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Die NOAA-Zeitreihen der globalen Oberflächentemperaturanomalien

Die National Oceanic and Atmospheric Administration (NOAA) ist eine Regierungsorganisation mit Sitz in den USA. Sie hält die umfassendste Datensammlung zum globalen Klimawandel vor und stellt die Datensätze auf ihren jeweiligen Webseiten zum öffentlichen Download bereit. Ein prominenter Datensatz ist der zu den globalen Oberfächentemperaturanomalien, und die meisten Nachrichten zum Klimawandel beziehen sich direkt oder indirekt auf diese Zeitreihen die von 1880 bis in die Gegenwart reichen. Der öffentliche Zugriff auf die Daten wird über Web- und FTP-Services gewährt. Die Web-Anwendung nennt sich Climate at a Glance, und sie ermöglicht zusätzlich zum Download der Daten auch deren grafische Darstellung. In diesen Zeitreihen sind Anomalien die monatlichen bzw. jährlichen Mittelwerte der Temperaturabweichungen vom globalen Oberflächentemperaturmittelwert des gesamten 20. Jahrhunderts. Die Zeitreihen mit den jährlichen Anomalien können ohne weiteres für eigene Diagramme und Auswertungen verwendet werden, die in der höheren zeitlichen Auflösung vorliegenden monatlichen Daten dagegen nicht, denn deren Zeitskala ist nicht dezimal. Hier stelle ich ein C-Programm vor, das die Kalenderjahr/-monat-Zeitskala dezimal transformiert.

Download der monatlichen Zeitreihe

Eine Datei mit den Monatsmittelwerten der globalen Oberflächentemperaturanomalien erhält man, indem man auf der Climate-at-a-Glance-Seite als Timescale: „All Months“ sowie als Month: „December“ auswählt und alle anderen Voreinstellungen beibehält.

Dann klickt man auf Plot und bekommt ein Blakendiagramm der ausgewählten Anomalien angezeigt. Darunter befindet sich eine Tabelle mit den zugrundeliegenden Anomaliewerten per Jahr/Monat.

Die Daten kann man sich im CSV-Format herunterladen, indem man links oberhalb der Tabelle mit der rechten Maustaste auf das kleine Symbol mit dem grünen [x] und schwarzem , klickt, und die verlinkte Datei herunterlädt.

