Abstract
Responding to a discrepancy between dendro-reconstruction and climate model during large volcano eruptions, scientists have been debating a missing tree ring (MTR) hypothesis—trees missing an annual ring at a large scale due to extreme cooling. Although both parties claim victory, their arguments are shown to be compromised in our analysis. On the one hand, one party’s argument based on the rarity of missing rings in current data cannot serve as evidence against the MTR because data collection methods already assume the MTR to be impossible; on the other, the other party’s hypothesis testing cannot support the MTR because it merely shows that data in volcanic years are less certain, which is known. Lastly, our analysis highlights a current knowledge gap in tree growth in extreme conditions and thus we urge scientists to perform natural and interventional experiments to understand tree growth limitations. Filling this gap will enhance dendro-reconstructions.


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Notes
SG13 find that the highest missing rate is 11.3%. A 17.9% in Mongolia is also seen (Zhu 2016, 46).
Note that statistical analyses and software will not help mitigate the problem either because (1) statistical analyses based on correlation are merely an “automatization” of the majority-rules logic; and (2) decisions are still made by experienced dendrochronologists and the software will not say “I think 92% of the rings are missing and the remaining 8% of narrow rings are not anomalies.”.
For example, dendroclimatologists try to determine the most suitable proxy parameter for temperature reconstruction by comparing latewood maximum density and ring width (Büntgen et al. 2015; Esper et al. 2015; Stoffel et al. 2015; Tingley et al. 2014). Spatial statistics is used to reconstruct annual maps of temperature anomalies that is consistent with volcanism (Anchukaitis et al. 2017). Other paleo-proxies have been used to reconstruct the heterogeneity of NH cooling following large volcanic eruptions (Guillet et al. 2017). Data assimilation is also used to examine the effect of biological memory and spatial coverage (Zhu et al. 2020).
Or if the cooling events in question were far apart in the record from the extreme summers relevant to the MTR.
References
Anchukaitis KJ, Breitenmoser P, Briffa KR, Buchwal A, Büntgen U, Cook ER, D’Arrigo RD et al (2012) Tree rings and volcanic cooling. Nat Geosci 5(12):836–837. https://doi.org/10.1038/ngeo1645
Anchukaitis KJ, Wilson R, Briffa KR, Büntgen U, Cook ER, D’Arrigo R, Davi N et al (2017) Last millennium Northern Hemisphere summer temperatures from tree rings: part II, spatially resolved reconstructions. Quat Sci Rev 163(May):1–22. https://doi.org/10.1016/j.quascirev.2017.02.020
Beisbart C, Norton JD (2012) Why Monte Carlo simulations are inferences and not experiments. Int Stud Philos Sci 26(4):403–422. https://doi.org/10.1080/02698595.2012.748497
Büntgen U, Wacker L, Nicolussi K, Sigl M, Güttler D, Tegel W, Krusic PJ, Esper J (2014) Extraterrestrial confirmation of tree-ring dating. Nat Clim Chang 4(6):404–405. https://doi.org/10.1038/nclimate2240
Büntgen U, Trnka M, Krusic PJ, Kyncl T, Kyncl J, Luterbacher J, Zorita E et al (2015) Tree-ring amplification of the early nineteenth-century summer cooling in Central Europe. J Clim 28(13):5272–5288. https://doi.org/10.1175/JCLI-D-14-00673.1
