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Volumn 213, Issue , 2018, Pages 61-80

Classification mapping of salt marsh vegetation by flexible monthly NDVI time-series using Landsat imagery

Author keywords

C5.0 decision tree; Classification mapping; Landsat imagery; Long term monitoring; Remote sensing time series; Salt marsh vegetation community

Indexed keywords

ACCURACY ASSESSMENT; ANTHROPOGENIC EFFECT; DECISION ANALYSIS; ENVIRONMENTAL MONITORING; HABITAT LOSS; LANDSAT; LONG-TERM CHANGE; NDVI; PLANT COMMUNITY; REMOTE SENSING; SALTMARSH; SATELLITE IMAGERY; SEA LEVEL CHANGE; TIME SERIES ANALYSIS; VEGETATION CLASSIFICATION; VEGETATION MAPPING;

EID: 85051825961     PISSN: 02727714     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ecss.2018.08.007     Document Type: Article
Times cited : (82)

References (64)
  • 2
    • 85166878038 scopus 로고    scopus 로고
    • Automatic Detection of an Invasive Plant Species on a Barrier Island in the Virginia Coast Reserve Using HYMAP and IKONOS Imagery
    • IEEE IGARSS 2001
    • Bachmann, C.M., Donato, T.F., Dubois, K., Fusina, R.A., Bettenhausen, M., Porter, J.H., Truitt, B.R., Automatic Detection of an Invasive Plant Species on a Barrier Island in the Virginia Coast Reserve Using HYMAP and IKONOS Imagery. 2001 IEEE IGARSS 2001.
    • (2001)
    • Bachmann, C.M.1    Donato, T.F.2    Dubois, K.3    Fusina, R.A.4    Bettenhausen, M.5    Porter, J.H.6    Truitt, B.R.7
  • 3
    • 0032645080 scopus 로고    scopus 로고
    • An empirical comparison of voting classification algorithms: bagging, boosting, and variants
    • Bauer, E., Kohavi, R., An empirical comparison of voting classification algorithms: bagging, boosting, and variants. Mach. Learn. 36 (1999), 105–139.
    • (1999) Mach. Learn. , vol.36 , pp. 105-139
    • Bauer, E.1    Kohavi, R.2
  • 5
    • 0027805641 scopus 로고
    • A functional classification of wetland plants
    • Boutin, C., Keddy, P.A., A functional classification of wetland plants. J. Veg. Sci. 4 (1993), 591–600.
    • (1993) J. Veg. Sci. , vol.4 , pp. 591-600
    • Boutin, C.1    Keddy, P.A.2
  • 6
    • 0032870278 scopus 로고    scopus 로고
    • Expansion of Phragmites australis into tidal wetlands of North America
    • Chambers, R.M., Meyerson, L.A., Saltonstall, K., Expansion of Phragmites australis into tidal wetlands of North America. Aquat. Bot. 64 (1999), 261–273.
    • (1999) Aquat. Bot. , vol.64 , pp. 261-273
    • Chambers, R.M.1    Meyerson, L.A.2    Saltonstall, K.3
  • 7
    • 85166811795 scopus 로고    scopus 로고
    • End of Year Biomass in Marshes of the Virginia Coast Reserve 1999–2014. knb-lter-vcr.167.21
    • Virginia Coast Reserve Long-Term Ecological Research Project Data Publication
    • Christian, R., Blum, L., End of Year Biomass in Marshes of the Virginia Coast Reserve 1999–2014. knb-lter-vcr.167.21. 2014, Virginia Coast Reserve Long-Term Ecological Research Project Data Publication.
    • (2014)
    • Christian, R.1    Blum, L.2
  • 9
    • 74349113700 scopus 로고    scopus 로고
    • Wetland monitoring using classification trees and SPOT-5 seasonal time series
    • Davranche, A., Lefebvre, G., Poulin, B., Wetland monitoring using classification trees and SPOT-5 seasonal time series. Remote Sens. Environ. 114 (2010), 552–562.
