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

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TIME SERIES

Party: UA      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
NOx1A1a477050456594475133464867367402366602309733320318276555227954209897234712221559227648213949110200240709238616237758215219227662243965254388249057215371178554199361185739199926189194175327173020148209124421110200
NOx1A3eii5954235345244936393945543280382954852502311828631517761245711059122408979478323747726821992509609355883750931509315474551960498554496739171371033597834874362283002829454222512164919130
NMVOC1A3bv1202811494109591069211227136321416714702149691523615503160381657317107176421790918444189781951319780200482084921384221862272022988240572485925661264632699727799280662860129140
NMVOC1A3eii938788389177102613125070245410382232775322877186391572350313099113141068896401290983877978679267927021651260865328448440803772345333442537221614281098650
NMVOC2D3a6227062401625806261562306618156126960714601735960959012584285787657376569425652656145558115551055264550455484754712545885442554187540165380353550532675307352662434704269141669
NMVOC2D3f1556715600156451565415576154541531715178150431490214753146071446914344142351413214036139531387713816137611371213678136471349113547135041345113387133171326813165108681067310417
SOx1A1a7971997191429665221082190836086879526630106781446493384487430455889510430543850532765491835292910642312658364677450620364656912716767767300774438666153536868615095568505614295583413511366506546421782350019292910
SOx1A2a31913133711422836921835476685240524807848004896701014011074259645381867872109622310171811128111818244209378604278255430695148954084415816448178970430724657502776815790217453586102101230
CO1A2a3438383605342469412334858563031107548295529499404111551118532107214912469755410710111246012195412957352068433314929962433757839565089711863198654374957770857969481643839888025592939109320
CO1A3eii17506115708214499611583296252866517333553558444223643430953147222619822830217731984426878176821705014738147381578814955143191288411193105701057098621019884088195614459225170
CO2C18070868707635295035139850354883731244538423074750953701578096072066929717767154176602797987343374630783898701686415880597252360007653125338453664539155623558939155581178514786

PM (Unit = Mg)
2000200120022003200420052006200720082009201020112012201320142015201620172018201920202021202220232024
PM2.511B247103179139163373673766424671682202616117405619622223276127426015221465331793923604
PM2.52A2254230573119342737113739381539813590287129693205313827782229211623272031217920462132216291912441335
PM2.52B10a3383338935233806378739093783383236073335320840813955316325182667260115161187230733002796469792711
PM2.52C1138971449614774156441605416057166741752914523922910558103809472932180557290726368106825678362856379202626613156
PM2.53Dc1726184117201697160716701618145716191607159815071675165516391687167717381735172717271760177217911780
PM2.5NATIONALTOTAL1070001074731079231070241054161067781091431069109022279315800638139981413803007282471311696936694766996695896770068312376065576557912
PM2.5NTCOMPL(NECD)1070001074731079231070241054161067781091431069109022279315800638139981413803007282471311696936694766996695896770068312376065576557912
PM2.5NTCOMPLIANCE1070001074731079231070241054161067781091431069109022279315800638139981413803007282471311696936694766996695896770068312376065576557912
PM1011B3021260967478774568239368301520562477197212768239827173381557318186262344021911124405
PM102A212710152831559617136185561869619076199071794814353148451602515689138891114310578116371015610896102281066010810459762206674
PM102A5a1000697761104512969133251400514363161581558311967133471471714605148211478013231133751336812382131481428917060861467198725
PM102C11833819119194792063421152211522197523113191251208813838135921236512154105009512947488908906885381848302264734914138
PM103Dc44881478644470844114417734343242059378914208341789415393919243555430314260643872435944517645115449144491545770460654655646283
PM10NATIONALTOTAL195004201808199951201868199097202626207027202425185476165136168545170786173538170350157028153552154342150611151226153235151863155427107405125125130542
PM10NTCOMPL(NECD)195004201808199951201868199097202626207027202425185476165136168545170786173538170350157028153552154342150611151226153235151863155427107405125125130542
PM10NTCOMPLIANCE195004201808199951201868199097202626207027202425185476165136168545170786173538170350157028153552154342150611151226153235151863155427107405125125130542
TSP11B467194714957391197051272144774660317838273043286105370642005222406491287405446233871736808
TSP2A232683392994010544063477154807749052511904615236907381724120840342357152865427201299242611628019263002741127797118211599417161
TSP2A5a20412199422253226456271832856929300329623179024413272283002229794302343015126991272852727125260268232914934802175721370717799
TSP2C125990271402774229273302583030431382329762752918079205672030618943187881630914732147511374213836137001289913143408052226202
TSP3Dc44881478644470844114417734343242059378914208341789415393919243555430314260643872435944517645115449144491545770460654655646283
TSPNATIONALTOTAL276874287058289745297713296953302617309705310551285621251279260205266453266667260504244475229001232908224758227616226951226319232208154236177369184720
TSPNTCOMPL(NECD)276874287058289745297713296953302617309705310551285621251279260205266453266667260504244475229001232908224758227616226951226319232208154236177369184720
TSPNTCOMPLIANCE276874287058289745297713296953302617309705310551285621251279260205266453266667260504244475229001232908224758227616226951226319232208154236177369184720
BC11B2974136692215181160182021121193016132
BC1B1b94994891110199809269411009956853911960928862679569623508530493467457192333220
BC2C125025926227928027929230824813616015312712110395929089897676274148
BCNATIONALTOTAL954495719417100791003510116105691017292658665861286258529842475577017686570796942657259716000237857315784
BCNTCOMPL(NECD)954495719417100791003510116105691017292658665861286258529842475577017686570796942657259716000237857315784
BCNTCOMPLIANCE954495719417100791003510116105691017292658665861286258529842475577017686570796942657259716000237857315784

