Abstract
Reconstructing climate change quantitatively over millennial timescales is crucial for understanding the processes that affect the climate system. One of the best methods for producing high resolution, low error, quantitative summer air temperature reconstructions is through chironomid analyses. We analysed over 50 lakes from NW and W Iceland covering a range of environmental gradients in order to test whether the distribution of the Icelandic chironomid fauna was driven by summer temperature, or whether other environmental factors were more dominant. A range of analyses showed the main environmental controls on chironomid communities to be substrate (identified through loss-on-ignition and carbon content) and mean July air temperature, although other factors such as lake depth and lake area were also important. The nature of the Icelandic landscape, with numerous volcanic centres (many of which are covered by ice caps) that produce large quantities of ash, means that relative lake carbon content and summer air temperature do not co-vary, as they often do in other chironomid datasets within the Arctic as well as more temperate environments. As the chironomid–environment relationships are thus different in Iceland compared to other chironomid training sets, we suggest that using an Icelandic model is most appropriate for reconstructing past environmental change from fossil Icelandic datasets. Analogue matching of Icelandic fossil chironomid datasets with the Icelandic training set and another European chironomid training set support this assertion. Analyses of a range of chironomid-inferred temperature transfer functions suggest the best to be a two component WA-PLS model with r 2 jack = 0.66 and RMSEP = 1.095°C. Using this model, chironomid-inferred temperature reconstructions of early Holocene Icelandic sequences show the magnitude of temperature change compared to contemporary temperatures to be similar to other NW European chironomid sequences, suggesting that the predictive power of the model is good.
Similar content being viewed by others
References
Andersen C, Koç N, Moros, M (2004) A highly unstable Holocene climate in the subpolar North Atlantic: evidence from diatoms. Quaternary Sci Rev 23:2155–2166
Andresen CS, Bond G, Kuijpers A, Knutz PC, Björck S (2005) Holocene climate variability at multidecadal time scales detected by sedimentological indicators in a shelf core NW off Iceland. Mar Geol 214:323–338
Andrews JT, Giraudeau J (2003) Multi-proxy records showing significant Holocene environmental variability on the inner North Iceland Shelf (Hunafloí). Quaternary Sci Rev 22:175–193
Andrews JT, Harðardóttir J, Stoner JS, Mann ME, Kristjánsdóttir GB, Koç N (2003) Decadal to millennial-scale periodicities in North Iceland Shelf sediments over the last 12,000 cal yrs: long-term North Atlantic oceanographic variability and solar forcing. Earth Planet Sci Lett 210:453–465
Barley EM, Walker IR, Kurek J, Cwynar LC, Mathewes RW, Gajewski K, Finney BP (2006) A northwest North American training set: distribution of freshwater midges in relation to air temperature and lake depth. J Paleolimnol 36:295–314
Bedford A, Jones RT, Lang B, Brooks S, Marshall JD (2004) A Late-glacial chironomid record from Hawes water, northwest England. J Quaternary Sci 19:281–290
Bendle JAP, Rosell-Melé A (2007) High-resolution alkenone sea surface temperature variability on the North Icelandic Shelf: implications for Nordic Seas palaeoclimatic development during the Holocene. Holocene 17:9–24
Bigler C, Heiri O, Krskova R, Lotter AF, Sturm M (2006) Distribution of diatoms, chironomids and cladocera in surface sediments of thirty mountain lakes in south eastern Switzerland. Aquat Sci 68:154–171
Birks HJB (1998) Numerical tools in palaeolimnology – progress, potentialities, and problems. J Paleolimnol 20:307–332
Björnsson H (2003) The annual cycle of temperature in Iceland: the 1961–1990 average. Technical Report, Icelandic Meteorology Office
Brochmann C, Gabrielsen TM, Nordal I, Landvik JY, Elven R (2003) Glacial survival or tabula rasa? The history of North Atlantic biota revisited. Taxon 52:417–450