    • (2010) Remote Sens. Environ. , vol.114 , pp. 552-562
    • Davranche, A.1    Lefebvre, G.2    Poulin, B.3
  • 10
    • 32244442462 scopus 로고    scopus 로고
    • Improving global scale land cover classifications with multi-directional POLDER data and a decision tree classifier
    • de Colstoun, E.C.B., Walthall, C.L., Improving global scale land cover classifications with multi-directional POLDER data and a decision tree classifier. Remote Sens. Environ. 100 (2006), 474–485.
    • (2006) Remote Sens. Environ. , vol.100 , pp. 474-485
    • de Colstoun, E.C.B.1    Walthall, C.L.2
  • 11
    • 0034476942 scopus 로고    scopus 로고
    • Multiple criteria for evaluating machine learning algorithms for land cover classification from satellite data
    • DeFries, R., Chan, J.C.-W., Multiple criteria for evaluating machine learning algorithms for land cover classification from satellite data. Remote Sens. Environ. 74 (2000), 503–515.
    • (2000) Remote Sens. Environ. , vol.74 , pp. 503-515
    • DeFries, R.1    Chan, J.C.-W.2
  • 12
    • 84897386677 scopus 로고    scopus 로고
    • Combined use of multi-seasonal high and medium resolution satellite imagery for parcel-related mapping of cropland and grassland
    • Esch, T., Metz, A., Marconcini, M., Keil, M., Combined use of multi-seasonal high and medium resolution satellite imagery for parcel-related mapping of cropland and grassland. Int. J. Appl. Earth Obs. Geoinf. 28 (2014), 230–237.
    • (2014) Int. J. Appl. Earth Obs. Geoinf. , vol.28 , pp. 230-237
    • Esch, T.1    Metz, A.2    Marconcini, M.3    Keil, M.4
  • 14
    • 77954340767 scopus 로고    scopus 로고
    • Importance of wind conditions, fetch, and water levels on wave-generated shear stresses in shallow intertidal basins
    • Fagherazzi, S., Wiberg, P.L., Importance of wind conditions, fetch, and water levels on wave-generated shear stresses in shallow intertidal basins. J. Geophys. Res. Earth Surf., 114, 2009.
    • (2009) J. Geophys. Res. Earth Surf. , vol.114
    • Fagherazzi, S.1    Wiberg, P.L.2
  • 15
    • 84872779970 scopus 로고    scopus 로고
    • Assessing floristic composition with multispectral sensors-A comparison based on monotemporal and multiseasonal field spectra
    • Feilhauer, H., Thonfeld, F., Faude, U., He, K.S., Rocchini, D., Schmidtlein, S., Assessing floristic composition with multispectral sensors-A comparison based on monotemporal and multiseasonal field spectra. Int. J. Appl. Earth Obs. Geoinf. 21 (2013), 218–229.
    • (2013) Int. J. Appl. Earth Obs. Geoinf. , vol.21 , pp. 218-229
    • Feilhauer, H.1    Thonfeld, F.2    Faude, U.3    He, K.S.4    Rocchini, D.5    Schmidtlein, S.6
  • 17
    • 0036213079 scopus 로고    scopus 로고
    • Status of land cover classification accuracy assessment
    • Foody, G.M., Status of land cover classification accuracy assessment. Remote Sens. Environ. 80 (2002), 185–201.
    • (2002) Remote Sens. Environ. , vol.80 , pp. 185-201
    • Foody, G.M.1
  • 18
    • 0036213079 scopus 로고    scopus 로고
    • Status of land cover classification accuracy assessment
    • Foody, G.M., Status of land cover classification accuracy assessment. Remote Sens. Environ. 80 (2002), 185–201.
    • (2002) Remote Sens. Environ. , vol.80 , pp. 185-201
    • Foody, G.M.1
  • 19
    • 0034164230 scopus 로고    scopus 로고
    • Additive logistic regression: a statistical view of boosting (with discussion and a rejoinder by the authors)
    • Friedman, J., Hastie, T., Tibshirani, R., Additive logistic regression: a statistical view of boosting (with discussion and a rejoinder by the authors). Ann. Stat. 28 (2000), 337–407.
