diff --git a/emissions/.ipynb_checkpoints/cams-glob-ant-anthro-nox-checkpoint.csv b/emissions/.ipynb_checkpoints/cams-glob-ant-anthro-nox-checkpoint.csv
new file mode 100644
index 0000000000000000000000000000000000000000..01bc3890eea03c542d6d66a2d0e8508937d280b5
--- /dev/null
+++ b/emissions/.ipynb_checkpoints/cams-glob-ant-anthro-nox-checkpoint.csv
@@ -0,0 +1,25 @@
+Date Off Road transportation Road transportation
+01/01/2000 00:00 1.2790549 20.254938 21.5339929
+01/01/2001 00:00 1.2742457 19.907722 21.1819677
+01/01/2002 00:00 1.2765092 19.806725 21.0832342
+01/01/2003 00:00 1.3231269 19.77026 21.0933869
+01/01/2004 00:00 1.3997406 20.054379 21.4541196
+01/01/2005 00:00 1.4872135 19.864965 21.3521785
+01/01/2006 00:00 1.5176172 19.770472 21.2880892
+01/01/2007 00:00 1.5082363 19.93526 21.4434963
+01/01/2008 00:00 1.4036167 19.816465 21.2200817
+01/01/2009 00:00 1.2902274 19.135 20.4252274
+01/01/2010 00:00 1.2725192 19.298807 20.5713262
+01/01/2011 00:00 1.4130591 19.74603 21.1590891
+01/01/2012 00:00 1.4237376 20.573029 21.9967666
+01/01/2013 00:00 1.3858565 20.924507 22.3103635
+01/01/2014 00:00 1.3989599 21.31049 22.7094499
+01/01/2015 00:00 1.403518 21.698856 23.102374
+01/01/2016 00:00 1.3273741 21.44433 22.7717041
+01/01/2017 00:00 1.2872348 21.099398 22.3866328
+01/01/2018 00:00 1.2655717 20.825493 22.0910647
+01/01/2019 00:00 1.2496506 20.567923 21.8175736
+01/01/2020 00:00 1.2393343 20.377531 21.6168653
+01/01/2021 00:00 1.2241809 20.099348 21.3235289
+01/01/2022 00:00 1.2130927 19.887207 21.1002997
+01/01/2023 00:00 1.2070824 19.652971 20.8600534
diff --git a/emissions/.ipynb_checkpoints/ceds-anthro-nox-yearly-checkpoint.csv b/emissions/.ipynb_checkpoints/ceds-anthro-nox-yearly-checkpoint.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81610bb1596b578d78649bced3995b67f07b65c1
--- /dev/null
+++ b/emissions/.ipynb_checkpoints/ceds-anthro-nox-yearly-checkpoint.csv
@@ -0,0 +1,66 @@
+"Date"," Transportation"
+"1950-01-16 00:00:00",7.678074
+"1951-01-16 00:00:00",8.203941
+"1952-01-16 00:00:00",8.428552
+"1953-01-16 00:00:00",8.696287
+"1954-01-16 00:00:00",8.8740225
+"1955-01-16 00:00:00",9.566322
+"1956-01-16 00:00:00",9.833449
+"1957-01-16 00:00:00",9.840884
+"1958-01-16 00:00:00",9.960395
+"1959-01-16 00:00:00",10.3508835
+"1960-01-16 00:00:00",10.672923
+"1961-01-16 00:00:00",11.087468
+"1962-01-16 00:00:00",11.743575
+"1963-01-16 00:00:00",12.4470625
+"1964-01-16 00:00:00",13.153709
+"1965-01-16 00:00:00",13.748953
+"1966-01-16 00:00:00",14.537098
+"1967-01-16 00:00:00",15.160134
+"1968-01-16 00:00:00",16.42247
+"1969-01-16 00:00:00",17.35876
+"1970-01-16 00:00:00",18.061445
+"1971-01-16 00:00:00",18.803547
+"1972-01-16 00:00:00",19.672089
