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Borehole climatology: a discussion based on contributions from climate modeling

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2009
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Progress in understanding climate variability through the last millennium leans on simulation and reconstruction efforts. Exercises blending both approaches present a great potential for answering questions relevant both for the simulation and reconstruction of past climate, and depend on the specific peculiarities of proxies and methods involved in climate reconstructions, as well as on the realism and limitations of model simulations. This paper explores research specifically related to paleoclimate modeling and borehole climatology as a branch of climate reconstruction that has contributed significantly to our knowledge of the low frequency climate evolution during the last five centuries. The text flows around three main issues that group most of the interaction between model and geothermal efforts: the use of models as a validation tool for borehole climate reconstructions; comparison of geothermal information and model simulations as a means of either model validation or inference about past climate; and implications of the degree of realism on simulating subsurface climate on estimations of future climate change. The use of multi-centennial simulations as a surrogate reality for past climate suggests that within the simplified reality of climate models, methods and assumptions in borehole reconstructions deliver a consistent picture of past climate evolution at long time scales. Comparison of model simulations and borehole profiles indicate that borehole temperatures are responding to past external forcing and that more realism in the development of the soil model components in climate models is desirable. Such an improved degree of realism is important for the simulation of subsurface climate and air-ground interaction; results indicate it could also be crucial for simulating the adequate energy balance within climate change scenario experiments.
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© Author(s) 2009. This work is distributed under the Creative Commons Attribution 3.0 License. This research was supported: in Spain by project SPECT (CGL2005-06097/CLI) and the Ramón y Cajal Program of the Ministerio de Educación y Ciencia (MEC) and project PalMA (CCG07-UCM/ESP-3045) by the Comunidad Autónoma de Madrid and the Universidad Complutense de Madrid; in Canada by the Natural Sciences and Engineering Research Council of Canada (NSERC), the Canadian Foundation for Climate and Atmospheric Sciences (CFCAS) and the Atlantic Innovation Fund (AIF-ACOACanada); and in Germany by the EU project Millennium European Climate. The authors thank Vladimir Cermak and two anonymous reviewers for their comments and suggestions. Also we appreciate the contributions from Volker Rath and Jason Smerdon, editors of this special volume.
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Ammann, C. M. and Wahl, E.: The importance of the geophysical context in statistical evaluations of climate reconstruction procedures, Climatic Change, 85, 71–88, 2007. Ammann, C. M., Meehl, G. A., and Washington, W. M.: A monthly and latitudinally varying volcanic foricng dataset in simulations of the 20th century climate, Geophys. Res. Lett., 30(12), 1657, doi:10.1029/2003GL016875, 2003. Ammann, C. M., Joos, F., Schimel, D. S., Otto-Bliesner, B. L., and Tomas, R. A.: Solar influence on climate during the past millennium: Results from transient simulations with the NCAR Climate System Model, P. Natl. Acad. Sci. USA, 104, 3713–3718, 2007. Anisimov, O. A. and Nelson, F. E.: Permafrost distribution in the Northern Hemisphere under scenarios of climate change, Global Planet. Change, 14, 59–72, 1996. Anisimov, O. A. and Nelson, F. E.: Permafrost zonation and climate change in the Northern Hemisphere: results from transient general circulation models, Climatic Change, 35, 241–258, 1997. Bard, E., Raisbeck, G., Yiou, F., and Jouzel, J.: Solar irradiance during the last 1200 years based on cosmogenic nuclides, Tellus B, 52, 985–992, 2000. Bartlett, M. G., Chapman, D. S., and Harris, R. N.: Snow and the ground temperature record of climate change, J. Geophys. Res., 109, F04008, doi:10.1029/2004JF000224, 2004. Bartlett, M. G., Chapman, D. S., and Harris, R. N.: Snow effect on North American ground temperatures, 1950–2002, J. Geophys. Res., 110, F03008, doi:10.1029/2005JF000293, 2005. Battle, M., Bender, M., Sowers, T., Tans, P. P., Butler, J. H., Elkins, J. W., Ellis, J. T., Conway, T., Zhang, N., Lang, P., and Clarke, A. D.: Atmospheric gas cocentrations over the past century measured in air from firn and the South Pole, Nature, 383, 231–235, 1996. Bauer, E. and Claussen, M.: Analyzing seasonal temperature trends in forced climate simulations of the past millennium, Geophys. Res. Lett., 33, L02702, doi:10.1029/2005GL024593, 2006. Bauer, E., Claussen, M., Brovkin, V., and Huenerbein, A.: Assessing climate forcings of the earth system for the past millenium, Geophys. Res. Lett., 30(6), 1276, doi:10.1029/2002GL016639, 2003. Beck, A. E., Shen, P. Y., Beltrami, H., Mareschal, J. C., Šafanda, J., Sebagenzi, M. N., Vasseur, G., and Wang, K.: A comparison of five different analyses in the interpretation of five borehole temperature data sets, Palaeogeogr. Palaeocl. (Global Planet. Change Sect.), 98, 101–112, 1992. Beltrami, H.: Energy balance of the Earth’s surface: heat flux history in Eastern Canada, Geophys. Res. Lett., 27, 3385–3388, 2000. Beltrami, H.: On the relationship between ground temperature histories and meteorological records: a report on the Pomquet station., Global Planet. Change, 29, 327–348, 2001a. Beltrami, H.: Surface heat flux histories from inversion of geothermal data: energy balance at the Earth’s surface, J. Geophys. Res., 106, 21 979–21 993, 2001b. Beltrami, H.: Earth’s long term memory, Science, 297, 206–207, 2002a. Beltrami, H.: Climate from borehole data: energy fluxes and temperatures since 1500, Geophys. Res. Lett., 29(23), 2111, doi:10.1029/2002GL015702, 2002b. Beltrami, H. and Bourlon, E.: Ground warming patterns in the Northern Hemisphere during the last five centuries, Earth Planet. Sci. Lett., 227, 169–177, 2004. Beltrami, H. and Mareschal, J. C.: Resolution of ground temperature histories inverted from borehole temperature data, Global Planet. Change, 11, 57–70, 1995. Beltrami, H., Jessop, A. M., and Mareschal, J. C.: Ground temperature histories in eastern and central Canada from geothermal measurements: evidence of climate change, Palaeogeogr Palaeocl. (Global Planet. Change Sect.), 98, 167–184, 1992. Beltrami, H., Cheng, L., and Mareschal, J. C.: Simultaneous inversion of borehole temperature data for determination of ground surface temperature history, Geophys. J. Int., 129, 311–318, 1997. Beltrami, H., Smerdon, J. E., Pollack, H., and Huang, S.: Continental heat gain in the global climate system, Geophys. Res. Lett., 29(8), 1167, doi:10.1029/2001GL014310, 2002. Beltrami, H., Gosselin, C., and Mareschal, J. C.: