Skip to main content

Advertisement

Log in

A 215-yr coral δ18O time series from Palau records dynamics of the West Pacific Warm Pool following the end of the Little Ice Age

  • Report
  • Published:
Coral Reefs Aims and scope Submit manuscript

Abstract

The West Pacific Warm Pool (WPWP) is a critical region of the global climate system that is closely linked with the El Niño-Southern Oscillation (ENSO). We have generated two monthly resolved coral δ18O (δ18OCRL) records from a key region of the WPWP, the Republic of Palau (7′N, 135′E). The isotopic time series span the years 1793–2008 and 1899–2008. During the period of overlap, the two records are well correlated at interannual and annual periods. Multiple lines of evidence demonstrate a strong ENSO signal in Palau δ18OCRL. Our records are consistent with previous investigations of twentieth-century tropical Pacific climate variability. We identify a regionally coherent bi-decadal cycle in the WPWP following the termination of the Little Ice Age. The Palau δ18OCRL records show long-term trends towards warming/freshening, suggesting a century scale increase in the strength of the hydrologic cycle associated with the WPWP. Our study represents an important addition to the network of tropical paleo-archives.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7

References

  • Adams BJ, Mann ME, Ammann CM (2003) Proxy evidence for an El Niño-like response to volcanic forcing. Nature 426:274–278

    Article  Google Scholar 

  • Abram NJ, Gagan MK, Cole JE, Hantoro WS, Mudelsee M (2008) Recent intensification of tropical climate variability in the Indian Ocean. Nat Geosci 1:849–853

    Article  CAS  Google Scholar 

  • Asami R, Yamada T, Iryu Y, Quinn TM, Meyer CP, Paulay G (2005) Interannual and decadal variability of the western Pacific sea surface condition for the years 1787-2000: Reconstruction based on stable isotope record from a Guam coral. J Geophys Res 110. doi:10.1029/2004JC002555

  • Ault TR, Cole JE, Evans MN, Barnett H, Abram NJ, Tudhope AW, Linsley BK (2009) Intensified decadal variability in tropical climate during the late 19th century. Geophys Res Lett 36. doi:10.1029/2008GL036924

  • Bradley RS, Briffa KR, Cole J, Hughes MK, Osborn TJ (2003) The climate of the last millennium. In: Alverson K, Bradley RS, Pedersen TF (eds) Paleoclimate, global change, and the future. Springer, Berlin Heidelberg New York, pp 105–141

    Chapter  Google Scholar 

  • Charles CD, Cobb K, Moore MD, Fairbanks RG (2003) Monsoon-tropical ocean interaction in a network of coral records spanning the 20th century. Mar Geol 201:207–222

    Article  Google Scholar 

  • Chenoweth M (2001) Two major volcanic cooling episodes derived from global marine air temperature, AD 1807–1827. Geophys Res Lett 28:2963–2966

    Article  Google Scholar 

  • Choi J, An S-I, Kug J-S, Yeh S-W (2011) The role of mean state on changes in El Niño’s flavor. Clim Dyn 37:1205–1215

    Article  Google Scholar 

  • Clement AC, Seager R, Cane MA, Zebiak SE (1996) An Ocean Dynamical Thermostat. J Clim 9:2190–2196

    Article  Google Scholar 

  • Cobb KM, Charles CD, Cheng H, Edwards RL (2003) El Nino/Southern Oscillation and tropical Pacific climate during the last millennium. Nature 424:271–276

    Article  CAS  PubMed  Google Scholar 

  • Cobb KM, Westphal N, Sayani HR, Watson JT, Di Lorenzo E, Cheng H, Edwards RL, Charles CD (2013) Highly Variable El Niño-Southern Oscillation Throughout the Holocene. Science 339:67–70

    Article  CAS  PubMed  Google Scholar 

  • Cole JE, Dunbar RB, McClanahan TR, Muthiga NA (2000) Tropical Pacific Forcing of Decadal SST Variability in the Western Indian Ocean over the Past Two Centuries. Science 287:617–619

    Article  CAS  PubMed  Google Scholar 

  • Cole-Dai J, Ferris D, Lanciki A, Savarino J, Baroni M, Thiemens MH (2009) Cold decade (AD 1810–1819) caused by Tambora (1815) and another (1809) stratospheric volcanic eruption. Geophys Res Lett 36. doi:10.1029/2009GL040882

