Borehole climatology: a discussion based on contributions from climate modeling

Abstract. 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.

[1]  M. Claussen,et al.  The atmospheric general circulation model ECHAM-4: Model description and simulation of present-day climate , 1996 .

[2]  B. McGlynn,et al.  Diurnal hysteresis between soil CO2 and soil temperature is controlled by soil water content , 2007 .

[3]  J. Hansen,et al.  Earth's Energy Imbalance: Confirmation and Implications , 2005, Science.

[4]  G. Clow The extent of temporal smearing in surface-temperature histories derived from borehole temperature measurements , 1992 .

[5]  F. Nelson,et al.  (Un)frozen in Time , 2003, Science.

[6]  Ground surface temperature history at a single site in southern Portugal reconstructed from borehole temperatures , 2001 .

[7]  W. Oechel,et al.  Acclimation of ecosystem CO2 exchange in the Alaskan Arctic in response to decadal climate warming , 2000, Nature.

[8]  Kenneth E. Kunkel,et al.  Development of a Regional Climate Model for U.S. Midwest Applications. Part I: Sensitivity to Buffer Zone Treatment , 2001 .

[9]  J. Jouzel Calibrating the Isotopic Paleothermometer , 1999, Science.

[10]  V. Cermak,et al.  Underground temperature and inferred climatic temperature of the past millenium , 1971 .

[11]  H. Storch Inconsistencies at the interface of climate impact studies and global climate research , 1992 .

[12]  Francisco P. J. Valero,et al.  Simulating the climate since 1000 AD with the AOGCM ECHO-G , 2003 .

[13]  Shaopeng Huang,et al.  Inference of ground surface temperature history from subsurface temperature data: Interpreting ensembles of borehole logs , 1996 .

[14]  Axel Timmermann,et al.  under a Creative Commons License. Climate of the Past The origin of the European “Medieval Warm Period ” ∗ , 2006 .

[15]  G. Bonan,et al.  Effects of boreal forest vegetation on global climate , 1992, Nature.

[16]  René Laprise,et al.  A Semi-Implicit Semi-Lagrangian Regional Climate Model: The Canadian RCM , 1999 .

[17]  J. Šafanda Ground surface temperature as a function of slope angle and slope orientation and its effect on the subsurface temperature field , 1999 .

[18]  R. Barry,et al.  Intraseasonal variation in the thermoinsulation effect of snow cover on soil temperatures and energy balance , 2002 .

[19]  D. Frank,et al.  Summer temperature variations in the European Alps, A.D. 755-2004 , 2006 .

[20]  T. P. Barnett,et al.  High-resolution palaeoclimatic records for the last millennium: interpretation, integration and comparison with General Circulation Model control-run temperatures , 1998 .

[21]  H. Beltrami,et al.  Carbon dioxide in soil profiles: Production and temperature dependence , 2002 .

[22]  O. Anisimov,et al.  Permafrost distribution in the Northern Hemisphere under scenarios of climatic change , 1996 .

[23]  R. Harris,et al.  Climate change on the Colorado Plateau of eastern Utah inferred from borehole temperatures , 1995 .

[24]  H. Beltrami,et al.  Ground warming patterns in the Northern Hemisphere during the last five centuries , 2004 .

[25]  J. Mareschal,et al.  Selection of borehole temperature depth profiles for regional climate reconstructions , 2007 .

[26]  R. Harris Variations in air and ground temperature and the POM-SAT model: results from the Northern Hemisphere , 2007 .

[27]  K. Fraedrich,et al.  North Atlantic decadal regimes in a coupled GCM simulation , 2001 .

[28]  Scott Rutherford,et al.  Climate reconstruction using ‘Pseudoproxies’ , 2001 .

[29]  F. Feng,et al.  Reply to "Comment on , 1977 .

[30]  Victor Brovkin,et al.  Assessing climate forcings of the Earth system for the past millennium , 2003 .

[31]  Eugene R. Wahl,et al.  Testing the Fidelity of Methods Used in Proxy-Based Reconstructions of Past Climate , 2005 .

[32]  Anders Moberg,et al.  Analysis of the Moberg et al. (2005) hemispheric temperature reconstruction , 2008 .

[33]  J. Jouzel,et al.  GCM analysis of local influences on ice core δ signals , 1997 .

[34]  Joanna D. Haigh,et al.  Modelling the impact of solar variability on climate , 1999 .

[35]  J. Christensen,et al.  Impact of global warming on permafrost conditions in a coupled GCM , 2002 .

