Publication:
North American climate of the last millennium: Underground temperatures and model comparison

Loading...
Thumbnail Image
Full text at PDC
Publication Date
2008-02-05
Advisors (or tutors)
Editors
Journal Title
Journal ISSN
Volume Title
Publisher
American Geophysical Union
Citations
Google Scholar
Research Projects
Organizational Units
Journal Issue
Abstract
General circulation models (GCMs) are currently able to provide physically consistent simulations of millennial climate variability in which estimations of external forcing factors are incorporated as boundary conditions. Climate reconstruction attempts to recover as faithfully as possible past climate variability using a variety of independent and climate-sensitive sources of information. By deriving strategies of comparison between GCM simulations and proxy data, or directly recorded data such as subsurface thermal profiles, the agreement between model and observations can be assessed. Thermal profiles obtained from the boreholes of North America were grouped into eight geographically discrete ensembles and averaged to form robust, representative profiles. The gridded output from the three distinct integrations of the GCM ECHO-g were similarly averaged by region. These simulated, millennial, paleoclimatic histories were then forward modeled to arrive at the subsurface thermal profiles that would result from the temperature trends at the surface. These forward modeled profiles were then compared with the borehole average thermal anomaly profile in each region. In most of the regions studied, the externally forced runs from ECHO-g are in better agreement with underground temperature anomalies than with the control run, suggesting that boreholes are sensitive to external forcing. Not only do ECHO-g simulations demonstrate better agreement with borehole data when considering variable external forcing factors, but ECHO-g also appears to broadly describe qualitative aspects of long-term climatic trends at a regional scale.
Description
Copyright 2008 by the American Geophysical Union. This research was funded by the Natural Sciences and Engineering Research Council of Canada (NSERC), the Atlantic Innovation Fund (ACOA), and project CGL2005-06097 of the Spanish MEC. M.B.S. was partially funded by a graduate fellowship from the Atlantic Computing Excellence Network (ACEnet). Part of this work was carried out while J.F.G.R. was a James Chair Professor at STFX. J.F.G.R. was additionally funded by a Ramón y Cajal grant. Special thanks to Lisa Kellman, Asfaw Bekele, Dave Risk, and Nick Nickerson for insightful conversations and to Louise Bodri and Robert Harris for their thoughtful reviews of an earlier version of the manuscript.
Unesco subjects
Keywords
Citation
Battle, M., et al. (1996), Atmospheric gas concentrations over the past century measured in air from firn at the South Pole, Nature, 383, 231 – 235. Bauer, E., and M. Claussen (2006), Analyzing seasonal temperature trends in forced climate simulations of the past millennium, Geophys. Res. Lett., 33, L02702, doi:10.1029/2005GL024593. Bauer, E., M. Claussen, V. Brovkin, and A. Huenerbein (2003), Assessing climate forcings of the Earth system for the past millennium, Geophys. Res. Lett., 30(6), 1276, doi:10.1029/2002GL016639. Beltrami, H. (2002a), Climate from borehole data: Energy fluxes and temperatures since 1500, Geophys. Res. Lett., 29(23), 2111, doi:10.1029/2002GL015702. Beltrami, H. (2002b), Earth’s long-term memory, Science, 297, 206 – 207. Beltrami, H., and E. Bourlon (2004), Ground warming patterns in the Northern Hemisphere during the last five centuries, Earth Planet. Sci. Lett., 227, 169 – 177. Beltrami, H., and L. Kellman (2003), An examination of short- and longterm air-ground temperature coupling, Global Planet. Change, 38, 291 – 303. Beltrami, H., and J.