Surface-Based Remote Sensing of the Atmospheric Boundary Layer ATMOSPHERICANDOCEANOGRAPHICSCIENCESLIBRARY Volume40 Editors LawrenceA.Mysak,DepartmentofAtmosphericandOceanographicSciences, McGillUniversity,Montreal,Canada KevinHamilton,InternationalPacificResearchCenter,UniversityofHawaii,Honolulu, HI,U.S.A. EditorialAdvisoryBoard A.Berger UniversitéCatholique,Louvain,Belgium J.R.Garratt CSIRO,Aspendale,Victoria,Australia J.Hansen MIT,Cambridge,MA,U.S.A. M.Hantel UniversitätWien,Austria H.Kelder KNMI(RoyalNetherlandsMeteorologicalInstitute), DeBilt,TheNetherlands T.N.Krishnamurti TheFloridaStateUniversity,Tallahassee,FL,U.S.A. P.Lemke AlfredWegenerInstituteforPolarandMarineResearch, Bremerhaven,Germany A.Robock RutgersUniversity,NewBrunswick,NJ,U.S.A. S.H.Schneider† StanfordUniversity,CA,U.S.A. G.E.Swaters UniversityofAlberta,Edmonton,Canada J.C.Wyngaard PennsylvaniaStateUniversity,UniversityPark,PA,U.S.A. Forfurthervolumes: http://www.springer.com/series/5669 Stefan Emeis Surface-Based Remote Sensing of the Atmospheric Boundary Layer 123 Dr.StefanEmeis KarlsruheInstituteofTechnology InstituteforMeteorologyandClimate Research–AtmosphericEnvironmental Research(IMK-IFU) Garmisch-Partenkirchen Germany [email protected] ISSN1383-8601 ISBN978-90-481-9339-4 e-ISBN978-90-481-9340-0 DOI10.1007/978-90-481-9340-0 SpringerDordrechtHeidelbergLondonNewYork LibraryofCongressControlNumber:2010933507 ©SpringerScience+BusinessMediaB.V.2011 Nopartofthisworkmaybereproduced,storedinaretrievalsystem,ortransmittedinanyformorby anymeans,electronic,mechanical,photocopying,microfilming,recordingorotherwise,withoutwritten permissionfromthePublisher,withtheexceptionofanymaterialsuppliedspecificallyforthepurpose ofbeingenteredandexecutedonacomputersystem,forexclusiveusebythepurchaserofthework. Coverillustration:Wave@2009JupiterImagesCorporation Printedonacid-freepaper SpringerispartofSpringerScience+BusinessMedia(www.springer.com) Preface There exist several good books on the atmospheric boundary layer (ABL) from a theoretical or fluid dynamics point of view starting with Stull’s book from 1988. A very recent example (although in the German language) is Kraus’ book GrundlagenderGrenzschicht-Meteorologie,whichwasjustpublishedbySpringer in2008.BookswhichconcentrateonexperimentalABLresearcharelessfrequent. MostexperimentalABLresearchhasbeenmadesofarbysurface-basedinsitu experimentation (tower measurements up to a few hundred metres, surface energy balancemeasurements,shortaircraftexperiments,shortexperimentswithtethered balloons, constant-level balloons, evaluation of radiosonde data). A good book on experimentalsurface-basedinsituABLresearchisthebookMicrometeorologyby Foken(2008),whichconcentratesonsurfacefluxmeasurements. Although the surface fluxes are one of the main driving factors for the daily variation of the ABL, an ABL description is only complete if its complete verti- calstructureisanalysedanddetermined.Satelliteinformationisavailablecovering largeareas,butithasonlylimitedtemporalresolutionandlackssufficientvertical resolution.Therefore,surface-basedremotesensingisprobablytheonlypossibility toenlargethedatabaseforABLstudies,asitoffersnearlycontinuousandvertically highlyresolvedinformationforspecificsitesofinterest. Amodernmonographonthistopicisnotknownsofar.ThereisonlyLenschow’s ProbingtheAtmosphericBoundaryLayerfrom1986.Booksongeneralmeteorolog- icalmeasurementmethodslikethosebyBrockandRichardson(2001),Strangeways (2003), or Emeis (2010) are designed to give a general overview of measurement techniques. The first two of these even devote only a few pages on ground-based remotesensingatall. Therefore, up to now, a standard reference for ground-based remote sensing of theABListhereviewpaperon“Surface-BasedRemoteSensingoftheAtmospheric BoundaryLayer”byWilczaketal.