitemporal Landsat imagery. Int. J. Remote Sens. 2008, 29, 5767–5784. [CrossRef]
    • (2008) Int. J. Remote Sens. , vol.29 , pp. 5767-5784
    • Hui, F.M.1    Xu, B.2    Huang, H.B.3    Yu, Q.4    Gong, P.5
  • 12
    • 85019930085 scopus 로고    scopus 로고
    • Exploring Google earth engine platform for Big Data Processing: Classification of multi-temporal satellite imagery for crop mapping
    • Shelestov, A.; Lavreniuk, M.; Kussul, N.; Novikov, A.; Skakun, S. Exploring Google earth engine platform for Big Data Processing: Classification of multi-temporal satellite imagery for crop mapping. Front. Earth Sci. 2017, 5, 17. [CrossRef]
    • (2017) Front. Earth Sci , vol.5 , pp. 17
    • Shelestov, A.1    Lavreniuk, M.2    Kussul, N.3    Novikov, A.4    Skakun, S.5
  • 13
    • 84961219003 scopus 로고    scopus 로고
    • Mapping paddy rice planting area in northeastern Asia with Landsat 8 images, phenology-based algorithm and Google Earth Engine
    • Dong, J.W.; Xiao, X.M.; Menarguez, M.A.; Zhang, G.L.; Qin, Y.W.; Thau, D.; Biradar, C.; Moore, B. Mapping paddy rice planting area in northeastern Asia with Landsat 8 images, phenology-based algorithm and Google Earth Engine. Remote Sens. Environ. 2016, 185, 142–154. [CrossRef] [PubMed]
    • (2016) Remote Sens. Environ. , vol.185 , pp. 142-154
    • Dong, J.W.1    Xiao, X.M.2    Menarguez, M.A.3    Zhang, G.L.4    Qin, Y.W.5    Thau, D.6    Biradar, C.7    Moore, B.8
  • 14
    • 85058391874 scopus 로고    scopus 로고
    • A novel algorithm for calculating transition potential in cellular automata models of land-use/cover change
    • Roodposhti, M.S.; Aryal, J.; Bryan, B.A. A novel algorithm for calculating transition potential in cellular automata models of land-use/cover change. Environ. Modell. Softw. 2018, in press. [CrossRef]
    • (2018) Environ. Modell. Softw.
    • Roodposhti, M.S.1    Aryal, J.2    Bryan, B.A.3
  • 15
    • 84929833303 scopus 로고    scopus 로고
    • A relative density ratio-based framework for detection of land cover changes in MODIS NDVI time series
    • Anees, A.; Aryal, J.; O’Reilly, M.M.; Gale, T.J. A relative density ratio-based framework for detection of land cover changes in MODIS NDVI time series. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 2016, 9, 3359–3371. [CrossRef]
    • (2016) IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. , vol.9 , pp. 3359-3371
    • Anees, A.1    Aryal, J.2    O’Reilly, M.M.3    Gale, T.J.4
  • 16
    • 16444375723 scopus 로고    scopus 로고
    • Use of the Bradley-Terry model to quantify association in remotely sensed images
    • Stein, A.; Aryal, J.; Gort, G. Use of the Bradley-Terry model to quantify association in remotely sensed images. IEEE Trans. Geosci. Remote Sens. 2005, 43, 852–856. [CrossRef]
    • (2005) IEEE Trans. Geosci. Remote Sens. , vol.43 , pp. 852-856
    • Stein, A.1    Aryal, J.2    Gort, G.3
  • 17
    • 0036543746 scopus 로고    scopus 로고
    • An adaptive semiparametric and context-based approach to unsupervised change detection in multitemporal remote-sensing images
    • Bruzzone, L.; Prieto, D.F. An adaptive semiparametric and context-based approach to unsupervised change detection in multitemporal remote-sensing images. IEEE Trans. Image Process. 2002, 11, 452–466. [CrossRef]
    • (2002) IEEE Trans. Image Process. , vol.11 , pp. 452-466
    • Bruzzone, L.1    Prieto, D.F.2
  • 18
    • 0019229529 scopus 로고
    • Monitoring land-cover change by principal component analysis of multitemporal Landsat data
    • Byrne, G.F.; Crapper, P.F.; Mayo, K.K. Monitoring land-cover change by principal component analysis of multitemporal Landsat data. Remote Sens. Environ. 1980, 10, 175–184. [CrossRef]
