美国大学生数学建模竞赛优秀论文.docx
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美国大学生数学建模竞赛优秀论文
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Summary
Thearticleisaimedtoresearchthepotentialimpactofthemarinegarbagedebrisonmarineecosystemandhumanbeings,andhowwecandealwiththesubstantialproblemscausedbytheaggregationofmarinewastes.
Intaskone,wegiveadefinitionofthepotentiallong-termandshort-termimpactofmarineplasticgarbage.Regardthetoxinconcentrationeffectcausedbymarinegarbageaslong-termimpactandtotrackandmonitorit.Weetablishthecompositeindicatormodelondensityofplastictoxin,andthecontentoftoxinabsorbedbyplasticfragmentintheoceantoexpresstheimpactofmarinegarbageonecosystem.TakeJapanseaasexampletoexamineourmodel.
Inasktwo,wedesigneanalgorithm,usingthedensityvalueofmarineplasticofeachyearindiscretemeasurepointgivenbyreference,andweplotplasticdensityofthewholeareainvarieslocations.Basedonthechangesinmarineplasticdensityindifferentyears,wedeterminegenerallythatthecenteroftheplasticvortexisEast—West140°W—150°W,South—North30°N—40°N.Accordingtoouralgorithm,wecanmonitoraseaareareasonablyonlybyregularobservationofpartofthespecifiedmeasuringpoint
Intaskthree,weclassifytheplasticintothreetypes,whichissurfacelayerplastic,deeplayerplasticandinterlayerbetweenthetwo.Thenweanalysisthethedegradationmechanismofplasticineachlayer.Finally,wegetthereasonwhythoseplasticfragmentscometoasimilarsize.
Intaskfour,weclassifythesourceofthemarineplasticintothreetypes,thelandaccountingfor80%,fishinggearsaccountingfor10%,boatingaccountingfor10%,andestimatetheoptimizationmodelaccordingtotheduel-targetprincipleofemissionsreductionandmanagement.Finally,wearriveatamorereasonableoptimizationstrategy.
Intaskfive,wefirstanalyzethemechanismoftheformationofthePacificoceantrashvortex,andthusconcludethatthemarinegarbageswirlwillalsoemergeinsouthPacific,southAtlanticandtheIndiaocean.AccordingtotheConcentrationofdiffusiontheory,weestablishthedifferentialpredictionmodelofthefuturemarinegarbagedensity,andpredictthedensityofthegarbageinsouthAtlanticocean.Thenwegetthestabledensityineightmeasuringpoint.
Intasksix,wegettheresultsbythedataoftheannualnationalconsumptionofpolypropyleneplasticpackagingandthedatafittingmethod,andpredicttheenvironmentalbenefitgeneratedbytheprohibitionofpolypropylenetake-awayfoodpackaginginthenextdecade.Bymeansofthismodelandourprediction,eachnationwillreducereleasing1.31milliontonsofplasticgarbageinnextdecade.
Finally,wesubmitareporttoexpedictionleader,summarizeourworkandmakesomefeasiblesuggestionstothepolicy-makers.
Task1:
Definition:
●Potentialshort-termeffectsoftheplastic:
thehazardeffectswillbeshownintheshortterm.
●Potentiallong-termeffectsoftheplastic:
thepotentialeffects,ofwhichhazardsaregreat,willappearafteralongtime.
Theshort-andlong-termeffectsoftheplasticontheoceanenvironment:
Inourdefinition,theshort-termandlong-termeffectsoftheplasticontheoceanenvironmentareasfollows.
Short-termeffects:
1)Theplasticiseatenbymarineanimalsorbirds.
2)Animalsarewrappedbyplastics,suchasfishingnets,whichhurtorevenkillthem.
3)Deadenthewayofthepassingvessels.
Long-termeffects:
1)Enrichmentoftoxinsthroughthefoodchain:
thewasteplasticintheoceanhasnonaturaldegradationintheshort-term,whichwillfirstbebrokendownintotinyfragmentsthroughtheroleoflight,waves,micro-organisms,whilethemolecularstructurehasnotchanged.These"plasticsands",easytobeeatenbyplankton,fishandother,areSeeminglyverysimilartomarinelife’sfood,
causingtheenrichmentanddeliveryoftoxins.
2)Acceleratethegreenhouseeffect:
afteralong-termaccumulationandpollutionofplastics,thewaterbecameturbid,whichwillseriouslyaffectthemarineplants(suchasphytoplanktonandalgae)inphotosynthesis.Alargenumberofplankton’sdeathswouldalsolowertheabilityoftheoceantoabsorbcarbondioxide,intensifyingthegreenhouseeffecttosomeextent.
Tomonitortheimpactofplasticrubbishonthemarineecosystem:
Accordingtotherelevantliterature,weknowthatplasticresinpelletsaccumulatetoxicchemicals,suchasPCBs、DDE,andnonylphenols,andmayserveasatransportmediumandsoureoftoxinstomarineorganismsthatingestthem
.Asitisdifficultfortheplasticgarbageintheoceantocompletedegradationintheshortterm,theplasticresinpelletsinthewaterwillincreaseovertimeandthusabsorbmoretoxins,resultingintheenrichmentoftoxinsandcausingseriousimpactonthemarineecosystem.
