Skip to main content

2018 | OriginalPaper | Buchkapitel

Correlation Analysis of Climate Indices and Precipitation Using Wavelet Image Processing Approach

verfasst von : Mingdong Sun, Xuyong Li, Gwangseob Kim

Erschienen in: Frontier Computing

Verlag: Springer Singapore

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

For extensive research on the connection and the phase relationships between climate indices and the precipitation time series in Korea, three wavelet image processing are applied to examine the relation between the climate indices (NAO, SOI, NOI, PDO, WP and NP) and precipitation in Korea. The continuous wavelet, cross-wavelet analysis and wavelet coherence is utilized to expand and present regions with common high significant frequency and phase features of the precipitation and these climate indices time series. It is found that the all wavelet frequency spectrum of these climate indices time series have some similar significant frequency features as the spectrum of precipitation time series in Korea have. There are significant variations of around 4–6 years of periodicities in all spectrum analysis. It is illustrated that there is strong underlying connection between precipitation variability and climate indices that implied by the cross wavelet and wavelet coherence analysis. The results clearly demonstrate that the climate indices have the influential consistent correlation relationship with the precipitation variation in Korea.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Cheung, H.N., Zhou, W., Mok, H.Y., Wu, M.C.: Relationship between Ural-Siberian blocking and the East Asian winter monsoon in relation to the Arctic Oscillation and the El Niño-Southern Oscillation. J. Clim. 25, 4242–4257 (2012)CrossRef Cheung, H.N., Zhou, W., Mok, H.Y., Wu, M.C.: Relationship between Ural-Siberian blocking and the East Asian winter monsoon in relation to the Arctic Oscillation and the El Niño-Southern Oscillation. J. Clim. 25, 4242–4257 (2012)CrossRef
Zurück zum Zitat Grinsted, A., Moore, J.C., Jevrejeva, S.: Application of the cross wavelet transform and wavelet coherence to geophysical time series. Nonlinear Proc. Geophys. 11, 561–566 (2004)CrossRef Grinsted, A., Moore, J.C., Jevrejeva, S.: Application of the cross wavelet transform and wavelet coherence to geophysical time series. Nonlinear Proc. Geophys. 11, 561–566 (2004)CrossRef
Zurück zum Zitat Higgins, R.W., Kim, H.K., Unger, D.: Long-lead seasonal temperature and precipitation prediction using tropical Pacific SST consolidation forecasts. J. Clim. 17, 3398–3414 (2004)CrossRef Higgins, R.W., Kim, H.K., Unger, D.: Long-lead seasonal temperature and precipitation prediction using tropical Pacific SST consolidation forecasts. J. Clim. 17, 3398–3414 (2004)CrossRef
Zurück zum Zitat Hurrell, J.W.: Decadal trends in the North Atlantic oscillation regional temperatures and precipitation. Science 269, 676–679 (1995)CrossRef Hurrell, J.W.: Decadal trends in the North Atlantic oscillation regional temperatures and precipitation. Science 269, 676–679 (1995)CrossRef
Zurück zum Zitat Jin, Y.H., Kawamura, A., Jinno, K., Berndtsson, R.: Detection of ENSO-influence on the monthly precipitation in South Korea. Hydrol. Proc. 19, 4081–4092 (2005)CrossRef Jin, Y.H., Kawamura, A., Jinno, K., Berndtsson, R.: Detection of ENSO-influence on the monthly precipitation in South Korea. Hydrol. Proc. 19, 4081–4092 (2005)CrossRef
Zurück zum Zitat Pal, J.S., Giorgi, F., Bi, X.Q.: Consistency of recent European summer precipitation trends and extremes with future regional climate projections. Geophys. Res. Lett. 31, L13202 (2004)CrossRef Pal, J.S., Giorgi, F., Bi, X.Q.: Consistency of recent European summer precipitation trends and extremes with future regional climate projections. Geophys. Res. Lett. 31, L13202 (2004)CrossRef