Ground surface temperatures in Canada: spatial and temporall variability, Geophys. Res. Lett., 30(10), 1499, doi:10.1029/2003GL017144, 2003. Beltrami, H., Ferguson, G., and Harris, R. N.: Long-term tracking of climate change by underground temperatures, Geophys. Res. Lett., 32, L19707, doi:10.1029/2005GL023714, 2005. Beltrami, H., Bourlon, E., Kellman, L., and González Rouco, J. F.: Spatial patterns of ground heat gain in the Northern Hemisphere, Geophys. Res. Lett., 33, L06717, doi:10.1029/2006GL025676, 2006a. Beltrami, H., González Rouco, J. F., and Stevens, M. B.: Subsurface temperatures during the last millennium: Model and Observation, Geophys. Res. Lett., 33, L09705, doi:10.1029/2006GL026050, 2006b. Bense, V. and Beltrami, H.: The impact of horizontal groundwater flow and localized deforestation on the development of shallow temperature anomalies, J. Geophys. Res., 112, F04015, doi:10.1029/2006JF000703, 2007. Bense, V. and Kooi, H.: Temporal and spatial variations of shallow subsurface temperature as a record of lateral variations in groundwater flow, J. Geophys. Res., 109, B04103, doi:10.1029/2003JB002782, 2004. Bhatta, U. S., Schneider, E. K., and Dewitt, D. G.: Influence of North American land processes on North Atlantic Ocean variability, Global Planet. Change, 37, 33–56, 2003. Blackwell, D. D., Steele, J. L., and Brott, C. A.: The terrain effect on terrestrial heat flow, J. Geophys. Res., 85, 4757–4772, 1980. Bodri, L. and Cermak, V.: Borehole climatology: a new method how to reconstruct climate, Elsevier Science and Technology, Netherlands, 3rd edn., 2007. Bonan, G. B., Pollard, D., and Thompson, S. L.: Effects of boreal forest vegetation on global climate, Nature, 359, 716–718, 1992. Bradley, R. S., Hughes, M. K., and Diaz, H. F.: Climate in Medieval Time. Science, 302, 404–405, 2003. Bradley, R. S., Briffa, K. R., Cole, J., Hughes, M. K., and Osborn, T. J.: The climate of the last millennium: Paleoclimate, global change and the future, edited by: Alverson, K. D., Bradley, R. S., and Pedersen, T. F., Springer Verlag, Berlin, 105–141, 2003. Briffa, K. R. and Osborn, T. J.: Blowing hot and cold, Science, 292, 662–667, 2002. Briffa, K. R., Schweingruber, F. H., Jones, P. D., Osborn, T. J., Shiyatov, S. G., and Vaganov, E. A.: Reduced sensitivity of recent tree-growth to temperature at high northern latitudes, Nature, 391, 678–682, 1998. Brown, R. D.: Northern Hemisphere snow cover variability and change, 1915–1997, J. Climate, 13, 2339–2355, 2000. Brown, R. D. and Goodison, B. E.: Interannual variability in reconstructed Canadian snow cover, 1915–1992, J. Climate, 9, 1299–1318, 1996. Brown, R. D., Brasnett, B., and Robinson, D.: Gridded North American Monthly Snow Depth and Snow Water Equivalent for GCM Evaluation, Atmos. Ocean, 41(1), 1–14, 2003. Büntgen, U., Frank, D. C., Nievergelt, D., and Esper, J.: Summer temperature variations in the European Alps, AD 755–2004, J. Climate, 19, 5606–5623, 2006. Bürger, G. and Cubasch, U.: Are multiproxy climate reconstructions robust?, Geophys. Res. Lett., 32, L23711, doi:10.1029/2005GL024155, 2005. Bürger, G., Fast, I., and Cubasch, U.: Climate reconstruction by regression – 32 variations on a theme, Tellus A, 58, 227–235, 2006. Cane, M. A., Braconnot, P., Clement, A., Gildor, H., Joussaume, S., Kageyama, M., Khodri, M., Paillard, D., Tett, S., and Zorita, E.: Progress in paleoclimate modeling, J. Climate, 19, 5031–5057, 2006. Carslaw, H. S. and Jaeger, J. C.: Conduction of heat in solids, Oxford Univ. Press, New York, 2nd edn., 510 pp., 1959. Caya, D. and Laprise, R.: A semi-implicit semi-Lagrangian regional climate model: the canadian RCM, Mon. Weather Rev., 127, 341–362, 1999. Cermak, V.: Underground temperature and inferred climatic temperature for the past millennium, Palaeogeogr Palaeocl. (Global Planet. Change Sect.), 10, 1–19, 1971. Chapman, D. S., Bartlett, M. G., and Harris, R. N.: Comment on “Ground vs. surface air temperature trends: implications for borehole surface temperature reconstructions” by M. E. Mann and G. Schmidt, Geophys. Res. Lett., 31, L07205, doi:10.1029/2003GL019054, 2004. Cheng, G. and Wu, T.: Responses of permafrost to climate change and their environmental significance, Qinghai-Tibet Plateau, Geophys. Res. Lett., 112, F02S03, doi:10.1029/2006JF000631, 2007. Cherkauer, K. A. and Lettenmaier, D. P.: Hydrologic effects of frozen soils in the upper Mississippi river basin, J. Geophys. Res., 104, 19 611–19 621, 1999. Chouinard, C. and Mareschal, J. C.: Selection of borehole temperature depth profiles for regional climate reconstructions, Clim. Past, 3, 297–313, 2007, http://www.clim-past.net/3/297/2007/. Chudinova, S. M., Frauenfeld, O. W., Barry, R. G., Zhang, T., and Sorokovikov, V. A.: Relationship between air and soil temperature trends and periodicities in the permafrost regions of Russia, J. Geophys. Res., 111, F02008, doi:10.1029/2005JF000342, 2006. Clauser, C. and Mareschal, J. C.: Ground temperature history in central Europe from borehole temperature data, Geophys. J. Int., 121, 805–817, 1995. Clow, G. D.: The extent of temporal smearing in surface temperature histories inferred from borehole temperature measurements., Palaeogeogr Palaeocl. (Global Planet. Change Sect.), 98, 81–86, 1992. Cook, E. R.: Temperature histories from tree rings and corals, Clim. Dynam., 11, 211–222, 1995. Cook, E. R., D’Arrigo, R. D., and Mann, M.: A well-verified, multyproxy reconstruction of the winter North Atlantic Oscillation Index since AD 1400, J. Climate, 15, 1754–1764, 2002. Cooper, G. R. J. and Jones, M. Q. W.: Optimized inversion of borehole temperature data, Geophysics, 63, 331–336, 1998. Correia, A. and Šafanda, J.: Ground surface temperature history at a single site in sourthern Portugal reconstructed from borehole temperatures, Global Planet. Change, 19, 155-165, 2001. Crowley, T. J.: Causes of climate change over the past 1000 years, Science, 289, 270–277, 2000. Cubasch, U., Voss, R., Hegerl, G. C., Waszkewitz, J., and Crowley, T. J.: Simulation of the influence of solar radiation variations on the global climate with an ocean-atmosphere general circulation model, Clim. Dynam., 13, 757–767, 1997. Dahl-Jensen, D., Mosegaard, K., Gundestrup, N., Clow, G. D., Johnsen, S. J., Hansen, A. W., and Balling, N.: Past temperatures directly for the Greenland ice sheet, Science, 282, 268–271, 1998. Davin, E. L., de Noblet-Ducoudré, N., and Friedlingstein, P.: Impact of land cover change on surface climate: Relevance of the radiative forcing concept, Geophys. Res. Lett., 34, L13702, doi:10.1029/2007GL029678, 2007. Delisle, G.: Near-surface permafrost degradation: how severe during the 21st century?, Geophys. Res. Lett., 34, L09503, doi:10.1029/2007GL029323, 2007. Demetrescu, C., Nitoiu, D., Boroneant, C., Marica, A., and Lucaschi, B.: Thermal signal propagation in soils in Romania: conductive and non-conductive processes, Clim. Past, 3, 637–645, 2007, http://www.clim-past.net/3/637/2007/. Demezhko, D. Y.: Geothermal method for paleoclimate reconstruction (examples from the Urals, Russia), Yekaterinburg, UB RAS, 2001 (in Russian). Demezhko, D. Yu. and Golovanova, I. V.: Climatic changes in