<br />
<br />e<juallength (8298 d each) and the lapse nile CQJllrll.Slbetween
<br />1he earlier and later periods examined. Within and between-Iype
<br />comnbutions 10 lapse rom; chana:e (for each synoptic class at 100
<br />mb) are summarized for !be daytime lapse rale on the upper
<br />~Iope ICI Vi DI) in Table 8. 1be final column ,ives the ralio of
<br />wi!hin'Iype cl1ange dIvided by belween-type chana:e, and almost
<br />wi!bollt exceplion, values :u-e well above I fOl" synoptic c1aues
<br />witl1 weslerly .;:omponems (the mou frequent classes). This re-
<br />inforces lhe dominance of within-type chNlje. For the more ea.st-
<br />erly .ynopllc types. ralios bel<.lw I mean relatively link within-
<br />type change. but abs<.llllte.;:lumgesin lapsc:r.lIeilR also much
<br />smaller (li"l IWO colullUls) and llR moslly llOI statistically sig.
<br />nificant.
<br />T<.I delermine whether weslerly and oorthMlsterly aiJ-ftow
<br />c1aueshave.;:hangedllow chanlcLerislics during the n:cocd (a
<br />pos.\ible cause <.If \he slIong wilhuHypc lapse nte changes iden-
<br />tified). time senes of S. W, F. and Z fOl" these synoptic clas.:;es
<br />were examined. An im;rease in the /1ow Slrellp associated willi
<br />weslerly c1a.sses for example (i1lQ'Ca.R in F) could enhance
<br />doWllSlope wanrung and flihn effects (Barry, pers. comm..
<br />1998), thus strengthenina: lap:;e rates. However, investigation of
<br />index changes for all synoptic classes (Table 9) IlIlCOvered very
<br />(ewslgniticamrelationsl).ips(a11 signifi"amo;:baqges are listed).
<br />In panicular. index cluma:es for the: nonhwc,stedy cl3S$ were of
<br />opposite sIgn to those UpeCled to ac<:ount for aay stronger lapse
<br />rales (i.e.. F decreased). Therefore sublle wilhin-type "hanges in
<br />air:flowchlll1l<:terdu nOt explain thewithin-typclapsc: rate chang.
<br />esobserved.
<br />
<br />Discussion
<br />
<br />The relative imponan.;:eof within-sYllOpti.;:typc cbanges in
<br />lapse rate. and the inabilily of between-airflow type <:llanies to
<br />ac:countfortemperaturechangesobserveds~IheCJlIlyI9SOs
<br />on lhe eaStern slope of the Front Ranie, implies processes ex-
<br />ternalto the Rocky Mounlain regioolO be infIUelltial. TIle strong
<br />sw1ace cooling trend (and stronger lapse nll(5) II biaber eleva-
<br />tions is marked when Ilie prevailing weslerly dow is SIrOn., but
<br />is less marlr.ed under relatively iDfrcquem upslope COlIditions.
<br />Thi. high.elevation .;:ooling I1as also been associated with in-
<br />creased wetneu al \he highest elevations. Amlual ptecipitalion
<br />hasin<:reasedatDI nverlhelast46yrllldseveral)'ear$inlhe
<br />1990s are amooa: the wellC:SI in tbc m:ord (W1Ilia.ms el aI.,
<br />1996). Increasedpredpitation a. high elevations would usually
<br />mean increased snowfall, and a deeper hiih-elcvation s.nowpack
<br />cOllldstrenglhenlapseralesthrnughlllincreaseduplandl1owland
<br />snow gradient.
