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

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TIME SERIES

Party: LT      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
NOx1A1a2115122927136271092911412100441098897551098188837012762075717510772674017051671458926203709058216581580957516472633268685677539253356278518651384647
NOx1A3ai(ii)142317136933834064183413202872652501051342311235235976137404285626066987508289411010109412971338587737121912851573
NOx1A3biii328313455924195166931100013491147491932821763209241783520245203161839219895172911686919243194901452518064185941837217147197191931617819173181823718499159331537612679131418484
NOx1A3di(i)71321176221834120571139610586985245723835552970117531834183018594108671040590556817968010588107759169664187458541234813357153281483614000144441175756322998
NOx1A4ai55656208265021832368198618491344127512479348359038698528931006915791808816882766833768706776775507455411448434437411
NOx1A4bi33813740200222782024191220492072197920202066211021132166217722692379231323872408251924762477238422282106218822262192210220042127203418992069
NOx3Da184809920352017201720160031603244333637603920408046004640468047604880508047325376572858806000620065286712678068806964704079607500522850954994
NOx3Da2a40943895325726322329215520842067196317621605155116061677172117301768174416891658165516221605159816391658163416041543146114451451146714381411
NOxNATIONALTOTAL1556141632221007547910270722747167793682532841417249362506641636524762180630346695065789669896577456408623016130361412584226217263252634116229260120599455541055162466364544940198
NOxNTCOMPL(NECD)1556141632221007547910270722747167793682532841417249362506641636524762180630345930365789669896577456408623016130361412584226217263252634116229260120599454503345242389603794632835
NOxNTCOMPLIANCE1556141632221007547910270722747167793682532841417249362506641636524762180630346695065789669896577456408623016130361412584226217263252634116229260120599455541055162466364544940198
NMVOC1A3biii5863570239633044212828873042341535533485308029832663230222121684143916931480110211801067983870935829741665591566518483415398342
NMVOC1A4bi9424973057218013764378638691893491789608985710067998510168102841052310847103461061210595105171014810050960988178271793576626813631960116068566347934572
NMVOC1B2aiv322393286732867276502576323745234582243415415115356725567293639996997410172103228650114341008898049978986410237915095611016210751106721073095299532785783235170
NMVOC2D3e25882593259025782560254025212503248524672450243011198612519414314118199102159175150726710512712190931382418
NMVOC2H3               23162321232512111524147814081545122596299011063589651460139117762321
NMVOC3B1a1094810609951684407821734272997419727965856298611161996304638462626157625862956070585957385650541154635382509949074797466144694484456944394454
NMVOC3Da2a96279320772962365554512450035002479643914172405341684344447044974618463145414440443543944277413242054240417041284107400139153960404639983996
NMVOCNATIONALTOTAL1347611381261112459636187533849178899587997797027026161087583535949559972597836558565576642656368057578550005344654463529765300652990540235410853608524595066352648509004980845525
NMVOCNTCOMPLIANCE1347611381261112459636187533849178899587997797027026161087583535949559972597836558565576642656368057578550005344654463529765300652990540235410853608524595066352648509004980845525
SOx1A1a8215698234611065806260671458514950742365592684052818060207941794610978954162953782497324143109311016191677118810379106136576894884977239811208476
SOx1A1b1623816238878756163817234832197581920299201080368916486579872481176711170905050425556392641023553276024974466442835732677219623091069209711231189
SOx1A4bi22144233346459542237212346336734391885190313681413175163862670481682385782210139999891014870743794869865753632721697487466
SOx2B10a   53 155405268372652124526692012711412179216201963171219431941187917921881158879491395596578477467917839303
SOxNATIONALTOTAL2003602233731107521033901012027649976241700948626164570398204260937843248912587928120259492232619532188631811219218170001479113417153701499713397133601210411466114881164492319220
SOxNTCOMPL(NECD)2003602233731107521033901012027649976241700948626164570398204260937843248912587928120259492232619532188631811219218170001479113417153701499713397133601210411466114881164492319220
SOxNTCOMPLIANCE2003602233731107521033901012027649976241700948626164570398204260937843248912587928120259492232619532188631811219218170001479113417153701499713397133601210411466114881164492319220
NH32B1   6787201287645382257197286420447423417426340383471502301433466427468538575489466463460405334308428
NH33B1a87858459748565956148583258906086607955265415533654615633579657025691588859935828567656165616542455525543526351095050496747934896506549464998
NH33B4gii125712555796316485855224964583822533654095285465196066867638239068749079591009969111212061250113310999479559801042
NH33Da114068164575840285328532654524253825534623865036769763176987764794080908465784310295929893869698102291287011737117291208412093132661496913851778975957441
NH33Da2a15107144061199794178377791077977879771270266593652869337283753776637982802278097795784477157581742375017558740872557169703569557121726371757171
NH33Da347524545394432732862259825352550243822022058192919331977200619631973198319431883182217731727165816701662160415481512149214521443145714191398
NH3NATIONALTOTAL7042969775500103862034789332233437634244332493111629658296253163432796337183558936337368633557437565360543565635519356543866938050376723744236794371703855137593317833111331056
NH3NTCOMPL(NECD)7042969775500103862034789332233437634244332493111629658296253163432796337183558936337368633557437565360543565635519356543866938050376723744236794371703855137593317833111331056
NH3NTCOMPLIANCE7042969775500103862034789332233437634244332493111629658296253163432796337183558936337368633557437565360543565635519356543866938050376723744236794371703855137593317833111331056
CO1A1a63456761413831763019288432062948289525992735318134533818422641944214404441074464493543345106509056317074726384128072785578249558799579597244
CO1A3biii1194112145847061564165535457477037765573596253663362935576575347854472513649813716444144004331402646984682459846725176532146844508334134352358
CO1A4bi109484113655580237688171551719468041082610828838667388663905719021092141930239602799414951159721696615966949330192074881988063575337731467143371346663356322263727597165193052433
CO1A4cii1032010260708063765192554149845274573548192780164417101499137231953262336532523034310430482911234726182195204020081667169614561522139214441432
CONATIONALTOTAL3711644186252353612173031895022124782274722266152221001968671797211769011760801719061698881739231765431724011674051555551503361418581375101289011215881151261116591097951100071040239875299946906338348882110
CONTCOMPL(NECD)3711644186252353612173031895022124782274722266152221001968671797211769011760801719061698881739231765431724011674051555551503361418581375101289011215881151261116591097951100071040239875299946906338348882110
CONTCOMPLIANCE3711644186252353612173031895022124782274722266152221001968671797211769011760801719061698881739231765431724011674051555551503361418581375101289011215881151261116591097951100071040239875299946906338348882110

