RapScoresAttributes > Red Sea Fisheries VAbbreviationECOLOGICALexploitation statusrecruitment variabilitychange in T levelmigratory rangerange collapsesize of fish caughtcatch < maturitydiscarded bycatchspecies caughtprimary productionECONOMICprofitabilityGDP/person (1000s)average wagelimited entrymarketable rightother incomesector employmentownership/ transfermarketsubsidySOCIALsocialisation of fishingNew entrants into the fisheryFishing sectorenvironmental knowledgeeducation levelconflict statusfisher influencefishing incomekin participationTECHNOLOGICALtrip lengthlanding sitespre-sale processingon-board handling, Ice 1.5gearselective gearFADSVessel Sizecatching powergear side effectsETHICALAdjacency & RelianceAlternativesEquity in EntryJust ManagementInfluences in Ethical FormationMitigation of Habitat DestructionMitigation of Ecosystem DepletionIllegal FishingDiscards & wastesEgyptian purse seineEg-PsMackerel, sardine, herring3102111111013103101102121.501202201.5101430211121211Egyptian trawlingEg-Tlizard, threadfine bream, snappers, shrimp3110121.5211013103202102121.511202212110432111120022Egyptian reef associated fisheryEg-Rfgroupers,emperors,31000.5110.511112103201112111111180% handline1001000.5100311122200Sudan artisanal, fin fishSu-Fingroupers,emperors, seabass, makcerel, barrcuda, jacks0100000011101101200110110101110.511.5000.5200311122200Sudan artisanal, shell fishSu-ShellTrochus, black mother of pearl310011100120210220201011000111000000100311122201Sudan IndustrialSu-IndShrimp, lizard, mackerel0100001211run by egyptians00330312100102110202312110302011020012Yemen houriY-HKing fish, indian mackerel, tuna, demersal220211101221210220111.53110.52112drift net, handline0000010.5101311121100Yemen SambukY-SKing fish, indian mackerel, tuna, demersal210211101211310320111.53211211.524101.5010.5301101121110Yemen TrawlersY-Tcuttlefish, demersal2100211212014103102000011.511202102110312211120011Yemen ShrimpY-Shr210011121211410301100001211202112110322221120012Eritrea-hurie Hook and lineE-H h&l010000001220210320011211010121001.5000.5100211122200Eritrea-sambuk Hook and lineE-S h&l01001000.51210210311011301010222101.5000.5200221122200Eritrea-hurie Gill netE-H Gnmackerel02020000.51220210320011211010121001.5000100.5211122201Eritrea-sambuk Gill netE-S Gn02021000.51210210311011301010222101.5000200.5221122201Eritrea-divingE-D010000000220110100101001000030020000000321122200Eritrea-longlineE-Ll010000001200310301210301100201201.5000.5101211121100Eritrea-trawlersE-T010100111200330302200301110203302100402021020002Eritrea-ShrimpE-Shr110000121200220300110301110101201.5100122211120002Saudi Arabia-HandlineSa-Hlcoral trout11001110111011032001.50.5310.50.50.51101001.5010.5200221122200Saudi Arabia-GillnetSa-Gnrabbit fish11011111111011032001.50.5310.50.521100001.5010100221122200Saudi Arabia-TrollingSa-Trolkingfish1.12021010011011030001.51300.50.50.50101001.5110.5200221122200Saudi Arabia-TrapSa-Traplong snouted unicorn11011010111011030001.51300.50.500100001.5020.5100221122200Saudi Arabia-TrawlersSa-TScad1101111211002.51031101.50301121204102100412211120012Saudi Arabia-Purse seineSa-Ps1202111011002.51031101.50301101203102101310211121101Saudi Arabia-ShrimpSa-Shr2100211211002.51021101.50301121203102100312211120002Shark fishery (whole Red Sea)SharkShark2002111211.50.50310200.51113111101.51200.50.50001.51121122211.51Reference fisheries:GOOD1000000000302442000002002202240023020000322444400BAD2422232222040000322240320020004300101443000000022UP3000002222002442322242002220000023001443322440022DOWN4422230000340000000000320002244300120000000004400Anchor Fisheries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ser-entered scoring error limits per attribute:(score is expected to be in interval score-Emin to score+Emax)Emin0.50.30.20.50.50.20.20.20.52Emax0.50.30.20.10.50.20.20.20.50.2DEFAULT 95% probability scoring error limitsset at 20% of full attribute scaleError limit above or below score0.24773712460.26489526030.23937635120.20897580680.25984293220.24345403910.26145580410.21358799930.28094896670.2811276615(assumes 0 mean Normal error distribution)User-entered scoring error limits per attribute AND FISHERY (new May 2003)3BAD4222322220EMIN3.91.91.91.92.91.91.91.91.90.231021111113.91.91.91.92.91.91.91.91.90.23110121.52113.91.91.91.92.91.91.91.91.90.231000.5110.5113.91.91.91.92.91.91.91.91.90.201000000113.91.91.91.92.91.91.91.91.90.231001110013.91.91.91.92.91.91.91.91.90.201000012113.91.91.91.92.91.91.91.91.90.222021110123.91.91.91.92.91.91.91.91.90.221021110123.91.91.91.92.91.91.91.91.90.221002112123.91.91.91.92.91.91.91.91.90.221001112123.91.91.91.92.91.91.91.91.90.201000000123.91.91.91.92.91.91.91.91.90.201001000.5123.91.91.91.92.91.91.91.91.90.202020000.5123.91.91.91.92.91.91.91.91.90.202021000.5123.91.91.91.92.91.91.91.91.90.201000000023.91.91.91.92.91.91.91.91.90.201000000123.91.91.91.92.91.91.91.91.90.201010011123.91.91.91.92.91.91.91.91.90.211000012123.91.91.91.92.91.91.91.91.90.211001110113.91.91.91.92.91.91.91.91.90.211011111113.91.91.91.92.91.91.91.91.90.212021010013.91.91.91.92.91.91.91.91.90.211011010113.91.91.91.92.91.91.91.91.90.211011112113.91.91.91.92.91.91.91.91.90.212021110113.91.91.91.92.91.91.91.91.90.221002112113.91.91.91.92.91.91.91.91.90.22002111211.5EMAX0.10.20.20.20.20.20.20.20.22.90.10.20.20.20.20.20.20.20.22.90.10.20.20.20.20.20.20.20.22.90.10.20.20.20.20.20.20.20.22.90.10.20.20.20.20.20.20.20.22.90.10.20.20.20.20.20.20.20.22.90.10.20.20.20.20.20.20.20.22.90.10.20.20.20.20.20.20.20.22.90.10.20.20.20.20.20.20.20.22.90.10.20.20.20.20.20.20.20.22.90.10.20.20.20.20.20.20.20.22.90.10.20.20.20.20.20.20.20.22.90.10.20.20.20.20.20.20.20.22.90.10.20.20.20.20.20.20.20.22.90.10.20.20.20.20.20.20.20.22.90.10.20.20.20.20.20.20.20.22.90.10.20.20.20.20.20.20.20.22.90.10.20.20.20.20.20.20.20.22.90.10.20.20.20.20.20.20.20.22.90.10.20.20.20.20.20.20.20.22.90.10.20.20.20.20.20.20.20.22.90.10.20.20.20.20.20.20.20.22.90.10.20.20.20.20.20.20.20.22.90.10.20.20.20.20.20.20.20.22.90.10.20.20.20.20.20.20.20.22.90.10.20.20.20.20.20.20.20.22.9

