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

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TIME SERIES

Party: BE      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
NOx2C152615340460565005776505851695552515848005455420849184683518750565706493145483361517450104338418342424178445842103993398634554751459040084090
NMVOC2D3a2009120360206332091321166227392284322968230812319623727238542401224171243302488025202255512576825978261862645226655268072665226512235032343422808233983140727645235092468124310
NMVOCNTCOMPL(NECD)3556483502133435423358563188693095633017782896472809942662732410352351732203642097881991361600061891751798681723021603311595011485341456161420741350651341251299091283071262591254969178890393823168231880592
SOx1A2c18171238142247121264128489652494550764388374837825501320725412728254420792014174111538591362970288305394408377406421335336294221230
SOx1A2e1603517715209292106412499109109427591379986530550159537061544348864311314728902299126212831262113082460342530927020623093121320243176
SOx1B2c24706085882472252582697201228621494152516551863144917861696118530422707209114361791110716281485152718021563202810211824864542
SOx2A143344365446644994600468643354868448344804946443553145669478352374892625345014448472546883928319931532904279222702482294025112510254524442624
SOx2B10a173901572713167111949363897784649133928680437633684470244383403145704137540841452308320033292466245423442462260527912585253022732191200714971551
SOx2C11062810978944189659294858476686207628068258058613066456017661863695678592357143841500753605807602654214698560952106318587035433996397345694967
SOx2C7c72696845447848904647370138942604272731763609369733023273369832412809346131001224192321252413247230292888272922922092198716091392129813551437
CO1A3ai(ii)130513701334144215361808235533185860742296801129114012186101850713335170861517423958325624023244935353872227125304295534411840360861251633758244362529584778839839
CO2A2196821369512113124311405112282106611237312717148843410633651392983668517462365813360517195256051920836796267531516170365266731547148312591303128610539321077748657

PM (Unit = Mg)
2000200120022003200420052006200720082009201020112012201320142015201620172018201920202021202220232024
PM2.51A1a124874410467268346345047136055225544383292942573152541842241766366102182162
PM2.51A3bvi1252129113171353141513801421147014911494148814811434141014501522154415121515150012741410144114831498
PM2.51A3bvi(fu)1144116711871197122112281252128312421237125212601265125212731289131213311342135710951218127313191300
PM2.51A3bvii547563574589617604623647654651649645622614631661668657661655570640655676686
PM2.51A3bvii(fu)504514522526536539551567547541548550549546555561568579587595492551575594590
PM2.52A5b559537518503512524546488367306970391396395411376391389477485492535470436407
PM2.52A5c667667667667667667667667667667667667667667667667667668668668668670670668668
PM2.52C1669559675331531353864611507936233734772135610929356167911040955602450519476495380301184
PM2.55E625626629632635638642647652659668672732750580722695831722951920695782789794
PM101A1a2518158321781738178712329719977847066805113843612943883292272652087881122208181
PM101A3bvi2433250825582625274326712746283828802892287928662776272828062944298629192921288824422690274628202842
PM101A3bvi(fu)2221226323022319236523762419247323992393242224382448242124612493253725682586261020972326242925132469
PM101A3bvii1013104310641091114311181153119812111206120311941152113711681223123712171223121310551185121312521271
PM101A3bvii(fu)934952967974993999102110501012100110151019101710111027103810521072108611039111021106411011093
PM102A5b5595537251765025511652385456488136713059970439063961395241113760391438854772485149175348469643624074
PM102A5c1958195819581958195819581958195819661965196619621960196119631962197219751978197919772011201519791977
PM102C1935584057311742574506364674447334922959163113001186773102013151205808638696633663549411339
PM105E625626629632635638642647652659669673732750580722695831722951920695782789794
TSP1A3bvi3089318632513339349234043504362536763686367036523537347835773753380837283735369631383472354836503686
TSP1A3bvi(fu)2823287829292953301230303087316230643051308831083120308731393179323632823309334326973000313432473198
TSP1A3bvii2026208621272182228622362307239624222412240523882303227423362447247324332447242721102370242625042542
TSP1A3bvii(fu)1868190319351948198519982041210020242002202920372035202220542077210421452172220618212041212922012185
TSP2A5b18669179351728816790170911749918228163021224910206324481303713222131931372612549130661297015928161861640817848156711455613591
TSP2A5c3834383438343834383438343834383438463845384638393836383938423840385638613863386438773922393038733871