<br />C<.Impanson with changes in ElUOpe is inlriiuiDj:. In \he
<br />European Alps, wannmg has been amplified It ruab elevations
<br />(BelllslOll et aJ.. 1994), but unlike Colorado this lias also been
<br />as.ociated wllh ~ .;:hange in cin;ulation, namely an increase in
<br />the Nonh Atlanllc Oscillallon index (NAO) with more frequent
<br />anllcyclones over central Europe especially in winleI. TIle rela-
<br />live warmth of such synoptic cor>ditious increues wilh elevalion
<br />(GiorgI el al.. 1997). III C<.Ilorado no sySlernaricchanges incir-
<br />culatioo frequencies have beell identified. Chanaes experienced
<br />al high elevali<.lns in the maritime uplands of the U.K. lITC more
<br />sinular 10 the Colorado lapse rale changes. United Kinadom up-
<br />land litesilfe showing much less wlll'ming than adjr.cCIll lowland
<br />ilfus(Garnetletal..I991)andrco;:entworlr.(Pepin,lInpublisbed)
<br />suggests 1hestrengthening in lap:;e nlte 10 bc: mcntapparenlun-
<br />der westerly synopti" lilualions. Cbanies II bi&b elevations in
<br />the Front Range appear to be mOre similar 10 dtu",a in northern
<br />and western Europe and increased uposure 10 Ihe mobile mid-
<br />
<br />1441 All.cnc, ANTAIl.CTIC, AND ALPINE REsEJt.IICH
<br />
<br />latilude westedies may be a common factor. In suppon of this,
<br />the lower slopes of \he Front Range are more i$Ol:lled from upper
<br />tropospherk ilirftow and subjecI to more local cJimali" illJluences
<br />incJudin, mesoscale mversions (Barry. 1913). 'The local lapse
<br />rate weakening belween Al and BI is more likely to be locally
<br />.;:ontroJled.Colllinuinllresearchinterellinthehillh-elevalioncli-
<br />mate of the Fronl Range is made more important therefore by
<br />\he idcathal hiih-elevationareas may have global significance.
<br />Ground-based stations give lapse rateS whicl1 will differ
<br />from those inlhe free-aiJ-. A comparison of the IWO is clearly an
<br />imponalll exteDJion of tl1is work. In particular this will sllow
<br />whelher the hia:h-elevalion surf~ce cooling experienced i5 also a
<br />free-air phen<.lmenon.lf IllH this suggesls a reduction in the pl~-
<br />teau healini effeclofthehillh Rocky Mounlilins. wrnchwould
<br />require either increased sllOW cover, reduced insolalioll or in-
<br />creased cold ttir advection (higher willd speeds). This also I1lgh-
<br />lighuthe need for coherent study of other climalic elemenlS,
<br />especially wind speed, preclpitatinn (including snowfall). solar
<br />radiation inpul and cloud cover. Unforu.nately reliable dala are
<br />oot available foc very long periods. Precipilau<.In re<:nrding is
<br />probleflllltic at hillh elevations due 10 sheltering facl<.ln and lhe
<br />large &(DOunt of solid precipitation (Williams et a1.. 1998). Wind
<br />and solar radiati<.ln d.ala are only reeenlly available (since the
<br />1990s) and doudiness data is Ihe hardest to oblain. Snow cover
<br />data is also i'ill<:hy. 1be develOpmelll of lhe SNOTEL database
<br />(see the website; hnp;lIwww.wr"c.dri.edulsnotel) is interesting
<br />but at presenl rco;:ords are shon. A final limilation of the present
<br />an.a..Iysis is thercstriction 10 \he eaStern slope of the Front Range.
<br />Changes identified in this paper m~y nOt apply on Ilie weStern
<br />slope of Colorado and in other pans of the U.S.
<br />
<br />giSl at the Mounlilin Research Sl~tioll. who l1e1ped with data
<br />handling and &Ieally improved the manuscript. Michael Hart-
<br />man. the Long-Tenn Ecologi"aJ Research Dala Manager. helped
<br />with data manipul~uon and storage. I also thank: \he numer<.lus
<br />climalologists ,II the Mounlttin Rese:u-c11 Station over the years
<br />woo have slnlll8led agilinst advet"S<: comtitions to keep meleo-
<br />rological observalions gOillg. Sleven Muller kirtdly provided
<br />Figure l. Mark Losleben provided Figure 5. Other tigures were
<br />produced usinglhe stalistical package STATA (StalaCorp 1995).
<br />Pressure dala for c~lculalLon of synoptic indices was provided
<br />by Will Spangler al Lhe Nali<.lnal Center for Atmospheric Re-
<br />se:u-ch in Boulder. Clare Goodess ~t the Climallc Researcl1 Unit.
