Open Access

Application of multivariate statistical methods in the assessment of mountain organic soil transformation in the central Sudetes


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Anderson T.W. (2003): An Introduction to Multivariate Statistical Analysis. New York, Wiley.Search in Google Scholar

Baudat G., Anour F. (2000): Generalized discriminant analysis using a kernel approach. Neural Computation 12: 2385-2404.10.1162/08997660030001498011032039Search in Google Scholar

Deręgowski K., Krzyśko M. (2014): A kernel based learning algorithm combining kernel discriminant coordinates and kernel principal components. Biometrical Letters 51(1): 57-73.10.2478/bile-2014-0005Search in Google Scholar

Douaik A., van Meirvenne M., Tóth T. (2011): Statistical Methods for the Analysis of Soil Spatial and Temporal Variability, Principles, Application and Assessment in Soil Science. In. Burcu Özkaraova Güngör (Ed.), InTech, DOI 10.5772/28927.Search in Google Scholar

Glina B., Gajewski P., Kaczmarek Z., Owczarzak W., Rybczyński P. (2016a): Peatland soils degradation as an effect of long-term drainage - preliminary results of peatland ecosystems investigation in the Grójecka Valley (Central Poland). Soil Science Annual 67(1): 1-7. DOI 10.1515/ssa-2016-000110.1515/ssa-2016-0001Search in Google Scholar

Glina B., Bogacz A., Gulyas M., Zawieja B., Gajewski P., Kaczmarek Z. (2016b): The effect of long-term forestry drainage on the current state of peatland soils: A case study from the Central Sudetes, SW Poland. Mires&Peat 18(21): 1-11. DOI 10. 19189/MaP.2016.OMB.239Search in Google Scholar

Glina B., Malkiewicz M., Mendyk Ł., Bogacz A., Woźniczka P. (2017): Human affected disturbances in vegetation cover and peatland development in the late Holocene recorded in shallow mountain peatlands (Central Sudetes, SW Poland). Boreas. 46(2): 294-307. DOI 10.10.1111/bor.1220310.1111/bor.12203Search in Google Scholar

IUSS Working Group WRB (2015): World reference base for soil resources 2014 update 2015. International Soil Classification System for Naming Soil and Creating Legends for Soil Maps. Food and Agriculture Organization of the United Nations, Rome, 190.Search in Google Scholar

Jing Z., Weiqing M., Ye Z. (2015): Fisher linear discriminant method for forest fire risk points on transmission line. International Journal of Smart Home. 9(4): 25-34. DOI 10.14257/ijsh.2015.9.4.0310.14257/ijsh.2015.9.4.03Search in Google Scholar

Khattree, R., Naik D.N. (2002): Association in contingency tables, correspondence analysis and (modified) Andrews plots. In: Huber-Carol, C., N. Balakrishnan, M.S. Nikulin, M. Mesbah (Eds.). Goodness-of-fit Tests and Model Validity. Birkhäuser, Boston: 311-326.10.1007/978-1-4612-0103-8_23Search in Google Scholar

Krzyśko M. (2009): Fundamentals of multivariate statistical inference (in Polish). Wydawnictwo Naukowe UAM, Poznań: 267-278.Search in Google Scholar

Łajczak A. (2013): Role of land relief and structure in the formation of peat bogs in mountain areas, as exemplified by the Polish Carpathians. Landform Analysis 22: 61-73.10.12657/landfana.022.005Search in Google Scholar

Limpens J., Berendse F., Blodau C., Canadell J.G., Freeman C., Holden J., Roulet N., Rydin H., Schapeman-Strub G. (2008). Peatlands and the carbon cycle: from local processes to global implications - a synthesis. Biogeosciences, 5: 1379-1419.Search in Google Scholar

Mika S., Rätsch G., Weston J., Schölkopf B., Müller K.R. (1999): Fisher discriminant analysis with kernels. In: Neural Networks for Signal Processing (Hu Y.H, Larsen J., Wilson E., and Douglas S. Eds.) IX: 41-48.10.1109/NNSP.1999.788121Search in Google Scholar

Strack M., Waddington J.M., Bourbonniere R.A., Buckton E.L., Shaw K., Whittington P., Price J.S. (2008): Effect of water table drawdown on peatland dissolved organic carbon export and dynamics. Journal of Hydrological Processes 22: 3373-3385.10.1002/hyp.6931Search in Google Scholar

Zawieja B., Kaźmierczak K. (2016): Oaks allocation to Kraft classes based on linear and nonlinear kernel discriminant variables. Biometrical Letters, 53(1): 37-46. DOI 10.1515/bile-2016-000510.1515/bile-2016-0005Search in Google Scholar

eISSN:
1896-3811
Language:
English
Publication timeframe:
2 times per year
Journal Subjects:
Life Sciences, Bioinformatics, other, Mathematics, Probability and Statistics, Applied Mathematics