Methodology and Results of Calculating Central California Surface Temperature Trends: Evidence of Human-Induced Climate Change?

John R. Christy Earth System Science Center, University of Alabama in Huntsville, Huntsville, Alabama

Search for other papers by John R. Christy in
Current site
Google Scholar
PubMed
Close
,
William B. Norris Earth System Science Center, University of Alabama in Huntsville, Huntsville, Alabama

Search for other papers by William B. Norris in
Current site
Google Scholar
PubMed
Close
,
Kelly Redmond Western Regional Climate Center, Reno, Nevada

Search for other papers by Kelly Redmond in
Current site
Google Scholar
PubMed
Close
, and
Kevin P. Gallo NOAA/NESDIS, Camp Springs, Maryland

Search for other papers by Kevin P. Gallo in
Current site
Google Scholar
PubMed
Close
Restricted access

We are aware of a technical issue preventing figures and tables from showing in some newly published articles in the full-text HTML view.
While we are resolving the problem, please use the online PDF version of these articles to view figures and tables.

Abstract

A procedure is described to construct time series of regional surface temperatures and is then applied to interior central California stations to test the hypothesis that century-scale trend differences between irrigated and nonirrigated regions may be identified. The procedure requires documentation of every point in time at which a discontinuity in a station record may have occurred through (a) the examination of metadata forms (e.g., station moves) and (b) simple statistical tests. From this “homogeneous segments” of temperature records for each station are defined. Biases are determined for each segment relative to all others through a method employing mathematical graph theory. The debiased segments are then merged, forming a complete regional time series. Time series of daily maximum and minimum temperatures for stations in the irrigated San Joaquin Valley (Valley) and nearby nonirrigated Sierra Nevada (Sierra) were generated for 1910–2003. Results show that twentieth-century Valley minimum temperatures are warming at a highly significant rate in all seasons, being greatest in summer and fall (> +0.25°C decade−1). The Valley trend of annual mean temperatures is +0.07° ± 0.07°C decade−1. Sierra summer and fall minimum temperatures appear to be cooling, but at a less significant rate, while the trend of annual mean Sierra temperatures is an unremarkable −0.02° ± 0.10°C decade−1. A working hypothesis is that the relative positive trends in Valley minus Sierra minima (>0.4°C decade−1 for summer and fall) are related to the altered surface environment brought about by the growth of irrigated agriculture, essentially changing a high-albedo desert into a darker, moister, vegetated plain.

* Visiting scientist at National Center for Earth Resources Observation and Science, U.S. Geological Survey, Sioux Falls, South Dakota

Corresponding author address: John R. Christy, ESSC, University of Alabama in Huntsville, Cramer Hall, Huntsville, AL 35899. Email: christy@nsstc.uah.edu

Abstract

A procedure is described to construct time series of regional surface temperatures and is then applied to interior central California stations to test the hypothesis that century-scale trend differences between irrigated and nonirrigated regions may be identified. The procedure requires documentation of every point in time at which a discontinuity in a station record may have occurred through (a) the examination of metadata forms (e.g., station moves) and (b) simple statistical tests. From this “homogeneous segments” of temperature records for each station are defined. Biases are determined for each segment relative to all others through a method employing mathematical graph theory. The debiased segments are then merged, forming a complete regional time series. Time series of daily maximum and minimum temperatures for stations in the irrigated San Joaquin Valley (Valley) and nearby nonirrigated Sierra Nevada (Sierra) were generated for 1910–2003. Results show that twentieth-century Valley minimum temperatures are warming at a highly significant rate in all seasons, being greatest in summer and fall (> +0.25°C decade−1). The Valley trend of annual mean temperatures is +0.07° ± 0.07°C decade−1. Sierra summer and fall minimum temperatures appear to be cooling, but at a less significant rate, while the trend of annual mean Sierra temperatures is an unremarkable −0.02° ± 0.10°C decade−1. A working hypothesis is that the relative positive trends in Valley minus Sierra minima (>0.4°C decade−1 for summer and fall) are related to the altered surface environment brought about by the growth of irrigated agriculture, essentially changing a high-albedo desert into a darker, moister, vegetated plain.

* Visiting scientist at National Center for Earth Resources Observation and Science, U.S. Geological Survey, Sioux Falls, South Dakota

Corresponding author address: John R. Christy, ESSC, University of Alabama in Huntsville, Cramer Hall, Huntsville, AL 35899. Email: christy@nsstc.uah.edu

Save
  • Balling Jr., R. C., J. M. Klopatek, M. L. Hildebrandt, C. K. Moritz, and C. J. Watts, 1998: Impacts of land degradation on historical temperature records from the Sonoran Desert. Climatic Change, 40 , 669681.

    • Search Google Scholar
    • Export Citation
  • Bonan, G. B., 2001: Observational evidence for reduction of daily maximum temperature by croplands in the midwest United States. J. Climate, 14 , 24302442.

