191
Views
2
CrossRef citations to date
0
Altmetric
Articles

Are CORINE land cover classes reliable proxies of plant species assemblages? A test in Mediterranean forest landscapes

ORCID Icon, ORCID Icon, ORCID Icon, , , , ORCID Icon & ORCID Icon show all
Pages 994-1001 | Received 11 Jul 2016, Accepted 26 Sep 2017, Published online: 05 Dec 2017

References

  • Amici V, Santi E, Filibeck G, Diekmann M, Geri F, Landi S, Scoppola A, Chiarucci A. 2013. Influence of secondary forest succession on plant diversity patterns in a Mediterranean landscape. J Biogeogr. 40:2335–2347.10.1111/jbi.12182
  • Anderson MJ. 2006. Distance-based tests for homogeneity of multivariate dispersions. Biometrics 62:245–253.10.1111/j.1541-0420.2005.00440.x
  • Anderson MJ, Willis TJ. 2003. Canonical analysis of principal coordinates: a useful method of constrained ordination for ecology. Ecology 84:511–525.10.1890/0012-9658(2003)084[0511:CAOPCA]2.0.CO;2
  • APAT. 2005. La realizzazione in Italia del progetto europeo CLC 2000. Rapporti APAT 36:1–86.
  • Arrigoni PV. 1998. La vegetazione forestale. Boschi e macchie di Toscana [Forest vegetation. woods and Mediterranean maquis of Tuscany]. Florence: Edizioni Regione Toscana. (In Italian).
  • Barazzuoli P, Guasparri G, Salleolini M. 1993. Il clima [The Climate]. In: Giusti F, editor. La storia naturale della Toscana meridionale [The natural history of Southern Tuscany]. Siena: Monte dei Paschi di Siena, Amilcare Pizzi editore; p. 141–171.
  • Bartholomé E, Belward AS. 2005. GLC2000: a new approach to global land cover mapping from Earth observation data. Int J Remote Sens. 26:1959–1977.10.1080/01431160412331291297
  • Bontemps S, Herold M, Kooistra L, van Groenestijn A, Hartley A, Arino O, et al. 2012. Revisiting land cover observation to address the needs of the climate modeling community. Biogeosciences 9:2145–2157.10.5194/bg-9-2145-2012
  • Bossard M, Feranec J, Otahel J. 2000. Technical report No.40. CLC Technical Guide-Addendum 2000. Copenhagen: European Environment Agency.
  • Büttner G, Feranec J, Jaffrain G, Mari L, Maucha G, Soukup T. 2004. The CORINE Land Cover 2000 project. In: Reuter R, editor. EARSeL eProceedings, vol. 3. Paris: EARSeL0; p. 331–346.
  • Carleer A, Wolff E. 2004. Exploitation of very high resolution satellite data for tree species identification. Photogr Eng Remote Sens. 70:135–140.10.14358/PERS.70.1.135
  • Chen DM, Stow D. 2002. The effect of training strategies on supervised classification at different spatial resolutions. Photogr Eng Remote Sens. 68:1155–1161.
  • Chiarucci A, De Dominicis V, Wilson JB. 2001. Structure and floristic diversity in permanent monitoring plots in forest ecosystems of Tuscany. Forest Ecol Manag. 141:201–210.10.1016/S0378-1127(00)00329-7
  • Chiarucci A, Bacaro G, Rocchini D. 2008. Quantifying plant species diversity in a natura 2000 network: old ideas and new proposals. Biol Conserv. 141:2608–2618.10.1016/j.biocon.2008.07.024
  • Chiarucci A, Bacaro G, Filibeck G, Landi S, Maccherini S, Scoppola A. 2012. Scale dependence of plant species richness in a network of protected areas. Biodivers Conserv. 21:503–516.10.1007/s10531-011-0196-8
  • Chust G, Ducrot D, Pretus JL. 2004. Land cover mapping with patch-derived landscape indices. Landsc Urban Plan. 69:437–449.10.1016/j.landurbplan.2003.12.002
  • Clarke KR, Green RH. 1988. Statistical design and analysis for a ‘biological effects’ study. Marine Ecol-Prog Series 46:213–226.10.3354/meps046213
  • Clarke KR. 1993. Non-parametric multivariate analysis of changes in community structure. Aust. J Ecol. 18:117–143.10.1111/aec.1993.18.issue-1
  • Comber A, Fisher P, Wadsworth R. 2005. What is land cover? Environ Plan B-Plan Design 32:199–209.10.1068/b31135
  • Conti P, Lazzarotto A. 2004. Geology of Tuscany: evolution of the state-of-knowledge presented by geological maps and the new geological map of Tuscany, 1: 250,000 scale. In: The ‘Regione Toscana’ project of geological mapping, Spec. vol for the 32nd IGC; p. 25–50.
  • Dalponte M, Bruzzone L, Gianelle D. 2008. Fusion of hyperspectral and LIDAR remote sensing data for classification of complex forest areas. IEEE Trans Geosci Remote Sens. 46:1416–1427.10.1109/TGRS.2008.916480
  • Davis MB. 1983. Quaternary history of deciduous forests of Eastern North America and Europe. Ann Missouri Botan Garden 70:550–563.10.2307/2992086