+"1973-01-16 00:00:00",20.6782
+"1974-01-16 00:00:00",20.551245
+"1975-01-16 00:00:00",20.73201
+"1976-01-16 00:00:00",21.677067
+"1977-01-16 00:00:00",22.409418
+"1978-01-16 00:00:00",23.372967
+"1979-01-16 00:00:00",23.750383
+"1980-01-16 00:00:00",23.228733
+"1981-01-16 00:00:00",23.205828
+"1982-01-16 00:00:00",22.85555
+"1983-01-16 00:00:00",22.947285
+"1984-01-16 00:00:00",23.332901
+"1985-01-16 00:00:00",23.243172
+"1986-01-16 00:00:00",23.574692
+"1987-01-16 00:00:00",24.149244
+"1988-01-16 00:00:00",24.709822
+"1989-01-16 00:00:00",24.771072
+"1990-01-16 00:00:00",24.903631
+"1991-01-16 00:00:00",24.843153
+"1992-01-16 00:00:00",24.871685
+"1993-01-16 00:00:00",24.724821
+"1994-01-16 00:00:00",24.185804
+"1995-01-16 00:00:00",24.373789
+"1996-01-16 00:00:00",25.46292
+"1997-01-16 00:00:00",24.635061
+"1998-01-16 00:00:00",24.384985
+"1999-01-16 00:00:00",24.590063
+"2000-01-16 00:00:00",25.16882
+"2001-01-16 00:00:00",24.737343
+"2002-01-16 00:00:00",24.692957
+"2003-01-16 00:00:00",24.762253
+"2004-01-16 00:00:00",25.53601
+"2005-01-16 00:00:00",25.467451
+"2006-01-16 00:00:00",25.774496
+"2007-01-16 00:00:00",26.247663
+"2008-01-16 00:00:00",25.851313
+"2009-01-16 00:00:00",25.086155
+"2010-01-16 00:00:00",24.932442
+"2011-01-16 00:00:00",25.914404
+"2012-01-16 00:00:00",26.47978
+"2013-01-16 00:00:00",26.298676
+"2014-01-16 00:00:00",26.054754
\ No newline at end of file
diff --git a/emissions/.ipynb_checkpoints/edgarv6-anthro-nox-yearl-checkpoint.csv b/emissions/.ipynb_checkpoints/edgarv6-anthro-nox-yearl-checkpoint.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33f2f11ed5fddf20cd1aa94c9cd5131d1c499a0b
--- /dev/null
+++ b/emissions/.ipynb_checkpoints/edgarv6-anthro-nox-yearl-checkpoint.csv
@@ -0,0 +1,50 @@
+"Date"," Non-road ground transportation"," Road transportation no resuspension"
+"1970-01-01 00:00:00",3.372355,13.255782
+"1971-01-01 00:00:00",3.2666917,13.838572
+"1972-01-01 00:00:00",3.288476,14.865932
+"1973-01-01 00:00:00",3.278099,15.886595
+"1974-01-01 00:00:00",3.2496524,15.883336
+"1975-01-01 00:00:00",3.2498758,16.538673
+"1976-01-01 00:00:00",3.1405487,17.506105
+"1977-01-01 00:00:00",3.1736166,18.228973
+"1978-01-01 00:00:00",3.0637047,19.206213
+"1979-01-01 00:00:00",3.024558,19.331688
+"1980-01-01 00:00:00",2.8967571,19.115997
+"1981-01-01 00:00:00",2.8652265,19.276104
+"1982-01-01 00:00:00",2.7894404,19.26381
+"1983-01-01 00:00:00",2.663385,19.691383
+"1984-01-01 00:00:00",2.6845446,19.984661
+"1985-01-01 00:00:00",2.6342497,20.229479
+"1986-01-01 00:00:00",2.442143,21.188135
+"1987-01-01 00:00:00",2.4187388,22.045925
+"1988-01-01 00:00:00",2.3975978,22.989717
+"1989-01-01 00:00:00",2.3691702,23.66632