the Urals over the past millennium an analysis of geothermal and meteorological data, Clim. Past, 3, 237–242, 2007, http://www.clim-past.net/3/237/2007/. Déry, C. and Wood, E. F.: Analysis of snow in the 20th and 21st century Geophysical Fluid Dynamics Laboratory coupled climate model simulations, J. Geophys. Res., 111, D19113, doi:10.1029/2005JD006920, 2006. Díaz, S. C., Touchan, R., and Swetnam, T. W.: A tree-ring reconstruction of past precipitation for Baja California Sur, Mexico, Int. J. Climatol., 21, 1007–1019, 2001. Dirmeyer, P. A.: Using a global soil wetness dataset to improve seasonal climate simulation, J. Climate, 13, 2900-2922, 2000. Esper, J., Cook, E. R., and Schweingruber, F.: Low-frequency signals in long tree-ring chronologies for reconstructing past temperature variability, Science, 295, 2250–2253, 2002. Etheridge, D., Steele, L. P., Langenfelds, R. L., Francey, R., Barnola, J., and Morgan, V.: 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, 1996. Etheridge, D. M., Steele, L. P., Francey, R. J., and Langenfelds, R. L.: Atmospheric methane between 1000 AD and present: Evidence of anthropogenic emissions and climatic variability, J. Geophys. Res., 103, 15 979–15 993, 1998. Ferguson, G., Beltrami, H., and Woodbury, A. D.: Perturbation of ground surface temperature reconstructions by groundwater flow?, Geophys. Res. Lett., 33, L13708, doi:10.1029/2006GL026634, 2006. Fernández, J. and Cabal, J.: Heat-flow data and shallow thermal regime on Mallorca and Menorca (western Mediterranean), Tectonophysics, 203, 133–143, 1992. Fischer, E. M., Luterbacher, J., Zorita, E., Tett, S. F. B., Casty, C., and Wanner, H.: European climate response to tropical volcanic eruptions over the last half millennium, Geophys. Res. Lett., 34, L05707, doi:10.1029/2006GL027992, 2007a. Fischer, E. M., Seneviratne, S. I., Luethi, D., and Schär, C.: Contribution of land-atmosphere coupling to recent European summer heat waves, Geophys. Res. Lett., 34, L06707, doi:10.1029/2006GL029068, 2007b. Foukal, P., North, G., and Wigley, T.: A stellar view on solar variations and climate, Science, 306, 68–69, 2004. Frei, A., Robinson, D. A., and Hughes, M. G.: North American snow extent: 1900–1994, Int. J. Climatol., 19, 1517–1534, 1999. Gao, C., Robock, A., and Ammann, C.: Volcanic forcing of climate over the past 1500 years: An improved ice core-based index for climate models, J. Geophys. Res., 113, D23111, doi:10.1029/2008JD010239, 2008. Golovanova, I., Harris, R. N., Selezniova, G. V., and Stulc, P.: Evidence of climatic warming in the southern Urals region derived from borehole temperatures and meteorological data, Global Planet. Change., 29, 167–188, 2001. González Rouco, J. F., von Storch, H., and Zorita, E.: Deep soil temperature as proxy for surface air-temperature in a coupled model simulation of the last thousand years, Geophys. Res. Lett., 30, 2116–2119, 2003a. González Rouco, J. F., Zorita, E., Cubasch, U., von Storch, H., Fisher-Bruns, I., Valero, F., Montávez, J. P., Schlese, U., and Legutke, S.: Simulating the climate since 1000 AD with the AOGCM ECHO-G, ESA, SP 535, 329–338, 2003b. González Rouco, J. F., Beltrami, H., Zorita, E., and von Storch, H.: Simulation and inversion of borehole temperature profiles in surrogate climates: Spatial distribution and surface coupling, Geophys. Res. Lett., 33, L01703, doi:10.1029/2005GL024693, 2006. Goodrich, L. E.: The influence of snow cover on the ground thermal regime, Can. Geotech. J., 19, 421–432, 1982. Goosse, H., Crowley, T. J., Zorita, E., Ammann, C. M., Renssen, H., and Driesschaert, E.: Modelling the climate of the last millennium: what causes the differences between simulations?, Geophys. Res. Lett., 32, L06710, doi:10.29/2005GL22368, 2005. Goosse, H., Arzel, O., Luterbacher, J., Mann, M. E., Renssen, H., Riedwyl, N., Timmermann, A., Xoplaki, E., and Wanner, H.: The origin of the European “Medieval Warm Period”, Clim. Past, 2, 99–113, 2006, http://www.clim-past.net/2/99/2006/. Gosnold, C., Todhunter, P. E., and Schmidt, W.: The borehole temperature record of climate warming in the mid-continent of North America, Global Planet. Change, 15, 33–45, 1997. Gosselin, C. and Mareschal, J. C.: Variations in ground surface temperature histories in the Thompson Belt, Manitoba, Canada: environment and climate changes, Global Planet. Change, 39, 271–284, 2003. Goto, S., Kim, H. C., Uchida, Y., and Okubo, Y.: Reconstruction of the ground surface temperature history from the borehole temperature data in the southeastern part of the Republic of Korea, J. Geophys. Eng., 2, 312–319, 2005. Gouirand, I., Moberg, A., and Zorita, E.: Climate variability in Scandinavia for the past millennium simulated by an atmosphere-ocean general circulation model, Tellus A, 59, 30–49, 2007a. Gouirand, I., Moron, V., and Zorita, E.: Teleconnections between ENSO and North Atlantic in an ECHO-G simulation of the 1000–1990 period, Geophys. Res. Lett., 34, L06705, doi:10.1029/2006GL028852, 2007b. Graham, N. E., Hughes, M. K., Ammann, C. M., Cobb, K. M., Oerling, M. P., Kennett, D. J., Kennett, J. P., Rein, B., Stott, L., Wigand, P. E., and Xu, T.: Tropical Pacific midlatitude teleconnections in medieval times, Clim. Change, 83, 241–285, 2007. Guiot, J., Nicault, A., Rathgeber, C., Edouard, J., Guibal, F., Pichard, G., and Till, C.: Last-millennium summer-temperature variations in western Europe based on proxy data, Holocene, 15, 489–500, 2005. Haigh, J. D.: Modelling the impact of solar variability on climate, J. Atmos. Sol.-Terr. Phy., 61, 63–72, 1999. Hamza, V. M., Cavalcanti, A. S. B., and Benyosef, L. C. C.: Surface thermal perturbations of the recent past at low latitudes inferences based on borehole temperature data from Eastern Brazil, Clim. Past, 3, 513–526, 2007, http://www.clim-past.net/3/513/2007/. Hansen, J., Nazarenko, L., Ruedy, R., Sato, M., Willis, J., del Genio, A., Koch, D., Lacis, A., Lo, K., Menon, S., Novakov, T., Perlwitz, J., Russell, G., Schmidt, G. A., and Tausnev, N.: Earth’s energy imbalance: confirmation and implications, Science, 308, 1431–1435, 2005. Harris, R. N.: Variations in air and ground temperature and the POM-SAT model: results from the Northern Hemisphere, Clim. Past, 3, 611–621, 2007, http://www.clim-past.net/3/611/2007/. Harris, R. N. and Chapman, D. S.: Climate change in the Colorado Plateau of eastern Utah inferred from borehole temperatures, J. Geophys. Res., 100, 6367–6381, 1995. Harris, R. N. and Chapman, D. S.: Mid-Latitude (30◦–60◦ N) climatic warming inferred by combining borehole temperatures with surface air temperatures, Geophys. Res. Lett., 28, 747-750, 2001. Harris, R. N. and Gosnold, W. D.: Comparisons of borehole temperature depth profiles and surface air temperatures in the northern plains of the USA, Geophys. J. Int., 138, 541–548, 1999. Hartmann, A. and Rath, V.: Uncertainties and shortcomings of ground surface temperature histories derived from inversion of temperature logs, J. Geophys. Eng., 2, 299–311, 2005. Hegerl, G. C., Crowley, T. J., Baum, S. K., Kim, K. Y., and Hyde, W. T.: Detection of volcanic, solar and greenhouse gas signals in paleo-reconstructions of Northern Hemispheric