Büntgen U, Lukas Wacker J, Galván D, Arnold S, Arseneault D, Baillie M, Beer J et al (2018) Tree rings reveal globally coherent signature of cosmogenic radiocarbon events in 774 and 993 CE. Nat Commun 9(1):3605. https://doi.org/10.1038/s41467-018-06036-0
Cook ER, Kairiūkštis LA (eds) (1990) Methods of dendrochronology: applications in the environmental sciences. Springer, Netherlands. https://doi.org/10.1007/978-94-015-7879-0
D’Arrigo R, Wilson R, Jacoby G (2006) On the long-term context for late twentieth century warming. J Geophys Res Atmos 111(D3). https://doi.org/10.1029/2005JD006352
D’Arrigo R, Wilson R, Anchukaitis KJ (2013) Volcanic cooling signal in tree ring temperature records for the past millennium. J Geophys Res Atmos 118(16):9000–9010. https://doi.org/10.1002/jgrd.50692
Earle CJ, Brubaker LB, Lozhkin AV, Anderson PM (1994) Summer temperature since 1600 for the Upper Kolyma Region, Northeastern Russia, reconstructed from tree rings. Arct Alp Res 26(1):60–65. https://doi.org/10.1080/00040851.1994.12003040
Edwards PN (2010) Parametrics and the limits of knowledge. In: A vast machine: computer models, climate data, and the politics of global warming. MIT Press. https://books.google.com/books?hl=zh-CN&lr=&id=K9_LsJBCqWMC&oi=fnd&pg=PR7&dq=Edwards+PN+(2010)+Parametrics+and+the+limits+of+knowledge.+In:+A+vast+machine:+computer+models,+climate+data,+and+the+politics+of+global+warming.+MIT+Press&ots=EQyc15wYhR&sig=tIlIeU
Esper J, Büntgen U, Luterbacher J, Krusic PJ (2013) Testing the hypothesis of post-volcanic missing rings in temperature sensitive dendrochronological data. Dendrochronologia 31(3):216–222. https://doi.org/10.1016/j.dendro.2012.11.002
Esper J, Schneider L, Smerdon JE, Schöne BR, Büntgen U (2015) Signals and memory in tree-ring width and density data. Dendrochronologia 35(October):62–70. https://doi.org/10.1016/j.dendro.2015.07.001
Fowler AM (2015) Are cosmogenic events about to revolutionise the crossdating of multi-millennial tree-ring chronologies? Dendrochronologia 35(October):1–3. https://doi.org/10.1016/j.dendro.2015.05.004
Grissino-Mayer HD (2001) Evaluating crossdating accuracy: a manual and tutorial for the computer program COFECHA. Tree-Ring Res 57(2):205–221
Grundmann BM, Bonn S, Roloff A (2008) Cross-dating of highly sensitive common beech (Fagus Sylvatica L.) tree-ring series with numerous missing rings. Dendrochronologia 26(2):109–113. https://doi.org/10.1016/j.dendro.2008.05.002
Guillet S, Corona C, Stoffel M, Khodri M, Lavigne F, Ortega P, Eckert N et al (2017) Climate response to the Samalas Volcanic Eruption in 1257 revealed by proxy records. Nat Geosci 10(2):123–128. https://doi.org/10.1038/ngeo2875
Helama S, Arppe L, Uusitalo J, Holopainen J, Mäkelä HM, Mäkinen H, Mielikäinen K et al (2018) Volcanic dust veils from sixth century tree-ring isotopes linked to reduced irradiance, primary production and human health. Sci Rep 8(1):1339. https://doi.org/10.1038/s41598-018-19760-w
Knutti R (2018) Climate model confirmation: from philosophy to predicting climate in the real world. In: Lloyd EA, Winsberg E (eds) Climate modelling: philosophical and conceptual issues. Springer, p 325–59
LeGrande AN, Tsigaridis K, Bauer SE (2016) Role of atmospheric chemistry in the climate impacts of stratospheric volcanic injections. Nat Geosci 9(9):652–655. https://doi.org/10.1038/ngeo2771