+"1990-01-01 00:00:00",1.7116715,24.73834
+"1991-01-01 00:00:00",1.6212643,24.861408
+"1992-01-01 00:00:00",1.5319625,25.120533
+"1993-01-01 00:00:00",1.3495778,25.17458
+"1994-01-01 00:00:00",1.1573408,25.439676
+"1995-01-01 00:00:00",1.1173996,25.501747
+"1996-01-01 00:00:00",1.0942391,25.74677
+"1997-01-01 00:00:00",0.99237716,25.24962
+"1998-01-01 00:00:00",0.9505148,24.871376
+"1999-01-01 00:00:00",0.9228633,24.350233
+"2000-01-01 00:00:00",1.0623242,23.964836
+"2001-01-01 00:00:00",1.0511703,23.27791
+"2002-01-01 00:00:00",1.044575,22.822197
+"2003-01-01 00:00:00",1.062225,22.25413
+"2004-01-01 00:00:00",1.1657461,22.147785
+"2005-01-01 00:00:00",1.2570846,21.302633
+"2006-01-01 00:00:00",1.2984233,20.435047
+"2007-01-01 00:00:00",1.3091985,20.2898
+"2008-01-01 00:00:00",1.2124451,19.535643
+"2009-01-01 00:00:00",1.1060809,18.824032
+"2010-01-01 00:00:00",1.0936612,18.70853
+"2011-01-01 00:00:00",1.2073094,18.482008
+"2012-01-01 00:00:00",1.167961,18.461678
+"2013-01-01 00:00:00",1.173174,18.0128
+"2014-01-01 00:00:00",1.2158216,17.879221
+"2015-01-01 00:00:00",1.2584894,17.394094
+"2016-01-01 00:00:00",1.1540601,17.103577
+"2017-01-01 00:00:00",1.1504025,17.011614
+"2018-01-01 00:00:00",1.1715587,17.171572
\ No newline at end of file
diff --git a/emissions/cams-glob-ant-anthro-co.csv b/emissions/cams-glob-ant-anthro-co.csv
new file mode 100644
index 0000000000000000000000000000000000000000..87f6256d00e15701200b9cf4ffbfe873950a1019
--- /dev/null
+++ b/emissions/cams-glob-ant-anthro-co.csv
@@ -0,0 +1,25 @@
+"Date"," Road transportation"
+"2000-01-01 00:00:00",263.47876
+"2001-01-01 00:00:00",247.95587
+"2002-01-01 00:00:00",237.19664
+"2003-01-01 00:00:00",224.0711
+"2004-01-01 00:00:00",213.87608
+"2005-01-01 00:00:00",198.65887
+"2006-01-01 00:00:00",191.50699
+"2007-01-01 00:00:00",184.3622
+"2008-01-01 00:00:00",179.88454
+"2009-01-01 00:00:00",173.45467
+"2010-01-01 00:00:00",171.08972
+"2011-01-01 00:00:00",174.42038
+"2012-01-01 00:00:00",184.43944
+"2013-01-01 00:00:00",191.95593
+"2014-01-01 00:00:00",191.5007
+"2015-01-01 00:00:00",189.41034
+"2016-01-01 00:00:00",185.60498
+"2017-01-01 00:00:00",181.13513
+"2018-01-01 00:00:00",177.30905
+"2019-01-01 00:00:00",173.648
+"2020-01-01 00:00:00",170.5778
+"2021-01-01 00:00:00",166.79135
+"2022-01-01 00:00:00",163.58208
+"2023-01-01 00:00:00",160.39645
\ No newline at end of file
diff --git a/emissions/cams-glob-ant-anthro-nh3.csv b/emissions/cams-glob-ant-anthro-nh3.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8366aabc486b8aab4f30b8ce66a6d044fb38834d
--- /dev/null
+++ b/emissions/cams-glob-ant-anthro-nh3.csv
@@ -0,0 +1,25 @@
+"Date"," Road transportation"
