| Literature DB >> 19578456 |
Eija Yli-Panula1, Desta Bey Fekedulegn, Brett James Green, Hanna Ranta.
Abstract
In this 31-year retrospective study, we examined the influence of meteorology on airborne Betula spp. (birch) pollen concentrations in Turku, Finland. The seasonal incidence of airborne birch pollen in Turku occurred over a brief period each year during spring (April 30 - May 31). Mean peak concentrations were restricted to May (May 5 to 13). Statistically significant increases in the annual accumulated birch pollen sum and daily maximum values were observed over the study period. Birch pollen counts collected in April were retrospectively shown to increase over the duration of the study. Increases in April temperature values were also significantly associated with the earlier onset of the birch pollen season. Furthermore, the number of days where daily birch pollen concentrations exceeded 10 and 1,000 grains/m(3) also increased throughout the study period. These data demonstrate that increases in temperature, especially during months preceding the onset of the birch pollen season, favor preseason phenological development and pollen dispersal. Birch pollen derived from other geographical locations may also contribute to the aerospora of Turku, Finland. To date, the public health burden associated with personal exposure to elevated birch pollen loads remains unclear and is the focus of future epidemiological research.Entities:
Keywords: Betula spp.; allergen; biometeorology; birch; temperature
Mesh:
Substances:
Year: 2009 PMID: 19578456 PMCID: PMC2705213 DOI: 10.3390/ijerph6061706
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1.Annual mean temperature (°C) for Turku, Finland. Regression analysis was used to detect long-term trends in temperature (R2 = 0.123, p-value = 0.0533).
Summary of seasonal trends in temperature and precipitation covering the study period 1974–2004; results of regression analyses (independent variable = years, dependent variable = temperature or precipitation, n = 31). The slope of the regression line, R2 and the p-value for significance of the slope are given. Statistical significance is based on alpha levels of < 0.05 (*), < 0.01 (**), and the Bonferroni-adjusted level of significance < 0.004 (***).
| Temperature | Precipitation | |||||
|---|---|---|---|---|---|---|
| Month | Slope | Coefficient of determination (R2) | p-value | Slope | Coefficient of determination (R2) | p-value |
| Jan | 0.0673 | 0.023 | 0.4159 | 0.4188 | 0.020 | 0.4429 |
| Feb | 0.0741 | 0.028 | 0.3711 | 0.1385 | 0.001 | 0.8713 |
| Mar | 0.0652 | 0.080 | 0.1221 | 0.3700 | 0.032 | 0.3379 |
| Apr | 0.0804 | 0.203 | 0.0109* | −0.0545 | 0.001 | 0.8917 |
| May | −0.0094 | 0.003 | 0.7750 | −0.0799 | 0.001 | 0.8782 |
| Jun | 0.0074 | 0.001 | 0.8403 | 0.6473 | 0.043 | 0.2637 |
| Jul | 0.0873 | 0.230 | 0.0063** | −0.0716 | 0.0002 | 0.9346 |
| Aug | 0.0706 | 0.163 | 0.0242* | −0.1536 | 0.001 | 0.8491 |
| Sep | 0.0401 | 0.053 | 0.2147 | −0.8842 | 0.040 | 0.2790 |
| Oct | 0.0101 | 0.002 | 0.8060 | 0.0119 | 0.00001 | 0.9862 |
| Nov | −0.0478 | 0.039 | 0.2872 | −0.7388 | 0.024 | 0.4104 |
| Dec | 0.0381 | 0.013 | 0.5445 | 0.4399 | 0.014 | 0.5242 |
| Annual | 0.0399 | 0.123 | 0.0533 | 0.0439 | 0.00001 | 0.9836 |
1Annual mean temperature or annual total precipitation
Figure 2.Annual precipitation (mm) for Turku, Finland. Regression analysis was used to detect long-term trends in precipitation (R2 = 0.00001, p-value = 0.9836).