    • (2000) Ann. Stat. , vol.28 , pp. 337-407
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3
  • 20
    • 84863726098 scopus 로고    scopus 로고
    • Multi-temporal sub-pixel Landsat ETM+ classification of isolated wetlands in Cuyahoga County, Ohio, USA
    • Frohn, R.C., D'Amico, E., Lane, C., Autrey, B., Rhodus, J., Liu, H., Multi-temporal sub-pixel Landsat ETM+ classification of isolated wetlands in Cuyahoga County, Ohio, USA. Wetlands 32 (2012), 289–299.
    • (2012) Wetlands , vol.32 , pp. 289-299
    • Frohn, R.C.1    D'Amico, E.2    Lane, C.3    Autrey, B.4    Rhodus, J.5    Liu, H.6
  • 21
    • 33745926510 scopus 로고    scopus 로고
    • Multi-seasonal spectral characteristics analysis of coastal salt marsh vegetation in Shanghai, China
    • Gao, Z.G., Zhang, L.Q., Multi-seasonal spectral characteristics analysis of coastal salt marsh vegetation in Shanghai, China. Estuar. Coast Shelf Sci. 69 (2006), 217–224.
    • (2006) Estuar. Coast Shelf Sci. , vol.69 , pp. 217-224
    • Gao, Z.G.1    Zhang, L.Q.2
  • 22
    • 74049092017 scopus 로고    scopus 로고
    • Centuries of human-driven change in salt marsh ecosystems
    • Gedan, K.B., Silliman, B.R., Bertness, M.D., Centuries of human-driven change in salt marsh ecosystems. Annu. Rev. Mar. Sci. 1 (2009), 117–141.
    • (2009) Annu. Rev. Mar. Sci. , vol.1 , pp. 117-141
    • Gedan, K.B.1    Silliman, B.R.2    Bertness, M.D.3
  • 23
    • 53149109314 scopus 로고    scopus 로고
    • Integrating multi-temporal spectral and structural information to map wetland vegetation in a lower Connecticut River tidal marsh
    • Gilmore, M.S., Wilson, E.H., Barrett, N., Civco, D.L., Prisloe, S., Hurd, J.D., Chadwick, C., Integrating multi-temporal spectral and structural information to map wetland vegetation in a lower Connecticut River tidal marsh. Remote Sens. Environ. 112 (2008), 4048–4060.
    • (2008) Remote Sens. Environ. , vol.112 , pp. 4048-4060
    • Gilmore, M.S.1    Wilson, E.H.2    Barrett, N.3    Civco, D.L.4    Prisloe, S.5    Hurd, J.D.6    Chadwick, C.7
  • 25
    • 0035888390 scopus 로고    scopus 로고
    • Vegetation mapping of a tropical freshwater swamp in the Northern Territory, Australia: a comparison of aerial photography, Landsat TM and SPOT satellite imagery
    • Harvey, K.R., Hill, G.J.E., Vegetation mapping of a tropical freshwater swamp in the Northern Territory, Australia: a comparison of aerial photography, Landsat TM and SPOT satellite imagery. Int. J. Rem. Sens. 22 (2001), 2911–2925.
    • (2001) Int. J. Rem. Sens. , vol.22 , pp. 2911-2925
    • Harvey, K.R.1    Hill, G.J.E.2
  • 26
    • 33645981261 scopus 로고    scopus 로고
    • Distribution of saltmarsh plant communities associated with environmental factors along a latitudinal gradient on the south-west Atlantic coast
    • Isacch, J.P., Costa, C.S.B., Rodriguez-Gallego, L., Conde, D., Escapa, M., Gagliardini, D.A., Iribarne, O.O., Distribution of saltmarsh plant communities associated with environmental factors along a latitudinal gradient on the south-west Atlantic coast. J. Biogeogr. 33 (2006), 888–900.
