메뉴 건너뛰기




Volumn 10, Issue 9, 2018, Pages

Mapping mangrove extent and change: A globally applicable approach

Author keywords

ALOS PALSAR; Change detection; Global change; Machine learning; Mangrove

Indexed keywords

DECISION TREES; LEARNING SYSTEMS; MAPPING; SOIL MOISTURE;

EID: 85053607474     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs10091466     Document Type: Article
Times cited : (79)

References (78)
  • 2
    • 0036159421 scopus 로고    scopus 로고
    • Relevance of mangroves for the production and deposition of organic matter along tropical continental margins
    • Jennerjahn, T.C.; Ittekkot, V. Relevance of mangroves for the production and deposition of organic matter along tropical continental margins. Naturwissenschaften 2002, 89, 23-30
    • (2002) Naturwissenschaften , vol.89 , pp. 23-30
    • Jennerjahn, T.C.1    Ittekkot, V.2
  • 5
    • 85042552563 scopus 로고    scopus 로고
    • Global carbon stocks and potential emissions due to mangrove deforestation from 2000 to 2012
    • Hamilton, S.E.; Friess, D.A. Global carbon stocks and potential emissions due to mangrove deforestation from 2000 to 2012. Nat. Clim. Chang. 2018, 8, 240
    • (2018) Nat. Clim. Chang , vol.8 , pp. 240
    • Hamilton, S.E.1    Friess, D.A.2
  • 7
    • 0025001787 scopus 로고
    • Species composition, community structure and zoogeography of fishes of mangrove estuaries in the Solomon Islands
    • Blaber, S.J.M.; Milton, D.A. Species composition, community structure and zoogeography of fishes of mangrove estuaries in the Solomon Islands. Mar. Biol. 1990, 105, 259-267
    • (1990) Mar. Biol , vol.105 , pp. 259-267
    • Blaber, S.J.M.1    Milton, D.A.2
  • 8
    • 0028183584 scopus 로고
    • Distribution and abundance of grapsid crabs (Grapsidae) in a mangrove estuary: Effects of sediment characteristics, salinity tolerances, and osmoregulatory ability
    • Frusher, S.D.; Giddins, R.L.; Smith, T.J. Distribution and abundance of grapsid crabs (Grapsidae) in a mangrove estuary: Effects of sediment characteristics, salinity tolerances, and osmoregulatory ability. Estuaries 1994, 17, 647-654. doi:10.1007/BF02804642
    • (1994) Estuaries , vol.17 , pp. 647-654
    • Frusher, S.D.1    Giddins, R.L.2    Smith, T.J.3
  • 10
    • 0033916092 scopus 로고    scopus 로고
    • Population status and conservation of Morelet's crocodile, Crocodylus moreletii, in northern Belize
    • Platt, S.G.; Thorbjarnarson, J.B. Population status and conservation of Morelet's crocodile, Crocodylus moreletii, in northern Belize. Biol. Conserv. 2000, 96, 21-29
    • (2000) Biol. Conserv , vol.96 , pp. 21-29
    • Platt, S.G.1    Thorbjarnarson, J.B.2
  • 11
    • 27244441969 scopus 로고    scopus 로고
    • Distribution and habitat of otters (Aonyx capensis and Lutre maculicollis) in souuthern Nigeria
    • Angelici, F.M.; Politano, E.; Bogudue, A.J.; Luiselli, L. Distribution and habitat of otters (Aonyx capensis and Lutre maculicollis) in souuthern Nigeria. Ital. J. Zool. 2005, 72, 223-227
    • (2005) Ital. J. Zool , vol.72 , pp. 223-227
    • Angelici, F.M.1    Politano, E.2    Bogudue, A.J.3    Luiselli, L.4
  • 12
    • 54449089087 scopus 로고    scopus 로고
    • Frequent water drinking by zanzibar red colobus (Procolobus kirkii) in a mangrove forest refuge
    • Nowak, K. Frequent water drinking by zanzibar red colobus (Procolobus kirkii) in a mangrove forest refuge. Am. J. Primatol. 2008, 70, 1081-1092
    • (2008) Am. J. Primatol , vol.70 , pp. 1081-1092
