Analysis of temporal diversity of precipitation along with biodiversity of Holdridge life zones

Abstract

Many ecological studies show that diversity of vegetation is generally sensitive to hydrometeorological variables such as temperature, precipitation, and evaporation. Furthermore, it is also known that there have been changes in the precipitation regimes due to climate change and/or land use (such as urbanization). This study investigates the temporal diversity of the precipitation along with the Holdridge life zones (HLZ) using the biodiversity indices of true Hill numbers and Rényi entropy. The results show that there are no statistically significant changes in the “biodiversity” with respect to the HLZ. However, it was found that, although the biodiversity has remained more or less stable through 45 years, the HLZ classes have widened toward much warmer and drier vegetation cover. One can propose that the water regime of the rivers of the country has also changed due to the early melting of snow and an increase in evapotranspiration as a result of warming. Furthermore, using the Gini-Simpson diversity index for daily rainfall types recorded in a spatially homogeneous manner over Turkey, one can show that there are no significant changes in rainfall diversity in the coastal regions, but significant changes are observed in the internal and relatively high-altitude areas of the country.

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References

  1. Barrios A, Trincado G, Garreaud R (2018) Alternative approaches for estimating missing climate data: application to monthly precipitation records in South-Central Chile. Forest Ecosystems 5(1):28

    Article  Google Scholar 

  2. Byrne MP, Schneider T (2016) Narrowing of the ITCZ in a warming climate: physical mechanisms. Geophys Res Lett 43:11–350

    Google Scholar 

  3. Clements FE (1916) Plant succession: an analysis of the development of vegetation, No. 242. Carnegie Institution of Washington.

  4. Cox CB, Moore PD, Ladle R (2016) Biogeography: an ecological and evolutionary approach. John Wiley and Sons.

  5. Cramer WP, Leemans R (1993) Assessing impacts of climate change on vegetation using climate classification systems. In: Vegetation dynamics and global change. Springer, Boston, MA, pp 190–217

    Google Scholar 

  6. Djuric D (1994) Weather Analysis, vol 304. Prentice Hall, New Jersey

    Google Scholar 

  7. Emanuel WR, Shugart HH, Stevenson MP (1985) Climatic change and the broad-scale distribution of terrestrial ecosystem complexes. Clim Change 7(1):29–43

    Article  Google Scholar 

  8. Foehn A, Hernández JG, Schaefli B, De Cesare G (2018) Spatial interpolation of precipitation from multiple rain gauge networks and weather radar data for operational applications in Alpine catchments. J Hydrol 563:1092–1110

    Article  Google Scholar 

  9. Grisebach A (1872) Die Vegetation Der Erde Nach Ihrer Klimatischen Anordnung (The Earth’s vegetation after its climatic arrangement), 1872 (1st Edition), 1884 (2nd Edition).

  10. Hanski I, von Hertzen L, Fyhrquist N, Koskinen K, Torppa K, Laatikainen T, Karisola P, Auvinen P, Paulin L, Makela MJ, Vartiainen E, Kosunen TU, Alenius H, Haahtela T (2012) Environmental biodiversity, human microbiota, and allergy are interrelated. Proc Natl Acad Sci USA. 109:8334–8339

    Article  Google Scholar 

  11. Hawksworth DL (Ed.) (1995) Biodiversity: measurement and estimation, vol. 345. Springer Science and Business Media.

  12. Hill MO (1973) Diversity and evenness: a unifying notation and its consequences. Ecology 54:427–432. https://doi.org/10.2307/1934352

    Article  Google Scholar 

  13. Holdridge LR (1967) Life zone ecology. Tropical Science Center, San Jose, Costa Rica

    Google Scholar 

  14. Holdridge LR, Grenke WC, Hatheway WH, Liang T, Tosi JAJR (1971) Forest environments in tropical life zones: a pilot study. Pergamon Press, Oxford

    Google Scholar 

  15. Hubbell SP (2001) The unified neutral theory of biodiversity and biogeography. Princeton University Press.

  16. Huffman GJ, Adler RF, Bolvin DT, Gu G (2009) Improving the global precipitation record: GPCP version 2.1. Geophys Res Lett, 36: L17808, 10.1029/2009GL040000.

  17. Jost L (2006) Entropy and diversity. Oikos 113(2):363–375

    Article  Google Scholar 

  18. Köppen W, Geiger G (1930) Handbuch der Klimatologie. Gebrüder Borntraeger, Berlin

    Google Scholar 

  19. Lande R (1996) Statistics and partitioning of species diversity, and similarity among multiple communities. Oikos 76:5–13

    Article  Google Scholar 

  20. Leemans R (1990) Holdridge life zones of the world. Global data sets collected and compiled by the Biosphere Project. Working Paper, IIASA-Laxenburg, Austria.