-C. Mareschal (1991), Recent warming in eastern Canada inferred from geothermal measurements, Geophys. Res. Lett., 18, 605 – 608. Beltrami, H., and J.-C. Mareschal (1992), Ground temperature histories for central and eastern Canada from geothermal measurements: Little Ice Age signature, Geophys. Res. Lett., 19, 689 – 692. Beltrami, H., A. M. Jessop, and J.-C. Mareschal (1992), Ground temperature histories in eastern and central Canada from geothermal measurements: Evidence of climatic change, Global Planet. Change, 98, 167 – 184. Beltrami, H., L. Cheng, and J.-C. Mareschal (1997), Simultaneous inversion of borehole temperature data for past climate determination, Geophys. J. Int., 129, 311 – 318. Beltrami, H., J. E. Smerdon, H. N. Pollack, and S. Huang (2002), Continental heat gain in the global climate system, Geophys. Res. Lett., 29(8), 1167, doi:10.1029/2001GL014310. Beltrami, H., G. Ferguson, and R. N. Harris (2005), Long-term tracking of climate change by underground temperatures, Geophys. Res. Lett., 32, L19707, doi:10.1029/2005GL023714. Beltrami, H., E. Bourlon, L. Kellman, and J. F. González Rouco (2006a), Spatial patterns of ground heat gain in the Northern Hemisphere, Geophys. Res. Lett., 33, L06717, doi:10.1029/2006GL025676. Beltrami, H., J. F. González Rouco, and M. B. Stevens (2006b), Subsurface temperatures during the last millennium: Model and observation, Geophys. Res. Lett., 33, L09705, doi:10.1029/2006GL026050. Bodri, L., and V. Cermak (2005), Borehole temperature, climate change and pre-observational surface air temperature mean: Allowance for hydraulic conditions, Global Planet. Change, 45, 265 – 276. Carslaw, H. S., and J. C. Jaeger (1959), Conduction of Heat in Solids, 2nd ed., 510 pp., Oxford Univ. Press, New York. Clauser, C., and J.-C. Mareschal (1995), Ground temperature history in Central Europe from borehole temperature data, Geophys. J. Int., 121, 805 – 817. Cook, E. R. (1995), Temperature histories from tree rings and corals, Clim. Dyn., 11, 211 – 222. Crowley, T. (2000), Causes of climate change over the past 1000 years, Science, 289, 270 – 277. Cubasch, U., R. Voss, G. C. Hegerl, J. Waszkewitz, and T. J. Crowley (1997), Simulation of the influence of solar radiation variations on the global climate with an ocean-atmosphere general circulation model, Clim. Dyn., 13, 757 – 767. Easterling, D. R., T. R. Karl, J. H. Lawrimore, and S. A. Del Greco (1999), United States Historical Climatology Network daily temperature, precipitation, and snow data for 1871 – 1997, Rep. ORNL/CDIAC-118, NDP-070, Carbon Dioxide Infor. Anal. Cent. Oak Ridge Natl. Lab., Oak Ridge, Tenn. Esper, J., E. R. Cook, and F. H. Schweingruberg (2002), Low-frequency signals in long tree-ring chronologies for reconstructing past temperature variability, Science, 295, 2250 – 2253. Esper, J., D. C. Frank, and R. J. S. Wilson (2004), Climate reconstructions: Low-frequency ambition and high-frequency ratification, Eos Trans. AGU, 85(12), 113 – 120. Etheridge, D., L. P. Steele, R. L. Langenfelds, R. J. Francey, J.-M. Barnola, and V. I. Morgan (1996), Natural and anthropogenic changes in atmospheric CO2 over the last 1000 years from air in Antarctic ice and firn, J. Geophys. Res., 101, 4115 – 4128. Etheridge, D., L. P. Steele, R. J. Francey, and R. L. Langenfelds (1998), Atmospheric methane between 1000 A.D. and present: Evidence of anthropogenic emissions and climate variability, J. Geophys. Res., 103, 15,979 – 15,994. Ferguson, G., and H. Beltrami (2006), Transient lateral heat flow due to land-use changes, Earth Planet. Sci. Lett., 242, 217 – 222. Ferguson, G., H. Beltrami, and A. Woodbury (2006), Perturbation of ground surface temperature reconstructions