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Geophysical Monograph Series Including IUGG Volumes MauriceE wingV olumes Mineral Physics Geophysical Monograph Series 126 The Oceansa nd RapidC limateC hange:P ast,P resent, 146 The ExtremeP roterozoicG: eologyG, eochemistry, and FutureD an SeidovB, erndJ . Haupt,a nd Mark and ClimateG regoryS .J enkinsM, arkA . S. Maslin (Eds.) McMenaminC, hristophePr. M cKa)(cid:127)a nd LindaS ohl 127 Gas Transfera t Water SurfacesM . A. Donelan, W. M. (Eds.) Drennan, E. S. Saltzman,a nd R. Wanninkhof( Eds.) 147 Earth'sC limate'T he Ocean-AtmosphereIn teraction 128 HawaiianV olcanoesD: eep UnderwaterP erspectives ChuzaiW ang,S hang-PinXgi e, andJ amesA . Carton EiichiT akahashPi,e terW . LipmanM, ichaelO . Garcia, (Eds.) JiroN aka,a nd ShigeoA ramaki( Eds.) 148 Mid-OceanR idgesH: ydrothermaIln teractions 129 EnvironmentaMl echanicsW' ater,M assa nd Energy Betweent he Lithospherea nd OceansC hristopheRr. Transferi n the BiosphereP eterA .C. RaatsD, avid GermanJ, ianL in,a nd LindsaMy . Parson(E ds.) Smiles,a nd Arthur W. Warrick (Eds.) 149 Continent-Ocean Interactions Within East Asian 130 Atmosphereisn the SolarS ystemC: omparative MarginalS easP eterC lift,W olfgangK uhnt,P inxian AeronomyM ichaelM endillo,A ndrewN ag)(cid:127)a ndJ . H. Wang,a nd DennisH ayes( Eds.) Waite (Eds.) 150 The Stateo f the Planet:F rontiersa nd Challengesin 131 The OstracodaA: pplicationsin QuaternaryR esearch GeophysicsR obertS tephenJ ohnS parks Jonathan A. Holmes and Allan R. Chivas (Eds.) and ChristopheJro hnH awkesworth(E ds.) 132 Mountain Buildingi n the UralidesP angeat o the 151 The Cenzoic Southern Ocean' Tectonics, PresentD ennisB rown,C hristopheJru hlin,a nd Victor Sedimentationa, nd ClimateC hangeB etween Puchkov (Eds.) Australia and Antarctica Neville Exon,J amesP . Kennett,a nd Mitchell Malone (Eds.) 133 Earth'sL ow-LatitudeB oundaryL ayerP atrickT . Newell and TerryO nsage( Eds.) 152 Sea Salt Aerosol Production' Mechanisms,M ethods, Measurements, and Models Ernie R. Lewisa nd 134 The North AtlanticO scillation:C limaticS ignificance StephenE . Schwartz and EnvironmentaIlm pactJ amesW . Hurrell,Y ochanan Kushnir,G eir Ottersen,a nd Martin Visbeck( Eds.) 153 Ecosystemasn d LandU seC hangeR uthS . DeFries, GregoryP .A nser,a nd RichardA . Houghton( Eds.) 135 Predictionin GeomorphologyP eterR . Wilcocka nd Richard M. Iverson (Eds.) 154 The RockyM ountain RegionmAnE volving LithosphereT:e ctonicsG, eochemistrya,n d 136 The CentralA tlanticM agmaticP rovince:In sights GeophysicKs arlE . Karlstroman d G. RandyK eller( Eds.) from Fragmentso f PangeaW . HamesJ, . G. McHone, P. Renne,a nd C. Ruppel( Eds.) 155 The Inner MagnetosphereP: hysicasn d Modeling TuijaI . PulkkinenN, ikolaiA . Tsyganenko, 137 Earth'sC limatea nd Orbital EccentricityT: he Marine and Reiner H. W. Friedel (Eds.) IsotopeS tage1 1 QuestionA ndr(cid:127) W. Droxler,R ichard Z. Poorea, nd LloydH . Burckle(E ds.) 156 ParticleA ccelerationin AstrophysicaPll asmas: Geospacea nd BeyondD ennisG allagherJ,a mes 138 Insidet he SubductionF actoryJ ohnE iler( Ed.) Horwitz,J osephP erez,R obertP reecea, ndJ ohn 139 Volcanisma nd the Earth'sA tmosphereA lan Robock Quenby( Eds.) and CliveO ppenheimer(E ds.) 157 SeismicE arth:A rray Analysiso f Broadband 140 ExplosiveS ubaqueouVs olcanismJ amesD . L. White, SeismogramAsl an Levandear nd GuustN olet (Eds.) JohnL . Smelliea, nd DavidA . Clague( Eds.) 158 The NordicS eas:A n IntegratedP erspectiveH elge 141 SolarV ariabilitya nd Its Effectso n ClimateJ uditM . Drange,T rondD okken,T oreF urevikR, (cid:127)digerG erdes, Papa nd PeterF ox (Eds.) and WolfgangB erger( Eds.) 142 Disturbancesin GeospaceT: he Storm-Substorm 159 Inner MagnetosphereIn teractions:N ew Perspectives RelationshipA . SurjalaSl harma,Y ohsukeK amidea, nd From ImagingJ amesB urch,M ichaelS chulz,a nd Harlan Gurbax S. Lakhima (Eds.) Spence( Eds.) 143 Mt. Etna:V olcanoL aboratoryA lessandrBo onaccorso, 160 Earth'sD eep Mantle: Structure,C ompositiona, nd SoniaC alvariM, auroC oltelli,C iroD el Negro,a nd EvolutionR obertD . vand er Hilst,J ayD . BassJ, an SusannaF alsaperla(E ds.) Matas,a ndJ eannotT ramper(tE ds.) 144 The SubseaflooBr iospherea t Mid-OceanR idges 161 Circulation of the Gulf of Mexico: Observations and WilliamS . D. Wilcock,E dwardF . DeLongD, eborahS . Model