  21. Lomolino MV, Riddle BR, Brown JH, Brown JH (2006) Biogeography. Sinauer Associates, Sunderland, MA

    Google Scholar 

  22. Mazon J, Pino D (2017) Meteodiversity: a new concept for quantifying meteorological diversity. Weather 72(5):143–145

    Article  Google Scholar 

  23. McCann KS (2000) The diversity–stability debate. Nature. 405:228–233

    Article  Google Scholar 

  24. Nazarov Y (2011) Flows of Rényi entropies. Phys Rev B 84 (10), 205437. arXiv:1108.3537.

  25. Ostertag R, Scatena FN, Silver WL (2003) Forest floor decomposition following hurricane litter inputs in several Puerto Rican forests. Ecosystems 6:261–273. https://doi.org/10.1007/s10021-002-0203-8

    Article  Google Scholar 

  26. Penman HL (1948) Natural evaporation from open water, bare soil and grass. Proc-R Soc Lond Math Phys Sci 193(1032):120–145

    Google Scholar 

  27. Pimm SL, Brown JH (2004) Domains of diversity. Science 304(5672):831–833

    Article  Google Scholar 

  28. Rényi A (1961) On measures of information and entropy. Proceedings of the Fourth Berkeley Symposium on Mathematics, Statistics and Probability, pp 547–561

    Google Scholar 

  29. Schneider T, Bischoff T, Haug GH (2014) Migrations and dynamics of the intertropical convergence zone. Nature 513(7516):45–53

    Article  Google Scholar 

  30. Schouw JF (1823) Pflanzengeographie Atlas Zur Erlaüterung von Schouws Grundzüge Einer Allgemeinen Pflanzengeographie. Reimer, Berlin, Germany. Cited from Camerini 1993b:487.

  31. Shannon CE (1948) A mathematical theory of communication. Bell Syst Tech J 27:79–423

    Article  Google Scholar 

  32. Simpson EH (1949) Measurement of diversity. Nature 163:688. https://doi.org/10.1038/163688a0

    Article  Google Scholar 

  33. Tatli H, Dalfes HN (2016) Defining Holdridge’s life zones over Turkey. Int J Climatol 36(11):3864–3872

    Article  Google Scholar 

  34. Tatli H, Dalfes HN (2020) Long-time memory in drought via detrended fluctuation analysis. Water Resour Manage 34:1199–1212

    Article  Google Scholar 

  35. Tatli H, Türkeş M (2011) Empirical orthogonal function analysis of the Palmer drought indices. Agric For Meteorol 151:981–991

    Article  Google Scholar 

  36. Thornthwaite CW (1931) The climates of North America: according to a new classification. Geogr Rev 21(4):633–655

    Article  Google Scholar 

  37. Thornthwaite CW (1948) An approach toward a rational classification of climate. Geogr Rev 38(1):55–94

    Article  Google Scholar 

  38. Tuomisto H (2010a) A diversity of beta diversities: straightening up a concept gone awry. Part 1. Defining beta diversity as a function of alpha and gamma diversity. Ecography 33(1):2–22

    Article  Google Scholar 

  39. Tuomisto H (2010b) A diversity of beta diversities: straightening up a concept gone awry. Part 2. Quantifying beta diversity and related phenomena. Ecography 33(1):23–45

    Article  Google Scholar 

  40. Turkes M (2020) Climate and drought in Turkey. In Water Resources of Turkey. Springer, Cham, pp. 85-125.

  41. Von Humboldt A, Bonpland A (1807) Essai sur la géographie des plantes, accompagné d’un tableau physique des région séquin oxiales. Levrault and Schoell, Paris

    Google Scholar 

  42. Yue TX, Haber W, Grossmann WD, Kasperidus HD (1998) Towards the satisfying models for biological diversity. Ekologia 17(Suppl 1):129–141

    Google Scholar 

  43. Yue T, Liu J, Jørgensen SE, Gao Z, Zhang S, Deng X (2001) Changes of Holdridge life zone diversity in all of China over half a century. Ecol Modell 144(2-3):153–162

    Article  Google Scholar 

  44. Zhang G, Kang Y, Han G, Sakurai K (2011) Effect of climate change over the past half century on the distribution, extent and NPP of ecosystems of Inner Mongolia. Glob Change Biol 17(1):377–389

    Article  Google Scholar 

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Acknowledgements

We appreciate anonymous reviewers for their valuable suggestions and constructive comments. We would also like to thank the Turkish State Meteorological Service for providing us monthly and daily meteorological records.

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Hasan TATLI and H. Nuzhet DALFES contributed equally to this paper.

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Correspondence to Hasan Tatli.

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Tatli, H., Dalfes, H.N. Analysis of temporal diversity of precipitation along with biodiversity of Holdridge life zones. Theor Appl Climatol (2021). https://doi.org/10.1007/s00704-021-03551-x

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