TSP2L56531111   00907756787133620552121163520231957194023852012
BC1A3bvi279288295303318311321333337337335333323318327343348343345342294328337348353
BC1A3bvi(fu)256261266269275277283291281279283284285282287291296302306310253283297308305

HM (Unit = g)
19901991199219931994199519961997199819992000200120022003200420052006200720082009201020112012201320142015201620172018201920202021202220232024
Pb1A1a3753660733330914433920513365562322527494698926796811589836930309551209547146135312353631069938107536911958481312335745833557041596711867012457182527232440664271124252734213901311321236538268874287275230582170852205206200241157388
Pb1A2a1428361165296915811261535560147307411391741133349111942311644109936461106695817479119990371620886182282671661498482707381766080005512668481229790113240310337941016613951373960727217122154377148124143718141295144130143316134457
Pb1A3bi1075665791028557771025189768868551881233409777414777312078866565467658681085915435247446754605026437477944031974017671564585207749123450553842370336193507344135373700382038414019422234304031438946254857
Pb1A3bi(fu)9409424191058791842612437338273665666365607894535739158554478809530113424779610038821993678577343042733224173103529479244222138639351543078301229662973291329433007314932843398354727773232358338853901
Pb1A3bvi(fu)68517847165239728307372189217621501769368678095138039819831871086002678678810882620889612569011461917459891904559329788949871892474129265933936898094418379483582936639995183289638037980746598786839904751996070379044928684678905581293403519103657
Pb1A4bi2182742253647523285262278270150608014932041712084144469512825891193818104153111239779430129913699478429487139500479100501091324123791910358888157348878321020580773630826188837678782762762987725857660239804592740003757189752198
Pb2A24613094339924192164194214397554473934315544305944540504638224433304259624411574188201724551159303852594413451656471067692346883950376964887682101231443558881126761554736663795295676938293052493231190
Pb2A3320236727307873151561161209216677680183756861782846817539230153043112685781051731118168914644691621794189689513947621030716266050824403611740437499110376199335460363681399847341577368829290107270194270889270273352182340735240552255669
Pb2C1393133523811691134292724274912822625428829450937628498299319297950419597716358846608931744159848536765405248550761871850509407395190908540500028535129651435061421665163147795471584390812928714111736131622593615325878145183372459141431504120891721373990170443315986491981815
Pb2C7c3117333427585598374237154126640220286000335448783108210930531483173304082071757910611914101286619989858865220585727219589761426028346693362709924224917325067242470129192189920550972095898282421520810812010131230681621349122680402201389016897561674296501211
Pb2G1664244166404716634931662771166322416643391766212183048916392571784995147038710739527562056854472814794480387129171079493147443318130051846187183272115538281297371968205867120751189696160621493680609618125418593486768484144445477
Pb2I   1102 1088749 180491 1217134115470411210008562544570358070292861943231022019465531664413191700081500024600013185010500094500180004739047390473904739047390473905539058390
Pb5C1a15828485149715661002557031713116926928712515850584443539717323112651225004813911620021512580015375816016378561484310613767164887791397128327828751507206637581668107039171139
Cd1A1a12495291146480139322534571834418541498077388628234427224510728215007896442151499161071198197127152845731051672484001146551309771363001094628426856690711188329393955126269102910114456100059908519523685733
Cd1A1b110001100011000110001100010988130051400832508174661098410939667710034888652989909114474792719334673777741739328413732439375354213872644256447443828538285382354388042915
Cd1A2c33830361543327630625291862933317577148311944016740667876693858838582736134662377600955612459139589756370169378595415336959621589199442275054358664483275498761322562055754961396
Cd1A3bvi(fu)2965231036315793140633110334583398334959362133747037830385043912139370401094022840887417064054140544410084130941484409954166942197429424334643536438503498238586402624158440670
Cd1A4bi147492165907176800179299172982176586204329170563170206164088158013174125156772190927206953216426233254232836275588298636350441253451303560348957252029298404334384313602309217304393278250343282318287331348330519
Cd1B2aiv     1951952923933302200962276742335632330842325834155259229364694487537949345802305340756391224490944227403914077436545441303544141076195572199122619
Cd2A1434674380145480411034139540993376493777537192366873341126711242482995258218221102833213803114575023443172709197114371351552569752815714389179041341269886147051609112962
