A comparison of a GCM response to historical anthropogenic land cover change and model sensitivity to uncertainty in present-day land cover representations

This study assesses the sensitivity of the fully coupled NCAR-DOE PCM to three different representations of present-day land cover, based on IPCC SRES land cover information. We conclude that there is significant model sensitivity to current land cover characterization, with an observed average global temperature range of 0.21 K between the simulations. Much larger contrasts (up to 5 K) are found on the regional scale; however, these changes are largely offsetting on the global scale. These results show that significant biases can be introduced when outside data sources are used to conduct anthropogenic land cover change experiments in GCMs that have been calibrated to their own representation of present-day land cover. We conclude that hybrid systems that combine the natural vegetation from the native GCM datasets combined with human land cover information from other sources are best for simulating such impacts. We also performed a prehuman simulation, which had a 0.39 K ~higher average global temperature and, perhaps of greater importance, temperature changes regionally of about 2 K. In this study, the larger regional changes coincide with large-scale agricultural areas. The initial cooling from energy balance changes appear to create feedbacks that intensify mid-latitude circulation features and weaken the summer monsoon circulation over Asia, leading to further cooling. From these results, we conclude that land cover change plays a significant role in anthropogenically forced climate change. Because these changes coincide with regions of the highest human population this climate impact could have a disproportionate impact on human systems. Therefore, it is important that land cover change be included in past and future climate change simulations.

[1]  H. Damon Matthews,et al.  Radiative forcing of climate by historical land cover change , 2003 .

[2]  G. Bonan,et al.  Comparison of two complex land surface schemes coupled to the National Center for Atmospheric Research general circulation model , 1997 .

[3]  R. E. Livezey,et al.  Statistical Field Significance and its Determination by Monte Carlo Techniques , 1983 .

[4]  Alexei G. Sankovski,et al.  Special report on emissions scenarios : a special report of Working group III of the Intergovernmental Panel on Climate Change , 2000 .

[5]  Mariana Vertenstein,et al.  Effects of land use change on North American climate: impact of surface datasets and model biogeophysics , 2004 .

[6]  N. Ramankutty,et al.  Estimating historical changes in global land cover: Croplands from 1700 to 1992 , 1999 .

[7]  W. G. Strand,et al.  Parallel climate model (PCM) control and transient simulations , 2000 .

[8]  G. Bonan Comparison of two land surface process models using prescribed forcings , 1994 .

[9]  Gunnar Myhre,et al.  Uncertainties in radiative forcing due to surface albedo changes caused by land-use changes , 2003 .

[10]  R. Dickinson,et al.  The land surface climatology of the community land model coupled to the NCAR community climate model , 2002 .

[11]  S. Running,et al.  Simulated impacts of historical land cover changes on global climate in northern winter , 2000 .

[12]  J. Alcamo IMAGE 2.0 : integrated modeling of global climate change , 1994 .

[13]  Peter J. Webster,et al.  Coupled ocean–atmosphere dynamics in the Indian Ocean during 1997–98 , 1999, Nature.

[14]  R. Dickinson,et al.  The Project for Intercomparison of Land Surface Parameterization Schemes (PILPS): Phases 2 and 3 , 1993 .

[15]  R. Balling,et al.  Interactions of Desertification and Climate , 1995 .

[16]  R. Sausen,et al.  Contributions of Anthropogenic and Natural Forcing to Recent Tropopause Height Changes , 2003, Science.

[17]  Gordon B. Bonan,et al.  Effects of Land Use on the Climate of the United States , 1997 .

[18]  R. Betts,et al.  The influence of land-use change and landscape dynamics on the climate system: relevance to climate-change policy beyond the radiative effect of greenhouse gases , 2002, Philosophical Transactions of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.

[19]  A. Pitman,et al.  The relative impact of observed change in land cover and carbon dioxide as simulated by a climate model , 2000 .

[20]  Roger A. Pielke,et al.  The regional effects of CO2 and landscape change using a coupled plant and meteorological model , 2001 .