Global Land and Ocean Temperature Anomalies
Units: Degrees Celsius
Base Period: 1901-2000
Missing: -999
Year,Value
188001,-0.02
188002,-0.14
188003,-0.15
188004,-0.06
188005,-0.09
188006,-0.18
188007,-0.17
188008,-0.10
188009,-0.10
188010,-0.20
188011,-0.28
188012,-0.09
188101,-0.04
188102,-0.04
188103,0.01
188104,0.06
188105,0.01
188106,-0.11
188107,-0.05
188108,-0.06
188109,-0.18
188110,-0.24
188111,-0.23
188112,-0.06
188201,0.07
188202,0.02
188203,0.06
188204,-0.13
188205,-0.16
188206,-0.15
188207,-0.08
188208,-0.02
188209,-0.01
188210,-0.23
188211,-0.14
188212,-0.18
188301,-0.28
188302,-0.31
188303,-0.14
188304,-0.18
188305,-0.15
188306,-0.02
188307,-0.09
188308,-0.06
188309,-0.16
188310,-0.18
188311,-0.18
188312,-0.09
188401,-0.20
188402,-0.17
188403,-0.22
188404,-0.20
188405,-0.14
188406,-0.21
188407,-0.31
188408,-0.28
188409,-0.24
188410,-0.19
188411,-0.28
188412,-0.16
188501,-0.44
188502,-0.27
188503,-0.16
188504,-0.27
188505,-0.29
188506,-0.32
188507,-0.25
188508,-0.25
188509,-0.21
188510,-0.14
188511,-0.14
188512,0.03
188601,-0.12
188602,-0.29
188603,-0.29
188604,-0.18
188605,-0.17
188606,-0.25
188607,-0.17
188608,-0.22
188609,-0.20
188610,-0.24
188611,-0.20
188612,-0.17
188701,-0.40
188702,-0.39
188703,-0.17
188704,-0.19
188705,-0.24
188706,-0.22
188707,-0.27
188708,-0.32
188709,-0.18
188710,-0.29
188711,-0.16
188712,-0.20
188801,-0.39
188802,-0.33
188803,-0.30
188804,-0.18
188805,-0.15
188806,-0.09
188807,-0.12
188808,-0.16
188809,-0.07
188810,0.01
188811,-0.04
188812,0.03
188901,-0.10
188902,0.01
188903,0.12
188904,0.05
188905,-0.03
188906,-0.07
188907,-0.17
188908,-0.14
188909,-0.23
188910,-0.20
188911,-0.28
188912,-0.18
189001,-0.36
189002,-0.43
189003,-0.31
189004,-0.26
189005,-0.38
189006,-0.28
189007,-0.27
189008,-0.32
189009,-0.35
189010,-0.30
189011,-0.34
189012,-0.23
189101,-0.38
189102,-0.53
189103,-0.21
189104,-0.25
189105,-0.14
189106,-0.20
189107,-0.22
189108,-0.23
189109,-0.15
189110,-0.28
189111,-0.39
189112,-0.04
189201,-0.23
189202,-0.13
189203,-0.30
189204,-0.31
189205,-0.29
189206,-0.28
189207,-0.35
189208,-0.33
189209,-0.22
189210,-0.25
189211,-0.46
189212,-0.47
189301,-0.67
189302,-0.61
189303,-0.22
189304,-0.34
189305,-0.33
189306,-0.23
189307,-0.19
189308,-0.31
189309,-0.25
189310,-0.20
189311,-0.15
189312,-0.24
189401,-0.43
189402,-0.21
189403,-0.20
189404,-0.30
189405,-0.30
189406,-0.35
189407,-0.26
189408,-0.27
189409,-0.25
189410,-0.21
189411,-0.29
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189501,-0.43
189502,-0.40
189503,-0.28
189504,-0.17
189505,-0.20
189506,-0.29
189507,-0.19
189508,-0.22
189509,-0.12
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189602,-0.08
189603,-0.21
189604,-0.25
189605,-0.09
189606,-0.08
189607,-0.05
189608,-0.06
189609,-0.06
189610,0.00
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189612,0.06
189701,-0.18
189702,-0.11
189703,-0.18
189704,0.00
189705,-0.02
189706,-0.09
189707,-0.04
189708,-0.07
189709,-0.02
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189802,-0.28
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189907,-0.13
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190001,-0.23
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190402,-0.47
190403,-0.51
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190408,-0.43
190409,-0.46
190410,-0.40
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190502,-0.62
190503,-0.39
190504,-0.45
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190509,-0.21
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190701,-0.35
190702,-0.40
190703,-0.28
190704,-0.35
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190706,-0.37
190707,-0.35
190708,-0.34
190709,-0.34
190710,-0.31
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190712,-0.40
190801,-0.37
190802,-0.38
190803,-0.61
190804,-0.48
190805,-0.40
190806,-0.41
190807,-0.39
190808,-0.48
190809,-0.40
190810,-0.52
190811,-0.49
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190901,-0.56
190902,-0.46
190903,-0.54
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190906,-0.42
190907,-0.44
190908,-0.31
190909,-0.36
190910,-0.40
190911,-0.28
190912,-0.41
191001,-0.31
191002,-0.37
191003,-0.43
191004,-0.34
191005,-0.31
191006,-0.36
191007,-0.33
191008,-0.34
191009,-0.34
191010,-0.42
191011,-0.50
191012,-0.57
191101,-0.52
191102,-0.54
191103,-0.58
191104,-0.52
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191110,-0.34
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191201,-0.28
191202,-0.12
191203,-0.32
191204,-0.21
191205,-0.23
191206,-0.26
191207,-0.32
191208,-0.46
191209,-0.51
191210,-0.52
191211,-0.41
191212,-0.36
191301,-0.35
191302,-0.39
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191304,-0.35
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191306,-0.38
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191308,-0.33
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191311,-0.14
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191401,0.08
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191403,-0.17
191404,-0.25
191405,-0.17
191406,-0.20
191407,-0.21
191408,-0.17
191409,-0.18
191410,-0.09
191411,-0.12
191412,-0.10
191501,-0.13
191502,-0.01
191503,-0.11
191504,0.02
191505,-0.07
191506,-0.09
191507,-0.03
191508,-0.08
191509,-0.12
191510,-0.18
191511,-0.02
191512,-0.05
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191602,-0.18
191603,-0.30
191604,-0.20
191605,-0.22
191606,-0.38
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191609,-0.26
191610,-0.27
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191701,-0.44
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191703,-0.43
191704,-0.32
191705,-0.46
191706,-0.34
191707,-0.18
191708,-0.17
191709,-0.06
191710,-0.26
191711,-0.13
191712,-0.54
191801,-0.22
191802,-0.29
191803,-0.17
191804,-0.30
191805,-0.27
191806,-0.17
191807,-0.20
191808,-0.17
191809,-0.14
191810,-0.10
191811,-0.11
191812,-0.32
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191907,-0.21
191908,-0.20
191909,-0.18
191910,-0.22
191911,-0.32
191912,-0.30
192001,-0.11
192002,-0.22
192003,-0.06
192004,-0.21
192005,-0.17
192006,-0.25
192007,-0.24
192008,-0.23
192009,-0.18
192010,-0.21
192011,-0.25
192012,-0.39
192101,-0.06
192102,-0.15
192103,-0.22
192104,-0.20
192105,-0.19
192106,-0.16
192107,-0.11
192108,-0.19
192109,-0.14
192110,-0.06
192111,-0.18
192112,-0.08
192201,-0.32
192202,-0.29
192203,-0.08
192204,-0.13
192205,-0.26
192206,-0.28
192207,-0.26
192208,-0.27
192209,-0.25
192210,-0.24
192211,-0.19
192212,-0.15
192301,-0.21
192302,-0.37
192303,-0.27
192304,-0.33
192305,-0.25
192306,-0.19
192307,-0.28
192308,-0.28
192309,-0.24
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192311,0.03
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192405,-0.20
192406,-0.22
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192408,-0.28
192409,-0.28
192410,-0.28
192411,-0.29
192412,-0.39
192501,-0.32
192502,-0.27
192503,-0.16
192504,-0.16
192505,-0.21
192506,-0.22
192507,-0.21
192508,-0.13
192509,-0.10
192510,-0.12
192511,0.07
192512,0.14
192601,0.17