    • Nowak, K.1
  • 14
    • 33750587221 scopus 로고    scopus 로고
    • Biodiversity and its conservation in the Sundarban mangrove ecosystem
    • Gopal, B.; Chauhan, M. Biodiversity and its conservation in the Sundarban mangrove ecosystem. Aquatic Sci. 2006, 68, 338-354
    • (2006) Aquatic Sci , vol.68 , pp. 338-354
    • Gopal, B.1    Chauhan, M.2
  • 15
    • 0002392728 scopus 로고
    • Impact of expected climate change on mangroves
    • Field, C.D. Impact of expected climate change on mangroves. Hydrobiologia 1995, 295, 75-81
    • (1995) Hydrobiologia , vol.295 , pp. 75-81
    • Field, C.D.1
  • 16
    • 0032459796 scopus 로고    scopus 로고
    • Traditional and medicinal uses of mangroves
    • Bandaranayake, W.M. Traditional and medicinal uses of mangroves. Mangroves Salt Marshes 1998, 2, 133-148
    • (1998) Mangroves Salt Marshes , vol.2 , pp. 133-148
    • Bandaranayake, W.M.1
  • 17
    • 82655170824 scopus 로고    scopus 로고
    • Assessing forest products usage and local residents' perception of environmental changes in peri-urban and rural mangroves of Cameroon, Central Africa
    • Nfotabong-Atheull, A.; Din, N.; Koum, L.G.E.; Satyanarayana, B.; Koedam, N.; Dahdouh-Guebas, F. Assessing forest products usage and local residents' perception of environmental changes in peri-urban and rural mangroves of Cameroon, Central Africa. J. Ethnobiol. Ethnomed. 2011, 7, 41-53
    • (2011) J. Ethnobiol. Ethnomed , vol.7 , pp. 41-53
    • Nfotabong-Atheull, A.1    Din, N.2    Koum, L.G.E.3    Satyanarayana, B.4    Koedam, N.5    Dahdouh-Guebas, F.6
  • 18
    • 0031671985 scopus 로고    scopus 로고
    • Different kinds of mangrove forests provide different goods and services AMONG among mangrove forests
    • Ewel, K.C.; Twilley, R.R.; Eong, J.I.N.; Usda, O.N.G.; Service, F. Different kinds of mangrove forests provide different goods and services AMONG among mangrove forests. Glob. Ecol. Biogeogr. Lett. 1998, 7, 83-94
    • (1998) Glob. Ecol. Biogeogr. Lett , vol.7 , pp. 83-94
    • Ewel, K.C.1    Twilley, R.R.2    Eong, J.I.N.3    Usda, O.N.G.4    Service, F.5
  • 19
    • 33846920125 scopus 로고    scopus 로고
    • Are mangroves worth replanting? The direct economic benefits of a community-based reforestation project
    • Walton, M.; Samonte-Tan, G.; Primavera, J.; Edwards-Jones, G.; Le Vay, L. Are mangroves worth replanting? The direct economic benefits of a community-based reforestation project. Environ. Conserv. 2006, 33, 335-343
    • (2006) Environ. Conserv , vol.33 , pp. 335-343
    • Walton, M.1    Samonte-Tan, G.2    Primavera, J.3    Edwards-Jones, G.4    Le Vay, L.5
  • 20
    • 36749081613 scopus 로고    scopus 로고
    • Mangrove forests: Resilience, protection from tsunamis, and responses to global climate change
    • Alongi, D.M. Mangrove forests: Resilience, protection from tsunamis, and responses to global climate change. Estuar. Coast. Shelf Sci. 2008, 76, 1-13
    • (2008) Estuar. Coast. Shelf Sci , vol.76 , pp. 1-13
    • Alongi, D.M.1
  • 23
    • 85027954026 scopus 로고    scopus 로고
    • Valuing the storm protection service of estuarine and coastal ecosystems
    • Barbier, E.B. Valuing the storm protection service of estuarine and coastal ecosystems. Ecosyst. Serv. 2015, 11, 32-38
    • (2015) Ecosyst. Serv , vol.11 , pp. 32-38
    • Barbier, E.B.1
  • 24
    • 48749090436 scopus 로고    scopus 로고
    • Technical Report; Food and Agriculture Organization of the United Nations: Rome, Italy