The annual accumulated birch pollen sum, daily maximum pollen count, and number of days to the maximum daily occurrence of pollen and the date of occurrence, covering the period from 1974 to 2004, including slope of trend regression line, correlation coefficient, and probability value (based on log transformed values).
| Year | Annual cumulative pollen (grains) | Daily maximum(grain/m3) | Number of days to daily maximum | Month | Day |
|---|---|---|---|---|---|
| 1974 | 1065 | 231 | 137 | 5 | 17 |
| 1975 | 3119 | 646 | 133 | 5 | 13 |
| 1976 | 4931 | 798 | 136 | 5 | 15 |
| 1977 | 5574 | 679 | 140 | 5 | 20 |
| 1978 | 22194 | 5859 | 141 | 5 | 21 |
| 1979 | 1235 | 126 | 141 | 5 | 21 |
| 1980 | 5379 | 1004 | 129 | 5 | 8 |
| 1981 | 5413 | 1383 | 136 | 5 | 16 |
| 1982 | 6493 | 1683 | 128 | 5 | 8 |
| 1983 | 7956 | 1579 | 128 | 5 | 8 |
| 1984 | 3804 | 658 | 136 | 5 | 15 |
| 1985 | 10823 | 1933 | 139 | 5 | 19 |
| 1986 | 1454 | 194 | 118 | 4 | 28 |
| 1987 | 15291 | 3910 | 137 | 5 | 17 |
| 1988 | 1459 | 252 | 133 | 5 | 12 |
| 1989 | 17042 | 6321 | 117 | 4 | 27 |
| 1990 | 7078 | 1550 | 114 | 4 | 24 |
| 1991 | 2883 | 269 | 151 | 5 | 31 |
| 1992 | 2512 | 595 | 143 | 5 | 22 |
| 1993 | 70445 | 16291 | 122 | 5 | 2 |
| 1994 | 590 | 103 | 127 | 5 | 7 |
| 1995 | 6125 | 2208 | 111 | 4 | 21 |
| 1996 | 11924 | 3581 | 133 | 5 | 12 |
| 1997 | 5708 | 1207 | 135 | 5 | 15 |
| 1998 | 33933 | 5737 | 123 | 5 | 3 |
| 1999 | 6125 | 2208 | 111 | 4 | 21 |
| 2000 | 38713 | 8832 | 120 | 4 | 29 |
| 2001 | 4181 | 1659 | 121 | 5 | 1 |
| 2002 | 35215 | 5526 | 123 | 5 | 3 |
| 2003 | 35209 | 5526 | 123 | 5 | 3 |
| 2004 | 11897 | 1670 | 121 | 4 | 30 |
| Slope of regression line | 0.0533 | 0.0604 | −0.0046 | ||
| Correlation coefficient | 0.417 | 0.424 | −0.536 | ||
| p-value | 0.0197 | 0.0175 | 0.0019 |
Figure 3.The trend in log-transformed annual cumulative birch pollen sum for the study period covering 1974–2004 and the fitted regression line (R2 = 0.174, p-value = 0.0197).
Figure 4.Distribution of monthly total birch pollen index for the study period (1974–2004) using actual (a) and log-transformed index (b).
Summary of monthly trends in airborne birch pollen counts covering the study period 1974–2004; results of regression analyses (independent variable = years, dependent variable = pollen count in log scale, n = 31). The slope of the regression line, R2 and the p-value for significance of the slope are given. Statistical significance is based on alpha levels of < 0.05 (*), < 0.01 (**), and the Bonferroni-adjusted level of significance < 0.004 (***).
| Monthly | Slope | Coefficient of determination (R2) | p-value |
|---|---|---|---|
| Apr | 0.1021 | 0.429 | < 0.0001*** |
| May | 0.0121 | 0.035 | 0.3123 |
| Jun | 0.0010 | 0.0004 | 0.9196 |
| Jul | 0.0134 | 0.017 | 0.2297 |
Figure 5.Regression analysis of the onset of the birch pollen season for the study period 1974–2004. (R2 = 0.161, slope −0.5762, p = 0.0252).
Correlation of the different birch pollen season variables (starting date, ending date, and duration of the pollen season) with monthly temperature and precipitation, covering the period from 1974 to 2004 (n = 31, the correlation coefficient and the probability value are given). Statistical significance is based on alpha levels of < 0.05 (*), < 0.01 (**), and the Bonferroni-adjusted level of significance < 0.003 (***).