    • (2006) J. Biogeogr. , vol.33 , pp. 888-900
    • Isacch, J.P.1    Costa, C.S.B.2    Rodriguez-Gallego, L.3    Conde, D.4    Escapa, M.5    Gagliardini, D.A.6    Iribarne, O.O.7
  • 27
    • 85034634859 scopus 로고    scopus 로고
    • Mapping pasture management in the Brazilian Amazon from dense Landsat time series
    • Jakimow, B., Griffiths, P., van der Linden, S., Hostert, P., Mapping pasture management in the Brazilian Amazon from dense Landsat time series. Remote Sens. Environ. 205 (2017), 453–468.
    • (2017) Remote Sens. Environ. , vol.205 , pp. 453-468
    • Jakimow, B.1    Griffiths, P.2    van der Linden, S.3    Hostert, P.4
  • 28
    • 0037500103 scopus 로고    scopus 로고
    • From space to species: ecological applications for remote sensing
    • Kerr, J.T., Ostrovsky, M., From space to species: ecological applications for remote sensing. Trends Ecol. Evol. 18 (2003), 299–305.
    • (2003) Trends Ecol. Evol. , vol.18 , pp. 299-305
    • Kerr, J.T.1    Ostrovsky, M.2
  • 29
    • 84856519411 scopus 로고    scopus 로고
    • On the relationship between sea level and Spartina alterniflora production
    • Kirwan, M.L., Christian, R.R., Blum, L.K., Brinson, M.M., On the relationship between sea level and Spartina alterniflora production. Ecosystems 15 (2012), 140–147.
    • (2012) Ecosystems , vol.15 , pp. 140-147
    • Kirwan, M.L.1    Christian, R.R.2    Blum, L.K.3    Brinson, M.M.4
  • 30
    • 84879901047 scopus 로고    scopus 로고
    • Remote sensing of emergent and submerged wetlands: an overview
    • Klemas, V., Remote sensing of emergent and submerged wetlands: an overview. Int. J. Rem. Sens. 34 (2013), 6286–6320.
    • (2013) Int. J. Rem. Sens. , vol.34 , pp. 6286-6320
    • Klemas, V.1
  • 31
    • 84955065803 scopus 로고    scopus 로고
    • Interactions between river stage and wetland vegetation detected with a Seasonality Index derived from LANDSAT images in the Apalachicola delta, Florida
    • la Cecilia, D., Toffolon, M., Woodcock, C.E., Fagherazzi, S., Interactions between river stage and wetland vegetation detected with a Seasonality Index derived from LANDSAT images in the Apalachicola delta, Florida. Adv. Water Resour. 89 (2016), 10–23.
    • (2016) Adv. Water Resour. , vol.89 , pp. 10-23
    • la Cecilia, D.1    Toffolon, M.2    Woodcock, C.E.3    Fagherazzi, S.4
  • 32
    • 36348932971 scopus 로고    scopus 로고
    • Mapping invasive wetland plants in the Hudson River National Estuarine Research Reserve using quickbird satellite imagery
    • Laba, M., Downs, R., Smith, S., Welsh, S., Neider, C., White, S., Richmond, M., Philpot, W., Baveye, P., Mapping invasive wetland plants in the Hudson River National Estuarine Research Reserve using quickbird satellite imagery. Remote Sens. Environ. 112 (2008), 286–300.
    • (2008) Remote Sens. Environ. , vol.112 , pp. 286-300
    • Laba, M.1    Downs, R.2    Smith, S.3    Welsh, S.4    Neider, C.5    White, S.6    Richmond, M.7    Philpot, W.8    Baveye, P.9
  • 33
    • 0032831150 scopus 로고    scopus 로고
    • Control of plant species richness and zonation of functional groups along a freshwater flooding gradient
    • Lenssen, J., Menting, F., van der Putten, W.H., Blom, K., Control of plant species richness and zonation of functional groups along a freshwater flooding gradient. Oikos 86 (1999), 523–534.