    • FAO. The world's mangroves 1980-2005; Technical Report; Food and Agriculture Organization of the United Nations: Rome, Italy, 2007
    • (2007) The world's mangroves 1980-2005
  • 25
    • 84961683820 scopus 로고    scopus 로고
    • Creation of a high spatio-temporal resolution global database of continuous mangrove forest cover for the 21st century (CGMFC-21)
    • Hamilton, S.E.; Casey, D. Creation of a high spatio-temporal resolution global database of continuous mangrove forest cover for the 21st century (CGMFC-21). Glob. Ecol. Biogeogr. 2016, 25, 729-738
    • (2016) Glob. Ecol. Biogeogr , vol.25 , pp. 729-738
    • Hamilton, S.E.1    Casey, D.2
  • 26
    • 0036762277 scopus 로고    scopus 로고
    • Present state and future of the world's mangrove forests
    • Alongi, D.M. Present state and future of the world's mangrove forests. Environ. Conserv. 2002, 29, 331-349
    • (2002) Environ. Conserv , vol.29 , pp. 331-349
    • Alongi, D.M.1
  • 27
    • 0034768657 scopus 로고    scopus 로고
    • Mangrove Forests: One of the World's Threatened Major Tropical Environments
    • Valiela, I.; Bowen, J.L.; York, J.K. Mangrove Forests: One of the World's Threatened Major Tropical Environments. BioScience 2001, 51, 807-815
    • (2001) BioScience , vol.51 , pp. 807-815
    • Valiela, I.1    Bowen, J.L.2    York, J.K.3
  • 28
    • 85000833316 scopus 로고    scopus 로고
    • Contributing to Food Security and Nutrition for All FAO: Rome, Italy
    • FAO. The State of World Fisheries and Aquaculture 2016. Contributing to Food Security and Nutrition for All; FAO: Rome, Italy, 2016; 200p
    • (2016) The State of World Fisheries and Aquaculture 2016 , pp. 200
  • 30
    • 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
  • 31
    • 33746190646 scopus 로고    scopus 로고
    • Using mangroves as a geological indicator of coastal changes in the Bragança macrotidal flat, Brazilian Amazon: A remote sensing data approach
    • Souza Filho, P.W.M.; Farias Martins, E.D.S.; da Costa, F.R. Using mangroves as a geological indicator of coastal changes in the Bragança macrotidal flat, Brazilian Amazon: A remote sensing data approach. Ocean Coast. Manag. 2006, 49, 462-475
    • (2006) Ocean Coast. Manag , vol.49 , pp. 462-475
    • Souza Filho, P.W.M.1    Farias Martins, E.D.S.2    da Costa, F.R.3
  • 33
    • 0004232398 scopus 로고    scopus 로고
    • International Society for Mangrove Ecosystems: Okinawa, Japan
    • Spalding, M.; Blasco, F.; Field, C. World Mangrove Atlas; International Society for Mangrove Ecosystems: Okinawa, Japan, 1997
    • (1997) World Mangrove Atlas
    • Spalding, M.1    Blasco, F.2    Field, C.3
  • 35
    • 84902072678 scopus 로고    scopus 로고
    • Variability in mangrove change estimates and implications for the assessment of ecosystem service provision
    • Friess, D.A.;Webb, E.L. Variability in mangrove change estimates and implications for the assessment of ecosystem service provision. Glob. Ecol. Biogeogr. 2014, 23, 715-725
    • (2014) Glob. Ecol. Biogeogr , vol.23 , pp. 715-725
    • Friess, D.A.1    Webb, E.L.2
  • 36
    • 40549089584 scopus 로고    scopus 로고
    • On the reliability of the data of the extent of mangroves: A case study in Mexico
    • Ruiz-Luna, A.; Acosta-Velázquez, J.; Berlanga-Robles, C.A. On the reliability of the data of the extent of mangroves: A case study in Mexico. Ocean Coast. Manag. 2008, 51, 342-351
    • (2008) Ocean Coast. Manag , vol.51 , pp. 342-351