by groundwater flow, Geophys. Res. Lett., 33, L13708, doi:10.1029/2006GL026634. González Rouco, J. F., H. von Storch, and E. Zorita (2003), Deep soil temperature as proxy for surface air-temperature in a coupled model simulation of the last thousand years, Geophys. Res. Lett., 30(21), 2116, doi:10.1029/2003GL018264. González Rouco, J. F., H. Beltrami, E. Zorita, and H. von Storch (2006), Simulation and inversion of borehole temperature profiles in simulated climates: Spatial distribution and surface coupling, Geophys. Res. Lett., 33, L01703, doi:10.1029/2005GL024693. González Rouco, J. F., H. Beltrami, E. Zorita, and M. B. Stevens (2008), Borehole climatology: A discussion based on contributions from climate modeling, Clim. Past. Discuss., in press. Goosse, H., T. J. Crowley, E. Zorita, C. M. Ammannm, H. Renssen, and E. Driesschaert (2005), Modelling the climate of the last millennium: What causes the differences between simulations?, Geophys. Res. Lett., 32, L06710, doi:10.1029/2005GL022368. Hansen, J., et al. (2005), Earth’s energy imbalance: Confirmation and implications, Science, 308, 1431 – 1435. Hansen, J., M. Sato, R. Ruedy, K. Lo, D. W. Lea, and M. Medina-Elizade (2006), Global temperature change, Proc. Natl. Acad. Sci. U.S.A., 103, 14,288 – 14,293, doi:10.1073/pnas.0606291103. Harris, R. N., and D. S. Chapman (1995), Climate change on the Colorado Plateau of eastern Utah inferred from borehole temperatures, J. Geophys. Res., 100, 6367 – 6381. Harris, R. N., and D. S. Chapman (2001), Mid latitude (30º– 60ºN) climatic warming inferred by combining borehole temperature with surface air temperature, Geophys. Res. Lett., 28, 747 – 750. Harris, R. N., and D. S. Chapman (2005), Borehole temperatures and treerings: Seasonality and estimates of extratropical Northern Hemispheric warming, J. Geophys. Res., 110, F04003, doi:10.1029/2005JF000303. Harris, R. N., and W. D. Gosnold (1999), Comparisons of borehole temperature-depth profiles and surface air temperatures in the northern plains of the U.S., Geophys. J. Int., 138, 541 – 548, doi:10.1046/j.1365-246X.1999.00884.x. Hegerl, G. C., T. J. Crowley, W. T. Hyde, and D. J. Frame (2006), Climate sensitivity constrained by temperature reconstructions over the past seven centuries, Nature, 440, 1029 – 1032. Hegerl, G. C., T. J. Crowley, M. Allen, W. T. Hyde, H. N. Pollack, J. E. Smerdon, and E. Zorita (2007), Detection of human influence on a new, validated 1500 year temperature reconstruction, J. Clim., 20, 650 – 666. Huang, S., H. N. Pollack, and P.-Y. Shen (2000), Temperature trends over the past five centuries reconstructed from borehole temperatures, Nature, 403, 756 – 758. Hubbard, K. G., and X. Lin (2006), Reexamination of instrument change effects in the U.S. Historical Climatology Network, Geophys. Res. Lett., 33, L15710, doi:10.1029/2006GL027069. Intergovernmental Panel on Climate Change (2001), Climate Change 2001: The Scientific Basis: Contribution of Working Group I to the Third Assessment Report of the Intergovernmental Panel on Climate Change, edited by J. T. Houghton et al., 881 pp., Cambridge Univ. Press, New York. Intergovernmental Panel on Climate Change (2007a), Climate Change 2007: The Physical Science Basis: Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, edited by S. Solomon et al., Cambridge Univ. Press, New York. Intergovernmental Panel on Climate Change (2007b), Climate Change 2007: Climate Change Impacts, Adaptation and Vulnerability: Working Group II Contribution to the Intergovernmental Panel on Climate Change Fourth Assessment Report, edited by N. Adger et al., Cambridge Univ. Press, New York, in press. Jessop, A. M. (1971), The distribution of glacial perurbation of heat flow in Canada, Can. J. Earth Sci., 5, 61 – 