Therefore,wetrackthemonitoringoftheconcentrationofPCBs,DDE,andnonylphenolscontainingintheplasticresinpelletsintheseawater,asanindicatortocomparetheextentofpollutionindifferentregionsofthesea,thusreflectingtheimpactofplasticrubbishonecosystem.
Toestablishpollutionindexevaluationmodel:
Forpurposesofcomparison,weunifytheconcentrationindexesofPCBs,DDE,andnonylphenolsinacomprehensiveindex.
Preparations:
1)DataStandardization
2)Determinationoftheindexweight
BecauseJapanhasdoneresearchesonthecontentsofPCBs,DDE,andnonylphenolsintheplasticresinpellets,weillustratethesurveyconductedinJapanesewatersbytheUniversityofTokyobetween1997and1998.
✧TostandardizetheconcentrationindexesofPCBs,DDE,andnonylphenols.WeassumeKasaiSessidePark,KeihinCanal,KugenumaBeach,ShiodaBeachinthesurveyarethefirst,second,third,fourthregion;PCBs,DDE,andnonylphenolsarethefirst,second,thirdindicators.
Thentoestablishthestandardizedmodel:
(
)
where
isthemaximumofthemeasurementofjindicatorinthefourregions.
istheminimumofthemeasurementofjindicatorinthefourregions.
isthemeasurementofjindicatoriniregion.
isthestandardizedvalueofjindicatoriniregion.
Accordingtotheliterature[2],JapaneseobservationaldataisshowninTable1.
Table1.PCBs,DDE,and,nonylphenolsContentsinMarinePolypropylenePlasticResinPellets
PCBs(
)
DDE(
)
nonylphenols(
)
KasaiSessidePark
97.3
2.0
16
KeihinCanal
117
3.1
8.9
KugenumaBeach
43.5
1.6
12
ShiodaBeach
3.97
0.16
0.13
Table1Usingtheestablishedstandardizedmodeltostandardize,wehaveTable2.
Table2.
PCBs(
)
DDE(
)
nonylphenols(
)
KasaiSessidePark
0.826
0.626
1
KeihinCanal
1
1
0.553
KugenumaBeach
0.350
0.490
0.748
ShiodaBeach
0
0
0
InTable2,thethreeindicatorsofShiodaBeachareaareall0,becausethecontentsofPCBs,DDE,andnonylphenolsinPolypropylenePlasticResinPelletsinthisareaaretheleast,while0onlyrelativelyrepresentsthesmallest.Similarly,1indicatesthatinsomeareathevalueofaindicatoristhelargest.
✧TodeterminetheindexweightofPCBs,DDE,andnonylphenols
WeuseAnalyticHierarchyProcess(AHP)todeterminetheweightofthethreeindicatorsinthegeneralpollutionindicator.AHPisaneffectivemethodwhichtransformssemi-qualitativeandsemi-quantitativeproblemsintoquantitativecalculation.Itusesideasofanalysisandsynthesisindecision-making,ideallysuitedformulti-indexcomprehensiveevaluation.
Hierarchyareshowninfigure1.
Fig.1Hierarchyofindexfactors
Thenwedeterminetheweightofeachconcentrationindicatorinthegenerallpollutionindicator,andtheprocessaredescribedasfollows:
Toanalyzetheroleofeachconcentrationindicator,wehaveestablishedamatrixPtostudytherelativeproportion.
Where
representstherelativeimportanceoftheconcentrationindicators
and
.Usuallyweuse1,2,…,9andtheirreciprocalstorepresentdifferentimportance.Thegreaterthenumberis,themoreimportantitis.Similarly,therelativeimportanceof
and
is
(
).
SupposethemaximumeigenvalueofPis
thentheconsistencyindexis
Theaverageconsistencyindexis
thentheconsistencyratiois
ForthematrixPof
if
theconsistencyisthougttobebetter,ofwhicheigenvectorcanbeusedastheweightvector.
WegetthecomparisonmatrixaccodingtotheharmfullevelsofPCBs,DDE,andnonylphenolsandtherequirmentsof
EPAonthemaximumconcentrationofthethreetoxinsinseawaterasfollows:
WegetthemaximumeigenvalueofPbyMATLABcalculation
andthecorrespondingeigenvectorofitis
Coincidenceindicatoris
Forthematrixof
theaveragecoincidenceindicatoris
thenthecoincidenceratiois
Therefore,wedeterminethedegreeofinconsistencyformatrixPwithinthepermissiblerange.
Withtheeigenvectorsof
asweightsvector,wegetthefinalweightvectorbynormalization
.
DefiningtheoveralltargetofpollutionfortheNo
oceanis
amongotherthingsthestandardizedvalueofthreeindicatorsfortheNo
oceanis
andtheweightvectoris
Thenweformthemodelfortheoveralltargetofmarinepollutionassessment
(
)
Bythemodelabove,weobtainedtheValueofthetotalpollutionindexforfourregionsinJapaneseoceaninTable3
Table3.
Ocean
Valueofthetotalpollutionindex
KasaiSessidePark
0.8138
KeihinCanal
0.9268
KugenumaBeach
0.4437
ShiodaBeach
0