Brodersen KP, Odgaard B, Vestergaard O, Anderson NJ (2001) Chironomid stratigraphy in the shallow and eutrophic Lake Søbygaard, Denmark: chironomid-macrophyte co occurrence. Freshw Biol 46:253–267
Brooks SJ, Birks HJB (2000) Chironomid-inferred late-glacial and early-Holocene mean July air temperatures for Kråkenes Lake, western Norway. J Paleolimnol 23:77–89
Brooks SJ, Birks HJB (2001) Chironomid-inferred air temperatures from late-glacial and Holocene sites in north-west Europe: progress and problems. Quaternary Sci Rev 20:1723- 1741
Brooks SJ, Birks HJB (2004) The dynamics of Chironomidae populations in response to environmental change during the past 300 years in Spitsbergen. J Paleolimnol 31:483- 498
Brooks SJ, Langdon PG, Heiri O (2007) The identification and use of palaearctic chironomidae in palaeoecology. QRA Technical Guide No. 10, Quaternary Research Association, London
Buckland PC, Dugmore AD (1991) If this is a refugium, why are my feet so bloody cold? The origins of the Icelandic biota in the light of recent research. In: Maizels JK, Caseldine CJ (eds), Environmental change in Iceland: past and present. Kluwer, Dordrecht, pp 107–126
Caseldine CJ, Geirsdóttir Á, Langdon PG (2003) Efstadalsvatn—a multi-proxy study of a Holocene lacustrine sequence from NW Iceland. J Paleolimnol 30:55–73
Caseldine CJ, Dinnin MH, Hendon D, Langdon PG (2004) The Holocene development of the Icelandic biota and its palaeoclimatic significance. In Housley RA, Coles G (eds) Atlantic connections and adaptations: symposia of the association for environmental archaeology, No. 21, Oxbow Books, pp 182–190
Caseldine CJ, Langdon PG, Holmes N (2006) Early Holocene climate variability and the timing and extent of the holocene thermal maximum (HTM) in Northern Iceland. Quaternary Sci Rev 25:2314–2331
Castañeda IS, Smith LM, Kristjánsdóttir GB, Andrews JT (2004) Temporal changes in Holocene δ18O records from the northwest and central North Iceland shelf. J Quaternary Sci 19:321–334
Cuffey KM, Clow GD (1997) Temperature, accumulation, and ice sheet elevation in central Greenland through the last deglacial transition. J Geophys Res 102:26383–26396
Cuffey KM, Clow GD, Alley RB, Stuiver M, Waddington ED, Saltus RW (1995) Large Arctic temperature change at the Wisconsin-Holocene glacial transition. Science 270:455–458
Dean WE Jr (1974) Determination of carbonate and organic matter in calcareous sediments and sedimentary rocks by loss on ignition: comparison with other methods. J Sediment Petrol 44:242–248
Doner L (2003) Late-Holocene paleoenvironments of NW Iceland from lake sediments. Palaeogeogr Palaeoclimatol Palaeoecol 193:535–560
Einarsson Þ (1994) Geology of Iceland. Rocks and landscape. Mál og menning, Reykjavík
Einarsson Á, Haflidason H (1988) Predictive paleolimnology: effects of sediment dredging in Lake Mývatn, Iceland. Verh Internat Verein Limnol 23:860–869
Einarsson Á, Gardarsson A, Gíslasson GM, Ives IR (2002) Consumer-resource interactions and cyclic population dynamics of Tanytarsus gracilentus (Diptera: Chironomidae). J Anim Ecol 71:832–845
Eiríksson J, Knudsen K-L, Haflidason H, Henriksen P (2000) Late-glacial and Holocene palaeoceanography of the North Icelandic shelf. J Quaternary Sci 15:23–42
Gajewski K, Bouchard G, Wilson SE, Kurek J, Cwynar LC (2005) Distribution of Chironomidae (Insecta: Diptera) head capsules in recent sediments of Canadian Arctic lakes. Hydrobiologia 549:131–143
Gíslason GM, Hrafnsdóttir Th, Gardarsson A (1994) Long-term monitoring of numbers of Chironomidae and Simuliidae in the River Laxá, North Iceland. Verh Internat Verein Limnol 25:1492–1495
Hallsdóttir M, Caseldine CJ (2005) The Holocene vegetation history of Iceland, state-of-the-art and future research. In: Caseldine CJ, Russell A, Harðardóttir J, Knudsen Ó (eds), Iceland: modern processes and past environments. Elsevier, Amsterdam, pp 319–334
Heiri O, Lotter AF (2001) Effects of low count sums on quantitative environmental reconstructions: an example using subfossil chironomids. J Paleolimnol 26:343–350