68. Jones, P. D., and M. Mann (2004), Climate over past millennia, Rev. Geophys., 42, RG2002, doi:10.1029/2003RG000143. Kohl, T. (1998), Palaeoclimatic temperature signals—Can they be washed out?, Tectonophysics, 291, 225 – 234. Kohl, T. (1999), Transient thermal effects below complex topographies, Tectonophysics, 306, 311 – 324. Kueppers, L. M., M. A. Snyder, and L. C. Sloan (2007), Irrigation cooling effect: Regional climate forcing by land-use change, Geophys. Res. Lett., 34, L03703, doi:10.1029/2006GL028679. Lean, J., J. Beer, and R. Bradley (1995), Reconstruction of solar irradiance since 1610: Implications for climate change, Geophys. Res. Lett., 22, 3195 – 3198. Legutke, S., and R. Voss (1999), The Hamburg atmosphere-ocean coupled circulation model ECHO-g, Tech. Rep. 18, Ger. Clim. Comput. Cent., Hamburg, Germany. Levitus, S., J. Antonov, J. Wang, T. L. Delworth, K. Dixon, and A. Broccoli (2001), Anthropogenic warming of the Earth’s climate system, Science, 292, 267 – 270. Levitus, S., J. Antonov, and T. Boyer (2005), Warming of the world ocean, 1955 – 2003, Geophys. Res. Lett., 32, L02604, doi:10.1029/2004GL021592. Mann, M. E., R. S. Bradley, and M. K. Hughes (1999), Northern Hemisphere temperatures during the past millennium: Inferences, uncertainties, and limitations, Geophys. Res. Lett., 26, 759 – 762. Mann, M. E., S. Rutherford, E. Wahl, and C. Ammann (2005), Testing the fidelity of methods used in proxy-based reconstructions of past climate, J. Clim., 18, 4097 – 4107. Mareschal, J.-C., and H. Beltrami (1992), Evidence for recent warming from perturbed geothermal gradients: Examples from eastern Canada, Clim. Dyn., 6, 135 – 143. Mareschal, J.-C., C. Jaupart, C. Gariépy, L. Z. Cheng, L. Guillou-Frottier, G. Bienfait, and R. Lapointe (2000), Heat flow and deep thermal structure near the edge of the Canadaian Shield, Can. J. Earth Sci., 37, 399 – 414. Mitchell, T. D., and P. D. Jones (2005), An improved method of constructing a database of monthly climate observations and associated high-resolution grids, Int. J. Clim., 25, 693 – 712. Moberg, A., D. M. Sonechkin, K. Holmgren, N. M. Datsenko, and W. Karlen (2005), Highly variable Northern Hemisphere temperatures reconstructed from low- and high-resolution proxy data, Nature, 433, 613 – 617. Montoya, M., A. Griesel, A. Levermann, J. Mignot, M. Hofmann, A. Ganopolski, and S. Rahmstorf (2005), The Earth system model of intermediate complexity CLIMBER-3a. part I: Description and performance for present-day conditions, Clim. Dyn., 25, 237 – 263, doi:10.1007/s00382-005-0044-1. Mottaghy, D., and V. Rath (2006), Latent heat effects in subsurface heat transport modelling and their impact on palaeotemperature reconstructions, Geophys. J. Int., 164, 236 – 245, doi:10.1111/j.1365-246X.2005.02843.x. Nitoiu, D., and H. Beltrami (2005), Subsurface thermal effects of land use changes, J. Geophys. Res., 110, F01005, doi:10.1029/2004JF000151. North, G. R., et al. (2006), Surface Temperature Reconstructions for the Last 2000 Years, Natl. Acad., Washington, D. C. Osborn, T., S. C. B. Raper, and K. R. Briffa (2006), Simulated climate change during the last 1000 years: Comparing the ECHO-g general circulation model with the MAGICC simple climate model, Clim. Dyn., 27, 185 – 197, doi:10.1007/s00382-006-0129-5. Peterson, T. C., R. Vose, R. Schmoyer, and V. Razuvaev (1998), Global Historical Climatology Network (GHCN) quality control of monthly temperature data, Int. J. Climatol., 18, 1169 – 1179. Pollack, H. N., and S. Huang (2000), Climate reconstructions from subsurface temperatures, Ann. Rev. Earth Planet. Sci., 28, 339 – 365. Pollack, H. N., and J. E. Smerdon (2004), Borehole climate reconstructions: Spatial structure and hemispheric averages, J. Geophys. Res., 109, D11106, doi:10.1029/2003JD004163. Pollack, H. N., P.