Cd2A3353383188132976328943388154368094780433898135659584663756767962880403999131440121355711232701487601438181156441078406851271448664007869771874749955749151051401934204647558479494246340614
Cd2C163604558798353636046615346750550347162762870768559413261548190902460621681979782749611473626697368956267587768756032970855522614179581950871837461373574661604985082402526000411483763350431824576789815163039
Cd2C7c228310822936363108551359202717300002358095118696519452624578075809422900663865502321152478981962592595641162841108465532052462490395698665673532626329693137680945841074430582575768334397304822711823583
Cd5C1a806527780426572911951727888427175136165326199926109347080539021409670412173169236186853098189266214840593671124143081784528331091271371370
Cd5C1biv              102129213761203366180456277174217803434542413788446446994543456745684441386741894961390536643715
CdNATIONALTOTAL60295745841499661638054516463870444490520040381664199393226928122310312593793230646723897932493821301247023970422524179230154726567451773483198394817046731497971148800412728131654390259379613653951214633120209511113121196237107468511317171190569
CdNTCOMPL(NECD)60256805838787661271954476703866339490104040337664194973226483522271812589609230166223847652487848300536823916262518128229482026480431764425197564016968931491981148235312665131646274258579113591511208608119698411051151189746106906611264021184080
CdNTCOMPLIANCE60256805838787661271954476703866339490104040337664194973226483522271812589609230166223847652487848300536823916262518128229482026480431764425197564016968931491981148235312665131646274258579113591511208608119698411051151189746106906611264021184080
Hg1A1a2450685229997424798391087601967942110079293639910821478515074450555572205037201347160129315998420720232999108233190357629220576260392137462993651466061127051536151076511405389847710308092602775717966911908972514
Hg1A2c3746359305417843933536539322032241518794189261229769796686776265360838642276526764349616806575163987682007182470472656666708269288625545909863127573436448069306642265905162698
Hg1A2gviii151711471113203116021079010228616531218213458957116330161051341214781135071318213062129311585816165157611961017543176951955817029172081577118811158681705217632216032335215596
Hg1A3bi2998530319319473196232349324703238731503320013177231334314913121031672315842979129685297873003530317295922910228163274472798029092294782905529469299442398027590293273023230700
Hg1A3bi(fu)2640727367274682745327590273292732527209275802780127438271932676226473262882607125488252252463024672244712431624355237972390724148246812520225421258961988222672245242581625181
Hg1B2aiv     5466248572236442320312393112392962398192924147371242963045924673213231218029380291603471834087323062832225640321472503931174703594789887
Hg2A1326189325276335153331462343022348874326788334388333969331441310300290861367045410714563506236981228889392677441841537714227821251292248466237799286475186500367366121546201086201538250800209446339832134709106603
Hg2A3465883737141953432174432849866475424806551689468315048056423542935524349135281213198434394311142854028040300914837936093327752948035439510428814214662766636072426193217420938
Hg2B10a9814479830081024553106539517220505842255707928921893980474983966848554983623461353060463453002710422917532169862186322175182009942128341883262978292730881527861499621468453368710398504277517934081503
Hg2C125840924100521241918219426077824577120581735070138793897952853827140403672840456341258821165809658526215857881852341171284395107282677205856144666247985148232156122700704306507818376717130254913638090091254
Hg2C7c28702390475987163232 1150230310 14222500142327142626139192159381177694112097116589110036122829536305587157549603035404127236304638623162252653871162188892886355760495703744986
Hg5C1a10703119808547557771831699995128818838690234062532524307771830720509111331088011015191810412321651953418141576804401150252260273468649174265231
Hg5C1bi535318362666138206210124262866139878145320126301000900180100010001700250070302431102512396317792035661570374690006640196929700500700200200
HgNATIONALTOTAL6059832579502257173113703194412745633185753262696373365526825693044185320118928234573868017367123535987082212666198911731859963646481176247217322881497226135884314237811425552113177113391379406961249064902556924618925310980058762130652269
HgNTCOMPL(NECD)6055027579149557124903697973412225433132783257279372866026776003039916319660928182983862602366477135913582207116198291831791773637945175372217242781489809135303314182501419401112403013314829346011243003897165918168917976973221755459644052