<br />University of EasI Angli~. advised on Ilie us<: of a1g0rilhmS in
<br />the synopti.;: claSSlficalion.1 also thank Roger Barry and Nolan
<br />Doesken forlheir helpful insights.
<br />
<br />References Cited
<br />
<br />Summary
<br />
<br />Barry, R. G., 1912; Climalic envir<.lnment of the Cast slope of
<br />the Coloraoo Front Range. U"i~usjry of Colorodo. IrlS/ifale of
<br />Arelic and Alpille Ruearch Occasional Papu. 3. 206 PI'
<br />Barry, R. G.. 1913: A climalological transect al<.lng lhe East
<br />Slope Qf the Front Rallge, Colorado. Arclic and Alp,ne Re.
<br />uarch. 5; 89_110.
<br />B=y, R. G., 1990: Chanlles ill mOUlllain climate and glacio-
<br />hydrological responses. Moumaln Reuarch anJ Developm",,'.
<br />10; 161-110.
<br />Barry. R. G., 1992; Mounlaill Weo/her and Climau. 2nd ed.
<br />London; Routledge. 402 Pl'.
<br />Barry, R. G., 1998: Personal commUllication. Cooperative Insli-
<br />tute for Research in EnviroJUllCIltaJ Sciences. University of
<br />Colorado. Boulder, CO 80202, U.S.A.
<br />Barry, R. G. and Perry. A. H., 1913: Synoplic Climalology:
<br />Merhods and Appl,calions. London; Methuen. 5H pp.
<br />Barry, R. G., Kiladis, G., and Bradley, R. S.. 1981: Synoptic
<br />climatology of the Western Uruted States in relation to climatic
<br />ft!K:tuations durina: the tWentieth cenrury. Journal of CUma.
<br />IOlogy. I: 91-113.
<br />Beniston, M. and Rebetez, M" 1996: RcgiOflal behavior of min-
<br />imum tempera.tures in Swiuerland for the period 1919-1993.
<br />Theorelical DM Applied CIiIllD!olog)l. 49: 135-159.
<br />Benistoo., M., Rebetez. M., Giorgi, E, and Marinucci. M. R.,
<br />1994: An ilI\II.Iysi$ of regional "limalC change in SwilZerland.
<br />Theonlical DiId Appli~d Clinullology. 53: 23l-244.
<br />Bettistoo., M., Diaz. H. E. and Bradley, R. S" 1991: Climatic
<br />chance II high elevation siles; an overview. ClimDlic Chanll~.
<br />36:253-279.
<br />Brown. T. J., Barry, R. 0" and Doesken, N. J.. 1992: An ell-
<br />ploralory study of temperature Ircnds for paired mountain-
<br />hiih plains slalions in Colorado. Procudi"g' <.Iflh~ Sixlh COl1-
<br />fertlllctl 011 Moumaill Meleorology. POri land. Oregon. 29
<br />Sepl-20<:tl992.
<br />Cleveland. W. S.. 1919: Robust locally weighted regression and
<br />smoothing scalleIplolS. J"urnal of Ihtl Amer;can SlaliSlical As.
<br />social;ol1.14:829--ll36.
<br />Diaz, H. F. and Bradley, R. S.. 1991: Temperature variallons
<br />during the last .;:entury ~I high elevalion Slles. Climalic
<br />Ch(l1lIl~. 36: 253-219.
<br />Diu. H. F. and Graham, N. E., 1996: Recenl changes in tropi"al
<br />frc:ez.lOg heighlSand!he role of sea-surface temperaDire. No..
<br />lur~. 383; 152-155.
<br />Doesken. N.. 1998; Personal Commulllcation. Assislant State
<br />Climatologisl, Colorado Climate Cenler, Departmenl of At-
<br />mospherie Scie~. Col<.lrado State Universily. Fori Collins.
<br />Colorado80523,U.S.A.
<br />Oarnell, M" Ine5On, P., and Adamson, J. K.. 1991: A long-term
<br />uplandtemperalUre record: No eVIdence forreeent wllnmng
<br />Wealhtlr. 52: 342-3SI.