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192603,0.08
192604,-0.12
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192606,-0.12
192607,-0.15
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192701,-0.17
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192705,-0.22
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192707,-0.09
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192709,-0.02
192710,0.02
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192801,-0.07
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192803,-0.26
192804,-0.24
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193007,-0.06
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193011,0.15
193012,0.01
193101,-0.05
193102,-0.22
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193107,-0.02
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193110,0.01
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193201,0.16
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193203,-0.18
193204,-0.04
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193206,-0.16
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193210,-0.09
193211,-0.21
193212,-0.19
193301,-0.31
193302,-0.32
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193410,-0.07
193411,0.01
193412,-0.03
193501,-0.29
193502,0.17
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193506,-0.17
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193510,-0.02
193511,-0.27
193512,-0.18
193601,-0.26
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193603,-0.21
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193610,-0.02
193611,-0.03
193612,-0.02
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193704,-0.13
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193706,0.01
193707,0.00
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193709,0.13
193710,0.11
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193804,0.04
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193810,0.07
193811,0.00
193812,-0.26
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193902,-0.12
193903,-0.19
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193905,-0.04
193906,-0.01
193907,0.00
193908,0.05
193909,0.01
193910,-0.04
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193912,0.40
194001,-0.12
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194003,0.07
194004,0.12
194005,0.05
194006,0.10
194007,0.14
194008,0.09
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194010,0.10
194011,0.09
194012,0.27
194101,0.17
194102,0.22
194103,0.10
194104,0.22
194105,0.24
194106,0.16
194107,0.20
194108,0.17
194109,0.08
194110,0.31
194111,0.22
194112,0.21
194201,0.30
194202,0.09
194203,0.17
194204,0.19
194205,0.16
194206,0.20
194207,0.07
194208,0.04
194209,0.11
194210,0.14
194211,0.16
194212,0.14
194301,-0.03
194302,0.16
194303,0.07
194304,0.16
194305,0.13
194306,0.02
194307,0.18
194308,0.09
194309,0.14
194310,0.31
194311,0.25
194312,0.35
194401,0.42
194402,0.30
194403,0.36
194404,0.26
194405,0.26
194406,0.33
194407,0.31
194408,0.27
194409,0.38
194410,0.31
194411,0.14
194412,0.09
194501,0.15
194502,0.01
194503,0.10
194504,0.27
194505,0.17
194506,0.14
194507,0.16
194508,0.35
194509,0.26
194510,0.25
194511,0.19
194512,-0.05
194601,0.22
194602,0.09
194603,0.00
194604,0.17
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194612,-0.27
194701,-0.19
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194704,0.01
194705,-0.02
194706,0.01
194707,-0.02
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194710,0.05
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194805,0.14
194806,-0.02
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194810,-0.07
194811,-0.06
194812,-0.11
194901,0.11
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194904,0.00
194905,-0.01
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195101,-0.29
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195103,-0.17
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195105,0.06
195106,0.03
195107,0.11
195108,0.11
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195110,0.11
195111,0.03
195112,0.22
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195202,0.09
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195205,0.04
195206,0.04
195207,0.07
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195209,0.07
195210,-0.04
195211,-0.20
195212,-0.01
195301,0.10
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195303,0.16
195304,0.19
195305,0.14
195306,0.13
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195309,0.06
195310,0.07
195311,-0.06
195312,0.06
195401,-0.24
195402,-0.09
195403,-0.09
195404,-0.17
195405,-0.20
195406,-0.11
195407,-0.12
195408,-0.09
195409,-0.05
195410,-0.07
195411,0.04
195412,-0.18
195501,0.09
195502,-0.13
195503,-0.31
195504,-0.24
195505,-0.12
195506,-0.07
195507,-0.09
195508,-0.02
195509,-0.09
195510,-0.12
195511,-0.24
195512,-0.27
195601,-0.18
195602,-0.27
195603,-0.20
195604,-0.28
195605,-0.23
195606,-0.14
195607,-0.13
195608,-0.19
195609,-0.25
195610,-0.20
195611,-0.15
195612,-0.15
195701,-0.12
195702,-0.11
195703,-0.06
195704,-0.02
195705,0.11
195706,0.16
195707,0.06
195708,0.13
195709,0.08
195710,0.02
195711,0.13
195712,0.23
195801,0.30
195802,0.21
195803,0.12
195804,0.12
195805,0.11
195806,0.07
195807,0.07
195808,0.06
195809,0.02
195810,0.04
195811,0.09
195812,0.15
195901,0.13
195902,0.07
195903,0.21
195904,0.12
195905,0.03
195906,0.09
195907,0.07
195908,0.05
195909,0.10
195910,-0.01
195911,-0.08
195912,-0.03
196001,0.00
196002,0.19
196003,-0.20
196004,-0.09
196005,-0.08
196006,0.08
196007,0.04
196008,0.05
196009,0.07
196010,0.04
196011,-0.05
196012,0.23
196101,0.12
196102,0.18
196103,0.17
196104,0.14
196105,0.16
196106,0.15
196107,0.04
196108,0.04
196109,0.00
196110,-0.03
196111,0.02
196112,-0.02
196201,0.14
196202,0.17
196203,0.12
196204,0.08
196205,0.06
196206,0.06
196207,0.09
196208,0.06
196209,0.07
196210,0.08
196211,0.08
196212,0.09
196301,0.04
196302,0.26
196303,-0.02
196304,0.00
196305,0.02
196306,0.05
196307,0.14
196308,0.16
196309,0.17
196310,0.22
196311,0.20
196312,0.09
196401,0.05
196402,-0.10
196403,-0.14
196404,-0.18
196405,-0.09
196406,-0.09
196407,-0.11
196408,-0.16
196409,-0.20
196410,-0.26
196411,-0.20
196412,-0.26
196501,-0.07
196502,-0.19
196503,-0.10
196504,-0.18
196505,-0.07
196506,-0.04
196507,-0.08
196508,-0.04
196509,-0.05
196510,0.02
196511,-0.09
196512,-0.01
196601,-0.04
196602,-0.03
196603,0.00
196604,-0.09
196605,-0.03
196606,0.06
196607,0.07
196608,0.02
196609,0.03
196610,-0.06
196611,-0.04
196612,-0.12
196701,-0.10
196702,-0.17
196703,0.01
196704,0.01
196705,0.13
196706,-0.03
196707,-0.02
196708,0.00
196709,-0.03
196710,0.13
196711,-0.02
196712,-0.04
196801,-0.18
196802,-0.13
196803,0.15
196804,-0.07
196805,-0.08
196806,-0.02
196807,-0.02
196808,-0.02
196809,-0.01
196810,0.05
196811,0.02
196812,-0.04
196901,-0.13
196902,-0.10
196903,0.13
196904,0.20
196905,0.18
196906,0.08
196907,0.09
196908,0.10
196909,0.09
196910,0.07
196911,0.20
196912,0.25
197001,0.12
197002,0.24
197003,0.04
197004,0.13
197005,0.04
197006,0.03
