RECONSTRUCTION AND PREDICTION OF WATER BALANCE COMPONENTS FROM DENDROCHRONOLOGICAL DATA FOR THE NARYN RIVER BASIN (KYRGYZSTAN)
https://doi.org/10.15356/2076-6734-2012-3-87-98
Abstract
Suggested new method for reconstruction of runoff includes: 1. Search informative points based weather observations for dependence runoff = f(climate index). Climate index consists of normalized anomalies of annual precipitation and air temperature, together with water vapor pressure and total cloud amount in the June–September. 2. The selection of sites that represent local relationship between the index of climate and tree rings. 3. Getting the multivariate linear regression equation between the runoff V and tree rings D. Basic climatic period 1961–1990 is used as a calibration interval of time. Verification of the equations for 1940–1960 identified the need to use other arguments in addition to the width of tree rings. For this purpose, two climate index: PDSI and SPEI were tested. It is established that the empirical formulae V = f(D, PDSI) and V = f(D, SPEI) are suitable for assessing the annual flow of the Naryn in 1901–2006. In the report is described a process of reconstruction of flow for the years 1700–2005 based on the data of the width of the tree rings, and taking into account the temporal variability of parameters of regression equations.
Chronologies of the width and density of tree rings in the thirty-two tree ring sites were used to reconstruct long-term series of average summer air temperature Ts at meteorological stations of the Pamir and Tien Shan. The calibration interval of time was 1961–1990 to find equations Ts = f(D) of third-order multiple regression, and independent control of their quality, done in 1932–1960. Combined correlation coefficient in 10 cases out of 15 was more than 0.80, a relative error of calculation Ts in 19611990 ranged from 0.13 to 4.73%, and in 1932–1960 from 0.23 to 8.10%. Duration of the reconstructed series Ts ranged from 100 to 278 years. Positive results were received for predicting a common and glacial runoff of Naryn river, a long-term range of density of tree rings.
About the Authors
V. G. KonovalovRussian Federation
O. E. Maksimova
Russian Federation
References
1. Borshcheva N.M. Study of extent of influence in limit factors to the radial accretion of the Shrenk spruce. Ekologicheskie issledovaniya bioty ekosistem Severnoy Kirgizii. Tyan-Shanskaya vysokogornaya fiziko-geograficheskaya stantsiya. Ecological studies of the biota of ecosystems in the northern Kirgiziya. Tien Shan high-mountain physics-geographical station. Frunze: ILIM, 1988: 15–22. [In Russian].
2. Vaganov E.A., Shashkin A.V. Rost I struktura godichnykh kolets khvoynykh.Growth and structure of year rings of coniferous. Novosibirsk: Nauka, 2000: 230 p. [In Russian].
3. Voeikov A.I. Klimaty Zemnogo shara i v osobennosti Rossii. Climates of the World and especially of Russia. Selected works. V. 1. Moscow – Leningrad: USSR Academy of Sciences, 1948: 750 p. [In Russian].
4. Golyandina N.E. Metod “Gusenitsa”-SSA: prognoz vremennykh ryadov. Method “Caterpillar”-SSA: prediction of time rows. St.-Petersburg State University, 2004: 52 p. [In Russian].
5. Konovalov V.G. Tayanie i stok s lednikov v basseynakh rek Sredney Azii. Melting and runoff from glaciers in the Middle Asia river basins. Leningrad: Hydrometeoizdat, 1985: 236 p. [In Russian].
6. Konovalov V.G., Mastkovsky V.V. Regionalization and regressive analysis of air temperature and precipitation in the global database on climate. Sovremennye problem distantsionnokgo zondirovaniya Zemli iz kosmosa. Modern problems of remote sensing of the Earth from space. 2011, 8 (3): 283–289. [In Russian].
7. Krenke A.N. Massoobmen v lednikovykh sistemakh ns territorii SSSR. Mass-exchange in glacier systems at the USSR territory. Leningrad: Hydrometeoizdat, 1982: 287 p. [In Russian].
8. Matskovsky V.V., Dolgova E.A., Solomina O.N. Application of dendrochronological data to the reconstruction of runoff in Teberda river for 1850–2005. Led i Sneg. Ice and Snow. 2011, 1 (113): 119–123. [In Russian].
9. Ovchinnikov D.V. Rekonstruktsiya izmeneniy klimata gor Altaya dendrokhronologicheskimi metodami. Reconstruction of climate change in the Altai Mountains by dendrochronological methods. Ph. Thesis. Krasnoyarsk State University, 2002: 132 p. [In Russian].
10. Tishin D.V. Dendroekologiya (metodika drevesno-kol’tsevogo analiza). Dendro-ecology (methods of tree-ring analysis). Kazan’: Institute of Ecology and Geography. 2011: 33 p. [In Russian].
11. Solomina O.N., Abylmeizova B., Gryaznova V.V., Ershova I.V. Reconstruction of hydrothermal coefficient in 1680–2005 according to dendroghronological data near Issyk-Kul’ Lake, Tien Shan, Kyrgyzstan Republic. Problemy ekologicheskogo monitoring I modelirovaniya ekosistem). Problems of ecological monitoring and modeling of ecosystems. 2007, 21: 183–202. [In Russian].
12. Solomina O.N., Maksimova O.E. Dendrochronological investigations in Tien Shan as a source of climatic information. Izvestiya Ross. Akad. Nauk, Seriya Geogr. Proc. of the RAS, Geographical Series. 2010, 6: 54–66. [In Russian].
13. Shiyatov S.G., Vaganov E.A., Kirdyanov A.V., Kruglov V.B., Mazepa V.S., Naurzaev M.M., Khantemirov R.M. Metody dendrokhronologii. Methods of dendrochronology. Pt. 1. Osnovy dendrokhronologii. Sbor i poluchenie drevesno-kol’tsevoy informatsii. Fundamental of dendrochronology. Collection and receiving tree-ring information. Krasnoyarsk State University, 2000: 80 с. [In Russian].