    • (1999) Oikos , vol.86 , pp. 523-534
    • Lenssen, J.1    Menting, F.2    van der Putten, W.H.3    Blom, K.4
  • 34
    • 85019386206 scopus 로고    scopus 로고
    • Generating a series of fine spatial and temporal resolution land cover maps by fusing coarse spatial resolution remotely sensed images and fine spatial resolution land cover maps
    • Li, X., Ling, F., Foody, G.M., Ge, Y., Zhang, Y., Du, Y., Generating a series of fine spatial and temporal resolution land cover maps by fusing coarse spatial resolution remotely sensed images and fine spatial resolution land cover maps. Remote Sens. Environ. 196 (2017), 293–311.
    • (2017) Remote Sens. Environ. , vol.196 , pp. 293-311
    • Li, X.1    Ling, F.2    Foody, G.M.3    Ge, Y.4    Zhang, Y.5    Du, Y.6
  • 35
    • 78650742760 scopus 로고    scopus 로고
    • A fuzzy topology-based maximum likelihood classification
    • Liu, K., Shi, W., Zhang, H., A fuzzy topology-based maximum likelihood classification. ISPRS J. Photogrammetry Remote Sens. 66 (2011), 103–114.
    • (2011) ISPRS J. Photogrammetry Remote Sens. , vol.66 , pp. 103-114
    • Liu, K.1    Shi, W.2    Zhang, H.3
  • 36
    • 33746597954 scopus 로고    scopus 로고
    • Analysis, synthesis and modelling of high-resolution observations of salt-marsh eco-geomorphological patterns in the Venice lagoon
    • Marani, M., Belluco, E., Ferrari, S., Silvestri, S., D'Alpaos, A., Lanzoni, S., Feola, A., Rinaldo, A., Analysis, synthesis and modelling of high-resolution observations of salt-marsh eco-geomorphological patterns in the Venice lagoon. Estuar. Coast Shelf Sci. 69 (2006), 414–426.
    • (2006) Estuar. Coast Shelf Sci. , vol.69 , pp. 414-426
    • Marani, M.1    Belluco, E.2    Ferrari, S.3    Silvestri, S.4    D'Alpaos, A.5    Lanzoni, S.6    Feola, A.7    Rinaldo, A.8
  • 37
    • 0028163123 scopus 로고
    • Remote sensing and the measurement of geographical entities in a forested environment. 1. The scale and spatial aggregation problem
    • Marceau, D.J., Howarth, P.J., Gratton, D.J., Remote sensing and the measurement of geographical entities in a forested environment. 1. The scale and spatial aggregation problem. Remote Sens. Environ. 49 (1994), 93–104.
    • (1994) Remote Sens. Environ. , vol.49 , pp. 93-104
    • Marceau, D.J.1    Howarth, P.J.2    Gratton, D.J.3
  • 38
    • 85166872521 scopus 로고
    • Plant Associations on the Virginia Barrier Islands: Metompkin - Smith Islands, 1974–1975. knb-lter-vcr.222.9 Virginia Coast Reserve Long-term
    • Ecological Research Project Data Publication
    • McCaffrey, C., Dueser, R., Plant Associations on the Virginia Barrier Islands: Metompkin - Smith Islands, 1974–1975. knb-lter-vcr.222.9 Virginia Coast Reserve Long-term. 1976, Ecological Research Project Data Publication.
    • (1976)
    • McCaffrey, C.1    Dueser, R.2
  • 39
    • 0000339740 scopus 로고
    • Plant associations on the Virginia barrier islands
    • McCaffrey, C., Dueser, R., Plant associations on the Virginia barrier islands. Va. J. Sci. 41 (1990), 282–299.