temperature, Geophys. Res. Lett., 30(5), 1242, doi:10.1029/2002GL016635, 2003. Hegerl, G. C., Crowley, T. J., Hyde, W. T., and Frame, D. J.: Climate sensitivity constrained by temperature reconstrcutions over the past seven centuries, Nature, 440, 1029–1032, 2006. Hegerl, G. C., Crowley, T. J., Allen, M., Hyde, W. T., Pollack, H. N., and Zorita, J. S. E.: Detection of human influence ona a new, validated 1500 year temperature reconstruction, J. Climate, 20, 650–666, 2007a. Hegerl, G. C., Zwiers, F. W., Braconnot, P., Gillett, N. P., Luo, Y., Orsini, J. A. M., Nicholls, N., Penner, J. E., and Stott, P. A.: Understanding and attributing climate change: Climate Change 2007: The Physical Science Basis, in: Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, edited by: Solomon, S., Qin, D., Manning, M., Chen, Z., Marquis, M., Averyt, K. B., Tignor, M., and Miller, H. L., Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 2007b. Hopcroft, P. O., Gallagher, K., and Pain, C. C.: Inference of past climate from borehole temperature data using Bayesian Reversible Jump Markov chain Monte Carlo, Geophys. J. Int., 171, 1430–1439, 2007 Houghton, J.: Global warming, Rep. Prog. Phys., 68, 1343–1403, 2005. Hu, Q. and Feng, S.: A daily soil temperature dataset and soil temperature climatology of the contiguous United States, J. Appl. Meteorol., 42, 1139–1156, 2003. Hu, Q. and Feng, S.: How have soil temperatures been affected by the surface temperature and precipitation in the Eurasian continent, Geophys. Res. Lett., 32, L14711, doi:10.1029/2005GL023469, 2005. Huang, S.: 1851–2004 annual heat budget of the continental landmasses, Geophys. Res. Lett., 33, L04707, doi:10.1029/2005GL025300, 2006a. Huang, S.: Land warming as part of global warming, EOS, 87, 477–480, 2006b. Huang, S. and Pollack, H. N.: Global Borehole Temperature Database for Climate Reconstruction, IGBP PAGES/World Data Center-A for Paleoclimatology Data Contribution Series 1998-044, NOAA/NGDC Paleoclimatology Program, Boulder CO, USA, GR 1, 1998. Huang, S., Pollack, H. N., and Shen, P. Y.: Temperature trends over the past five centuries reconstructed from borehole temperatures, Nature, 403, 756–758, 2000. Isaksen, K., Benestad, R. E., Harris, C., and Sollid, J. L.: Recent extreme near-surface permafrost temperatures on Svalbard in relation to future climate scenarios, Geophys. Res. Lett., 34, L17502, doi:10.1029/2007GL031002, 2007. Jansen, E., Overpeck, J., Briffa, K. R., Duplessy, J. C., Masson-Delmontte, V., Olago, D., Otto-Bliesner, B., Peltier, W. R., Rahmstorf, S., Ramesh, R., Raynaud, D., Rind, D., Solomina, O., Villalba, R., and Zhang, D.: Paleoclimate: Climate Change 2007: The Physical Science Basis, in: Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, edited by: Solomon, S., Qin, D., Manning, M., Chen, Z., Marquis, M., Averyt, K. B., Tignor, M., and Miller, H. L., Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 996 pp., 2007. Jones, P. D. and Mann, M.: Climate over past millennia, Rev. Geophys., 42, RG2002, doi:10.1029/2003RG000143, 2004. Jones, P. D., Briffa, K. R., Barnett, T. P., and Tett, S. F. B.: Highresolution paleoclimatic records for the last millennium: interpretation, integration and comparison with General Circulation Model control-run temperatures, Holocene, 8, 455–471, 1998. Jones, P. D., Briffa, K. R., Osborn, T. J., Lough, J. M., van Ommen, T. D., Vinther, B. M., Luterbacher, J., Wahl, E., Zwiers, F. W., Schmidt, G. A., Ammann, C., Mann, M. E., Buckley, B. M., Cobb, K., Esper, J., Goosse, H., Graham, N., Jansen, E., Kiefer, T., Kull, C., Küttel, M., Mosley-Thompson, E., Overpeck, J. T., Riedwyl, N., Schulz, M., Tudhope, S., Villalba, R., Wanner, H., Wolff, E., and Xoplaki, E.: High-resolution paleoclimatology of the last millennium: a review of current status and future prospects, Holocene, 19, 3–49, 2009. Jones, P. D., Osborn, T. J., and Briffa, K. R.: The evolution of climate over the last millenium, Science, 292, 662–667, 2001. Jouzel, J.: Calibrating the isotopic paleothermometer, Science, 286, 910–911, 1999. Kageyama, M., Laîné, A., Abe-Ouchi, A., Braconnot, P., Cortijo, E., Crucifix, M., de Vernal, A., Guiot, J., Hewitt, C. D., Kitoh, A., Kucera, M., Marti, O., Ohgaito, R., Otto-Bliesner, B., Peltier, W. R., Rosell-Melé, A., Vettoretti, G., Weber, S. L.,Yu, Y., and MARGO Project Members: Last Glacial Maximum temperatures over the North Atlantic, Europe and western Siberia: a comparison between PMIP models, MARGO seasurface temperatures and pollen-based reconstructions, Quaternary Sci. Rev., 25, 2082–2102, 2006. Kalnay, E.: The NCEP/NCAR 40-year reanalysis project, B. Am. Meterol. Soc., 77, 437–471, 1996. Kanamitsu, M., Ebisuzaki, W., Woollen, J., Yang, S.-K., Hnilo, J. J., Fiorino, M., and Potter, G. L.: NCEP-DEO AMIP-II Reanalysis (R-2), B. Am. Meteorol. Soc., 83, 1631–1643, 2002. Kellman, L., Beltrami, H., and Risk, D.: Changes in seasonal soil respiration with pasture conversion to forest in Atlantic Canada, Biogeochem., 82, 101–109, 2007. Kohl, T.: Paleoclimatic temperature signals- can they be washed out?, Tectonophysics, 291, 225–234, 1998. Kohl, T.: Transient thermal effects below complex topographies, Tectonophysics, 306, 311–324, 1999. Krinner, G., Genthon, C., and Jouzel, J.: GCM analysis of local influences on ice core signals, Geophys. Res. Lett., 24, 2825–2828, 1997. Kueppers, L. M., Snyder, M. A., and Sloan, L. C.: Irrigation cooling effect: Regional climate forcing by land-use change, Geophys. Res. Lett., 34, L03703, doi:10.1029/2006GL028679, 2007. Kukkonen, I. T. and Clauser, C.: Simulation of heat transfer at the Kola deep-hole site- implications for advection, heat refraction and paleoclimatic effects, Geophys. J. Int., 41, 175–191, 1994. Küttel, M., Luterbacher, J., Zorita, E., Xoplaki, E., Riedwyl, N., and Wanner H.: Testing a European winter surface temperature reconstruction in a surrogate climate, Geophys. Res. Lett., 34, L07710, doi:10.1029/2006GL027907, 2007. Lachenbruch, A. H. and Marshall, B. V.: Changing climate: geothermal evidence from permafrost in the Alaskan Arctic, Science, 234, 689–696, 1986. Lane, E. C.: Geotherms of the Lake Superior Copper Country, Geol. Soc. Am. Bull., 34(4), 703–720, 1923. Lawrence, D. M. and Slater, A. G.: A projection of severe near surface permafrost degradation during the 21st century, Geophys. Res. Lett., 32, L24401, doi:10.1029/2005GL025080, 2005. Lean, J., Beer, J., and Bradley, R.: Reconstruction of solar irradiance since 1610: implications for climate change, Geophys. Res. Lett., 22(23), 3195–3198, 1995. Lean, J., Wang, Y., and Sheeley, N.: The effect of increasing solar activity on the sun’s total and open magnetic flux during multiple cycles: implications for solar forcing of climate, Geophys. Res. Lett., 29(24), 2224, doi:10.1029/2002GL015880, 2002. Lee, T. C. K., F. W. Zwiers, and Tsao, M.: Evaluation of proxybased millennial reconstruction methods, Clim. Dynam., 31, 263–281, 2008. Leggett, J., Pepper, W. J., and Swart, R. J.: Emission scenarios for the IPCC: an update, in: Climate Change 1992: The Supplementary Report to the IPCC Scientific Assessment, edited by: Houghton, J. T., Callander, B. A., and