    • Ruiz-Luna, A.1    Acosta-Velázquez, J.2    Berlanga-Robles, C.A.3
  • 37
    • 85050090851 scopus 로고    scopus 로고
    • A comparison of Colombian Pacific mangrove extent estimations: Implications for the conservation of a unique Neotropical tidal forest
    • Mejía-Rentería, J.C.; Castellanos-Galindo, G.A.; Cantera-Kintz, J.R.; Hamilton, S.E. A comparison of Colombian Pacific mangrove extent estimations: Implications for the conservation of a unique Neotropical tidal forest. Estuar. Coast. Shelf Sci. 2018, 212, 233-240
    • (2018) Estuar. Coast. Shelf Sci , vol.212 , pp. 233-240
    • Mejía-Rentería, J.C.1    Castellanos-Galindo, G.A.2    Cantera-Kintz, J.R.3    Hamilton, S.E.4
  • 42
    • 84904466762 scopus 로고    scopus 로고
    • A python-based open source system for geographic object-based image analysis (GEOBIA) utilizing raster attribute tables
    • Clewley, D.; Bunting, P.; Shepherd, J.; Gillingham, S.; Flood, N.; Dymond, J.; Lucas, R.; Armston, J.; Moghaddam, M. A python-based open source system for geographic object-based image analysis (GEOBIA) utilizing raster attribute tables. Remote Sens. 2014, 6, 6111-6135
    • (2014) Remote Sens , vol.6 , pp. 6111-6135
    • Clewley, D.1    Bunting, P.2    Shepherd, J.3    Gillingham, S.4    Flood, N.5    Dymond, J.6    Lucas, R.7    Armston, J.8    Moghaddam, M.9
  • 44
  • 45
    • 85010607016 scopus 로고    scopus 로고
    • Height and biomass of mangroves in Africa from ICESat/GLAS and SRTM
    • Fatoyinbo, T.E.; Simard, M. Height and biomass of mangroves in Africa from ICESat/GLAS and SRTM. Int. J. Remote Sens. 2013, 34, 668-681
    • (2013) Int. J. Remote Sens , vol.34 , pp. 668-681
    • Fatoyinbo, T.E.1    Simard, M.2
  • 46
    • 0018998148 scopus 로고
    • Digital image enhancement and noise filtering by use of local statistics
    • Lee, J.S. Digital image enhancement and noise filtering by use of local statistics. Pattern Anal. Mach. Intell. IEEE Trans. 1980, PAMI-2, 165-168
    • (1980) Pattern Anal. Mach. Intell. IEEE Trans , vol.PAMI2 , pp. 165-168
    • Lee, J.S.1
  • 47
    • 79953222584 scopus 로고    scopus 로고
    • Comparison of pixel-and object-based classification in land cover change mapping
    • Dingle Robertson, L.; King, D.J. Comparison of pixel-and object-based classification in land cover change mapping. Int. J. Remote Sens. 2011, 32, 1505-1529
    • (2011) Int. J. Remote Sens , vol.32 , pp. 1505-1529
    • Dingle Robertson, L.1    King, D.J.2
  • 48
    • 0033707763 scopus 로고    scopus 로고
    • Automatic analysis of the difference image for unsupervised change detection
    • Bruzzone, L.; Prieto, D.F. Automatic analysis of the difference image for unsupervised change detection. Geosci. Remote Sens. IEEE Trans. 2000, 38, 1171-1182
    • (2000) Geosci. Remote Sens. IEEE Trans , vol.38 , pp. 1171-1182
    • Bruzzone, L.1    Prieto, D.F.2
  • 49
    • 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. Image Proc. IEEE Trans. 2002, 11, 452-466
    • (2002) Image Proc. IEEE Trans , vol.11 , pp. 452-466
    • Bruzzone, L.1    Prieto, D.F.2
  • 51
    • 84946650481 scopus 로고
    • Probable Inference, the Law of Succession, and Statistical Inference
    • Wilson, E.B. Probable Inference, the Law of Succession, and Statistical Inference. J. Am. Stat. Assoc. 1927, 22, 209-212
    • (1927) J. Am. Stat. Assoc , vol.22 , pp. 209-212
    • Wilson, E.B.1
  • 52
    • 84871848614 scopus 로고    scopus 로고