W. Sturgeasn dA lexisL ugo-Fernande(Ezd s.) Kelle)(cid:127)J ohnA . Barossa,n dS . CraigC ar)/(Eds.) 162 Dynamicso f Fluidsa nd TransporTt hroughF ractured 145 Timescaleso f the PaleomagnetiFc ieldJ amesE . T. RockB orisF aybishenkoP,a ulA . Witherspoona,n dJ ohn ChannellD, ennisV . Kent,W illiamL owriea, ndJ oseph Gale G. Meert (Eds.) Geophysical Monograph 163 Remote Sensing in Northern Hydrology: Measuring Environmental Change ClaudeR . Duguay Alain Pietroniro Editors AmericanG eophysicaUl nion Washington, Publishedu ndert he aegiso f the AGU BooksB oard Jean-LouisB ougeret,C hair, Gray E. Bebout,C ari T. Friedrichs,J amesL . Horwitz, Lisa A. Levin, W. Berry Lyons, KennethR . Minschwaner,A ndy Nyblade,D arrell Strobel,a nd William R. Young,m embers. Library of Congress Cataloging-in-Publication Data Remotes ensingin northernh ydrology: measuringe nvironmental change/ ClaudeR . Duguay, Alain Pietroniro,e ditors. p. cm. -- (Geophysicaml onograph; 163) Includesb ibliographicalr eferencesa nd index. ISBN-13:978-0-87590-428-3 (alk. paper) ISBN-10:0-87590-428-9 (alk. paper) 1. Snow--Remotes ensing. 2. Ice--Remote sensing. I. Duguay, Claude R. II. Pietroniro, Alain. III. Series. GB2401.72.R42R44 2005 551.4809181'3--dc22 2005031625 Covers: (Front) North-central portion of Old Crow Flats, Yukon Territory, Canada, showinga very shallow thaw lake (averaged epth 1.5 m) in the foreground.U nder certain weatherc onditionsin the early summer,t he lake attractsl arge numbers( 50+) of moose(. Back)K ing EdwardL ake,O ld CrowF lats,Y ukonT erritory,C ar/ada.This thaw lake, one of the most turbid in this area, has coalescedo n its east side with a smaller, shallowerl ake at a slightly higher elevation.T he smaller lake has partially drained, resultingi n a lush growth of emergenta nd submergenat quaticv egetation. Both photosc ourtesyo f Jim Hawkins, CanadianW ildlife Service. Copyright2 005 by the American GeophysicaUl nion 2000 Florida Avenue, N.W. Washington,D C 20009 Figures,t ables,a nd shorte xcerptsm ay be reprintedi n scientificb ooksa ndj ournals if the sourcei s properlyc ited. Authorizationt o photocopyit emsf or internalo r personaul se,o r for the internalo r personalu seo f specificc lients,i s grant- ed by the American GeophysciaUl nion for librariesa nd otheru sersr egisteredw ith the CopyrightC learanceC enter (CCC) TransactionaRl eportingS ervice,p rovidedt hat the basef ee of $1.50p er copyp lus$ 0.35 per pagei s paid directlyt o CCC, 222 RosewoodD r., Danvers, MA 01923. 0065-8448/05/$01.50+0.35. This consentd oesn ot extendt o otherk inds of copying,s ucha s copyingf or creatingn ew collectivew orkso r for resale.T he reproductiono f multiple copiesa nd the use of full articleso r the use of extracts,i ncludingf iguresa nd tables,f or commercial purposesr equiresp ermissionf rom the American GeophysicaUl nion. Printed in the United States of CONTENTS Preface ClaudeR . Duguaya ndA lainP ietronir.o.. .....................................................................................................v..i.i. Introduction ClaudeR . Duguaya ndA lainP ietronir.o.. .......................................................................................................1.. .. RemoteS ensingo f SnowC over DieterS chererD, orothyK . Hall, VolkerH ochschildM, ax KOnigJ,a n-GunnaWr intherC, laudeR . Duguay, Fr(cid:127)d(cid:127)riqueP ivot,C hristianM (cid:127)'tzler,F rankR au,K lausS eidel,R uneS olberga, ndA nneE . Walker. .......................7 RemoteS ensingo f Glaciersa nd Ice Sheets Jan-GunnaWr inther,R obertB indschadleMr,a x KOniga, nd DieterS chere.r. ....................................................3. 9 Ice Characteristicasn d Processesa,n d RemoteS ensingo f FrozenR iversa nd Lakes Martin O. Jeffries,K im Morris, and Nickolai Kozlenko. ..................................................................................... 63 SatelliteR emoteS ensingo f Permafrosat nd SeasonallFy rozenG round ClaudeR . Duguay,T ingjunZ hang,D avid W. Leveringtona,n d VladimirE . Romanovsk..y.. ..............................9. 1 RemoteS ensingo f SurfaceW ater and SoilM oisture Alain PietroniroJ,e ssikaT (cid:127)yr(cid:127), RobertL econtea, nd GeoffK ite.. .....................................................................1. 