Varney, S. K., Cambridge University Press, New York, 69–95, 1992. Legutke, S. and Voss, R.: The Hamburg Atmosphere-Ocean Coupled Circulation Model ECHO-G, DKRZ, Hamburg, Tech. Rep. 18, 1999. Levitus, S., Antonov, J., Wang, J., Delworth, T. L., Dixon, K. W., and Broccoli, A. J.: Anthropogenic warming of the Earth’s climate system, Science, 292, 267–270, 2001. Levitus, S., Antonov, J., and Boyer, T.: Warming of the world ocean: 1955–2003, Geophys. Res. Let., 32, L02604, doi:10.1029/2004GL021592, 2005. Lewis, T. J. and Wang, K.: Geothermal evidence for deforestation induced warming: implications for the climatic impact of land development, Geophys. Res. Lett., 25, 535–538, 1998. Li, H., Robock, A., and Wild, M.: Evaluation of Intergovernmental Panel on Climate Change Fourth Assessment soil moisture simulations for the second half of the twentieth century, J. Geophys. Res., 112, D01606, doi:10.1029/2006JD007455, 2007. Liang, X. Z., Kunkel, K. E., and Samel, A. N.: Development of a regional climate model for U. S. Midwest applications. Part I: Sensitivity to buffer zone treatment, J. Climate, 14, 4363–4378, 2001. Lin, X., Smerdon, J. E., England, A. W., and Pollack, H. N.: A model study of the effects of climatic precipitation changes on ground temperatures, J. Geophys. Res., 108(D7), 4230, doi:10.1029/2002JD002878, 2003. Luterbacher, J., Rickli, R., Xoplaki, E., Tinguely, C., Beck, C., Pfister, C., and Wanner, H.: The Late Maunder Minimum (1675–1715) – A key period for studying decadal scale climatic change in Europe, Climatic Change, 49, 441–462, 2001. Luterbacher, J., Xoplaki, E., Dietrich, D., Jones, P. D., Davies, T. D., Portis, D., González Rouco, J. F., von Storch, H., Gyalistras, D., Casty, C., and Wanner, H.: Extending North Atlantic Oscillation reconstructions back to 1500, Atmos. Sci. Lett., 2, 114–124, 2002a. Luterbacher, J., Xoplaki, E., Dietrich, D., Rickli, R., Jacobeit, J., Beck, C., Gyalistras, D., Schmutz, C., and Wanner, H.: Reconstruction of sea level pressure fields over the Eastern North Atlantic and Europe back to 1500, Clim. Dynam., 18, 545–561, 2002b. Luterbacher, J., Dietrich, D., Xoplaki, E., Grosjean, M., and Wanner, H.: European seasonal and annual temperature variability, trends and extremes since 1500, Science, 303, 1499–1503, 2004. Luterbacher, J., Liniger, M. A., Menzel A., Estrella, N., DellaMarta, P. M., Pfister, C., Rutishauser, T., and Xoplaki, E.: The exceptional European warmth of Autumn 2006 and Winter 2007: Historical context, the underlying dynamics and its phenological impacts, Geophys. Res. Lett., 34, L12704, 2007. Lynch-Stieglitz, M.: The development and validation of a simple snow model for the GISS GCM, J. Climate, 7, 1842-1855, 1994. Majorowicz, J., Šafanda, J., Harris, R. N., and Skinner, W. R.: Large ground surface temperature changes of the last three centuries inferred from borehole temperatures in the Southern Canadian Prairies, Saskatchewan, Global Planet. Change, 20, 227–241, 1999. Majorowicz, J., Šafanda, J., and Skinner, W. R.: East to west retardation in the onset of the recent warming across Canada inferred from inversions of temperature logs, J. Geophys. Res., 107(B10), 2227, doi:10.1029/2001JB000519, 2002. Majorowicz, J., Šafanda, J., and Skinner, W. R.: Past surface tempreature changes as derived from continental temperature logs – Canadian and some global examples of application of a new tool in climate change studies, Adv. Geophys., 47, 113–173, 2004. Malevsky-Malevich, S. P., Molkentin, E. K., Nadyozhina, E. D., and Shklyarevich, O. B.: Numerical simulation of permafrost parameters distribution in Russia, Cold Reg. Sci. Technol., 32, 1–11, 2001. Mann, M. E.: Climate over the past two millennia, Ann. Rev. Earth. Planet. Sci., 35, 111–136, 2007. Mann, M. E. and Jones, P. D.: Global surface temperatures over the past two millennia, Geophys. Res. Lett., 30(15), 1820, doi:10.1029/2003GL017814, 2003. Mann, M. E. and Rutherford, S.: Climate reconstructions using “Pseudoproxies”, Geophys. Res. Lett., 29(10), 1501, doi:10.1029/2001GL014554, 2002. Mann, M. E. and Schmidt, G. A.: Ground vs. Surface air temperature trends: implications for borehole surface temperature reconstructions, Geophys. Res. Lett., 30(12), 1607, doi:10.1029/2003GL017170, 2003. Mann, M. E., Bradley, R. S., and Hughes, M. K.: Global-Scale temperature patterns and climate forcing over the past six centuries, Nature, 392, 779–787, 1998. Mann, M. E., Bradley, R. S., and Hughes, M. K.: Northern Hemisphere Temperatures during the Past Millenium: inferences, uncertainties and limitations, Geophys. Res. Lett., 26, 759–762, 1999. Mann, M. E., Rutherford, S., Bradley, R. S., Hughes, M. K., and Keiming, F. T.: Optimal surface temperature reconstructions using terrestrial borehole data, J. Geophys. Res., 108(D7), 4203, doi:10.1029/2002JD002532, 2003. Mann, M. E., Rutherford, S., Wahl, E., and Ammann, C.: Testing the fidelity of methods used in proxy-based reconstructions of past climate, J. Climate, 18, 4097–4107, 2005. Mann, M. E., Rutherford, S., Wahl, E., and Ammann, C.: Reply to comments on “Testing the Fidelity of Methods Used in Proxybased Reconstructions of Past Climate” by Zorita, E., González Rouco, F., Von Storch, H., et al., J. Climate, 20, 3699–3703, doi:10.115/JCLI4172.1, 2007a. Mann, M. E., Rutherford, S., Wahl, E., and Ammann, C.: Reply to comment on “Testing the Fidelity of Methods Used in Proxybased Reconstructions of Past Climate” by Smerdon, J.E. and Kaplan, A., J. Climate, 20, 5671–5674, 2007b. Mann, M. E., Rutherford, S., Wahl, E., and Ammann, C.: Robustness of proxy-based climate field reconstruction methods, J. Climate, 112, D12109, doi:10.1029/2006JD008272,2007c. Mann, M. E., Zhang, Z., Hughes, M. K., Bradley R. S., Miller S. K., Rutherford, S., and Ni, F.: Proxy-based reconstructions of hemispheric and global surface temperature variations over the past two millennia, P. Natl. Acad. Sci. USA, 105, 13 252–13 257, 2008. Mareschal, J. C. and Beltrami, H.: Evidence for recent warming from perturbed thermal gradients: examples from eastern Canada, Clim. Dynam., 6, 135–143, 1992. MacDougall, A. H., González Rouco, J. F., Stevens, M. B., and Beltrami, H.: Quantification of subsurface heat storage in a GCM simulation, Geophys. Res. Lett., 35, L13702, doi:10.1029/2008GL034639, 2008. McIntyre, S. and McKitrick, R.: Hockey sticks, principal components and spurious significance, Geophys. Res. Lett., 32, L03710, doi:10.1029/2004GL021750, 2005. Meier, N., Rutishauser, T., Pfister, C., Wanner, H., and Luterbacher, J.: Grape Harvest Dates as a proxy for Swiss April to August Temperature Reconstructions back to AD 1480, Geophys. Res. Lett., 34, L20705, doi:10.1029/2007GL031381, 2007. Miguez Macho, G., Stenchikov, G. L., and Robock, A.: Regional Climate Simulations over North America: interaction of local processes with improved large-scale flow, J. Geophys. Res., 18, 1227–1246, 2005. Miguez Macho, G., Fan, Y., Weaver, C. P., Walko, R., and Robock, A.: Incorporating water table dynamics in climate modelling: 2. Formulation, validation, and soil moisture simulation, J. Geophys. Res., 112, D13108, doi:10.1029/2006JD008112, 