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

RecalculationsKCATime seriesTrend graphsAdd Comments


TIME SERIES

Party: LV      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
NOx1A3ai(ii)650880247247229229293293266266238238247357343416463564677713823821833860759741858995108411054085581039951
NOx1A3di(i)3804911404145001710222465121127833569411797856281554216426150091619620863158081430616617220762024617217192801882018660202802504920669296922814160291608386282887
NOx1A4aii6224914060766281134510511050523327900978112011381296131497512571182897847793662857842843824448364334192333408369463
NOx1A4bii146821211990140368598323232651161491491161161281341341346898528528528528528469161028108810881075105210521052
NOx1A4cii4150617042603585278224032657283127052471253126082536259627172831307331042656254925812514219620241965192518161875173917441677161017061553
NOx2A1902834375422022372672722643552262742983253513584464574525494921017151715391795186413051672205520281890197619951954
NOx3Da15256449626401588116046058077678476092012641104150014081636170818441900207623802392260827882916303231323096298032283372338432923212
NOxNATIONALTOTAL98658949787728467736578285278652559499374630144720436604700845779474974697346707480204855544170411554230039643399993938139009384503683537361383343678533763342463333932427
NOxNTCOMPL(NECD)98658949787728467736578285278652559499374630144720436604700845779474974697343725480204855544170411554230039643399993938139009384503683537361383343678529075295802880628050
NOxNTCOMPLIANCE98658949787728467736578285278652559499374630144720436604700845779474974697346707480204855544170411554230039643399993938139009384503683537361383343678533763342463333932427
NMVOC11B12934420628513268464224106772658135118232424260168413618232315861451083232182061321432411155252115318
NMVOC1A3biii3334315330282968276424802403216420291794155316471508146513181290128812801056784745624550487437398354336302266233209190175
NMVOC1B2b21332061189518201783174116841584152414611365175117231304121411329099448699058864306881047155616831434304185184181179174169
NMVOC2D3a188718801869182917971768174717291712169716811664164116261610159112462265117775710321411140614891655181916801737610130783341328527762303
NMVOC2D3d5092507350454935485047734713466646204579453844924430438943454294449742913863331545103906411048994395389738063988374135994086455646785224
NMVOC2D3g132313181311128212601240122512131201119011791167115111401129111611361108104491212301422189917631651154014451503136313841435144213251272
NMVOC3B1a9521919378905726523850264924494946263913398641073957387237283768377137783615351634073403343334843535340933513347322231523117304829942773
NMVOC3B1b331732042673135696195696087780273867570278483578082284295090791192293296410101049105610511041101010401061106910711009
NMVOC3Da2a35553414275618911689168216531650154513421352141014141409135913671357136012631222123612041265130713201231121512511289125112261046999944
NMVOCNTCOMPL(NECD)84236803507229366500622756140361599583935576653628523005503053997534955282642129487744814743440424213907838194389513735637320346623328134017380233475227421290762572027738
SOx1A1c4594205363843964291360466121813515858236465041373322282127182531292951385342476169
SOx1A2a1399942668445458352448572304309303295246240246158226218229183216863110000000020
SOx1A2c3037150813062893312943913333328733012112513015512021335118128920181089879966
SOx1A2f34671197134614042939249924572497188120731055333263424361528716766645454697566356326311062585522344
SOx1A3ai(ii)587822222020262624242121223241505567818598989910290881021181291314966124113
SOx1A3di(i)203936936928010175120247074431429341624032572370906713743499097669382349416531563543504790496950475026225137657740840921773
SOx1A4cii466682456373282238258270254230234242242258281305349372170176188192178180184198205231235258271264281255
SOx2A13409315014181577658961010102999813418531036112712301326135416861725170617397537438817115319164678888185124108214
NH33B1a7647746865184773436941974586462943513728383441184008390037863841386539323825376736413687374438013884381137543748356335023443340833973103
