메뉴 건너뛰기




Volumn 8, Issue 11, 2016, Pages

Mapping distinct forest types improves overall forest identification based on multi-spectral landsat imagery for Myanmar'S Tanintharyi Region

Author keywords

Forest classification; Forest types; Landsat 8 OLI; Mangrove; Remote sensing; Satellite imagery; Tropical forest; Wildlife habitat

Indexed keywords

DECISION TREES; ECOSYSTEMS; GAUSSIAN DISTRIBUTION; IMAGE ENHANCEMENT; LAND USE; LANDFORMS; PHOTOMAPPING; REMOTE SENSING; SATELLITE IMAGERY;

EID: 84995378101     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs8110882     Document Type: Article
Times cited : (49)

References (61)
  • 3
    • 84924756782 scopus 로고    scopus 로고
    • Mapping threatened dry deciduous dipterocarp forest in South-east Asia for conservation management
    • Wohlfart, C.; Wegmann, M.; Leimgruber, P. Mapping threatened dry deciduous dipterocarp forest in South-east Asia for conservation management. Trop. Conserv. Sci. 2014, 7, 597-613.
    • (2014) Trop. Conserv. Sci , vol.7 , pp. 597-613
    • Wohlfart, C.1    Wegmann, M.2    Leimgruber, P.3
  • 4
    • 84870675800 scopus 로고    scopus 로고
    • Overcoming limitations with Landsat imagery for mapping of peat swamp forests in Sundaland
    • Wijedasa, L.S.; Sloan, S.; Michelakis, D.G.; Clements, G.R. Overcoming limitations with Landsat imagery for mapping of peat swamp forests in Sundaland. Remote Sens. 2012, 4, 2595-2618.
    • (2012) Remote Sens , vol.4 , pp. 2595-2618
    • Wijedasa, L.S.1    Sloan, S.2    Michelakis, D.G.3    Clements, G.R.4
  • 5
    • 84915808036 scopus 로고    scopus 로고
    • Remote sensing of forest degradation in Southeast Asia-Aiming for a regional view through 5-30 m satellite data
    • Miettinen, J.; Stibig, H.-J.; Achard, F. Remote sensing of forest degradation in Southeast Asia-Aiming for a regional view through 5-30 m satellite data. Glob. Ecol. Conserv. 2014, 2, 24-36.
    • (2014) Glob. Ecol. Conserv , vol.2 , pp. 24-36
    • Miettinen, J.1    Stibig, H.-J.2    Achard, F.3
  • 8
    • 84954516431 scopus 로고    scopus 로고
    • Rates and drivers of mangrove deforestation in Southeast Asia, 2000-2012
    • Richards, D.R.; Friess, D.A. Rates and drivers of mangrove deforestation in Southeast Asia, 2000-2012. Proc. Natl. Acad. Sci. USA 2016, 113, 344-349.
    • (2016) Proc. Natl. Acad. Sci. USA , vol.113 , pp. 344-349
    • Richards, D.R.1    Friess, D.A.2
  • 13
    • 25844499182 scopus 로고    scopus 로고
    • Combining spectral and spatial information to map canopy damage from selective logging and forest fires
    • Souza, C.M., Jr.; Roberts, D.A.; Cochrane, M.A. Combining spectral and spatial information to map canopy damage from selective logging and forest fires. Remote Sens. Environ. 2005, 98, 329-343.
    • (2005) Remote Sens. Environ , vol.98 , pp. 329-343
    • Souza, C.M.1    Roberts, D.A.2    Cochrane, M.A.3
  • 14
    • 84855166725 scopus 로고    scopus 로고
    • Factors affecting deforestation and forest degradation in selectively logged production forest: A case study in Myanmar
    • Mon, M.S.; Mizoue, N.; Htun, N.Z.; Kajisa, T.; Yoshida, S. Factors affecting deforestation and forest degradation in selectively logged production forest: A case study in Myanmar. For. Ecol. Manag. 2012, 267, 190-198.
    • (2012) For. Ecol. Manag , vol.267 , pp. 190-198
    • Mon, M.S.1    Mizoue, N.2    Htun, N.Z.3    Kajisa, T.4    Yoshida, S.5
