Technical Annual Status Report (Stage 2) for the CLRTAP Inventory Review: Synthesis and Assessment Country report

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TIME SERIES

Party: TR      Submission year: 2026

The aim of this test is to identify instances of dips, jumps, and sudden changes in time series data reported by countries. The analysis was limited to data provided in NFR02, NFR09, NFR14 and NFR19 reporting format. Only data reported for at least three years were considered. Years where only NFR02 or NFR09 sectors were available have been converted to NFR14/NFR19. Only the converted sectors are in the time series analysis.

The table below shows data, where outliers in the time series were identified based on the following methodology: Reported time series data were log 10-transformed prior to analysis to reduce intra-series variability and improve general time series linearity. A linear regression was subsequently applied to the log-transformed values for each time series.

An individual value within the time series was identified as a dip/jump if the respective residual value (regression forecast value - reported value) is more than 2 standard deviations from the mean of all residuals in the time series. Only time series where the flagged data value contributed a significant fraction (>3%) of the national total for the given year are included in this dataset for expert review.

Time series where sigma grow largely (i.e. more than 20% of the time series mean value) because of extreme variation in the emission data are also flagged. Zero values indicate small numbers rounded to zero.

The test was performed for the following time series (if data was available):
Main pollutants: 1990 – 2024
HMs and POPs: 1990 - 2024
PMs: 2000 - 2024

If there is a number and a notation key reported, the difference is the number.

Color Key

 

Indicates a dip in the time series data

 

Indicates a jump in the time series data

 

Indicates time series data with large sigma


MAIN (Unit = Mg)
19901991199219931994199519961997199819992000200120022003200420052006200720082009201020112012201320142015201620172018201920202021202220232024
NOx1A2a1276112995129521282816915177281966119726178041769913659173531647612984128691290612587196222436022575293773165231084317743155032929352623908937640358013694438412347443566337150
NOx1A2c494049925705554757276639654265945513490646466928617653208641631552982581117729482261553863165115496693509741841111749106161120714186122841025510630
NOx1A3aii(ii)2247254426983599401366687353776479846915746581122619653911739987610896145411262212423157471765418822214912411425610252072611827177273911402619753245045728093820
NOx1A3bi    25129422737925273130675736864429314416485384509249341191729136755113148103620893368055785762767036957360684544894980048122459822931426665312743660536028338072829428623
NOx1A3bii    5111543873565008042193508137148707182256600415371451837519215113547362442353762634143328032535324917221152397322695137141244816197204491942177431669416637
NOx1A3biii    469257429161510012618433668873912595397714954733564713045197466456483526012725042844313093249572743122410262168721891301709411584701476699125983888929247747978109609457223271463
NOx1A3dii110131174713820143711347915730151421511115706142351347417275177451923126486280203155134435332343508236142479553544826534288151264531792625826465264652750224669248762315024120
NMVOC1A3bi    257938233391259412314868378390142334274973946752557951964991234098223869549103955908451158445993796033056293212635025011230311423313175127351455514996191512102421827
NMVOC1A3biii    4390140017471995697062204726651856474753312527365512754102734806664930114232821980117408157531406112779118801117572666647648755626092382951135058
NMVOC1A3bv    616725737464274775929098613538101468958626857457465388603033328401236382571924026223202095619993192231864118398181391353813420143841676417244165432002122268
NMVOC2D3d720407346474891763147774379183806408211083564849659620065875801889478810649692117885228966190843921709364594917960649738698692100020101384102648104164105626106210107564108325108443108990
NMVOC2H26807269417707667211173460748227619877587789618445887697795148425680857812167713670811740586692581913849158413485264855698650285448874468834589423904639087891841923829246692855
SOx1A2c17857108279852778799051340810916108811370310516705912162998058751023255104844151673414623264502356422617240052328722917223471553527258249152597625635306302438816540
SOx1A2e6907173573580455545638834396444812048768566295806054454587825133947198382394301036186265214171632063233385032683317163024649360491294480443786396035304659851742736189969450
NH33B1b394704322143765440594407945228454784278742329422764248242624401205156962195660386901771944737667206277919853979713010137510069299847102635117750127952132981134909135001128280121808127067
NH35D18213983530854698685988255907569109888964885409030491914806128130480932755857282264074632096239859643552175268149889466824369540013363593446834361361113571427126177902390018407
CO1A3aii(ii)1222138414681958218336284000422443443762406244131425355863875373592879126867675985899633102211153918391375513592141171467314962793011169138463262053051
CO1A3bi    3693614334209637147174508827541845520339961216585651653366995128258271795611140743212009711015583863846738325637486544784475109421655379017356538328320203399188537183909185249182396167768173809178199
CO1A3bii    1820001528781996802918363355624450231374130115722477820605420978020927719458117239215312113051411573710339493206854657887873882694304450242102527647839277579671716801568288
CO1A3biii    1196451092491293641565221700552627513939712779490715764771715241487851375571156579915975420638625615251477449894072837959356292627523723221761878719389143361723417019
CO1A3biv    145764134114146913178091199916408041525971189549933592352820747790978898721146676261864574685418451342483734607044066426274080440174362483853639738408824892858044