PM (Unit = Mg)
2000200120022003200420052006200720082009201020112012201320142015201620172018201920202021202220232024
PM2.51A1a56671071162667357458056660369466856183689310221367141216899248998391030841836696
PM2.52A5b     16484585332463284716623304034082433734143610090127139131213
PM102A5b     164774580533124653281470866183300403040792433373041343569988991267139513112125
PM10NATIONALTOTAL16651171581756617552178053897527609277712507125227265272794424939251492458722927238722011423246194371853119216183451735717729
PM10NTCOMPL(NECD)16651171581756617552178053897527609277712507125227265272794424939251492458722927238722011423246194371853119216183451735717729
PM10NTCOMPLIANCE16651171581756617552178053897527609277712507125227265272794424939251492458722927238722011423246194371853119216183451735717729
TSP2A5b     5507715254177828167109171573322107110381348013639812312482137614573333229984233465743767089
TSP2I8835125345986191107626588474432125013111215123113971344144214161385138913691671176315951798
TSPNATIONALTOTAL20536207412134021483218498238342696445943498636678423144819837234391393872133185373592585138209264332506927126264342498527443
TSPNTCOMPL(NECD)20536207412134021483218498238342696445943498636678423144819837234391393872133185373592585138209264332506927126264342498527443
TSPNTCOMPLIANCE20536207412134021483218498238342696445943498636678423144819837234391393872133185373592585138209264332506927126264342498527443
BC1A3di(i)3942464648605850385459605137532687485827780653117