    • (1980) Remote Sens. Environ. , vol.10 , pp. 175-184
    • Byrne, G.F.1    Crapper, P.F.2    Mayo, K.K.3
  • 19
    • 84931271975 scopus 로고    scopus 로고
    • A 30-year (1984–2013) record of annual urban dynamics of Beijing city derived from Landsat data
    • Li, X.; Gong, P.; Liang, L. A 30-year (1984–2013) record of annual urban dynamics of Beijing city derived from Landsat data. Remote Sens. Environ. 2015, 166, 78–90. [CrossRef]
    • (2015) Remote Sens. Environ , vol.166 , pp. 78-90
    • Li, X.1    Gong, P.2    Liang, L.3
  • 20
    • 79951779810 scopus 로고    scopus 로고
    • LUCC and landscape pattern variation of wetlands in warm-rainy Southern China over two decades
    • Song, K.Y.; Zhao, J.Y.; Ouyang, W.; Zhang, X.; Hao, F.H. LUCC and landscape pattern variation of wetlands in warm-rainy Southern China over two decades. Procedia Environ. Sci. 2010, 2, 1296–1306. [CrossRef]
    • (2010) Procedia Environ. Sci. , vol.2 , pp. 1296-1306
    • Song, K.Y.1    Zhao, J.Y.2    Ouyang, W.3    Zhang, X.4    Hao, F.H.5
  • 22
    • 84943598001 scopus 로고    scopus 로고
    • Measures of spatio-temporal accuracy for time series land cover data
    • Tsutsumida, N.; Comber, A.J. Measures of spatio-temporal accuracy for time series land cover data. Int. J. Appl. Earth Obs. Geoinf. 2015, 41, 46–55. [CrossRef]
    • (2015) Int. J. Appl. Earth Obs. Geoinf. , vol.41 , pp. 46-55
    • Tsutsumida, N.1    Comber, A.J.2
  • 23
    • 37549032517 scopus 로고    scopus 로고
    • Analysis of land-cover/use change dynamics in Manica Province in Mozambique in a period of transition (1990–2004)
    • Jansen, L.J.M.; Bagnoli, M.; Focacci, M. Analysis of land-cover/use change dynamics in Manica Province in Mozambique in a period of transition (1990–2004). For. Ecol Manag. 2008, 254, 308–326. [CrossRef]
    • (2008) For. Ecol Manag , vol.254 , pp. 308-326
    • Jansen, L.J.M.1    Bagnoli, M.2    Focacci, M.3
  • 24
    • 40949084456 scopus 로고    scopus 로고
    • Quantification of impervious surface in the Snohomish water resources inventory area of western Washington from 1972–2006
    • 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 1972–2006. Remote Sens. Environ. 2008, 112, 1895–1908. [CrossRef]
    • (2008) Remote Sens. Environ. , vol.112 , pp. 1895-1908
    • Powell, S.L.1    Cohen, W.B.2    Yang, Z.3    Pierce, J.D.4    Alberti, M.5
  • 25
    • 84862264807 scopus 로고    scopus 로고
    • Exurban development derived from Landsat from 1986 to 2009 surrounding the district of Columbia, USA
    • Suarez-Rubio, M.; Lookingbill, T.R.; Elmore, A.J. Exurban development derived from Landsat from 1986 to 2009 surrounding the district of Columbia, USA. Remote Sens. Environ. 2012, 124, 360–370. [CrossRef]
    • (2012) Remote Sens. Environ , vol.124 , pp. 360-370
    • Suarez-Rubio, M.1    Lookingbill, T.R.2    Elmore, A.J.3
  • 26
    • 84869865583 scopus 로고    scopus 로고
    • Urban growth of the Washington, DC–Baltimore, MD metropolitan region from 1984 to 2010 by annual, Landsat-based 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, DC–Baltimore, MD metropolitan region from 1984 to 2010 by annual, Landsat-based estimates of impervious cover. Remote Sens. Environ. 2013, 129, 42–53. [CrossRef]
    • (2013) Remote Sens. Environ , 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
  • 27
    • 84952783724 scopus 로고    scopus 로고
    • Characterizing the magnitude, timing and duration of urban growth from time series of Landsat-based estimates of impervious cover
