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Time series analyses of global change data.
L J Lane1, M H Nichols, H B Osborn
1USDA-ARS Southwest Watershed Research Center, 2000 E. Allen Road, Tucson, Arizona 85719, USA.
Environmental Pollution (Barking, Essex : 1987)
|January 1, 1994
Summary
Statistical analysis of historical temperature data reveals global warming trends. While solar activity showed no clear link, rising atmospheric carbon dioxide (CO2) concentrations correlated significantly with increased global temperatures.
Area of Science:
- Climate Science
- Statistical Analysis
- Environmental Science
Background:
- Global climate change is a significant environmental concern.
- Distinguishing natural climate variations from anthropogenic influences is crucial.
- Historical time series data offers a method for climate change analysis.
Purpose of the Study:
- To test the hypothesis that statistical analysis of historical time series data can separate natural and anthropogenic climate change influences.
- To analyze temperature trends across various geographical scales (point, regional, national, global).
- To investigate correlations between temperature, solar activity, and atmospheric CO2 concentrations.
Main Methods:
- Analysis of historical temperature data from 1901-1987 at global, national, regional, and local levels.
- Trend analysis, serial correlation, and spectral density analysis of temperature time series.
- Correlation analysis with the Wolf sunspot index and atmospheric CO2 concentration data (Siple ice core and Mauna Loa measurements).
Main Results:
- Mean annual temperatures increased globally (0.5°C/century), USA (0.3°C/century), SW USA (1.2°C/century), and Walnut Gulch (0.8°C/century) between 1901-1987.
- Temperature change rates varied within the period, with a common 43-year cycle observed across series.
- Significant correlation found between global warming and atmospheric CO2 concentrations (1958-1987), but not with the Wolf sunspot index during the same period.
Conclusions:
- The study highlights a significant correlation between rising atmospheric CO2 concentrations and global warming.
- The correlation between solar activity (Wolf sunspot index) and global warming appears inconclusive and potentially spurious.
- Further research is needed to definitively separate anthropogenic impacts from natural variability in observed warming trends.