197007,-0.02
197008,-0.02
197009,0.01
197010,-0.03
197011,0.02
197012,-0.10
197101,0.00
197102,-0.22
197103,-0.14
197104,-0.13
197105,-0.09
197106,-0.13
197107,-0.06
197108,-0.07
197109,-0.04
197110,-0.08
197111,0.04
197112,-0.02
197201,-0.24
197202,-0.16
197203,0.00
197204,0.04
197205,0.02
197206,0.08
197207,0.07
197208,0.09
197209,0.02
197210,0.09
197211,0.08
197212,0.25
197301,0.26
197302,0.37
197303,0.33
197304,0.25
197305,0.22
197306,0.20
197307,0.12
197308,0.08
197309,0.06
197310,0.05
197311,0.02
197312,0.03
197401,-0.20
197402,-0.25
197403,-0.05
197404,-0.04
197405,-0.02
197406,-0.04
197407,0.02
197408,0.01
197409,-0.04
197410,-0.08
197411,-0.07
197412,-0.10
197501,0.12
197502,0.03
197503,0.11
197504,0.08
197505,0.07
197506,0.04
197507,0.00
197508,-0.07
197509,0.02
197510,-0.12
197511,-0.14
197512,-0.09
197601,-0.02
197602,-0.12
197603,-0.24
197604,-0.02
197605,-0.12
197606,-0.07
197607,-0.09
197608,-0.09
197609,-0.04
197610,-0.18
197611,-0.04
197612,0.09
197701,0.06
197702,0.24
197703,0.31
197704,0.28
197705,0.24
197706,0.25
197707,0.17
197708,0.14
197709,0.19
197710,0.12
197711,0.26
197712,0.11
197801,0.16
197802,0.13
197803,0.22
197804,0.13
197805,0.06
197806,0.05
197807,0.07
197808,0.00
197809,0.07
197810,0.06
197811,0.23
197812,0.15
197901,0.16
197902,0.09
197903,0.25
197904,0.11
197905,0.16
197906,0.22
197907,0.17
197908,0.23
197909,0.25
197910,0.29
197911,0.30
197912,0.50
198001,0.31
198002,0.35
198003,0.24
198004,0.31
198005,0.32
198006,0.25
198007,0.22
198008,0.20
198009,0.20
198010,0.18
198011,0.33
198012,0.27
198101,0.47
198102,0.36
198103,0.41
198104,0.36
198105,0.26
198106,0.29
198107,0.23
198108,0.24
198109,0.19
198110,0.17
198111,0.21
198112,0.43
198201,0.14
198202,0.16
198203,0.09
198204,0.21
198205,0.19
198206,0.13
198207,0.15
198208,0.14
198209,0.24
198210,0.18
198211,0.15
198212,0.44
198301,0.52
198302,0.48
198303,0.43
198304,0.29
198305,0.29
198306,0.27
198307,0.27
198308,0.33
198309,0.32
198310,0.21
198311,0.43
198312,0.28
198401,0.28
198402,0.18
198403,0.27
198404,0.15
198405,0.28
198406,0.13
198407,0.12
198408,0.17
198409,0.14
198410,0.12
198411,0.04
198412,-0.09
198501,0.18
198502,0.02
198503,0.19
198504,0.15
198505,0.20
198506,0.13
198507,0.08
198508,0.13
198509,0.10
198510,0.13
198511,0.12
198512,0.20
198601,0.33
198602,0.28
198603,0.30
198604,0.26
198605,0.25
198606,0.25
198607,0.17
198608,0.17
198609,0.17
198610,0.21
198611,0.16
198612,0.22
198701,0.31
198702,0.50
198703,0.26
198704,0.30
198705,0.34
198706,0.30
198707,0.42
198708,0.38
198709,0.43
198710,0.33
198711,0.33
198712,0.53
198801,0.55
198802,0.39
198803,0.48
198804,0.44
198805,0.38
198806,0.38
198807,0.34
198808,0.32
198809,0.32
198810,0.30
198811,0.23
198812,0.36
198901,0.21
198902,0.30
198903,0.34
198904,0.29
198905,0.28
198906,0.27
198907,0.30
198908,0.30
198909,0.30
198910,0.30
198911,0.25
198912,0.40
199001,0.36
199002,0.40
199003,0.73
199004,0.49
199005,0.43
199006,0.41
199007,0.34
199008,0.35
199009,0.31
199010,0.43
199011,0.48
199012,0.45
199101,0.45
199102,0.46
199103,0.37
199104,0.52
199105,0.41
199106,0.48
199107,0.44
199108,0.38
199109,0.38
199110,0.33
199111,0.32
199112,0.30
199201,0.47
199202,0.45
199203,0.44
199204,0.29
199205,0.33
199206,0.28
199207,0.13
199208,0.14
199209,0.06
199210,0.11
199211,0.09
199212,0.28
199301,0.38
199302,0.39
199303,0.42
199304,0.32
199305,0.34
199306,0.29
199307,0.23
199308,0.21
199309,0.17
199310,0.24
199311,0.09
199312,0.30
199401,0.29
199402,0.08
199403,0.36
199404,0.36
199405,0.38
199406,0.38
199407,0.31
199408,0.31
199409,0.33
199410,0.43
199411,0.45
199412,0.40
199501,0.55
199502,0.69
199503,0.46
199504,0.41
199505,0.35
199506,0.46
199507,0.43
199508,0.50
199509,0.38
199510,0.44
199511,0.45
199512,0.35
199601,0.26
199602,0.45
199603,0.33
199604,0.27
199605,0.39
199606,0.35
199607,0.32
199608,0.32
199609,0.26
199610,0.23
199611,0.28
199612,0.39
199701,0.37
199702,0.43
199703,0.46
199704,0.45
199705,0.42
199706,0.53
199707,0.51
199708,0.54
199709,0.62
199710,0.64
199711,0.58
199712,0.63
199801,0.60
199802,0.86
199803,0.64
199804,0.73
199805,0.67
199806,0.66
199807,0.73
199808,0.68
199809,0.52
199810,0.49
199811,0.41
199812,0.58
199901,0.50
199902,0.66
199903,0.37
199904,0.45
199905,0.40
199906,0.42
199907,0.40
199908,0.37
199909,0.39
199910,0.37
199911,0.36
199912,0.57
200001,0.34
200002,0.54
200003,0.55
200004,0.63
200005,0.46
200006,0.40
200007,0.39
200008,0.45
200009,0.43
200010,0.30
200011,0.25
200012,0.32
200101,0.47
200102,0.39
200103,0.62
200104,0.56
200105,0.59
200106,0.53
200107,0.55
200108,0.60
200109,0.50
200110,0.49
200111,0.68
200112,0.51
200201,0.69
200202,0.78
200203,0.78
200204,0.57
200205,0.56
200206,0.58
200207,0.61
200208,0.53
200209,0.56
200210,0.47
200211,0.59
200212,0.43
200301,0.68
200302,0.56
200303,0.57
200304,0.56
200305,0.59
200306,0.53
200307,0.54
200308,0.62
200309,0.64
200310,0.72
200311,0.58
200312,0.73
200401,0.59
200402,0.72
200403,0.69
200404,0.59
200405,0.44
200406,0.47
200407,0.48
200408,0.51
200409,0.53
200410,0.62
200411,0.76
200412,0.51
200501,0.62
200502,0.51
200503,0.69
200504,0.73
200505,0.66
200506,0.67
200507,0.65
200508,0.62
200509,0.68
200510,0.69
200511,0.72
200512,0.62
200601,0.46
200602,0.62
200603,0.59
200604,0.52
200605,0.55
200606,0.63
200607,0.62
200608,0.62
200609,0.63
200610,0.68
200611,0.63
200612,0.75
200701,0.88
200702,0.66
200703,0.66
200704,0.73
200705,0.61
200706,0.54
200707,0.52
200708,0.55
200709,0.57
200710,0.56
200711,0.51
200712,0.48
200801,0.27
200802,0.37
200803,0.76
200804,0.48
200805,0.50
200806,0.53
200807,0.57
200808,0.56
200809,0.53
200810,0.67
200811,0.67
200812,0.56
200901,0.59
200902,0.56
200903,0.58
200904,0.65
200905,0.59
200906,0.67
200907,0.64
200908,0.70
200909,0.71
200910,0.64
200911,0.67
200912,0.61
201001,0.70
201002,0.71
201003,0.84
201004,0.83
201005,0.76
201006,0.73
201007,0.72
201008,0.65
201009,0.57
201010,0.62
201011,0.77
201012,0.48
201101,0.47
201102,0.49
201103,0.59
201104,0.65
201105,0.57
201106,0.65
201107,0.63
201108,0.61
201109,0.60
201110,0.63
201111,0.49
201112,0.55
201201,0.42
201202,0.42
201203,0.52
201204,0.73
201205,0.72
201206,0.71
201207,0.68
201208,0.67
201209,0.72
201210,0.70
201211,0.71
201212,0.46
201301,0.59
201302,0.63
201303,0.62
201304,0.56
201305,0.71
201306,0.68
201307,0.67
201308,0.66
201309,0.69
201310,0.68
201311,0.83
201312,0.70
201401,0.69
201402,0.48
201403,0.77
201404,0.80
201405,0.80
201406,0.76
201407,0.70
201408,0.80
201409,0.79
201410,0.79
201411,0.69
201412,0.84
201501,0.82
201502,0.89
201503,0.90
201504,0.78
201505,0.86
201506,0.89
201507,0.81
201508,0.88
201509,0.93
201510,1.00
201511,0.97
201512,1.13
201601,1.06
201602,1.21
201603,1.23
201604,1.08
201605,0.89
201606,0.91
201607,0.87
201608,0.90
201609,0.88
201610,0.74
201611,0.76
201612,0.81
201701,0.92
201702,0.97
201703,1.03
201704,0.89
201705,0.82
201706,0.79
201707,0.84
201708,0.82
201709,0.78
201710,0.74
201711,0.76
201712,0.82
201801,0.71
201802,0.70
201803,0.85
201804,0.82
201805,0.80
201806,0.73
201807,0.76
201808,0.74
201809,0.78
201810,0.88
201811,0.76
201812,0.85
201901,0.88
201902,0.77
201903,1.04
201904,0.93