[36]  Konrad A Hughen,et al.  Arctic Environmental Change of the Last Four Centuries , 1997 .

[37]  G. Cooper,et al.  Optimized inversion of borehole temperature data , 1998 .

[38]  Jesper Heile Christensen,et al.  Influence of various forcings on global climate in historical times using a coupled atmosphere–ocean general circulation model , 2006 .

[39]  H. Wanner,et al.  European Seasonal and Annual Temperature Variability, Trends, and Extremes Since 1500 , 2004, Science.

[40]  G. Delisle Near‐surface permafrost degradation: How severe during the 21st century? , 2007 .

[41]  S. Seneviratne,et al.  Land–atmosphere coupling and climate change in Europe , 2006, Nature.

[42]  H. Beltrami,et al.  Evidence for recent warming from perturbed geothermal gradients: examples from eastern Canada , 1992 .

[43]  Hans von Storch,et al.  Comments on “Testing the Fidelity of Methods Used in Proxy-Based Reconstructions of Past Climate” , 2007 .

[44]  David M. Lawrence,et al.  Improved modeling of permafrost dynamics in a GCM land‐surface scheme , 2007 .

[45]  Gerd Bürger,et al.  Are multiproxy climate reconstructions robust? , 2005 .

[46]  Francisco P. J. Valero,et al.  Natural and anthropogenic modes of surface temperature variations in the last thousand years , 2005 .

[47]  K. Mosegaard,et al.  Past temperatures directly from the greenland ice sheet , 1998, Science.

[48]  V. Pasquale,et al.  Thermal log analysis for recognition of ground surface temperature change and water movements , 2007 .

[49]  H. Beltrami,et al.  Resolution of ground temperature histories inverted from borehole temperature data , 1995 .

[50]  Annette Menzel,et al.  Exceptional European warmth of autumn 2006 and winter 2007: Historical context, the underlying dynamics, and its phenological impacts , 2007 .

[51]  Wei‐Chyung Wang,et al.  Assessing land-atmosphere coupling using soil moisture from the Global Land Data Assimilation System and observational precipitation , 2008 .

[52]  L. Bodri,et al.  CLIMATE HISTORY INFERRED FROM BOREHOLE TEMPERATURES, DATA FROM THE CZECH REPUBLIC , 1997 .

[53]  T. Swetnam,et al.  A tree‐ring reconstruction of past precipitation for Baja California Sur, Mexico , 2001 .

[54]  M. Hughes,et al.  Northern hemisphere temperatures during the past millennium: Inferences, uncertainties, and limitations , 1999 .

[55]  C. Demetrescu,et al.  Thermal signal propagation in soils in Romania: conductive and non-conductive processes , 2007 .

[56]  Corinne Le Quéré,et al.  Climate Change 2013: The Physical Science Basis , 2013 .

[57]  David A. Robinson,et al.  North American snow extent: 1900-1994 , 1999 .

[58]  P. M. Lang,et al.  Atmospheric gas concentrations over the past century measured in air from firn at the South Pole , 1996, Nature.

[59]  Ying Fan,et al.  Incorporating water table dynamics in climate modeling: 2. Formulation, validation, and soil moisture simulation , 2007 .

[60]  Are temperature‐sensitive proxies adequate for North Atlantic Oscillation reconstructions? , 2002 .

[61]  P. Jones,et al.  The Evolution of Climate Over the Last Millennium , 2001, Science.

[62]  E. Zorita,et al.  Progress in Paleoclimate Modeling , 2006 .

[63]  R. Harris,et al.  Snow effect on North American ground temperatures, 1950-2002 , 2005 .

[64]  Julia Walker,et al.  The effect of soil moisture on circulation and rainfall in a tropical model , 1977 .

[65]  Eduardo Zorita,et al.  European climate response to tropical volcanic eruptions over the last half millennium , 2007 .

[66]  D. Verseghy,et al.  CLASS-A Canadian Land Surface Scheme for GCMs , 1993 .

[67]  Heinz Wanner,et al.  Grape harvest dates as a proxy for Swiss April to August temperature reconstructions back to AD 1480 , 2007 .

[68]  D. Etheridge,et al.  Natural and anthropogenic changes in atmospheric CO2 over the last 1000 years from air in Antarctic ice and firn , 1996 .

[69]  Elena Xoplaki,et al.  The Late Maunder Minimum (1675–1715) – A Key Period forStudying Decadal Scale Climatic Change in Europe , 2001 .

[70]  A. Beck,et al.  Least squares inversion of borehole temperature measurements in functional space , 1991 .