RapAnalysis2D MDS ResultsRotated& Flipped & Scaled-0.2571974993-0.1156138778-0.277374208-0.050800342151.87465667720.5293695927-0.6851006746-0.0077952994-0.66711324450.156152442142.32849502565.68157243730.04278616980.07662274690.05985738710.064177833560.13471984863.39181423190.88839197160.57438296080.99991458650.345437288383.160232543910.39392185210.3198676407-0.1697941720.2700231671-0.241314828465.2824630737-4.21359252930.22785915430.76228994130.40342524650.685750544168.549980163618.8662052155-0.065378204-0.4631408453-0.1741629094-0.434097975554.4026870728-9.0130338669-0.0659780204-0.2205284089-0.1167671159-0.198371663755.8085250854-3.1444993019-0.2643879950.0366437808-0.2479705960.09876412952.59486389164.2528586388-0.13912874460.0966279432-0.11200595650.127076476855.92514419564.95771026610.98786520960.37817454341.04961669450.13114219984.37762451175.05892848970.64296579360.29240107540.69421285390.130276277775.6724548345.03737115860.7954027653-0.15061521530.7363632917-0.336332559676.7048797607-6.57911062240.5244599581-0.26359459760.4462715983-0.381289899369.5994491577-7.69834852221.3006582260.16671191161.3028125763-0.148943126290.5793380737-1.91394865510.98831552270.37843453881.05011618140.13128708384.38985443125.06253576280.28147515650.28255867960.3408440650.207106262467.01713562016.95009565350.29727303980.42527630930.39029017090.341913431968.228256225610.30619335170.05662911390.20744754370.10456306490.187903985461.22972869876.4720444679-0.15649397670.1143025234-0.12464425710.148388817955.61558532715.48829269410.4426309466-0.47419407960.3164855242-0.566232323666.420501709-12.30259132390.16103547810.15048511330.19233176110.107641480963.37951278694.473865509-0.2621187270.2029257268-0.20602986220.259685903853.62214660648.2590942383-0.1395118833-0.2030311376-0.1839889586-0.163808628954.1620140076-2.2840332985-0.31471574310.1791699082-0.26278001070.249187722852.23212432867.9977359772-0.350032270.2421947867-0.28201192620.318826258251.76106262219.7314252853GOOD1.65575718880.33327689771.6874277592-0.07206396761000BAD-2.3086266518-0.6423802972-2.3952486515-0.072064362500.6929004788UP-0.80045658351.7684451342-0.35465022921.908494710949.98188018850DOWN0.4699961543-2.0555281639-0.0348412767-2.108288049757.815196991-50ANCHORS:1.32446289061.00981831551.52740871910.664046168396.080535888719.01877403260.80587857961.52521336081.14701652531.288436651286.763313293534.56331634520.41858035331.7227610350.81814903021.572815060678.70811462441.6430702209-0.2072293461.82635343070.23522742091.82295882764.4301910447.8705368042-1.40775930881.5174623728-1.00433540341.809913992934.068660736147.5457801819-1.71750867371.2071835995-1.37925875191.58264756224.88538932841.8878555298-2.17103981970.7593834996-1.92666220661.256204724311.477433204733.7608833313-2.23056221010.0715611428-2.14883184430.60253608236.035668373117.4874477386-1.9827932119-1.2704091072-2.2289390564-0.75976264484.0735435486-16.4277229309-1.4239593744-1.8293485641-1.8198695183-1.436054229714.0931844711-33.2643737793-0.9579979181-2.0598204136-1.4224859476-1.771201372123.826593399-41.6080436707-0.224541381-2.1665394306-0.7357844114-2.050105810240.6464805603-48.55152130131.0068032742-1.67652988430.5769833326-1.868554472972.8010635376-44.03170013431.3026821613-1.3887026310.933072865-1.659774303481.5230331421-38.83400726321.5032291412-0.8756288291.250420928-1.209492087489.2960662842-27.62398338321.6875127554-0.27491453291.57292068-0.67022234297.1952972412-14.1985692978Stress =0.1983135492IterationStressDeltaSquared Correlation (RSQ) =0.906898081310.2645832002899999982852417500000Number of iterations =320.26166799660.0029152036Memory needed (words) =1329230.2617810965-0.0001130998Rotation angle (degrees) =13.82604599Return value ierr = 0no errorsRAPFISH PARAMETERS USED FOR THIS ANALYSIS# fisheries =26# reference fisheries =4# anchor fisheries =16Row# of 1st fishery =2Row# of GOOD fishery =30Row# of BAD fishery =31Row# of UP fishery =32Row# of DOWN fishery =33Column letter with fisheries names =ARow# of 1st anchor fishery =34# attributes =10Column letter of 1st attribute =D