  • Decocq G. 2000. The ‘masking effect’ of silviculture on substrate-induced plant diversity in oak-hornbeam forests from northern France. Biodivers Conserv. 9:1467–1491.10.1023/A:1008919027221
  • Decocq G. 2002. Patterns of plant species and community diversity at different organization levels in a forested riparian landscape. J Veg Sci. 13:91–106.10.1111/j.1654-1103.2002.tb02026.x
  • Ellenberg H, Strutt GK. 2009. Vegetation ecology of Central Europe. Cambridge: Cambridge University Press.
  • Faith DP, Minchin PR, Belbin L. 1987. Compositional dissimilarity as a robust measure of ecological distance. Vegetatio 69:57–68.10.1007/BF00038687
  • Feilhauer H, Thonfeld F, Faude U, He KS, Rocchini D, Schmidtlein S. 2013. Assessing floristic composition with multispectral sensors – A comparison based on monotemporal and multiseasonal field spectra. Int J Appl Earth Observ Geoinform. 21:218–229.10.1016/j.jag.2012.09.002
  • Filibeck G, Adams J, Brunetti M, Di Filippo A, Rosati L, Scoppola A, Piovesan G. 2015. Tree-ring ecological signal is consistent with floristic composition and plant indicator values in Mediterranean Fagus sylvatica forests. J Ecol. 103:1580–1593.10.1111/jec.2015.103.issue-6
  • Foody GM. 2002. Status of land cover classification accuracy assessment. Remote Sens Environ. 80:185–201.10.1016/S0034-4257(01)00295-4
  • Franklin SE, Hall RJ, Moskal LM, Maudie AJ, Lavigne MB. 2000. Incorporating texture into classification of forest species composition from airborne multispectral images. Int J Remote Sens. 21:61–79.10.1080/014311600210993
  • Franklin J. 2013. Mapping vegetation from landscape to regional scales. In: van der Maarel E, Franklin J, editors. Vegetation Ecology. 2nd ed. Chichester: John Wiley & Sons; p. 486–508.10.1002/9781118452592.ch16
  • Gilliam FS. 2007. The ecological significance of the herbaceous layer in temperate forest ecosystems. BioScience 57:845–858.10.1641/B571007
  • Gimona A, Messager P, Occhi M. 2009. CORINE-based landscape indices weakly correlate with plant species richness in a northern European landscape transect. Landsc Ecol. 24:53–64.10.1007/s10980-008-9279-7
  • Gower JC. 1966. Some distance properties of latent root and vector methods used in multivariate analysis. Biometrika 53:325–338.10.1093/biomet/53.3-4.325
  • Hansen MC, Loveland TR. 2012. A review of large area monitoring of land cover change using Landsat data. Remote Sens Environ. 122:66–74.10.1016/j.rse.2011.08.024
  • Hansen MC, Potapov PV, Moore R, Hancher M, Turubanova SA, Tyukavina A, Thau D, Stehman SV, Goetz SJ, Loveland TR, et al. 2013. High-resolution global maps of 21st-century forest cover change. Science 342:850–853.10.1126/science.1244693
  • He KS, Rocchini D, Neteler M, Nagendra H. 2011. Benefits of hyperspectral remote sensing for tracking plant invasions. Divers Distrib. 17: 381–392.10.1111/j.1472-4642.2011.00761.x
  • Hermy M, Verheyen K. 2007. Legacies of the past in the present-day forest biodiversity: a review of past land-use effect on forest plant species composition and diversity. Ecol Res. 22:361–371.10.1007/s11284-007-0354-3
  • Herold M, Mayaux P, Woodcock CE, Baccini A, Schmullius C. 2008.  Some challenges in global land cover mapping: An assessment of agreement and accuracy in existing 1 km datasets. Remote Sens Environ. 112:2538–2556.10.1016/j.rse.2007.11.013
  • Homer C, Huang C, Yang L, Wylie B, Coan M. 2004. Development of a 2001 National land-cover database for the United States. Photogram Eng Remote Sens. 70:829–840.10.14358/PERS.70.7.829
  • Jansen LJM, Gregorio AD. 2002. Parametric land cover and land use classifications as tools for environmental change detection. Agric Ecosys Environ. 91:89–100.10.1016/S0167-8809(01)00243-2
  • Lambin EF, Geist HJ, Lepers E. 2003. Dynamics of land-use and land-cover change in tropicalregions. Ann Rev Environ Resour. 28:205–241.10.1146/annurev.energy.28.050302.105459
  • Lawson BE, Ferrier S, Wardell-Johnson G, Beeton RJS, Pullar DV. 2010. Improving the assessment of species compositional dissimilarity in a priori ecological classifications: evaluating map scale, sampling intensity and improvement in a hierarchical classification. Appl Veg Sci. 13:473–484.10.1111/avsc.2010.13.issue-4
  • Legendre P, Legendre L. 1998. Numerical Ecology. Amsterdam: Elsevier.
  • Lillesand T, Kiefer RW, Chipman J. 2014. Remote sensing and image interpretation. Chichester: John Wiley & Sons.