NH33B1b161815711329656467467464420380347321332365392368390408474463465471479492515542550553554539560566575583553
NH33B35632495935662166202023251619157215061507145315651628157014161381133413451228116912041135104010571028997981927861908869921859808
NH33Da14584392123031385101240150667768466380211021084127512011181123313321328173819241988234725342617285030893230320934443553352031113799
NH33Da2a7819752360554185381138573831380836013260332636483728370936023615360036683502342434863432355936643717357434913578357734923389304329572758
NH33Da3165115421169684583571569531478390390406380391388417413450446462473482509557596606636653664689699700711685
NH3NATIONALTOTAL31826299522321515799140421365313292131121236111249115051292112938129781249812620128171316912799130281317513085137161420714543144511451114674142721441814320139281322213304
NH3NTCOMPL(NECD)31826299522321515799140421365313292131121236111249115051292112938129781249812620128171316912799130281317513085137161420714543144511451114674142721441814320139281322213304
NH3NTCOMPLIANCE31826299522321515799140421365313292131121236111249115051292112938129781249812620128171316912799130281317513085137161420714543144511451114674142721441814320139281322213304
CO11B139337345425307814028895006241911398338710614581276634992619648181871463196634881712658487117134872360222714311546544391669272712393440
CO1A4bii4857006574632263211111122223122422242223322333700443344334433461646704670465346704670393739603997401740174012363936393639
CO3I20733345983719645721546810028441791430753472505756962615104361664931604698703254312152534617531002514433542280
CONATIONALTOTAL39952536397832138632357730692528863829182627362225750425482724085124813924046024117323428721274321520719963818647719375315472615759715762413994813313011051310898611680412086311707110402410643610469798257
CONTCOMPL(NECD)39952536397832138632357730692528863829182627362225750425482724085124813924046024117323428721274321520719963818647719375315472615759715762413994813313011051310898611680412086311707110402410643610469798257
CONTCOMPLIANCE39952536397832138632357730692528863829182627362225750425482724085124813924046024117323428721274321520719963818647719375315472615759715762413994813313011051310898611680412086311707110402410643610469798257

PM (Unit = Mg)
200020012002200320042005200620072008200920102011201220132014201520162017201820192020202120222023
PM2.51A4ai8799459549661077522522557398365410355366379339320312305267229190204223184
PM2.52D3b1531782012251315419402537553302337533571452464621605474455452510692586412
PM101A4ai9099769859961109541542577413378426369377391350330320313274235194209229189
PM102D3b114413381508168998603146301540304149226425304000427933893483465545393556341033883827518943983087
PM10NATIONALTOTAL318373295032706343664288233613332633384532959323862671528447288222604125814243002365124518248522441923279253842401322183
PM10NTCOMPL(NECD)318373295032706343664288233613332633384532959323862671528447288222604125814243002365124518248522441923279253842401322183
PM10NTCOMPLIANCE318373295032706343664288233613332633384532959323862671528447288222604125814243002365124518248522441923279253842401322183
TSP2D3b53386246703678844601514679140701880619362105641180818667199711581516254217222118116594159141581117861242162052514404
TSPNATIONALTOTAL403894158542249447128354449314487995367852672444463959947361479624204942056452414281040298403963991840095475884310536720
TSPNTCOMPL(NECD)403894158542249447128354449314487995367852672444463959947361479624204942056452414281040298403963991840095475884310536720
TSPNTCOMPLIANCE403894158542249447128354449314487995367852672444463959947361479624204942056452414281040298403963991840095475884310536720
BC11B771614340308214172442218614432927181925620341542
BC1A3di(i)31091201101201561191081301731561291431421421431741441713689915317
BC6A2571421521571505346474149353431303536373738363840420

HM (Unit = g)
1990199119921993199419951996199719981999200020012002200320042005200620072008200920102011201220132014201520162017201820192020202120222023
Pb1A1a225688197389183129190679209022164581193330190110195758157545126466117294123412122589109924123464134982134581129755126984144670130963161743247938292556323018412620474953500899529093509719590142592811557092