[71]  L. Bodri,et al.  Borehole climatology : a new method on how to reconstruct climate , 2007 .

[72]  Lennart Bengtsson,et al.  Transient Climate Change Simulations with a Coupled Atmosphere–Ocean GCM Including the Tropospheric Sulfur Cycle , 1999 .

[73]  E. Zorita,et al.  Deep soil temperature as proxy for surface air‐temperature in a coupled model simulation of the last thousand years , 2003 .

[74]  E. D. Nadyozhina,et al.  Numerical simulation of permafrost parameters distribution in Russia , 2001 .

[75]  Eugene R. Wahl,et al.  The importance of the geophysical context in statistical evaluations of climate reconstruction procedures , 2007 .

[76]  T. Stocker,et al.  Supporting evidence from the EPICA Dronning Maud Land ice core for atmospheric CO2 changes during the past millennium , 2005 .

[77]  Eduardo Zorita,et al.  Simulation and inversion of borehole temperature profiles in surrogate climates: Spatial distribution and surface coupling , 2006 .

[78]  J. Smerdon,et al.  Continental heat gain in the global climate system , 2001 .

[79]  V. Pasquale,et al.  Temperature signal in the underground for climate history reconstruction in Italy , 2005 .

[80]  M. Hughes,et al.  The Climate of the Last Millennium , 2003 .

[81]  R. Pielke Heat Storage Within the Earth System , 2003 .

[82]  Pierre Friedlingstein,et al.  Impact of land cover change on surface climate: Relevance of the radiative forcing concept , 2007 .

[83]  Shaopeng Huang Land warming as part of global warming , 2006 .

[84]  R. Harris,et al.  Snow and the ground temperature record of climate change , 2004 .

[85]  J. Smerdon,et al.  Air‐ground temperature coupling and subsurface propagation of annual temperature signals , 2004 .

[86]  A. Waple,et al.  Solar Forcing of Regional Climate Change During the Maunder Minimum , 2001, Science.

[87]  Edward R. Cook,et al.  Low-Frequency Signals in Long Tree-Ring Chronologies for Reconstructing Past Temperature Variability , 2002, Science.

[88]  Eduardo Zorita,et al.  Testing the Mann et al. (1998) Approach to Paleoclimate Reconstructions in the Context of a 1000-Yr Control Simulation with the ECHO-G Coupled Climate Model , 2003 .

[89]  Malcolm K. Hughes,et al.  Climate in Medieval Time , 2003, Science.

[90]  Eduardo Zorita,et al.  Testing a European winter surface temperature reconstruction in a surrogate climate , 2007 .

[91]  H. Wanner,et al.  Reconstruction of sea level pressure fields over the Eastern North Atlantic and Europe back to 1500 , 2002 .

[92]  H. Beltrami,et al.  Spatial patterns of ground heat gain in the Northern Hemisphere , 2006 .

[93]  Huang,et al.  Climate change record in subsurface temperatures: A global perspective , 1998, Science.

[94]  Shaopeng Huang,et al.  Inference of ground surface temperature history from borehole temperature data: a comparison of two inverse methods , 1996 .

[95]  A. Lane Geotherms of Lake Superior Copper Country , 1923 .

[96]  Crowley,et al.  Atmospheric science: Methane rises from wetlands , 2011, Nature.

[97]  J. Majorowicz,et al.  East to west retardation in the onset of the recent warming across Canada inferred from inversions of temperature logs , 2002 .

[98]  F. Joos,et al.  Solar influence on climate during the past millennium: Results from transient simulations with the NCAR Climate System Model , 2007, Proceedings of the National Academy of Sciences.

[99]  L. Cheng,et al.  Simultaneous inversion of borehole temperature data for determination of ground surface temperature history , 1997 .

[100]  E. Schneider,et al.  Influence of North American land processes on North Atlantic Ocean variability , 2003 .

[101]  E. Wahl,et al.  Comment on "Reconstructing Past Climate from Noisy Data" , 2006, Science.

[102]  Tingjun Zhang Influence of the seasonal snow cover on the ground thermal regime: An overview , 2005 .

[103]  Martin Wild,et al.  Evaluation of Intergovernmental Panel on Climate Change Fourth Assessment soil moisture simulations for the second half of the twentieth century , 2007 .

[104]  René Laprise,et al.  An RCM projection of soil thermal and moisture regimes for North American permafrost zones , 2007 .

[105]  Heinz Wanner,et al.  Comparison of climate field reconstruction techniques: application to Europe , 2009 .

[106]  Eduardo Zorita,et al.  Modelling the climate of the last millennium: What causes the differences between simulations? , 2005 .