19 Evaporation/EvapotranspiratiEosnt imatesW ith RemoteS ensing RaoulG rangera nd NormandB ussibre..s.. ....................................................................................................1..4. 3 Appendix:A cronyms.. ................................................................................................................................1..5. 5 SubjectI ndex. ................................................................................................................................................ PREFACE The North, with its vast and varied landscapes,s parse researchersa, nd studentsi n the biophysicals ciencesw ho population, and cold climate has always challenged its wish to learn aboutt he researchn ow being conductedw ill explorers: physically, mentally, logistically, and techni- also benefit from this volume. cally. The scientific community in particular has known The volumed erivesf rom a task forceo n "RemoteS ensing suchc hallengesi n the past and does so today, especially in Northern Hydrology,"i nitially proposedb y international in light of the projectedi ntensificationo f climate change delegateso f the Northern ResearchB asins( NRB) working at high latitudes.I ndeed, there are clear signst hat change group.T he NRB working groupw as establishedin 1975 as is already ongoingi n many environmentalv ariables:A ir part of the InternationalH ydrologicalP rogramme( IHP) to temperaturea nd annual precipitation( including snowfall) promote researcho n river basinsa t northern latitudes. In are increasingin many regions;s prings nowc overe xtenti s contrastt o other snow and ice conferences,N RB is intended decreasingl;a ke and river ice freeze-upd atesa re occurring specifically for Arctic environments. Full membership, later and breakupd atese arlier; glaciersa re retreatingr ap- therefore, is limited to countries with territory north of idly; permafrostt emperaturesa re increasinga nd, in many the Arctic Circle. Founding members included Canada, cases,t he permafrost is thawing; and sea-ice extent is at Denmark (Greenland),F inland,N orway, Sweden,t he USA, recordm inimums and thinning. and the former USSR. Iceland joined in 1992 and Russia Although someo f the documentedc hangeh as occurred has since taken over the role of the former USSR. Countries over long periods of time, it appearst hat the processh as with polar researchp rogramsa re also eligible for associ- accelerated since the mid-1970s. Field measurements have ate membership;c urrent associatem embersa re Germany, provideds omeo f the evidencef or the observedc hangesA. Switzerland,t he UK, and Japan. steadyd eclinei n severali n situ measuremenst iteso ver the A particularo bjectiveo f the NRB Working Group,w hich last two or three decadesh, owever,h as left importantg eo- meetse very 2 yearsi n eitherE uropeo r North America, is to graphicalg apsi n observationanl etworks.R emote sensing set up task forcest o promoter esearchi nitiatives on topics observationsto, getherw ith numericalm odelsa ndt raditional of speciali nterestt o northernr esearchb asins.T he objective measurementt echniques,h ave thus becomea n invaluable of an NRB Task Forcei s to continuel iaisona mongm ember tool for studyingh ydrospherea nd cryospherec hangesi n countriesb etweenN RB meetingst hrough investigationo f remote areas of the North. an area of mutual interest. One such task force was formed As a result, we have focused this volume on remote sens- to review the stateo f the art on the use of remotes ensingi n ing observationsa nd interpretationso f componentso f the northernh ydrology. hydrologicalc ycle that are germanet o northern environ- This volumes pecificallyd erivesf rom the work of the orig- ments,s ucha s glaciersa nd ice sheets,s nowc over,l ake and inal memberso f the taskf orce--Duguay (Chair), Pietroniro, river ice, permafrost, and seasonallyf rozen ground. The Scherer,a nd Winther--and other international contributors volume also coversd eterminations of soil moisture, surface (Jeffriesa nd Grangera s lead authors,a nd many collabora- water, and evaporation/evapotranspirationfr om satellite tors) who enthusiasticallya greedt o contributem aterial on remotes ensingF. or thesep arametersa, particulare ffort was subjectsf or which significant gaps were identified. The madet o provider eferencesa nd summarizew ork conducted completion of this