Pb1A2gvii303234575808675808675808645485215161745485230323530323515161715161715161723776315172130344130344130344130344130344115172115172115172115172115172114827216551314137612413512758314827244827551716551686205
Pb1A2gviii481713593234947130074126196763728654971330982789205269432881427461473103107498130940163751130460141437212978249994289306324243342397384130389282353863348157393652388397397633422889474192493182
Pb1A3bi3783492833960513311773623028430728920753268060112097387813511701813294531415171328864145080714604881482811153503515181461702963189106817365971455128132435912259331035330938534920373918205896348863289828621787056756738748147641091666376
Pb1A3bii6170180610210065738896388924629806459271964605193276504712036204243031116659983685552732146312555040517584797541952354243216531749299382814026523264932601722574205841938417233171141462015356
Pb1A3biii118082571108794311256916109418711005271187777326853795403093622176367530752011121760181454371367101049369508692547828336356546128369143622531670274272581323716211041974817588148541358112355104339217
Pb1A3bvi920509855108791055781235749719708669697805695241701040707004792306951899985329103906810991551162382131447514937651409298123823013142131142185109658311279841201928129478513033621374783142177614420131397337144707013800331385623
Pb1A4aii151617151617151617151617758086 29384129853814222329581029656825714815850913504314186614353313201014838513307214785415094730344115172130344115172115172111379114813612459698928926078459610170098858
Pb1A4bi190608222408751620451177170316346101224689128743011801171008244931372866535109159298291310173571023379105912610048739842999771451071617889781894696866629759273748268618337608936653301661386616052523846533301511852503680
Pb1A4bii          454852454852454852455162455162758603910324910324910324910324910324910324906876910324910324758603758603758603758603758603758603682743682743682743
Pb1A4cii56098384548524548524548524548523032353032353032351516171516171516173790458579151721151721151721151721151721   3034413034413034411586178620528275275860931019999896550862058620596550
Pb2C11629402081106489287282975088993136984590578273340586994851138600035140518896144462080148940231149499151150934399163584911165306610164556870164541630167047689158098295132005949160253346435822217472150229424132437        
Pb2G61576134609959675863577018461194174702713098516460517427514247623447018473025954440693059337426879172241110236126956172098153659158311106472140131152373138261132429996226139098501432289
PbNATIONALTOTAL2334535811686796401279086341424458311492486091277564711236587951627254781553376371519790251541108881550728501563468621691473821711070521708723961715146221746043451647840901379427761659248666304735770563560817695389444511844352800845241698530699252525884898839490316257151294798002
PbNTCOMPL(NECD)2334535811686796401279086341424458311492486091277564711236587951627254781553376371519790251541108881550728501563468621691473821711070521708723961715146221746043451647840901379427761659248666304735770563560817695389444511844352800845241698530699252525884898839490316257151294798002
PbNTCOMPLIANCE2334535811686796401279086341424458311492486091277564711236587951627254781553376371519790251541108881550728501563468621691473821711070521708723961715146221746043451647840901379427761659248666304735770563560817695389444511844352800845241698530699252525884898839490316257151294798002
Cd1A1a5465246315410034043044137323253915531675324852594417295149951517213704118865659163331626026051258800674636084175029111417126499142921183507212289228038241064235001265641269097253201
Cd1A2gviii5514513953002003121557250403000430734366083535928133389093240731932478645585969849571826569299735116666133617147885144508154838154971139241138408161337161954166460175720197539206190
Cd2C14358442959721948102380452632892213132326063700933751923856613979193994334032864366284419774399524399614457204222713521014275613352516728638638192495        
CdNATIONALTOTAL93498484039971744379652082533182624186385796693695543295405191986697536396635410219011065133111010211069111098360104878610563381042549659194859401715196689497645173665671731147780384787910737667777156800944777411
