Lisø PhD Dissertation Manuscript - NTNU

Lisø PhD Dissertation Manuscript - NTNU Lisø PhD Dissertation Manuscript - NTNU

10.04.2013 Views

Fig. 1. Map of Norwayshowing the locations of the four weather stations used in this study. Table 2 Average annual precipitation and wind speed for Oslo, Bergen, Trondheim and Tromsø, Norwayfor normal period 1961–1990 Location Average annual precipitation (mm/ yr) Oslo 763 2.7 Bergen 2250 3.5 Trondheim 892 3.9 Tromsø 1031 4.0 events. Oslo had the lowest number of annual rain observations (less than half the number observed in Bergen) but the highest percentage of moderate or heavy events (23%). Though receiving less annual precipitation than Tromsø, Trondheim exhibited a greater number of rain events (about 167 versus 133 per year). This is probablyat least in part because a larger ARTICLE IN PRESS J.P. Rydock et al. / Building and Environment 40 (2005) 1450–1458 1453 Average wind speed (m/s) Table 3 Average annual observations coded as rain (codes 60–65 and 80–82) and percentage coded as moderate or heavyrain (codes 62–65 and 81–82) from 1974–2003 at Oslo, Bergen, Trondheim and Tromsø, Norway Location Synoptic observations coded as rain (per year) Oslo 98 23 Bergen 255 18 Trondheim 167 10 Tromsø 133 15 Moderate/heavyas a percentage of total (%) percentage of precipitation in Tromsø is in the form of snow. Trondheim had the lowest number of moderate or heavyobservations of the four weather stations examined here, with 17 per year (or 10% of the Trondheim average yearly total). The relative frequencies of rainfall events versus wind direction (in 101 increments) for each station are shown in Figs. 2a–d. The values shown are the percentages as a function of the total number of observations coded as rain in the analysis period at each station. If the frequencies shown in the figure are thought of as percentages, then, the sum over all directions plus the percentage of rain events with no wind, at each station, will equal 100. This is just a simple wayof expressing how often the wind was blowing from a particular direction when rain was observed at a station. Interestingly, the distribution pattern is distinctly different for each station. Bergen and Tromsø are perhaps the most striking, with 58% of events in Bergen associated with a wind from the sector 1301 to 1701 (where 1801 is due south and 901 is due east) and 53% of the events for Tromsø with wind from the sector 1901 to 2301. Otherwise, particularlyin Bergen, there are proportionallyveryfew events from other directions at these stations, with the exception of the hint of a secondarymaximum from 3001 to 3301 in Fig. 2b. Rather surprisinglyin fact, there were less than 10 rain observations recorded at the Bergen station with a wind from 101, 201 or 301. This is in contrast to almost 1500 observations in the 30-year period with a wind direction from 1501. Similarly, in Tromsø, there were less than 10 rain observations recorded with a wind direction from 1001, 1101 and 1301, while there were 639 from 2101. At both Oslo and Trondheim there is a clear directional dependence that is perhaps more pronounced at Trondheim. A westerlywind direction defined bythe sector 2301 to 3001 was associated with 56% of the rain observations at the Trondheim airport. A small secondarymaximum occurred with a wind direction slightly north of east, between 801 and 1301. Otherwise in Trondheim there were few rain observations with wind

1454 Frequency (a) Frequency (b) Frequency (c) Frequency (d) 10 20 15 10 5 0 5 0 10 5 0 from the north (from about 3101 to 601) and also from the south (from about 1701 to 2201). In Oslo, maxima occurred from a direction slightlyeast of north, from the sector 20 to 601, and to a slightlylesser degree from a sector in the southerlydirection, bounded approximatelyby1601 and 2001. Otherwise, there were relativelyfew rain observations with wind from the west and northwest (from about 2501 to 3501). The next step was to convert the frequencydistributions in Fig. 2 into directional rainfall totals. Though percentages of rainfall events coded as moderate or heavy, shown in Table 3, varysomewhat from station to station, the relative frequencyversus wind direction at each station is verysimilar to the normalized frequency distribution of total rainfall events at each of these stations. To illustrate this point, a comparison of the relative frequencies of observations coded as moderate or heavy(codes 62–65, 81 and 82) with those coded as some type of rain (codes 60–65 and 80–82) for Bergen is shown as an example in Fig. 3. The moderate/heavy values for each angle are normalized bythe total number of moderate/heavycodes observed in the period, and the ‘all types’ values are taken from Fig. ARTICLE IN PRESS J.P. Rydock et al. / Building and Environment 40 (2005) 1450–1458 Oslo 10 40 70 100 130 160 190 220 250 280 310 340 Degrees from north Bergen 10 40 70 100 130 160 190 220 250 280 310 340 Degrees from north Trondheim 10 40 70 100 130 160 190 220 250 280 310 340 Degrees from north Tromsø 20 15 10 5 0 10 40 70 100 130 160 190 220 250 280 310 340 Degrees from north Fig. 2. Relative frequencyvs. wind direction of observations coded as rain for the period 1974–2003 for (a) Bergen, (b) Trondheim, (c) Oslo and (d) Tromsø. 2b. This figure suggests perhaps a slightlyhigher incidence of moderate/heavyevents from the principal direction at Bergen (1301–1701, as discussed above), which might indicate a need for an incrementally stronger weighting of rainfall from that direction than is obtained from Fig. 2b. This is also evident in the principal directions at Tromsø and Trondheim, and from the southerlydirection in comparison to the northeasterlydirection at Oslo, but the differences in all cases are small. Use of the frequencydistributions in Fig. 2 for decomposing average annual rainfall amounts into directional rainfall totals at each of the stations, therefore, is probablya reasonable approximation. For driving rain considerations it is important to distinguish between liquid and solid precipitation. While annual precipitation is recorded at literallyhundreds of stations around the country, the percentage of precipitation falling as rain is not. For stations where snowfall is not common, this is not a problem. At many stations in Norway, however, precipitation in frozen form represents a substantial percentage of the annual total. For the stations considered here, Bergen has the lowest relative occurrence of snowfall and Tromsø the