    • (1990) Va. J. Sci. , vol.41 , pp. 282-299
    • McCaffrey, C.1    Dueser, R.2
  • 40
    • 84927653866 scopus 로고    scopus 로고
    • Habitat mapping and change assessment of coastal environments: an examination of WorldView-2, QuickBird, and IKONOS satellite imagery and airborne LiDAR for mapping barrier island habitats
    • McCarthy, M.J., Halls, J.N., Habitat mapping and change assessment of coastal environments: an examination of WorldView-2, QuickBird, and IKONOS satellite imagery and airborne LiDAR for mapping barrier island habitats. ISPRS Int. Geo-Inf. 3 (2014), 297–325.
    • (2014) ISPRS Int. Geo-Inf. , vol.3 , pp. 297-325
    • McCarthy, M.J.1    Halls, J.N.2
  • 41
    • 84863257013 scopus 로고    scopus 로고
    • Applying tree-based ensemble algorithms to the classification of ecological zones using multi-temporal multi-source remote-sensing data
    • Miao, X., Heaton, J.S., Zheng, S., Charlet, D.A., Liu, H., Applying tree-based ensemble algorithms to the classification of ecological zones using multi-temporal multi-source remote-sensing data. Int. J. Rem. Sens. 33 (2012), 1823–1849.
    • (2012) Int. J. Rem. Sens. , vol.33 , pp. 1823-1849
    • Miao, X.1    Heaton, J.S.2    Zheng, S.3    Charlet, D.A.4    Liu, H.5
  • 43
    • 85166877414 scopus 로고    scopus 로고
    • Phragmites Distribution in 1996 on the Eastern Shore of Virginia. knb-lter-vcr.91.16
    • Virginia Coast Reserve Long-Term Ecological Research Project Data Publication
    • Ngu, D., Albertson, J., Truitt, B., Blum, L., Phragmites Distribution in 1996 on the Eastern Shore of Virginia. knb-lter-vcr.91.16. 2001, Virginia Coast Reserve Long-Term Ecological Research Project Data Publication.
    • (2001)
    • Ngu, D.1    Albertson, J.2    Truitt, B.3    Blum, L.4
  • 44
    • 34147220903 scopus 로고    scopus 로고
    • Mapping an invasive plant, Phragmites australis, in coastal wetlands using the EO-1 Hyperion hyperspectral sensor
    • Pengra, B.W., Johnston, C.A., Loveland, T.R., Mapping an invasive plant, Phragmites australis, in coastal wetlands using the EO-1 Hyperion hyperspectral sensor. Remote Sens. Environ. 108 (2007), 74–81.
    • (2007) Remote Sens. Environ. , vol.108 , pp. 74-81
    • Pengra, B.W.1    Johnston, C.A.2    Loveland, T.R.3
  • 45
    • 0030370417 scopus 로고    scopus 로고
    • Bagging, Boosting, and C4.5
    • AAAI/IAAI
    • Quinlan, J.R., Bagging, Boosting, and C4.5. 1996, AAAI/IAAI, 725–730.
    • (1996) , pp. 725-730
    • Quinlan, J.R.1
  • 46
  • 47
    • 31344473637 scopus 로고    scopus 로고
    • Use of lidar to study changes associated with Spartina invasion in San Francisco Bay marshes
    • Rosso, P., Ustin, S., Hastings, A., Use of lidar to study changes associated with Spartina invasion in San Francisco Bay marshes. Remote Sens. Environ. 100 (2006), 295–306.
    • (2006) Remote Sens. Environ. , vol.100 , pp. 295-306
    • Rosso, P.1    Ustin, S.2    Hastings, A.3
  • 48
    • 84952019779 scopus 로고    scopus 로고
    • An evaluation of time-series smoothing algorithms for land-cover classifications using MODIS-NDVI multi-temporal data
    • Shao, Y., Lunetta, R.S., Wheeler, B., Iiames, J.S., Campbell, J.B., An evaluation of time-series smoothing algorithms for land-cover classifications using MODIS-NDVI multi-temporal data. Remote Sens. Environ. 174 (2016), 258–265.
