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Temporal associations between weather and headache: analysis by empirical mode decomposition.
Albert C Yang1, Jong-Ling Fuh, Norden E Huang
1Department of Psychiatry, Chu-Tung Veterans Hospital, Hsin-Chu County, Taiwan.
Weather changes significantly impact headache incidence, particularly during colder months. Empirical Mode Decomposition (EMD) revealed intrinsic weather patterns linked to headaches, unlike direct data analysis.
Area of Science:
- Environmental Health
- Epidemiology
- Biometeorology
Background:
- Headache patients often report weather changes as triggers or exacerbating factors.
- Empirical Mode Decomposition (EMD) is a technique for analyzing temporal relationships in disease data.
Purpose of the Study:
- To apply EMD to identify intrinsic weather components associated with headache incidence.
- To analyze headache data from a large-scale epidemiological survey in the Greater Taipei area.
Main Methods:
- Detrending weather time-series parameters using EMD into intrinsic mode functions (IMFs).
- Utilizing multiple linear regression with forward stepwise methods to assess temporal associations.
- Analyzing data from 52 randomly selected headache patients.
Main Results:
- No associations were found between raw weather variables and headache incidence.
- Intrinsic weather components (temperature, sunshine, humidity, pressure, wind speed) were linked to headaches during the cold period.
- Maximal wind speed was associated with headaches during the warm period.
- EMD-derived temperature and sunshine IMFs explained up to 33.3% of headache variance in the cold period, coinciding with cold fronts.
Conclusions:
- EMD analysis revealed significant associations between headache and intrinsic weather components, missed by direct comparisons.
- Key weather parameters influencing headaches may differ by geographic region and season.
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