volume would not have been possible at high latitudes. without their help and commitmentt o the project. With new sensorsa nd methodsc onstantlyb eing devel- As editorsw, e are very gratefult o all authorsw, ho worked oped,r emotes ensingin northern( andg lobal)h ydrologyh as hard to make this projecta successW. e are indebtedt o the becomea quickly evolving field. This book thus provides many reviewers who devoted so much of their time and readersa foundationfr om whicht o build on asd evelopments effort to improve the various chapterso f this volume. We occur. Over this and the coming decadeC anada, Europe, extend our sinceret hanks to Jan Mydynski who provided Japan, and the United States will place into orbit highly valuablee ditorial assistanceF. inally, we appreciateth e help, capables ensopr ackagesth at will fostern ew advancese, spe- patience,a nd expertiseo f AGU staff who workedd iligently cially in northernh ydrology. to publisht he book. Scientists,r esearchers,a nd studentsw ith a direct interest in the application of remote sensingi n northern hydrol- ClaudeR . Duguay ogy will find this volumeo f immediatei nterest.S cientists, Universityo f Alaska, Fairbanks,A laska Remote Sensingi n Northern Hydrology Alain Pietroniro GeophysicalM onograph Series 163 Copyright2 005 by the American GeophysicaUl nion National Water Research Institute, 10.1029/163GM01 vii Introduction Claude R. Duguay GeophysicaInl stitute,U niversityo f Alaska,F airbanksA, laska Alain Pietroniro National Water Research Institute, Saskatoon, Saskatchewan, Canada At northernl atitudes,i nstrumenteds itesa re often sparsea nd poorly distributed, and their numberh asb een steadilyd ecliningo vert he last two to three decades. Thish asb eena majori mpedimentto advancinogu rk nowledgoef northernh ydrol- ogy.S atelliter emotes ensingis ideallys uitedt o complemenfite ld measurements. In this chapter,s ummarieso f the main topicsc overedi n this book (i.e., snow coverg, laciersa ndi ce sheetsl,a kea ndr iveri ce,p ermafrosatn ds easonallfyr ozen ground,s urfacew atera nd soilm oisturee, vaporatioann de vapotranspiratioans) well asc urrenta ndu pcomingc ontributionosf satelliter emotes ensingin northern hydrologya re provided. The North is looselyd efineda s the geographicaalr eao f nuityo f datac ollectedH. owevero, urg reatesnt eedl ies theN orthernH emisphereth at encompassethse tundraa nd elsewherea, ndc oncernsa ccessto largeri nstrumented taigae cosystemsT.h e North alsoi s identifieda st he region researchw atershedsw heren umerousc omplementary mosts usceptiblteo the effectso f globalw arming.S incei t hydrologicaml easurementasr e madea t a scalet hat is the variousw aterc omponentosf the cryospher(eg laciers canb e coupledw ith atmospheripcr ocessetsh atd rive and ice sheets,s now cover, sea ice, lake and river ice, and the hydrologicacl ycle.I n fact, we needs everals uch frozeng round)t hata rec onsideretdh ep rincipale xpressions watershedlso catedi n circumpolabr asinsw ith differ- and instrumentso f climate change,n orthern hydrologists ent environmentals ettings( permafrostd istribution haveb ecomea logicals cientificb odyt o pursuer esearcho n andt hicknessv, egetationt,o pographyg, lacierse, tc.) thep redictiona nde valuationo f climate-changiem pacts. [Kane,2 005]. Nonetheless there remain Notwithstandingth is needf or mored ataa t largers cales, ...manyh urdlesto advancingo urk nowledgeo f north- instrumentedsi tesa re sparsea ndp oorlyd istributedin the ern hydrology(a ll casti n a time of changingc limate). North, and their numberh asb een steadilyd ecliningi n the Foremost is the need for better measurements of vari- last2 0-30 yearsA. s a result,t he definingc haracteristicosf ousc omponentosf theh ydrologicacly cle( thisi s glob- remotes ensingte chnologrye nderit ideallys uitedto comple- ally true)--a neede xpresseadt numerousw orkshops ment,i f not supercedem, anyo f the classicahl ydrological throughoutm y career, now of 30 years. Potential fieldt echniqueuss edi n northernh ydrologyR. emotes ensing improvemenot,f coursei,s possibleth roughim proved canf ill theg eographicagla pst hatf ieldm easuremenatslo ne technologyf;o r examplet,h eu seo f solid-stateel ectron- cannot.I t is in this context,a nd with a view of remote sens- icsi n extremelyc olde nvironmentcsa ni mprovec