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2014 | OriginalPaper | Chapter

17. Advances in Remote Sensing of Coastal Wetlands: LiDAR, SAR, and Object-Oriented Case Studies from North Carolina

Author : Thomas R. Allen

Published in: Remote Sensing and Modeling

Publisher: Springer International Publishing

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Abstract

Coastal wetlands provide crucial ecosystem services to society including pollution filtration, fish and wildlife nursery and habitat, storm surge mitigation, and sinks for atmospheric carbon. Uncertainty of wetland responses to sea-level rise is a pervasive concern in coastal science and management. Advances in Light Detection and Ranging (LiDAR), space-borne Synthetic Aperture Radar (SAR), and multi-sensor and object-oriented image analysis techniques are poised to aid the inventorying, monitoring and management of wetlands to an even greater extent. This chapter reviews developments and coastal wetland applications of these state of the art remote sensing data and techniques and evaluates the utility of these products for management of coastal reserves in case studies. Following concise review of the literature on remote sensing technological and image processing advances, case studies from North Carolina coastal wetlands are presented: (1) multidate SAR and LiDAR imagery for regional salt marsh mapping in Cedar Island National Wildlife Refuge, (2) object-based image analysis (OBIA) for transitional marshes and Phragmites australis inventory in Alligator River National Wildlife Refuge, and (3) very fine resolution barrier island mapping using multisensor and multidate imagery and OBIA techniques in the Rachel Carson Coastal Reserve. Drawing upon these developments and case studies, insights for practical applications are evaluated to further even wider application to coastal management.

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Literature
go back to reference Akbar M, Aliabadi S, Patel R, Watts M (2013) A fully automated and integrated multi-scale forecasting scheme for emergency preparedness. Environ Model Software 39:24–38CrossRef Akbar M, Aliabadi S, Patel R, Watts M (2013) A fully automated and integrated multi-scale forecasting scheme for emergency preparedness. Environ Model Software 39:24–38CrossRef
go back to reference Allen TR, Wang Y, Gore B, Swords J, Newcomb D (2011) Coastal Wetland mapping Using Time Series SAR Imagery and LiDAR: Alligator River National Wildlife Refuge, North Carolina. In: Proceedings, Pecora 18 symposium, Herndon, Virginia, 14–17 November Allen TR, Wang Y, Gore B, Swords J, Newcomb D (2011) Coastal Wetland mapping Using Time Series SAR Imagery and LiDAR: Alligator River National Wildlife Refuge, North Carolina. In: Proceedings, Pecora 18 symposium, Herndon, Virginia, 14–17 November
go back to reference Allen YC, Couvillion BR, Barras JA (2012) Using multitemporal remote sensing imagery and inundation measures to improve land change estimates in coastal wetlands. Estuar Coasts 35:190–200CrossRef Allen YC, Couvillion BR, Barras JA (2012) Using multitemporal remote sensing imagery and inundation measures to improve land change estimates in coastal wetlands. Estuar Coasts 35:190–200CrossRef
go back to reference Allen TR, Wang Y, Gore B (2013) Coastal wetland mapping combining multi-date SAR and LiDAR in North Carolina. Geocarto Int 28(7):616–631CrossRef Allen TR, Wang Y, Gore B (2013) Coastal wetland mapping combining multi-date SAR and LiDAR in North Carolina. Geocarto Int 28(7):616–631CrossRef
go back to reference Aplin P, Smith GM (2008) Advances in object-based image classification. Int Arch Photogramm Remote Sens Spat Inf Sci vol XXXVII(B7):725–728, Beijing Aplin P, Smith GM (2008) Advances in object-based image classification. Int Arch Photogramm Remote Sens Spat Inf Sci vol XXXVII(B7):725–728, Beijing
