of colaba, bombaymetnet.imd.gov.in/mausamdocs/540114.pdf · in the present study gu mbel and gamma...

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M ausam, (1989), 40, 1, 85·90 551 . 577. 2 ; 55 I . 50 1.7 77 (547 . I) Statistical distribut ion of extremes of rainfall at Colaba, Bombay NITYANAND SI GH indian Ills/illite of Trop ical M eteorology, Pune i Received 13 January 1987) 'All: m l'l1llT ml 'fT Sf:tWt 19 2 -1 if 19K-I f«r.r i I 2. :\ 6, 12, 24, 36 aW: -It' 'ejij <r.r 3fff:o/ll1 3W!,f-n m n f;pJ1 r pff 31fT o:htTm If.T snfr4i lfRt ir rrn I amffirff if: T'i 3W. "r"'" '1"" we ..... fuT. ",,!fl qI" f"4 arti."'" 'f'T lI'ittr _ """ . ... i J;"'l if J:RfrG'SP.: t I 'l;;:;r{ if, R Q- ,, :t "'1m" t l'! :;rnr JfTif QUiFW1 : ", rQOf 'TT f'fliTTl JTir I '"fTIl 1''1f ''jf vr i1fW 'Tftrr JrIJ 1T;fr if if; 'qj&f iIl' 'P: ir. If\lf rrn * I 5, 1n, 1:\ 3W ;11) f-q-;::ro! ;;r; ) =r. f:::rq IW7.f <r.n: I ABSTRA CT. Frequency distributio n of ann ual maximum 1, 2. J, 6, 12. 2-4 . 36 and 48-hr r ainf all recorded at Colaha observatory. Bombay from 1924 to 19H4 is studied using Gumbe l and gam ma distributions v-both have bee n fille d using mom ents and maximum likelihood cstirnatcs separately. Gumbel distributio n filled with met hod of mome nts is round to he most suitable as indicated by minimum values of the a bsolut e relative devia tion : 1111.1 quadratic deviation hut the fit of Gumbel di-rribunon using max imum likelihood estimates was. by and large, equally satisfactory. Th e results arc presented on an extreme-value probability paper gi ving rainfall depth- duration-frequency (D OH relationships for Bombay. Relationship between mean annual maximum rainfall and the duration has been obtained in ordcr to simplify the understanding of extreme rainfal l amount and du ration . The rela tion ship is found valid for S. 10. 15 and 30-min extreme rainfall also. I. Inlrn::l lK1i on Intense rainfall causes dislocation of normal life in the city of Bombay. The city with a population of abo ut 9 million is situated along the west coast of Indian Peninsula (the geographical coo rdi na tes arc 18° 54'N and 72' 49'E). Th e mean annual rainfall or B omb ay is 1805 mrn , 94 % of which is received durin g southwest mon soon period from June through September. The problem or flooding in the city could be avoided by designing suitable drainage system and for thi s pur pose knowledge or distribution of short duration extreme rainfall events is essential. Thus, the study proposes to examine the frequency distribution of I, 2, 3. 6, 12. 24, 36 and 48·hr annual maximum rainfall. Frequency analysis of annual maximum rainfa ll is done to .predict the extrem e rainfall amount for large re .urn periods-c-larger than the period of avai lab le records. The major task of the problem is the choice or suitable probability mode l whic h cou ld fit most clcse'y the freq uency distribution of historical rainfall data. The re arc num erou s theo retical probability mod el' sugo.cste d .lo be used for frequency analysis of extreme prccrpitau on (Sevruk and Geig er 198 1l, The choice or . appropriate model for a parti cular ra infa ll SC nc s depends large ly on considerations of convention and experience of unalysing the rainfall data. So in this process choice of more than one model obvious. In the present study Gu mbel and gam ma distriburion models have been utilized. The results arc presented on a diagram as rainfall de pth-durat ion -frequ ency (DD F) relationships for Bom ba y. An attempt has also been made to understand distr ibut ion o f5 , 10. 15 and 3D-min extreme rainfall from hourly extreme rain- fall distr ibutions. 2. Data used Ii ourl y (clock-hour) rain fall da te for Co laba obs crv a t- o, y, B ombay from 1924 to 1966 has been ohta ined fro m the publication entitled' Magnetic meteorological and 0 1- mospheric electricity observations made at the governmen t observa tories, Bomb ayand Alibilg 'and fro m 1967 to '84, it is collected partly from I.M.D.. Poona and partly fro m Regional Meteorological Cent re. Bombay. Thus, the study is based on 61 years ( 1924-84) contin uou s records of hou rly rainfall which is longest (as it is know n 10 author) record of hou rly rainfall for an y sta tion in India. Ann ual maxim um rainfall series for I. 2, 3, 6. 12, 24,36, and 48-hr du rations arc formed by picking highest rain fa ll or different durations each year and th eir l rrequency distributi on have been studied. Th e durations .are any continuous clock hours and not sticking to calendar dates. Hereafter, annual rnaxirnurn rainfall series will be referred to as rainfall series. (351