Heiri O, Lotter AF, Hausmann S, Kienast F (2003a) A chironomid-based Holocene summer air temperature reconstruction from the Swiss Alps. Holocene 13:477–484
Heiri O, Wick L, van Leeuwen JFN, van der Knaap WO, Lotter AF (2003b) Holocene tree immigration and the chironomid fauna of a small Swiss subalpine lake (Hinterburgsee, 1515 m asl). Palaeogeogr Palaeoclimatol Palaeoecol 189:35–53
Heiri O, Millet L (2005) Reconstruction of Late Glacial summer temperatures from chironomid assemblages in Lac Lautrey (Jura, France). J Quaternary Sci 20:33–44
Holmes N (2006) Evaluating the use of subfossil chironomids for the reconstruction of Holocene climate in N and NW Iceland. Ph.D. dissertation, University of Exeter, UK
Hrafnsdóttir Th (2005) Diptera 2 (Chironomidae). Zoology of Iceland III 48b:1–169
Jiang H, Siedenkrantz M-S, Knudsen KL, Eiríksson J (2002) Late-Holocene summer sea surface temperatures based on a diatom record from the north Icelandic shelf. Holocene 12:137–147
Jónasson PM (1979) Ecology of eutrophic, subarctic Lake Myvatn and River Laxa. Oikos 32:1–308
Jónasson PM (1992) The ecosystem of Thingvallavatn: a synthesis. Oikos 64:405–434
Juggins S (2003) C2 User guide. Software for ecological and palaeoecological data analysis and visualisation. University of Newcastle, UK
Knudsen KL, Jiang H, Jansen E, Eiríksson J, Heinemeier J, Seidenkrantz M-S (2004) Environmental changes off North Iceland during the deglaciation and Holocene: foraminifera, diatoms and stable isotopes. Mar Micropaleontol 50:273–305
Korhola A, Olander H, Blom T (2000) Cladoceran and chironomid assemblages as quantitative indicators of water depth in subarctic Fennoscandian lakes. J Paleolimnol 24:43–54
Kurek J, Cwynar LC, Spear RW (2004) The 8200 cal yr BP cooling event in eastern North America and the utility of midge analysis for Holocene temperature reconstructions. Quaternary Sci Rev 23:627–639
Langdon PG, Ruiz Z, Wynne S, Sayer CD, Davidson TA (2008) Ecological influences on larval chironomid communities in shallow lakes: implications for palaeolimnological interpretations. Freshw Biol
Larocque I, Hall RI, Grahn E (2001) Chironomids as indicators of climate change: a 100-lake training set from a subarctic region of northern Sweden (Lapland). J Paleolimnol 26:307–322
Larocque I, Hall RI (2003) Chironomids as quantitative indicators of mean July air temperature: validation by comparison with century-long meteorological records from northern Sweden. J Paleolimnol 29:475–493
Larocque I, Hall RI (2004) Holocene temperature estimates and chironomid community composition in the Abisko valley, northern Sweden. Quaternary Sci Rev 23:2453–2465
Larocque I, Pienitz R, Rolland N (2006) Factors influencing the distribution of chironomids in lakes distributed along a latitudinal gradient in northwestern Quebec, Canada. Can J Fish Aquat Sci 63:1286–1297
Lindegaard C (1992) Zoobenthos ecology of Thingvallavatn: vertical distribution, abundance, population dynamics and production. Oikos 64:257–304
Nyman M, Korhola A, Brooks SJ (2005) The distribution and diversity of Chironomidae (Insecta: Diptera) in western Finnish Lapland, with special emphasis on shallow lakes. Glob Ecol Biogeogr 14:137–153
Oliver DR, Roussel ME (1983) The insects and arachnids of Canada: part 11. The genera of midges of Canada; Diptera: chironomidae, Publication 1746. Agriculture Canada, Ottawa
Porinchu DF, Cwynar LC (2000) The distribution of freshwater Chironomidae (Insecta: Diptera) across treeline near the lower Lena River, Northeast Siberia, Russia. Arct Antarct Alp Res 32:429–437
Quinlan R, Smol JP (2001) Setting minimum head capsule abundance and taxa deletion criteria in chironomid-based inference models. J Paleolimnol 26:327–342
Quinlan R, Douglas MSV, Smol JP (2005) Food web changes in arctic ecosystems related to climate warming. Glob Chan Biol 11:1381–1386
Ran L, Jiang H, Knudsen KL, Eiríksson J, Gu Z (2006) Diatom response to the Holocene climatic optimum on the North Icelandic shelf. Mar Micropaleontol 60:226–241
Renberg I (1991) The HON-Kajak sediment corer. J Paleolimnol 6:167–170