HM (Unit = g)
19901991199219931994199519961997199819992000200120022003200420052006200720082009201020112012201320142015201620172018201920202021202220232024
Pb1A5b3001696316316316316386869148163811516316316316316316316316316316316316316316316316316316316355000031275192236780002367800023678000
Pb2C1917340290677977377197230248630558739110539891753883879841269370451999941445616803944761342434335395651771088495361888797542910838058048159675837290087583318604860964308386404895250523733188529715074803487835699332954155227932917422683953173232646925221875538912115829207206546045120548923592063448708174989292917528033606902876269693189421166142334
PbNATIONALTOTAL9373075948795635587473834613505720208128408617422739639551053782025434420757947140096753864410457961524334011554270765995495471495587258860759079148415912095005617947440964921481405312073670304002666135610325733395664817285888239627415520332387750857223674591221696497802115190111210684728521163495191803180649180601831372694246810083439841229193030
PbNTCOMPL(NECD)9373075948795635587473834613505720208128408617422739639551053782025434420757947140096753864410457961524334011554270765995495471495587258860759079148415912095005617947440964921481405312073670304002666135610325733395664817285888239627415520332387750857223674591221696497802115190111210684728521163495191803180649180601831372694246810083439841229193030
PbNTCOMPLIANCE9373075948795635587473834613505720208128408617422739639551053782025434420757947140096753864410457961524334011554270765995495471495587258860759079148415912095005617947440964921481405312073670304002666135610325733395664817285888239627415520332387750857223674591221696497802115190111210684728521163495191803180649180601831372694246810083439841229193030
Cd1A1a1609876145832216400031644777122322612524509688341025355697778634705557804626774662929637142582360623258744137756238780462769381762540828823886017894302779133650380767878722656764631729626658942654046565116469947410000
Cd1A2a636314672585455153435622152026472199617595957190800202270217475192467164115173715191840202788221781235580877877561289308110550138794178991170124166534172621150325146332154820163392168085177304209929250000
Cd2C12734667221526791199111571537760411030314108654921031539411559611109199291180344514133160145888391482924615892012160107661603193016786041176195471462153286218251006081396408288171436795982169651076615324644775662439476270428626275153302495389917224856829590523615816
Cd5C1a33961233142132306331424830323729051827741329146030549831913533225534476835700337036638425142455341603140750940705642478042880533625326712398971273971756835397233263394241414342251412210335
Cd5C1bi2969492826962646032434351769771557401477971473541458801517161717421961292098582430162733932818682993443205983045682418272689114887721392126305721323813914521167816089225319534415137775034821322369741335125791
Cd5C1bii21569620534319220117682512855211312510735610703410596411020212474914246315243617652019858520474221743623287422123017565719533017850621186322428612220284063101244118425165247149076152191655798354441679170607
Cd5C1biv15901514141713049488347917897818129201050112413011464150916031717163112951440618258160156373331854548377542133833575112583913438714293446431566932662429
CdNATIONALTOTAL319227052557216924093539192862581405757013643332126733651388917113024280138524401617786516827044171551231828604418358043185158601945249020343196171698951102704912529658123072581053015910014402104689958566236876894884278508537366838741273818647504954346533656913775646468
CdNTCOMPL(NECD)319227052557216924093539192862581405757013643332126733651388917113024280138524401617786516827044171551231828604418358043185158601945249020343196171698951102704912529658123072581053015910014402104689958566236876894884278508537366838741273818647504954346533656913775646468
CdNTCOMPLIANCE319227052557216924093539192862581405757013643332126733651388917113024280138524401617786516827044171551231828604418358043185158601945249020343196171698951102704912529658123072581053015910014402104689958566236876894884278508537366838741273818647504954346533656913775646468
Hg1A1a17823381634352199360421282901647071170574212862521497135103988396880889843410119141043089103223295482710219441199441122007812471351153593121354413183281404902141041812210939988291150706107649211622861109256997899988928840391701961600000
Hg1A2a304776631704802196552205053178273932169251816552770390720810107741078294982161838254899802983582102552711010491170664503776408549467992580574682047842707785999751944754918658362676185697712715411735958712659827396970000
Hg2K518914520005521504521792519214515127510578505946501444496740491765486902482303478130474516471052467878465094462582460533458707457060455933454896449685451562450134448359446248443896442278438849362252355758347246
Hg5C1a2796812729352660522587932497252392502284572400262515872628172736222839272940023050083164423496323426143355963352233498193531342769142199838151104915909562932712739279519881181185333958511
Hg5C1bi2445472328082179092004761457461282571217151213501201371249421414351615181728252001312251472321272465192640222508201991512214564025181146455192917560711459017432313249920851428341831108828676318422134041103592
Hg5C1biii121211214612172122161218612095119951188311778116721155811440113311122411135110551097310907108431079021902243014342409924760240286133780099596764662575705160690152015 295211
Hg5C1biv2292182041871361201141131121171321511621872102172302472341862078937232247874579169543605674826418089193182054766722524695224

