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

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TIME SERIES

Party: AL      Submission year: 2025

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 – 2023
HMs and POPs: 1990 - 2023
PMs: 2000 - 2023

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)
1990199119921993199419951996199719981999200020012002200320042005200620072008200920102011201220132014201520162017201820192020202120222023
NOx1A1a965611342588719485400371394308418393468285308263263166 112957            
NOx1A1b30330330330330330324220820612213911414412573871051066990427335373 12117524418191818
NOx1A2e         383243332572641493562480403475229371421386287435321133390326323298326313313
NOx1A2f     31  2411482139011730925815131086686130726792311117410311852143116933143253622042227229730963096
NOx1A4ai         5095375812788903603438364615744672179776194208232236269270269238282200200
NOx1A4bi12391477113565863710231430142110263293493692145711936852322165196283303381276259277284298333340340351379354354
NOx1A4ci         548355175619617158211276230425086500618383211227002694269726252932265827613079302531132981297625562556
NOx5C1biii2162162162162162162162162162162162162162162162162162162162162162162162169994107526853   
NOx5C2415413412410408405402375349323298290282274266259251244277309339343326263121114130638363111
NOxNATIONALTOTAL120058374626255715406590759144683550512187122261260815222140832054110409136381287126678746790029921784491501112593701074013008115571155911149111821152311523
NOxNTCOMPL(NECD)12005837462625571540659075914468355051218712226126081522214083205419213136381287126678746790029921784491501112593701074013008115571155910219102901065310653
NOxNTCOMPLIANCE120058374626255715406590759144683550512187122261260815222140832054110409136381287126678746790029921784491501112593701074013008115571155911149111821152311523
NMVOC1A2f     10  40539439432551917724930394496576313262364376239557888480582842697697
NMVOC1A4bi4648466346414402420040353880370535151519149914912803127826902664267024382322233923422220208920912096209818081679164716041609158715921592
NMVOC1A4ci         89389189965359813433505615671952296365427428420452424434467477444462462419419
NMVOC1B1a1657870293171135649031393924171246463636364988442 423931986485161149149
NMVOC2D3a3944391238283801386438993940398940254048367036763668365436413624360435783550352435023489348434773471346334513452344434353415339633523352
NMVOC3B1b816825794844105710831039994909928939913890882789810771652652508497497504512510530495455449357263212132132
NMVOC3B4d620647669701931894678622570607598557504550512510509475444418420411439470490505510506497468420420391391
NMVOCNTCOMPL(NECD)181601675115417154621727417286167511620215662162911597015850160691532816664842215708154851677414658148391528914150144201466414590137191398214202132457955821578167816
SOx1A1a33622129119420492507169113931293137310111295123016319951074915915577 4099199            
SOx1A1b11111111110921715515612400000000000 01000000
SOx1A2a203178       47475334486553434335272920181473798555477
SOx1A2e         52394757644956494046223543392942311436312927292828
SOx1A2f     00  607452458171362483462579670666375342645313292324283177350518724726864242985409824458985898
SOx1A4bi5396125073543424575755694421361391427252313493481358985981021221019376766661605858575858
NH33B1b1390141213641454182818791810173715941634165716181582157314121456138911791183925908911927945945985922850842672497401250250
NH3NATIONALTOTAL29449248332270424195301733070728552274442663826459275202698528630288672845828495276282693426027256632565326350251942482725416255862567725066237222326420938200861858318583
NH3NTCOMPL(NECD)29449248332270424195301733070728552274442663826459275202698528630288672845828495276282693426027256632565326350251942482725416255862567725066237222326420938200861858318583
NH3NTCOMPLIANCE29449248332270424195301733070728552274442663826459275202698528630288672845828495276282693426027256632565326350251942482725416255862567725066237222326420938200861858318583
CO1A2e         92589389828836927831130126527580120293292280301290265226232158169174166166
CO1A2f     10  7757537559487413418913280390244755540304525323330365219834966897044935636855262366236
CO1A4bi9042911590118471808878467626729568632919288328685672251652355202505645994372440344104195394139373927393033773123306129802987294029542954
CO1A4ci         245024522481209019374308108417651767623885310661183118411601262117112041311132212721288128711471147
CO2C137373737373739373727813623823824330620923142537666378985093595225517057567369010031315  