[107]  H. Beltrami,et al.  Impact of horizontal groundwater flow and localized deforestation on the development of shallow temperature anomalies , 2007 .

[108]  E. Zorita,et al.  Teleconnections between ENSO and North Atlantic in an ECHO‐G simulation of the 1000–1990 period , 2007 .

[109]  R. Bras,et al.  Energy balance at the Earth's surface: Heat flux history in eastern Canada , 2000 .

[110]  J. Smerdon,et al.  A model study of the effects of climatic precipitation changes on ground temperatures , 2003 .

[111]  J. C. Jaeger,et al.  Conduction of Heat in Solids , 1952 .

[112]  René Laprise,et al.  Modeled current and future soil thermal regime for northeast Canada , 2006 .

[113]  M. Hughes,et al.  Optimal surface temperature reconstructions using terrestrial borehole data , 2003 .

[114]  G. Hegerl,et al.  Climate sensitivity constrained by temperature reconstructions over the past seven centuries , 2006, Nature.

[115]  J. Lean,et al.  The effect of increasing solar activity on the Sun's total and open magnetic flux during multiple cycles: Implications for solar forcing of climate , 2002 .

[116]  A. Jessop,et al.  Ground temperature histories in eastern and central Canada from geothermal measurements: evidence of climatic change , 1992 .

[117]  Manel Fernàndez,et al.  Heat-flow data and shallow thermal regime on Mallorca and Menorca (western Mediterranean) , 1992 .

[118]  Eric F. Wood,et al.  The Effect of Soil Thermal Conductivity Parameterization on Surface Energy Fluxes and Temperatures , 1998 .

[119]  Lara M. Kueppers,et al.  Irrigation cooling effect: Regional climate forcing by land‐use change , 2007 .

[120]  J. Mareschal,et al.  Variations in ground surface temperature histories in the Thompson Belt, Manitoba, Canada: environment and climate changes , 2003 .

[121]  J. Christensen,et al.  Using dynamical downscaling to close the gap between global change scenarios and local permafrost dynamics , 2007 .

[122]  D. Mottaghy,et al.  Smooth inversion for ground surface temperature histories: estimating the optimum regularization parameter by generalized cross-validation , 2007 .

[123]  Dennis P. Lettenmaier,et al.  Hydrologic effects of frozen soils in the upper Mississippi River basin , 1999 .

[124]  J. Smerdon,et al.  Simulating heat transport of harmonic temperature signals in the Earth's shallow subsurface: Lower‐boundary sensitivities , 2006 .

[125]  O. Anisimov,et al.  PERMAFROST ZONATION AND CLIMATE CHANGE IN THE NORTHERN HEMISPHERE: RESULTS FROM TRANSIENT GENERAL CIRCULATION MODELS , 1997 .

[126]  P. Dirmeyer Using a global soil wetness dataset to improve seasonal climate simulation , 2000 .

[127]  Eduardo Zorita,et al.  Response to Comment on "Reconstructing Past Climate from Noisy Data" , 2006, Science.

[128]  Evidence of recent warming in the north of Morocco from disturbed geothermal gradients , 2000 .

[129]  Timothy P. Boyer,et al.  Warming of the world ocean, 1955–2003 , 2005 .

[130]  Remo Guidieri Res , 1995, RES: Anthropology and Aesthetics.

[131]  G. Hegerl,et al.  Detection of Human Influence on a New, Validated 1500-Year Temperature Reconstruction , 2007 .

[132]  J. Smerdon,et al.  Five centuries of climate change in Australia: the view from underground , 2006 .

[133]  K. Isaksen,et al.  Recent extreme near‐surface permafrost temperatures on Svalbard in relation to future climate scenarios , 2007 .

[134]  Sukanta Roy,et al.  Climate change in India inferred from geothermal observations , 2002 .

[135]  C. Taylor,et al.  An observational case study of mesoscale atmospheric circulations induced by soil moisture , 2007 .

[136]  Eugene R. Wahl,et al.  Reply to Comments on testing the fidelity of methods used in proxy-based reconstructions of past climates: The role of standardization interval , 2007 .

[137]  Vladimir E. Romanovsky,et al.  The role of snow cover in the warming of arctic permafrost , 2003 .

[138]  E. Zorita,et al.  Climate variability in Scandinavia for the past millennium simulated by an atmosphere-ocean general circulation model , 2007 .

[139]  M. B. Stevens,et al.  North American climate of the last millennium: Underground temperatures and model comparison , 2008 .