Die Datei könnte man dann in ein Tabellenkalkulationsprogramm importieren und dann darin mit den Auswertungen beginnen. Das Zahlenformat der Zeitformatierung ist hierzu allerdings etwas unschön.

In der NOAA-Datei sieht die Year-Spalte zwar so aus als enthielte sie normale Zahlenwerte, die Jahre und Monate sind aber einfach nur zeichenweise aneinandergefügt, und damit bedeutet 201812 Dezember 2018 und 201901 steht für den Folgemonat Januar 2019. Das Problem hier ist, daß die zahlenmäßige Differenz 201901-201812 nicht 1 sondern 89 beträgt. Die Reihe mit den zeichenweise formatierten Zeitwerten ist also nicht stetig, sondern springt bei jedem Jahreswechsel nicht um 1 sondern um 88+1. Um eine kontinuierliche Zeitskala mit stetigen dezimalen Jahreszahlen zu erhalten, muß die Year-Spalte also konvertiert werden.

Das dezimale Kalenderjahr

In der NOAA-Tabelle sind Kalenderjahre/-monate gelistet. Das bedeutet, daß bei der Umrechnung die unterschiedliche Länge des Februars in Normal- und Schaltjahren berücksichtigt werden muß. Ferner bedeutet Monatsmittelwert einer Temperatur, daß deren Stützpunkt weder am Monatsanfang noch am -ende sondern natürlich in der Monatsmitte liegt.

Das Jahr 2008 war ein Schaltjahr, und der dezimale Zeitpunkt der Monatsmitte von März 2008 ergibt sich demnach zu: 2008 + (31 + 29 + 15,5)/366 = 2008,206284. Der gleiche Zeitpunkt im Nomaljahr 2009 beträgt dagegen: 2009 + (31 + 28 + 15,5)/365 = 2009,204110. Der dezimale Unterschied ist zwar gering aber dennoch signifikant.

Das C-Programm zur Konvertierung der NOAA-Datei

Es handelt sich hierbei um ein einfaches Kommandozeilen-Programm, das die heruntergeladene NOAA-CSV-Datei einliest, die Jahr-Monats-Zeichenketten in dezimale Kalenderjahre (Stützpunkte sind die jeweilige Monatsmitte) konvertiert und zusammen mit den unveränderten Temperaturanomalien als TSV-Datei ausgibt.

Als Spaltenüberschriften werden die SI-Formelzeichen und SI-Einheiten-Symbole verwendet, nämlich für die Zeitskala das Formelzeichen t in der Einheit a (Jahr). Bei den Anomalien handelt es sich um Temperaturdifferenzen, Formelzeichen ∆𝜗 in der Einheit °C.

