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Volumn 140, Issue , 2014, Pages 639-651

Mapping a priori defined plant associations using remotely sensed vegetation characteristics

Author keywords

Coastal ecosystem; Gaussian Mixture Density Modelling; Gaussian Process Regression; Indicator values; Optical airborne remote sensing; Phytosociology; Probability Density Function

Indexed keywords

AIRBORNE REMOTE SENSING; COASTAL ECOSYSTEMS; GAUSSIAN MIXTURE DENSITIES; GAUSSIAN PROCESS REGRESSION; INDICATOR VALUES; PHYTOSOCIOLOGY;

EID: 84886404125     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2013.09.030     Document Type: Article
Times cited : (21)

References (78)
  • 1
    • 33846556296 scopus 로고    scopus 로고
    • A trait-based approach to community assembly: Partitioning of species trait values into within- and among-community components
    • Ackerly D.D., Cornwell W.K. A trait-based approach to community assembly: Partitioning of species trait values into within- and among-community components. Ecology Letters 2007, 10:135-145.
    • (2007) Ecology Letters , vol.10 , pp. 135-145
    • Ackerly, D.D.1    Cornwell, W.K.2
  • 2
    • 0036378759 scopus 로고    scopus 로고
    • Spectral unmixing of vegetation, soil and dry carbon cover in arid regions: Comparing multispectral and hyperspectral observations
    • Asner G.P., Heidebrecht K.B. Spectral unmixing of vegetation, soil and dry carbon cover in arid regions: Comparing multispectral and hyperspectral observations. International Journal of Remote Sensing 2002, 23:3939-3958.
    • (2002) International Journal of Remote Sensing , vol.23 , pp. 3939-3958
    • Asner, G.P.1    Heidebrecht, K.B.2
  • 3
    • 50849144917 scopus 로고    scopus 로고
    • Spectral and chemical analysis of tropical forests: Scaling from leaf to canopy levels
    • Asner G.P., Martin R.E. Spectral and chemical analysis of tropical forests: Scaling from leaf to canopy levels. Remote Sensing of Environment 2008, 112:3958-3970.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 3958-3970
    • Asner, G.P.1    Martin, R.E.2
  • 4
    • 63849149596 scopus 로고    scopus 로고
    • Airborne spectranomics: Mapping canopy chemical and taxonomic diversity in tropical forests
    • Asner G.P., Martin R.E. Airborne spectranomics: Mapping canopy chemical and taxonomic diversity in tropical forests. Frontiers in Ecology and the Environment 2009, 7:269-276.
    • (2009) Frontiers in Ecology and the Environment , vol.7 , pp. 269-276
    • Asner, G.P.1    Martin, R.E.2
  • 6
    • 67650064568 scopus 로고    scopus 로고
    • Partitioning of functional diversity reveals the scale and extent of trait convergence and divergence
    • Bello F., Thuiller W., Leps J., Choler P., Clement J.C., Macek P., et al. Partitioning of functional diversity reveals the scale and extent of trait convergence and divergence. Journal of Vegetation Science 2009, 20:475-486.
    • (2009) Journal of Vegetation Science , vol.20 , pp. 475-486
    • Bello, F.1    Thuiller, W.2    Leps, J.3    Choler, P.4    Clement, J.C.5    Macek, P.6
  • 11
    • 78049251348 scopus 로고    scopus 로고
    • Improving discrimination of savanna tree species through a multiple-endmember spectral angle mapper approach: Canopy-level analysis
    • Cho M.A., Debba P., Mathieu R., Naidoo L., van Aardt J., Asner G.P. Improving discrimination of savanna tree species through a multiple-endmember spectral angle mapper approach: Canopy-level analysis. IEEE Transactions on Geoscience and Remote Sensing 2010, 48:4133-4142.
    • (2010) IEEE Transactions on Geoscience and Remote Sensing , vol.48 , pp. 4133-4142
    • Cho, M.A.1    Debba, P.2    Mathieu, R.3    Naidoo, L.4    van Aardt, J.5    Asner, G.P.6
  • 12
    • 21444447781 scopus 로고    scopus 로고
    • Hyperspectral discrimination of tropical rain forest tree species at leaf to crown scales
    • Clark M.L., Roberts D.A., Clark D.B. Hyperspectral discrimination of tropical rain forest tree species at leaf to crown scales. Remote Sensing of Environment 2005, 96:375-398.