<br />Giorgi. F. and Mearns, L. 0" 1991: Appro.aches to the simulation
<br />
<br />1lIe University of Colorado MOIInlain Resean:h Station aJ-
<br />tirudinal dimate data tran:;ect in the Front Range of the Rocky
<br />MOU.Dtains has been exlendcd lhrough e!llra"tion of additional
<br />"h.arI data for the lower sites Al and BI. This I1as allowed the
<br />development of homollenous Iemperarure records 011 a daily ba-
<br />sis from 1952-1997 indusive for all four stations (alooi with
<br />LonJIDDnt), after allowing for changes in inslrUffiCnlalion.
<br />TIle resulling daily lemperature series were analyzed for
<br />temporal .;:hanie, paying panicular allelltioll 10 altiludinal COm-
<br />par1$OO. Overall wamting is evidenl at the lower sites of Al and
<br />B1, aa increased diurnaJ lempcraturerange has developed at CI
<br />and absolule cooling hasocculTCd ill the alpine rundra site of
<br />DI, indicating suongersurface lapse rates i1t higher elevations.
<br />but weaker lapse rates al lower elevations. A sYllopticanalysis
<br />shows much of Ihe change to be unrelilted to changes ill synoptic
<br />lype. Chanies llR synoplically specific. concentrated upon days
<br />wilh ttirllows with weslerly components.
<br />Such trends conJlkt with findings in lhe Swiss Alps which
<br />5how amplified wanning 011 high e1evalions (Bellislon el 011..
<br />1994) but agree wllh some ~hanges i<.lentilied inn<.lnhwc.lern
<br />Europe including Lhe U.K. (Garnen el a1" 1991). The research
<br />should be expanded. using both Qlher surface tr:ulSeCts in the
<br />weSlem U.S. and radiosoode data from the reKion. to determine
<br />the represelllativenessofthecbangesidc:Dtified.
<br />
<br />Acknawledgmeats
<br />
<br />TIle research for this paper wa.s undenaken as a visiting
<br />scientist althe Institute of Arcti" and Alpin<: Research in Boul.
<br />der, hosted by Nel Caine and fuoded in part by a Fulbright
<br />S"holarship. Particular Ihanks go to Mark Loslebc:ll, cJimalolo-
<br />
<br />of regional climale change: A review. RtI~i"ws of Gtlopll.nics.
<br />29: 191-216.
<br />Giorgi. F., HurTell. J. W.. and Marinucci. M. R.. 1997: Elevation
<br />dependency of the surface clirmue ~ignJ.l: A model srudy.
<br />JoumDlofCIi",<lItI.lO; 288-296.
<br />Goodess. C. and Palutikof. J. P., 1998: Development of dail)j'
<br />rainfall scen.J./lOS for Southeast Spain IIsing a ~irculation-type
<br />appro.aeh 10 downscaling. Inrernalional Jo..mal of CIr",alol.
<br />ogy.10: 105l-1083.
<br />GoodeS$, C.. 1998: Personal Commullication. Climatic Research
<br />Unit. University of Easl Anglia. Norwich, NR4 1TJ. U.K.
<br />Gossell, W. S.. 1908: The probilble error of a mem. Bioll1t1lr1ku.
<br />6:1-25.
<br />Greenland, D.. Burbank, J., Key. J., Klinger. L.. Moorhouse. J..
<br />Oaks, S" lUId Shankman. D., 1995: The bioclimates <.If the
<br />Colorado ijrom RanKe. Moun/ai" Rl."uarch and Dtlvt:lopment.
<br />5:251-2&2.
<br />Greenland. D., 1981: 1be climate of Niwol Ridge. Univtlr$il)' of
<br />Colorado Long-Tt:nn Ecological RtlulJrch Du/u Report. 81n.
<br />51pp.
<br />Greenland. Do, 1999: The climate of Niwot Ridge. Frollt Range.
<br />Col<.lrado, U.S.A. Arelic und Alpintl Reuarch. 21; 3g0-391
<br />Houa:hlon, J. T" Jenkins. G. 1.. and Ephraums, J. J. {eds.). 1990
<br />Climalt: Clumge--The /PCC Scientific Assusmenl. Cam-
<br />bridge: Cambridge University Press. 365 pp.