[140]  R. Harris,et al.  Comment on “Ground vs. surface air temperature trends: Implications for borehole surface temperature reconstructions” by M. E. Mann and G. Schmidt , 2004 .

[141]  Xingkui Xu,et al.  The influence of land surface changes on regional climate in Northwest China , 2007 .

[142]  M. Claussen,et al.  Analyzing seasonal temperature trends in forced climate simulations of the past millennium , 2006 .

[143]  Won-Tae Kwon,et al.  Internal variability in a 1000-yr control simulation with the coupled climate model ECHO-G — II. El Niño Southern Oscillation and North Atlantic Oscillation , 2005 .

[144]  Sun Shufen,et al.  Effect of the lower boundary position of the Fourier equation on the soil energy balance , 2004 .

[145]  I. Golovanova,et al.  Climatic changes in the Urals over the past millennium – an analysis of geothermal and meteorological data , 2007 .

[146]  Large ground surface temperature changes of the last three centuries inferred from borehole temperatures in the Southern Canadian Prairies, Saskatchewan , 1999 .

[147]  H. Beltrami,et al.  Earth's Long-Term Memory , 2002, Science.

[148]  T. Kohl Transient thermal effects below complex topographies , 1999 .

[149]  E. Cook,et al.  A Well-Verified, Multiproxy Reconstruction of the Winter North Atlantic Oscillation Index since a.d. 1400* , 2002 .

[150]  H. Beltrami,et al.  Subsurface thermal effects of land use changes , 2005 .

[151]  Francis W. Zwiers,et al.  Detection of climate change and attribution of causes , 2001 .

[152]  A. Lachenbruch,et al.  Changing Climate: Geothermal Evidence from Permafrost in the Alaskan Arctic , 1986, Science.

[153]  A. Robock,et al.  The Global Soil Moisture Data Bank , 2000 .

[154]  Heiko Paeth,et al.  European spring and autumn temperature variability and change of extremes over the last half millennium , 2005, Geophysical Research Letters.

[155]  K. Fraedrich,et al.  Precipitation and Northern Hemisphere regimes , 2004 .

[156]  M. B. Stevens,et al.  Quantification of subsurface heat storage in a GCM simulation , 2008 .

[157]  Kelin Wang Estimation of ground surface temperatures from borehole temperature data , 1992 .

[158]  Ross D. Brown,et al.  Northern Hemisphere Snow Cover Variability and Change, 1915-97. , 2000 .

[159]  M. Kanamitsu,et al.  NCEP–DOE AMIP-II Reanalysis (R-2) , 2002 .

[160]  H. Wanner,et al.  Five hundred years of gridded high-resolution precipitation reconstructions over Europe and the connection to large-scale circulation , 2006 .

[161]  Christoph C. Raible,et al.  Northern Hemispheric Trends of Pressure Indices and Atmospheric Circulation Patterns in Observations, Reconstructions, and Coupled GCM Simulations , 2005 .

[162]  E. Cook Temperature histories from tree rings and corals , 1995 .

[163]  U. Cubasch,et al.  Simulation of the influence of solar radiation variations on the global climate with an ocean-atmosphere general circulation model , 1997 .

[164]  D. Gilbert Global warming , 1990, Nature.

[165]  M. Heimann,et al.  Borehole versus isotope temperatures on Greenland: Seasonality does matter , 2000 .

[166]  David Robinson,et al.  Gridded North American monthly snow depth and snow water equivalent for GCM evaluation , 2003 .

[167]  J. Smerdon,et al.  Characterizing Land–Atmosphere Coupling and the Implications for Subsurface Thermodynamics , 2007 .

[168]  T. Wigley,et al.  A Stellar View on Solar Variations and Climate , 2004, Science.

[169]  Keith R. Briffa,et al.  Blowing Hot and Cold , 2002, Science.

[170]  C. Clauser,et al.  Ground temperature history in central Europe from borehole temperature data , 1995 .

[171]  Shaopeng Huang,et al.  Effects of subsurface heterogeneity on the inference of climate change from borehole temperature data: model studies and field examples from Canada , 1995 .

[172]  R. Harris,et al.  Evidence of climatic warming in the southern Urals region derived from borehole temperatures and meteorological data , 2001 .

[173]  H. Storch,et al.  Extending North Atlantic Oscillation reconstructions back to 1500 , 2001 .

[174]  Eduardo Zorita,et al.  Reconstructing Past Climate from Noisy Data , 2004, Science.

[175]  R. Harris,et al.  Mid‐latitude (30°–60° N) climatic warming inferred by combining borehole temperatures with surface air temperatures , 2001 .