go back to reference Borgeau-Chavez LL, Smith KB, Brunzell SM, Kasischke ES, Romanowicz EA, Richardson CJ (2005) Remote sensing of regional inundation patterns and hydroperiod in the Greater Everglades using synthetic aperture radar. Wetlands 25(1):176–191CrossRef Borgeau-Chavez LL, Smith KB, Brunzell SM, Kasischke ES, Romanowicz EA, Richardson CJ (2005) Remote sensing of regional inundation patterns and hydroperiod in the Greater Everglades using synthetic aperture radar. Wetlands 25(1):176–191CrossRef
go back to reference Carle MV (2011) Estimating wetland losses and gains in coastal North Carolina: 1994–2001. Wetlands 31:1275–1285CrossRef Carle MV (2011) Estimating wetland losses and gains in coastal North Carolina: 1994–2001. Wetlands 31:1275–1285CrossRef
go back to reference Chen Y, Huang C, Ticehurst C, Merrin L, Thew P (2013) An evaluation of MODIS daily and 8-day composite products for floodplain and wetland inundation mapping. Wetlands 33:823–835CrossRef Chen Y, Huang C, Ticehurst C, Merrin L, Thew P (2013) An evaluation of MODIS daily and 8-day composite products for floodplain and wetland inundation mapping. Wetlands 33:823–835CrossRef
go back to reference Coe MT (2000) Modeling terrestrial hydrologic systems at the continental scale: testing the accuracy of an atmospheric GCM. J Climate 13:686–704CrossRef Coe MT (2000) Modeling terrestrial hydrologic systems at the continental scale: testing the accuracy of an atmospheric GCM. J Climate 13:686–704CrossRef
go back to reference Corcoran JM, Knight JF, Gallant AL (2013) Influence of multi-source and multi-temporal remotely sensed and ancillary data on the accuracy of random forest classification of wetlands in Northern Minnesota. Remote Sens 2013(5):3212–3238. doi:10.3390/rs5073212 CrossRef Corcoran JM, Knight JF, Gallant AL (2013) Influence of multi-source and multi-temporal remotely sensed and ancillary data on the accuracy of random forest classification of wetlands in Northern Minnesota. Remote Sens 2013(5):3212–3238. doi:10.​3390/​rs5073212 CrossRef
go back to reference Couvillion BR, Beck H (2013) Marsh collapse thresholds for coastal Louisiana estimated using elevation and vegetation index data. J Coast Res 63:58–67CrossRef Couvillion BR, Beck H (2013) Marsh collapse thresholds for coastal Louisiana estimated using elevation and vegetation index data. J Coast Res 63:58–67CrossRef
go back to reference Couvillion BR, Steyer GD, Wang H, Beck HJ, Rybczyk JM (2013) Forecasting the effects of coastal protection and restoration projects on wetland morphology in coastal Louisiana under multiple environmental uncertainty scenarios. J Coast Res 67:29–50CrossRef Couvillion BR, Steyer GD, Wang H, Beck HJ, Rybczyk JM (2013) Forecasting the effects of coastal protection and restoration projects on wetland morphology in coastal Louisiana under multiple environmental uncertainty scenarios. J Coast Res 67:29–50CrossRef
go back to reference Crist EP, Cicone RC (1984) A physically-based transformation of thematic mapper data – the TM tasseled cap. IEEE Trans Geosci Remote Sens GE-22:256–263CrossRef Crist EP, Cicone RC (1984) A physically-based transformation of thematic mapper data – the TM tasseled cap. IEEE Trans Geosci Remote Sens GE-22:256–263CrossRef
go back to reference Dai L, LIU C (2010) Multiple classifier combination for land cover classification of remote sensing image. In: Proceedings, 2nd International Conference on Information Science and Engineering (ICISE), Beijing, Institute of Geographic Sciences and Natural Resources Research, pp 3835–3839 Dai L, LIU C (2010) Multiple classifier combination for land cover classification of remote sensing image. In: Proceedings, 2nd International Conference on Information Science and Engineering (ICISE), Beijing, Institute of Geographic Sciences and Natural Resources Research, pp 3835–3839