  • Collins M, An S-I, Cai W, Ganachaud A, Guilyardi E, Jin F-F, Jochum M, Lengaigne M, Power S, Timmermann A, Vecchi G, Wittenberg A (2010) The impact of global warming on the tropical Pacific Ocean and El Nino. Nat Geosci 3:391–397

    Article  CAS  Google Scholar 

  • Cravatte S, Delcroix T, Zhang D, McPhaden M, Leloup J (2009) Observed freshening and warming of the western Pacific Warm Pool. Clim Dyn 33:565–589

    Article  Google Scholar 

  • Crowley TJ, Zielinski G, Vinther B, Udisti R, Kreutz K, Cole-Dai J, Castellano E (2008) Volcanism and the Little Ice Age. PAGES News 16:22–23

    Google Scholar 

  • D’Arrigo R, Wilson R, Palmer J, Krusic P, Curtis A, Sakulich J, Bijaksana S, Zulaikah S, Ngkoimani LO, Tudhope A (2006) The reconstructed Indonesian warm pool sea surface temperatures from tree rings and corals: Linkages to Asian monsoon drought and El Niño–Southern Oscillation. Paleoceanography 21. doi:10.1029/2005PA001256

  • Delcroix T, Alory G, Cravatte S, Corrège T, McPhaden MJ (2011) A gridded sea surface salinity data set for the tropical Pacific with sample applications (1950-2008). Deep-Sea Res Part 1 58:38–48

    Article  CAS  Google Scholar 

  • DeLong KL, Quinn TM, Taylor FW (2007) Reconstructing twentieth-century sea surface temperature variability in the southwest Pacific: A replication study using multiple coral Sr/Ca records from New Caledonia. Paleoceanography 22. doi:10.1029/2007PA001444

  • DeLong KL, Quinn TM, Taylor FW, Lin K, Shen C-C (2012) Sea surface temperature variability in the southwest tropical Pacific since AD 1649. Nat Clim Chang 2:799–804

    Article  CAS  Google Scholar 

  • Deser C, Phillips AS, Tomas RA, Okumura YM, Alexander MA, Capotondi A, Scott JD, Kwon Y-O, Ohba M (2012) ENSO and Pacific Decadal Variability in the Community Climate System Model Version 4. J Clim 25:2622–2651

    Article  Google Scholar 

  • Dunbar RB, Wellington GM, Colgan MW, Glynn PW (1994) Eastern Pacific Sea Surface Temperature Since 1600 A.D.: The d18O Record of Climate Variability in Galápagos Corals. Paleoceanography 9:291–315

    Article  Google Scholar 

  • Durack PJ, Wijffels SE (2010) Fifty-Year Trends in Global Ocean Salinities and Their Relationship to Broad-Scale Warming. J Clim 23:4342–4362

    Article  Google Scholar 

  • Durack PJ, Wijffels SE, Matear RJ (2012) Ocean Salinities Reveal Strong Global Water Cycle Intensification During 1950 to 2000. Science 336:455–458

    Article  CAS  PubMed  Google Scholar 

  • Emile-Geay J, Seager R, Cane MA, Cook ER, Haug GH (2008) Volcanoes and ENSO over the Past Millennium. J Clim 21:3134–3148

    Article  Google Scholar 

  • Evans MN, Kaplan A, Cane MA (2002) Pacific sea surface temperature field reconstruction from coral δ18O data using reduced space objective analysis. Paleoceanography 17. doi:10.1029/2000PA000590

  • Fairbanks RG, Evans MN, Rubenstone JL, Mortlock RA, Broad K, Moore MD, Charles CD (1997) Evaluating climate indices and their geochemical proxies measured in corals. Coral Reefs 16:S93–S100

    Article  Google Scholar 

  • Folland CK, Renwick JA, Salinger MJ, Mullan AB (2002) Relative influences of the interdecadal Pacific oscillation and ENSO on the South Pacific convergence zone. Geophys Res Lett 29:1643

