\bibitem[{Berner \emph{et~al.}(2009)Berner, Shutts, Leutbecher and
Palmer}]{BernerEtAlJAS2009}
Berner J, Shutts GJ, Leutbecher M, Palmer TN. 2009. A spectral stochastic
kinetic energy backscatter scheme and its impact on flow-dependent
predictability in the ecmwf ensemble prediction system. \emph{J. Atmos. Sci.}
\textbf{66}: 603--626.
\bibitem[{Browning \emph{et~al.}(2007)Browning, Blyth, Clark, Corsmeier,
Morcrette, Agnew, Ballard, Bamber, Barthlott, Bennett, Beswick, Bitter,
Bozier, Brooks, Collier, Davies, Deny, Dixon, Feuerle, Forbes, Gaffard, Gray,
Hankers, Hewison, Kalthoff, Khodayar, Kohler, Kottmeier, Kraut, Kunz, Ladd,
Lean, Lenfant, Li, Marsham, McGregor, Mobbs, Nicol, Norton, Parker, Perry,
Ramatschi, Ricketts, Roberts, Russell, Schulz, Slack, Vaughan, Waight,
Watson, Webb, Wareing and Wieser}]{BrowingEtAlBAMS2007}
Browning KA, Blyth AM, Clark PA, Corsmeier U, Morcrette C, Agnew JL, Ballard
SP, Bamber D, Barthlott C, Bennett LJ, Beswick KM, Bitter M, Bozier KE,
Brooks BJ, Collier CG, Davies F, Deny B, Dixon MA, Feuerle T, Forbes RM,
Gaffard C, Gray MD, Hankers R, Hewison TJ, Kalthoff N, Khodayar S, Kohler M,
Kottmeier C, Kraut S, Kunz M, Ladd DN, Lean HW, Lenfant J, Li Z, Marsham J,
McGregor J, Mobbs SD, Nicol J, Norton E, Parker DJ, Perry F, Ramatschi M,
Ricketts HMA, Roberts NM, Russell A, Schulz H, Slack EC, Vaughan G, Waight J,
Watson RJ, Webb AR, Wareing DP, Wieser A. 2007. The {C}onvective {S}torms
{I}nitiation {P}roject. \emph{Bull. Amer. Meteor. Soc.} \textbf{88}:
1939--1955.
\bibitem[{Browning and Morcrette(2006)}]{BrowingAndMorcretteTech2006}
Browning KA, Morcrette CJ. 2006. A summary of the {C}onvective {S}torm
{I}nitiation {P}roject {I}ntensive {O}bservation {P}eriods. Technical Report
474, MetOffice R\&{}D,
\urlprefix\url{http://www.metoffice.gov.uk/research/nwp/\\publications/paper%
s/technical\_reports/\\index.html}.
\bibitem[{Bryan \emph{et~al.}(2003)Bryan, Wyngaard and
Fritsch}]{bryan_et_al_03}
Bryan GH, Wyngaard J, Fritsch J. 2003. {Resolution requirements for the
simulation of deep moist convection}. \emph{Mon. Wea. Rev.} \textbf{131}:
2394--2416.
\bibitem[{Chagnon and Bannon(2005)}]{ChagnonAndBannonJAS2005a}
Chagnon JM, Bannon PR. 2005. Wave response during hydrostatic and geostrophic
adjustment. {P}art {I}: {T}ransient dynamics. \emph{J. Atmos. Sci.}
\textbf{62}: 1311--1329.
\bibitem[{Clark and Lean(2006)}]{ClarkAndLeanTech2006}
Clark PA, Lean HW. 2006. An overview of high resolution {UM} performance for
{CSIP} cases. Technical Report 478, MetOffice R\&{}D,
\urlprefix\url{http://www.metoffice.gov.uk/research/nwp/\\publications/paper%
s/technical\_reports/\\index.html}.
\bibitem[{Collier(2006)}]{CollierQJRMS2006}
Collier CG. 2006. Flash flood forecasting: What are the limits of
predictability? \emph{Q. J. R. Meteorol. Soc.} \textbf{133}: 3--23.
\bibitem[{Crook(1996)}]{Crook1996MWR}
Crook NA. 1996. Sensitivity of moist convection forced by boundary layer
processes to low-level thermodynamic fields. \emph{Mon. Wea. Rev.}
\textbf{124}: 1767--1785.