go back to reference Dobson JD, Bright EA (1991) CoastWatch – detecting change in coastal wetlands. Geo Info Syst 1:36–40 Dobson JD, Bright EA (1991) CoastWatch – detecting change in coastal wetlands. Geo Info Syst 1:36–40
go back to reference Dresback KM, Fleming JG, Blanton BO, Kaiser C, Gourley JJ, Tromble EM, Luettich RA Jr, Kolar RL, Hong Y, van Cooten A, Vergara HJ, Flamig ZL, Lander HM, Kelleher KE, Nemunaitis-Monroe KL (2013) Skill assessment of a real-time forecast system utilizing a coupled hydrologic and coastal hydrodynamic model during Hurricane Irene (2011). Cont Shelf Res 71:78–94CrossRef Dresback KM, Fleming JG, Blanton BO, Kaiser C, Gourley JJ, Tromble EM, Luettich RA Jr, Kolar RL, Hong Y, van Cooten A, Vergara HJ, Flamig ZL, Lander HM, Kelleher KE, Nemunaitis-Monroe KL (2013) Skill assessment of a real-time forecast system utilizing a coupled hydrologic and coastal hydrodynamic model during Hurricane Irene (2011). Cont Shelf Res 71:78–94CrossRef
go back to reference Franklin SE (1991) Satellite remote sensing of mountain geomorphic surfaces. Can J Remote Sens 17(3):218–229 Franklin SE (1991) Satellite remote sensing of mountain geomorphic surfaces. Can J Remote Sens 17(3):218–229
go back to reference Hamilton SK, Kellndorfer J, Lehner B, Tobler M (2007) Remote sensing of floodplain geomorphology as a surrogate for biodiversity in a tropical river system (Madre de Dios, Peru). Geomorphology 89:23–38CrossRef Hamilton SK, Kellndorfer J, Lehner B, Tobler M (2007) Remote sensing of floodplain geomorphology as a surrogate for biodiversity in a tropical river system (Madre de Dios, Peru). Geomorphology 89:23–38CrossRef
go back to reference Heumann BW (2011) An object-based classification of mangroves using a hybrid decision tree – support vector machine approach. Remote Sens 3:2440–2460CrossRef Heumann BW (2011) An object-based classification of mangroves using a hybrid decision tree – support vector machine approach. Remote Sens 3:2440–2460CrossRef
go back to reference Hladik C, Alber M (2012) Accuracy assessment and correction of a LIDAR-derived salt marsh digital elevation model. Remote Sens Environ 121:224–235CrossRef Hladik C, Alber M (2012) Accuracy assessment and correction of a LIDAR-derived salt marsh digital elevation model. Remote Sens Environ 121:224–235CrossRef
go back to reference Hofel B, Vetter M, Pfeiffer N, Mandlburger G, Stotter J (2009) Water surface mapping from airborne laser scanning using signal intensity and elevation data. Earth Surf Proc Land 34(12):1635–1649CrossRef Hofel B, Vetter M, Pfeiffer N, Mandlburger G, Stotter J (2009) Water surface mapping from airborne laser scanning using signal intensity and elevation data. Earth Surf Proc Land 34(12):1635–1649CrossRef
go back to reference Hupp CR (1988) Plant ecological aspects of flood geomorphology and paleoflood history. In: Baker VR, Kochel RC, Patton PC (eds) Flood geomorphology. Wiley, New York, pp 335–356 Hupp CR (1988) Plant ecological aspects of flood geomorphology and paleoflood history. In: Baker VR, Kochel RC, Patton PC (eds) Flood geomorphology. Wiley, New York, pp 335–356
go back to reference Jensen JR, Cowen D, Althausen JD, Narumalani S, Weatherbee O (1993) An evaluation of CoastWatch change detection protocol in South Carolina. Photogramm Eng Remote Sens 59(6):1039–1046 Jensen JR, Cowen D, Althausen JD, Narumalani S, Weatherbee O (1993) An evaluation of CoastWatch change detection protocol in South Carolina. Photogramm Eng Remote Sens 59(6):1039–1046