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Page 1: of Colaba, Bombaymetnet.imd.gov.in/mausamdocs/540114.pdf · In the present study Gu mbel and gamma distriburion models have been utilized. The results arc presented on a diagram as

Mausam, (1989), 40, 1, 85·90

551 . 577. 2 ; 55 I . 50 1.7 77 (547 . I )

Statistical distribution of extremes of rainfall atColaba, Bombay

NITYAN A ND SI G H

indian Ills /illite of Tropical M eteorology, Pune

i Received 13 January 1987)

'All: -~ m l'l1llT ml 'fT Sf:tWt~~ 19 2 -1 if 19K-I iff: it;q~ ir~~t1in~1 ~ f«r.ri ~~ I 2 . :\

6, 12, 2 4, 36 aW: -I t' 'ejij <r.r 3fff:o/ll1 ~ifrn; ~qf.r, 3W!,f-n m n ~IH f;pJ1 rpff ~ ~i 31fT ~n.""'lf.'f IJ o:htTm qq~11l"If.T snfr4i ~~ ~~ lfRt ir~qi~ rrn ~. I ~., ~ amffirff 3I1'i~ ~fu if:m~ T'i~~ 3W. ~~~ R~~ "r"'" '1"" we .....fuT. ",,!fl qI" 'I'(~ , f"4 arti."'"~ ~i 'f'T lI'ittr _""" ~~ ~ . ... i~~~ J;"'l if J:RfrG'SP.: t I 'l;;:;r{ if, R Q- ~tit ,,:t ar'{ft:l-1J~rf -awv'rr ~ "'1m" t l'! :;rnr JfTif QUiFW1 :

",rQOf 'TT rrf~ f'fliTTl JTir ~ I '"fTIl 1''1f '''jfvr rr~ i1fW 'Tftrr ~r JrIJ1T;fr if l:J1Ui~ if; f~ 'qj&f ~fq<f, 3ff~ ~T

iIl''P: ~f!l ir. If\lf~& f~"fr rrn *I ¥f~; 5, 1n, 1:\ 3W ;11)f-q-;::ro!;;r;) ~'" ~rj f =r. f:::rq IW7.f<r.n: ~ ~. I

ABSTRACT . Frequency distributio n o f ann ual maximum 1, 2. J, 6, 12. 2-4. 36 and 48-hr rainfall recordedat Col aha observa tory. Bombay from 1924 to 19H4 is studied using Gumbel and gam ma dis tributions v-bo th havebeen fille d using mom ent s and maximum likelihood cstirnatcs separately. Gumbel dist ributio n filled with met hodof moments is round to he most suitable as indicated by minimum values of the a bsolut e relative devia tion :1111.1quadratic deviation hut the fit of Gumbel di-rribunon using max imum likelihood estimates was. by and large,equally satisfactory. The results arc presented on an extreme-value probability paper giving rainfall depth­dura tion-frequency (D OH relationships for Bombay. Relationship between mea n annual max imum rainfalland the dura tion has been obtained in ordcr to simplify the understanding o f ex treme rainfal l amount and du ration .The rela tion ship is found valid for S. 10. 15 and 30-min extreme rainfall also.