[21]  Paul G. Risser,et al.  The Human Impact on the Natural Environment , 2018 .

[22]  R. Betts,et al.  The impact of new land surface physics on the GCM simulation of climate and climate sensitivity , 1999 .

[23]  R. DeFries,et al.  Human modification of the landscape and surface climate in the next fifty years , 2002 .

[24]  Gregg Marland,et al.  The climatic impacts of land surface change and carbon management, and the implications for climate-change mitigation policy , 2003 .

[25]  Victor Brovkin,et al.  Modelling climate response to historical land cover change , 1999 .

[26]  Rik Leemans,et al.  Determining the potential distribution of vegetation, crops and agricultural productivity , 1994 .

[27]  R. Pielke Influence of the spatial distribution of vegetation and soils on the prediction of cumulus Convective rainfall , 2001 .

[28]  W. Cramer,et al.  A global biome model based on plant physiology and dominance, soil properties and climate , 1992 .

[29]  P. Jones,et al.  Asymmetric trends of daily maximum and minimum temperature: Empirical evidence and possible causes , 1993 .

[30]  G. Bonan The Land Surface Climatology of the NCAR Land Surface Model Coupled to the NCAR Community Climate Model , 1998 .

[31]  Gordon B. Bonan,et al.  FROST FOLLOWED THE PLOW: IMPACTS OF DEFORESTATION ON THE CLIMATE OF THE UNITED STATES , 1999 .

[32]  Recent advances in the representation of land‐atmosphere interactions in general circulation models , 1995 .

[33]  R. DeFries,et al.  Effects of Land Cover Conversion on Surface Climate , 2002 .

[34]  R. Betts Biogeophysical impacts of land use on present‐day climate: near‐surface temperature change and radiative forcing , 2001 .

[35]  J. Foley,et al.  Combined Effects of Deforestation and Doubled Atmospheric CO2 Concentrations on the Climate of Amazonia , 2000 .

[36]  Piers J. Sellers,et al.  Amazonian Deforestation and Regional Climate Change , 1991 .

[37]  C. Tebaldi,et al.  Combinations of natural and anthropogenic forcings and 20th century climate , 2004 .

[38]  Ann Henderson-Sellers,et al.  Tropical deforestation: Modeling local‐ to regional‐scale climate change , 1993 .

[39]  B. Bonan,et al.  A Land Surface Model (LSM Version 1.0) for Ecological, Hydrological, and Atmospheric Studies: Technical Description and User's Guide , 1996 .

[40]  B. Santer,et al.  Influence of Satellite Data Uncertainties on the Detection of Externally Forced Climate Change , 2003, Science.

[41]  R. Leemans,et al.  Global change scenarios of the 21st Century : results from the IMAGE 2.1 model , 1998 .

[42]  R. Pielke,et al.  Influence of landscape structure on local and regional climate , 1990, Landscape Ecology.

[43]  E. Tsvetsinskaya,et al.  Investigating the Effect of Seasonal Plant Growth and Development in Three-Dimensional Atmospheric Simulations. Part II: Atmospheric Response to Crop Growth and Development , 2001 .

[44]  Victor Brovkin,et al.  Biogeophysical versus biogeochemical feedbacks of large‐scale land cover change , 2001 .

[45]  Tom M. L. Wigley,et al.  Solar and Greenhouse Gas Forcing and Climate Response in the Twentieth Century , 2003 .

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

[47]  R. Koster,et al.  The Rhône-Aggregation Land Surface Scheme Intercomparison Project: An Overview , 2002 .

[48]  B. Goswami,et al.  A dipole mode in the tropical Indian Ocean , 1999, Nature.

[49]  A Lacis,et al.  Climate forcings in the industrial era. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[50]  K. Caldeira,et al.  Land use changes and northern hemisphere cooling , 2001 .

[51]  John E. Thornes “Urban meteorology and air quality”. Meeting 21st March 2001, University of Birmingham , 2001 .

[52]  Gordon B. Bonan,et al.  Observational Evidence for Reduction of Daily Maximum Temperature by Croplands in the Midwest United States , 2001 .