  • 15
    • 0040141594 scopus 로고    scopus 로고
    • An alternative approach for detecting and monitoring selectively logged forests in the Amazon
    • Souza, C.M., Jr.; Barreto, P. An alternative approach for detecting and monitoring selectively logged forests in the Amazon. Int. J. Remote Sens. 2000, 21, 173-179.
    • (2000) Int. J. Remote Sens , vol.21 , pp. 173-179
    • Souza, C.M.1    Barreto, P.2
  • 16
    • 84959093690 scopus 로고    scopus 로고
    • Understanding spatio-temporal variation of vegetation phenology and rainfall seasonality in the monsoon Southeast Asia
    • Suepa, T.; Qi, J.; Lawawirojwong, S.; Messina, J.P. Understanding spatio-temporal variation of vegetation phenology and rainfall seasonality in the monsoon Southeast Asia. Environ. Res. 2016, 147, 621-629.
    • (2016) Environ. Res , vol.147 , pp. 621-629
    • Suepa, T.1    Qi, J.2    Lawawirojwong, S.3    Messina, J.P.4
  • 17
    • 41249099827 scopus 로고    scopus 로고
    • Using k-nn and discriminant analyses to classify rain forest types in a Landsat TM image over northern Costa Rica
    • Thessler, S.; Sesnie, S.; Ramos Bendaña, Z.S.; Ruokolainen, K.; Tomppo, E.; Finegan, B. Using k-nn and discriminant analyses to classify rain forest types in a Landsat TM image over northern Costa Rica. Remote Sens. Environ. 2008, 112, 2485-2494.
    • (2008) Remote Sens. Environ , vol.112 , pp. 2485-2494
    • Thessler, S.1    Sesnie, S.2    Ramos Bendaña, Z.S.3    Ruokolainen, K.4    Tomppo, E.5    Finegan, B.6
  • 18
    • 77954666931 scopus 로고    scopus 로고
    • The multispectral separability of Costa Rican rainforest types with support vector machines and random forest decision trees
    • Sesnie, S.E.; Finegan, B.; Gessler, P.E.; Thessler, S.; Bendana, Z.R.; Smith, A.M.S. The multispectral separability of Costa Rican rainforest types with support vector machines and random forest decision trees. Int. J. Remote Sens. 2010, 31, 2885-2909.
    • (2010) Int. J. Remote Sens , vol.31 , pp. 2885-2909
    • Sesnie, S.E.1    Finegan, B.2    Gessler, P.E.3    Thessler, S.4    Bendana, Z.R.5    Smith, A.M.S.6
  • 19
    • 22544488424 scopus 로고    scopus 로고
    • Classification of Amazonian primary rain forest vegetation using Landsat ETM+ satellite imagery
    • Salovaara, K.J.; Thessler, S.; Malik, R.N.; Tuomisto, H. Classification of Amazonian primary rain forest vegetation using Landsat ETM+ satellite imagery. Remote Sens. Environ. 2005, 97, 39-51.
    • (2005) Remote Sens. Environ , vol.97 , pp. 39-51
    • Salovaara, K.J.1    Thessler, S.2    Malik, R.N.3    Tuomisto, H.4
  • 20
    • 84930036920 scopus 로고    scopus 로고
    • Mapping species composition of forests and tree plantations in northeastern Costa Rica with an integration of hyperspectral and multitemporal Landsat imagery
    • Fagan, M.E.; DeFries, R.S.; Sesnie, S.E.; Arroyo-Mora, J.P.; Soto, C.; Singh, A.; Townsend, P.A.; Chazdon, R.L. Mapping species composition of forests and tree plantations in northeastern Costa Rica with an integration of hyperspectral and multitemporal Landsat imagery. Remote Sens. 2015, 7, 5660-5696.
    • (2015) Remote Sens , vol.7 , pp. 5660-5696
    • Fagan, M.E.1    DeFries, R.S.2    Sesnie, S.E.3    Arroyo-Mora, J.P.4    Soto, C.5    Singh, A.6    Townsend, P.A.7    Chazdon, R.L.8
  • 21
    • 0037897270 scopus 로고    scopus 로고