2007. Min, S., Legutke, S., Hense, A., and Kwon, W.: Internal variability in a 1000-yr control simulation with the coupled climate model ECHO-G – I. Near surface temperature, precipitation and sea level pressure, Tellus A, 57, 605–621, 2005a. Min, S., Legutke, S., Hense, A., and Kwon, W.: Internal variability in a 1000-yr control simulation with the coupled climate model ECHO-G – II. El Niño Sourthern Oscillation and North Atlantic Oscillation, Tellus A, 57, 622–640, 2005b. Mitchell, J. F. B., Karoly, D. J., Hegerl, G. C., Zwiers, F. W., and Marengo, J.: Detection of climate change and attribution of causes: Climate Change 2001, The Scientific Basis, in: The Contribution of Working Group I to the Third Assessment Report of the Intergovernmental Panel on Climate Change, edited by: Houghton, J. T., Ding, Y., Griggs, D. J., et al., Cambridge University Press, New York, NY, USA, 695–738, 2001. Moberg, A., Sonechkin, D. M., Holmgren, K., Datsenko, N. M., and Karlén, W.: Highly variable Northern Hemisphere temperatures reconstructed from low- and high-resolution proxy data, Nature, 433, 613–617, 2005. Moberg, A., Mohammad, R., and Mauritsen, T.: Analysis of the Moberg et al. (2005) hemispheric temperature reconstruction. Clim. Dynam., 31, 957–971, 2008. Mölders, N. and Romanovsky, V. E.: Long-term evaluation of the Hydro-Thermodynamic Soil-Vegetation Scheme’s frozen ground/permafrost component using observations at Barrow, Alaska, J. Geophys. Res., 111, D04105, doi:10.1029/2005JD005957, 2006. Mottaghy, D. and Rath, V.: Latent heat effects in subsurface heat transport modelling and impact on paleotemperature reconstructions, Geophys. J. Int., 164, 236–245, 2006. Nelson, F. E.: (UN)frozen in time, Science, 299, 1673–1675, 2003. Nelson, F. E. and Anisimov, O. A.: Permafrost zonation in Russia under anthropogenic climatic change, Permafrost Periglac., 4, 137–148, 1993. Nicolsky, D. J., Romanovsky, V. E., Alexeev, V. A., and Lawrence, D. M.: Improved modeling of permafrost dynamics in a GCM land-surface scheme, Geophys. Res. Lett., 34, L08501, doi:10.1029/2007GL029525, 2007. Nitoiu, D. and Beltrami, H.: Subsurface thermal effects of land use changes, J. Geophys. Res., 110, F01005, doi:10.1029/2004JF000151, 2005. North, G. R., Biondi, F., Bloomfield, P., Christy, J. R., Cuffey, K. M., Dickinson, R. E., Druffel, E. R. M., Nychka, D., OttoBliesner, B., Roberts, N., Turekian, K. K., Wallace, J. M., Kraucunas, I., Elfring, C., Staudt, A., Galinis, E. A., Probst, L., Gustafson, D., and Grossblatt, N.: Surface temperature reconstructions for the last 2000 years, National Research Council., The National Academies Press, Washington, DC, 92 pp., 2006. Oechel, W. C., Vourlitis, G. L., Hastings, S. J., Zulueta, R. C., Hinzman, L., and Kane, D.: Acclimation of ecosystem CO2 exchange in the Alaskan Arctic in response to decadal climate warming, Nature, 406, 978–981, 2000. Osborn, T., Raper, S. C. B., and Briffa, K. R.: Simulated climate change during the last 1000 years: comparing the ECHO-G general circulation model with the MAGICC simple climate model, Clim. Dynam., 27(2–3), 185–197, 2006. Overpeck, J., Hughen, K., Hardy, D., Bradley, R., Case, R., Douglas, M., Finney, B., Gajewski, K., Jacoby, G., Jennings, A., Lamoureux, S., Lasca, A., MacDonald, G., Moore, J., M. Retelle, Smith, S., Wolfe, A., and Zielinski, G.: Arctic environmental change of the last four centuries, Science, 278, 1251–1256, 1997. Pasquale, V., Verdoya, M., Chiozzi, P., Bodri, L., and Bellani, S.: Temperature signal in the underground for climate history reconstruction in Italy, Global Planet. Change, 47, 36–50, 2005. Pauling, A., Luterbacher, J., Casty, C., and Wanner, H.: Five hundred years of gridded high-resolution precipitation reconstructions over Europe and the connection to large-scale circulation, Clim. Dynam., 26, 387–405, 2006. Peters-Lidard, C. D., Blackburn, E., Liang, X., and Wood, E. F.: The effect of soil thermal conductivity parameterization on surface energy fluxes and temperatures, J. Atmos. Sci., 55, 1209–1224, 1998. Pfister, C., Luterbacher, J., Schwarz-Zanetti, G., and Wegmann, M.: Winter air temperature variations in western Europe during the Early and High Middle Ages (AD 750–1300). Holocene, 8, 535–552, 1998. Pielke, R. A.: Heat storage within the earth system, B. Am. Meteorol. Soc., 14, 331–335, 2003. Pollack, H. N. and Huang, S.: Climate reconstruction from subsurface temperatures, Anne. Rev. Earth. Pl. Sc., 28, 339–365, 2000. Pollack, H. N. and Smerdon, J. E.: Borehole climate reconstructions: spatial structure and hemispheric averages, J. Geophys. Res., 109, D11106, doi:10.1029/2003JD004163, 2004. Pollack, H. N., Shen, P. Y., and Huang, S.: Inference of ground surface temperature history from subsurface temperature data: interpreting ensembles of borehole logs, Pure Appl. Geophys., 147, 537–550, 1996. Pollack, H. N., Huang, S., and Shen, P. Y.: Climate change record in subsurface temperatures: a global perspective, Science, 282, 279–281, 1998. Pollack, H. N., Smerdon, J. E., and van Keken, P. E.: Variable seasonal coupling between air and ground temperatures: a simple representation in termes of subsurface thermal diffusivity, Geophys. Res. Lett., 32, L15405, doi:10.1029/2005GL023869, 2005. Pollack, H. N., Huang, S., and Smerdon, J. E.: Five centuries of climate change in Australia: the view from underground, J. Quaternary Sci., 21(7), 701–706, 2006. Putnam, S. N. and Chapman, D. S.: A geothermal climate change observatory: first year results from Emigrant Pass in northwest Utah, J. Geophys. Res., 101, 21 877–21 890, 1996. Raible, C., Luksch, U., Fraedrich, K., and Voss, R.: North Atlantic decadal regimes in a coupled GCM simulation, Clim. Dynam., 18, 321–330, 2001. Raible, C., Luksch, U., and Fraedrich, K.: Precipitation and Northern Hemisphere regimes, Atmos. Sci. Lett., 5, 43–55 2004. Raible, C., Stocker, T. F., Yoshimori, M., Renold, M., and Beyerle, U.: Northern Hemispheric Trends of Pressure Indices and Atmospheric Circulation Patterns in Observations, Reconstructions, and Coupled GCM Simulations, J. Climate, 18, 3968–3982, 2005. Räisänen, J.: How reliable are climate models?, Tellus A, 59, 2–29, 2007. Rajver, D., Šafanda, J., and Shen, P. Y.: The climate record inverted from borehole temperatures in Slovenia, Tectonophysics, 291, 263–276, 1998. Rath, V. and Mottaghy, D.: Smooth inversion for ground surface temperature histories: estimating the optimum regularization parameter by generalized cross-validation, Geoph. J. Int., 171(3), 1440–1448, 2007. Riedwyl, N., Küttel, M., Luterbacher, J., and Wanner, H.: Comparison of climate field reconstruction techniques: Application to Europe, Clim. Dynam., 32, 381–395, 2009. Rimi, A.: Evidence of recent warming in the north of Morocco from disturbed geothermal gradientes, Geodin. Acta, 13, 19–27, 2000. Rind, D., Shindell, D., Perlwitz, J., and Lerner, J.: The relative importance of solar and anthropogenic forcing of climate change between the Maunder Minimum and the present, J. Climate, 17, 906–929, 2004. Risk, D., Kellman, L., and Beltrami, H.: Soil CO2 production and surface flux at four climate observatories in eastern Canada, Global