    • Song, X.-P.; Sexton, J.O.; Huang, C.; Channan, S.; Townshend, J.R. Characterizing the magnitude, timing and duration of urban growth from time series of Landsat-based estimates of impervious cover. Remote Sens. Environ. 2016, 175, 1–13. [CrossRef]
    • (2016) Remote Sens. Environ. , vol.175 , pp. 1-13
    • Song, X.-P.1    Sexton, J.O.2    Huang, C.3    Channan, S.4    Townshend, J.R.5
  • 28
    • 84902969401 scopus 로고    scopus 로고
    • Seasonal effects of impervious surface estimation in subtropical monsoon regions
    • Zhang, H.S.; Zhang, Y.Z.; Lin, H. Seasonal effects of impervious surface estimation in subtropical monsoon regions. Int. J. Digit. Earth 2014, 7, 746–760. [CrossRef]
    • (2014) Int. J. Digit. Earth , vol.7 , pp. 746-760
    • Zhang, H.S.1    Zhang, Y.Z.2    Lin, H.3
  • 29
    • 84954466401 scopus 로고    scopus 로고
    • Annual dynamics of impervious surface in the Pearl River Delta, China, from 1988 to 2013, using time series Landsat imagery
    • Zhang, L.; Weng, Q.H. Annual dynamics of impervious surface in the Pearl River Delta, China, from 1988 to 2013, using time series Landsat imagery. ISPRS J. Photogramm. Remote Sens. 2016, 113, 86–96. [CrossRef]
    • (2016) ISPRS J. Photogramm. Remote Sens. , vol.113 , pp. 86-96
    • Zhang, L.1    Weng, Q.H.2
  • 30
    • 70449360423 scopus 로고    scopus 로고
    • Estimating impervious surfaces using linear spectral mixture analysis with multitemporal ASTER images
    • Weng, Q.H.; Hu, X.F.; Liu, H. Estimating impervious surfaces using linear spectral mixture analysis with multitemporal ASTER images. Int. J. Remote Sens. 2009, 30, 4807–4830. [CrossRef]
    • (2009) Int. J. Remote Sens. , vol.30 , pp. 4807-4830
    • Weng, Q.H.1    Hu, X.F.2    Liu, H.3
  • 31
    • 36749079080 scopus 로고    scopus 로고
    • Seasonal sensitivity analysis of impervious surface estimation with satellite imagery. Photogramm
    • Wu, C.S.; Yuan, F. Seasonal sensitivity analysis of impervious surface estimation with satellite imagery. Photogramm. Eng. Remote Sens. 2007, 73, 1393–1401. [CrossRef]
    • (2007) Eng. Remote Sens , vol.73 , pp. 1393-1401
    • Wu, C.S.1    Yuan, F.2
  • 32
    • 85044280361 scopus 로고    scopus 로고
    • Annual dynamics of impervious surfaces at city level of Pearl River Delta metropolitan
    • Xu, R.; Zhang, H.; Lin, H. Annual dynamics of impervious surfaces at city level of Pearl River Delta metropolitan. Int. J. Remote Sens. 2018, 39, 3537–3555. [CrossRef]
    • (2018) Int. J. Remote Sens. , vol.39 , pp. 3537-3555
    • Xu, R.1    Zhang, H.2    Lin, H.3
  • 33
    • 84929317289 scopus 로고    scopus 로고
    • Land surface phenology along urban to rural gradients in the US Great Plains
    • Walker, J.J.; de Beurs, K.M.; Henebry, G.M. Land surface phenology along urban to rural gradients in the US Great Plains. Remote Sens. Environ. 2015, 165, 42–52. [CrossRef]
    • (2015) Remote Sens. Environ. , vol.165 , pp. 42-52
    • Walker, J.J.1    de Beurs, K.M.2    Henebry, G.M.3
  • 35
    • 84898547335 scopus 로고    scopus 로고
    • Multi-city sustainable regional urban growth simulation-MSRUGS: A case study along the mid-section of Silk Road of China
    • Xie, Y.C.; Fan, S.Y. Multi-city sustainable regional urban growth simulation-MSRUGS: A case study along the mid-section of Silk Road of China. Stoch. Environ. Res. Risk Assess. 2014, 28, 829–841. [CrossRef]
    • (2014) Stoch. Environ. Res. Risk Assess. , vol.28 , pp. 829-841
    • Xie, Y.C.1    Fan, S.Y.2
  • 36
    • 84886515281 scopus 로고    scopus 로고
    • Assessing and comparing relationships between urban environmental stewardship networks and land cover in Baltimore and Seattle