I. Inlrn::l lK1ion

Intense rainfall causes dislocation of normal lifein the city of Bombay. The city with a populationof about 9 million is situated a long the west coastof Indian Peninsula (the geographical coo rdinatesarc 18° 54'N and 72' 49'E). Th e mean annua l rai nfallor Bombay is 1805 mrn , 94 % of which is receivedduring southwest monsoon period from June throughSeptember. The problem or floodin g in the city co uldbe avoided by designing suita ble drainage system andfor thi s purpose knowledge or distribution of shortduration extreme rainfall events is essential. Thus, thestudy proposes to examine the frequency distributionof I, 2, 3. 6, 12. 24, 36 and 48·hr annua l maximumrainfall.

Frequency analysis of annual maximum rainfallis done to .predict the extreme rainfall amount for largere .urn periods-c-larger than the period of avai lab lerecords. T he major task of the problem is the choiceor suitable prob ability mode l whic h cou ld fit mostclcse 'y the freq uency distribution of historica l rainfalldata . The re arc num erou s theo retica l pro ba bility mod el'sugo.csted .lo be used for frequency analysis of ext remeprccrpitau on (Sevruk and Geiger 1981l, The choiceor . appropriate model for a parti cular ra infa llSC nc s depends largely on considerations of conventionand experience of unalysing the rainfall data. So in

this process choice of more than one model i~ obvious.In the presen t study Gu mbel and gam ma distrib urio nmodels have been ut ilized. T he results arc presentedon a diagra m as rainfall de pth-durat ion -frequ ency(DD F) relationships for Bom bay. An a tte mpt hasalso been made to understand distr ibut ion of5 , 10. 15and 3D-min extreme rainfall from hourly extr eme rain­fall distr ibutions.

2. Data used

Ii ourly (clock-hour) rain fall da te for Co laba obscrva t­o,y, Bombay fro m 1924 to 1966 has been ohta ined fro mthe publication entitled' Magnetic meteorological and 0 1­mospheric electrici ty observations made at the governmen tobserva tories, Bombayand Alibilg 'and fro m 1967 to '84, itis collected par tly from I.M.D.. Poona and partly fro mRegiona l Meteorologica l Cent re. Bombay. Thus, thestudy is based on 61 years ( 1924-84) contin uou s records ofhou rly ra infal l which is longest (as it is know n 10 author)record of hou rly ra infall for an y sta tion in India .Ann ual maxim um rainfall series for I. 2, 3, 6. 12, 24,36,and 48-hr du rations arc formed by picking highestrain fa ll or different dura tions each year and their

lrrequency distr ibuti on have been studied. Th e duration s

.are any continuous clock hours and not sticking tocalendar dates. Hereafter, annual rnaxirnurn rainfallseries will be referred to as rainfall series.

(351

Page 2: of Colaba, Bombaymetnet.imd.gov.in/mausamdocs/540114.pdf · In the present study Gu mbel and gamma distriburion models have been utilized. The results arc presented on a diagram as
Page 3: of Colaba, Bombaymetnet.imd.gov.in/mausamdocs/540114.pdf · In the present study Gu mbel and gamma distriburion models have been utilized. The results arc presented on a diagram as
Page 4: of Colaba, Bombaymetnet.imd.gov.in/mausamdocs/540114.pdf · In the present study Gu mbel and gamma distriburion models have been utilized. The results arc presented on a diagram as
Page 5: of Colaba, Bombaymetnet.imd.gov.in/mausamdocs/540114.pdf · In the present study Gu mbel and gamma distriburion models have been utilized. The results arc presented on a diagram as
Page 6: of Colaba, Bombaymetnet.imd.gov.in/mausamdocs/540114.pdf · In the present study Gu mbel and gamma distriburion models have been utilized. The results arc presented on a diagram as