Biogeochem. Cycles, 16(4), 1122, doi:10.1029/2001GB001831, 2002a. Risk, D., Kellman, L., and Beltrami, H.: Carbon dioxide in soil profiles: production and temperature dependence, Geophys. Res. Lett., 29(6), 1087, doi:10.1029/2001GL014002, 2002b. Riveros Iregui, D. A., Emanuel, R. E., Muth, D. J., McGlynn, B. L., Epstein, H. H., Welsch, D. L., Pacific, V. J., and Wraith, J. M.: Diurnal hystereis between soil CO2 and soil temperature is controlled by soil water content, Geophys. Res. Lett., 34, L17404, doi:10.1029/2007GL030938, 2007. Robertson, A., Overpeck, J., Rind, D., Mosley-Thompson, E., Zielinski, G., Lean, J., Koch, D., Penner, J., Tegen, I., and Healy, R.: Hypothesized climate forcing time series for the last 500 years, J. Geophys. Res., 106, 14 783–14 803, 2001. Robock, A. and Li, H.: Solar dimming and CO2 effects on soil moisture trends, Geophys. Res. Lett., 33, L20708, doi:10.1029/2006GL027585, 2006. Robock, A., Vinnikov, K. Y., Srinivasan, G., Entin, J. K., Hollinger, S. E., Speranskaya, N. A., Liu, S., and Namkhai, A.: The global soil moisture data bank, B. Am. Meteorol. Soc., 81(6), 1281–1299, 2000. Roeckner, E., Arpe, K., Bengtsson, L., Christoph, M., Claussen, M., Dumenil, L., Esch, M., Giorgetta, M., Schlese, U., and Schulzweida, U.: The atmospheric general circulation model ECHAM4: model description and simulation of present-day climate, Max-Planck-Institut für Meterologie, Hamburg, Germany, Tech. Rep. 218, 1996. Roeckner, E., Bengtsson, L., Feichter, J., Lelieveld, J., and Rodhe, H.: Transient climate change simulations with a coupled atmosphere-ocean GCM including the tropospheric sulfur cycle, J. Climate, 12, 3004–3032, 1999. Roy, S., Harris, R. N., Rao, R. U. M., and Chapman, D. S.: Climate change in India inferred from geothermal observations, J. Geophys. Res., 107(B7), 2138, doi:10.1029/2001JB000536, 2002. Rutherford, S. and Mann, M. E.: Correction to “Optimal surface temperature reconstructions using terrestrial borehole data”, J. Geophys. Res., 109, D11107, doi:10.1029/2003JD004290, 2004. Rutherford, S., Mann, M. E., Delworth, T. L., and Stouffer, R. J.: Climate field reconstruction under stationary and non stationary forcing, J. Climate, 16, 462–479, 2003. Rutherford, S., Mann, M. E., Osborn, T. J., Bradley, R. S., Briffa, K. R., Hughes, M. K., and Jones, P. D.: Proxy-based Northern Hemisphere surface temperature reconstructions: sensitivity to method, predictor network, target season and target domain, J. Climate, 18, 2308–2329, 2005. Šafanda, J.: Ground surface temperature as a function of slope angle and slope orientation and its effect on the subsurface temperature field, Tectonophysics, 306, 367–376, 1999. Šafanda, J., Cermak, V., and Bodri, L.: Climate history inferred from borehole temperatures, data from the Czech Republic, Surv. Geophys., 18, 197–212, 1997. Šafanda, J., Rajver, D., Correia, A., and Dĕdeček, P.: Repeated temperature logs from Czech, Slovenian and Portuguese borehole climate observatories, Clim. Past, 3, 453–462, 2007, http://www.clim-past.net/3/453/2007/. Sazonova, T. S. and Romanovsky, V. E.: Permafrost dynamics in the 20th and 21st centuries along the East Siberian transect, J. Geophys. Res., 109, D01108, doi:10.1029/2003JD003680, 2004. Schaefer, K. M., Zhang, T., Tans, P. P., and Stoeckli, R.: Temperature anomaly reemergence in seasonally frozen soils, J. Geophys. Res., 112, D20102, doi:10.1029/2007JD008630, 2007. Schmidt, G. A. and Mann, M. E.: Reply to Comment on “Ground vs. surface air temperature trends: implications for borehole surface temperature reconstructions” by D. Chapman et al., Geophys. Res. Lett., 31, L07206, doi:10.1029/2003GL019144, 2004. Seneviratne, S. I., Luethi, D., Litschi, M., and Schaer, C.: Landatmosphere coupling and climate change in Europe, Nature, 443, 205–209, 2006. Serban, D. Z., Nielsen, S. B., and Demetrescu, C.: Transylvanian heat flow in the presence of topography, paleoclimate and groundwater flow, Tectonophysics, 335, 331–344, 2001. Sheffield, J. and Wood, E. F.: Characteristics of global and regional drought, 1950–2000: Analysis of soil moisture data from off-line simulation of the terrestrial hydrologic cycle, J. Geophys. Res., 112, D17115, doi:10.1029/2006JD008288, 2007. Shen, P. Y. and Beck, A. E.: Least squares inversion of borehole temperature measurements in functional space, J. Geophys. Res., 96, 19 965–19 979, 1991. Shen, P. Y., Wang, K., Beltrami, H., and Mareschal, J. C.: A comparative study of inverse methods for estimating climatic history from borehole temperature data, Palaeogeogr. Palaeocl. (Global Planet. Change Sect.), 98, 113–127, 1992. Shen, P. Y., Pollack, H. N., Huang, S., and Wang, K.: Effects of subsurface heterogeneity on the inference of climate change from borehole temeprature, J. Geophys. Res., 100, 6383–6396, 1995. Shen, P. Y., Pollack, H. N., and Huang, S.: Inference of ground surface temperature history from borehole temperature data: a comparison of two inverse methods, Global Planet. Change, 14, 49–57, 1996. Shindell, D. T., Schmidt, G. A., Mann, M. E., Rind, D., and Waple, A.: Solar forcing of regional climate change during the Maunder Minimum, Nature, 294, 2149–2152, 2001. Siegenthaler, U., Monnin, E., Kawamura, K., Spahni, R., Schwander, J., Stauffer, B., Stocker, T. S., Barnola, J. M., and Fischer, H.: Supporting evidence from the EPICA Dronning Maud Land ice core for atmospheric CO2 changes during the past millennium, Tellus B, 57, 51–57, 2005. Smerdon, J. E. and Kaplan, A.: Comment on “Testing the fidelity of methods used in proxy-based reconstructions of past climate”: the role of the standardization interval, J. Climate, 20, 5666– 5670, 2007. Smerdon, J. E. and Stieglitz, M.: Simulating heat transport of harmonic temperature signals in the Earth’s shallow subsurface: lower-boundary sensitivities, Geophys. Res. Lett., 33, L14402, doi:10.1029/2006GL026816, 2006. Smerdon, J. E., Pollack, H. N., Enz, J. W., and Lewis, M. J.: Conduction-dominated heat transport of the annual temperature signal in soil, J. Geophys. Res., 108(B9), 2431, doi:10.1029/2002JB002351, 2003. Smerdon, J. E., Pollack, H. N., Cermak, V., Enz, J. W., Kresl, M., Šafanda, J., and Wehmiller, J. F.: Air-ground temperature coupling and subsurface propagation of annual temperature signals, J. Geophys. Res., 109, D21107, doi:10.1029/2004JD0050506, 2004. Smerdon, J. E., Pollack, H. N., Cermak, V., Enz, J. W., Kresl, M., Šafanda, J., and Wehmiller, J. F.: Daily, seasonal and annual relationships between air and subsurface temperatures, J. Geophys. Res., 111, D07101, doi:10.1029/2004JD005578, 2006. Sokratov, S. A. and Barry, R. G.: Intraseasonal variation in the thermoinsulation effect of snow cover and soil temperatures and energy balance, J. Geophys. Res., 107(D10), 4093, doi:10.1029/2001JD000489, 2002. Solanki, S. K. and Krivova, N. A.: Solar irradiance variations: from current measurements to long-term estimates, Sol. Phys., 224, 197–208, 2004. Solomon, S., Qin, D., Manning, M., Chen, Z., Marquis, M., Averyt, K. B., Tignor, M., and, Miller, H. L. (eds.): Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 2007. Stendel, M. and Christensen, J. H.: Impact of global