    • Romolini, M.; Grove, J.M.; Locke, D.H. Assessing and comparing relationships between urban environmental stewardship networks and land cover in Baltimore and Seattle. Landsc. Urban Plan. 2013, 120, 190–207. [CrossRef]
    • (2013) Landsc. Urban Plan. , vol.120 , pp. 190-207
    • Romolini, M.1    Grove, J.M.2    Locke, D.H.3
  • 37
    • 25844497537 scopus 로고    scopus 로고
    • Land cover classification and change analysis of the Twin Cities (Minnesota) Metropolitan Area by multitemporal Landsat remote sensing
    • Yuan, F.; Sawaya, K.E.; Loeffelholz, B.C.; Bauer, M.E. Land cover classification and change analysis of the Twin Cities (Minnesota) Metropolitan Area by multitemporal Landsat remote sensing. Remote Sens. Environ. 2005, 98, 317–328. [CrossRef]
    • (2005) Remote Sens. Environ. , vol.98 , pp. 317-328
    • Yuan, F.1    Sawaya, K.E.2    Loeffelholz, B.C.3    Bauer, M.E.4
  • 38
    • 34249902104 scopus 로고    scopus 로고
    • Multi-temporal Landsat image classification and change analysis of land cover in the Twin Cities (Minnesota) Metropolitan area
    • World Scientific: London, UK
    • Bauer, M.E.; Yuan, F.; Sawaya, K.E. Multi-temporal Landsat image classification and change analysis of land cover in the Twin Cities (Minnesota) Metropolitan area. In Analysis of Multi-Temporal Remote Sensing Images; World Scientific: London, UK, 2004; pp. 368–375.
    • (2004) Analysis of Multi-Temporal Remote Sensing Images , pp. 368-375
    • Bauer, M.E.1    Yuan, F.2    Sawaya, K.E.3
  • 39
    • 33745866181 scopus 로고    scopus 로고
    • World map of the Köppen-Geiger climate classification updated
    • Kottek, M.; Grieser, J.; Beck, C.; Rudolf, B.; Rubel, F. World map of the Köppen-Geiger climate classification updated. Meteorol. Musikz. 2006, 15, 259–263. [CrossRef]
    • (2006) Meteorol. Musikz. , vol.15 , pp. 259-263
    • Kottek, M.1    Grieser, J.2    Beck, C.3    Rudolf, B.4    Rubel, F.5
  • 40
    • 84945205287 scopus 로고    scopus 로고
    • Water governance and the quality of water services in the city of Melbourne
    • Van Leeuwen, C.J. Water governance and the quality of water services in the city of Melbourne. Urban Water J. 2017, 14, 247–254. [CrossRef]
    • (2017) Urban Water J , vol.14 , pp. 247-254
    • van Leeuwen, C.J.1
  • 41
    • 77952671107 scopus 로고    scopus 로고
    • Concentration and the formation of multi-port gateway regions in the European container port system: An update
    • Notteboom, T.E. Concentration and the formation of multi-port gateway regions in the European container port system: An update. J. Transp. Geogr. 2010, 18, 567–583. [CrossRef]
    • (2010) J. Transp. Geogr. , vol.18 , pp. 567-583
    • Notteboom, T.E.1
  • 44
    • 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? Remote Sens. Environ. 2001, 75, 230–244. [CrossRef]
    • (2001) Remote Sens. Environ , vol.75 , pp. 230-244
    • Song, C.1    Woodcock, C.E.2    Seto, K.C.3    Lenney, M.P.4    Macomber, S.A.5
  • 45
    • 0025452126 scopus 로고
    • Classification accuracy for the MOS-1 MESSR data before and after the atmospheric correction
    • Kawata, Y.; Ohtani, A.; Kusaka, T.; Ueno, S. Classification accuracy for the MOS-1 MESSR data before and after the atmospheric correction. IEEE Trans. Geosci. Remote Sens. 1990, 28, 755–760. [CrossRef]
    • (1990) IEEE Trans. Geosci. Remote Sens. , vol.28 , pp. 755-760
    • Kawata, Y.1    Ohtani, A.2    Kusaka, T.3    Ueno, S.4
  • 46
    • 0021644187 scopus 로고
    • Derivation of atmospheric correction procedures for Landsat MSS with particular reference to urban data
    • Forster, B.C. Derivation of atmospheric correction procedures for Landsat MSS with particular reference to urban data. Int. J. Remote Sens. 1984, 5, 799–817. [CrossRef]