Leland C, Hom J, Nicholas Skowronski F, Ledig T, Krusic PJ, Cook ER, Martin-Benito D, Martin-Fernandez J, Pederson N (2016) Missing rings, synchronous growth, and ecological disturbance in a 36-year pitch pine (Pinus Rigida) provenance study. PLoS ONE 11(5):e0154730. https://doi.org/10.1371/journal.pone.0154730
Lloyd EA (2012) The role of ‘complex’ empiricism in the debates about satellite data and climate models. Stud Hist Philos Sci A Struct Strateg Ancient Greek Roman Tech Writ 43(2):390–401. https://doi.org/10.1016/j.shpsa.2012.02.001
Lloyd EA (2015a) Model robustness as a confirmatory virtue: the case of climate science. Stud Hist Philos Sci A 49(February):58–68. https://doi.org/10.1016/j.shpsa.2014.12.002
Lloyd EA (2015b) Adaptationism and the logic of research questions: how to think clearly about evolutionary causes. Biol Theory 10(4):343–362. https://doi.org/10.1007/s13752-015-0214-2
Lorimer CG, Dahir SE, Singer MT (1999) Frequency of partial and missing rings in Acer saccharum in relation to canopy position and growth rate. Plant Ecol 143(2):189–202. https://doi.org/10.1023/A:1009847819158
Mann M (2018) Reconciling climate model/data discrepancies: The case of the ‘Trees that didn’t bark. In: Lloyd EA, Winsberg E (eds) Climate modelling: Philosophical and conceptual issues. Springer, p 175–97
Mann ME, Fuentes JD, Rutherford S (2012a) Underestimation of volcanic cooling in tree-ring-based reconstructions of hemispheric temperatures. Nat Geosci 5(3):202–205. https://doi.org/10.1038/ngeo1394
Mann ME, Fuentes JD, Rutherford S (2012b) Reply to ‘tree rings and volcanic cooling.’ Nat Geosci 5(12):837–838. https://doi.org/10.1038/ngeo1646
Mann ME, Rutherford S, Schurer A, Tett SFB, Fuentes JD (2013) Discrepancies between the modeled and proxy-reconstructed response to volcanic forcing over the past millennium: implications and possible mechanisms. J Geophys Res Atmos 118(14):7617–7627. https://doi.org/10.1002/jgrd.50609
Neukom R, Schurer AP, Steiger NJ, Hegerl GC (2018) Possible causes of data model discrepancy in the temperature history of the last millennium. Sci Rep 8(May). https://doi.org/10.1038/s41598-018-25862-2
Neukom R, Barboza LA, Erb MP, Shi F, Emile-Geay J, Evans MN, Franke J et al (2019) Consistent multidecadal variability in global temperature reconstructions and simulations over the common era. Nat Geosci 12(8):643–649. https://doi.org/10.1038/s41561-019-0400-0
O’Loughlin R (2021) Robustness reasoning in climate model comparisons. Studies in History and Philosophy of Science Part A 85:34–43
Parker W (2009) II—confirmation and adequacy-for-purpose in climate modelling. Aristot Soc Suppl 83(1):233–249. https://doi.org/10.1111/j.1467-8349.2009.00180.x
Parker W (2020) Local model-data symbiosis in meteorology and climate science. Philos Sci. https://doi.org/10.1086/710621
Robock A (2000) Volcanic eruptions and climate. Rev Geophys 38(2):191–219. https://doi.org/10.1029/1998RG000054
Robock A (2005) Cooling following large volcanic eruptions corrected for the effect of diffuse radiation on tree rings. Geophys Res Lett 32(6):L06702. https://doi.org/10.1029/2004GL022116
Rutherford S, Mann ME (2014) Missing tree rings and the AD 774–775 radiocarbon event. Nat Clim Chang 4(8):648–649. https://doi.org/10.1038/nclimate2315
Self S, Zhao J-X, Holasek RE, Torres RC, King AJ (1993) The atmospheric impact of the 1991 Mount Pinatubo Eruption. Contractor Report (CR) 19990021520. NASA. https://ntrs.nasa.gov/citations/19990021520. Accessed Aug 2020