[176]  Q. Hu,et al.  How have soil temperatures been affected by the surface temperature and precipitation in the Eurasian continent? , 2005 .

[177]  A. Hartmann,et al.  Uncertainties and shortcomings of ground surface temperature histories derived from inversion of temperature logs , 2005, 0806.2398.

[178]  Reconstruction of the ground surface temperature history from the borehole temperature data in the southeastern part of the Republic of Korea , 2005 .

[179]  Malcolm K. Hughes,et al.  Global-scale temperature patterns and climate forcing over the past six centuries , 1998, Nature.

[180]  L. E. Goodrich,et al.  The influence of snow cover on the ground thermal regime , 1982 .

[181]  Shaopeng Huang,et al.  CLIMATE RECONSTRUCTION FROM SUBSURFACE TEMPERATURES , 2000 .

[182]  Michael E. Mann,et al.  Climate over past millennia , 2004 .

[183]  A. Hense,et al.  Internal variability in a 1000-yr control simulation with the coupled climate model ECHO-G — I. Near-surface temperature, precipitation and mean sea level pressure , 2005 .

[184]  Kelin Wang,et al.  Geothermal evidence for deforestation induced warming: Implications for the Climatic impact of land development , 1998 .

[185]  H. L. Miller,et al.  Climate Change 2007: The Physical Science Basis , 2007 .

[186]  U. Cubasch,et al.  Climate evolution in the last five centuries simulated by an atmosphere-ocean model: global temperatures, the North Atlantic Oscillation and the Late Maunder Minimum , 2004 .

[187]  J. Houghton,et al.  Climate change 1992 : the supplementary report to the IPCC scientific assessment , 1992 .

[188]  The climate record inverted from borehole temperatures in Slovenia , 1998 .

[189]  P. Todhunter,et al.  The borehole temperature record of climate warming in the mid-continent of North America , 1997 .

[190]  Marc Lynch-Stieglitz,et al.  The development and validation of a simple snow model for the GISS GCM , 1994 .

[191]  Kwang-Yul Kim,et al.  Detection of volcanic, solar and greenhouse gas signals in paleo‐reconstructions of Northern Hemispheric temperature , 2003 .

[192]  J. Smerdon,et al.  Variable seasonal coupling between air and ground temperatures: A simple representation in terms of subsurface thermal diffusivity , 2005 .

[193]  J. Walsh,et al.  Permafrost dynamics in the 20th and 21st centuries along the East Siberian transect , 2004 .

[194]  E. Wood,et al.  Characteristics of global and regional drought, 1950–2000: Analysis of soil moisture data from off‐line simulation of the terrestrial hydrologic cycle , 2007 .

[195]  S. Raper,et al.  Simulated climate change during the last 1,000 years: comparing the ECHO-G general circulation model with the MAGICC simple climate model , 2006 .

[196]  Scott Rutherford,et al.  Climate Field Reconstruction under Stationary and Nonstationary Forcing , 2003 .

[197]  C. Demetrescu,et al.  Transylvanian heat flow in the presence of topography, paleoclimate and groundwater flow , 2001 .

[198]  G. Cheng,et al.  Responses of permafrost to climate change and their environmental significance, Qinghai‐Tibet Plateau , 2007 .

[199]  R. Villalba,et al.  Tree-ring evidence for long-term precipitation changes in subtropical South America , 1998 .

[200]  G. Hegerl,et al.  Understanding and Attributing Climate Change , 2007 .

[201]  R. Barry,et al.  Relationship between air and soil temperature trends and periodicities in the permafrost regions of Russia , 2006 .

[202]  O. Anisimov,et al.  Permafrost zonation in Russia under anthropogenic climatic change , 1993 .

[203]  T. Stocker,et al.  Supporting evidence from the EPICA Dronning Maud Land ice core for atmospheric CO2 changes during the past millennium , 2005 .

[204]  Alexey Kaplan,et al.  Comments on “Testing the Fidelity of Methods Used in Proxy-Based Reconstructions of Past Climate”: The Role of the Standardization Interval* , 2007 .

[205]  David M. Lawrence,et al.  A projection of severe near‐surface permafrost degradation during the 21st century , 2005 .

[206]  R. Reynolds,et al.  The NCEP/NCAR 40-Year Reanalysis Project , 1996, Renewable Energy.

[207]  Gerald R. North,et al.  Surface Temperature Reconstructions for the Last 1000 Years , 2006 .

[208]  M. Hughes,et al.  Proxy-based reconstructions of hemispheric and global surface temperature variations over the past two millennia , 2008, Proceedings of the National Academy of Sciences.