    • (1984) Int. J. Remote Sens. , vol.5 , pp. 799-817
    • Forster, B.C.1
  • 47
    • 0017597564 scopus 로고
    • The effect of the atmosphere on the classification of satellite observations to identify surface features
    • Fraser, R.S.; Bahethi, O.P.; Al-Abbas, A.H. The effect of the atmosphere on the classification of satellite observations to identify surface features. Remote Sens. Environ. 1977, 6, 229–249. [CrossRef]
    • (1977) Remote Sens. Environ. , vol.6 , pp. 229-249
    • Fraser, R.S.1    Bahethi, O.P.2    Al-Abbas, A.H.3
  • 48
    • 0029769688 scopus 로고    scopus 로고
    • Identifying terrestrial carbon sinks: Classification of successional stages in regenerating tropical forest from Landsat TM data
    • Foody, G.M.; Palubinskas, G.; Lucas, R.M.; Curran, P.J.; Honzak, M. Identifying terrestrial carbon sinks: Classification of successional stages in regenerating tropical forest from Landsat TM data. Remote Sens. Environ. 1996, 55, 205–216. [CrossRef]
    • (1996) Remote Sens. Environ. , vol.55 , pp. 205-216
    • Foody, G.M.1    Palubinskas, G.2    Lucas, R.M.3    Curran, P.J.4    Honzak, M.5
  • 49
    • 0024855524 scopus 로고
    • Digital change detection techniques using remotely-sensed data
    • Singh, A. Digital change detection techniques using remotely-sensed data. Int. J. Remote Sens. 1989, 10, 989–1003. [CrossRef]
    • (1989) Int. J. Remote Sens. , vol.10 , pp. 989-1003
    • Singh, A.1
  • 50
    • 84928096344 scopus 로고    scopus 로고
    • Expansion and growth in Chinese cities, 1978–2010
    • Schneider, A.; Mertes, C.M. Expansion and growth in Chinese cities, 1978–2010. Environ. Res. Lett. 2014, 9, 024008. [CrossRef]
    • (2014) Environ. Res. Lett. , vol.9
    • Schneider, A.1    Mertes, C.M.2
  • 51
    • 84872359932 scopus 로고    scopus 로고
    • Finer resolution observation and monitoring of global land cover: First mapping results with Landsat TM and ETM+ data
    • Gong, P.; Wang, J.; Yu, L.; Zhao, Y.C.; Zhao, Y.Y.; Liang, L.; Niu, Z.G.; Huang, X.M.; Fu, H.H.; Liu, S.; et al. Finer resolution observation and monitoring of global land cover: First mapping results with Landsat TM and ETM+ data. Int. J. Remote Sens. 2013, 34, 2607–2654. [CrossRef]
    • (2013) Int. J. Remote Sens. , vol.34 , pp. 2607-2654
    • Gong, P.1    Wang, J.2    Yu, L.3    Zhao, Y.C.4    Zhao, Y.Y.5    Liang, L.6    Niu, Z.G.7    Huang, X.M.8    Fu, H.H.9    Liu, S.10
  • 52
    • 84864044765 scopus 로고    scopus 로고
    • Monitoring land cover change in urban and pen-urban areas using dense time stacks of Landsat satellite data and a data mining approach
    • Schneider, A. Monitoring land cover change in urban and pen-urban areas using dense time stacks of Landsat satellite data and a data mining approach. Remote Sens. Environ. 2012, 124, 689–704. [CrossRef]
    • (2012) Remote Sens. Environ , vol.124 , pp. 689-704
    • Schneider, A.1
  • 53
    • 84882993219 scopus 로고    scopus 로고
    • Estimating deforestation in tropical humid and dry forests in Madagascar from 2000 to 2010 using multi-date Landsat satellite images and the random forests classifier
    • Grinand, C.; Rakotomalala, F.; Gond, V.; Vaudry, R.; Bernoux, M.; Vieilledent, G. Estimating deforestation in tropical humid and dry forests in Madagascar from 2000 to 2010 using multi-date Landsat satellite images and the random forests classifier. Remote Sens. Environ. 2013, 139, 68–80. [CrossRef]
    • (2013) Remote Sens. Environ. , vol.139 , pp. 68-80
    • Grinand, C.1    Rakotomalala, F.2    Gond, V.3    Vaudry, R.4    Bernoux, M.5    Vieilledent, G.6
  • 55
    • 84867586685 scopus 로고    scopus 로고