    • Detecting large scale conversion of mangroves to aquaculture with change point and mixed-pixel analyses of high-fidelity MODIS data
    • Rahman, A.F.; Dragoni, D.; Didan, K.; Barreto-Munoz, A.; Hutabarat, J.A. Detecting large scale conversion of mangroves to aquaculture with change point and mixed-pixel analyses of high-fidelity MODIS data. Remote Sens. Environ. 2013, 130, 96-107
    • (2013) Remote Sens. Environ , vol.130 , pp. 96-107
    • Rahman, A.F.1    Dragoni, D.2    Didan, K.3    Barreto-Munoz, A.4    Hutabarat, J.A.5
  • 53
    • 84939889269 scopus 로고    scopus 로고
    • An approach to monitoring mangrove extents through time-series comparison of JERS-1 SAR and ALOS PALSAR data
    • Thomas, N.; Lucas, R.; Itoh, T.; Simard, M.; Fatoyinbo, L.; Bunting, P.; Rosenqvist, A. An approach to monitoring mangrove extents through time-series comparison of JERS-1 SAR and ALOS PALSAR data. Wetl. Ecol. Manag. 2015, 23, 3-17
    • (2015) Wetl. Ecol. Manag , vol.23 , pp. 3-17
    • Thomas, N.1    Lucas, R.2    Itoh, T.3    Simard, M.4    Fatoyinbo, L.5    Bunting, P.6    Rosenqvist, A.7
  • 54
    • 0042342460 scopus 로고    scopus 로고
    • High resolution mapping of tropical mangrove ecosystems using hyperspectral and radar remote sensing
    • Held, A.; Ticehurst, C.; Lymburner, L.; Williams, N. High resolution mapping of tropical mangrove ecosystems using hyperspectral and radar remote sensing. Int. J. Remote Sens. 2003, 24, 2739-2759
    • (2003) Int. J. Remote Sens , vol.24 , pp. 2739-2759
    • Held, A.1    Ticehurst, C.2    Lymburner, L.3    Williams, N.4
  • 55
    • 0031710232 scopus 로고    scopus 로고
    • Classifying coastal resources by integrating optical and radar imagery and color infrared photography
    • Ramsey, E.W., III; Nelson, G.A.; Sapkota, S.K. Classifying coastal resources by integrating optical and radar imagery and color infrared photography. Mangroves Salt Marshes 1998, 2, 109-119
    • (1998) Mangroves Salt Marshes , vol.2 , pp. 109-119
    • Ramsey, E.W.1    Nelson, G.A.2    Sapkota, S.K.3
  • 56
    • 85042697098 scopus 로고    scopus 로고
    • Mapping Mangroves Extents on the Red Sea Coastline in Egypt using Polarimetric SAR and High Resolution Optical Remote Sensing Data
    • Abdel-Hamid, A.; Dubovyk, O.; Abou El-Magd, I.; Menz, G. Mapping Mangroves Extents on the Red Sea Coastline in Egypt using Polarimetric SAR and High Resolution Optical Remote Sensing Data. Sustainability 2018, 10, 646
    • (2018) Sustainability , vol.10 , pp. 646
    • Abdel-Hamid, A.1    Dubovyk, O.2    Abou El-Magd, I.3    Menz, G.4
  • 57
    • 85044198388 scopus 로고    scopus 로고
    • Potential of Combining Optical and Dual Polarimetric SAR Data for Improving Mangrove Species Discrimination Using Rotation Forest
    • Zhang, H.; Wang, T.; Liu, M.; Jia, M.; Lin, H.; Chu, L.M.; Devlin, T.A. Potential of Combining Optical and Dual Polarimetric SAR Data for Improving Mangrove Species Discrimination Using Rotation Forest. Remote Sens. 2018, 10, 467
    • (2018) Remote Sens , vol.10 , pp. 467
    • Zhang, H.1    Wang, T.2    Liu, M.3    Jia, M.4    Lin, H.5    Chu, L.M.6    Devlin, T.A.7
  • 58
    • 84904497228 scopus 로고    scopus 로고
    • Integration of Optical and Synthetic Aperture Radar Imagery for Improving Crop Mapping in Northwestern Benin, West Africa
    • Forkuor, G.; Conrad, C.; Thiel, M.; Ullmann, T.; Zoungrana, E. Integration of Optical and Synthetic Aperture Radar Imagery for Improving Crop Mapping in Northwestern Benin, West Africa. Remote Sens. 2014, 6, 6472-6499