Zurück zum Zitat Portis, D.H., Walsh, J.E., El Hamly, M., Lamb, P.J.: Seasonality of the North Atlantic oscillation. J. Clim. 14, 2069–2078 (2001)CrossRef Portis, D.H., Walsh, J.E., El Hamly, M., Lamb, P.J.: Seasonality of the North Atlantic oscillation. J. Clim. 14, 2069–2078 (2001)CrossRef
Zurück zum Zitat Schwing, F.B., Murphree, T., Green, P.M.: The Northern Oscillation Index (NOI): a new climate index for the northeast Pacific. Progr. Oceanogr. 53, 115–139 (2002)CrossRef Schwing, F.B., Murphree, T., Green, P.M.: The Northern Oscillation Index (NOI): a new climate index for the northeast Pacific. Progr. Oceanogr. 53, 115–139 (2002)CrossRef
Zurück zum Zitat Silverman, D., Dracup, J.A.: Artificial neural networks and long-range precipitation prediction in California. J. Appl. Meteorol. 39, 57–66 (2000)CrossRef Silverman, D., Dracup, J.A.: Artificial neural networks and long-range precipitation prediction in California. J. Appl. Meteorol. 39, 57–66 (2000)CrossRef
Zurück zum Zitat Stenseth, N.C., Mysterud, A., Ottersen, G., Hurrell, J.W., Chan, K.S., Lima, M.: Ecological effects of climate fluctuations. Science 297, 1292–1296 (2002)CrossRef Stenseth, N.C., Mysterud, A., Ottersen, G., Hurrell, J.W., Chan, K.S., Lima, M.: Ecological effects of climate fluctuations. Science 297, 1292–1296 (2002)CrossRef
Zurück zum Zitat Stenseth, N.C., Ottersen, G., Hurrell, J.W., Mysterud, A., Lima, M., Chan, K.S., Yoccoz, N.G., Ådlandsvik, B.: Studying climate effects on ecology through the use of climate indices: the North Atlantic Oscillation, El Niño Southern Oscillation and beyond. Proc. Roy. Soc. Lond. B 270, 2087–2096 (2003)CrossRef Stenseth, N.C., Ottersen, G., Hurrell, J.W., Mysterud, A., Lima, M., Chan, K.S., Yoccoz, N.G., Ådlandsvik, B.: Studying climate effects on ecology through the use of climate indices: the North Atlantic Oscillation, El Niño Southern Oscillation and beyond. Proc. Roy. Soc. Lond. B 270, 2087–2096 (2003)CrossRef
Zurück zum Zitat Torrence, C., Compo, G.P.: A practical guide to wavelet analysis. Bull. Am. Meteorol. Soc. 79, 61–78 (1998)CrossRef Torrence, C., Compo, G.P.: A practical guide to wavelet analysis. Bull. Am. Meteorol. Soc. 79, 61–78 (1998)CrossRef
Zurück zum Zitat Trenberth, K.E.: The definition of El Ninño. Bull. Am. Meteorol. Soc. 78, 2771–2777 (1997)CrossRef Trenberth, K.E.: The definition of El Ninño. Bull. Am. Meteorol. Soc. 78, 2771–2777 (1997)CrossRef
Zurück zum Zitat Trenberth, K.E., Stepaniak, D.P.: Indices of El Niño evolution. J. Clim. 14, 1697–1701 (2001)CrossRef Trenberth, K.E., Stepaniak, D.P.: Indices of El Niño evolution. J. Clim. 14, 1697–1701 (2001)CrossRef
Zurück zum Zitat Wang, B., Ding, Q., Jhun, J.G.: Trends in Seoul (1778-2004) summer precipitation. Geophys. Res. Lett. 33, L15803 (2006)CrossRef Wang, B., Ding, Q., Jhun, J.G.: Trends in Seoul (1778-2004) summer precipitation. Geophys. Res. Lett. 33, L15803 (2006)CrossRef
Zurück zum Zitat Zhou, B.T., Wang, H.J.: Relationship between the boreal spring Hadley circulation and the summer precipitation in the Yangtze River valley. J. Geophys. Res. 111, D16109 (2006)CrossRef Zhou, B.T., Wang, H.J.: Relationship between the boreal spring Hadley circulation and the summer precipitation in the Yangtze River valley. J. Geophys. Res. 111, D16109 (2006)CrossRef
Metadaten
Titel
Correlation Analysis of Climate Indices and Precipitation Using Wavelet Image Processing Approach
verfasst von
Mingdong Sun
Xuyong Li
Gwangseob Kim
Copyright-Jahr
2018
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-7398-4_25

Premium Partner