CdNTCOMPL(NECD)93498484039971744379652082533182624186385796693695543295405191986697536396635410219011065133111010211069111098360104878610563381042549659194859401715196689497645173665671731147780384787910737667777156800944777411
CdNTCOMPLIANCE93498484039971744379652082533182624186385796693695543295405191986697536396635410219011065133111010211069111098360104878610563381042549659194859401715196689497645173665671731147780384787910737667777156800944777411
Hg1A2a2552208019341871178413591443225522882221224623212220225925032516236423392173192823998502236550721925335443521
Hg1A3di(i)10800307038104650638033202200164043030024049405010453048506180465042104650619058105107575055025410637079926600111682806093603530441068
Hg1A4ci1763816313620556296949440430112385163013401288161315861387151711871160123894993110769261284121210929691065113392311551046853694978
Hg2A1                    119503400560001600036007640242101578041802203069001410013090
Hg2C134623515518919017916112812311119319920610430029430667175225783814182296605624        
Hg5C1biii35583676379339114029414642644382450086612426917213871746483043911126115087532502552548776253445795439125059607348   
Hg5E2407240724072407240724072407240724072407240724072407240724072407240724072407240724072495253124512554226521442167125111441716169416221579
HgNATIONALTOTAL27244524031820436218145114686211200611637610613996404912387648287658755327579378269778468806696431786697296377959749031588998728967854692728628981153697656505060434704247740575279
HgNTCOMPL(NECD)27244524031820436218145114686211200611637610613996404912387648287658755327579378269778468806696431786697296377959749031588998728967854692728628981153697656505060434704247740575279
HgNTCOMPLIANCE27244524031820436218145114686211200611637610613996404912387648287658755327579378269778468806696431786697296377959749031588998728967854692728628981153697656505060434704247740575279

POP (Unit = mg)
1990199119921993199419951996199719981999200020012002200320042005200620072008200920102011201220132014201520162017201820192020202120222023
DIOX2C15739263133292939393945454643555455414631395032509580037        
DIOX5C1biii33103419352936383748385739674076418680572256853212901624449340851047614034494467514510722235414740408116255565323   
DIOXNATIONALTOTAL32060352133330834944344923563036880357803554239338330844231634746357913890336758421394448429950315272512226085287062397923084198511937921994213202086018896190111856817998
DIOXNTCOMPL(NECD)32060352133330834944344923563036880357803554239338330844231634746357913890336758421394448429950315272512226085287062397923084198511937921994213202086018896190111856817998
DIOXNTCOMPLIANCE32060352133330834944344923563036880357803554239338330844231634746357913890336758421394448429950315272512226085287062397923084198511937921994213202086018896190111856817998
HCB1A2gviii20821948201276458236961011519118101406013583108121496012460122771840421824272912234425675389814559852765602736456373144753726795467552760287459876666809329098494972
HCB1A3di(i)602601902024720282603556019860125408880132080064021580240202222024200315602410021800267003540031700260002894028886289002859834603285223131257681652217030102493144
HCB3Df5462476470669652595623289694946348641427187823302782323336854137458827080598143687278732224128563187269854580132560153942159655216850199035199040199050199050200000200000200000
HCB5C1biii827485488822909593699643991710190104642014256412133132254061112321021326189350861236116612841274180558910341850102029061381412809   
PCB1A2a   4760          45904590850   44204590312805440    00  6800
PCB1A2e181716101647111337100967986975252252523453963113040651238272384824021269031790522502180661347213454886993702742462242774108409678446825291924102926189115491205
PCB1A2f289001445019380338322907119386969116151646247634766477047734437443411595219160330754232099121846335862452413212318142297281015122466325370269422651417897613939
PCB1A3di(i)211394719729633010556412464073378447263040016343803045909073340694647695010260079420717829576012657810920984279927949629097809810489364876994238033657943613533172573205