  • Loehle C. 2011. Complexity and the problem of ill-posed questions in ecology. Ecol Compl. 8:60–67.10.1016/j.ecocom.2010.11.004
  • Loosvelt L, Peters J, Skriver H, Lievens H, Van Coillie FMB, De Baets B, Verhoest NEC. 2012. Random forests as a tool for estimating uncertainty at pixel-level in SAR image classification. Int J Appl Earth Observ Geoinform. 19:173–184.10.1016/j.jag.2012.05.011
  • Minchin PR. 2003. Stepwise ANOSIM: Finding the subset of species that optimally discriminates groups of sampling units. Ecological Society of America 88th Annual Meeting; Aug 3–8; Savannah.
  • Mölder A, Bernhardt-Römermann M, Schmidt W. 2008. Herb-layer diversity in deciduous forests: raised by tree richness or beaten by beech? Forest Ecol Manag. 256:272–281.10.1016/j.foreco.2008.04.012
  • Mölder A, Streit M, Schmidt W. 2014. When beech strikes back: How strict nature conservation reduces herb-layer diversity and productivity in Central European deciduous forests. Forest Ecol Manag. 319:51–61.10.1016/j.foreco.2014.01.049
  • Nagendra H, Rocchini D. 2008. High resolution satellite imagery for tropical biodiversity studies: the devil is in the detail. Biodivers Conserv. 17:3431–3442.10.1007/s10531-008-9479-0
  • Nagendra H, Rocchini D, Ghate R, Sharma B, Pareeth S. 2010. Assessing plant diversity in a dry tropical forest: comparing the utility of landsat and ikonos satellite images. Remote Sensing 2:478–496.10.3390/rs2020478
  • Neldner VJ, Howitt CJ. 1991. Comparison of an intuitive mapping classification and numerical classifications of vegetation in south-east Queensland, Australia. Vegetatio 94:141–152.10.1007/BF00032628
  • Neteler M, Bowman MH, Landa M, Metz M. 2012. GRASS GIS: A multi-purpose open source GIS. Environ Model Softw. 31:124–130.10.1016/j.envsoft.2011.11.014
  • Peet RK, Roberts DW. 2013. Classification of natural and semi-natural vegetation. In: van der Maarel E, Franklin J, editors. Vegetation ecology. 2nd ed. Chichester: John Wiley & Sons; p. 28–70.10.1002/9781118452592.ch2
  • Pekkarinen A, Reithmaier L, Strobl P. 2009. Pan-European forest/non-forest mapping with Landsat ETM+ and CORINE Land Cover 2000 data. ISPRS J. Photogramm and Remote Sensing 64:171–183.10.1016/j.isprsjprs.2008.09.004
  • Quinn GP, Keough MJ. 2002. Experimental design and data analysis for biologists. Cambridge: Cambridge University.10.1017/CBO9780511806384
  • R Development Core Team. 2015. R: a language and environment for statistical computing. Vienna: R Foundation for Statistical Computing.
  • Robbins P. 2001. Fixed categories in a portable landscape: the causes and consequences of land cover categorization. Environ Plan. A 33:161–179.10.1068/a3379
  • Rocchini D, Balkenhol N, Carter GA, Foody GM, Gillespie TW, He KS, Kark S, Levin N, Lucas K, Luoto M, et al. 2010. Remotely sensed spectral heterogeneity as a proxy of species diversity: recent advances and open challenges. Ecol Inform. 5:318–329.10.1016/j.ecoinf.2010.06.001
  • Rocchini D, Foody GM, Nagendra H, Ricotta C, Anand M, He KS, et al. 2013. Uncertainty in ecosystem mapping by remote sensing. Comp Geosci. 50:128–135.10.1016/j.cageo.2012.05.022
  • Rodà F, Retana J, Gracia C, Bellot J. 1999. Ecology of Mediterranean evergreen oak forests. Berlin: Springer-Verlag.10.1007/978-3-642-58618-7
  • Small C. 2004. The Landsat ETM+ spectral mixing space. Remote Sens Environ. 93:1–17.
  • Turner MG, Gardner RH, O’Neill RV. 2001. Landscape ecology in theory and practice. New York (NY): Springer.
  • Verburg PH, van de Steeg J, Veldkamp A, Willemen L. 2009. From land cover change to land function dynamics: a major challenge to improve land characterization. J Environ Manag. 90:1327–1335.10.1016/j.jenvman.2008.08.005
  • Waterton C. 2002. From field to fantasy: classifying nature, constructing Europe. Soc Stud Sci. 32:177–204.10.1177/0306312702032002001
  • Whigham DF. 2004. Ecology of woodland herbs in temperate deciduous forests. Ann Rev Ecol Sys. 35:583–621.10.1146/annurev.ecolsys.35.021103.105708
  • Wulder M, Franklin SE. 2012. Remote sensing of forest environments: concepts and case studies. New York (NY): Springer.
  • Zhu C, Yang X. 1998. Study of remote sensing image texture analysis and classification using wavelet. Int J Remote Sens. 19:3197–3203.10.1080/014311698214262

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.