14. Bodo B.A. Monthly Discharges for 2400 Rivers and Streams of the former Soviet Union [FSU]. Toronto, Canada, 2000. V. 1.0.
15. Briffa K.R., Osborn T.J., Schweingruber F.H., Harris I.C., Jones P.D., Shiyatov S.G., Vaganov E.A. Low-frequency temperature variations from a northern tree-ring-density network. Journ. of Geophys. Research. 2001, № 106: 2929–2941.
16. Buntgen U., Esper J., Frank D.C., Nicolussi K., Schmidhalter M. A. 1052-year tree-ring proxy for Alpine summer temperatures. Climate Dynamics. 2008, 25: 141–153.
17. Cook E.R., Anchukaitis K.J., Buckley B.M., D’Arrigo R.D., Jacoby G.C., Wright W.E. Monsoon Asia Drought Atlas (MADA). IGBP PAGES/World Data Center for Paleoclimatology Data Contribution Series # 2010-037. NOAA/NCDC Paleoclimatology Program. Boulder CO. USA. 2010.
18. Cook E.R., Anchukaitis K.J,. Buckley B.M., D'Arrigo R.D., Jacoby G.C., Wright W.E. Asian monsoon failure and megadrought during the Last Millennium. Science, 328 (5977), 23 April 2010: 486–489.
19. Davi N.K., Jacoby G.C., Curtis A.E., Baatarbileg N. Extension of drought records for central Asia using tree rings: West-central Mongolia. Journ. of Climate. 2006, 19: P. 288–299.
20. Esper J., Frank D.C., Wilson R., Buntgen U., Treydte K. Uniform growth trends among central Asian low- and high-elevation juniper tree sites. Trees. 2007, 21: 141–150.
21. http://www.ncdc.noaa.gov/paleo/treering.html International Tree-Ring Data Bank.
22. http://www.cru.uea.ac.uk/cru/data/hrg-interim/ Climate Archive of CRU 3.1
23. http://hdl.handle.net/10261/22449 Global Archive of SPEI.
24. Kirdyanov A.V., Treydte K.S., Nikolaev A., Helle G., Schleser G.H. Climate signals in tree-ring width, density and δ13C from larches in Eastern Siberia (Russia). Chem. Geol. 2008, 252: 31–41.
25. MacDonald G., Kremenetski K., Smith L., Hidalgo H.G. Recent Eurasian river discharge to the Arctic Ocean. The context of longer-tern dendrochronological records. Journ. of Geophys. Research. 2007, 112. G04S50. doi:101029/2006JG000333
26. Palmer W.C. Meteorological Drought. US Department of Commerce, Washington DC. Research Paper 1965. № 45. 65 p.
27. Schweingruber F. Tree rings: basics and applications of dendrochronology. Kluwer, Academic press, Dordrecht, 1988: 276 p.
28. Torrence C., Compo G.P. A practical guide to wavelet analysis. Bull. Amer. Met. Soc. 1998, 79: 61–78.
29. Vicente-Serrano S.M., Begueria S., Lуpez-Moreno J.I. A multi-scalar drought index sensitive to global warming: The Standardized Precipitation Evapotranspiration Index – SPEI. Journ. of Climate. 2010, 23: 1696–1718.
30. Vicente-Serrano S.M., Begueria S., Lуpez-Moreno J.I., Angulo M., El Kenawy. A new global 0.5° gridded dataset (1901–2006) of a multiscalar drought index: comparison with current drought index datasets based on the Palmer Drought Severity Index. Journ. of Hydrometeorology. 2010, 11 (4): 1033–1043.
31. Wang T., Ren H., Ma K. Climatic signals in tree ring of Picea schrenkiana along an altitudinal gradient in the central Tianshan Mountains, northwestern China. Trees. 2005, 19: 735–741.
32. Wigley T.M.L., Briffa K.R., Jones P.D. On the Average Value of Correlated Time Series, with Applications in Dendroclimatology and Hydrometeorology. Journ. of Climate and Applied Meteorology. 1984, 23: 201–213.
33. Williams M.W., Konovalov V.G. Central Asia Temperature and Precipitation Data, 1879–2003. Boulder, Colorado: USA National Snow and Ice Data Center, 2008. http://nsidc.org/data/docs/noaa/g02174_central_asia_data/index.html
34. Woodhouse C.A. Reconstructions of past streamflow from tree-rings: placing the gage records in a long term context. Far west Texas Climate Change conference. June 17, 2008. El Paso TX. 22 p.
35. Yuan Y.J., Wei W.S., Esper J., Yu S.L., Zhang R.B. Influence of sampling site and detrending method on correlations and climate signals of spruce tree-ring width chronologies at upper tree line in western Tianshan mountains of Xinjiang. Journ. of Desert Research. 2008, 28 (5): 809–814.
36. Yuan Yu., Shao X., Wei W., Yu Sh., Gong Yu., Trouet V. The potential to reconstruct Manasi river streamflow in the northern Tienshan mountains (n.-w. China). Tree-ring research. 2007, 63 (2): 81–93.
Supplementary files
For citation: Konovalov V.G., Maksimova O.E. RECONSTRUCTION AND PREDICTION OF WATER BALANCE COMPONENTS FROM DENDROCHRONOLOGICAL DATA FOR THE NARYN RIVER BASIN (KYRGYZSTAN). Ice and Snow. 2012;52(3):87-98. https://doi.org/10.15356/2076-6734-2012-3-87-98
Refbacks
- There are currently no refbacks.
ISSN 2076-6734 (Print)
ISSN 2412-3765 (Online)