go back to reference Kamal M, Phinn S (2011) Hyperspectral data for mangrove species mapping: a comparison of pixel-based and object-based approach. Remote Sens 3:2222–2242. doi:10.3390/rs3102222 CrossRef Kamal M, Phinn S (2011) Hyperspectral data for mangrove species mapping: a comparison of pixel-based and object-based approach. Remote Sens 3:2222–2242. doi:10.​3390/​rs3102222 CrossRef
go back to reference Kasischke ES, Bourgeau-Chavez LL (1997) Monitoring south Florida wetlands using ERS-1 SAR imagery. Photogramm Eng Remote Sens 33:281–291 Kasischke ES, Bourgeau-Chavez LL (1997) Monitoring south Florida wetlands using ERS-1 SAR imagery. Photogramm Eng Remote Sens 33:281–291
go back to reference Kearney MS, Rogers AS (2010) Forecasting sites of future coastal marsh loss using topographical relationships and logistic regression. Wetlands Ecol Manag 18(4):449–461CrossRef Kearney MS, Rogers AS (2010) Forecasting sites of future coastal marsh loss using topographical relationships and logistic regression. Wetlands Ecol Manag 18(4):449–461CrossRef
go back to reference Kearney MS, Stutzer D, Turpie K, Stevenson JC (2009) The effects of tidal inundation on the reflectance characteristics of coastal marsh vegetation. J Coast Res 25(6):1177–1186CrossRef Kearney MS, Stutzer D, Turpie K, Stevenson JC (2009) The effects of tidal inundation on the reflectance characteristics of coastal marsh vegetation. J Coast Res 25(6):1177–1186CrossRef
go back to reference Kelly M, Tuxen KA (2009) Remote sensing support for tidal wetland vegetation research and management. In: Yang X (ed) Remote sensing and geospatial technologies for coastal ecosystem assessment and management. Lecture notes in geoinformation and cartography. Springer, Heidelberg, pp 341–363CrossRef Kelly M, Tuxen KA (2009) Remote sensing support for tidal wetland vegetation research and management. In: Yang X (ed) Remote sensing and geospatial technologies for coastal ecosystem assessment and management. Lecture notes in geoinformation and cartography. Springer, Heidelberg, pp 341–363CrossRef
go back to reference Kim M, Warner TA, Madden M, Atkinson DS (2011) Multi-scale GEOBIA with very high resolution digital aerial imagery: scale, texture and image objects. Int J Remote Sens 32(10):2825–2850CrossRef Kim M, Warner TA, Madden M, Atkinson DS (2011) Multi-scale GEOBIA with very high resolution digital aerial imagery: scale, texture and image objects. Int J Remote Sens 32(10):2825–2850CrossRef
go back to reference King SD, Green DR (2009) Matching issue to utility: an hierarchical store of remotely sensed imagery for coastal zone management. In: Green DR, King SD (eds) Coastal and marine geo-information systems. Coastal systems and continental margins. Kluwer, Dordrecht, pp 474–486 King SD, Green DR (2009) Matching issue to utility: an hierarchical store of remotely sensed imagery for coastal zone management. In: Green DR, King SD (eds) Coastal and marine geo-information systems. Coastal systems and continental margins. Kluwer, Dordrecht, pp 474–486
go back to reference Klemas V (2009) Sensors and techniques for observing coastal systems. In: Yang X (ed) Remote sensing and geospatial technologies for coastal ecosystem assessment and management. Lecture notes in geoinformation and cartography. Springer, Heidelberg, pp 17–43CrossRef Klemas V (2009) Sensors and techniques for observing coastal systems. In: Yang X (ed) Remote sensing and geospatial technologies for coastal ecosystem assessment and management. Lecture notes in geoinformation and cartography. Springer, Heidelberg, pp 17–43CrossRef
go back to reference Klemas V (2013a) Remote sensing of coastal wetland biomass: an overview. J Coast Res 29(5):1016–1028CrossRef Klemas V (2013a) Remote sensing of coastal wetland biomass: an overview. J Coast Res 29(5):1016–1028CrossRef