PM (Unit = Mg)
200020012002200320042005200620072008200920102011201220132014201520162017201820192020202120222023
PM2.51A2e22122375957281776770213275736975706355563841414040
PM2.51A2f185187312098574024237451242249305389355547289595
PM2.51A4ci4794833533237251893033061054159197230230226243228233251256239249248225225
PM2.52A122467266594469115138162225250292268247210241242250250250250250
PM2.53B4gi163171178190181187183188200206210262238237240213192193199200200210200200
PM2.55C23933823723613513413313213654064464524293471601501718310974122
PM2.5NATIONALTOTAL347834413642318439343355347034374348321333183524322131873037295627632676259024672396231022122212
PM2.5NTCOMPL(NECD)347834413642318439343355347034374348321333183524322131873037295627632676259024672396231022122212
PM2.5NTCOMPLIANCE347834413642318439343355347034374348321333183524322131873037295627632676259024672396231022122212
PM101A2e22622876977382796871223276757076716456573941424141
PM101A2f191192312411958422650460672639733144747628067611485977361091838838
PM101A4ci4824873533237261893033071055160198231232228245229235253258240250250227227
PM102A14071113011910680124206249292404449526483445377434436449449449449449
PM103B4gi163171178190181187183188200206210262238237240213192193199200200210200200
PM105C24234114003893783673563463934384804864623731721621848911784122
TSP1A2e236238791007685827073223379777379746758594043444242
TSP1A2f2012024131121059432853363776741935047150329471112146297771155883883
TSP1A4ci4904943533237261903043081056162200235235231248233238256262243254253230230
TSP2A14571214413211889138229277324449499584537494419482484499499499499499
TSP3B4gi77781484590485888786989595097699712461128112711411012910916943951950997950950
TSP5C24354234124003893773663554044504945004753841771661899212184122
BC1A4ci3451351438093590787718823142309611348131516791684168616411831166217251921189019381862185916001600
BC2A1671119216198177133207344415487674749876805741629723726749749749749749
BCNATIONALTOTAL4044405144584286864126143862383412221223426802861290329663085283827553033296530432958290426552655
BCNTCOMPL(NECD)4044405144584286864126143862383412221223426802861290329663085283827553033296530432958290426552655
BCNTCOMPLIANCE4044405144584286864126143862383412221223426802861290329663085283827553033296530432958290426552655

HM (Unit = g)
1990199119921993199419951996199719981999200020012002200320042005200620072008200920102011201220132014201520162017201820192020202120222023
Pb1A1a309741961110997188782309315579128301191312646916411547109971502991649897843184315315 3679161833            
Pb1A2e         415184084840558102481363310246113901137899929993240834561137911370113271137711359113277971864051355809581456085608
Pb1A2f     00  4072438844385841487257104171401642125324555255073860928777330042675835381745603251140426048867293312746876209797890211217585854241854241
Pb1A4ai         526605306053095397908564945830296654073445429762164764233383246983404827576155452813027461236691865624663221251538024272427
Pb1A4bi442025448217439273408205390040383349377758362259337143136722134354132985286025119567246928246916236547214809203501204583204943195774184258183549180914180915154484141811138758134892135047132304133425133425
Pb1A4ci         29619291602894417010283534023402475256437128791113554135541355413554135541352713565149221119814018140181401714017
Pb2C15720057200572005720057200572005980057200572004160013000208000364000364000371800468000319800353600650000574600101400012064001300000143000014560003900002600008800481028706105455215340002011537  
Pb5C2639116370363450631546281562431620055779553716497684594944698434644224641044398593869137539426504753752200528535018540540186671757919984971012729855439152186186
PbNATIONALTOTAL641258631774587386563823549476534955527064501988473577412025377876568412772444670194742486821178673238686482100256714448561934199228914920285922070474216033811588167557321759520250494018606832507811340382210141581014158
PbNTCOMPL(NECD)641258631774587386563823549476534955527064501988473577412025377876568412772444670194742486821178673238686482100256714448561934199228914920285922070474216033811588167557321759520250494018606832507811340382210141581014158
PbNTCOMPLIANCE641258631774587386563823549476534955527064501988473577412025377876568412772444670194742486821178673238686482100256714448561934199228914920285922070474216033811588167557321759520250494018606832507811340382210141581014158
Cd1A1a815114051607812893896496785560771824099686337621231350543327980287724442609593941640395499124115802604506221865422186541398716 96463241158482316            
Cd1A1b342514734251473425147342514734251473425147274011820550882055088885217108540593186810003718550998220357535329590418220355480248905382055096850293425150822035 1370061322107582275493221198658218198658198658
Cd1A2e         244442249823396115871401810668120201105693301017538205974103669795857010234877666147974755558375851278026822682
Cd1A2f     00  194561826818906945120212991239817368123277630143713031625739130241146920901158881936435642275362474024730248393635436354
Cd1A4ai         265822279236298640128140439448150417110480395294198740250497200086688218800333896441659857659156559360491534935638655166610111571157
Cd1A4bi7909879070877393874981914831616684718605958531336525091928691982842041801115918349094515087515086172552103417979701181301248501591371004458712687090870907436468260667896492865002636796422164221
Cd2C14400440044004400440044004600440044003200100016000280002800028600360002460027200500004420078000928001000001100001120003000020000676967913181119118000154734  
CdNATIONALTOTAL124622349561376711313689406711003133282445877026691607912260821784311378590866954794316269726413845941649673674360382798626018129945391395951781012149684762497930443311386052240923390821576154831936738595480783263257313848313848
CdNTCOMPL(NECD)124622349561376711313689406711003133282445877026691607912260821784311378590866954794316269726413845941649673674360382798626018129945391395951781012149684762497930443311386052240923390821576154831936738595480783263257313848313848
CdNTCOMPLIANCE124622349561376711313689406711003133282445877026691607912260821784311378590866954794316269726413845941649673674360382798626018129945391395951781012149684762497930443311386052240923390821576154831936738595480783263257313848313848
Hg1A2f     197  183315081515301108410541013113412331196326033634645885253002098827169303231566240185753503692546789719465068750687
Hg1A4bi8945902489138366798277477540720767712940291229045728259052785164516346774485456045744362424742524125413536053390333632563274325432453245
Hg2C1110011001100110011001100115011001100800250400070007000715090006150680012500110501950023200250002750028000750050001692419783202802950038683  
Hg5C1biii2739000273900027390002739000273900027390002739000273900027390002739000273900027390002739000273900027390002739000273900027390002739000273900027390002739000273900027390001254000118800013530006600008580006600033000   
HgNATIONALTOTAL2758919275576627522782751889275155927502672749746274884827486962748898274893427524872755433275366027563672757037275445327551752761533278952628014612814594279552927941601315724123249913801737236379591971292951152811164945632156321
HgNTCOMPL(NECD)2758919275576627522782751889275155927502672749746274884827486962748898274893427524872755433275366027563672757037275445327551752761533278952628014612814594279552927941601315724123249913801737236379591971292951152811164945632156321
HgNTCOMPLIANCE2758919275576627522782751889275155927502672749746274884827486962748898274893427524872755433275366027563672757037275445327551752761533278952628014612814594279552927941601315724123249913801737236379591971292951152811164945632156321