    • Tree biodiversity in protected and logged Bornean tropical rain forests and its measurement by satellite remote sensing
    • Foody, G.M.; Cutler, M.E.J. Tree biodiversity in protected and logged Bornean tropical rain forests and its measurement by satellite remote sensing. J. Biogeogr. 2003, 30, 1053-1066.
    • (2003) J. Biogeogr , vol.30 , pp. 1053-1066
    • Foody, G.M.1    Cutler, M.E.J.2
  • 22
    • 85013653323 scopus 로고    scopus 로고
    • Characterizing tropical forests with multispectral imagery
    • Modeling and Mapping; Thenkabail, P.S., Ed.; CRC Press: Boca Raton, FL, USA
    • Helmer, E.H.; Goodwin, N.R.; Gond, V.; Souza, C.M., Jr.; Asner, G.P. Characterizing tropical forests with multispectral imagery. In Land Resources: Monitoring, Modeling and Mapping; Thenkabail, P.S., Ed.; CRC Press: Boca Raton, FL, USA, 2015.
    • (2015) Land Resources: Monitoring
    • Helmer, E.H.1    Goodwin, N.R.2    Gond, V.3    Souza, C.M.4    Asner, G.P.5
  • 23
    • 84896712005 scopus 로고    scopus 로고
    • Deforestation in the Ayeyarwady delta and the conservation implications of an internationally-engaged Myanmar
    • Webb, E.L.; Jachowski, N.R.A.; Phelps, J.; Friess, D.A.; Than, M.M.; Ziegler, A.D. Deforestation in the Ayeyarwady delta and the conservation implications of an internationally-engaged Myanmar. Glob. Environ. Chang. 2014, 24, 321-333.
    • (2014) Glob. Environ. Chang , vol.24 , pp. 321-333
    • Webb, E.L.1    Jachowski, N.R.A.2    Phelps, J.3    Friess, D.A.4    Than, M.M.5    Ziegler, A.D.6
  • 24
    • 0003825199 scopus 로고    scopus 로고
    • FAO: Rome, Italy
    • Food and Agriculture Organization of the United Nations (FAO). Global Forest Resources Assessment; FAO: Rome, Italy, 2015.
    • (2015) Global Forest Resources Assessment
  • 28
  • 29
    • 41149125489 scopus 로고    scopus 로고
    • Deciduousness in a seasonal tropical forest in western Thailand: Interannual and intraspecific variation in timing, duration and environmental cues
    • Williams, L.J.; Bunyavejchewin, S.; Baker, P.J. Deciduousness in a seasonal tropical forest in western Thailand: Interannual and intraspecific variation in timing, duration and environmental cues. Oecologia 2008, 155, 571-582.
    • (2008) Oecologia , vol.155 , pp. 571-582
    • Williams, L.J.1    Bunyavejchewin, S.2    Baker, P.J.3
  • 30
    • 33646161246 scopus 로고    scopus 로고
    • Leaf flushing during the dry season: The paradox of Asian monsoon forests
    • Elliott, S.; Baker, P.J.; Borchert, R. Leaf flushing during the dry season: The paradox of Asian monsoon forests. Glob. Ecol. Biogeogr. 2006, 15, 248-257.
    • (2006) Glob. Ecol. Biogeogr , vol.15 , pp. 248-257
    • Elliott, S.1    Baker, P.J.2    Borchert, R.3
  • 31
    • 84962615718 scopus 로고    scopus 로고
    • Regional mapping of plantation extent using multisensor imagery
    • Torbick, N.; Ledoux, L.; Salas, W.; Zhao, M. Regional mapping of plantation extent using multisensor imagery. Remote Sens. 2016, 8.
    • (2016) Remote Sens , vol.8
    • Torbick, N.1    Ledoux, L.2    Salas, W.3    Zhao, M.4
  • 33
    • 63949083045 scopus 로고    scopus 로고
    • Summary of current radiometric calibration coefficients for Landsat MSS, TM, ETM+, and EO-1 ALI sensors
    • Chander, G.; Markham, B.L.; Helder, D.L. Summary of current radiometric calibration coefficients for Landsat MSS, TM, ETM+, and EO-1 ALI sensors. Remote Sens. Environ. 2009, 113, 893-903.