go back to reference Klemas V (2013b) Remote sensing of emergent and submerged wetlands: an overview. Int J Remote Sens 34(18):6286–6320CrossRef Klemas V (2013b) Remote sensing of emergent and submerged wetlands: an overview. Int J Remote Sens 34(18):6286–6320CrossRef
go back to reference Klemas VV, Dobson JE, Ferguson RL, Haddad KD (1993) A coastal land cover classification system for the NOAA CoastWatch change analysis project. J Coast Res 9(3):862–872 Klemas VV, Dobson JE, Ferguson RL, Haddad KD (1993) A coastal land cover classification system for the NOAA CoastWatch change analysis project. J Coast Res 9(3):862–872
go back to reference Kushwaha SPS, Dwivedi RS, Rao BRM (2000) Evaluation of various digital image processing techniques for detection of coastal wetlands using ERS-1 SAR data. Int J Remote Sens 21(3):565–579CrossRef Kushwaha SPS, Dwivedi RS, Rao BRM (2000) Evaluation of various digital image processing techniques for detection of coastal wetlands using ERS-1 SAR data. Int J Remote Sens 21(3):565–579CrossRef
go back to reference Lang MW, Kasischke ES, Prince SD, Pittman KW (2008) Assessment of C-band synthetic aperture radar for mapping and monitoring coastal plain forested wetlands in the Mid-Atlantic region, U.S.A. Remote Sens Environ 112:4120–4130CrossRef Lang MW, Kasischke ES, Prince SD, Pittman KW (2008) Assessment of C-band synthetic aperture radar for mapping and monitoring coastal plain forested wetlands in the Mid-Atlantic region, U.S.A. Remote Sens Environ 112:4120–4130CrossRef
go back to reference Lang M, Mccarty G, Oesterling R, Yeo I (2013) Topographic metrics for improved mapping of forested wetlands. Wetlands 33:141–155CrossRef Lang M, Mccarty G, Oesterling R, Yeo I (2013) Topographic metrics for improved mapping of forested wetlands. Wetlands 33:141–155CrossRef
go back to reference Lee Y, Park J, Choi J, Oh Y, Choi J, Oh HY, Won J (2012) Potential uses of TerraSAR-X for mapping herbaceous halophytes over salt marsh and tidal flats. Estuar Coast Shelf Sci 115:366–376CrossRef Lee Y, Park J, Choi J, Oh Y, Choi J, Oh HY, Won J (2012) Potential uses of TerraSAR-X for mapping herbaceous halophytes over salt marsh and tidal flats. Estuar Coast Shelf Sci 115:366–376CrossRef
go back to reference Loveland TR, Merchant JW, Ohlen DO, Brown JF (1991) Development of a land-cover characteristics database for the conterminous U.S. Photogramm Eng Remote Sens 57(11):1453–1463 Loveland TR, Merchant JW, Ohlen DO, Brown JF (1991) Development of a land-cover characteristics database for the conterminous U.S. Photogramm Eng Remote Sens 57(11):1453–1463
go back to reference Lunetta RS, Evlidge CD (eds) (1988) Remote sensing change detection: environmental monitoring methods and applications. Taylor and Francis, London Lunetta RS, Evlidge CD (eds) (1988) Remote sensing change detection: environmental monitoring methods and applications. Taylor and Francis, London
go back to reference Mcleod E, Chmura GL, Bouillon S, Salm R, Bjor M, Duarte CM, Lovelock CF, Schlesinger WH, Silliman BR (2011) A blueprint for blue carbon: toward an improved understanding of the role of vegetated coastal habitats in sequestering CO2. Front Ecol Environ 9(10):552–560. doi:10.1890/110004 CrossRef Mcleod E, Chmura GL, Bouillon S, Salm R, Bjor M, Duarte CM, Lovelock CF, Schlesinger WH, Silliman BR (2011) A blueprint for blue carbon: toward an improved understanding of the role of vegetated coastal habitats in sequestering CO2. Front Ecol Environ 9(10):552–560. doi:10.​1890/​110004 CrossRef
go back to reference Meyerson LA, Saltonstall K, Chambers RM (2009) Phragmites australis in eastern North America: a historical and ecological perspective. In: Silliman BRE, Grosholz M, Bertness D (eds) Salt marshes under global siege. University of California Press, Berkley, pp 57–82 Meyerson LA, Saltonstall K, Chambers RM (2009) Phragmites australis in eastern North America: a historical and ecological perspective. In: Silliman BRE, Grosholz M, Bertness D (eds) Salt marshes under global siege. University of California Press, Berkley, pp 57–82