HM (Unit = g)
19901991199219931994199519961997199819992000200120022003200420052006200720082009201020112012201320142015201620172018201920202021202220232024
Pb1A1a813849887466573450541768496652384917397061346840410765307928174780208375189614159476158032135352134631159148125573138515131306109361154448193661182010225682238519300118185432167654158460202740178334173780152140
Pb1A2f54290456096631042428014124713415287613137511458211127090381827288019782071884709978912266616310816117213877381036101216136088155713161873149483158615157056147395151153157641151847172383171336129137147735
Pb1A2gvii13202411078202787412690482750921787412423925557346508596423925320154286513252588962729605311929869342653296138237039125413511417137913751246119313311434147812611145117313001421
Pb1A3bvi49292053622734717025843619153925734728302132103634209231211927968830665331709732385336131111535401375840151579015092901219200125830012511901200850161402011385201390180169306017775801887220197461017375301762330190445019447902035190
Pb1A4ai1918209226750411896691134466108670698936881521756460455906542621629417724191928208228174427649631503141525432404325312330446730757936414726523630815327227120286223982425108627472421347514451317560417117011734559823
Pb1A4bi264350227736219561379993688198017042488510688797027489047777937279487434517704428103618042028480279350039365739680489553231045162103703810286641021739924749842557858415889798888498811106742633795621753667613985680924
Pb2A3227900022790003520009300016900043000420001040001450005200086000230004200051000148221482214822148221500014822148221482214822148221482214822183607600076000760007600076000760007600076000
Pb2D3i               342686417323624064679022264522333906321675458091570517523555466010372243415442463501535472362616400586526766266061476489
PbNATIONALTOTAL1124738111627414515342744882894153131369328833060433277217328885727900722288413220784522248582088887208026333502913798328405671740166693242463341581934594323483974408727734048463506193378286540738074121617412741335798763809696401436235324663838690
PbNTCOMPL(NECD)1124738111627414515342744882894153131369328833060433277217328885727900722288413220784522248582088887208026333502913798328405671740166693242463341581934594323483974408727734048463506193378286540738074121617412741335798763809696401436235324663838690
PbNTCOMPLIANCE1124738111627414515342744882894153131369328833060433277217328885727900722288413220784522248582088887208026333502913798328405671740166693242463341581934594323483974408727734048463506193378286540738074121617412741335798763809696401436235324663838690
Cd1A2f3018728352128728636845864146100647767305623483546614926516460066831878988187711476550515989707980027149857578007515838993078995102001086180769219
Cd1A4ai248002838614544136611397812034105847536763167195030440147304445421344505288428835883925379643293422386034962858314031242831233317892094194415771110
Cd1A4bi4853350308258453458432241325963638837263375213924840546414464120342009424514382546093448664646346930475334649646486451824206339964397723940639929378503689237734358983288337257
Cd1B2aiv47175771199425011786155118242476314521572347329732593577436346334044239646714249454145534313455437894205466249104845475839513977412145484423
CdNATIONALTOTAL234611254000139742147756138401117090124839119143144839117944103614114863120519118497126212138688137848125868139729134870134387128004133544135485124666132271134567138730127071123059116361126827128278127223127979
CdNTCOMPL(NECD)234611254000139742147756138401117090124839119143144839117944103614114863120519118497126212138688137848125868139729134870134387128004133544135485124666132271134567138730127071123059116361126827128278127223127979
CdNTCOMPLIANCE234611254000139742147756138401117090124839119143144839117944103614114863120519118497126212138688137848125868139729134870134387128004133544135485124666132271134567138730127071123059116361126827128278127223127979
Hg1A2f159268154969825084699645940334583321835372396223343529002278002818729084343564043453032536224653328414308263670143510490614381553052485304696052296577285573463227671424991457024
Hg1A4bi9171996854320203119324600197642442825382200482065718086184311961821046206582212124885251622609325483290122901328792287842571622864237082507024931223211979621784206001592217154
Hg1A4ci178351866526932400195610131642115412611001698866924136499010501283116510831070128915641427168423162208242526572820245920712022270816271767
Hg1B2aiv56606925239230012144186121892972377525882817395639114293523655594853287656055099544954635175546545475046559458925814570947414772494554575307
Hg5C1biii432432286158625717891210994123909150603611592642169140891031527966374514019337329210982124767928169811930022752230013546558249101318811097003976103
HgNATIONALTOTAL525504554670303364248535227386197894192433181633198313168595141907149038153980156930165784189719208700220335219374205217209768201401186863201770192482218250222332235575242438249885262999331221308098274052286688
HgNTCOMPL(NECD)525504554670303364248535227386197894192433181633198313168595141907149038153980156930165784189719208700220335219374205217209768201401186863201770192482218250222332235575242438249885262999331221308098274052286688
HgNTCOMPLIANCE525504554670303364248535227386197894192433181633198313168595141907149038153980156930165784189719208700220335219374205217209768201401186863201770192482218250222332235575242438249885262999331221308098274052286688

POP (Unit = mg)
19901991199219931994199519961997199819992000200120022003200420052006200720082009201020112012201320142015201620172018201920202021202220232024
DIOX1A1a6917985705484613713883674193143044475446037236887557728519799729041206139816862236229726872575254825293075260626212488
DIOX1A4ai196022671208115011511023859608615522398346374350331356430347289322324367292328297259282273291251218235220194162
DIOX1A4bi157741636582521086710100101281134811690116951223212428126891265812948130631343713844131671341513251132441273612525119571084410051964693569191839078207863732062326249
DIOX5C1bii921921256742224867291284272119393500473128265111671080642628814203432636731886108304166374389253343337344
HCB1A1a111361491411184110258532766283078597929866461025516738225172645932896321623711338717451875272152872496176537881544100440130436133842151190145791145712152098187041166739171152179676
HCB1A2f1824617043759454765436416639644330435143353495343045265735610465037210747567154373447857356195668660796159587751027089751172838066786663017056
HCB1A4ai18789191361156699361247099661081687049502109499761928893188210770478188181750173537408752782588089870482757915814474937841745176207803738875207159
HCB1A4bi544935500649087779487765283954908849286199517104349110812113267111283112435114232117245121395116908121311123535121783118554119021114724107891103923102609999191018619778197256978679328588706100988
PCB1A2d913111639792710944257141958630858421791264713048428032582620938 36 97 850012800142008750217002190016100195202585078360796607708076890806908294084500
PCB1A2e597867686868327469753416425623170821292151273369722932623321272172513718964201681776516661107111513118191192111853019721215941496517175190451598412413166641275591841258414455
PCB1A4bi26046632745423776835654208459222292519416002442540257991262457156445157829202008242308223626258843330251354320370142343785456960469657463177480459408307332104359603408862397293328570249161302868284295153005147916
PCB1A4ci26469927761734177299302143385081717985118514426523852217221859604766663390135105374530665104731561259525171751683418535187062023615816935779971547739174767