    Article  Google Scholar 

  • Fu R, Del Genio AD, Rossow WB (1994) Influence of Ocean Surface Conditions on Atmospheric Vertical Thermodynamic Structure and Deep Convection. J Clim 7:1092–1108

    Article  Google Scholar 

  • Gagan MK, Hendy EJ, Haberle SG, Hantoro WS (2004) Post-glacial evolution of the Indo-Pacific Warm Pool and El Niño-Southern oscillation. Quaternary Int 118–119:127–143

    Article  Google Scholar 

  • Gagan MK, Ayliffe LK, Beck JW, Cole JE, Druffel ERM, Dunbar RB, Schrag DP (2000) New views of tropical paleoclimates from corals. Quaternary Sci Rev 19:45–64

    Article  Google Scholar 

  • Gergis J, Fowler A (2009) A history of ENSO events since A.D. 1525: implications for future climate change. Clim Change 92:343–387

    Article  Google Scholar 

  • Ghil M, Allen MR, Dettinger MD, Ide K, Kondrashov D, Mann ME, Robertson AW, Saunders A, Tian Y, Varadi F, Yiou P (2002) Advanced spectral methods for climatic time series. Rev Geophys 40. doi:10.1029/2000RG000092

  • Gorman MK, Quinn TM, Taylor FW, Partin JW, Cabioch G, Austin JA, Jr., Pelletier B, Ballu V, Maes C, Saustrup S (2012) A coral-based reconstruction of sea surface salinity at Sabine Bank, Vanuatu from 1842 to 2007 CE. Paleoceanography 27. doi:10.1029/2012PA002302

  • Grottoli AG, Adkins JF, Panero WR, Reaman DM, Moots K (2010) Growth rates, stable oxygen isotopes (δ18O), and strontium (Sr/Ca) composition in two species of Pacific sclerosponges (Acanthocheatetes wellsi and Astrosclera willeyana) with δ18O calibration and application to paleoceanography. J Geophys Res 115. doi:10.1029/2009JC005586

  • Guilyardi E, Wittenberg A, Fedorov A, Collins M, Wang CZ, Capotondi A, Oldenborgh GJv, Stockdale T (2009) Understanding El Niño in ocean-atmosphere general circulation models: progress and challenges. Bull Am Meteorol Soc 90:325–340

    Article  Google Scholar 

  • Hendy EJ, Gagan MK, Alibert CA, McCulloch MT, Lough JM, Isdale PJ (2002) Abrupt Decrease in Tropical Pacific Sea Surface Salinity at End of Little Ice Age. Science 295:1511–1514

    Article  CAS  PubMed  Google Scholar 

  • Hereid KA, Quinn TM, Taylor FW, Shen C-C, Lawrence Edwards R, Cheng H (2013) Coral record of reduced El Niño activity in the early 15th to middle 17th centuries. Geology 41:51–54

    Article  Google Scholar 

  • Iijima H, Kayanne H, Morimoto M, Abe O (2005) Interannual sea surface salinity changes in the western Pacific from 1954 to 2000 based on coral isotope analysis. Geophys Res Lett 32. doi:10.1029/2004GL022026

  • Johnson NC, Xie S-P (2010) Changes in the sea surface temperature threshold for tropical convection. Nat Geosci 3:842–845

    Article  CAS  Google Scholar 

  • Kleeman R, McCreary JP, Klinger BA (1999) A mechanism for generating ENSO decadal variability. Geophys Res Lett 26:1743–1746

    Article  Google Scholar 

  • Kosaka Y, Xie S-P (2013) Recent global-warming hiatus tied to equatorial Pacific surface cooling. Nature 501:403–407

    Article  CAS  PubMed  Google Scholar 

  • Li J, Xie S-P, Cook ER, Huang G, D’Arrigo R, Liu F, Ma J, Zheng X-T (2011) Interdecadal modulation of El Nino amplitude during the past millennium. Nat Clim Chang 1:114–118

    Article  CAS  Google Scholar 

  • Linsley BK, Messier RG, Dunbar RB (1999) Assessing between-colony oxygen isotope variability in the coral Porites lobata at Clipperton Atoll. Coral Reefs 18:13–27