Fig. 1. Map of Norwayshowing the locations of the four weather<br />

stations used in this study.<br />

Table 2<br />

Average annual precipitation and wind speed for Oslo, Bergen,<br />

Trondheim and Tromsø, Norwayfor normal period 1961–1990<br />

Location Average annual<br />

precipitation (mm/<br />

yr)<br />

Oslo 763 2.7<br />

Bergen 2250 3.5<br />

Trondheim 892 3.9<br />

Tromsø 1031 4.0<br />

events. Oslo had the lowest number of annual rain<br />

observations (less than half the number observed in<br />

Bergen) but the highest percentage of moderate or heavy<br />

events (23%). Though receiving less annual precipitation<br />

than Tromsø, Trondheim exhibited a greater<br />

number of rain events (about 167 versus 133 per year).<br />

This is probablyat least in part because a larger<br />

ARTICLE IN PRESS<br />

J.P. Rydock et al. / Building and Environment 40 (2005) 1450–1458 1453<br />

Average wind speed<br />

(m/s)<br />

Table 3<br />

Average annual observations coded as rain (codes 60–65 and 80–82)<br />

and percentage coded as moderate or heavyrain (codes 62–65 and<br />

81–82) from 1974–2003 at Oslo, Bergen, Trondheim and Tromsø,<br />

Norway<br />

Location Synoptic<br />

observations coded<br />

as rain (per year)<br />

Oslo 98 23<br />

Bergen 255 18<br />

Trondheim 167 10<br />

Tromsø 133 15<br />

Moderate/heavyas<br />

a percentage of total<br />

(%)<br />

percentage of precipitation in Tromsø is in the form of<br />

snow. Trondheim had the lowest number of moderate or<br />

heavyobservations of the four weather stations examined<br />

here, with 17 per year (or 10% of the Trondheim<br />

average yearly total).<br />

The relative frequencies of rainfall events versus wind<br />

direction (in 101 increments) for each station are shown<br />

in Figs. 2a–d. The values shown are the percentages as a<br />

function of the total number of observations coded as<br />

rain in the analysis period at each station. If the<br />

frequencies shown in the figure are thought of as<br />

percentages, then, the sum over all directions plus the<br />

percentage of rain events with no wind, at each station,<br />

will equal 100. This is just a simple wayof expressing<br />

how often the wind was blowing from a particular<br />

direction when rain was observed at a station.<br />

Interestingly, the distribution pattern is distinctly<br />

different for each station. Bergen and Tromsø are<br />

perhaps the most striking, with 58% of events in Bergen<br />

associated with a wind from the sector 1301 to 1701<br />

(where 1801 is due south and 901 is due east) and 53% of<br />

the events for Tromsø with wind from the sector 1901 to<br />

2301. Otherwise, particularlyin Bergen, there are<br />

proportionallyveryfew events from other directions at<br />

these stations, with the exception of the hint of a<br />

secondarymaximum from 3001 to 3301 in Fig. 2b.<br />

Rather surprisinglyin fact, there were less than 10 rain<br />

observations recorded at the Bergen station with a wind<br />

from 101, 201 or 301. This is in contrast to almost 1500<br />

observations in the 30-year period with a wind direction<br />

from 1501. Similarly, in Tromsø, there were less than 10<br />

rain observations recorded with a wind direction from<br />

1001, 1101 and 1301, while there were 639 from 2101. At<br />

both Oslo and Trondheim there is a clear directional<br />

dependence that is perhaps more pronounced at<br />

Trondheim. A westerlywind direction defined bythe<br />

sector 2301 to 3001 was associated with 56% of the rain<br />

observations at the Trondheim airport. A small secondarymaximum<br />

occurred with a wind direction slightly<br />

north of east, between 801 and 1301. Otherwise in<br />

Trondheim there were few rain observations with wind

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