RapAnalysis

Real FisheriesReference anchorsAnchorsFisheries StatusOther Distingishing FeaturesRAPFISH OrdinationDownUpBadGood

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LeverageAttributes1

Fisheries SustainabilityOther Distinguishing FeaturesLeveraging Scatter - remove 1 attribute each run

MonteCarloexploitation statusrecruitment variabilitychange in T levelmigratory rangerange collapsesize of fish caughtcatch < maturitydiscarded bycatchspecies caughtprimary production

AttributeRoot Mean Square Change % in Ordination when Selected Attribute Removed (on Status scale 0 to 100)Leverage of Attributes

51.444347381643.035453796459.093975067182.118324279865.617164611868.984397888253.709800720255.090309143152.501388549855.210643768384.462486267172.384384155373.078598022565.363708496187.522415161182.437400817966.180740356466.530082702660.800674438556.176166534463.946743011561.753650665353.493904113855.073394775454.108604431252.707649231100049.951847076457.582710266196.050941467386.632751464878.607589721764.264526367234.236206054724.897987365711.64223575595.75585031513.836730241813.992144584723.621801376340.384887695372.532791137781.426826477189.28403472997.120338439953.796894073542.582450866758.762523651180.134819030864.353942871168.932174682655.792060852155.384838104253.34100341855.080135345581.393295288172.784233093374.532516479570.196563720789.08011627281.053359985466.70616149966.238769531261.146453857454.465526580864.615592956562.593093872154.456340789854.061565399252.716648101852.1338882446100049.884395599457.789337158296.235374450786.872459411678.776756286664.442115783734.006210327124.861049652111.60898971565.87601137164.340629577614.403242111223.941743850740.557624816972.801879882881.544059753489.410026550397.315444946351.986007690443.683700561559.567081451480.072494506863.481285095267.925224304254.476116180455.21147918753.025527954155.04978561481.71625518875.541671752976.434852600167.461204528887.374267578180.985740661666.648658752468.548004150459.517223358255.462036132866.165283203162.244651794452.946853637753.571781158450.899116516152.553237915100049.912204742457.729164123596.060577392686.710639953678.719551086464.418342590333.896907806424.851240158111.60642814645.82506656654.335561752314.438778877323.989480972340.588298797672.855033874581.530555725189.344535827697.179695129451.417358398444.503196716359.379081726181.600929260365.531120300366.645256042554.159416198753.890384674152.27177429257.436386108482.599021911672.920898437573.009605407770.704063415591.019134521581.652854919467.906074523967.801673889259.094192504955.11004257266.586296081562.953559875554.327415466353.319446563753.181644439750.6545982361100049.836109161457.839347839496.087577819886.591728210478.621231079164.30252075234.003387451224.755556106611.53605365755.85670518884.071662902814.180246353123.906425476140.814678192172.764060974181.587799072389.352218627997.207153320350.973548889244.039157867461.272396087680.172599792562.580944061368.141021728553.421684265154.246944427550.471904754654.884403228885.130386352574.13277435372.719886779870.382942199786.974418640184.045257568466.95341491768.929321289161.605739593554.917686462464.577941894561.969142913852.40882110652.098678588953.216327667251.9059028625100049.819774627757.607780456596.05863189786.638748168978.610420227164.374305725133.874156951924.599493026711.3999748235.8652343754.161606311814.409295082123.961429595940.471187591672.690261840881.517204284789.214447021597.180839538651.385643005442.960472106959.992088317981.448997497666.041023254467.506034851155.015594482455.310619354253.825401306255.003746032782.557136535672.040031433175.95587158269.069404602187.727294921981.733535766664.627983093368.138015747160.003982543954.593715667766.527397155862.274238586453.244625091654.822532653852.523086547953.8234138489100049.705780029357.791481018195.852767944386.492355346778.456855773964