    • (2009) Remote Sens. Environ , vol.113 , pp. 893-903
    • Chander, G.1    Markham, B.L.2    Helder, D.L.3
  • 34
    • 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. Remote Sens. Environ. 2015, 159, 269-277.
    • (2015) Remote Sens. Environ , vol.159 , pp. 269-277
    • Zhu, Z.1    Wang, S.2    Woodcock, C.E.3
  • 35
    • 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. Remote Sens. Environ. 2012, 118, 83-94.
    • (2012) Remote Sens. Environ , vol.118 , pp. 83-94
    • Zhu, Z.1    Woodcock, C.E.2
  • 36
    • 18844461789 scopus 로고    scopus 로고
    • Assessment of different topographic corrections in Landsat-TM data for mapping vegetation types (2003)
    • Riano, D.; Chuvieco, E.; Salas, J.; Aguado, I. Assessment of different topographic corrections in Landsat-TM data for mapping vegetation types (2003). IEEE Trans. Geosci. Remote Sens. 2003, 41, 1056-1061.
    • (2003) IEEE Trans. Geosci. Remote Sens , vol.41 , pp. 1056-1061
    • Riano, D.1    Chuvieco, E.2    Salas, J.3    Aguado, I.4
  • 37
    • 84947074312 scopus 로고    scopus 로고
    • 6th ed. John Wiley & Sons: Chichester, West Sussex, UK
    • Hunt, R.W.G. The Reproduction of Colour, 6th ed.; John Wiley & Sons: Chichester, West Sussex, UK, 2005.
    • (2005) The Reproduction of Colour
    • Hunt, R.W.G.1
  • 39
    • 0032872025 scopus 로고    scopus 로고
    • GLM versus CCA spatial modeling of plant species distribution
    • Guisan, A.; Weiss, S.B.; Weiss, A.D. GLM versus CCA spatial modeling of plant species distribution. Plant Ecol. 1999, 143, 107-122.
    • (1999) Plant Ecol , vol.143 , pp. 107-122
    • Guisan, A.1    Weiss, S.B.2    Weiss, A.D.3
  • 42
    • 0345040873 scopus 로고    scopus 로고
    • Classification and regression by randomforest
    • Liaw, A.;Wiener, M. Classification and regression by randomforest. R News 2002, 2, 18-22.
    • (2002) R News , vol.2 , pp. 18-22
    • Liaw, A.1    Wiener, M.2
  • 46
    • 58149412516 scopus 로고
    • Weighted kappa: Nominal scale agreement provision for scaled disagreement or partial credit
    • Cohen, J. Weighted kappa: Nominal scale agreement provision for scaled disagreement or partial credit. Psychol. Bull. 1968, 70, 213-220.
    • (1968) Psychol. Bull , vol.70 , pp. 213-220
    • Cohen, J.1
  • 47
    • 0000866729 scopus 로고
    • On the compensation for chance agreement in image classification accuracy assessment
    • Foody, G.M. On the compensation for chance agreement in image classification accuracy assessment. Photogramm. Eng. Remote Sens. 1992, 58, 1459-1460.
    • (1992) Photogramm. Eng. Remote Sens , vol.58 , pp. 1459-1460
    • Foody, G.M.1
  • 48
    • 40349114181 scopus 로고    scopus 로고
    • Harshness in image classification accuracy assessment
    • Foody, G.M. Harshness in image classification accuracy assessment. Int. J. Remote Sens. 2008, 29, 3137-3158.
    • (2008) Int. J. Remote Sens , vol.29 , pp. 3137-3158
    • Foody, G.M.1
  • 49
    • 0032736309 scopus 로고    scopus 로고
    • Accuracy and inaccuracy assessments in land-cover classification
    • Nishii, R.; Tanaka, S. Accuracy and inaccuracy assessments in land-cover classification. IEEE Trans. Geosci. Remote Sens. 1999, 37, 491-498.
    • (1999) IEEE Trans. Geosci. Remote Sens , vol.37 , pp. 491-498
    • Nishii, R.1    Tanaka, S.2
  • 50
    • 84876309901 scopus 로고    scopus 로고