    • (2016) Remote Sens. Environ. , vol.174 , pp. 258-265
    • Shao, Y.1    Lunetta, R.S.2    Wheeler, B.3    Iiames, J.S.4    Campbell, J.B.5
  • 49
    • 9944236936 scopus 로고    scopus 로고
    • Tidal regime, salinity and salt marsh plant zonation
    • Silvestri, S., Defina, A., Marani, M., Tidal regime, salinity and salt marsh plant zonation. Estuar. Coast Shelf Sci. 62 (2005), 119–130.
    • (2005) Estuar. Coast Shelf Sci. , vol.62 , pp. 119-130
    • Silvestri, S.1    Defina, A.2    Marani, M.3
  • 50
    • 84984861150 scopus 로고    scopus 로고
    • Saltmarshes response to human activities on a prograding coast revealed by a dual-scale time-series strategy
    • Sun, C., Liu, Y.X., Zhao, S.S., Li, H.Y., Sun, J.Q., Saltmarshes response to human activities on a prograding coast revealed by a dual-scale time-series strategy. Estuar. Coast 40 (2017), 522–539.
    • (2017) Estuar. Coast , vol.40 , pp. 522-539
    • Sun, C.1    Liu, Y.X.2    Zhao, S.S.3    Li, H.Y.4    Sun, J.Q.5
  • 51
    • 85011323115 scopus 로고    scopus 로고
    • Classification mapping and species identification of salt marshes based on a short-time interval NDVI time-series from HJ-1 optical imagery
    • Sun, C., Liu, Y.X., Zhao, S.S., Zhou, M.X., Yang, Y.H., Li, F.X., Classification mapping and species identification of salt marshes based on a short-time interval NDVI time-series from HJ-1 optical imagery. Int. J. Appl. Earth Obs. Geoinf. 45 (2016), 27–41.
    • (2016) Int. J. Appl. Earth Obs. Geoinf. , vol.45 , pp. 27-41
    • Sun, C.1    Liu, Y.X.2    Zhao, S.S.3    Zhou, M.X.4    Yang, Y.H.5    Li, F.X.6
  • 52
    • 0002156148 scopus 로고
    • Multiple comparisons in model I one-way ANOVA with unequal variances
    • Tamhane, A.C., Multiple comparisons in model I one-way ANOVA with unequal variances. Commun. Stat. Theor. Meth. 6 (1977), 15–32.
    • (1977) Commun. Stat. Theor. Meth. , vol.6 , pp. 15-32
    • Tamhane, A.C.1
  • 53
    • 34249912881 scopus 로고    scopus 로고
    • Using GIS to generate spatially balanced random survey designs for natural resource applications
    • Theobald, D.M., Stevens, D.L., White, D., Urquhart, N.S., Olsen, A.R., Norman, J.B., Using GIS to generate spatially balanced random survey designs for natural resource applications. Environ. Manag. 40 (2007), 134–146.
    • (2007) Environ. Manag. , vol.40 , pp. 134-146
    • Theobald, D.M.1    Stevens, D.L.2    White, D.3    Urquhart, N.S.4    Olsen, A.R.5    Norman, J.B.6
  • 54
    • 84866522698 scopus 로고    scopus 로고
    • Fine-scale remotely-sensed cover mapping of coastal dune and salt marsh ecosystems at Cape Cod National Seashore using Random Forests
    • Timm, B.C., McGarigal, K., 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 (2012), 106–117.
    • (2012) Remote Sens. Environ. , vol.127 , pp. 106-117
    • Timm, B.C.1    McGarigal, K.2
  • 55
    • 0002196917 scopus 로고
    • Comparing individual means in the analysis of variance
    • Tukey, J.W., Comparing individual means in the analysis of variance. Biometrics, 1949, 99–114.
    • (1949) Biometrics , pp. 99-114
    • Tukey, J.W.1
  • 56
    • 84948778757 scopus 로고    scopus 로고
    • A rule-based approach for mapping macrophyte communities using multi-temporal aquatic vegetation indices
    • Villa, P., Bresciani, M., Bolpagni, R., Pinardi, M., Giardino, C., A rule-based approach for mapping macrophyte communities using multi-temporal aquatic vegetation indices. Remote Sens. Environ. 171 (2015), 218–233.