PM (Unit = Mg)
2000200120022003200420052006200720082009201020112012201320142015201620172018201920202021202220232024
PM101A3bii13309122248250535653565022474643444018341630672688243222342921193418161231111139712851231157116221622
PM101A3biii227712088314887292402924025369234791971916887127311066892718346736726376188577557753092349329393055285635473498
PM102B10a18706161401873217618178031687120749200401922119297211662239022020209922071917604148501568421890291193292331732245612660128624

HM (Unit = g)
19901991199219931994199519961997199819992000200120022003200420052006200720082009201020112012201320142015201620172018201920202021202220232024
Pb1A3bi         232942232522308232941481021943932030811849712247261670862114072194952044761739281555481422481572191514959564383879105665116516112967853420958631963651
Pb1A3bii    8162872572120800133586144439105362291572926510536222347211841613882019208915844516121114050012844311589987916825247155475794709044188137445502956871464764623451680885674104
Pb1A3biii    598585547289859556846770835917462145137535137519462145786316845081815989908821774718647448485058411439364832331310283006254085236151249622630328534420160163162770155113104109313995261358470
Pb1A3bvi    7963445722328685230921054502511827659735667348505446797356673678604314969422135642621292417711033288971960884005337601000679583558838115164997463739646547564647905724816062085773112573349031833392352720000  
Pb1A3dii286883060036000374363511140976394433936440914370803510045000462245009468994729908218889700865719138694147124920180069120750603294082806840068940689407164064260642606000062820
Pb5C1biii103126104875106617108351110080111799113511115215116866118549120211830011116561878571581951265348804614467020129413811574773764527813290168102204136680171360171360936761075771402602217382380582700001357535
Pb5C21737991837911899241924501812201660501795802562501582601574691467551410409061010619041820895811012706876197990507385494036039430502478916401669141001105025136761780023123567 2
PbNATIONALTOTAL349424363051380624391662902862582229949899076120032511318956883268646065055726318272097837261016491190151082331458937412613200112053209634281871893978760676765910603043954417625456301545731784407207202942376900542244104115837576327636235904682625
PbNTCOMPL(NECD)349424363051380624391662902862582229949899076120032511318956883268646065055726318272097837261016491190151082331458937412613200112053209634281871893978760676765910603043954417625456301545731784407207202942376900542244104115837576327636235904682625
PbNTCOMPLIANCE349424363051380624391662902862582229949899076120032511318956883268646065055726318272097837261016491190151082331458937412613200112053209634281871893978760676765910603043954417625456301545731784407207202942376900542244104115837576327636235904682625
Cd1A3bi    8420776193220232163421780254682232522308905295490259696604067129063440585116238363771572344847542999389184338441062254682240226200280332682037162665826858
Cd1A3bii    209301819522345248972661910183291572926527789358922121425268468592884038161338273085627603218502018217743180471687310183922412163175341678427221670316554
Cd1A3biii    100562919441443981422501404271058951375351375197764013209414196613707915268213014610877181490691226129255660475454268639673419361058958978326907273452605941232848727659
Cd1A3biv    2918268576575070619135144392141563575698278010252648252323822318225721482086203419541913187317841868189730927203216
Cd1A3dii3188340040004160390145534383437445464120390050005136556676668110913299679619101541046113880200768083403660920760076607660796071407140100006980
Cd2C7a207312287249272217232254252252285261213202382305289197418 275337390394447499508587939921868561000120091059
Cd5C1biii47013147810648604749395350183450967351747752524753277054044654802037838650902085640672118457684840138865952591766262964134087634853335619041106046593062310078120078120042705349042263942110108651085265 175166
Cd5C247013147810648604749395350183450967351747752524753277054044654802037838650902085640672118457684840138865952591766262964134087634853335619041106046593062310078120078120042705349042263942110108651085265 0
CdNATIONALTOTAL94571796206397844799460312547891248140127001212947731315701126281113405489981941257038197511517431891449081114657416042052099260148978589539589297987015696878710655361376842168862217477971015263107255313801082679279220391285348259556
CdNTCOMPL(NECD)94571796206397844799460312547891248140127001212947731315701126281113405489981941257038197511517431891449081114657416042052099260148978589539589297987015696878710655361376842168862217477971015263107255313801082679279220391285348259556
CdNTCOMPLIANCE94571796206397844799460312547891248140127001212947731315701126281113405489981941257038197511517431891449081114657416042052099260148978589539589297987015696878710655361376842168862217477971015263107255313801082679279220391285348259556
Hg1A3dii3188340040004160390145534383437445464120390050005136556676668110913299679619101541046113880200768083403660920760076607660796071407140100006980
HgNATIONALTOTAL647956603267751690486991871636725187359774706752887604655324724641179011027718464063731982981313689458058203629255092265176731698838210613111369367670754039466614172415123613828952986
HgNTCOMPL(NECD)647956603267751690486991871636725187359774706752887604655324724641179011027718464063731982981313689458058203629255092265176731698838210613111369367670754039466614172415123613828952986
HgNTCOMPLIANCE647956603267751690486991871636725187359774706752887604655324724641179011027718464063731982981313689458058203629255092265176731698838210613111369367670754039466614172415123613828952986