go back to reference Morris JT, Sundareshwar PV, Nietch CT, Kjerfve B, Cahoon DR (2002) Responses of coastal wetlands to rising sea level. Ecology 83:2869–2877CrossRef Morris JT, Sundareshwar PV, Nietch CT, Kjerfve B, Cahoon DR (2002) Responses of coastal wetlands to rising sea level. Ecology 83:2869–2877CrossRef
go back to reference Pal M, Mather P (2003) An assessment of the effectiveness of decision tree methods for land cover classification. Remote Sens Environ 86:554–565CrossRef Pal M, Mather P (2003) An assessment of the effectiveness of decision tree methods for land cover classification. Remote Sens Environ 86:554–565CrossRef
go back to reference Phinn SR, Roelfsema CM, Mumby PJ (2012) Multi-scale, object-based image analysis for mapping geomorphic and ecological zones on coral reefs. Int J Remote Sens 33(12):3768–3797CrossRef Phinn SR, Roelfsema CM, Mumby PJ (2012) Multi-scale, object-based image analysis for mapping geomorphic and ecological zones on coral reefs. Int J Remote Sens 33(12):3768–3797CrossRef
go back to reference Platt RV, Rapoza L (2008) An evaluation of an object-oriented paradigm for land use/land cover classification. Prof Geogr 60(1):87–100CrossRef Platt RV, Rapoza L (2008) An evaluation of an object-oriented paradigm for land use/land cover classification. Prof Geogr 60(1):87–100CrossRef
go back to reference Pontius RG, Millones M (2011) Death to Kappa: birth of quantity disagreement and allocation disagreement for accuracy assessment. Int J Remote Sens 32(15):4407–4429CrossRef Pontius RG, Millones M (2011) Death to Kappa: birth of quantity disagreement and allocation disagreement for accuracy assessment. Int J Remote Sens 32(15):4407–4429CrossRef
go back to reference Ramsey E III, Rangoonwala A, Suzuoki Y, Jones C (2011) Oil detection in a coastal marsh with polarimetric Synthetic Aperture Radar (SAR). Remote Sens 3(12):2630–2662CrossRef Ramsey E III, Rangoonwala A, Suzuoki Y, Jones C (2011) Oil detection in a coastal marsh with polarimetric Synthetic Aperture Radar (SAR). Remote Sens 3(12):2630–2662CrossRef
go back to reference Ramsey E III, Werle D, Suzuoki Y, Rangoonwala A, Lu Z (2012) Limitations and potential of satellite imagery to monitor environmental response to coastal flooding. J Coast Res 28(2):457–476CrossRef Ramsey E III, Werle D, Suzuoki Y, Rangoonwala A, Lu Z (2012) Limitations and potential of satellite imagery to monitor environmental response to coastal flooding. J Coast Res 28(2):457–476CrossRef
go back to reference Rodrigues SWP, Souza-Filho P (2013) Mapping of environmental sensitivity index to oil spill from Landsat TM images: a study case on the Amazon coastal plain. Rev Bras Geofis 30(4):533–543 Rodrigues SWP, Souza-Filho P (2013) Mapping of environmental sensitivity index to oil spill from Landsat TM images: a study case on the Amazon coastal plain. Rev Bras Geofis 30(4):533–543
go back to reference Rogers AS, Kearney MS (2004) Reducing signature variability in unmixing coastal marsh Thematic Mapper scenes using spectral indices. Int J Remote Sens 25:2317–2335CrossRef Rogers AS, Kearney MS (2004) Reducing signature variability in unmixing coastal marsh Thematic Mapper scenes using spectral indices. Int J Remote Sens 25:2317–2335CrossRef
go back to reference Saltonstall K (2002) Cryptic invasion by a non-native genotype of the common reed, Phragmites australis, into North America. Proc Natl Acad Sci 99(4):2445–2449CrossRef Saltonstall K (2002) Cryptic invasion by a non-native genotype of the common reed, Phragmites australis, into North America. Proc Natl Acad Sci 99(4):2445–2449CrossRef
