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Detection of Melt Ponds on Arctic Sea Ice with Optical Satellite Data PDF

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Preview Detection of Melt Ponds on Arctic Sea Ice with Optical Satellite Data

International Max Planck Research School for Maritime Affairs 5 2 at the University of Hamburg S R I A F F A E M I T I R Anja Rösel A M N O Detection of S E I Melt Ponds on D U T S Arctic Sea Ice with G R Optical Satellite Data U B M A H 123 International Max Planck Research School (IMPRS) for Maritime Affairs at the University of Hamburg Forfurthervolumes: http://www.springer.com/series/6888 Hamburg Studies on Maritime Affairs Volume 25 Edited by Ju¨rgen Basedow MonikaBreuch-Moritz PeterEhlers HartmutGraßl TatianaIlyina Florian Jeßberger Lars Kaleschke Hans-JoachimKoch Robert Koch DorisKo¨nig RainerLagoni Gerhard Lammel UlrichMagnus PeterMankowski Stefan Oeter MarianPaschke ThomasPohlmann UweSchneider DetlefStammer Ju¨rgen Su¨ndermann Ru¨digerWolfrum WilfriedZahel Anja Ro¨sel Detection of Melt Ponds on Arctic Sea Ice with Optical Satellite Data 123 AnjaRo¨sel InstituteofOceanography UniversityofHamburg Hamburg Germany Erstgutachter:Prof.Dr.LarsKaleschke Zweitgutachter:Prof.Dr.DetlefStammer Tagdermu¨ndlichenPru¨fung:28.06.2012 ISSN1614-2462 ISSN1867-9587(electronic) ISBN978-3-642-37032-8 ISBN978-3-642-37033-5(eBook) DOI10.1007/978-3-642-37033-5 SpringerHeidelbergNewYorkDordrechtLondon LibraryofCongressControlNumber:2013939063 (cid:2)c Springer-VerlagBerlinHeidelberg2013 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartof thematerialisconcerned,specificallytherightsoftranslation,reprinting,reuseofillustrations,recitation, broadcasting,reproductiononmicrofilmsorinanyotherphysicalway,andtransmissionorinformation storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodology nowknownorhereafterdeveloped.Exemptedfromthislegalreservationarebriefexcerptsinconnection with reviews or scholarly analysis or material supplied specifically for the purpose of being entered and executed on a computer system, for exclusive use by the purchaser of the work. Duplication of this publication or parts thereof is permitted only under the provisions of the Copyright Law of the Publisher’slocation,initscurrentversion,andpermissionforusemustalwaysbeobtainedfromSpringer. PermissionsforusemaybeobtainedthroughRightsLinkattheCopyrightClearanceCenter.Violations areliabletoprosecutionundertherespectiveCopyrightLaw. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. While the advice and information in this book are believed to be true and accurate at the date of publication,neithertheauthorsnortheeditorsnorthepublishercanacceptanylegalresponsibilityfor anyerrorsoromissionsthatmaybemade.Thepublishermakesnowarranty,expressorimplied,with respecttothematerialcontainedherein. Printedonacid-freepaper SpringerispartofSpringerScience+BusinessMedia(www.springer.com) DedicatedtoMats andJens Preface ThisbookisbasedonmydissertationwhichIwroteattheInstituteofOceanography oftheUniversityofHamburgunderthesupervisionofProf.Dr.LarsKaleschke.The dissertationwasacceptedbytheDepartmentofGeosciencesin2012. I started my work in November 2008 with the intention to use the now freely accessiblehugeLandsatsatelliteimageryarchivetodetectmeltpondsontheArctic sea ice surface. It turned out that this archive consists mainly of scenes covering landscapeandnottheoceansurface.Additionally,mostofthefewavailablescenes werenotusableforamultispectralclassificationduetoover-saturationofthesensor. ThereforeI had to look for alternative sensors. I decided to use aquisitions of the MODISsensor—theyhaveacoarserspatialresolutionthanthosefromtheLandsat sensor,butprovideafullcoverageoftheArcticregiononadailybasis. Despite the technical problems at the beginning of my studies, I was able to submitmy dissertation in March 2012.My work was enabledby a scholarshipof theInternationalMaxPlanckResearchSchoolforMaritimeAffairs. Hamburg,Germany AnjaRo¨sel December2012 vii Acknowledgments I thank my academic advisor Prof. Dr. Lars Kaleschke for his supervision and constructive discussions during my work at the Institute of Oceanography at the UniversityofHamburg.IamgratefulfortheopportunitytodevelopmyPh.D.thesis inhisseaicegroup. My special thanksare given to all the actual and former memberscontributing to this group for their willingness to discuss my work and to provide scientific, technical,andpersonalsupport. MythanksgonamelytomycolleaguesandfriendsAntje,Nina,Steffen,Freddy, Iris, Meike D., Meike S., Stefan, Marketa, Martin S., Martin G., Alex, David, Remon, Xiangshan, Amelie, and Frauke for their collegiality, friendship, and the cheerfultimewespentattheinstituteandinoursparetime. IthankDonaldK.PerovichfromCRRELforprovidingtheHOTRAXmeltpond dataandFlorenceFettererfromNSIDCforhereffortsinprovidingmoremeltpond statistics.GeritBirnbaum,WolfgangDierking,ChristofLu¨pkes,andJo¨rgHartmann fromtheAWIparticipatedintheMELTEXaircraftcampaignin2008andprovided usefulinformationforourstudy. ThisworkwasfundedbyascholarshipoftheInternationalMaxPlanckResearch Schoolfor Maritime Affairsin Hamburg.Additionalsupportwas providedby the Cluster of ExcellenceCliSAP (EXC177),University of Hamburg,fundedthrough theGermanScienceFoundation(DFG). Finally,Iwantto givespecialthankstomyfamilyandto myhusbandfortheir loveandencouragement. ix

Description:
The Arctic sea ice is characterized by profound changes caused by surface melting processes and the formation of melt ponds in summer. Melt ponds contribute to the ice-albedo feedback as they reduce the surface albedo of sea ice, and hence accelerate the decay of Arctic sea ice. To quantify the melt
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