    Article  Google Scholar 

  • Linsley BK, Ren L, Dunbar RB, Howe SS (2000) El Niño Southern Oscillation (ENSO) and decadal-scale climate variability at 10°N in the eastern Pacific from 1893 to 1994: A coral-based reconstruction from Clipperton Atoll. Paleoceanography 15:322–335

    Article  Google Scholar 

  • Linsley BK, Zhang P, Kaplan A, Howe SS, Wellington GM (2008) Interdecadal-decadal climate variability from multicoral oxygen isotope records in the South Pacific Convergence Zone region since 1650 A.D. Paleoceanography 23. doi:10.1029/2007PA001539

  • Linsley BK, Wellington GM, Schrag DP, Ren L, Salinger MJ, Tudhope AW (2004) Geochemical evidence from corals for changes in the amplitude and spatial pattern of South Pacific interdecadal climate variability over the last 300 years. Clim Dyn 22:1–11

    Article  Google Scholar 

  • Linsley BK, Kaplan A, Gouriou Y, Salinger J, Demenocal PB, Wellington GM, Howe SS (2006) Tracking the extent of the South Pacific Convergence Zone since the early 1600s. Geochemistry Geophysics Geosystems 7:Q05003

    Article  Google Scholar 

  • Liu Z (2012) Dynamics of Interdecadal Climate Variability: A Historical Perspective*. J Clim 25:1963–1995

    Article  Google Scholar 

  • Lough JM (2004) A strategy to improve the contribution of coral data to high-resolution paleoclimatology. Palaeogeogr Palaeoclimatol Palaeoecol 204:115–143

    Article  Google Scholar 

  • Lough JM (2010) Climate records from corals. Wiley Interdiscip Rev Clim Change 1:318–331

    Article  Google Scholar 

  • Mann ME, Cane MA, Zebiak SE, Clement A (2005) Volcanic and Solar Forcing of the Tropical Pacific over the Past 1000 Years. J Clim 18:447–456

    Article  Google Scholar 

  • Mann ME, Zhang Z, Rutherford S, Bradley RS, Hughes MK, Shindell D, Ammann C, Faluvegi G, Ni F (2009) Global Signatures and Dynamical Origins of the Little Ice Age and Medieval Climate Anomaly. Science 326:1256–1260

    Article  CAS  PubMed  Google Scholar 

  • Mantua NJ, Hare SR (2002) The Pacific decadal oscillation. J Oceanogr 58:35–44

    Article  Google Scholar 

  • Meehl GA, Tebaldi C, Teng H, Peterson TC (2007) Current and future U.S. weather extremes and El Niño. Geophys Res Lett 34. doi:10.1029/2007GL031027

  • Millero FJ, Feistel R, Wright DG, McDougall TJ (2008) The composition of Standard Seawater and the definition of the Reference-Composition Salinity Scale. Deep-Sea Res Part I 55:50–72

    Article  Google Scholar 

  • Moore MD, Charles CD, Rubenstone JL, Fairbanks RG (2000) U/Th-dated sclerosponges from the Indonesian Seaway record subsurface adjustments to west Pacific Winds. Paleoceanography 15:404–416

    Article  Google Scholar 

  • Morimoto M, Abe O, Kayanne H, Kurita N, Matsumoto E, Yoshida N (2002) Salinity records for the 1997–98 El Niño from Western Pacific corals. Geophys Res Lett 29:31–34

    Article  Google Scholar 

  • Newman M, Compo GP, Alexander MA (2003) ENSO-forced variability of the Pacific Decadal Oscillation. J Clim 16:3853–3857

    Article  Google Scholar 

  • Oppo DW, Rosenthal Y, Linsley BK (2009) 2,000-year-long temperature and hydrology reconstructions from the Indo-Pacific warm pool. Nature 460:1113–1116

    Article  CAS  PubMed  Google Scholar 

  • Osborne MC, Dunbar RB, Mucciarone DA, Sanchez-Cabeza J-A, Druffel E (2013) Regional calibration of coral-based climate reconstructions from Palau, West Pacific Warm Pool (WPWP). Palaeogeogr Palaeoclimatol Palaeoecol 386:308–320

    Article  Google Scholar 

  • Quinn TM, Taylor FW, Crowley TJ (2006) Coral-based climate variability in the Western Pacific Warm Pool since 1867. J Geophys Res 111. doi:10.1029/2007JC003243