Rosén P, Segerström U, Erikson L, Renberg I, Birks HJB (2001) Holocene climatic change reconstructed from diatoms, chironomids, pollen and near-infrared spectroscopy at an alpine lake (Sjuodjijaure) in northern Sweden. Holocene 11:551–562
Rundgren M, Ingólfsson M (1999) Plant survival in Iceland during periods of glaciation? J Biogeogr 26:387–39
Seaby RM, Henderson PA (2006) Community Analysis Package, Version 3.01. Pisces Conservation Ltd., Lymington, UK
Schmid PE (1993) A key to the larval Chironomidae and their instars from Austrian Danube region streams and rivers, Part 1. Diamesinae, Prodiamesinae and Orthocladiinae. Federal Institute for Water Quality, Vienna
Seppä H, Nyman M, Korhola A, Weckström J (2002) Changes of treelines and alpine vegetation in relation to post-glacial climate dynamics in northern Fennoscandia based on pollen and chironomid records. J Quaternary Sci 17:287–301
Smith LM, Andrews JT, Castañeda IS, Kristjánsdóttir GB, Jennings AE, Sveinbjörnsdóttir ÁE (2005) Temperature reconstructions for SW and N Iceland waters over the last 10 cal ka based on δ18O records from planktic and benthic Foraminifera. Quaternary Sci Rev 24:1723–1740
Smol JP, Wolfe AP, Birks HJB, Douglas MSV, Jones VJ, Korhola A, Pienitz R, Rühland K, Sorvari S, Antoniades D, Brooks SJ, Fallu M-A, Hughes M, Keatley BE, Laing TE, Michelutti N, Nazarova L, Nyman M, Paterson AM, Perren B, Quinlan R, Rautio M, Saulnier-Talbot É, Siitonen S, Solovieva N, Weckström J (2005) Climate-driven regime shifts in the biological communities of arctic lakes. Proc Natl Acad Sci USA 102:4397–4402
ter Braak CJF, Smilauer P (1998) CANOCO Reference Manual and User’s Guide to Canoco for Windows: Software for Canonical Community Ordination (version 4.5.2). Microcomputer Power, Ithaca
Velle G, Brooks SJ, Birks HJB, Willassen E (2005) Chironomids as a tool for inferring Holocene climate: an assessment based on six sites in southern Scandinavia. Quaternary Sci Rev 24:1429–1462
Walker IR, Cwynar LC (2006) Midges and palaeotemperature reconstruction—the North American experience. Quaternary Sci Rev 25:1911–1925
Wastl M, Stötter J, Caseldine CJ (2001) Reconstruction of Holocene variations of the upper limit of tree or scrub birch growth in northern Iceland based on evidence from Vesturárdalur-Skíðadalur, Tröllaskagi. Arct Antarct Alp Res 33:191–203
Wiederholm T (ed) (1983) Chironomidae of the Holarctic region. Keys and diagnoses: part 1. Larvae. Entomol Scand Suppl 19:1–457
Woodward C, Shulmeister J (2006) New Zealand chironomids as proxies for human-induced and natural environmental change: transfer functions for temperature and lake productivity (chlorophyll a). J Paleolimnol 36:407–429
Zhang E, Jones R, Bedford A, Langdon P, Hongqu T (2007) A Chironomid-salinity inference model from lakes on the Tibetan Plateau. J Paleolimnol 38:477–491
Acknowledgements
We are extremely grateful to Zoë Ruiz for help in the field, as well as Áslaug Geirsdóttir and Giff Miller for their support and technical assistance. This work has benefited from discussions with many other subfossil chironomid researchers, but in particular Thora Hrafnsdóttir, Jon Ólafsson and Yarrow Axford have contributed enormously to discussions regarding the Icelandic fauna. RANNIS are acknowledged for financial assistance, while Jim Grapes and Art Ames at Exeter University helped with the sedimentological and chemical analyses. Sue Rouillard and Bob Smith are thanked for producing the figures. NH was funded through a NERC studentship (NER/S/A/2002/10368A) and would also like to thank the QPALCLIM Marie Curie Training site which funded work she undertook in Bergen with John Birks and Steve Brooks, who are also thanked for providing the unpublished Norwegian chironomid data. Marjut Nyman and an anonymous referee are thanked for their valuable comments on an earlier draft of the manuscript.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Langdon, P.G., Holmes, N. & Caseldine, C.J. Environmental controls on modern chironomid faunas from NW Iceland and implications for reconstructing climate change. J Paleolimnol 40, 273–293 (2008). https://doi.org/10.1007/s10933-007-9157-3
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10933-007-9157-3