+"2000-01-01 00:00:00",0.49070805
+"2001-01-01 00:00:00",0.5190563
+"2002-01-01 00:00:00",0.5464669
+"2003-01-01 00:00:00",0.57092184
+"2004-01-01 00:00:00",0.60236
+"2005-01-01 00:00:00",0.62791806
+"2006-01-01 00:00:00",0.6432506
+"2007-01-01 00:00:00",0.6619553
+"2008-01-01 00:00:00",0.6701167
+"2009-01-01 00:00:00",0.68280894
+"2010-01-01 00:00:00",0.70659786
+"2011-01-01 00:00:00",0.7043216
+"2012-01-01 00:00:00",0.70624655
+"2013-01-01 00:00:00",0.7158511
+"2014-01-01 00:00:00",0.7208735
+"2015-01-01 00:00:00",0.73799026
+"2016-01-01 00:00:00",0.7363975
+"2017-01-01 00:00:00",0.731325
+"2018-01-01 00:00:00",0.72826976
+"2019-01-01 00:00:00",0.7253948
+"2020-01-01 00:00:00",0.72450125
+"2021-01-01 00:00:00",0.7201733
+"2022-01-01 00:00:00",0.71782154
+"2023-01-01 00:00:00",0.71608835
\ No newline at end of file
diff --git a/emissions/cams-glob-ant-anthro-nox.csv b/emissions/cams-glob-ant-anthro-nox.csv
new file mode 100644
index 0000000000000000000000000000000000000000..464a845873760f2714f1b98ac33e7341850cc61e
--- /dev/null
+++ b/emissions/cams-glob-ant-anthro-nox.csv
@@ -0,0 +1,25 @@
+"Date"," Road transportation"
+"2000-01-01 00:00:00",20.254938
+"2001-01-01 00:00:00",19.907722
+"2002-01-01 00:00:00",19.806725
+"2003-01-01 00:00:00",19.77026
+"2004-01-01 00:00:00",20.054379
+"2005-01-01 00:00:00",19.864965
+"2006-01-01 00:00:00",19.770472
+"2007-01-01 00:00:00",19.93526
+"2008-01-01 00:00:00",19.816465
+"2009-01-01 00:00:00",19.135
+"2010-01-01 00:00:00",19.298807
+"2011-01-01 00:00:00",19.74603
+"2012-01-01 00:00:00",20.573029
+"2013-01-01 00:00:00",20.924507
+"2014-01-01 00:00:00",21.31049
+"2015-01-01 00:00:00",21.698856
+"2016-01-01 00:00:00",21.44433
+"2017-01-01 00:00:00",21.099398
+"2018-01-01 00:00:00",20.825493
+"2019-01-01 00:00:00",20.567923
+"2020-01-01 00:00:00",20.377531
+"2021-01-01 00:00:00",20.099348
+"2022-01-01 00:00:00",19.887207
+"2023-01-01 00:00:00",19.652971
\ No newline at end of file
diff --git a/emissions/cams-glob-ant-anthro-so2.csv b/emissions/cams-glob-ant-anthro-so2.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6b7ede39bf4de9f09fb6d75839968502e2be9994
--- /dev/null
+++ b/emissions/cams-glob-ant-anthro-so2.csv
@@ -0,0 +1,25 @@
+"Date"," Road transportation"
+"2000-01-01 00:00:00",1.3493978
+"2001-01-01 00:00:00",1.2512314
+"2002-01-01 00:00:00",1.160542
+"2003-01-01 00:00:00",1.0623877
+"2004-01-01 00:00:00",0.98036015
+"2005-01-01 00:00:00",0.8565612
+"2006-01-01 00:00:00",0.82754785
+"2007-01-01 00:00:00",0.8276861
+"2008-01-01 00:00:00",0.81397545
+"2009-01-01 00:00:00",0.80858475
+"2010-01-01 00:00:00",0.8043162
+"2011-01-01 00:00:00",0.7932836
+"2012-01-01 00:00:00",0.78432953
+"2013-01-01 00:00:00",0.81161195