\bibitem[{Davies \emph{et~al.}(2005)Davies, Cullen, Malcolm, Mawson,
Staniforth, White and Wood}]{DaviesEtAlQJRMS2005}
Davies T, Cullen MJP, Malcolm AJ, Mawson MH, Staniforth A, White AA, Wood N.
2005. A new dynamical core for the {M}et {O}ffice's global and regional
modelling of the atmosphere. \emph{Q. J. R. Meteorol. Soc.} \textbf{131}:
1759--1782.
\bibitem[{Done \emph{et~al.}(2008)Done, Graig, Gray and
Clark}]{DoneEtAlQJRMS2008}
Done JM, Graig GC, Gray SL, Clark PA. 2008. Case-to-case variability of
predictability of deep convection in a mesoscale model. \emph{Q. J. R.
Meteorol. Soc.} \textbf{submitted}.
\bibitem[{Ebisuzaki and Kalnay(1991)}]{EbisuzakiAndKalnay1991}
Ebisuzaki W, Kalnay E. 1991. Ensemble experiments with a new lagged analysis
forecasting scheme. {R}esearch activities in atmospheric and oceanic
modeling. Technical Report~15, WMO.
\bibitem[{Edwards and Slingo(1996)}]{EdwardsAndSlingo1996QJ}
Edwards J, Slingo A. 1996. Studies with a flexible new radiation code. {P}art
{I}: Choosing a configuration for a large-scale model. \emph{Q. J. R.
Meteorol. Soc.} \textbf{122}: 689--719.
\bibitem[{Essery \emph{et~al.}(2001)Essery, Best and
Cox}]{EsseryEtAl2001Hadley}
Essery R, Best M, Cox P. 2001. {MOSES} 2.2 {T}echnical {D}ocumentation.
Technical Report~30, Hadley Centre,
\urlprefix\url{http://www.metoffice.gov.uk/research/\\hadleycentre/pubs/HCTN%
/index.html}.
\bibitem[{Fabry(2006)}]{Fabry2006MWR}
Fabry F. 2006. The spatial variability of moisture in the boundary layer and
its effect on convection initiation: {P}roject-long characterization.
\emph{Mon. Wea. Rev.} \textbf{134}: 79--91.
\bibitem[{Garratt(1992)}]{Garratt1992}
Garratt JR. 1992. \emph{{The atmospheric boundary layer}}. Cambridge University
Press. Pp. 316.
\bibitem[{Gebhardt \emph{et~al.}(2009)Gebhardt, Theis, Paulat and
Bouallegue}]{GebhardtEtAlAtmRes2009}
Gebhardt C, Theis SE, Paulat M, Bouallegue ZB. 2009. Uncertainties in cosmo-de
precipitation forecasts introduced by model perturbation and variations of
later boundaries. \emph{Atmos. Res.} \textbf{submitted}.
\bibitem[{Grabowski \emph{et~al.}(2006)Grabowski, Bechtold, Cheng, Forbes,
Halliwell, Khairoutdinov, Lang, Nasuno, Petch, Tao, Wong, Wu and
Xu}]{GrabowskiEtAl2006QJRMS}
Grabowski WW, Bechtold P, Cheng A, Forbes R, Halliwell C, Khairoutdinov M, Lang
S, Nasuno T, Petch J, Tao WK, Wong R, Wu X, Xu KM. 2006. {Daytime convective
development over land: A model intercomparison based on LBA observations}.
\emph{Q. J. R. Meteorol. Soc.} \textbf{132}: 317--344.
\bibitem[{Gregory and Rowntree(1990)}]{GregoryAndRowntree1990MWR}
Gregory D, Rowntree PR. 1990. A mass flux convection scheme with representation
of cloud ensemble characteristics and stability-dependent closure. \emph{Mon.
Wea. Rev.} \textbf{118}: 1483--1506.
\bibitem[{Hand \emph{et~al.}(2004)Hand, Fox and Collier}]{HandEtAlMetApp2004}
Hand WH, Fox NI, Collier CG. 2004. A study of the twentieth-century extreme
rainfall events in the {U}nited {K}ingdom with implications for forecasting.
\emph{Meteorol. Appl.} \textbf{11}: 15--31.
\bibitem[{Hohenegger \emph{et~al.}(2008{\natexlab{a}})Hohenegger, Luthi and
Schar}]{HoheneggerEtAlMWR2008}
Hohenegger C, Luthi D, Schar C. 2008{\natexlab{a}}. Predictability mysteries in
cloud-resolving models. \emph{Mon. Wea. Rev.} \textbf{134}: 2095--2107.