Das folgende Programm kann unter FreeBSD, Linux und macOS wie folgt kompiliert werden:

  cc -g0 -O3 -march=native cagconv.c -Wno-parentheses -lm -o cagconv

//  cagconv.c
//  cagconv
//
//  Created by Dr. Rolf Jansen on 2019-06-07.
//  Copyright © 2019 Dr. Rolf Jansen. All rights reserved.
//
//  Redistribution and use in source and binary forms, with or without modification,
//  are permitted provided that the following conditions are met:
//
//  1. Redistributions of source code must retain the above copyright notice,
//     this list of conditions and the following disclaimer.
//
//  2. Redistributions in binary form must reproduce the above copyright notice,
//     this list of conditions and the following disclaimer in the documentation
//     and/or other materials provided with the distribution.
//
//  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
//  ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
//  WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED.
//  IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT,
//  INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
//  BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
//  DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
//  LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE
//  OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED
//  OF THE POSSIBILITY OF SUCH DAMAGE.
//
//  Usage:
//
//  1. Compile this file on either of FreeBSD, Linux or macOS:
//
//     cc -g0 -O3 -march=native cagconv.c -Wno-parentheses -lm -o cagconv
//
//  2. Download the monthly time series of the global surface temperature anomalies
//     from NOAA's site Climate at a Glance - https://www.ncdc.noaa.gov/cag/global/time-series
//
//     curl -O https://www.ncdc.noaa.gov/cag/global/time-series/globe/land_ocean/all/12/1860-2100.csv
//
//  3. Convert the YYYYMM date literals to decimal calendar years and write it
//     out together with the temperature anomalies to the TSV foutput file:
//
//     ./cagconv 1860-2100.csv 1860-2100.tsv
//
//  4. Open the TSV file with you favorite graphing and/or data analysis application.

#include <stdio.h>
#include <stdlib.h>
#include <stdbool.h>
#include <stdint.h>
#include <math.h>
#include <string.h>
#include <time.h>
#include <sys/stat.h>

double normYearMids[13] = {182.5, 15.5, 45.0, 74.5, 105.0, 135.5, 166.0, 196.5, 227.5, 258.0, 288.5, 319.0, 349.5};
double leapYearMids[13] = {183.0, 15.5, 45.5, 75.5, 106.0, 136.5, 167.0, 197.5, 228.5, 259.0, 289.5, 320.0, 350.5};

static inline bool isLeapYear(int year)
{
   return (year % 4)
          ? false
          : (year % 100)
            ? true
            : (year % 400)
              ? false
              : true;
}

static inline unsigned char *skip(unsigned char *s)
{
   for (;;)
      switch (*s)
      {
         case '\t'...'\r':
         case ' ':
            s++;
            break;

         default:
            return s;
      }
}

int main(int argc, char *const argv[])
{
   FILE *csv, *tsv;

   if (csv = (*(uint16_t *)argv[1] == *(uint16_t *)"-")
             ? stdin
             : fopen(argv[1], "r"))
   {
      if (tsv = (*(uint16_t *)argv[2] == *(uint16_t *)"-")
                ? stdout
                : fopen(argv[2], "w"))
      {
         unsigned
         char *line;
         char  data[256];

         // Copy over blank and descriptive text lines to the output file.
         while ((line = (unsigned char *)fgets(data, 256, csv))
             && (*(line = skip(line)) < '0' || '9' < *line))
            fprintf(tsv, "# %s", line);

         if (line)
         {
            // Write the column header using SI formular symbols and units.
            // - the formular symbol of time is 't'
            //   the unit symbol of year is 'a'
            // - formular symbol of celsius temperatures is '𝜗' (lower case theta)
            //   in general, differences are designated by '∆' (capital letter delta)
            //   the unit symbol of (Celsius) centigrade is '°C'
            fprintf(tsv, "t/a\t∆𝜗/°C\n");

            do
               if ('0' <= *line && *line <= '9' || *line == '-')
               {
                  // Read the CSV data.
                  // Convert the YYYYMM date literals to decimal calendar years and write it
                  // out together with the temperature anomalies to the TSV foutput file.
                  char  *p, *q;
                  double ym = strtod((char *)line, &p);
                  if (ym > 0.0)                             // missing values are designated by -999
                  {
                     ym /= 100.0;
                     int    y = (int)lround(floor(ym)),
                            m = (int)lround((ym - y)*100.0);
                     double t = y + ((isLeapYear(y))
                                    ? leapYearMids[m]/366.0
                                    : normYearMids[m]/365.0);

                     while (*p && *p++ != ',');
                     double an = strtod(q = p, &p);
                     if (an > -999.0)                       // missing values are designated by -999
                        if (p != q)
                           fprintf(tsv, "%.5f\t% .3f\n", t, an);
                        else
                           break;
                  }
                  else if (ym == 0.0 && p == (char *)line)
                     break;                                 // a number conversion error occurred
               }
            while ((line = (unsigned char *)fgets(data, 256, csv))
                && *(line = skip(line)));
         }

         if (tsv != stdout)
            fclose(tsv);
      }

      if (csv != stdin)
         fclose(csv);
   }

   return 0;
}

Zur Konvertierung wird der CAG-Konverter cagconv mit dem Eingabedateinamen als erstem und dem Ausgabedateinamen als zweitem Parameter aufgerufen, z.B. sei die Eingabedatei 1880-2019.csv:

  ./cagconv 1880-2019.csv 1880-2019.tsv
  cat 1880-2019.tsv

Man kann auch direkt die Ausgabe von fetch(1) oder curl(1) per Unix Pipe durch den CAG-Konverter schleusen:

  fetch -qo - https://www.ncdc.noaa.gov/cag/global/time-series/globe/land_ocean/all/12/1860-2100.csv \
  | ./cagconv - 1860-2100.tsv

bzw:

  curl https://www.ncdc.noaa.gov/cag/global/time-series/globe/land_ocean/all/12/1860-2100.csv \
  | ./cagconv - 1860-2100.tsv

  cat 1860-2100.tsv

oder auch ganz knapp mit direkter Ausgabe ins Terminal:

  fetch -qo - https://www.ncdc.noaa.gov/cag/global/time-series/globe/land_ocean/all/12/1860-2100.csv \
  | ./cagconv - -

bzw:

  curl https://www.ncdc.noaa.gov/cag/global/time-series/globe/land_ocean/all/12/1860-2100.csv \
  | ./cagconv - -