+"2014-01-01 00:00:00",0.83023924
+"2015-01-01 00:00:00",0.84737325
+"2016-01-01 00:00:00",0.844952
+"2017-01-01 00:00:00",0.8415163
+"2018-01-01 00:00:00",0.84311026
+"2019-01-01 00:00:00",0.84706324
+"2020-01-01 00:00:00",0.85525167
+"2021-01-01 00:00:00",0.86067337
+"2022-01-01 00:00:00",0.8698227
+"2023-01-01 00:00:00",0.87690914
\ No newline at end of file
diff --git a/emissions/ceds-anthro-co-yearly.csv b/emissions/ceds-anthro-co-yearly.csv
new file mode 100644
index 0000000000000000000000000000000000000000..948508c6f9684f7d8189b1fd4c8f5975ffec9f1e
--- /dev/null
+++ b/emissions/ceds-anthro-co-yearly.csv
@@ -0,0 +1,71 @@
+"Date"," Transportation"
+"1950-01-16 00:00:00",98.60915
+"1951-01-16 00:00:00",105.31015
+"1952-01-16 00:00:00",108.502556
+"1953-01-16 00:00:00",112.59175
+"1954-01-16 00:00:00",114.96407
+"1955-01-16 00:00:00",125.14353
+"1956-01-16 00:00:00",130.74617
+"1957-01-16 00:00:00",132.0825
+"1958-01-16 00:00:00",134.2816
+"1959-01-16 00:00:00",141.00777
+"1960-01-16 00:00:00",143.37022
+"1961-01-16 00:00:00",147.28035
+"1962-01-16 00:00:00",154.42993
+"1963-01-16 00:00:00",162.24123
+"1964-01-16 00:00:00",169.98851
+"1965-01-16 00:00:00",176.25314
+"1966-01-16 00:00:00",186.08163
+"1967-01-16 00:00:00",194.347
+"1968-01-16 00:00:00",210.3494
+"1969-01-16 00:00:00",223.10803
+"1970-01-16 00:00:00",237.8253
+"1971-01-16 00:00:00",244.09479
+"1972-01-16 00:00:00",254.25504
+"1973-01-16 00:00:00",261.96176
+"1974-01-16 00:00:00",255.41365
+"1975-01-16 00:00:00",257.6514
+"1976-01-16 00:00:00",267.27048
+"1977-01-16 00:00:00",274.9737
+"1978-01-16 00:00:00",287.56528
+"1979-01-16 00:00:00",283.9574
+"1980-01-16 00:00:00",275.71594
+"1981-01-16 00:00:00",273.5785
+"1982-01-16 00:00:00",271.40622
+"1983-01-16 00:00:00",271.58133
+"1984-01-16 00:00:00",270.0932
+"1985-01-16 00:00:00",270.4557
+"1986-01-16 00:00:00",270.3028
+"1987-01-16 00:00:00",273.80798
+"1988-01-16 00:00:00",276.6793
+"1989-01-16 00:00:00",276.37115
+"1990-01-16 00:00:00",267.7648
+"1991-01-16 00:00:00",265.3075
+"1992-01-16 00:00:00",261.0552
+"1993-01-16 00:00:00",258.19397
+"1994-01-16 00:00:00",246.00383
+"1995-01-16 00:00:00",244.40591
+"1996-01-16 00:00:00",242.68663
+"1997-01-16 00:00:00",233.82524
+"1998-01-16 00:00:00",229.50961
+"1999-01-16 00:00:00",219.1949
+"2000-01-16 00:00:00",218.49225
+"2001-01-16 00:00:00",208.91327
+"2002-01-16 00:00:00",195.35677
+"2003-01-16 00:00:00",191.08171
+"2004-01-16 00:00:00",190.80278
+"2005-01-16 00:00:00",186.55539
+"2006-01-16 00:00:00",180.83446
+"2007-01-16 00:00:00",175.8355
+"2008-01-16 00:00:00",174.58612
+"2009-01-16 00:00:00",163.30588
+"2010-01-16 00:00:00",162.66406
+"2011-01-16 00:00:00",160.57547