-Y. Shen, and S. Huang (1996), Inference of ground surface temperature history from subusurface temperature data: Interpreting ensembles of borehole logs, Pure Appl. Geophys., 147, 537 – 550. Pollack, H. N., J. E. Smerdon, and P. E. van Keken (2005), Variable seasonal coupling between air and ground temperatures: A simple representation in terms of subsurface thermal diffusivity, Geophys. Res. Lett., 32, L15405, doi:10.1029/2005GL023869. Roeckner, E., K. Arpe, L. Bengtsson, M. Christoph, M. Claussen, L. Dumenil, M. Esch, M. Giorgetta, U. Schlese, and U. Schulzweida (1996), The atmospheric general circulation model ECHAM4: Model description and simulation of present-day climate, Rep. 218, 99 pp., Max-Planck-Inst. für Meterologie, Hamburg, Germany. Roeckner, E., L. Bengtsson, J. Feichter, J. Lelieveld, and H. Rodhe (1999), Transient climate change simulations with a coupled atmosphere-ocean GCM including the tropospheric sulfur cycle, J. Clim., 12, 3004 – 3032. Smerdon, J. E., and M. Stieglitz (2006), Simulating heat transport of harmonic temperature signals in the Earth’s shallow subsurface: Lowerboundary sensitivies, Geophys. Res. Lett., 33, L14402, doi:10.1029/2006GL026816. Smerdon, J. E., H. N. Pollack, V. Cermak, J. W. Enz, M. Kresl, J. Safanda, and J. F. Wehmiller (2006), Daily, seasonal and annual relationships between air and subsurface temperatures, J. Geophys. Res., 111, D07101, doi:10.1029/2004JD005578. Sollow, A. R. (1987), Testing for climate change: An application of the twophase regression model, J. Clim. Appl. Meteorol., 26, 1401 – 1405. Sollow, A. R. (1995), Testing for change in the frequency of El Niño events, J. Clim., 8, 2563 – 2566. Stevens, M. B., J. F. González Rouco, J. E. Smerdon, M. Stieglitz, and H. Beltrami (2007), Effects of bottom boundary placement on subsurface heat storage: Implications for climate model simulations, Geophys. Res. Lett., 34, L02702, doi:10.1029/2006GL028546. Trenberth, K. E., and B. L. Otto-Bliesner (2003), Toward integrated reconstructions of past climates, Science, 300, 589 – 591. von Storch, H., E. Zorita, J. Jones, Y. Dimitriev, F. González Rouco, and S. Tett (2004), Reconstructing past climate from noisy data, Science, 306, 679 – 682. von Storch, H., E. Zorita, J. Jones, F. González Rouco, and S. F. B. Tett (2006), Response to the comment by Wahl, Ritson and Amman ‘‘Reconstruction of century scale temperature variations,’’ Science, 312, 529. Warrilow, D. A., A. B. Sangster, and A. Slingo (1986), Modelling of land surface processes and their influence on European climate, Tech. Note 20 DCTN 38, Meteorol. Off., Bracknell, U.K. Wolff, J. O., E. Meier-Reimer, and S. Legutke (1997), The Hamburg ocean primitive equation model, Rep. 13, 98 pp., German Clim. Comput. Cent., Hamburg, Germany. Zhang, T. (2005), Influence of the seasonal snow cover on the ground thermal regime: An overview, Rev. Geophys., 43, RG4002, doi:10.1029/2004RG000157. Zorita, E., J. F. González Rouco, and S. Legutke (2003), Testing the Mann et al. (1999) approach to paleoclimate reconstructions in the context of a 1000Yr control simulation with the ECHO-g coupled climate model, J. Clim., 16, 1378 – 1390. Zorita, E., H. von Storch, J. F. González Rouco, J. Lutherbacher, U. Cubasch, S. Legutke, and U. Schlese (2004), Climate evolution in the last five centuries simulated by an atmosphere-ocean model: Global temperatures, the North Atlantic Oscillation and the Late Maunder Minimum, Meteorol. Z., 13, 271 – 289. Zorita, E., J. F. González Rouco, H. von Storch, J. P. Montávez, and F. Valero (2005), Natural and anthropogenic modes of surface temperature variations in the last thousand years, Geophys. Res. Lett., 32, L08707, doi:10.1029/2004GL021563.
Collections