\bibitem[{Hohenegger and
Schar(2007{\natexlab{a}})}]{HoheneggerAndScharBAMS2007}
Hohenegger C, Schar C. 2007{\natexlab{a}}. Atmospheric predictability at
synoptic versus cloud-resolving scales. \emph{Bull. Amer. Meteor. Soc.}
\textbf{88}: 1783--1793.
\bibitem[{Hohenegger and Schar(2007{\natexlab{b}})}]{HoheneggerAndScharJAS2007}
Hohenegger C, Schar C. 2007{\natexlab{b}}. Predictability and error growth
dynamics in cloud-resolving models. \emph{J. Atmos. Sci.} \textbf{64}:
4467--4478.
\bibitem[{Hohenegger \emph{et~al.}(2008{\natexlab{b}})Hohenegger, Walser,
Langhans and Schar}]{HoheneggerEtAlQJRMS2008}
Hohenegger C, Walser A, Langhans W, Schar C. 2008{\natexlab{b}}.
Cloud-resolving ensemble simulations of the {A}ugust 2005 {A}lpine flood.
\emph{Q. J. R. Meteorol. Soc.} \textbf{134}: 889--904.
\bibitem[{Kong \emph{et~al.}(2006)Kong, Droegemeier and
Hickmon}]{KongEtAlMWR2006}
Kong F, Droegemeier KK, Hickmon NL. 2006. Multiresolution ensemble forecasts of
and observed tornadic thunderstorm system. {P}art {I}: Comparison of coarse-
and fine-grid experiments. \emph{Mon. Wea. Rev.} \textbf{134}: 807--833.
\bibitem[{Kong \emph{et~al.}(2007)Kong, Droegemeier and
Hickmon}]{KongEtAlMWR2007}
Kong F, Droegemeier KK, Hickmon NL. 2007. Multiresolution ensemble forecasts of
and observed tornadic thunderstorm system. {P}art {II}: Storm scale
experiments. \emph{Mon. Wea. Rev.} \textbf{135}: 759--782.
\bibitem[{Lean \emph{et~al.}(2005)Lean, Ballard, Clark, Dixon, Li and
Roberts}]{LeanEtAlTech2005}
Lean HW, Ballard SP, Clark PA, Dixon MA, Li Z, Roberts NM. 2005. The summer
2004 reruns with the {H}igh {R}esolution {T}rial {M}odel. Technical Report
466, MetOffice R\&{}D,
\urlprefix\url{http://www.metoffice.gov.uk/research/nwp/\\publications/paper%
s/technical\_reports/\\index.html}.
\bibitem[{Lean \emph{et~al.}(2008)Lean, Clark, Dixon, Roberts, Fitch, Forbes
and Halliwell}]{Leanetal2008}
Lean HW, Clark PA, Dixon M, Roberts NM, Fitch A, Forbes R, Halliwell C. 2008.
Characteristics of high-resolution versions of the {M}et {O}ffice {U}nified
{M}odel for forecasting convection over the {U}nited {K}ingdom. \emph{Mon.
Wea. Rev.} \textbf{136}: 3408--3424.
\bibitem[{Lean(2006)}]{Lean2006}
Lean PW. 2006. {The predictability of convective storms over the ocean}. Phd
thesis, Department of Meteorology, University of Reading, UK.
\bibitem[{Lindzen and Blake(1972)}]{LindzenAndBlakeJGR1972}
Lindzen RS, Blake D. 1972. Lamb waves in the presence of realistic
distributions of temperature and dissipation. \emph{J. Geophys. Res.}
\textbf{77}(12): 2166--2176.
\bibitem[{Lock \emph{et~al.}(2000)Lock, Brown, Bush, Martin and
Smith}]{LockEtAlMWR2000}
Lock AP, Brown AR, Bush MR, Martin GM, Smith RNB. 2000. A new boundary layer
mixing scheme. {P}art {I}: {S}cheme description and single-column model
tests. \emph{Mon. Wea. Rev.} \textbf{128}: 3187--3199.
\bibitem[{Molteni \emph{et~al.}(2001)Molteni, Buizza, Marisgli, Montani,
Nerozzi and Paccagnella}]{MolteniEtAlQJ2001}
Molteni F, Buizza R, Marisgli C, Montani A, Nerozzi F, Paccagnella T. 2001. {A
strategy for high-resolution ensemble prediction. I: Definition of
representative members and global-model experiments}. \emph{Q. J. R.