  • Quinn TM, Crowley TJ, Taylor FW, Henin C, Joannot P, Join Y (1998) A multicentury stable isotope record from a New Caledonia coral: Interannual and decadal sea surface temperature variability in the southwest Pacific since 1657 A.D. Paleoceaography 13:412–426

    Article  Google Scholar 

  • Rayner NA, Parker DE, Horton EB, Folland CK, Alexander LV, Rowell DP, Kent EC, Kaplan A (2003) Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century. J Geophys Res D 108. doi:10.1029/2002JD002670

  • Shen C, Wang WC, Gong W, Hao Z (2006) A Pacific Decadal Oscillation record since 1470 AD reconstructed from proxy data of summer rainfall over eastern China. Geophys Res Lett 33. doi:10.1029/2005GL024804

  • Smittenberg RH, Saenger C, Dawson MN, Sachs JP (2011) Compound-specific D/H ratios of the marine lakes of Palau as proxies for West Pacific Warm Pool hydrologic variability. Quaternary Sci Rev 30:921–933

    Article  Google Scholar 

  • Solomon A, Goddard L, Kumar A, Carton J, Deser C, Fukumori I, Greene AM, Hegerl G, Kirtman B, Kushnir Y, Newman M, Smith D, Vimont D, Delworth T, Meehl GA, Stockdale T (2011) Distinguishing the Roles of Natural and Anthropogenically Forced Decadal Climate Variability. Bull Am Meteorol Soc 92:141–156

    Article  Google Scholar 

  • Stephans CL, Quinn TM, Taylor FW, Corrège T (2004) Assessing the reproducibility of coral-based climate records. Geophys Res Lett 31. doi:10.1029/2004GL020343

  • Sun D-Z (2003) A Possible Effect of an Increase in the Warm-Pool SST on the Magnitude of El Niño Warming. J Clim 16:185–205

    Article  Google Scholar 

  • Timmermann A, Oberhuber J, Bacher A, Esch M, Latif M, Roeckner E (1999) Increased El Nino frequency in a climate model forced by future greenhouse warming. Nature 398:694–697

    Article  CAS  Google Scholar 

  • Trenberth KE, Shea DJ (1987) On the Evolution of the Southern Oscillation. Mon Weather Rev 115:3078–3096

    Article  Google Scholar 

  • Tudhope AW, Shimmield GB, Chilcott CP, Jebb M, Fallick AE, Dalgleish AN (1995) Recent changes in climate in the far western equatorial Pacific and their relationship to the Southern Oscillation; oxygen isotope records from massive corals, Papua New Guinea. Earth Planet Sci Lett 136:575–590

    Article  CAS  Google Scholar 

  • Tudhope AW, Chilcott CP, McCulloch MT, Cook ER, Chappell J, Ellam RM, Lea DW, Lough JM, Shimmield GB (2001) Variability in the El Nino-Southern Oscillation Through a Glacial-Interglacial Cycle. Science 291:1511–1517

    Article  CAS  PubMed  Google Scholar 

  • Urban FE, Cole JE, Overpeck JT (2000) Influence of mean climate change on climate variability from a 155-year tropical Pacific coral record. Nature 407:989–993

    Article  CAS  PubMed  Google Scholar 

  • van Oldenborgh GJ, Burgers G (2005) Searching for decadal variations in ENSO precipitation teleconnections. Geophys Res Lett 32. doi:10.1029/2005GL023110

  • Vautard R, Ghil M (1989) Singular spectrum analysis in nonlinear dynamics, with applications to paleoclimatic time series. Physica D 35:395–424

    Article  Google Scholar 

  • Vautard R, Yiou P, Ghil M (1992) Singular-spectrum analysis: A toolkit for short, noisy chaotic signals. Physica D 58:95–126

    Article  Google Scholar 

  • Vecchi GA, Wittenberg AT (2010) El Niño and our future climate: where do we stand? Wiley Interdiscip Rev Clim Change 1:260–270

    Google Scholar 

  • Verdon DC, Franks SW (2006) Long-term behaviour of ENSO: Interactions with the PDO over the past 400 years inferred from paleoclimate records. Geophys Res Lett 33. doi:10.1029/2005GL025052