    • Feature extraction for high-resolution imagery based on human visual perception
    • Zhang, H.S.; Lin, H.; Li, Y.; Zhang, Y.Z. Feature extraction for high-resolution imagery based on human visual perception. Int. J. Remote Sens. 2013, 34, 1146–1163. [CrossRef]
    • (2013) Int. J. Remote Sens. , vol.34 , pp. 1146-1163
    • Zhang, H.S.1    Lin, H.2    Li, Y.3    Zhang, Y.Z.4
  • 58
    • 84875614719 scopus 로고    scopus 로고
    • Identification of land cover/land use changes in the greater area of the Preveza peninsula in Greece using Landsat satellite data
    • Kolios, S.; Stylios, C.D. Identification of land cover/land use changes in the greater area of the Preveza peninsula in Greece using Landsat satellite data. Appl. Geogr. 2013, 40, 150–160. [CrossRef]
    • (2013) Appl. Geogr. , vol.40 , pp. 150-160
    • Kolios, S.1    Stylios, C.D.2
  • 59
    • 84864505267 scopus 로고    scopus 로고
    • A comparison study of impervious surfaces estimation using optical and SAR remote sensing images
    • Zhang, H.S.; Zhang, Y.Z.; Lin, H. A comparison study of impervious surfaces estimation using optical and SAR remote sensing images. Int. J. Appl. Earth Obs. Geoinf. 2012, 18, 148–156. [CrossRef]
    • (2012) Int. J. Appl. Earth Obs. Geoinf. , vol.18 , pp. 148-156
    • Zhang, H.S.1    Zhang, Y.Z.2    Lin, H.3
  • 60
    • 85010703205 scopus 로고    scopus 로고
    • GA-SVM algorithm for improving land-cover classification using SAR and optical remote sensing data
    • Sukawattanavijit, C.; Chen, J.; Zhang, H.S. GA-SVM algorithm for improving land-cover classification using SAR and optical remote sensing data. IEEE Trans. Geosci. Remote Sens. 2017, 14, 284–288. [CrossRef]
    • (2017) IEEE Trans. Geosci. Remote Sens. , vol.14 , pp. 284-288
    • Sukawattanavijit, C.1    Chen, J.2    Zhang, H.S.3
  • 61
    • 84888083985 scopus 로고    scopus 로고
    • Improving the impervious surface estimation with combined use of optical and SAR remote sensing images
    • Zhang, Y.Z.; Zhang, H.S.; Lin, H. Improving the impervious surface estimation with combined use of optical and SAR remote sensing images. Remote Sens. Environ. 2014, 141, 155–167. [CrossRef]
    • (2014) Remote Sens. Environ. , vol.141 , pp. 155-167
    • Zhang, Y.Z.1    Zhang, H.S.2    Lin, H.3
  • 62
  • 63
    • 0020968740 scopus 로고
    • Assessing Landsat classification accuracy using discrete multivariate-analysis statistical techniques. Photogramm
    • Congalton, R.G.; Oderwald, R.G.; Mead, R.A. Assessing Landsat classification accuracy using discrete multivariate-analysis statistical techniques. Photogramm. Eng. Remote Sens. 1983, 49, 1671–1678.
    • (1983) Eng. Remote Sens , vol.49 , pp. 1671-1678
    • Congalton, R.G.1    Oderwald, R.G.2    Mead, R.A.3
  • 64
    • 79956324768 scopus 로고    scopus 로고
    • Death to kappa: Birth of quantity disagreement and allocation disagreement for accuracy assessment
    • Pontius, R.G.; Millones, M. Death to kappa: Birth of quantity disagreement and allocation disagreement for accuracy assessment. Int. J. Remote Sens. 2011, 32, 4407–4429. [CrossRef]
    • (2011) Int. J. Remote Sens. , vol.32 , pp. 4407-4429
    • Pontius, R.G.1    Millones, M.2
  • 65
    • 84880801147 scopus 로고    scopus 로고
    • Nonlinear profile monitoring of reflow process data based on the sum of sine functions
    • Fan, S.K.S.; Chang, Y.J.; Aidara, N. Nonlinear profile monitoring of reflow process data based on the sum of sine functions. Qual. Reliab. Eng. Int. 2013, 29, 743–758. [CrossRef]
    • (2013) Qual. Reliab. Eng. Int. , vol.29 , pp. 743-758
    • Fan, S.K.S.1    Chang, Y.J.2    Aidara, N.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.