Table 4.8. Stepwise regressions <strong>for</strong> all North lsland data. No. Var. Name Coef br se of coef R2 se est Const log a Multiplier a 1 2 AREA AREA t224 AREA t224 MARAIN o.81 0.84 2.33 o.83 1.89 1.O7 o.o56 0.048 o.377 o.045 o.368 o.270 14.5 17.7 6.2 18.6 5.1 4.O 0.829 o.882 o.900 o.687 o.778 o.810 o.442 o.372 o.348 0.271 1 .87 -4.263 5.46 x 1O-õ - 6.862 1 .37 x 10' Table 4.9 Stepwise regressions <strong>for</strong> first trial North lsland regions Region Number Variable Variables Name Coef b' se of coef R2 se est Const Mult¡plier loga a Non-Pumice (84 catchments) 1 2 AREA AREA t224 AREA t224 MARAIN o.74 0.049 o.77 0.037 2.13 0.271 o.76 0.034 1.77 0.262 0.78 0. 1 91 '15.2 0.861 0.74 0.341 20.7 0.925 0.86 0.257 7.9 22.4 0.939 0.88 0.234 6.8 4.1 0.507 3.21 - 3.63 2.33 x 1O-a - 5.49 3.24 x 1O-o Pumice ( 1 2 catchments) 1 2 AREA AREA t224 AREA t224 MARAIN o.84 0.22 0.90 0.11 3.88 0.64 o.79 0.o9 2.41 0.73 1.74 0.64 3.8 0.765 8.5 0.958 6.1 8.9 0.978 3.3 2.7 o.59 0.359 -O.310 0.490 O.92 0.168 -7.806 1.56 x 1O-8 0.96 O.142 - 10.36 4.39 x 1Oi1 of which catchments lay within it, presented difficulty. Several catchments (<strong>for</strong> example 9101, Waitoa; 21803, Mohaka) have <strong>the</strong>ir headwaters in this pumice country, but most of <strong>the</strong>ir <strong>are</strong>as lie outside <strong>the</strong> pumice region. O<strong>the</strong>rs (e.g., 15410, Whirinaki) <strong>are</strong> mainly pumice but have a substantial <strong>are</strong>a outside <strong>the</strong> region. In still o<strong>the</strong>r catchments (those lying mainly on <strong>the</strong> slope of <strong>the</strong> central North Island volcanoes) <strong>the</strong> mantle of soil over rock is minimal and its hydrological influences were <strong>not</strong> known. After several trials, <strong>the</strong> pumice region was defined as comprehending three of <strong>the</strong> hydrological regions set out by Toebes and Palmer (1969). <strong>These</strong> were Taupo Pumice, Taupo Rhyolite, and East Raetihi which made up a discontinuous region including a total of 13 catchments, seven tributary to <strong>the</strong> Waikato River, four draining to <strong>the</strong> Bay of Plenty, and two tributary to <strong>the</strong> Wanganui River. Closer inspection of <strong>the</strong> data <strong>for</strong> <strong>the</strong>se l3 catchments showed that 11432108 (Purukohukohu) was a distinct outlier in having <strong>the</strong> smallest catchment <strong>are</strong>a and <strong>the</strong> least Q (by almost two orders of magnitude) <strong>for</strong> all 97 North Island catchments. For this reason, and because it was ephemeral, it was excluded from subsequent analyses. Taking two regions, pumice and non-pumice, trial regressions were undertaken. Stepwise results <strong>are</strong> given in Table 4.9 and <strong>the</strong> distribution of residual errors <strong>for</strong> <strong>the</strong> best fit equations is shown in Figure 4.9. This figure shows that within <strong>the</strong> pumice region <strong>the</strong> residuals seem randomly distributed with generally low values, but <strong>the</strong> remainder of <strong>the</strong> island contains very large residuals, some exceeding I 0.50. The sou<strong>the</strong>rn part of <strong>the</strong> island including tributary catchments to <strong>the</strong> lower Rangitikei, all <strong>the</strong> Manawatu, Wairarapa and Wellington <strong>are</strong>a catchments, have, with one small exception, positive residuals meaning that Qo5, <strong>for</strong> this <strong>are</strong>a is underestimated. Similarly, positive residuals occur over much of <strong>the</strong> Northland and Auckland <strong>are</strong>as. The fact that tropical cyclone events tend to produce flooding in this <strong>are</strong>a, and also <strong>the</strong> Coromandel and East Cape <strong>are</strong>as, may be a tentative basis <strong>for</strong> a region including <strong>the</strong>se <strong>are</strong>as. Negative residual values occur in <strong>the</strong> central part of <strong>the</strong> island outside <strong>the</strong> pumice region. This suggests a division of <strong>the</strong> Water & soil technical publication no. 20 (1982) island into four regions, and if <strong>the</strong> central part is divided between east and west coasts, into five regions, whose tentative boundaries <strong>are</strong> drawn dashed on Figure 4.9. <strong>These</strong> five regions <strong>are</strong> taken as a basis <strong>for</strong> fur<strong>the</strong>r study. A number of trials were undertaken with <strong>the</strong>se regions to determine where boundaries should be placed. Catchments which appe<strong>are</strong>d as outliers were checked, both <strong>for</strong> <strong>the</strong> correctness of data and <strong>for</strong> any features of <strong>the</strong> catchment which might influence flood peaks. Seven of <strong>the</strong> larger residuals could be attributed to special conditions of <strong>the</strong> catchment and were excluded from <strong>the</strong> final analysis. <strong>These</strong> were as follows: (i) C¡tchments with large ponding effects Serious over-estimates were made <strong>for</strong> Q <strong>for</strong> 9l0l (Waitoa) and 9108 (Piako). Two possible causes <strong>for</strong> this <strong>are</strong>, firslly that <strong>the</strong> headwaters <strong>for</strong> <strong>the</strong>se catchments lie in <strong>the</strong> pumice region, and secondly that <strong>the</strong> catchments have amongst <strong>the</strong> lowest channel slopes of all <strong>the</strong> North Island catchments, and have a very flat topography with peaty soils and swamps in <strong>the</strong> lower reaches. This second factor also causes attenuation of flood hydrographs. Thus <strong>the</strong>se two catchments were excluded frorn fur<strong>the</strong>r analysis. O<strong>the</strong>rs having large negative residuals in Figure 4.9 were 33307 (Wanganui at Headwaters) and 1143428 (Ohote); <strong>the</strong>se also were excluded on <strong>the</strong> basis that large parts of <strong>the</strong> catchments <strong>are</strong> swamps. (ii) C¡tchment in l¡mestone <strong>are</strong>a Catchment 40703 (Mangakowhai), which drains Waitomo limestone country, also had a large negative residual and was subsequently excluded on <strong>the</strong> basis that <strong>the</strong> catchment topographic <strong>are</strong>a may <strong>not</strong> be <strong>the</strong> true catchment <strong>are</strong>a. (iii) Catchment with short record Catchment 39508 (Manganui) had only four years of record. It was excluded on <strong>the</strong> basis that <strong>the</strong> estimate of Q may have excessive sampling error. 67
Non Pumice = õ = 3-24xto'6 AREA'7ó lr,o''" MARA|No'78 ( R2= 9.g3,- se= 0.228 I Pumice [ = a.39 ^ ro ll AREATe \r1'^' MARATNI'24 ( R'= O'9ó , se = O.lO5 ) Figure 4.9 Trial North lsland regions. 68 Water & soil technical publication no. 20 (1982)
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WATER & SOIL TECHNICAL PUBLICATION
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Regional flood est¡mat¡on in New
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Tables 1.1 Risk ofexceedence for sp
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Preface Water & soil technical publ
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annual flood Q (the mean of the ann
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N) o STATIoN NAr{gmLfï3---ffij NUI
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APPENDIX E Compadson of Regional Fl
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Table F.2 Flood peak data. NEW OTAG
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F.3 Analysis and results tatively p
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SOLITH I EA l') COAST soUTH CANTERB
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