warming on permafrost conditions in a coupled GCM, Geophys. Res. Lett., 29(13), 1632, doi:10.1029/2001GL014345, 2002. Stendel, M., Mogensen, I. A., and Christensen, J. H.: Influence of various forcings on global climate in historical times using a coupled atmosphere-ocean general circulation model, Clim. Dynam., 26, 1–15, 2006. Stendel, M., Romanovsky V. E., Christensen J. H., and Sazonova, T.: Using downscaling to close the gap between global change scenarios and local permafrost dynamics, Global Plan. Change, 56, 203–214, 2007. Stevens, M. B., González Rouco, J. F., and Beltrami, H.: North American climate of the last millennium: Underground temperatures and model comparison, J. Geophys. Res., 113, F01008, doi:10.1029/2006JF000705, 2008. Stevens, M. B., Smerdon, J. E., González Rouco, J. F., Stieglitz, M., and Beltrami, H.: Effects of bottom boundary condition placement on subsurface heat storage: Implications for climate model simulations, Geophys. Res. Lett., 34, L02702, doi:10.1029/2006GL028546, 2007. Stieglitz, M. and Smerdon, J.: Characterizing Land-Atmosphere coupling and the implications for subsurface thermodynamics, J. Climate, 20, 21–37, 2007. Stieglitz, M., Dery, S. J., Romanovsky, V. E., and Ostercamp, T. E.: The role of snow cover in the warming of the artic permafrost, Geophys. Res. Lett., 30(13), 1721, doi:10.1029/2003GL017337, 2003. Sun, S. and Zhang, X.: Effect of the lower boundary position of the fourier equation on the soil energy balance, Adv. Atmos. Sci., 21(6), 868–878, 2004. Sushama, L., Laprise, R., and Allard, M.: Modeled current and future soil thermal regime for northeast Canada, J. Geophys. Res., 111, D18111, doi:10.1029/2005JD007027, 2006. Sushama, L., Laprise, R., Caya, D., Verseghy, D., and Allard, M.: An RCM projection of soil thermal and moisture regimes for North American permafrost zones, Geophys. Res. Lett., 34, L20711, doi:10.1029/2007GL031385, 2007. Taylor, C. M., Parker, D. J., and Harris, P. P.: An observational case study of mesoscale atmospheric circulations induced by soil moisture, Geophys. Res. Lett., 34, L15801, doi:10.1029/2007GL030572, 2007. Tett, S. F. B., Betts, R., Crowley, T. J., Gergory, J., Johns, T. C., Jones, A., Osborn, T. J., Ostrom, E., Roberts, D. L., and Woodgage, M. J.: The impact of natural and anthropogenic forcings on climate and hydrology since 1550, Clim. Dynam., 28, 3–34, 2007. Verdoya, M., Chiozzi, P., and Pasquale, V.: Thermal log analysis for recognition of ground surface temperature change and water movements, Clim. Past, 3, 315–324, 2007, http://www.clim-past.net/3/315/2007/. Verseghy, D., McFarlane, N., and Lazare, M.: CLASS – A Canadian land surface scheme for GCMs. II: Vegetation model and coupled runs, Int. J. Climatol., 13, 347–370, 1993. Villalba, R., Grau, H. R., Boninsegna, J. A., Jacoby, G. C., and Ripalta, A.: Tree-ring evidence for long-term recipitation changes in subtropical South America, Int. J. Climatol., 18, 1463–1478, 1998. von Storch, H.: Inconsistencies at the interface of climate impact studies and global climate research, Meteorol. Z., 4, 71–80, 1995. von Storch, H., Zorita, E., Dimitriev, Y., González Rouco, F., and Tett, S.: Reconstructing past climate from noisy data, Science, 306, 679–682, 2004. von Storch, H., Zorita, E., Jones, J., González Rouco, F., and Tett, S.: Response to “Reconstruction of century scale temperature variations” by Wahl et al., Science, 312, 529 pp., 2006. Wahl, E. and Ammann, C. M.: Robustness of the Mann, Bradley, Hughes reconstruction of Northern Hemisphere surface temperatures: Examination of criticisms based on the nature and processing of proxy climate evidence, Clim. Change, 85, 33–69, 2007. Wahl, E. R., Ritson, D. M., and Ammann, C. M.: Reconstructing past climate from noisy data, Science, 312, 529 pp., 2006. Walker, J. and Rowntree, P. R.: The effect of soil moisture on circulation and rainfall in a tropical model, Q. J. Roy. Meteor. Soc., 103, 29–46, 1977. Wang, K.: Estimation of ground surface temperatures from borehole temperature data, J. Geophys. Res., 97, 2095–2106, 1992. Wang, K., Lewis, T. J., Belton, D. S., and Shen, P. Y.: Differences in recent ground surface warming in eastern and western Canada: evidence from borehole temperatures, Geophys. Res. Lett., 21, 2689–2692, 1994. Warrilow, D. A., Sangster, A. B., and Slingo, A.: Modelling of land surface processes and their influence on European Climate, Tech. rep., Met. Of. Tech. Note 20 DCTN 38, Bracknell, UK, 1986. Werner, M., Mikilajeewicz, U., Heimann, M., and Hoffmann, G.: Borehole versus isotope temperatures in Greenland: Seasonality does matter, Geophys. Res. Lett., 27, 723–726, 2000. Wolff, J. O., Maier-Reimer, E., and Legutke, S.: The Hamburg Ocean Primitive Equation Model, German Climate Computing Center (DKRZ), Hamburg, Germany, Tech. Rep. 13, 1997. Xoplaki, E., Luterbacher, J., Paeth, H., Dietrich, D., Steiner, N., Grosjean, M., and Wanner, H.: European spring and autumn temperature variability and change of extremes over the last half millennium, Geophys. Res. Lett., 32, L15713, doi:10.1029/2005GL023424, 2005. Xu, X., Zhang, F., and Levy, J. K.: The influence of land surface changes on regional climate in Northwest China, Adv. Atmos. Sci., 24, 527–537, 2007. Zhang, J., Wang, W. C., and Wei, J.: Assessing land-atmosphere coupling using soil moisture from the Global Land Data Assimilation System and observational precipitation, J. Geophys. Res., 113, D17119, doi:10.1029/2008JD009807, 2008. Zhang, T.: Influence of the seasonal snow cover on the ground thermal regime: An overview, Rev. Geophys., 43, RG4002, doi:10.1029/2004RG000157, 2005. Zhang, Y., Chen, W., Smith, S. L., and Riseborough, D. W.: Soil temperature in Canada during the twentieth century: Complex responses to atmospheric climate change, J. Geophys. Res., 110, D03112, doi:10.1029/2004JD004910, 2005. Zhu, J. and Liang, X.-Z.: Regional climate model simulations of U.S. soil temperature and moisture during 1982–2002, J. Geophys. Res., 110, D24110, doi:10.1029/2005JD006472, 2005. Zorita, E. and González Rouco, J. F.: Are temperature-sensitive proxies adequate for North Atlantic Oscillation reconstructions?, Geophys. Res. Lett., 29(14), 1703, doi:10.1029/2002GL015404, 2002. Zorita, E., González Rouco, J. F., and Legutke, S.: Testing the Mann et al. (1999) approach to paleoclimate reconstructions in the context of a 1000-Yr control simulation with the ECHO-G coupled climate model, J. Climate, 16, 1378–1390, 2003. Zorita, E., von Storch, H., González Rouco, J. F., Lutherbacher, J., Cubasch, U., Legutke, S., and Schlese, U.: 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, 2004. Zorita, E., González Rouco, J. F., von Storch, H., Montávez, J. P., and Valero, F.: Natural and anthropogenic modes of surface temperature variations in the last thousand years, Geophys. Res. Lett., 32, L08707, doi:10.1029/2004GL021563, 2005. Zorita, E., González Rouco, F., and von Storch, H.: Coments to “Testing the fidelity of methods used in proxy-based reconstructionss of past climate” by Mann, M. E., Rutherford, S., Wahl, E., al., J. Climate, 20, 3693–3698, 2007.
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