    • Search Google Scholar
    • Export Citation
  • Burden, R. L., and J. D. Faires, 1985: Numerical Analysis. 3d ed. Prindle, Weber, and Schmidt, 676 pp.

  • Cayan, D. R., S. A. Kammerdiener, M. D. Dettinger, J. M. Caprio, and D. H. Peterson, 2001: Changes in the onset of spring in the western United States. Bull. Amer. Meteor. Soc, 82 , 399415.

    • Search Google Scholar
    • Export Citation
  • Chase, T. N., R. A. Pielke Sr., T. G. F. Kittel, J. S. Barron, and T. J. Stohlgren, 1999: Potential impacts on Colorado Rocky Mountain weather due to land use changes on the adjacent Great Plains. J. Geophys. Res, 104 , 1667316690.

    • Search Google Scholar
    • Export Citation
  • Christy, J. R., 2002: When was the hottest summer? A state climatologist struggles for an answer. Bull. Amer. Meteor. Soc, 83 , 723734.

    • Search Google Scholar
    • Export Citation
  • Dijkstra, E. W., 1959: A note on two problems in connection with graphs. Numer. Math, 1 , 269271.

  • Folland, C. K., and Coauthors, 2001: Observed climate variability and change. Climate Change 2001: The Scientific Basis, J. T. Houghton et al. Eds., Cambridge University Press, 99–181.

    • Search Google Scholar
    • Export Citation
  • Gallo, K. P., 2005: Evaluation of temperature differences for paired stations of the Climate Reference Network. J. Climate, 18 , 16311638.

    • Search Google Scholar
    • Export Citation
  • Gallo, K. P., T. W. Owen, D. R. Easterling, and P. F. Jamason, 1999: Temperature trends of the U.S. Historical Climatology Network based on satellite-designated land-use/land cover. J. Climate, 12 , 13441348.

    • Search Google Scholar
    • Export Citation
  • Graumlich, L. J., 1993: A 1000-year record of temperature and precipitation in the Sierra Nevada. Quat. Res, 39 , 249255.

  • Kalnay, E., and M. Cai, 2003: Impact of urbanization and land-use change on climate. Nature, 423 , 528531.

  • Karl, T. R., H. F. Diaz, and G. Kukla, 1988: Urbanization: Its detection and effect in the United States climate record. J. Climate, 1 , 10991123.

    • Search Google Scholar
    • Export Citation
  • Karl, T. R., C. N. Williams Jr., F. T. Quinlan, and T. A. Boden, 1990: United States Historical Climatology Network (HCN) serial temperature and precipitation data. Environmental Science Division Publ. 3404, Carbon Dioxide Information and Analysis Center, Oak Ridge National Laboratory, Oak Ridge, TN, 389 pp.

  • Karl, T. R., and Coauthors, 1993: A new perspective on recent global warming: Asymmetric trends of daily maximum and minimum temperature. Bull. Amer. Meteor. Soc, 74 , 10071023.

    • Search Google Scholar
    • Export Citation
  • Keener, J. P., 1993: The Perron–Frobenius theorem and the ranking of football teams. SIAM Rev, 35 , 8093.

  • Kukla, G., J. Gavin, and T. R. Karl, 1986: Urban warming. J. Climate Appl. Meteor, 25 , 12651270.

  • Peterson, T. C., and Coauthors, 1998a: Homogeneity adjustments of in situ atmospheric climate data: A review. Int. J. Climatol, 18 , 14931517.

    • Search Google Scholar
    • Export Citation
  • Peterson, T. C., T. R. Karl, P. F. Jamason, R. Knight, and D. R. Easterling, 1998b: First difference method: Maximizing station density for the calculation of long-term global temperature change. J. Geophys. Res, 103 , 2596725974.

    • Search Google Scholar
    • Export Citation
  • Small, E. E., L. C. Sloan, and R. Nychka, 2001: Changes in surface air temperature caused by desiccation of the Aral Sea. J. Climate, 14 , 284299.

    • Search Google Scholar
    • Export Citation
  • Standish, T. A., 1995: Data Structures, Algorithms, and Software Principles in C. Addison-Wesley, 748 pp.

  • Tett, S. F. B., and Coauthors, 2002: Estimation of natural and anthropogenic contributions to twentieth century temperature change. J. Geophys. Res, 107 .4306, doi:10.1029/2000JD000028.

    • Search Google Scholar
    • Export Citation
  • USGCRP, 2000: Climate Change Impacts on the United States: The Potential Consequences of Climate Variability and Change (Overview). National Assessment Synthesis Team, U.S. Global Change Research Program, Washington, DC, 154 pp.

    • Search Google Scholar
    • Export Citation
  • von Storch, H., and F. W. Zweirs, 1999: Statistical Analysis in Climate Research. Cambridge University Press, 484 pp.

All Time Past Year Past 30 Days
Abstract Views 0 0 0
Full Text Views 2659 620 166
PDF Downloads 1180 142 4