    • (2005) Remote Sensing of Environment , vol.96 , pp. 375-398
    • Clark, M.L.1    Roberts, D.A.2    Clark, D.B.3
  • 14
    • 0026313367 scopus 로고
    • Removal of atmospheric influences on satellite-borne imagery: A radiative transfer approach
    • De Haan J., Hovenier J., Kokke J., Van Stokkom H. Removal of atmospheric influences on satellite-borne imagery: A radiative transfer approach. Remote Sensing of Environment 1991, 37:1-21.
    • (1991) Remote Sensing of Environment , vol.37 , pp. 1-21
    • De Haan, J.1    Hovenier, J.2    Kokke, J.3    Van Stokkom, H.4
  • 15
    • 84983803242 scopus 로고    scopus 로고
    • Phytosociology
    • Elsevier B.V., Oxford, S.E. Jørgensen, B.D. Fath (Eds.)
    • Dengler J., Chytrý M., Ewald J. Phytosociology. Encyclopedia of ecology 2008, 2767-2779. Elsevier B.V., Oxford. S.E. Jørgensen, B.D. Fath (Eds.).
    • (2008) Encyclopedia of ecology , pp. 2767-2779
    • Dengler, J.1    Chytrý, M.2    Ewald, J.3
  • 16
    • 0842297336 scopus 로고    scopus 로고
    • The effects of vegetation phenology on endmember selection and species mapping in southern California chaparral
    • Dennison P.E., Roberts D.A. The effects of vegetation phenology on endmember selection and species mapping in southern California chaparral. Remote Sensing of Environment 2003, 87:295-309.
    • (2003) Remote Sensing of Environment , vol.87 , pp. 295-309
    • Dennison, P.E.1    Roberts, D.A.2
  • 17
    • 0347882737 scopus 로고    scopus 로고
    • Species indicator values as an important tool in applied plant ecology - A review
    • Diekmann M. Species indicator values as an important tool in applied plant ecology - A review. Basic and Applied Ecology 2002, 4:493-506.
    • (2002) Basic and Applied Ecology , vol.4 , pp. 493-506
    • Diekmann, M.1
  • 18
    • 84856225389 scopus 로고    scopus 로고
    • Past and future plant diversity of a coastal wetland driven by soil subsidence and climate change
    • Dobben H.F., Slim P.A. Past and future plant diversity of a coastal wetland driven by soil subsidence and climate change. Climatic Change 2012, 110:597-618.
    • (2012) Climatic Change , vol.110 , pp. 597-618
    • Dobben, H.F.1    Slim, P.A.2
  • 19
    • 84859430291 scopus 로고    scopus 로고
    • A combination of functionally different plant traits provides a means to quantitatively predict a broad range of species assemblages in NW Europe
    • Douma J.C., Aerts R., Witte J.P.M., Bekker R.M., Kunzmann D., Metselaar K., et al. A combination of functionally different plant traits provides a means to quantitatively predict a broad range of species assemblages in NW Europe. Ecography 2012, 35:364-373.
    • (2012) Ecography , vol.35 , pp. 364-373
    • Douma, J.C.1    Aerts, R.2    Witte, J.P.M.3    Bekker, R.M.4    Kunzmann, D.5    Metselaar, K.6
  • 20
    • 84859435952 scopus 로고    scopus 로고
    • Towards a functional basis for predicting vegetation patterns; incorporating plant traits in habitat distribution models
    • Douma J.C., Witte J.P.M., Aerts R., Bartholomeus R.P., Ordoñez J.C., Venterink H.O., et al. Towards a functional basis for predicting vegetation patterns; incorporating plant traits in habitat distribution models. Ecography 2012, 35:294-305.