.188522338933.846477508524.774126052911.5106821065.9049177174.147798538214.431569099424.138832092340.795318603572.594528198281.295944213989.213562011797.193786621152.757637023940.00611114559.396301269583.189270019562.745960235668.073104858454.639934539854.522853851354.021011352554.128513336281.68670654374.948272705177.958755493269.632553100689.59548950283.461448669465.673385620168.452697753960.33103561455.896713256864.627510070865.150245666553.686534881655.905624389651.665042877252.7555885315100049.85214233457.768562316995.99837493986.787849426378.683601379464.346336364733.872138977124.751518249511.51746654516.06488418583.914408683814.121911048923.670722961440.521404266472.674186706581.29658508389.207878112897.153350830149.661735534741.331069946359.541915893679.819702148465.756782531767.669166564953.147796630954.240974426351.325218200756.854835510383.117820739774.868751525974.176635742268.624198913689.722480773983.23075866764.628097534267.644966125561.269706726154.704521179266.396080017163.623996734653.222461700454.533309936551.654270172148.8799552917100049.835258483957.657653808695.901405334586.587699890178.466529846264.135826110833.857063293524.850009918211.73359298716.01752662663.950105190314.371977806124.178962707540.791286468572.704292297481.492103576789.313385009897.185241699251.920005798343.264900207562.25061798182.216026306264.623535156265.620285034254.108772277855.272048950252.311107635554.749568939280.54275512773.532752990776.037948608463.994171142688.111900329679.136192321866.902679443467.208930969261.928867340155.468959808366.170783996661.952526092552.200538635353.400123596252.809257507350.6649742126100049.711017608657.490352630696.040664672986.670448303278.494575500564.10659027133.893806457524.6443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10.55290985110.1793098450.44078183170.61942958830.31066894530.47422409060.51932811740.93060445790.49225997920.51384735110.57049894330.44363069530.76268005370.82370758061.09389495851.09986877440.5725173950.5697326660.83004069330.33352422710.57923889160.59742736820.46479415890.59018516540.31238174440.44961547850.71462440490.71969890590.40724945070.36871719360.25959038730.44997668270.771358490.74949264530.91007566450.73079252241.17063903810.21827697750.46737861630.51604223250.67759704590.57136535640.37706565860.76088666920.68019866940.65579986571.49358558650.43301796911.58033752441.06155395510.78023767470.39514732361.30887603760.53987884520.33632946010.73086023330.85411834720.49870300290.51207196711.07955551150.79335784910.6894149780.43449497221.17106533050.56948852540.74473571780.66392040250.42957305910.59274291990.55339050291.21227931980.64580917360.42584991460.53195190430.29389095310.45953845980.3743324280.46141815190.66038227080.57028436660.6430816651.12548828120.25666809081.11122512820.48880386350.62395095830.56894302370.63612771030.33108139040.40859985350.48236179350.61740303040.93909072880.26575469970.52958381180.27490162850.50293350220.64540863041.06499862670.68099498750.32975387571.01493835450.47900962830.36283302310000000.02363628150.01165288690.03364562990.0436553955000.02179336550.0708465576000.02894592290.0602569580.03605461120.01601409910.04753112790.05156707760.02833175660.03236770630.07601165770.05835723880.03805541990.03085327150.07275390620.03962707520.01165008540.00603103640.09734344480.03188705440.04584884640.01609039310.05311012270.07171058650.05436325070.04357910160.09389781950.04437541960.03965377810.03669738770.055955410.05094480510.06183433530.03994560240.09241151810.06002426150.07167434690.08632850650.08954238890.15538883210.13333511350.02675247190.09235763550.05479812620.04029846190.079700470.0821571350.04947662350.02837371830.0289688110.07005310060.09429931640.07750320430.0447578430.06784057620.05817413330.03788757320.05471420290.04676055910.03344726560.03209304810.04850769040.01856231690.03479003910.05300045010.0264158249

