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Springer INdAM Series 38 Piermarco Cannarsa Daniela Mansutti Antonello Provenzale   Editors Mathematical Approach to Climate Change and its Impacts MAC2I Springer INdAM Series Volume 38 Editor-in-Chief GiorgioPatrizio,UniversitàdiFirenze,Florence,Italy SeriesEditors ClaudioCanuto,PolitecnicodiTorino,Turin,Italy GiulianellaColetti,UniversitàdiPerugia,Perugia,Italy GrazianoGentili,UniversitàdiFirenze,Florence,Italy AndreaMalchiodi,ScuolaNormaleSuperiore,Pisa,Italy PaoloMarcellini,UniversitàdiFirenze,Florence,Italy EmiliaMezzetti,UniversitàdiTrieste,Trieste,Italy GiocondaMoscariello,UniversitàdiNapoli“FedericoII”,Naples,Italy TommasoRuggeri,UniversitàdiBologna,Bologna,Italy SpringerINdAMSeries This series will publish textbooks, multi-authors books, thesis and monographs in English language resulting from workshops, conferences, courses, schools, seminars, doctoral thesis, and research activities carried out at INDAM - Istituto Nazionale di Alta Matematica, http://www.altamatematica.it/en. The books in the series will discuss recent results and analyze new trends in mathematics and its applications. THESERIESISINDEXEDINSCOPUS Moreinformationaboutthisseriesathttp://www.springer.com/series/10283 Piermarco Cannarsa (cid:129) Daniela Mansutti (cid:129) Antonello Provenzale Editors Mathematical Approach to Climate Change and its Impacts MAC2I Editors PiermarcoCannarsa DanielaMansutti DepartmentofMathematics IstitutoperleApplicazionidelCalcolo UniversityofRome“TorVergata” ‘M.Picone’,CNR,Rome,Italy Rome,Italy AntonelloProvenzale InstituteofGeosciences&Earth Resources(IGG) NationalResearchCouncil(CNR) Pisa,Italy ISSN2281-518X ISSN2281-5198(electronic) SpringerINdAMSeries ISBN978-3-030-38668-9 ISBN978-3-030-38669-6(eBook) https://doi.org/10.1007/978-3-030-38669-6 ©SpringerNatureSwitzerlandAG2020 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartof thematerialisconcerned,specificallytherightsoftranslation,reprinting,reuseofillustrations,recitation, broadcasting,reproductiononmicrofilmsorinanyotherphysicalway,andtransmissionorinformation storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodology nowknownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthors,andtheeditorsaresafetoassumethattheadviceandinformationinthisbook arebelievedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsor theeditorsgiveawarranty,expressedorimplied,withrespecttothematerialcontainedhereinorforany errorsoromissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictional claimsinpublishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG. Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland In Mathematicstheartofproposinga questionmustbeheld ofhighervaluethan solvingit. (Georg Cantor) Mathematicsallowsfor nohypocrisyand no vagueness. (Stendhal) Preface Climate change and the associated critical problems, which might impact on the well-beingandpotentiallythesurvivalofhumansonplanetEarth,areattractingthe attentionofboth the scientific communityand the generalpublic,sometimeswith conflictual approaches. We believe that Mathematics can provide tools to address these problems, raising well-posed questions and framing them in conceptual models.Themodelsolutionscanthenbeanalyzedandcomparedwithobservations, toproviderelevantinformationforbothdiagnosticandprognosticpurposes. Inthisapproach,itisimportanttofullyacknowledgethe difficultiesassociated with trying to address phenomena that are part of an extremely complex system and may still be beyond our current conceptual and computational capabilities. Suchcomplexity,however,shouldnotpreventusfromexploringthesubjectusing mathematicalmodelling, which is especially suitable to tackle issues that are still poorlyunderstood. The current volume was conceived in this spirit. The aim here is to provide ideas, suggestions, and