    • (2012) Ecography , vol.35 , pp. 294-305
    • Douma, J.C.1    Witte, J.P.M.2    Aerts, R.3    Bartholomeus, R.P.4    Ordoñez, J.C.5    Venterink, H.O.6
  • 21
    • 77955050082 scopus 로고    scopus 로고
    • Contribution of multi-source remote sensing data to predictive mapping of plant-indicator gradients within Swiss mire habitats
    • Ecker K., Waser L.T., Küchler M. Contribution of multi-source remote sensing data to predictive mapping of plant-indicator gradients within Swiss mire habitats. Botanica Helvetica 2010, 120:29-42.
    • (2010) Botanica Helvetica , vol.120 , pp. 29-42
    • Ecker, K.1    Waser, L.T.2    Küchler, M.3
  • 23
    • 0031967724 scopus 로고    scopus 로고
    • Calibrating Ellenberg indicator values for moisture, acidity, nutrient availability and salinity in the Netherlands
    • Ertsen A.C.D., Alkemade J.R.M., Wassen M.J. Calibrating Ellenberg indicator values for moisture, acidity, nutrient availability and salinity in the Netherlands. Plant Ecology 1998, 135:113-124.
    • (1998) Plant Ecology , vol.135 , pp. 113-124
    • Ertsen, A.C.D.1    Alkemade, J.R.M.2    Wassen, M.J.3
  • 24
    • 79960726023 scopus 로고    scopus 로고
    • Combining Isomap ordination and imaging spectroscopy to map continuous floristic gradients in a heterogeneous landscape
    • Feilhauer H., Faude U., Schmidtlein S. Combining Isomap ordination and imaging spectroscopy to map continuous floristic gradients in a heterogeneous landscape. Remote Sensing of Environment 2011, 115:2513-2524.
    • (2011) Remote Sensing of Environment , vol.115 , pp. 2513-2524
    • Feilhauer, H.1    Faude, U.2    Schmidtlein, S.3
  • 25
    • 77949472930 scopus 로고    scopus 로고
    • Mapping continuous fields of forest alpha and beta diversity
    • Feilhauer H., Schmidtlein S. Mapping continuous fields of forest alpha and beta diversity. Applied Vegetation Science 2009, 12:429-439.
    • (2009) Applied Vegetation Science , vol.12 , pp. 429-439
    • Feilhauer, H.1    Schmidtlein, S.2
  • 26
    • 57649129453 scopus 로고    scopus 로고
    • Improving predictive mapping in Swiss mire ecosystems through re-calibration of indicator values
    • Feldmeyer-Christe E., Klaus E., Kuchler M., Graf U., Waser L.T. Improving predictive mapping in Swiss mire ecosystems through re-calibration of indicator values. Applied Vegetation Science 2007, 10:183-192.
    • (2007) Applied Vegetation Science , vol.10 , pp. 183-192
    • Feldmeyer-Christe, E.1    Klaus, E.2    Kuchler, M.3    Graf, U.4    Waser, L.T.5
  • 27
    • 26944474757 scopus 로고    scopus 로고
    • Long-term ecological dynamics: Reciprocal insights from natural and anthropogenic gradients
    • Fukami T., Wardle D.A. Long-term ecological dynamics: Reciprocal insights from natural and anthropogenic gradients. Proceedings of the Royal Society B: Biological Sciences 2005, 272:2105-2115.
    • (2005) Proceedings of the Royal Society B: Biological Sciences , vol.272 , pp. 2105-2115
    • Fukami, T.1    Wardle, D.A.2
  • 29
    • 84865971847 scopus 로고    scopus 로고
    • Mapping invasive woody species in coastal dunes in the Netherlands: A remote sensing approach using LIDAR and high resolution aerial photographs
    • Hantson W., Kooistra L., Slim P.A. Mapping invasive woody species in coastal dunes in the Netherlands: A remote sensing approach using LIDAR and high resolution aerial photographs. Applied Vegetation Science 2012, 15:536-547.
    • (2012) Applied Vegetation Science , vol.15 , pp. 536-547
    • Hantson, W.1    Kooistra, L.2    Slim, P.A.3
  • 30
    • 84886397812 scopus 로고    scopus 로고
    • Toelichting bij de vegetatiekartering Ameland 2008. Op basis van false-colour luchtfoto's 1:5.000
    • Rijkswaterstaat-DID-Afdeling GSMH, Delft, NL
    • Jager T.D. Toelichting bij de vegetatiekartering Ameland 2008. Op basis van false-colour luchtfoto's 1:5.000. RWS reports 2010, Rijkswaterstaat-DID-Afdeling GSMH, Delft, NL.
