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Advanced Approaches to the Visualization of Data Characterizing Distribution Features of Alien Plant Species

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Abstract

Results of application of different approaches to the data visualization during the study of alien plant species have been analyzed and summarized, and the prospects of their use for different purposes have been evaluated. The existing experience in the study of alien plant species shows that traditional methods used to analyze their composition and distribution patterns in different regions are informative only for determining the main tendencies reflecting global processes of a phytobiota synanthropization. At the same time, new state-of-art methods are required to reveal the latent patterns of plant migration and the processes of their naturalization. The most promising approaches to analyzing large volumes of data are multivariate statistical methods. The potential of these methods is determined by their capability to identify relationships between a wide range of floristic and biological data and environmental characteristics, which can be visualized. These methods allow us to present different data in the form of diagrams reflecting interactions between individual species or whole groups of alien plants and climatic or environmental variables. They make it possible to create models of expansion of invasive species. They reflect the current statistical distances and relationships between different objects of study, which makes it possible to identify features of the group strategy of colonization of various natural and/or technogenic habitats by alien species. These strategies depend mainly on the biological characteristics of species, level of anthropogenic transformation of a regional flora, and environmental parameters.

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REFERENCES

  1. Chibrik, T.S. and El’kin, Yu.A., Formirovanie fitotsenozov na narushennykh promyshlennost’yu zemlyakh (Formation of Phytocenoses on Industrial Lands), Sverdlovsk: Ural. Gos. Univ., 1991.

  2. Gutte, P. and Rostanski, K., Die Oenothera—Arten Sachsens, Ber. Arbeitsgem. Sachs. Bot., 1971, no. 9, pp. 63–88.

  3. Hudziok, G., Die Oenothera—Arten der sudlichen Mittelmark und des angrenzenden Flamings, Verh. Bot. Ver. Prov. Brandenb., 1968, vol. 105, pp. 73–107.

    Google Scholar 

  4. Jehlik, V. and Rostanski, K., Notes on the genus Oenothera subsect. Oenothera (Onagraceae) in the Czech Republic, Folia Geobot. Phytotax., 1995, vol. 30, pp. 435–444.

    Article  Google Scholar 

  5. Pasierbiński, A., Zabińska, I., Shevera, M., Tokhtar, V.K., and Tokarska-Guzik, B., The realized niche of Ambrosia artemisiifolia in relation to its potential distribution in Europe, Proc. the 11th Int. Conf. on the Ecology and Management of Alien Plant Invasion “Bridging the Gap between Scientific Knowledge and Management Practice,” Szombathely, August 30–September 3, 2011, Abstracts of Papers, Szombathely: Univ. West Hung., 2011, p. 23.

  6. Renner, O., Versuche uber die gametische Konstitution der Oenothera, Z. Abst. Vererb., 1917, vol. 18, pp. 121–294.

    Google Scholar 

  7. Rostański K., Rostański A., Shevera, M., and Tokhtar, V., Oenothera in Ukraine, in The Genus Oenothera L. in Eastern Europe, Cracow: W. Szafer Inst. Bot., 2004.

  8. Rostova, N.S., Variability of morphological traits correlation system. Populations of species of the genus Leucanthemum (Asteraceae) in nature and culture conditions, Bot. Zh., 2000, vol. 85, no. 1, pp. 46–67.

    Google Scholar 

  9. Soldano, A., Per una migliore conoscenza di Oenothera L. subgenere Oenothera in Italia, Atti. Ist. Bot. Lab. Critt. Univ. Pavia, 1979, vol. 13, pp. 145–158.

    Google Scholar 

  10. Ter Braak, C.J.F. and Verdonschot, P.F.M., Canonical correspondence analysis and related multivariate methods in aquatic ecology, Aquat. Sci., 1995, vol. 57, no. 3, pp. 255–289.

    Article  Google Scholar 

  11. Tokhtar, V.K., Regional’naya floristika i sovremennye metody analiza antropogenno transformirovannykh flor (Regional Floristics and Modern Methods of Analysis of Anthropogenically Transformed Floras), Belgorod: Belgorod, 2016.

  12. Tokhtar, V.K. and Fomina, O.V., Features of the formation of urban flora in various natural, climatic, and anthropogenic conditions: factor analysis and visualization of data, Nauch. Ved. Bel. Gos. Univ., Ser. Estest. Nauki, 2011, no. 9 (104), pp. 23–29.

  13. Tokhtar, V.K. and Groshenko, A.S., Differentiation of the climatic niches of the invasive Oenothera L. (subsect. Oenothera, Onagraceae) species in the Eastern Europe, Adv. Environ. Biol., 2014, vol. 8, no. 10, pp. 529–531. https://www.researchgate.net/publication/264041916. Assessed November 7, 2017.

  14. Tokhtar, V.K. and Mazur, N.V., The variability of the correlation structures of the morphological features in Conyza canadensis populations, Nauch. Ved. Bel. Gos. Univ., Ser. Estest. Nauki, 2011, no. 9 (104), pp. 252–256.

  15. Tokhtar, V.K. and Vinogradova, Yu.K., Study of the distribution of alien species in anthropogenically transformed ecotopes by the method of factor analysis, Vestn. Tver. Gos. Univ., Ser. Biol. Ekol., 2009, no. 15, pp. 139–145.

  16. Tokhtar, V.K., Vinogradova, Yu.K., and Groshenko, A.S., Microevolution and invasiveness of Oenothera L. species (subsect. Oenothera, Onagraceae) in Europe, Russ. J. Biol. Invasions, 2011, vol. 2, no. 4, pp. 273–280. https://link. springer.com/article/10.1134/S2075111711040138. Assessed November 7, 2017.

  17. Tokhtar, V.K., Kurskoy, A.Y., Dunaev, A.V., Tokhtar, L.A., and Petrunova, T.V., The analysis of the flora invasive component in the southwest of the Central Russian Upland (Russia), Int. J. Green Pharm., 2017, vol. 11, no. 3, p. S632. http://www.greenpharmacy.info/index.php/ ijgp/article/view/1186/721. Assessed November 7, 2017.

  18. Vinogradova, Yu.K., Maiorov, S.R., and Khorun, L.V., Chernaya kniga flory Srednei Rossii. Chuzherodnye vidy rastenii v ekosistemakh Srednei Rossii (Black Book of the Flora of Central Russia: Alien Plant Species in Central Russian Ecosystems), Moscow: GEOS, 2010.

  19. Wittig, R. and Tokhtar, V.K., Oenothera—Arten auf industriebrachen im westfalischen Ruhrgebiet, Nat. Heimat, 2002, vol. 62, no. 1, pp. 29–32.

    Google Scholar 

  20. Wittig, R. and Tokhtar, V., Die Haufigkeit von Oenothera—Arten im westlichen Mitteleuropa, Feddes Repert., 2003, vol. 114, nos. 5–6, pp. 372–379.

  21. Wittig, R., Lenker, K.-H., and Tokhtar, V.K., Zur Sociologie von Arten der Gattung Oenothera L. im Rheintal von Arnheim (NL) bis Mülhouse (F), Tuexenia, 1999, vol. 19, pp. 447–467.

    Google Scholar 

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Correspondence to V. K. Tokhtar.

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Translated by N. Statsyuk

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Tokhtar, V.K. Advanced Approaches to the Visualization of Data Characterizing Distribution Features of Alien Plant Species. Russ J Biol Invasions 9, 263–269 (2018). https://doi.org/10.1134/S2075111718030153

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