    • (2014) Remote Sens , vol.6 , pp. 6472-6499
    • Forkuor, G.1    Conrad, C.2    Thiel, M.3    Ullmann, T.4    Zoungrana, E.5
  • 59
    • 84899769183 scopus 로고    scopus 로고
    • Random forest classification of salt marsh vegetation habitats using quad-polarimetric airborne SAR, elevation and optical RS data
    • Van Beijma, S.; Comber, A.; Lamb, A. Random forest classification of salt marsh vegetation habitats using quad-polarimetric airborne SAR, elevation and optical RS data. Remote Sens. Environ. 2014, 149, 118-129
    • (2014) Remote Sens. Environ , vol.149 , pp. 118-129
    • Van Beijma, S.1    Comber, A.2    Lamb, A.3
  • 60
    • 51449116118 scopus 로고    scopus 로고
    • Landscape-scale extent, height, biomass, and carbon estimation of Mozambique's mangrove forests with Landsat ETM+ and Shuttle Radar Topography Mission elevation data
    • Fatoyinbo, T.E.; Simard, M.; Washington-Allen, R.A.; Shugart, H.H. Landscape-scale extent, height, biomass, and carbon estimation of Mozambique's mangrove forests with Landsat ETM+ and Shuttle Radar Topography Mission elevation data. J. Geophys. Res. Biogeosci. 2008, 113
    • (2008) J. Geophys. Res. Biogeosci , pp. 113
    • Fatoyinbo, T.E.1    Simard, M.2    Washington-Allen, R.A.3    Shugart, H.H.4
  • 62
    • 84873152674 scopus 로고    scopus 로고
    • Advanced land observing satellite phased array type L-Band SAR (ALOS PALSAR) to inform the conservation of mangroves: Sundarbans as a case study
    • Cornforth, W.A.; Fatoyinbo, T.E.; Freemantle, T.P.; Pettorelli, N. Advanced land observing satellite phased array type L-Band SAR (ALOS PALSAR) to inform the conservation of mangroves: Sundarbans as a case study. Remote Sens. 2013, 5, 224-237
    • (2013) Remote Sens , vol.5 , pp. 224-237
    • Cornforth, W.A.1    Fatoyinbo, T.E.2    Freemantle, T.P.3    Pettorelli, N.4
  • 63
    • 84880262812 scopus 로고    scopus 로고
    • Discrimination of mangrove forests and characterization of adjoining land cover classes using temporal C-band Synthetic Aperture Radar data: A case study of Sundarbans
    • Kumar, T.; Patnaik, C. Discrimination of mangrove forests and characterization of adjoining land cover classes using temporal C-band Synthetic Aperture Radar data: A case study of Sundarbans. Int. J. Appl. Earth Obs. Geoinform. 2013, 23, 119-131
    • (2013) Int. J. Appl. Earth Obs. Geoinform , vol.23 , pp. 119-131
    • Kumar, T.1    Patnaik, C.2
  • 66
    • 0035478854 scopus 로고    scopus 로고
    • Random Forests
    • Breiman, L. Random Forests. Mach. Learn. 2001, 45, 5-32
    • (2001) Mach. Learn , vol.45 , pp. 5-32
    • Breiman, L.1
  • 67
    • 0037051907 scopus 로고    scopus 로고
    • Mapping tropical coastal vegetation using JERS-1 and ERS-1 radar data with a decision tree classifier
    • Simard, M.; Grandi, G.D.; Saatchi, S.; Mayaux, P. Mapping tropical coastal vegetation using JERS-1 and ERS-1 radar data with a decision tree classifier. Int. J. Remote Sens. 2002, 23, 1461-1474
    • (2002) Int. J. Remote Sens , vol.23 , pp. 1461-1474
    • Simard, M.1    Grandi, G.D.2    Saatchi, S.3    Mayaux, P.4
  • 68
    • 55949135487 scopus 로고    scopus 로고
    • Monitoring mangrove forest changes using remote sensing and GIS data with decision-tree learning
    • Liu, K.; Li, X.; Shi, X.; Wang, S. Monitoring mangrove forest changes using remote sensing and GIS data with decision-tree learning. Wetlands 2008, 28, 336-346