    • (2010) RWS reports
    • Jager, T.D.1
  • 31
    • 84886415943 scopus 로고    scopus 로고
    • KWR Watercycle Research Institute, Nieuwegein, NL, H.D. Roelofsen (Ed.)
    • Jager T.D. Assessment of predicted association occurrence 2012, 2. KWR Watercycle Research Institute, Nieuwegein, NL. H.D. Roelofsen (Ed.).
    • (2012) Assessment of predicted association occurrence , pp. 2
    • Jager, T.D.1
  • 32
    • 3142727996 scopus 로고    scopus 로고
    • The use of sequential vegetation maps for monitoring in coastal areas
    • Janssen J.A.M. The use of sequential vegetation maps for monitoring in coastal areas. Community Ecology 2004, 5:31-43.
    • (2004) Community Ecology , vol.5 , pp. 31-43
    • Janssen, J.A.M.1
  • 33
    • 6344256897 scopus 로고    scopus 로고
    • Cover-weighted averaging of indicator values in vegetation analyses
    • Käfer J., Witte J.P.M. Cover-weighted averaging of indicator values in vegetation analyses. Journal of Vegetation Science 2004, 15:647-652.
    • (2004) Journal of Vegetation Science , vol.15 , pp. 647-652
    • Käfer, J.1    Witte, J.P.M.2
  • 34
    • 0026310890 scopus 로고
    • To what extent are vegetation types visible in satellite imagery?
    • Kalliola R., Syrjänen K. To what extent are vegetation types visible in satellite imagery?. Annales Botanici Fennici 1991, 28:45-57.
    • (1991) Annales Botanici Fennici , vol.28 , pp. 45-57
    • Kalliola, R.1    Syrjänen, K.2
  • 35
    • 80053362481 scopus 로고    scopus 로고
    • NIRS meets Ellenberg's indicator values: Prediction of moisture and nitrogen values of agricultural grassland vegetation by means of near-infrared spectral characteristics
    • Klaus V.H., Kleinebecker T., Boch S., Müller J., Socher S.A., Prati D., et al. NIRS meets Ellenberg's indicator values: Prediction of moisture and nitrogen values of agricultural grassland vegetation by means of near-infrared spectral characteristics. Ecological Indicators 2012, 14:82-86.
    • (2012) Ecological Indicators , vol.14 , pp. 82-86
    • Klaus, V.H.1    Kleinebecker, T.2    Boch, S.3    Müller, J.4    Socher, S.A.5    Prati, D.6
  • 36
    • 0242418172 scopus 로고    scopus 로고
    • Mapping vegetation in Yellowstone National Park using spectral feature analysis of AVIRIS data
    • Kokaly R.F., Despain D.G., Clark R.N., Livo K.E. Mapping vegetation in Yellowstone National Park using spectral feature analysis of AVIRIS data. Remote Sensing of Environment 2003, 84:437-456.
    • (2003) Remote Sensing of Environment , vol.84 , pp. 437-456
    • Kokaly, R.F.1    Despain, D.G.2    Clark, R.N.3    Livo, K.E.4
  • 37
    • 0021634451 scopus 로고
    • Ecological vegetation maps
    • Küchler A.W. Ecological vegetation maps. Vegetatio 1984, 55:3-10.
    • (1984) Vegetatio , vol.55 , pp. 3-10
    • Küchler, A.W.1
  • 40
    • 0027383610 scopus 로고
    • Small scale plant species turnover in a limestone grassland: The carousel model and some comments on the niche concept
    • Maarel E., Sykes M.T. Small scale plant species turnover in a limestone grassland: The carousel model and some comments on the niche concept. Journal of Vegetation Science 1993, 4:179-188.