| Temperature | Precipitation | ||||||
|---|---|---|---|---|---|---|---|
| Month | Starting date | Ending date | Duration | Starting date | Ending date | Duration | |
| Prior Year | Jun | 0.10 | −0.45* | −0.40* | −0.14 | 0.23 | 0.25 |
| Jul | −0.26 | −0.29 | −0.06 | 0.12 | 0.02 | −0.11 | |
| Aug | 0.16 | −0.15 | −0.15 | −0.21 | 0.17 | 0.22 | |
| Sep | 0.08 | −0.63*** | −0.47** | 0.31 | 0.00 | 0.08 | |
| Oct | 0.16 | 0.08 | 0.05 | 0.06 | −0.19 | −0.29 | |
| Nov | 0.40* | −0.04 | −0.19 | 0.42* | −0.03 | −0.24 | |
| Dec | −0.04 | −0.01 | −0.05 | −0.37* | −0.02 | 0.15 | |
| Current Year | Jan | −0.17 | 0.01 | 0.11 | −0.42* | −0.14 | 0.17 |
| Feb | −0.01 | −0.36* | −0.08 | 0.02 | −0.19 | −0.04 | |
| Mar | −0.24 | −0.12 | 0.18 | −0.53** | 0.35 | 0.39* | |
| Apr | −0.59*** | −0.29 | 0.09 | −0.21 | 0.24 | 0.36* | |
| May | 0.14 | −0.18 | −0.26 | 0.04 | −0.10 | −0.02 | |
| FMA | −0.25 | −0.36* | 0.04 | −0.25 | 0.06 | 0.24 | |
| FMAM | −0.19 | −0.37* | −0.03 | −0.22 | 0.02 | 0.22 | |
| Annual | −0.31 | −0.19 | 0.15 | −0.08 | 0.02 | 0.15 | |
1Average temperature for February, March and April (FMA) or mean of total precipitation for FMA
2Average temperature for February, March, April and May (FMAM) or mean of total precipitation for FMAM
3Annual mean temperature or total annual precipitation
Correlation of the different birch pollen load variables (annual count, daily maximum count, and number of days to maximum daily count) with monthly temperature and precipitation, covering the period from 1974 to 2004 (n=31, the correlation coefficient and the probability value are given). Statistical significance is based on alpha levels of < 0.05 (*), < 0.01 (**), and the Bonferroni-adjusted level of significance < 0.003 (***).
| Temperature | Precipitation | ||||||
|---|---|---|---|---|---|---|---|
| Month | Annual | Daily maximum | Number of days to daily maximum | Annual | Daily maximum | Number of days to daily maximum | |
| Prior year | Jun | 0.60** | 0.58*** | −0.11 | −0.25 | −0.17 | −0.05 |
| Jul | 0.40* | 0.38* | −0.49** | 0.15 | 0.10 | 0.21 | |
| Aug | 0.36 | 0.27 | −0.05 | −0.22 | −0.16 | −0.08 | |
| Sep | 0.45* | 0.47** | −0.45* | 0.02 | −0.03 | 0.29 | |
| Oct | −0.26 | −0.15 | 0.09 | 0.20 | 0.31 | −0.03 | |
| Nov | −0.05 | −0.05 | 0.29 | 0.05 | 0.09 | 0.23 | |
| Dec | 0.01 | 0.09 | −0.07 | −0.18 | −0.12 | −0.25 | |
| Current year | Jan | −0.07 | −0.01 | −0.21 | −0.02 | −0.09 | −0.25 |
| Feb | 0.21 | 0.25 | −0.32 | −0.17 | −0.16 | −0.08 | |
| Mar | 0.04 | 0.04 | −0.33 | −0.11 | −0.03 | −0.21 | |
| Apr | 0.20 | 0.24 | −0.61*** | −0.26 | −0.22 | −0.17 | |
| May | 0.22 | 0.18 | −0.07 | 0.04 | 0.02 | 0.00 | |
| FMA | 0.20 | 0.24 | −0.48** | −0.27 | −0.22 | −0.20 | |
| FMAM | 0.24 | 0.27 | −0.46** | −0.24 | −0.21 | −0.19 | |
| Annual | −0.04 | 0.02 | −0.43* | −0.33 | −0.33 | −0.06 | |
1Average temperature for February, March and April (FMA) or mean of total precipitation for FMA
2Average temperature for February, March, April and May (FMAM) or mean of total precipitation for FMAM
3Annual mean temperature or total annual precipitation
Figure 6.The trend in the number of days when daily average birch pollen concentration exceeded 10 (A), 100 (B), and 1000 (C) grains/m3 of air for each season. The slope of the regression line, the correlation coefficient and the p-value are shown.