[209]  H. Beltrami Surface heat flux histories from inversion of geothermal data : Energy balance at the Earth's surface , 2001 .

[210]  V. Hamza,et al.  Surface thermal perturbations of the recent past at low latitudes – inferences based on borehole temperature data from Eastern Brazil , 2007 .

[211]  R. Stöckli,et al.  Temperature anomaly reemergence in seasonally frozen soils , 2007 .

[212]  E. Wood,et al.  Analysis of snow in the 20th and 21st century Geophysical Fluid Dynamics Laboratory coupled climate model simulations , 2006 .

[213]  E. Fischer,et al.  Contribution of land‐atmosphere coupling to recent European summer heat waves , 2007 .

[214]  Charles S. Zender,et al.  A monthly and latitudinally varying volcanic forcing dataset in simulations of 20th century climate , 2003 .

[215]  D. Blackwell,et al.  The terrain effect on terrestrial heat flow , 1980 .

[216]  Ross D. Brown,et al.  Interannual variability in reconstructed Canadian snow cover, 1915-1992 , 1996 .

[217]  M. Mann,et al.  Climate Over the Past Two Millennia , 2007 .

[218]  M. Kageyama,et al.  Last Glacial Maximum temperatures over the North Atlantic, Europe and western Siberia: a comparison between PMIP models, MARGO sea-surface temperatures and pollen-based reconstructions , 2006 .

[219]  M. B. Stevens,et al.  Subsurface temperatures during the last millennium: Model and observation , 2006 .

[220]  H. Beltrami,et al.  Changes in seasonal soil respiration with pasture conversion to forest in Atlantic Canada , 2007 .

[221]  J. Lerner,et al.  The Relative Importance of Solar and Anthropogenic Forcing of Climate Change between the Maunder Minimum and the Present , 2004 .

[222]  J. Räisänen,et al.  How reliable are climate models? , 2007 .

[223]  H. Beltrami,et al.  A comparative study of inverse methods for estimating climatic history from borehole temperature data , 1992 .

[224]  G. Pichard,et al.  Last-millennium summer-temperature variations in western Europe based on proxy data , 2005 .

[225]  E. Mosley‐Thompson,et al.  High-resolution palaeoclimatology of the last millennium: a review of current status and future prospects , 2009 .

[226]  R. Harris,et al.  Comparisons of borehole temperature—depth profiles and surface air temperatures in the northern plains of the USA , 1999 .

[227]  D. Etheridge,et al.  Atmospheric methane between 1000 A.D. and present: Evidence of anthropogenic emissions and climatic variability , 1998 .

[228]  G. Ferguson,et al.  Perturbation of ground surface temperature reconstructions by groundwater flow? , 2006 .

[229]  C. Pain,et al.  Inference of past climate from borehole temperature data using Bayesian reversible jump Markov chain Monte Carlo , 2007 .

[230]  Shaopeng Huang,et al.  Temperature trends over the past five centuries reconstructed from borehole temperatures , 2000, Nature.

[231]  Ross McKitrick,et al.  Hockey sticks, principal components, and spurious significance , 2005 .

[232]  Xin‐Zhong Liang,et al.  Regional climate model simulation of U.S. soil temperature and moisture during 1982-2002 , 2005 .

[233]  E. Mosley‐Thompson,et al.  Hypothesized climate forcing time series for the last 500 years , 2001 .

[234]  J. Lean,et al.  Reconstruction of solar irradiance since 1610: Implications for climate change , 1995 .

[235]  Eugene R. Wahl,et al.  Reply to comment by Jason E. Smerdon et al. on “Robustness of proxy‐based climate field reconstruction methods” , 2008 .

[236]  J. Smerdon,et al.  Conduction‐dominated heat transport of the annual temperature signal in soil , 2003 .

[237]  Malcolm K. Hughes,et al.  Proxy-Based Northern Hemisphere Surface Temperature Reconstructions: Sensitivity to Method, Predictor Network, Target Season, and Target Domain , 2005 .

[238]  G. Schmidt,et al.  Ground vs. surface air temperature trends: Implications for borehole surface temperature reconstructions , 2003 .

[239]  A. Correia,et al.  Repeated temperature logs from Czech, Slovenian and Portuguese borehole climate observatories , 2007 .

[240]  H. Beltrami,et al.  Ground surface temperatures in Canada: Spatial and temporal variability , 2003 .

[241]  Francis W. Zwiers,et al.  Evaluation of proxy-based millennial reconstruction methods , 2008 .