    • (1993) Journal of Vegetation Science , vol.4 , pp. 179-188
    • Maarel, E.1    Sykes, M.T.2
  • 41
    • 79952959031 scopus 로고    scopus 로고
    • The use of remote sensing in soil and terrain mapping-A review
    • Mulder V., De Bruin S., Schaepman M., Mayr T. The use of remote sensing in soil and terrain mapping-A review. Geoderma 2011, 162:1-19.
    • (2011) Geoderma , vol.162 , pp. 1-19
    • Mulder, V.1    De Bruin, S.2    Schaepman, M.3    Mayr, T.4
  • 42
    • 77949488471 scopus 로고    scopus 로고
    • Combining vegetation indices, constrained ordination and fuzzy classification for mapping semi-natural vegetation units from hyperspectral imagery
    • Oldeland J., Dorigo W., Lieckfeld L., Lucieer A., Jürgens N. Combining vegetation indices, constrained ordination and fuzzy classification for mapping semi-natural vegetation units from hyperspectral imagery. Remote Sensing of Environment 2010, 114:1155-1166.
    • (2010) Remote Sensing of Environment , vol.114 , pp. 1155-1166
    • Oldeland, J.1    Dorigo, W.2    Lieckfeld, L.3    Lucieer, A.4    Jürgens, N.5
  • 43
    • 5444220831 scopus 로고    scopus 로고
    • Predictability of plant species composition from environmental conditions is constrained by dispersal limitation
    • Ozinga W.A., Schaminée J.H.J., Bekker R.M., Bonn S., Poschlod P., Tackenberg O., et al. Predictability of plant species composition from environmental conditions is constrained by dispersal limitation. Oikos 2005, 108:555-561.
    • (2005) Oikos , vol.108 , pp. 555-561
    • Ozinga, W.A.1    Schaminée, J.H.J.2    Bekker, R.M.3    Bonn, S.4    Poschlod, P.5    Tackenberg, O.6
  • 44
    • 77954625423 scopus 로고    scopus 로고
    • Gaussian process regression for estimating chlorophyll concentration in subsurface waters from remote sensing data
    • Pasolli L., Melgani F., Blanzieri E. Gaussian process regression for estimating chlorophyll concentration in subsurface waters from remote sensing data. IEEE Geoscience and Remote Sensing Letters 2010, 7:464-468.
    • (2010) IEEE Geoscience and Remote Sensing Letters , vol.7 , pp. 464-468
    • Pasolli, L.1    Melgani, F.2    Blanzieri, E.3
  • 47
    • 84866561560 scopus 로고    scopus 로고
    • Comparing endmember selection techniques for accurate mapping of plant species and land cover using imaging spectrometer data
    • Roth K.L., Dennison P.E., Roberts D.A. Comparing endmember selection techniques for accurate mapping of plant species and land cover using imaging spectrometer data. Remote Sensing of Environment 2012, 127:139-152.
    • (2012) Remote Sensing of Environment , vol.127 , pp. 139-152
    • Roth, K.L.1    Dennison, P.E.2    Roberts, D.A.3
  • 48
    • 3142746780 scopus 로고    scopus 로고
    • Objectifying thematic, spatial and temporal aspects of vegetation mapping for monitoring
    • Sanders M.E., Dirkse G.M., Slim P.A. Objectifying thematic, spatial and temporal aspects of vegetation mapping for monitoring. Community Ecology 2004, 5:81-91.
    • (2004) Community Ecology , vol.5 , pp. 81-91
    • Sanders, M.E.1    Dirkse, G.M.2    Slim, P.A.3
  • 49
    • 0342368922 scopus 로고    scopus 로고
    • Reliability of Ellenberg indicator values for moisture, nitrogen and soil reaction: A comparison with field measurements
    • Schaffers A.P., Sykora K.V. Reliability of Ellenberg indicator values for moisture, nitrogen and soil reaction: A comparison with field measurements. Journal of Vegetation Science 2000, 11:225-244.
    • (2000) Journal of Vegetation Science , vol.11 , pp. 225-244
    • Schaffers, A.P.1    Sykora, K.V.2
  • 50
    • 84881493676 scopus 로고    scopus 로고
    • The Dutch national vegetation database
    • BEE, Biocentre Klein Flottbek and Botanical Garden, J. Dengler (Ed.)