    • (2008) Wetlands , vol.28 , pp. 336-346
    • Liu, K.1    Li, X.2    Shi, X.3    Wang, S.4
  • 69
    • 84933557290 scopus 로고    scopus 로고
    • Evaluation of ALOS PALSAR data for high-resolution mapping of vegetated wetlands in Alaska
    • Clewley, D.; Whitcomb, J.; Moghaddam, M.; McDonald, K.; Chapman, B.; Bunting, P. Evaluation of ALOS PALSAR data for high-resolution mapping of vegetated wetlands in Alaska. Remote Sens. 2015, 7, 7272-7297
    • (2015) Remote Sens , vol.7 , pp. 7272-7297
    • Clewley, D.1    Whitcomb, J.2    Moghaddam, M.3    McDonald, K.4    Chapman, B.5    Bunting, P.6
  • 70
    • 51249086235 scopus 로고    scopus 로고
    • An object-based method for mapping and change analysis in mangrove ecosystems
    • Conchedda, G.; Durieux, L.; Mayaux, P. An object-based method for mapping and change analysis in mangrove ecosystems. ISPRS J. Photogramm. Remote Sens. 2008, 63, 578-589
    • (2008) ISPRS J. Photogramm. Remote Sens , vol.63 , pp. 578-589
    • Conchedda, G.1    Durieux, L.2    Mayaux, P.3
  • 71
    • 84873723664 scopus 로고    scopus 로고
    • Mapping changes in the largest continuous Amazonian mangrove belt using object-based classification of multisensor satellite imagery
    • Nascimento, W.R.; Souza-Filho, P.W.M.; Proisy, C.; Lucas, R.M.; Rosenqvist, A. Mapping changes in the largest continuous Amazonian mangrove belt using object-based classification of multisensor satellite imagery. Estuar. Coast. Shelf Sci. 2013, 117, 83-93
    • (2013) Estuar. Coast. Shelf Sci , vol.117 , pp. 83-93
    • Nascimento, W.R.1    Souza-Filho, P.W.M.2    Proisy, C.3    Lucas, R.M.4    Rosenqvist, A.5
  • 72
    • 84856762488 scopus 로고    scopus 로고
    • Hyperspectral data for mangrove species mapping: A comparison of pixel-based and object-based approach
    • Kamal, M.; Phinn, S. Hyperspectral data for mangrove species mapping: A comparison of pixel-based and object-based approach. Remote Sens. 2011, 3, 2222-2242
    • (2011) Remote Sens , vol.3 , pp. 2222-2242
    • Kamal, M.1    Phinn, S.2
  • 73
    • 44649110801 scopus 로고    scopus 로고
    • Identifying mangrove species and their surrounding land use and land cover classes using an object-oriented approach with a lacunarity spatial measure
    • Myint, S.W.; Giri, C.P.; Wang, L.; Zhu, Z.; Gillette, S.C. Identifying mangrove species and their surrounding land use and land cover classes using an object-oriented approach with a lacunarity spatial measure. GISci. Remote Sens. 2008, 45, 188-208
    • (2008) GISci. Remote Sens , vol.45 , pp. 188-208
    • Myint, S.W.1    Giri, C.P.2    Wang, L.3    Zhu, Z.4    Gillette, S.C.5
  • 75
    • 1642528357 scopus 로고    scopus 로고
    • Object-based classification of remote sensing data for change detection
    • Walter, V. Object-based classification of remote sensing data for change detection. ISPRS J. Photogramm. Remote Sens. 2004, 58, 225-238
    • (2004) ISPRS J. Photogramm. Remote Sens , vol.58 , pp. 225-238
    • Walter, V.1
  • 77
    • 33847751877 scopus 로고    scopus 로고
    • The regularized iteratively reweighted MAD method for change detection in multi-and hyperspectral data
    • Nielsen, A.A. The regularized iteratively reweighted MAD method for change detection in multi-and hyperspectral data. IEEE Trans. Image Process. 2007, 16, 463-478
    • (2007) IEEE Trans. Image Process , vol.16 , pp. 463-478
    • Nielsen, A.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.