+"2012-01-16 00:00:00",163.4961
+"2013-01-16 00:00:00",163.62753
+"2014-01-16 00:00:00",160.2762
+"2015-01-16 00:00:00",158.77422
+"2016-01-16 00:00:00",150.85318
+"2017-01-16 00:00:00",146.09607
+"2018-01-16 00:00:00",138.7327
+"2019-01-16 00:00:00",133.34364
\ No newline at end of file
diff --git a/emissions/ceds-anthro-nh3-yearly.csv b/emissions/ceds-anthro-nh3-yearly.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d2036e522ba577a32586611bc79ec02153ef2313
--- /dev/null
+++ b/emissions/ceds-anthro-nh3-yearly.csv
@@ -0,0 +1,71 @@
+"Date"," Transportation"
+"1950-01-16 00:00:00",0.028553486
+"1951-01-16 00:00:00",0.030684512
+"1952-01-16 00:00:00",0.031950627
+"1953-01-16 00:00:00",0.033438932
+"1954-01-16 00:00:00",0.03410456
+"1955-01-16 00:00:00",0.036960594
+"1956-01-16 00:00:00",0.038664915
+"1957-01-16 00:00:00",0.038517654
+"1958-01-16 00:00:00",0.039389726
+"1959-01-16 00:00:00",0.040776763
+"1960-01-16 00:00:00",0.04143296
+"1961-01-16 00:00:00",0.042441674
+"1962-01-16 00:00:00",0.044360366
+"1963-01-16 00:00:00",0.046222344
+"1964-01-16 00:00:00",0.048187897
+"1965-01-16 00:00:00",0.050235283
+"1966-01-16 00:00:00",0.05316783
+"1967-01-16 00:00:00",0.05549762
+"1968-01-16 00:00:00",0.0597098
+"1969-01-16 00:00:00",0.06312704
+"1970-01-16 00:00:00",0.06673427
+"1971-01-16 00:00:00",0.069974154
+"1972-01-16 00:00:00",0.074574016
+"1973-01-16 00:00:00",0.07834343
+"1974-01-16 00:00:00",0.077045195
+"1975-01-16 00:00:00",0.079667196
+"1976-01-16 00:00:00",0.08403642
+"1977-01-16 00:00:00",0.086948745
+"1978-01-16 00:00:00",0.09010772
+"1979-01-16 00:00:00",0.08763417
+"1980-01-16 00:00:00",0.08386012
+"1981-01-16 00:00:00",0.08369221
+"1982-01-16 00:00:00",0.08404532
+"1983-01-16 00:00:00",0.08496631
+"1984-01-16 00:00:00",0.08519079
+"1985-01-16 00:00:00",0.0855241
+"1986-01-16 00:00:00",0.08795699
+"1987-01-16 00:00:00",0.09181399
+"1988-01-16 00:00:00",0.09523838
+"1989-01-16 00:00:00",0.096951164
+"1990-01-16 00:00:00",0.09776168
+"1991-01-16 00:00:00",0.10525663
+"1992-01-16 00:00:00",0.11507424
+"1993-01-16 00:00:00",0.12632063
+"1994-01-16 00:00:00",0.13850066
+"1995-01-16 00:00:00",0.15227719
+"1996-01-16 00:00:00",0.16750906
+"1997-01-16 00:00:00",0.18876217
+"1998-01-16 00:00:00",0.19302982
+"1999-01-16 00:00:00",0.20484468
+"2000-01-16 00:00:00",0.22320148
+"2001-01-16 00:00:00",0.22756925
+"2002-01-16 00:00:00",0.17761429
+"2003-01-16 00:00:00",0.1780158
+"2004-01-16 00:00:00",0.17944708
+"2005-01-16 00:00:00",0.18011327
+"2006-01-16 00:00:00",0.1817952
+"2007-01-16 00:00:00",0.18440095
+"2008-01-16 00:00:00",0.17955875
+"2009-01-16 00:00:00",0.1777172
+"2010-01-16 00:00:00",0.17677088
+"2011-01-16 00:00:00",0.17526342
