In a new report, scientists used seven different climate models to assess human induced land cover change (LCC) at regional and global scales. The first results from the LUCID (Land-Use and Climate, IDentification of robust impacts) intercomparison study by Pitman et al. show no agreement among the models. This study indicates that land cover change is "regionally significant, but it is not feasible to impose a common LCC across multiple models for the next IPCC assessment." In other words, this important factor is missing from current models and scientists are at a loss as to how to add it.
The study, soon to be published in Geophysical Research Letters, performed the type of analysis that was recommended in the 2005 National Research Council report on how to improve climate model accuracy. The results were both as expected, LCC proved to be an important missing factor, and unexpected in that none of the seven models tested yielded the same results. This throws modelers into a quandary regarding how to proceed. Here is the abstract of the paper by A. J. Pitman et al.:
"Seven climate models were used to explore the biogeophysical impacts of human induced land cover change (LCC) at regional and global scales. The imposed LCC led to statistically significant decreases in the northern hemisphere summer latent heat flux in three models, and increases in three models. Five models simulated statistically significant cooling in summer in near-surface temperature over regions of LCC and one simulated warming. There were few significant changes in precipitation. Our results show no common remote impacts of LCC. The lack of consistency among the seven models was due to: 1) the implementation of LCC despite agreed maps of agricultural land, 2) the representation of crop phenology, 3) the parameterisation of albedo, and 4) the representation of evapotranspiration for different land cover types. This study highlights a dilemma: LCC is regionally significant, but it is not feasible to impose a common LCC across multiple models for the next IPCC assessment."