onti- inga sa ni nvaluablteo olf orn orthernh ydrologicarel search- ers, that the idea for this book was conceived. RemoteS ensingi n Northern Hydrology Thereh asb eens ignificanpt rogressin the applicationo f GeophysicaMl onographS eries1 63 remotes ensinign hydrologsyi nceth e1 970sF. urthers ubstan- Copyright2 005 by the AmericanG eophysicaUl nion 10.1029/163GM02 tive developmenatsre forthcomingo vert he nextd ecade 2 INTRODUCTION next-generatiosnp acecraftasr el aunchedb y CanadaE, urope, ometera nd the more advancedA MSR-E systema boardt he Japana, ndt heU nitedS tatesA. t thet ime of thisw riting,m any Aquap latforma re alsod escribedS. ubsequendti scussioinn recentlyl auncheds atellitep latformsa rep rovidingim portant thisc haptepr resentasp plicationasn da lgorithmsfo r deriving informationo nt hes tateo f thec ryospheraen dt heh ydrosphere, snowp ropertiesf rom the previouslyd efineds ystemsT. he andn ew satellitesw ill soonf ollowt hatw ill significantlyc on- authorsil lustratet he developmenotf remotes ensinga pplica- tributet o the field of northernh ydrology. tionsw ith specifice xamplesre levantt o the determinationo f Earlier bookso n remotes ensingin hydrologyh avet ended snow-covereadr ea,s noww atere quivalent( SWE), deptha nd to providea broado verviewo f the use of remotes ensing temperaturew, et snow,a nd snowr eflectanceT. he chapter in hydrology and water management[ e.g., Engman and concludews ith a proposaflo r futurea pplicationasn df uture Gurney,1 991;S chultza nd Engman,2 000] or have focused sensorsf or continuedm onitoring of snow propertiesb y primarily on well-definedp arameterss ucha s snowc over remotes ensingT. hesei nclude( 1) the improvemenot f SWE [e.g.,S eide!a ndM atinec,2 004]. This monographb uildso n retrievala lgorithmsa ndS WE determinatioant h ighers patial thesep reviousw orksb y providinga review of the progress resolutions(;2 ) the exploitationo f data fusiont echniques andp rospectos f remotes ensingin hydrologyfo cusedo n the for snowr esearch(;3 ) a greateru se of land coverd ata sets North, a regionw hereh ydrologyi s dominatedb y snow,i ce, and digital elevationm odelsf or the retrievalo f snowc over and frozen ground. propertiesp, articularlyi n mountainousa nd foresteda reas; and (4) the developmento f physicallyb aseda nd spatially OVERVIEW OF CONTENTS distributed snow models to overcome some of the limitations of currente mpiricala nd conceptuaml odels. This monographis organizedin to sevenc hapterso, rdered In Chapter 3, Winther and colleaguesd escriber emote to reflect the relativei mportanceo f eacht opict o the recent sensinga s a useful tool for the studyo f glaciersa nd large primaryl iterature.C learly,r emotes ensingo f the cryosphere ice masses,w hich, due to harsh climate and insufficiency is of primaryi mportancein northernla ndscape(sfo rt hep ur- of daylight, in combinationw ith extensiveg eographical poseo f thisp ublicationt,h e definitiono f cryospherien cludes coveragea, re largelyi naccessibleS. atellitesp rovideo ne of snow,f rozen ground,g laciersa nd ice sheetsa, nd lake and the few methodsf or the studyo f theset ypes of landscapes river ice) and is the focuso f Chapters2 through5 . The two at large spatials cales.T he authorsn ote that glaciersh ave succeedincgh aptersc entero n wateri n the liquida ndv apor long been recognizeda s sensitivei ndicatorsf or climate phasesa ndd emonstratseo meo f the challengetso character- change,s incet hey contain a considerablefr action of the izing surfacew atersa nde vaporativep rocessesa,s w ell asi n world's freshwater. Becauseo f the nature of theset argets, the applicationo f remotes ensingt echniquesin thesea reas. remotes ensings tudiesa re focusedo n changed etectiona nd All of the chaptersp rovided iscussionos f the potentialf or monitoringo f glacialf eaturesM. oreover,d uet o thee ssential future remotes ensinga pplicationsin the North. similaritieso f glaciersa nd ice sheetst o frozenr ivers and Chapter2 presentsa thoroughr eview of snowc overa nd lakes, much of the theoreticalb ackgroundo n the optical, the subsequenatp plicationo f remote sensingt o the deter- thermal,a ndm icrowavep ropertieso f snowa ndi ce contained mination of snowc overp roperties.S cherera nd colleagues in Chapter 2 providest he essentialb ackgroundf or infor- provide