# Global Land and Ocean Temperature Anomalies
# Units: Degrees Celsius
# Base Period: 1901-2000
# Missing: -999
# Year,Value
t/a	∆𝜗/°C
1880.04235	-0.020
1880.12432	-0.140
1880.20628	-0.150
1880.28962	-0.060
1880.37295	-0.090
1880.45628	-0.180
1880.53962	-0.170
1880.62432	-0.100
1880.70765	-0.100
1880.79098	-0.200
1880.87432	-0.280
1880.95765	-0.090
1881.04247	-0.040
1881.12329	-0.040
1881.20411	 0.010
1881.28767	 0.060
1881.37123	 0.010
1881.45479	-0.110
1881.53836	-0.050
1881.62329	-0.060
1881.70685	-0.180
1881.79041	-0.240
1881.87397	-0.230
1881.95753	-0.060
1882.04247	 0.070
1882.12329	 0.020
1882.20411	 0.060
1882.28767	-0.130
1882.37123	-0.160
1882.45479	-0.150
1882.53836	-0.080
1882.62329	-0.020
1882.70685	-0.010
1882.79041	-0.230
1882.87397	-0.140
1882.95753	-0.180
1883.04247	-0.280
1883.12329	-0.310
1883.20411	-0.140
1883.28767	-0.180
1883.37123	-0.150
1883.45479	-0.020
1883.53836	-0.090
1883.62329	-0.060
1883.70685	-0.160
1883.79041	-0.180
1883.87397	-0.180
1883.95753	-0.090
1884.04235	-0.200
1884.12432	-0.170
1884.20628	-0.220
1884.28962	-0.200
1884.37295	-0.140
1884.45628	-0.210
1884.53962	-0.310
1884.62432	-0.280
1884.70765	-0.240
1884.79098	-0.190
1884.87432	-0.280
1884.95765	-0.160
1885.04247	-0.440
1885.12329	-0.270
1885.20411	-0.160
1885.28767	-0.270
1885.37123	-0.290
1885.45479	-0.320
1885.53836	-0.250
1885.62329	-0.250
1885.70685	-0.210
1885.79041	-0.140
1885.87397	-0.140
1885.95753	 0.030
1886.04247	-0.120
1886.12329	-0.290
1886.20411	-0.290
1886.28767	-0.180
1886.37123	-0.170
1886.45479	-0.250
1886.53836	-0.170
1886.62329	-0.220
1886.70685	-0.200
1886.79041	-0.240
1886.87397	-0.200
1886.95753	-0.170
1887.04247	-0.400
1887.12329	-0.390
1887.20411	-0.170
1887.28767	-0.190
1887.37123	-0.240
1887.45479	-0.220
1887.53836	-0.270
1887.62329	-0.320
1887.70685	-0.180
1887.79041	-0.290
1887.87397	-0.160
1887.95753	-0.200
1888.04235	-0.390
1888.12432	-0.330
1888.20628	-0.300
1888.28962	-0.180
1888.37295	-0.150
1888.45628	-0.090
1888.53962	-0.120
1888.62432	-0.160
1888.70765	-0.070
1888.79098	 0.010
1888.87432	-0.040
1888.95765	 0.030
1889.04247	-0.100
1889.12329	 0.010
1889.20411	 0.120
1889.28767	 0.050
1889.37123	-0.030
1889.45479	-0.070
1889.53836	-0.170
1889.62329	-0.140
1889.70685	-0.230
1889.79041	-0.200
1889.87397	-0.280
1889.95753	-0.180
1890.04247	-0.360
1890.12329	-0.430
1890.20411	-0.310
1890.28767	-0.260
1890.37123	-0.380
1890.45479	-0.280
1890.53836	-0.270
1890.62329	-0.320
1890.70685	-0.350
1890.79041	-0.300
1890.87397	-0.340
1890.95753	-0.230
1891.04247	-0.380
1891.12329	-0.530
1891.20411	-0.210
1891.28767	-0.250
1891.37123	-0.140
1891.45479	-0.200
1891.53836	-0.220
1891.62329	-0.230
1891.70685	-0.150
1891.79041	-0.280
1891.87397	-0.390
1891.95753	-0.040
1892.04235	-0.230
1892.12432	-0.130
1892.20628	-0.300
1892.28962	-0.310
1892.37295	-0.290
1892.45628	-0.280
1892.53962	-0.350
1892.62432	-0.330
1892.70765	-0.220
1892.79098	-0.250
1892.87432	-0.460
1892.95765	-0.470
1893.04247	-0.670
1893.12329	-0.610
1893.20411	-0.220
1893.28767	-0.340
1893.37123	-0.330
1893.45479	-0.230
1893.53836	-0.190
1893.62329	-0.310
1893.70685	-0.250
1893.79041	-0.200
1893.87397	-0.150
1893.95753	-0.240
1894.04247	-0.430
1894.12329	-0.210
1894.20411	-0.200
1894.28767	-0.300
1894.37123	-0.300
1894.45479	-0.350
1894.53836	-0.260
1894.62329	-0.270
1894.70685	-0.250
1894.79041	-0.210
1894.87397	-0.290
1894.95753	-0.240
1895.04247	-0.430
1895.12329	-0.400
1895.20411	-0.280
1895.28767	-0.170
1895.37123	-0.200
1895.45479	-0.290
1895.53836	-0.190
1895.62329	-0.220
1895.70685	-0.120
1895.79041	-0.130
1895.87397	-0.150
1895.95753	-0.070
1896.04235	-0.100
1896.12432	-0.080
1896.20628	-0.210
1896.28962	-0.250
1896.37295	-0.090
1896.45628	-0.080
1896.53962	-0.050
1896.62432	-0.060
1896.70765	-0.060
1896.79098	 0.000
1896.87432	-0.160
1896.95765	 0.060
1897.04247	-0.180
1897.12329	-0.110
1897.20411	-0.180
1897.28767	 0.000
1897.37123	-0.020
1897.45479	-0.090
1897.53836	-0.040
1897.62329	-0.070
1897.70685	-0.020
1897.79041	-0.160
1897.87397	-0.260
1897.95753	-0.290
1898.04247	-0.040
1898.12329	-0.280
1898.20411	-0.650
1898.28767	-0.350
1898.37123	-0.310
1898.45479	-0.210
1898.53836	-0.240
1898.62329	-0.230
1898.70685	-0.210
1898.79041	-0.320
1898.87397	-0.250
1898.95753	-0.010
1899.04247	-0.100
1899.12329	-0.280
1899.20411	-0.260
1899.28767	-0.190
1899.37123	-0.140
1899.45479	-0.200
1899.53836	-0.130
1899.62329	-0.060
1899.70685	-0.050
1899.79041	-0.030
1899.87397	 0.140
1899.95753	-0.160
1900.04247	-0.230
1900.12329	-0.090
1900.20411	-0.040
1900.28767	-0.090
1900.37123	-0.040
1900.45479	-0.050
1900.53836	-0.070
1900.62329	-0.070
1900.70685	-0.060
1900.79041	 0.050
1900.87397	-0.140
1900.95753	 0.030
1901.04247	-0.120
1901.12329	-0.070
1901.20411	-0.030
1901.28767	-0.060
1901.37123	-0.120
1901.45479	-0.130
1901.53836	-0.150
1901.62329	-0.130
1901.70685	-0.200
1901.79041	-0.280
1901.87397	-0.130
1901.95753	-0.240
1902.04247	-0.090
1902.12329	-0.040
1902.20411	-0.200
1902.28767	-0.260
1902.37123	-0.260
1902.45479	-0.330
1902.53836	-0.290
1902.62329	-0.260
1902.70685	-0.230
1902.79041	-0.280
1902.87397	-0.330
1902.95753	-0.370
1903.04247	-0.210
1903.12329	-0.080
1903.20411	-0.280
1903.28767	-0.360
1903.37123	-0.390
1903.45479	-0.370
1903.53836	-0.330
1903.62329	-0.430
1903.70685	-0.380
1903.79041	-0.430
1903.87397	-0.390
1903.95753	-0.390
1904.04235	-0.540
1904.12432	-0.470
1904.20628	-0.510
1904.28962	-0.470
1904.37295	-0.430
1904.45628	-0.440
1904.53962	-0.460
1904.62432	-0.430
1904.70765	-0.460
1904.79098	-0.400
1904.87432	-0.170
1904.95765	-0.240
1905.04247	-0.350
1905.12329	-0.620
1905.20411	-0.390
1905.28767	-0.450
1905.37123	-0.290
1905.45479	-0.250
1905.53836	-0.190
1905.62329	-0.230
1905.70685	-0.210
1905.79041	-0.290
1905.87397	-0.090
1905.95753	-0.130
1906.04247	-0.180
1906.12329	-0.240
1906.20411	-0.150
1906.28767	-0.050
1906.37123	-0.220
1906.45479	-0.170
1906.53836	-0.250
1906.62329	-0.230
1906.70685	-0.300
1906.79041	-0.280
1906.87397	-0.370
1906.95753	-0.170
1907.04247	-0.350
1907.12329	-0.400
1907.20411	-0.280
1907.28767	-0.350
1907.37123	-0.470
1907.45479	-0.370
1907.53836	-0.350
1907.62329	-0.340
1907.70685	-0.340
1907.79041	-0.310
1907.87397	-0.510
1907.95753	-0.400
1908.04235	-0.370
1908.12432	-0.380
1908.20628	-0.610
1908.28962	-0.480
1908.37295	-0.400
1908.45628	-0.410
1908.53962	-0.390
1908.62432	-0.480
1908.70765	-0.400
1908.79098	-0.520
1908.87432	-0.490
1908.95765	-0.390
1909.04247	-0.560
1909.12329	-0.460
1909.20411	-0.540
1909.28767	-0.530
1909.37123	-0.460
1909.45479	-0.420
1909.53836	-0.440
1909.62329	-0.310
1909.70685	-0.360
1909.79041	-0.400
1909.87397	-0.280
1909.95753	-0.410
1910.04247	-0.310
1910.12329	-0.370
1910.20411	-0.430
1910.28767	-0.340
1910.37123	-0.310
1910.45479	-0.360
1910.53836	-0.330
1910.62329	-0.340
1910.70685	-0.340
1910.79041	-0.420
1910.87397	-0.500
1910.95753	-0.570
1911.04247	-0.520
1911.12329	-0.540
1911.20411	-0.580
1911.28767	-0.520
1911.37123	-0.480
1911.45479	-0.450
1911.53836	-0.470
1911.62329	-0.460
1911.70685	-0.400
1911.79041	-0.340
1911.87397	-0.260
1911.95753	-0.240
1912.04235	-0.280
1912.12432	-0.120
1912.20628	-0.320
1912.28962	-0.210
1912.37295	-0.230
1912.45628	-0.260
1912.53962	-0.320
1912.62432	-0.460
1912.70765	-0.510
1912.79098	-0.520
1912.87432	-0.410
1912.95765	-0.360
1913.04247	-0.350
1913.12329	-0.390
1913.20411	-0.410
1913.28767	-0.350
1913.37123	-0.400
1913.45479	-0.380
1913.53836	-0.360
1913.62329	-0.330
1913.70685	-0.360
1913.79041	-0.320
1913.87397	-0.140
1913.95753	-0.040
1914.04247	 0.080
1914.12329	-0.130
1914.20411	-0.170
1914.28767	-0.250
1914.37123	-0.170
1914.45479	-0.200
1914.53836	-0.210
1914.62329	-0.170
1914.70685	-0.180
1914.79041	-0.090
1914.87397	-0.120
1914.95753	-0.100
1915.04247	-0.130
1915.12329	-0.010
1915.20411	-0.110
1915.28767	 0.020
1915.37123	-0.070
1915.45479	-0.090
1915.53836	-0.030
1915.62329	-0.080
1915.70685	-0.120
1915.79041	-0.180
1915.87397	-0.020
1915.95753	-0.050
1916.04235	-0.180
1916.12432	-0.180
1916.20628	-0.300
1916.28962	-0.200
1916.37295	-0.220
1916.45628	-0.380
1916.53962	-0.290
1916.62432	-0.280
1916.70765	-0.260
1916.79098	-0.270
1916.87432	-0.400
1916.95765	-0.580
1917.04247	-0.440
1917.12329	-0.480
1917.20411	-0.430
1917.28767	-0.320
1917.37123	-0.460
1917.45479	-0.340