    • Schaminée J.H.J., Hennekens S.M., Ozinga W.A. The Dutch national vegetation database. Vegetation databases for the 21st century 2012, 201-209. BEE, Biocentre Klein Flottbek and Botanical Garden. J. Dengler (Ed.).
    • (2012) Vegetation databases for the 21st century , pp. 201-209
    • Schaminée, J.H.J.1    Hennekens, S.M.2    Ozinga, W.A.3
  • 57
    • 28444438115 scopus 로고    scopus 로고
    • Imaging spectroscopy as a tool for mapping Ellenberg indicator values
    • Schmidtlein S. Imaging spectroscopy as a tool for mapping Ellenberg indicator values. Journal of Applied Ecology 2005, 42:966-974.
    • (2005) Journal of Applied Ecology , vol.42 , pp. 966-974
    • Schmidtlein, S.1
  • 59
    • 3242715825 scopus 로고    scopus 로고
    • Mapping of continuous floristic gradients in grasslands using hyperspectral imagery
    • Schmidtlein S., Sassin J. Mapping of continuous floristic gradients in grasslands using hyperspectral imagery. Remote Sensing of Environment 2004, 92:126-138.
    • (2004) Remote Sensing of Environment , vol.92 , pp. 126-138
    • Schmidtlein, S.1    Sassin, J.2
  • 63
    • 0018465733 scopus 로고
    • Red and photographic infrared linear combinations for monitoring vegetation
    • Tucker C.J. Red and photographic infrared linear combinations for monitoring vegetation. Remote Sensing of Environment 1979, 8:127-150.
    • (1979) Remote Sensing of Environment , vol.8 , pp. 127-150
    • Tucker, C.J.1
  • 65
    • 77953955155 scopus 로고    scopus 로고
    • Remote sensing of plant functional types
    • Ustin S.L., Gamon J.A. Remote sensing of plant functional types. New Phytologist 2010, 186:795-816.
    • (2010) New Phytologist , vol.186 , pp. 795-816
    • Ustin, S.L.1    Gamon, J.A.2
  • 68
    • 83455181750 scopus 로고    scopus 로고
    • Machine learning regression algorithms for biophysical parameter retrieval: Opportunities for Sentinel-2 and -3
    • Verrelst J., Muñoz J., Alonso L., Delegido J., Rivera J.P., Camps-Valls G., et al. Machine learning regression algorithms for biophysical parameter retrieval: Opportunities for Sentinel-2 and -3. Remote Sensing of Environment 2012, 118:127-139.
    • (2012) Remote Sensing of Environment , vol.118 , pp. 127-139
    • Verrelst, J.1    Muñoz, J.2    Alonso, L.3    Delegido, J.4    Rivera, J.P.5    Camps-Valls, G.6
  • 72
    • 84886447522 scopus 로고
    • Vereniging tot Behoud van Natuurmonumenten in Nederland, Utrecht, NL
    • Westhoff V., Westra R. Wilde planten 1981, Vereniging tot Behoud van Natuurmonumenten in Nederland, Utrecht, NL.
    • (1981) Wilde planten
    • Westhoff, V.1    Westra, R.2
  • 76
    • 10844244035 scopus 로고    scopus 로고
    • Using AVIRIS data and multiple-masking techniques to map urban forest tree species
    • Xiao Q., Ustin S., McPherson E. Using AVIRIS data and multiple-masking techniques to map urban forest tree species. International Journal of Remote Sensing 2004, 25:5637-5654.
    • (2004) International Journal of Remote Sensing , vol.25 , pp. 5637-5654
    • Xiao, Q.1    Ustin, S.2    McPherson, E.3
  • 78
    • 84859266518 scopus 로고    scopus 로고
    • Too good to be true: Pitfalls of using mean Ellenberg indicator values in vegetation analyses
    • Zelený D., Schaffers A.P. Too good to be true: Pitfalls of using mean Ellenberg indicator values in vegetation analyses. Journal of Vegetation Science 2012, 23:419-431.
    • (2012) Journal of Vegetation Science , vol.23 , pp. 419-431
    • Zelený, D.1    Schaffers, A.P.2


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