a comprehensives ynopsiso f the reflective and mation in Chapter3 . Winther and colleaguesfo cuso n the thermalp ropertieso f snow.T hesea re describedw ithin the remotes ensinga pplicationsu sedi n mappingg laciere xtent, contexto f existingr emotes ensings ystemsa ndp rovidet he glacierf aces,e quilibriuml ines,a ndg lacierv elocity. They fundamentabl ackgroundfo r understandintgh e development identify a key role for interferometric synthetica perture of remote sensinga lgorithmsi n snow-coveredre gions.A radar (InSAR) in monitoringg lacier velocity.T he process detailed descriptiono f sensorsa nd systemsi s also given, for determiningg lacierv elocityi s describedin detail. The which highlights the history of remote sensings ystems use of radar altimetry in the measuremenot f glaciere leva- alongw ith their usesi n snowa lgorithmd evelopmentT. he tion is also describedin detail, with emphasiso n its use in satellites described include visible and infrared-based sen- changed etection.O ther topicso f interesti ncludem ethods sors such as the familiar AVHRR radiometer aboard the for estimatingg lacierp ropertiess ucha s surfacete mperature, NOAA polar-orbitings atellitesa ndt he morer ecentA STER albedo/grains ize, and snowa ccumulationf or use in mass platform aboard the Terra platform. Microwave sensors and energyb alancee stimates. and the electromagneticin teractionb etweenm icrowaves Chapter 4 provides a comprehensiveo verview of ice and snow surfacesa re describedi n detail. Active systems characteristicsa nd processesin northernr ivers and lakes described include the RADARSAT, ERS, and ENVISAT focusingo n initial ice formation in autumn and ice-melt satellites ystems.P assives ensorss ucha s the SSM/I radi- in spring.J effriesa nd colleaguesc oncentratep rimarily DUGUAY AND PIETRONIRO 3 SAR systems( ERS-1, ERS-2, JERS-1, RADARSAT-l), Chapter 6 centers on surface water and soil moisture supplementebdy aerialp hotographsp,a ssive-microwavsee n- remote sensing.T hese two important aspectso f the hydro- sors,a nd Landsati magesa s a meanso f characterizingl ake logical cycle were combinedb ecauset hey both represent and river ice covers.B ecauseo f the nature of these targets storage of the liquid phase of water within the northern (both in terms of size and dynamic temporal characteris- hydrologicalc ycle. Surface water storages( lakes and wet- tics), systemsw ith high temporala nd spatialr esolutiona re lands) are easily discriminatedb y using conventionalv is- the mostp racticable. The authorsf ocuso n remote sensing ible and infrared sensors such as those flown on Landsat applicationsth at assisti n determinings easonailc e charac- or SPOT. The utilization of active microwave sensors,s uch teristics sucha s autumn freeze-up, ice growth, thickening as RADARSAT-1 or ERS-1/2, has lead to improvementsin and grounding;f racturinga nd motion;a nd springt haw and the interpretationa nd classificationo f open-waterb odies. breakup. They point out that mostn orthernf reshwateri ce Pietroniro and colleaguesd iscusso pen-water extent, and is seasonailn nature and that characterizingi ce variability to a lesserd egreew ater surfacee levation,w ith particular andc hangep, articularlyi n remotel ocationsu, nderscoretsh e emphasiso n applicationsw ithin the microwave frequen- importanceo f frequentd ataa cquisitiona ndt he valueo f time cies.T he methodsd iscusseda re well establisheda nd easily serieso f imagest o followt he courseo f eventsa ndp rocesses. operationalizedf or regular monitoring of these important This chapter'se xtensivea nd holistica pproachto the remote hydrologicafle atures.I n contrastb, ecauseo f the notoriously sensingo f lake and river ice providesa major contribution ubiquitousn atureo f soilm oisturet, he detectiona ndm apping to the literature in this area. It affords easy accesst o an of water storagei n the vadosez one or soil profile are much inclusive examination of the field that until now has been less straightforwardO. f the very few soil moisturee xperi- conspicuousllya cking. ments that have been carried out in northern regimes, the The remote sensingo f permafrost (perennially frozen chapters ummarizess oil moisturee xperimentsin areasw ith ground)a nd seasonallyfr ozeng roundi s the focuso f Chapter seasonallyf rozen mineral