POP (Unit = mg)
19901991199219931994199519961997199819992000200120022003200420052006200720082009201020112012201320142015201620172018201920202021202220232024
DIOX5C1bii539240513357480502442062321379282814268390267585264909275505311872356158381089441301496464511854543589582184553075439141488325446264529657560716305505210157253110296062413117372689380478163949208861104197426517
DIOX5C1biii8979899790169049902689608885880287248646856184748393831482488189812880798032799216224180010624303618341177994543559333442053453756078119030112604 218675
DIOXNATIONALTOTAL5545595281294949564559963340742950022803472793602765752872253238513684223934824541155097075254385573495962615667804518435097374512515421035649794234107102503315087941409470129749172267977341964118733344540217372301578
DIOXNTCOMPL(NECD)5545595281294949564559963340742950022803472793602765752872253238513684223934824541155097075254385573495962615667804518435097374512515421035649794234107102503315087941409470129749172267977341964118733344540217372301578
DIOXNTCOMPLIANCE5545595281294949564559963340742950022803472793602765752872253238513684223934824541155097075254385573495962615667804518435097374512515421035649794234107102503315087941409470129749172267977341964118733344540217372301578
HCB1A2a21898823151115662714995152270161833307532991661286959474949156252725648759742659866975976302810503015726003308683801947761616195862657473598025213850438534985665158278621827379690000
HCB2C126652992197599207461716607731283085122588111592631336002133145713620271534341159719416936951765551193446319693712019474210156019490161688949184900818772321936728201978018062881656982170307015330001591200155156315238031591528537545554444693033
HCB5C1bii6336075560319439564589955194227537762034332305903153583031441222311268103237188336644971418485574477795651852873583344826014285163871708684065996498626951599098573781975243605362234688658840833589683824693462297403733478728548541229437909534470621719263970245411771224314850115710
HCB5C1biv467104444683416224382926278387244981232486231789229471238650270152308513330109382267430050443381470871504303479088380396423000181467757644704745934665893572603142108933123768077986267183696519539476074419869331363810460286289194588540
HCBNATIONALTOTAL74121627697727116775133863646397468277314247487338618693398922313727705838513473427585326411405851888313590272866538493867619657723284087711065773595394593763516569596461073483710425437460601350294444112472647417915377816533977415442577587775723906655856790981630627759476359598248814785
HCBNTCOMPL(NECD)74121627697727116775133863646397468277314247487338618693398922313727705838513473427585326411405851888313590272866538493867619657723284087711065773595394593763516569596461073483710425437460601350294444112472647417915377816533977415442577587775723906655856790981630627759476359598248814785
HCBNTCOMPLIANCE74121627697727116775133863646397468277314247487338618693398922313727705838513473427585326411405851888313590272866538493867619657723284087711065773595394593763516569596461073483710425437460601350294444112472647417915377816533977415442577587775723906655856790981630627759476359598248814785
PCB2C11826766471432883201361713441057558298106742572513610732631648596680885173666941979061056725431105646371158377851250280401329410021322291881413124421504837821339098081209900521278769321374407961369231151393778781172432621010384601092080999112414692550875921006799403051098312244275515042417993229253695
PCB2K51891450005200050000521503500052179250005192140000515127500051057750005059460000501444500049673950004917650000486901500048230300004781295000474516000047105150004678775000465093500046258200004605330000458707000045706050004559330000454896000044968468004515620200450134500044835874004462483200443895690044227835004388489770362251740035575818003472457200
PCBNATIONALTOTAL55207482125457131171545808106354208559915337936247527396484452270533695176205565513820801850997716375058665849499410745649682006634934239356490807115048738351804852839313483342579047766233214740955008473084388547260941124716137529471104236746348837504636779717463003880045912599164571490295454782000345341681424504540920366472870436003653443523186082
PCBNTCOMPL(NECD)55207482125457131171545808106354208559915337936247527396484452270533695176205565513820801850997716375058665849499410745649682006634934239356490807115048738351804852839313483342579047766233214740955008473084388547260941124716137529471104236746348837504636779717463003880045912599164571490295454782000345341681424504540920366472870436003653443523186082
PCBNTCOMPLIANCE55207482125457131171545808106354208559915337936247527396484452270533695176205565513820801850997716375058665849499410745649682006634934239356490807115048738351804852839313483342579047766233214740955008473084388547260941124716137529471104236746348837504636779717463003880045912599164571490295454782000345341681424504540920366472870436003653443523186082