[242]  A. Robock,et al.  Regional Climate Simulations over North America: Interaction of Local Processes with Improved Large-Scale Flow , 2005 .

[243]  D. Chapman,et al.  A geothermal climate change observatory: First year results from Emigrant Pass in northwest Utah , 1996 .

[244]  J. Smerdon,et al.  Borehole climate reconstructions: Spatial structure and hemispheric averages , 2003 .

[245]  A. Robock,et al.  Solar dimming and CO2 effects on soil moisture trends , 2006 .

[246]  S. Levitus,et al.  Warming of the World Ocean , 2000 .

[247]  C. Clauser,et al.  Simulation of heat transfer at the Kola deep-hole site: implications for advection, heat refraction and palaeoclimatic effects , 1994 .

[248]  D. Mottaghy,et al.  Latent heat effects in subsurface heat transport modelling and their impact on palaeotemperature reconstructions , 2006 .

[249]  J. Jouzel,et al.  Solar irradiance during the last 1200 years based on cosmogenic nuclides , 2000 .

[250]  H. Beltrami,et al.  Soil CO2 production and surface flux at four climate observatories in eastern Canada , 2002 .

[251]  G. Ferguson,et al.  Long‐term tracking of climate change by underground temperatures , 2005 .

[252]  T. Kohl Palaeoclimatic temperature signals — can they be washed out? , 1998 .

[253]  S. Solanki,et al.  Solar Irradiance Variations: From Current Measurements to Long-Term Estimates , 2004 .

[254]  H. Beltrami,et al.  A comparison of five different analyses in the interpretation of five borehole temperature data sets , 1992 .

[255]  Michael E. Mann,et al.  Global surface temperatures over the past two millennia , 2003 .

[256]  Shaopeng Huang 1851–2004 annual heat budget of the continental landmasses , 2006 .

[257]  Malcolm K. Hughes,et al.  Prepared For , 1982 .

[258]  J. Smerdon,et al.  Daily, seasonal, and annual relationships between air and subsurface temperatures , 2006 .

[259]  Eugene R. Wahl,et al.  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 , 2007 .

[260]  Jason E. Smerdon,et al.  Effects of bottom boundary placement on subsurface heat storage: Implications for climate model simulations , 2007 .

[261]  Kelin Wang,et al.  Differences in recent ground surface warming in eastern and western Canada: Evidence from borehole temperatures , 1994 .

[262]  Jouni Räisänen How reliable are climate models , 2007 .

[263]  G. Schwarz-Zanetti,et al.  Winter air temperature variations in western Europe during the Early and High Middle Ages (AD 750–1300) , 1998 .

[264]  Carl-Heinrich-Becker-Weg Climate reconstruction by regression – 32 variations on a theme , 2005 .

[265]  H. Beltrami Climate from borehole data: Energy fluxes and temperatures since 1500 , 2002 .

[266]  Hugo Beltrami,et al.  On the relationship between ground temperature histories and meteorological records: a report on the Pomquet station , 2001 .

[267]  Victor F. Bense,et al.  Temporal and spatial variations of shallow subsurface temperature as a record of lateral variations in groundwater flow , 2004 .

[268]  Jonathan M. Gregory,et al.  The impact of natural and anthropogenic forcings on climate and hydrology since 1550 , 2006 .

[269]  Keith W. Dixon,et al.  Anthropogenic Warming of Earth's Climate System , 2001, Science.

[270]  V. Romanovsky,et al.  Long‐term evaluation of the Hydro‐Thermodynamic Soil‐Vegetation Scheme's frozen ground/permafrost component using observations at Barrow, Alaska , 2006 .

[271]  Yu Zhang,et al.  Soil temperature in Canada during the twentieth century: Complex responses to atmospheric climate change , 2005 .

[272]  F. H. Schweingruber,et al.  Reduced sensitivity of recent tree-growth to temperature at high northern latitudes , 1998, Nature.

[273]  J. Majorowicz,et al.  Past Surface Temperature Changes as Derived from Continental Temperature Logs—Canadian and Some Global Examples of Application of a New Tool in Climate Change Studies , 2004 .

[274]  K. Holmgren,et al.  Highly variable Northern Hemisphere temperatures reconstructed from low- and high-resolution proxy data , 2005, Nature.

[275]  Qi Hu,et al.  A Daily Soil Temperature Dataset and Soil Temperature Climatology of the Contiguous United States , 2003 .

[276]  A. Robock,et al.  Volcanic forcing of climate over the past 1500 years: An improved ice core-based index for climate models , 2006 .