soils. Theoretically,o ne should 5. Unlike most of the other terrestrial componentsc overed be able to extract soil moisture from the 1-10-cm depths; in this book,p ermafrosti s a subsurfacep henomenonA. fter however, reliable and consistents ystematico bservations providinga descriptiono f the factorst hat controlp ermafrost of soil moisture derived from microwave satellites are still distributiona ndt he surfacef eaturesi ndicativeo f permafrost difficult to ascertain. presence( e.g.,t haw lakes,p olygonalg round),D uguay and Chapter7 describesr ecenta dvancesi n the remote sens- colleaguesr eview the applicationo f remotes ensingt o map ing of evaporationa nd transpiration.R elativelyf ew studies permafroste xtent, active layer depth (i.e., the layer of soil have been directed specificallyt owardst he determination abovep ermafrostt hat thawsa nd freezesa nnually),a nd sur- of evaporationo r evapotranspirationin northern environ- face featuresi ndicativeo f permafrostp resenceT. he authors ments. However, becauset he evaporative componentso f then describe some of the most recent advances on the use of the energy and water balancesc an be as high as 50% and active and passivem icrowavei magery to map the seasonal 65%, respectivelyi,t is essentiatl hat the evapotranspirative freeze/thaws tatuso f the landscapef rom the regionalt o the phaseo f the hydrologicalc ycle be understoodM. ethods of continental and pan-Arctic scales.I n the final sectiono f estimatinge vapotranspirationd evelopedi n temperatec li- this chapter,D uguay and colleaguesid entify areasi n which matesa re described.G rangera nd Bussi(cid:127)resn ote that these researchis likely to take placei n the future: (1) mappingt he methodsm ay not be directly transferablet o northerna reas evolutiono f permafrost-relatedf eatures( e.g., thaw lakes, becauseo f the different characteristicso f the vegetationa nd patternedg round)b y usinga rchivedi mageryo r aerial pho- other physiographicc onditionss ucha s permafrosto r sur- tographsa nd more recenth igh-resolutions atellitei magery; face ice that dominatet he northern landscape.S uggestions (2) increasingth e useo f (and the developmenot f new) land for incorporatingr emotelys ensedi ce-coveri nformationi n surfacet emperatured atap roductsfr om thermali nfrareda nd ordert o estimatel argel ake evaporationb y reformulatingt he passivem icrowaves ensorsto examinet he impacto f climate parameterizationo f canopyc ontrolso n evapotranspiration variability and changeo n permafrostt errain; (3) increasing are included.T he authorsc learlyi dentify currentd efectsa nd the useo f (andt he developmenot f new) land surfacef reeze/ provided irectionf or future improvements. thaw productsf rom active and passivem icrowaves atellite sensorst o examine variability and trends in the onset of WHERE NEXT FOR REMOTE SENSING IN freezinga ndt hawingi n relationt o climate;a nd( 4) integrat- NORTHERN HYDROLOGY? ing the land surfacep roductsd erivedf rom remote sensing data( e.g.,s urfacet emperaturev, egetations, nowc overv ari- Each chapteri n this volume includesa concludings ec- ables)i n spatiallyd istributedp ermafrostm odels. tion that contains a discussion on future directions 4 INTRODUCTION remotes ensingin northernh ydrology.S everalo perational of emitted microwave radiation around the frequencyo f or researchp roducts derived from satellite sensorsc ur- 1.4 GHz (L-band). SMOS will carry the first-ever,p olar- rently in orbit are availablet o northernh ydrologists(e .g., orbiting,s pace-borne2,- D interferometrirca diometerT. he snow-covereda rea, SWE, surface albedo, soil moisture). satellitew ill achieveg lobalc overagee very3 daysw ith more Data acquired by sensorso nboard NASA's Terra and frequentc overagea t northernl atitudes. Aqua platforms, as well as by those on other U.S. satel- In December2 009,N ASA planst o launcht heH ydrosphere lites (e.g., QuikSCAT) and satellitesf rom the Canadian StateM ission (Hydros) satellite,s pecificallyd esignedf or (e.g., RADARSAT) and the European( e.g., ENVISAT) soil moisturer etrieval (t0-km resolutionw ith revisitso f 2 spacea genciesa, re alreadyp rovidings omev aluablep rod- to 3 days)a nd freeze/thawm apping( 3-km resolutionw ith ucts. The numbera nd the quality of the productsc an only t- to 2-day revisits).A combinedr adara ndr