    • Mapping deciduous rubber plantations through integration of PALSAR and multi-temporal Landsat imagery
    • Dong, J.; Xiao, X.; Chen, B.; Torbick, N.; Jin, C.; Zhang, G.; Biradar, C. Mapping deciduous rubber plantations through integration of PALSAR and multi-temporal Landsat imagery. Remote Sens. Environ. 2013, 134, 392-402.
    • (2013) Remote Sens. Environ , vol.134 , pp. 392-402
    • Dong, J.1    Xiao, X.2    Chen, B.3    Torbick, N.4    Jin, C.5    Zhang, G.6    Biradar, C.7
  • 51
    • 79960471441 scopus 로고    scopus 로고
    • Mapping rubber tree growth in mainland Southeast Asia using time-series MODIS 250 m NDVI and statistical data
    • Li, Z.; Fox, J.M. Mapping rubber tree growth in mainland Southeast Asia using time-series MODIS 250 m NDVI and statistical data. Appl. Geogr. 2012, 32, 420-432.
    • (2012) Appl. Geogr , vol.32 , pp. 420-432
    • Li, Z.1    Fox, J.M.2
  • 54
    • 84992184252 scopus 로고    scopus 로고
    • Environmental concerns of deforestation in Myanmar 2001-2010
    • Wang, C.; Myint, S. Environmental concerns of deforestation in Myanmar 2001-2010. Remote Sens. 2016.
    • (2016) Remote Sens
    • Wang, C.1    Myint, S.2
  • 55
    • 63149168050 scopus 로고    scopus 로고
    • Spatial and temporal deforestation dynamics in protected and unprotected dry forests: A case study from Myanmar (Burma)
    • Songer, M.; Myint, A.; Senior, B.; Defries, R.; Leimgruber, P. Spatial and temporal deforestation dynamics in protected and unprotected dry forests: A case study from Myanmar (Burma). Biodivers. Conserv. 2009, 18, 1001-1018.
    • (2009) Biodivers. Conserv , vol.18 , pp. 1001-1018
    • Songer, M.1    Myint, A.2    Senior, B.3    Defries, R.4    Leimgruber, P.5
  • 56
    • 77951119150 scopus 로고    scopus 로고
    • Deforestation and forest degradation as measures of popa mountain park (Myanmar) effectiveness
    • Htun, N.Z.; Mizoue, N.; Kajisa, T.; Yoshida, S. Deforestation and forest degradation as measures of popa mountain park (Myanmar) effectiveness. Environ. Conserv. 2009, 36, 218-224.
    • (2009) Environ. Conserv , vol.36 , pp. 218-224
    • Htun, N.Z.1    Mizoue, N.2    Kajisa, T.3    Yoshida, S.4
  • 57
    • 33847675794 scopus 로고    scopus 로고
    • Land cover in the northern forest complex of Myanmar: New insights for conservation
    • Renner, S.C.; Rappole, J.H.; Leimgruber, P.; Kelly, D.S.; Shwe, N.M.; Aung, T.; Aung, M. Land cover in the northern forest complex of Myanmar: New insights for conservation. Oryx 2007, 41, 27-37.
    • (2007) Oryx , vol.41 , pp. 27-37
    • Renner, S.C.1    Rappole, J.H.2    Leimgruber, P.3    Kelly, D.S.4    Shwe, N.M.5    Aung, T.6    Aung, M.7
  • 58
    • 84949200773 scopus 로고    scopus 로고
    • Assessment of the three factors affecting Myanmar's forest cover change using Landsat and MODIS vegetation continuous fields data
    • Liu, F.-J.; Huang, C.; Pang, Y.; Li, M.; Song, D.-X.; Song, X.-P.; Channan, S.; Sexton, J.O.; Jiang, D.; Zhang, P.; et al. Assessment of the three factors affecting Myanmar's forest cover change using Landsat and MODIS vegetation continuous fields data. Int. J. Digit. Earth 2016, 9, 562-585.
    • (2016) Int. J. Digit. Earth , vol.9 , pp. 562-585
    • Liu, F.-J.1    Huang, C.2    Pang, Y.3    Li, M.4    Song, D.-X.5    Song, X.-P.6    Channan, S.7    Sexton, J.O.8    Jiang, D.9    Zhang, P.10


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.