Sherwood SC, Webb MJ, Annan JD, Armour KC, Forster PM, Hargreaves JC, Hegerl G et al (2020) An assessment of earth’s climate sensitivity using multiple lines of evidence. Rev Geophys 58(4):e2019RG000678. https://doi.org/10.1029/2019RG000678
Sigl M, Winstrup M, McConnell JR, Welten KC, Plunkett G, Ludlow F, Büntgen U et al (2015) Timing and climate forcing of volcanic eruptions for the past 2,500 years. Nature 523(7562):543–549. https://doi.org/10.1038/nature14565
Simard SW, Beiler KJ, Bingham MA, Deslippe JR, Philip LJ, Teste FP (2012) Mycorrhizal networks: mechanisms, ecology and modelling. Fungal Biol Rev 26(1):39–60. https://doi.org/10.1016/j.fbr.2012.01.001
St. George S, Anchukaitis KJ (2015) On the AD 1858 Tambora Eruption and the matter of misplaced tree rings. Volcanoes and climate, 60. https://pastglobalchanges.org/sites/default/files/download/docs/magazine/2015-2/PAGESmagazine_2015(2)_Full_LoQual.pdf#page=20
St. George S, Ault TR, Torbenson MCA (2013) The rarity of absent growth rings in Northern Hemisphere forests outside the American Southwest. Geophys Res Lett 40(14):3727–31. https://doi.org/10.1002/grl.50743
Stevenson S, Fasullo JT, Otto-Bliesner BL, Tomas RA, Gao C (2017) Role of eruption season in reconciling model and proxy responses to tropical volcanism. Proc Natl Acad Sci 114(8):1822–1826. https://doi.org/10.1073/pnas.1612505114
Stevenson S, Otto-Bliesner BL, Brady EC, Nusbaumer J, Tabor C, Tomas R, Noone DC, Liu Z (2019) Volcanic eruption signatures in the isotope-enabled last millennium ensemble. Paleoceanogr Paleoclimatol 34(8):1534–1552. https://doi.org/10.1029/2019PA003625
Stine AR, Tingley MP, Huybers P (2015) Illuminating the volcanic signal in tree rings. Past Glob Chang Mag 23 (2): 62–63. https://doi.org/10.22498/pages.23.2.62
Stoffel M, Khodri M, Corona C, Guillet S, Poulain V, Bekki S, Guiot J et al (2015) Estimates of volcanic-induced cooling in the northern hemisphere over the past 1,500 years. Nat Geosci 8(10):784–788. https://doi.org/10.1038/ngeo2526
Stothers RB (2000) Climatic and demographic consequences of the massive volcanic eruption of 1258. Clim Chang 45:361–374
Timmreck C, Lorenz SJ, Crowley TJ, Kinne S, Raddatz TJ, Thomas MA, Jungclaus JH (2009) Limited temperature response to the very large AD 1258 Volcanic Eruption. Geophys Res Lett 36(21):1. https://doi.org/10.1029/2009GL040083
Tingley MP, Stine AR, Huybers P (2014) Temperature reconstructions from tree-ring densities overestimate volcanic cooling. Geophys Res Lett 41(22):7838–7845. https://doi.org/10.1002/2014GL061268
Wylie A (2020) Radiocarbon dating in archaeology: triangulation and traceability. In: S Leonelli, N Tempini (eds) Data journeys in the sciences. Springer International Publishing, Cham. p 285–301. https://doi.org/10.1007/978-3-030-37177-7_15
Zhu J (2016) Using tree-ring data to analyze the effects of volcanic eruptions on climate in Inner Asia from 500 BCE to present. Graduate Theses, Dissertations, and Problem Reports, January. https://doi.org/10.33915/etd.7147
Zhu F, Emile-Geay J, Hakim GJ, King J, Anchukaitis KJ (2020) Resolving the differences in the simulated and reconstructed temperature response to volcanism. Manuscript. https://doi.org/10.1002/essoar.10501607.2
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Li, D. If a tree grows no ring and no one is around: how scientists deal with missing tree rings. Climatic Change 174, 6 (2022). https://doi.org/10.1007/s10584-022-03424-w
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DOI: https://doi.org/10.1007/s10584-022-03424-w