  • Wang H, Mehta VM (2008) Decadal variability of the Indo-Pacific Warm Pool and it’s association with atmospheric and oceanic variability in the NCEP-NCAR and SODA reanalyses. J Clim 21:5545–5565

    Article  Google Scholar 

  • Wentz FJ, Ricciardulli L, Hilburn K, Mears C (2007) How much more rain will global warming bring? Science 317:233–235

    Article  CAS  PubMed  Google Scholar 

  • Wilson R, Tudhope A, Brohan P, Briffa K, Osborn T, Tett S (2006) Two-hundred-fifty years of reconstructed and modeled tropical temperatures. J Geophys Res C 111. doi:10.1029/2005JC003188

  • Wittenberg AT (2009) Are historical records sufficient to constrain ENSO simulations? Geophys Res Lett 36. doi:10.1029/2009GL038710

  • Wolter K, Timlin MS (2011) El Niño/Southern Oscillation behaviour since 1871 as diagnosed in an extended multivariate ENSO index (MEI.ext). Int J Climatol 31:1074–1087

    Article  Google Scholar 

  • Xie P, Arkin PA (1997) Global Precipitation: A 17-Year Monthly Analysis Based on Gauge Observations, Satellite Estimates, and Numerical Model Outputs. Bull Am Meteorol Soc 78:2539–2558

    Article  Google Scholar 

  • Yeh, Sang W, Kug, Jong S, Dewitte, Boris, Kwon, Min H, Kirtman, Ben P, Jin, Fei F (2009) El Niño in a changing climate. Nature 461:511–514

Download references

Acknowledgments

The authors wish to acknowledge support provided by the IAEA Coordinated Research Project ‘Nuclear and isotopic studies of the El Niño phenomenon in the ocean’ for the acquisition of Palau coral cores in 2008. We thank Saber Al-Rousan and Stéphanie Reynaud for assistance with coral drilling as well as Captain Jim Persinger for able vessel support. Dr. Pat Colin generously provided information about coral drilling targets as well as temperature logger data. Analytical costs were supported by U.S. National Science Foundation grant OCE-0941199 and the Stanford University Stable Isotope Biogeochemistry Laboratory.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Michael C. Osborne.

Additional information

Communicated by Geology Editor Prof. Chris Perry

Electronic supplementary material

Below is the link to the electronic supplementary material.

338_2014_1146_MOESM1_ESM.eps

ESM Figure S1. Google Earth aerial images of study site (modified from Osborne et al. 2013). a Palau with coral collection sites indicated in red dashed boxes b Ulong Channel located along western barrier reef c Rock Islands located within a restricted embayment. (EPS 8229 kb)

338_2014_1146_MOESM2_ESM.eps

ESM Figure S2. X-ray positive images for Ulong Channel and Rock Islands with 10-year increments displayed. Black lines indicated sampling transects along coral growth axes. (EPS 3935 kb)

338_2014_1146_MOESM3_ESM.eps

ESM Figure S3. Regression results between Palau δ18OCRL records and HadISST at annual resolution. a UC-SST regression. b RI-SST regression. c 30-year sliding correlation between annual δ18OCRL and HadISST (UC in black, RI in grey). (EPS 646 kb)

338_2014_1146_MOESM4_ESM.eps

ESM Figure S4. MTM analyses for a Bali b D’Arrigo 2006 c Guam and d New Caledonia. Resolution = 2, tapers = 3. Smoothed lines equal 99 (dot-dash), 95 (dotted), and 90% (dashed) confidence levels, and numbers indicate frequency cycles year-1 above 90% confidence. All records have been annualized and detrended. As the time span for each record varies, we performed MTM beginning in 1793 (i.e., the start of the UC δ18OCRL record) up to the most recent data point available for each time series. (EPS 1293 kb)

Rights and permissions

Reprints and permissions

About this article

Cite this article

Osborne, M.C., Dunbar, R.B., Mucciarone, D.A. et al. A 215-yr coral δ18O time series from Palau records dynamics of the West Pacific Warm Pool following the end of the Little Ice Age. Coral Reefs 33, 719–731 (2014). https://doi.org/10.1007/s00338-014-1146-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00338-014-1146-1

Keywords

Navigation