go back to reference Schmid KA, Hadley BC, Wijekoon N (2011) Vertical accuracy and use of topographic LIDAR data in coastal marshes. J Coast Res 27(6):116–132CrossRef Schmid KA, Hadley BC, Wijekoon N (2011) Vertical accuracy and use of topographic LIDAR data in coastal marshes. J Coast Res 27(6):116–132CrossRef
go back to reference South S, Qi J, Lusch DP (2004) Optimal classification methods for mapping agricultural tillage practices. Remote Sens Environ 91:90–97CrossRef South S, Qi J, Lusch DP (2004) Optimal classification methods for mapping agricultural tillage practices. Remote Sens Environ 91:90–97CrossRef
go back to reference Timm BC, Mcgarigal K (2012) Fine-scale remotely-sensed cover mapping of coastal dune and salt marsh ecosystems at Cape Cod National Seashore using random forests. Remote Sens Environ 127:106–117CrossRef Timm BC, Mcgarigal K (2012) Fine-scale remotely-sensed cover mapping of coastal dune and salt marsh ecosystems at Cape Cod National Seashore using random forests. Remote Sens Environ 127:106–117CrossRef
go back to reference Townsend PA, Walsh SJ (1998) Modeling floodplain inundation using an integrated GIS with radar and optical remote sensing. Geomorphology 21:295–312CrossRef Townsend PA, Walsh SJ (1998) Modeling floodplain inundation using an integrated GIS with radar and optical remote sensing. Geomorphology 21:295–312CrossRef
go back to reference Wang Y (2004) Seasonal change in the extent of inundation on floodplains detected by JERS-1 synthetic aperture radar data. Int J Remote Sens 25(13):2497–2508CrossRef Wang Y (2004) Seasonal change in the extent of inundation on floodplains detected by JERS-1 synthetic aperture radar data. Int J Remote Sens 25(13):2497–2508CrossRef
go back to reference Wang Y, Allen TR (2008) Estuarine shoreline change detection using Japanese ALOS PALSAR HH and JERS-1 L-HH SAR data in the Albemarle-Pamlico Sounds, North Carolina, USA. Int J Remote Sens 29(15):4429–4442CrossRef Wang Y, Allen TR (2008) Estuarine shoreline change detection using Japanese ALOS PALSAR HH and JERS-1 L-HH SAR data in the Albemarle-Pamlico Sounds, North Carolina, USA. Int J Remote Sens 29(15):4429–4442CrossRef
go back to reference Wang Y, Colby JD, Mulcahy KA (2002) An efficient method for mapping flood extent in a coastal floodplain using Landsat TM and DEM data. Int J Remote Sens 23(18):3681–3696CrossRef Wang Y, Colby JD, Mulcahy KA (2002) An efficient method for mapping flood extent in a coastal floodplain using Landsat TM and DEM data. Int J Remote Sens 23(18):3681–3696CrossRef
go back to reference Wang W, Qu JJ, Hao X, Liu Y, Stanturf JA (2010) Post-hurricane forest damage assessment using satellite remote sensing. Agric For Meteorol 150(1):122–132CrossRef Wang W, Qu JJ, Hao X, Liu Y, Stanturf JA (2010) Post-hurricane forest damage assessment using satellite remote sensing. Agric For Meteorol 150(1):122–132CrossRef
go back to reference Yoon J, Shim J (2013) Estimation of storm surge inundation and hazard mapping for the southern coast of Korea. J Coast Res 65:856–861 Yoon J, Shim J (2013) Estimation of storm surge inundation and hazard mapping for the southern coast of Korea. J Coast Res 65:856–861
go back to reference Zhang SP, Wang RQ, Zhang Z (2003) Study on morphological variation of Phragmites australis in the Yellow River downstream wetland. Chin J Plant Ecol 27(1):78–85 Zhang SP, Wang RQ, Zhang Z (2003) Study on morphological variation of Phragmites australis in the Yellow River downstream wetland. Chin J Plant Ecol 27(1):78–85
Metadata
Title
Advances in Remote Sensing of Coastal Wetlands: LiDAR, SAR, and Object-Oriented Case Studies from North Carolina
Author
Thomas R. Allen
Copyright Year
2014
DOI
https://doi.org/10.1007/978-3-319-06326-3_17