adiometers ys- increasea s new sensorsa re flown and new algorithmsa re tem, Hydrosw ill operatea t 1.26G Hz and 1.4G Hz, respec- being developed. tively [Entekhabei t al., 2004]. Hydrosw ill providet he first During this decadea lone, severalm issionsh ave been globalv iew of theE arth'sc hangings oilm oisturea nds urface confirmeda nd othersa re plannedt hat will further advance freeze/thawc onditionst,h use nablingn ew scientifics tudies the contribution of remote sensing to northern hydrol- of globalc hangea nda tmospheripcr edictabilitya ndm aking ogy. Planned satellite missions such as the Advanced new hydrologicaal pplicationpso ssible. Land ObservingS atellite (ALOS) of the JapanA erospace Recently,t he U.S. National Academy of Sciencesh as ExplorationA gency (JAXA), due for launchi n 2005, and beena skedb y NASA to form a communitya ssessmenant d RADARSAT-2 of the CanadianS paceA gency( CSA), sched- strategyf or the future of earth sciencea nd applications uled for launchi n 2006, thoughn ot exclusivelyd esignedfo r from space.T his is referredt o as the National Research hydrologicala pplicationsw, ill providei mportanti nforma- Council( NRC) DecadalS urveyT. he panelr equesteds ub- tion to northern hydrologists( e.g., snow and ice, surface missionsf rom the communityr egardingp otential future water, and soil moisture). satellite missions that addressed the NRC science themes. Other missions,m ore specifically designedf or hydro- Severa(lc loseto tOO)f uturem issionc oncepthsa veb eenp ro- logical applicationsw, ill also take place.F or example,t he poseda, few of directr elevancteo hydrologyt:h eC old-Land EuropeanS paceA gency (ESA) launchedt he CryoSatp lat- ProcessesP athfinder( CLPP) mission[ Cline et al., 2005], form on 8 October 2005. Unfortunately, the satellite was the Water ElevationR ecovery( WatER) satellitem ission lost due to launch failure. CryoSat carried a sophisticated [Alsdorfe t al., 2005], the GlobalW aterR esourcems ission radar altimeter called SIRAL (Synthetic Aperture Radar [Hildebrande t al., 2005], the Global HydrosphereM apper InterferometricR adarA ltimeter)t o monitorp recisec hanges mission[ Fu andRodriguez2, 005], and the Glaciersa nd Ice in the thicknesso f the polar ice sheetsa nd floating seai ce. SheetsM apping Orbiter (GISMO) mission [Jezeke t al., The observationst o be made over the 3-year lifetime of 2005]. Documentsd escribinge achs atellitem issionc oncept the missionw ere expectedt o provide conclusivee vidence canb e founda t http: //qp.nas.edu/decadalsurvUelyti.m ately, of rates at which ice cover may be diminishing. CryoSat perhapso nly oneo r a combinationo f the proposedm ission was meant to be the first Earth Explorer missiono f ESA's conceptsw ill make it to orbit. Living PlanetP rogramme.E SA has initiated an assessment In the meantime,c urrenta ndu pcomings atellitem issions of ways to recoverf rom the CryoSat satellitel oss and will will providet echnologietsh atw ill permitt her outinem oni- be exploringt he rangeo f optionst hat may be availables uch toring of many hydrologicasl tatev ariableso vern orthern as rebuildingt he satellitef or a future launch. latitudes.T hese new developmentsw ill encourageg reater The second Earth Explorer mission of ESA, the Soil integration(a ssimilationo) f remotes ensing-derivepdr od- Moisturea nd OceanS alinity (SMOS) mission,w ill provide ucts into climate, weather forecasting,a nd hydrological globalo bservationosf soilm oisturea ndo ceans alinity,w hich models. are needed to advance our knowledge of the water cycle and to contributet o better forecastingo f weather,e xtreme AcknowledgmenWt.e wisht o thankJ anM ydynskif orh ere dito- eventsa, nds easonacl limates.S oilm oistured ataa reu rgently rial help. required for hydrologicals tudies.D ue for launch in early 2007, SMOS will alsop rovideo bservationso verr egionso f REFERENCES snowa nd ice, contributingt o studieso f the cryospherea nd thus of the hydrologicalc yclea t northernl atitudes.A novel Alsdorf, D., E. Rodriguez,D . Lettenmaier,a nd J. Famiglietti, instrumenth asb eend evelopedth at is capableo f observing WatER:T he WaterE levationR ecoveryS atelliteM ission,h ttp:// both soil moisturea nd oceans alinity by capturingi mages qp'nas'edu/decadalsurvey'

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