POP (Unit = mg)
1990199119921993199419951996199719981999200020012002200320042005200620072008200920102011201220132014201520162017201820192020202120222023
DIOX1A1a1711610139777576855553 011            
DIOX2C166666666666669666648152404204204295403694087506631170139215001650168045030010151187121717702321  
DIOXNATIONALTOTAL1671541029497102111106100703826346145949458441145982715202117257821612196237312276972036312021602967416812921292
DIOXNTCOMPL(NECD)1671541029497102111106100703826346145949458441145982715202117257821612196237312276972036312021602967416812921292
DIOXNTCOMPLIANCE1671541029497102111106100703826346145949458441145982715202117257821612196237312276972036312021602967416812921292
HCB1A2e         7680756075051885251018852095209518401840440630209520952090209520952095146515919421068106810301030
HCB1A4bi75996759967601772547692476610563103602335748524685243052411543961200954333643336433353977537680376803768035590335073350733495334952860026252256862497124999244902469924699
HCB5C1biii83000008300000830000083000008300000830000083000008300000830000083000008300000830000083000008300000830000083000008300000830000083000008300000830000083000008300000830000038000003600000410000020000002600000200000100000   
HCBNATIONALTOTAL83761368376118837602383725528369252836611183631098360237835749183549698353560835316583521058338906835023183500108350010834742983476678346569834579483471538345241834384138425543645141413895520372222638937235514136457366153330733307
HCBNTCOMPL(NECD)83761368376118837602383725528369252836611183631098360237835749183549698353560835316583521058338906835023183500108350010834742983476678346569834579483471538345241834384138425543645141413895520372222638937235514136457366153330733307
HCBNTCOMPLIANCE83761368376118837602383725528369252836611183631098360237835749183549698353560835316583521058338906835023183500108350010834742983476678346569834579483471538345241834384138425543645141413895520372222638937235514136457366153330733307
PCB1A4bi912913912871831793758723690296292290528241520520520477452452452427405405402402343315308300300294296296
PCB2C155555555555558555540132003503503574503083406255529751160125013751400375250846989101414751934  
PCB5C1biii1660000166000016600001660000166000016600001660000166000016600001660000166000016600001660000166000016600001660000166000016600001660000166000016600001660000166000016600007600007200008200004000005200004000020000   
PCBNATIONALTOTAL1661006166100116609671660926166088616608481660815166077816607451660673166063616608191660981166081616609731661049166090716609131661222166179616622791662672166232016623377624647215378210334021095230034219322870385114321432
PCBNTCOMPL(NECD)1661006166100116609671660926166088616608481660815166077816607451660673166063616608191660981166081616609731661049166090716609131661222166179616622791662672166232016623377624647215378210334021095230034219322870385114321432
PCBNTCOMPLIANCE1661006166100116609671660926166088616608481660815166077816607451660673166063616608191660981166081616609731661049166090716609131661222166179616622791662672166232016623377624647215378210334021095230034219322870385114321432