HgNTCOMPLIANCE6055027579149557124903697973412225433132783257279372866026776003039916319660928182983862602366477135913582207116198291831791773637945175372217242781489809135303314182501419401112403013314829346011243003897165918168917976973221755459644052

POP (Unit = mg)
19901991199219931994199519961997199819992000200120022003200420052006200720082009201020112012201320142015201620172018201920202021202220232024
DIOX1A2a17515815713515315815313314914614812013312511910114723538128802127110712627232526819721417412412222212017
DIOX5C1bi789278927892845112507829199788316161115181706194011113343   57913390979664674132711671520
DIOX5E61206147617062006220623962486269628062926307632263526382640964426484653065846637669167567373756658557245697481647284874989497934797780598205
HCB2A186719908765150937591092909409622780927195085793709040050900143088643209341600892987083719807826170773441083683408708740865067083692407597110711115060427406000880250192028511409363305478902932098012543404909601498104859103953804061530246640
HCB2C1939326684704367176606754717661343667038646593819866202117207003716197677026288105351873829485730517620996636404065134676286405674409885675622002021830704377196792765432602572250612331841332755336777206753180323225577223803206496210030
HCBNATIONALTOTAL401403913932115138639585580986108639302511492514792690451823940985622481041145961210505962070189520729981197815301978832619196809199543902018811819036597112137981132794295079832201014928792616741849933565412932196328042133867057297025225545723124417293133465104332689067
HCBNTCOMPL(NECD)401402243932100938639340580983648639273911492482992690117823937625622446241145664210502502070149720729569197810381978767519196291199538162018748019035692112128691132714495079172201010628792282741817133561452931861328039943866882297013625544433124294293123365103402688952
HCBNTCOMPLIANCE401402243932100938639340580983648639273911492482992690117823937625622446241145664210502502070149720729569197810381978767519196291199538162018748019035692112128691132714495079172201010628792282741817133561452931861328039943866882297013625544433124294293123365103402688952
PCB1A1a1965220310199442029820615206982241119918194881791517651201862342227416211712118246868653247796256522426824237139192312814278165022882121144124224121862523768822728121083428145180322
PCB1A4bi3223402375814433681083268546195788519250962203392186395415851161457838116169212385381008094907676764969789331758250708152736544876664501980476465418160481632408210330567225038204792187022147517128028145237123946107067101185
PCB2A1326077032046303312730325007034019703360610315738032795403242360316892033953403202070306455029058302865460306405031753403168220307472027169807079923045376190375149026744008060740130152033128509156902815050282825018219605554760198565015262701481680
PCB2A2943009088082030806308713085520802208354090900844707776086270879809482010544095420102590114810107890796008123091350844408098084450585601463707630063740114860134420121540122000197920123150
PCB2A319000013150019432019829022581019300018883019470021492013140097100126000147000235000205000205000247000253000215000202000104000250000206000800010007000500053600680001900005600013400016894012930074100
PCB2C1903288807712806069647310642188606992167075961940649878807086281083859590754837408200332084777540875718808374788079444140645339607519771058957020593861101049958022812490104271004816380166982026213601021190124936012355409898608871809018501534500595420764700379820
PCB2K2110817921099679210660402104805820987792209379942091583320847943208139872076557320606050204759492030844920263207202144492018427220113343200993462008392820492197216067552087790023852588321116832325509237616080467822544646803413809096106738165027986888516291816166066161576
PCBNATIONALTOTAL1189564541061776309827229792603325969104951027732609184759497422589110040819101267747107568706110121439112445628108419783103882156891863519989551083678926840925883524816911612480677695920333002473722958734640167406844565250880349271386192613561534823187060698903902355777231131242556122
PCBNTCOMPL(NECD)1189564081061775959827224192603266969104291027731889184751997422514110040741101267680107568630110121352112445539108419678103882019891862449989539183678795840924033524798011612464477695786333001593722951934640100406843755250873549271342192613211534820787060438903877355775131131052556098
PCBNTCOMPLIANCE1189564081061775959827224192603266969104291027731889184751997422514110040741101267680107568630110121352112445539108419678103882019891862449989539183678795840924033524798011612464477695786333001593722951934640100406843755250873549271342192613211534820787060438903877355775131131052556098