motivations, inviting researchers in Applied Mathematics andrelateddisciplinestoengageandenterintodialoguewitheach otherandwith environmentalscientistsinthisfundamentalareaofresearch. The volume includes contributions relating to the outcomes of the interna- tionalINDAM Workshop “MathematicalApproachto Climate Change Impacts— MAC2I”, held in Rome at the INDAM Headquarters on 13–17 March 2017. It comprises a collection of original, peer-reviewed articles on research issues that emergedfromdiscussionsineachsubjectarea. Thecontentsofthisbookincludethefollowingtopics: – accurate parameter determination supported by rigorous existence, regularity, uniqueness, and stability results in the case of Energy Balance Models with Memory,whicharerelevanttoclimatedynamicsinvestigations; – three innovative mathematical modelling approaches to complex ice state (sea ice) and composition (morainic ice), two of them related to real cases, and experimentaldata; vii viii Preface – anovelmethodforeventscreeningcategorizationofcarbondioxideconcentra- tiontimeseries; – differentcomplementarymathematicalformulationsof the problemof control- lingthespreadofinvasivespecies,withnumericaltestingonrealsituationsand data; – influenceofbedloadtransportprocessesinacoastalsand-bedriveruponbeach changes,withafocusontheFiumiUnitioutletintotheAdriaticsea; – a tutorialonmathematicalmodellingoflarge-scalemotionsof atmosphereand oceans,includingshallowness,Earthrotation,andwindeffects. Mostcontributionsinthebookrelatetoactualcasestudies:mathematicalmodels and/or methods are embedded into a real physical set-up, using observational dataformodelvalidationand/oraddressingspecificdiagnostic/prognosticqueries. This aspect justifies structuring the table of contents into thematic parts, namely GeophysicalFluidsandClimate,Hydrology,Glaciology,andEcosystems. We hope that this book can be used for doctoral programs in Applied Mathe- matics,withcoursesrangingfrommathematicalproblem-solvingtoolstothestudy ofthecomplexitiesofclimateandenvironmentalchange,therebyattractingcritical andvaluableattentiontothiscrucialfield. Rome,Italy PiermarcoCannarsa Rome,Italy DanielaMansutti Pisa,Italy AntonelloProvenzale September2019 Acknowledgements TheworkshopMathematicalApproachtoClimateChangeImpacts—MAC2Istems fromofthehomonymthematicsectionoftheexcellenceprojectofappliedmathe- matics,MATH-TECH,fundedbytheItalianMinistryofEducation,Universityand Research(MIUR)andawardedtotheIstitutoperleApplicazionidelCalcolo(IAC) ‘M. Picone’ of the National Research Council (CNR) and to the INDAM (2015– 2017)(coordinator:RobertoNatalini,IAC-CNR).Editorsacknowledgethefinancial support for that event, of which the present scientific paper collection is a direct consequence. ix Contents PartI Theme:GeophysicalFluidsandClimate GeophysicalFluidDynamics,NonautonomousDynamicalSystems, andtheClimateSciences........................................................ 3 MichaelGhilandEricSimonnet ParameterDeterminationforEnergyBalanceModelswithMemory ..... 83 PiermarcoCannarsa,MartinaMalfitana,andPatrickMartinez PartII Theme:Hydrology BedloadTransportProcessesinaCoastalSand-BedRiver:The StudyCaseofFiumiUnitiRiverintheNorthernAdriatic.................. 133 SilviaCilli,PaoloBilli,LeonardoSchippa,EdoardoGrottoli, andPaoloCiavola PartIII Theme:Glaciology MathematicalModelingofRockGlacierFlow withTemperatureEffects ....................................................... 149 KrishnaKannan,DanielaMansutti,KumbakonamR.Rajagopal, andStefanoUrbini AModeltoDescribetheResponseofArcticSeaIce......................... 163 RezaMalek-MadaniandKumbakonamR.Rajagopal Modelling Sea Ice and Melt Ponds Evolution: Sensitivity toMicroscaleHeatTransferMechanisms..................................... 179 AndreaScagliarini,EnricoCalzavarini,DanielaMansutti, andFedericoToschi xi

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