Fisheries StatusOther Distingishing FeaturesRapfish Ordination Monte Carlo (Median with 95%Confidence Interval Error Bars)

10.55707931520.22489547730.56912970540.64550256730.65526580810.73802566530.76577520371.08622932430.59578704830.6176033020.59740495680.53683137891.12201690670.86148834231.34908199311.35507106780.69145965580.76095199581.05048012730.45162534710.63498687740.72029113770.61854934690.61030006410.31669998170.62876892090.81954336170.94213581090.53359222410.45752716060.59643101690.68350481991.02989578250.8352317810.99054241180.7616190911.32009506230.26431655880.77189159390.59234905240.85974884030.79506683350.59558677671.39433097840.75971984860.68020629881.54190683360.62544727331.62113952641.10037231450.79057455060.40029764181.58929443360.58205413820.53808975220.73245477681.10723876950.62669372560.56622254851.35470843321.02404785160.70386505130.78352546691.79079246520.5937881470.9280624390.66892719270.72285890580.78347015380.67884826661.6825599670.68358421330.54910278320.71662139890.47370433810.66220617290.55774307250.51632690430.71053314210.60430812840.76847076421.13740539550.58592605591.18507099150.64301300050.64056777950.6829700470.76493000980.45845413210.59692764280.66021728520.65069723130.97529983520.2747726440.73388528820.60067200660.52898788450.65343856811.22508335110.68343162540.39863586431.05947875980.94791889190.37082862850000000.02703791860.02044111490.04250335690.074760437000.04044342040.0926094055000.04237365720.06808471680.04911041260.02600288390.0476684570.07872009280.03534698490.05567550660.07917022710.06276702880.03977966310.04239654540.07543945310.07294464110.02825546260.0147056580.09947204590.03390502930.04958343510.01718139650.07588386540.07218551640.06851196290.04458999630.11254119870.06231689450.04536819460.04305267330.05982875820.07712411880.10846710210.04434013370.10010385510.09348011020.07586479190.10015487670.09467792510.16781425480.14342498780.02784347530.0998172760.05601120.04900360110.09156036380.10552215580.04964828490.03377151490.04346466060.07379913330.09573364260.0789184570.05037689210.08119201660.07936096190.04290771480.05601882930.05988311770.03694915770.03614616390.05239868160.03028106690.0404357910.05765151980.0670661926

Fisheries StatusOther Distingishing FeaturesRapfish Monte Carlo Ordination (Median with Inter-quartile Error Bars - 50% of scatter)

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Fisheries StatusOther Distingishing FeaturesRapfish Ordination - Monte Carlo Scatter Plot