Meteorol. Soc.} \textbf{121}: 2069--2094.
\bibitem[{Nicholls and Pielke(2000)}]{NichollsAndPielkeJAS2000}
Nicholls ME, Pielke RA. 2000. Thermally induced compression waves and gravity
waves generated by convective storms. \emph{J. Atmos. Sci.} \textbf{57}:
3251--3271.
\bibitem[{Nieuwstadt and Brost(1986)}]{NieuwstadtAndBrost1986JAS}
Nieuwstadt FTM, Brost RA. 1986. The decay of convective turbulence. \emph{J.
Atmos. Sci.} \textbf{43}: 532--546.
\bibitem[{Plant(2008)}]{tracking}
Plant RS. 2008. Statistical properties of cloud life cycles in cloud-resolving
models. \emph{Atmos. Chem. Phys. Discuss.} \textbf{8}: 20\,537--20\,564.
\bibitem[{Roberts(2003)}]{RobertsTech2003}
Roberts NM. 2003. Stage 2 report form the storm-scale numerical modelling
project. Technical Report 407, MetOffice R\&{}D,
\urlprefix\url{http://www.metoffice.gov.uk/research/nwp/\\publications/paper%
s/technical\_reports/\\index.html}.
\bibitem[{Roberts and Lean(2008)}]{RobertsAndLean2008MWR}
Roberts NM, Lean HW. 2008. Scale-selective verification of rainfall
accumulations from high-resolution forecasts of convective events. \emph{Mon.
Wea. Rev.} \textbf{136}: 78--97.
\bibitem[{Robinson \emph{et~al.}(2008)Robinson, Sherwood and
Li}]{RobinsonEtAlJAS2008}
Robinson FJ, Sherwood SC, Li Y. 2008. Resonant response of deep convection to
surface hot spots. \emph{J. Atmos. Sci.} \textbf{65}: 276--286.
\bibitem[{Shutts(2005)}]{ShuttsQJRMS2005}
Shutts GJ. 2005. A kinetic energy backscatter algorithm for use in ensemble
prediction systems. \emph{Q. J. R. Meteorol. Soc.} \textbf{612}: 3079--3102.
\bibitem[{Snyder and Zhang(2003)}]{SnyderAndZhangMWR2003}
Snyder C, Zhang F. 2003. {Assimilation of simulated Doppler radar observations
with an ensemble Kalman filter}. \emph{Mon. Wea. Rev.} \textbf{131}:
1663--1677.
\bibitem[{Stull(1988)}]{Stull1988}
Stull RB. 1988. \emph{{An introduction to boundary layer meteorology}}. Kluwer
Academic Publishers, first edn. Pp. 670.
\bibitem[{Walser \emph{et~al.}(2004)Walser, Luth and Schar}]{WalserEtAlMWR2004}
Walser A, Luth D, Schar C. 2004. Predictability of precipitation in a
cloud-resolving model. \emph{Mon. Wea. Rev.} \textbf{132}: 560--577.
\bibitem[{Weinbrecht and Mason(2008)}]{WeinbrechtMason2008}
Weinbrecht S, Mason PJ. 2008. Stochastic backscatter for cloud-resolving
models. {P}art {I}: {I}mplementation and testing in a dry convective boundary
layer. \emph{J. Atmos. Sci.} \textbf{65}: 123--139.
\bibitem[{Weisman \emph{et~al.}(2008)Weisman, Davis, Wang, Manning and
Klemp}]{WeismanEtAlWAF2008}
Weisman ML, Davis C, Wang W, Manning KW, Klemp JB. 2008. Experiences with
0-36-h explicit convective forecasts with the {WRF-ARW} model. \emph{Wea.
Forecasting} \textbf{23}: 407--437.
\bibitem[{Wilson and Ballard(1999)}]{WilsonAndBallardQJ1999}
Wilson DR, Ballard SP. 1999. A microphysically based precipitation scheme for
the {UK} {M}eteorological {O}ffice {U}nified {M}odel. \emph{Q. J. R.
Meteorol. Soc.} \textbf{125}: 1607--1636.
\bibitem[{Zhang \emph{et~al.}(2003)Zhang, Snyder and
Rotunno}]{ZhangEtAlJAS2003}
Zhang F, Snyder C, Rotunno R. 2003. Effects of moist convection on mesoscale
predictability. \emph{J. Atmos. Sci.} \textbf{60}: 1173--1185.