<br />Houghton. J. To, Meirll Filho. L. G., Callander. B. A., Harris. N.,
<br />Kaltenberg. A. and Maskell. K. (eds.), 1995: CiimlJ/tI CJ,onge
<br />1995.. The Scit:nct of Climale CJWIIIlt:; Contribullon of work.
<br />ina: group It<.l the second assessment tepo'n of lhe Intergov-
<br />ernmenlal Panel On Climate Change. Cambridge: Cambridge
<br />University Press. 5721'1"
<br />Ingersoll. R. C.. Seastedt. T. R., and Hartman, M. A.. 1997; A
<br />model infonnilli<.ln management system for e"ological re.
<br />sear<;h. BioScit:nc~. 41: 310-316
<br />Jenkinson. A. F. and Collison. P., 1911: An Ini/iul Clim.J/ology
<br />of GtJ/u over Ihtl Norrh St:u. Synoptic Climalology Branch
<br />Memorandum No. 62, MeleQC01<.lgi.;:al Office, L<.Indon. 18 pp.
<br />Jones. P. D.. Hulme, M.. and Briffa, K. R.. 1993: A comparison
<br />of Lamb cU"Culatioo types with an objeetive "lassifica.lion
<br />scheme. Inlt:rnalioruJl Journal of ClimtJwlogy. 13: 655-663.
<br />Karl. T. R.. Kulr.la, G., and Gavin. J., 1984: Oc=:asina: diurnal
<br />temperature range in the Uniled SlaleS and Canada from 1941
<br />tluough 1990. Journol of ClimDle and Applied Melt:orolog)'.
<br />23: 1489-1504
<br />Lamb. H. H.. 1972: Brilish lsles We<lfhtr Typl."S and a Regislt:r
<br />of Daily St:qutlnce of Circulalion Pall~ms. /86J-J97J. Geo-
<br />physical Memoir 116. H.M.S.O., London. g5 pp.
<br />Losleben, M. L.. 1983: Clin,,"owgio:al Daw from Niwol Ridgt:.
<br />E=f Sloptl. FrOllr Rallge. Colorado, 1970-J982. Institute of
<br />Arcti" and Alpine Research Data Repol1. Long-Tenn Ecolog.
<br />ical Research Prosram. DR-831l0.
<br />Losleben. M. L., 1996: Analysis of four decades of high eleva-
<br />tion climale dala. In hailCS, C. M. and Tharp. V. L. (eds.).
<br />Proceedings oflhe Twt:lJlh A....ual Pacific Clim<lu (PACUMI
<br />Worlc.shop. May 2-5. /995. Interagency Ecologlc~1 Program.
<br />Technical Repol1 46. CalifornIa Department of WOller Resourc.
<br />'",
<br />Losleben. M. L.. 1991: An unC<.lmmon perio<.l <.If cold lUId ~hange
<br />of lapse rale in the Rocky Mountains of Colorado and Wyo.
<br />ming. III Isaacs. C. M. an<! Tharp. V. L. (eds.), Procudings of
<br />Ih~ Thirrunth Annual Pacific CUmale (PACUM) W<.Irkshop.
<br />April J5-18, 1996. Imeragency Ecological Program. Te~hnical
<br />Report 53. California Department of WOller Resour"es.
<br />Loslebc:ll. M. L.. 1998; Personal communi"alion. Universily of
<br />Colorado, Moumain Researcl1 Station. 818 Coumy Road, 116.
<br />Nederland, C<llorado 80466. U.S.A.
<br />Marr. J. W.. 1967; Dala on Mounlain Environmellls t: From
<br />Ranie. Colorado. Sixteen Sites, 1952-1953. Uni~trsil)' of Col-
<br />orado Sludies Strits ill Biology. 21. llO pp.
<br />M~, J. W., Johnson, A. W., Osburn. W S., and Knorr. O. A..
<br />
<br />,
<br />
<br />N. PEPlN/145
<br />
|