1917.53836	-0.180
1917.62329	-0.170
1917.70685	-0.060
1917.79041	-0.260
1917.87397	-0.130
1917.95753	-0.540
1918.04247	-0.220
1918.12329	-0.290
1918.20411	-0.170
1918.28767	-0.300
1918.37123	-0.270
1918.45479	-0.170
1918.53836	-0.200
1918.62329	-0.170
1918.70685	-0.140
1918.79041	-0.100
1918.87397	-0.110
1918.95753	-0.320
1919.04247	-0.230
1919.12329	-0.040
1919.20411	-0.240
1919.28767	-0.070
1919.37123	-0.180
1919.45479	-0.230
1919.53836	-0.210
1919.62329	-0.200
1919.70685	-0.180
1919.79041	-0.220
1919.87397	-0.320
1919.95753	-0.300
1920.04235	-0.110
1920.12432	-0.220
1920.20628	-0.060
1920.28962	-0.210
1920.37295	-0.170
1920.45628	-0.250
1920.53962	-0.240
1920.62432	-0.230
1920.70765	-0.180
1920.79098	-0.210
1920.87432	-0.250
1920.95765	-0.390
1921.04247	-0.060
1921.12329	-0.150
1921.20411	-0.220
1921.28767	-0.200
1921.37123	-0.190
1921.45479	-0.160
1921.53836	-0.110
1921.62329	-0.190
1921.70685	-0.140
1921.79041	-0.060
1921.87397	-0.180
1921.95753	-0.080
1922.04247	-0.320
1922.12329	-0.290
1922.20411	-0.080
1922.28767	-0.130
1922.37123	-0.260
1922.45479	-0.280
1922.53836	-0.260
1922.62329	-0.270
1922.70685	-0.250
1922.79041	-0.240
1922.87397	-0.190
1922.95753	-0.150
1923.04247	-0.210
1923.12329	-0.370
1923.20411	-0.270
1923.28767	-0.330
1923.37123	-0.250
1923.45479	-0.190
1923.53836	-0.280
1923.62329	-0.280
1923.70685	-0.240
1923.79041	-0.160
1923.87397	 0.030
1923.95753	 0.010
1924.04235	-0.250
1924.12432	-0.180
1924.20628	-0.110
1924.28962	-0.240
1924.37295	-0.200
1924.45628	-0.220
1924.53962	-0.210
1924.62432	-0.280
1924.70765	-0.280
1924.79098	-0.280
1924.87432	-0.290
1924.95765	-0.390
1925.04247	-0.320
1925.12329	-0.270
1925.20411	-0.160
1925.28767	-0.160
1925.37123	-0.210
1925.45479	-0.220
1925.53836	-0.210
1925.62329	-0.130
1925.70685	-0.100
1925.79041	-0.120
1925.87397	 0.070
1925.95753	 0.140
1926.04247	 0.170
1926.12329	 0.090
1926.20411	 0.080
1926.28767	-0.120
1926.37123	-0.120
1926.45479	-0.120
1926.53836	-0.150
1926.62329	-0.080
1926.70685	-0.100
1926.79041	-0.080
1926.87397	-0.070
1926.95753	-0.200
1927.04247	-0.170
1927.12329	-0.180
1927.20411	-0.250
1927.28767	-0.210
1927.37123	-0.220
1927.45479	-0.190
1927.53836	-0.090
1927.62329	-0.110
1927.70685	-0.020
1927.79041	 0.020
1927.87397	-0.030
1927.95753	-0.300
1928.04235	-0.070
1928.12432	-0.140
1928.20628	-0.260
1928.28962	-0.240
1928.37295	-0.170
1928.45628	-0.270
1928.53962	-0.170
1928.62432	-0.190
1928.70765	-0.180
1928.79098	-0.120
1928.87432	-0.060
1928.95765	-0.160
1929.04247	-0.470
1929.12329	-0.530
1929.20411	-0.260
1929.28767	-0.300
1929.37123	-0.280
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1994.62329	 0.310
1994.70685	 0.330
1994.79041	 0.430
1994.87397	 0.450
1994.95753	 0.400
1995.04247	 0.550
1995.12329	 0.690
1995.20411	 0.460
1995.28767	 0.410
1995.37123	 0.350
1995.45479	 0.460
1995.53836	 0.430
1995.62329	 0.500
1995.70685	 0.380
1995.79041	 0.440
1995.87397	 0.450
1995.95753	 0.350
1996.04235	 0.260
1996.12432	 0.450
1996.20628	 0.330
1996.28962	 0.270
1996.37295	 0.390
1996.45628	 0.350
1996.53962	 0.320
1996.62432	 0.320
1996.70765	 0.260
1996.79098	 0.230
1996.87432	 0.280
1996.95765	 0.390
1997.04247	 0.370
1997.12329	 0.430
1997.20411	 0.460
1997.28767	 0.450
1997.37123	 0.420
1997.45479	 0.530
1997.53836	 0.510
1997.62329	 0.540
1997.70685	 0.620
1997.79041	 0.640
1997.87397	 0.580
1997.95753	 0.630
1998.04247	 0.600
1998.12329	 0.860
1998.20411	 0.640
1998.28767	 0.730
1998.37123	 0.670
1998.45479	 0.660
1998.53836	 0.730
1998.62329	 0.680
1998.70685	 0.520
1998.79041	 0.490
1998.87397	 0.410
1998.95753	 0.580
1999.04247	 0.500
1999.12329	 0.660
1999.20411	 0.370
1999.28767	 0.450
1999.37123	 0.400
1999.45479	 0.420
1999.53836	 0.400
1999.62329	 0.370
1999.70685	 0.390
1999.79041	 0.370
1999.87397	 0.360
1999.95753	 0.570
2000.04235	 0.340
2000.12432	 0.540
2000.20628	 0.550
2000.28962	 0.630
2000.37295	 0.460
2000.45628	 0.400
2000.53962	 0.390
2000.62432	 0.450
2000.70765	 0.430
2000.79098	 0.300
2000.87432	 0.250
2000.95765	 0.320
2001.04247	 0.470
2001.12329	 0.390
2001.20411	 0.620
2001.28767	 0.560
2001.37123	 0.590
2001.45479	 0.530
2001.53836	 0.550
2001.62329	 0.600
2001.70685	 0.500
2001.79041	 0.490
2001.87397	 0.680
2001.95753	 0.510
2002.04247	 0.690
2002.12329	 0.780
2002.20411	 0.780
2002.28767	 0.570
2002.37123	 0.560
2002.45479	 0.580
2002.53836	 0.610
2002.62329	 0.530
2002.70685	 0.560
2002.79041	 0.470
2002.87397	 0.590
2002.95753	 0.430
2003.04247	 0.680
2003.12329	 0.560
2003.20411	 0.570
2003.28767	 0.560
2003.37123	 0.590
2003.45479	 0.530
2003.53836	 0.540
2003.62329	 0.620
2003.70685	 0.640
2003.79041	 0.720
2003.87397	 0.580
2003.95753	 0.730
2004.04235	 0.590
2004.12432	 0.720
2004.20628	 0.690
2004.28962	 0.590
2004.37295	 0.440
2004.45628	 0.470
2004.53962	 0.480
2004.62432	 0.510
2004.70765	 0.530
2004.79098	 0.620
2004.87432	 0.760
2004.95765	 0.510
2005.04247	 0.620
2005.12329	 0.510
2005.20411	 0.690
2005.28767	 0.730
2005.37123	 0.660
2005.45479	 0.670
2005.53836	 0.650
2005.62329	 0.620
2005.70685	 0.680
2005.79041	 0.690
2005.87397	 0.720
2005.95753	 0.620
2006.04247	 0.460
2006.12329	 0.620
2006.20411	 0.590
2006.28767	 0.520
2006.37123	 0.550
2006.45479	 0.630
2006.53836	 0.620
2006.62329	 0.620
2006.70685	 0.630
2006.79041	 0.680
2006.87397	 0.630
2006.95753	 0.750
2007.04247	 0.880
2007.12329	 0.660
2007.20411	 0.660
2007.28767	 0.730
2007.37123	 0.610
2007.45479	 0.540
2007.53836	 0.520
2007.62329	 0.550
2007.70685	 0.570
2007.79041	 0.560
2007.87397	 0.510
2007.95753	 0.480
2008.04235	 0.270
2008.12432	 0.370
2008.20628	 0.760
2008.28962	 0.480
2008.37295	 0.500
2008.45628	 0.530
2008.53962	 0.570
2008.62432	 0.560
2008.70765	 0.530
2008.79098	 0.670
2008.87432	 0.670
2008.95765	 0.560
2009.04247	 0.590
2009.12329	 0.560
2009.20411	 0.580
2009.28767	 0.650
2009.37123	 0.590
2009.45479	 0.670
2009.53836	 0.640
2009.62329	 0.700
2009.70685	 0.710
2009.79041	 0.640
2009.87397	 0.670
2009.95753	 0.610
2010.04247	 0.700
2010.12329	 0.710
2010.20411	 0.840
2010.28767	 0.830
2010.37123	 0.760
2010.45479	 0.730
2010.53836	 0.720
2010.62329	 0.650
2010.70685	 0.570
2010.79041	 0.620
2010.87397	 0.770
2010.95753	 0.480
2011.04247	 0.470
2011.12329	 0.490
2011.20411	 0.590
2011.28767	 0.650
2011.37123	 0.570
2011.45479	 0.650
2011.53836	 0.630
2011.62329	 0.610
2011.70685	 0.600
2011.79041	 0.630
2011.87397	 0.490
2011.95753	 0.550
2012.04235	 0.420
2012.12432	 0.420
2012.20628	 0.520
2012.28962	 0.730
2012.37295	 0.720
2012.45628	 0.710
2012.53962	 0.680
2012.62432	 0.670
2012.70765	 0.720
2012.79098	 0.700
2012.87432	 0.710
2012.95765	 0.460
2013.04247	 0.590
2013.12329	 0.630
2013.20411	 0.620
2013.28767	 0.560
2013.37123	 0.710
2013.45479	 0.680
2013.53836	 0.670
2013.62329	 0.660
2013.70685	 0.690
2013.79041	 0.680
2013.87397	 0.830
2013.95753	 0.700
2014.04247	 0.690
2014.12329	 0.480
2014.20411	 0.770
2014.28767	 0.800
2014.37123	 0.800
2014.45479	 0.760
2014.53836	 0.700
2014.62329	 0.800
2014.70685	 0.790
2014.79041	 0.790
2014.87397	 0.690
2014.95753	 0.840
2015.04247	 0.820
2015.12329	 0.890
2015.20411	 0.900
2015.28767	 0.780
2015.37123	 0.860
2015.45479	 0.890
2015.53836	 0.810
2015.62329	 0.880
2015.70685	 0.930
2015.79041	 1.000
2015.87397	 0.970
2015.95753	 1.130
2016.04235	 1.060
2016.12432	 1.210
2016.20628	 1.230
2016.28962	 1.080
2016.37295	 0.890
2016.45628	 0.910
2016.53962	 0.870
2016.62432	 0.900
2016.70765	 0.880
2016.79098	 0.740
2016.87432	 0.760
2016.95765	 0.810
2017.04247	 0.920
2017.12329	 0.970
2017.20411	 1.030
2017.28767	 0.890
2017.37123	 0.820
2017.45479	 0.790
2017.53836	 0.840
2017.62329	 0.820
2017.70685	 0.780
2017.79041	 0.740
2017.87397	 0.760
2017.95753	 0.820
2018.04247	 0.710
2018.12329	 0.700
2018.20411	 0.850
2018.28767	 0.820
2018.37123	 0.800
2018.45479	 0.730
2018.53836	 0.760
2018.62329	 0.740
2018.70685	 0.780
2018.79041	 0.880
2018.87397	 0.760
2018.95753	 0.850
2019.04247	 0.880
2019.12329	 0.770
2019.20411	 1.040
2019.28767	 0.930

Jedenfalls kann man die CAG-Konverter-Ausgabe zur weiteren Auswertung in ein entsprechendes Programm laden, um z.B. ein Liniendiagramm zu erzeugen:

Copyright © Dr. Rolf Jansen - 2019-06-09 09:59:47

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