(1996)honouringthe25thanniversaryofthesci- entific journal “Boundary-Layer Meteorology”. A lot of progress has been made since the appearance of this review paper. Micro rain RADARs and the use of ceilometersforABLprofilingarecompletelynewinABLresearchandarenotmen- tionedatallinWilczaketal.’spaper.ThesamereferstomodernsmallwindLIDARs for wind energy applications. ABL flux profile measurements, RASS techniques, v vi Preface andmixing-layerheightdeterminationarementionedinWilczak’sreview,butwere at their infancy at that time. Considerable enhancements have been obtained since then. This development of ground-based remote-sensing instrumentation in turn has revitalized the interest in boundary layer meteorology. Modern active and passive soundersallowformonitoringthewholedepthoftheboundarylayer.Theprocess- ing of this data partly needs advanced descriptions of the boundary layer, which could not be derived from pure surface layer probing. This above sketched devel- opment justifies a monograph on ground-based remote sensing of the atmospheric boundarylayer. Partofthematerialgatheredinthisbookhasbeencollectedwhenpreparingthe author’slecturesonmodernmeteorologicalmeasurementmethodsattheUniversity of Cologne and at a summer school at Risø National Laboratory (part of DTU, Denmark) on “Remote sensing for Wind Energy”. Some other parts are based on various peer-reviewed papers on ground-based remote sensing by the author, or those to which he contributed major parts. I am very grateful to Michael Hantel as member of the Editorial Board of this book series for bringing my attention to thisplatformforscientificcommunication.Followinghissuggestion,Ireadthrough alargeramountofrecentscientificpapersandtriedtowriteanupdateonthepresent stateofground-basedremotesensingoftheABL.Ihopethatpractitionersandsci- entistswillbenefitfromthecollectedmaterialinthisbook.Ithankthepublisherfor theinterestinthisimportantsubjectofcurrentmeteorologicalresearchandforthe supportandencouragementduringtheproductionofthebook. Garmisch-Partenkirchen,Germany StefanEmeis References BrockFV,RichardsonSJ(2001)MeteorologicalMeasurementSystems.OxfordUniversityPress, Oxford,290pp. EmeisS(2010)MeasurementMethodsinAtmosphericSciences–InsituandRemote.Borntraeger, Stuttgart,257pp. FokenT(2008)Micrometeorology.Springer,NewYork KrausH(2008)GrundlagenderGrenzschicht-Meteorologie.Springer,NewYork LenschowD(1986)ProbingtheAtmosphericBoundaryLayer.AmericanMeteorologicalSociety, Boston,MA,269pp. Strangeways I (2003) Measuring the Natural Environment, second edn. Cambridge University Press,Cambridge,534pp. StullRB(1988)AnIntroductiontoBoundaryLayerMeteorology.Kluwer,Dordrecht WilczakJM,GossardEE,NeffWD,EberhardWL(1996)Ground-basedremotesensingofthe atmosphericboundarylayer:25yearsofprogress.Bound-LayMeteor78:321–349 Contents 1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 1.1 TheBeginningsofBoundaryLayerResearch . . . . . . . . . . . 1 1.2 ShortHistoryofUpper-AirMeasurements . . . . . . . . . . . . 2 1.3 TheBeginningofGround-BasedRemoteSensing . . . . . . . . 5 1.4 TheScopeofThisBook . . . . . . . . . . . . . . . . . . . . . . 7 References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8 2 Analytical Description and Vertical Structure of the AtmosphericBoundaryLayer . . . . . . . . . . . . . . . . . . . . . 9 2.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9 2.2 ABLOverFlatTerrain . . . . . . . . . . . . . . . . . . . . . . . 10 2.2.1 Neutral(Dynamical)BoundaryLayer . . . . . . . . . . . 11 2.2.2 ConvectiveBoundaryLayer . . . . . . . . . . . . . . . . 17 2.2.3 StableBoundaryLayer . . . . . . . . . . . . . . . . . . 20 2.3 UrbanBoundaryLayers . . . . . . . . . . . . . . . . . . . . . . 21 2.4 ForestBoundaryLayers . . . . . . . . . . . . . . . . . . . . . . 23 2.5 MarineBoundaryLayers . . . . . . . . . . . . . . . . . . . . . 24 2.5.1 Land–SeaWindSystem . . . . . . . . . . . . . . . . . . 27 2.6 MountainousTerrain . . . . . . . . . . . . . . . . . . . . . . . . 28 References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 30 3 BasicPrinciplesofSurface-BasedRemoteSensing . . . . . . . . . . 33 3.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . 33 3.2 RADAR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 36 3.2.1 Windprofiler . . . . . . . . . . . . . . . . . . . . . . . . 40 3.2.2 MicroRainRADAR . . . . . . . . . . . . . . . . . . . . 41 3.3 SODAR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 42 3.3.1 SNODAR . . . . . . . . . . . . . . . . . . . . . . . . . 46 3.4 RASS . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 46 3.4.1 Bragg-(Windprofiler)RASS . . . . . . . . . . . . . . . . 46 3.4.2 Doppler-(SODAR)RASS . . . . . . . . . . . . . . . . . 47 3.5 LIDAR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 49 3.5.1 Backscatter(Aerosol)LIDAR . . . . . . . . . . . . . . . 51 vii viii Contents 3.5.2 DifferentialAbsorptionLIDAR . . . . . . . . . . . . . . 52 3.5.3 Raman-LIDAR . . . . . . . . . . . . . . . . . . . . . . . 53 3.5.4 DopplerWindLIDAR . . . . . . . . . . . . . . . . . . . 55 3.5.5 OtherOpticalFlowMeasurementTechniques. . . . . . . 59 3.6 Radiometers . . . . . . . . . . . . . . . . . . . . . . . . . . . . 59 3.6.1 InfraredInterferometer. . . . . . . . . . . . . . . . . . . 61 3.7 FTIR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 62 3.8 DOAS . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 63 3.9 Scintillometry . . . . . . . . . . . . . . . . . . . . . . . . . . . 64 3.10 Tomography . . . . . . . . . . . . . . . . . . . . . . . . . . . . 66 References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 67 4 Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 73 4.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . 73 4.2 VerticalLayeringoftheABL . . . . . . . . . . . . . . . . . . . 73 4.2.1 MixingLayerHeight. . . . . . . . . . . . . . . . . . . . 74 4.2.2 BoundaryLayerHeight . . . . . . . . . . . . . . . . . . 91 4.2.3 CloudsandCloudBaseHeight . . . . . . . . . . . . . . 92 4.3 VerticalProfilesofAtmosphericVariables . . . . . . . . . . . . 93 4.3.1 WindandTurbulence . . . . . . . . . . . . . . . . . . . 94 4.3.2 Temperature . . . . . . . . . . . . . . . . . . . . . . . . 104 4.3.3 Humidity,Water,andIce . . . . . . . . . . . . . . . . . 109 4.3.4 TraceSubstances . . . . . . . . . . . . . . . . . . . . . . 114 4.4 VerticalFluxProfiles. . . . . . . . . . . . . . . . . . . . . . . . 118 4.4.1 MomentumFlux . . . . . . . . . . . . . . . . . . . . . . 121 4.4.2 HeatFlux. . . . . . . . . . . . . . . . . . . . . . . . . . 125 4.4.3 HumidityorWaterVapourFlux . . . . . . . . . . . . . . 127 4.5 RegionalandLocalFlowSystems . . . . . . . . . . . . . . . . . 128 4.5.1 Low-LevelJets . . . . . . . . . . . . . . . . . . . . . . . 128 4.5.2 GustFrontsandColdAirOutflows . . . . . . . . . . . . 130 4.5.3 LandandSeaBreeze. . . . . . . . . . . . . . . . . . . . 131 4.5.4 Flow in Mountainous Terrain, Valley, and MountainBreeze . . . . . . . . . . . . . . . . . . . . . . 132 4.5.5 DrainageandKatabaticFlows . . . . . . . . . . . . . . . 135 4.6 Conclusions on the Applicability of Ground-Based RemoteSensingforABLResearchandMonitoring . . . . . . . 137 References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 138 5 Outlook . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 149 5.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . 149 5.2 TechnologicalAdvancements . . . . . . . . . . . . . . . . . . . 149 5.3 ApplicationNeeds . . . . . . . . . . . . . . . . . . . . . . . . . 150 References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 152 Contents ix Appendix . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 155 A.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . 155 A.2 NameandScope . . . . . . . . . . . . . . . . . . . . . . . . . . 155 A.3 TheSeriesofConferences . . . . . . . . . . . . . . . . . . . . . 156 Reference . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 157 Glossary . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 159 References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 167 NameIndex . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 169 SubjectIndex . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 171