    • (2015) Remote Sens. Environ. , vol.171 , pp. 218-233
    • Villa, P.1    Bresciani, M.2    Bolpagni, R.3    Pinardi, M.4    Giardino, C.5
  • 57
    • 85166838244 scopus 로고    scopus 로고
    • LiDAR-based Digital Elevation Model for Northampton and Accomack Co., VA, 2010. knb-lter-vcr.202.10
    • Reserve Long-Term Ecological Research Project Data Publication Virginia Coast
    • VITA, LiDAR-based Digital Elevation Model for Northampton and Accomack Co., VA, 2010. knb-lter-vcr.202.10. 2011, Reserve Long-Term Ecological Research Project Data Publication, Virginia Coast.
    • (2011)
    • VITA1
  • 58
    • 84864506822 scopus 로고    scopus 로고
    • A new time series vegetation-water index of phenological-hydrological trait across species and functional types for Poyang Lake wetland ecosystem
    • Wang, L., Dronova, I., Gong, P., Yang, W.B., Li, Y.R., Liu, Q., A new time series vegetation-water index of phenological-hydrological trait across species and functional types for Poyang Lake wetland ecosystem. Remote Sens. Environ. 125 (2012), 49–63.
    • (2012) Remote Sens. Environ. , vol.125 , pp. 49-63
    • Wang, L.1    Dronova, I.2    Gong, P.3    Yang, W.B.4    Li, Y.R.5    Liu, Q.6
  • 59
    • 69849104695 scopus 로고    scopus 로고
    • Classifier ensembles for land cover mapping using multitemporal SAR imagery
    • Waske, B., Braun, M., Classifier ensembles for land cover mapping using multitemporal SAR imagery. ISPRS J. Photogrammetry Remote Sens. 64 (2009), 450–457.
    • (2009) ISPRS J. Photogrammetry Remote Sens. , vol.64 , pp. 450-457
    • Waske, B.1    Braun, M.2
  • 60
    • 84942520429 scopus 로고    scopus 로고
    • Use of WorldView-2 time series to establish a wetland monitoring program for potential offsite impacts of mine site rehabilitation
    • Whiteside, T.G., Bartolo, R.E., Use of WorldView-2 time series to establish a wetland monitoring program for potential offsite impacts of mine site rehabilitation. Int. J. Appl. Earth Obs. Geoinf. 42 (2015), 24–37.
    • (2015) Int. J. Appl. Earth Obs. Geoinf. , vol.42 , pp. 24-37
    • Whiteside, T.G.1    Bartolo, R.E.2
  • 61
    • 28644431944 scopus 로고    scopus 로고
    • Wetland resources: status, trends, ecosystem services, and restorability
    • Zedler, J.B., Kercher, S., Wetland resources: status, trends, ecosystem services, and restorability. Annu. Rev. Environ. Resour. 30 (2005), 39–74.
    • (2005) Annu. Rev. Environ. Resour. , vol.30 , pp. 39-74
    • Zedler, J.B.1    Kercher, S.2
  • 62
    • 0030613613 scopus 로고    scopus 로고
    • Monitoring Pacific coast salt marshes using remote sensing
    • Zhang, M., Ustin, S.L., Rejmankova, E., Sanderson, E.W., Monitoring Pacific coast salt marshes using remote sensing. Ecol. Appl. 7 (1997), 1039–1053.
    • (1997) Ecol. Appl. , vol.7 , pp. 1039-1053
    • Zhang, M.1    Ustin, S.L.2    Rejmankova, E.3    Sanderson, E.W.4
  • 64
    • 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. 118 (2012), 83–94.
    • (2012) Remote Sens. Environ. , vol.118 , pp. 83-94
    • Zhu, Z.1    Woodcock, C.E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.