+"2012-01-16 00:00:00",0.17381081
+"2013-01-16 00:00:00",0.17276955
+"2014-01-16 00:00:00",0.17003325
+"2015-01-16 00:00:00",0.17116937
+"2016-01-16 00:00:00",0.1683592
+"2017-01-16 00:00:00",0.16925076
+"2018-01-16 00:00:00",0.1672304
+"2019-01-16 00:00:00",0.16820401
\ No newline at end of file
diff --git a/emissions/ceds-anthro-nox-yearly.csv b/emissions/ceds-anthro-nox-yearly.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81610bb1596b578d78649bced3995b67f07b65c1
--- /dev/null
+++ b/emissions/ceds-anthro-nox-yearly.csv
@@ -0,0 +1,66 @@
+"Date"," Transportation"
+"1950-01-16 00:00:00",7.678074
+"1951-01-16 00:00:00",8.203941
+"1952-01-16 00:00:00",8.428552
+"1953-01-16 00:00:00",8.696287
+"1954-01-16 00:00:00",8.8740225
+"1955-01-16 00:00:00",9.566322
+"1956-01-16 00:00:00",9.833449
+"1957-01-16 00:00:00",9.840884
+"1958-01-16 00:00:00",9.960395
+"1959-01-16 00:00:00",10.3508835
+"1960-01-16 00:00:00",10.672923
+"1961-01-16 00:00:00",11.087468
+"1962-01-16 00:00:00",11.743575
+"1963-01-16 00:00:00",12.4470625
+"1964-01-16 00:00:00",13.153709
+"1965-01-16 00:00:00",13.748953
+"1966-01-16 00:00:00",14.537098
+"1967-01-16 00:00:00",15.160134
+"1968-01-16 00:00:00",16.42247
+"1969-01-16 00:00:00",17.35876
+"1970-01-16 00:00:00",18.061445
+"1971-01-16 00:00:00",18.803547
+"1972-01-16 00:00:00",19.672089
+"1973-01-16 00:00:00",20.6782
+"1974-01-16 00:00:00",20.551245
+"1975-01-16 00:00:00",20.73201
+"1976-01-16 00:00:00",21.677067
+"1977-01-16 00:00:00",22.409418
+"1978-01-16 00:00:00",23.372967
+"1979-01-16 00:00:00",23.750383
+"1980-01-16 00:00:00",23.228733
+"1981-01-16 00:00:00",23.205828
+"1982-01-16 00:00:00",22.85555
+"1983-01-16 00:00:00",22.947285
+"1984-01-16 00:00:00",23.332901
+"1985-01-16 00:00:00",23.243172
+"1986-01-16 00:00:00",23.574692
+"1987-01-16 00:00:00",24.149244
+"1988-01-16 00:00:00",24.709822
+"1989-01-16 00:00:00",24.771072
+"1990-01-16 00:00:00",24.903631
+"1991-01-16 00:00:00",24.843153
+"1992-01-16 00:00:00",24.871685
+"1993-01-16 00:00:00",24.724821
+"1994-01-16 00:00:00",24.185804
+"1995-01-16 00:00:00",24.373789
+"1996-01-16 00:00:00",25.46292
+"1997-01-16 00:00:00",24.635061
+"1998-01-16 00:00:00",24.384985
+"1999-01-16 00:00:00",24.590063
+"2000-01-16 00:00:00",25.16882
+"2001-01-16 00:00:00",24.737343
+"2002-01-16 00:00:00",24.692957
+"2003-01-16 00:00:00",24.762253
+"2004-01-16 00:00:00",25.53601
+"2005-01-16 00:00:00",25.467451
+"2006-01-16 00:00:00",25.774496
+"2007-01-16 00:00:00",26.247663
+"2008-01-16 00:00:00",25.851313
+"2009-01-16 00:00:00",25.086155
+"2010-01-16 00:00:00",24.932442
+"2011-01-16 00:00:00",25.914404
+"2012-01-16 00:00:00",26.47978
+"2013-01-16 00:00:00",26.298676
+"2014-01-16 00:00:00",26.054754
\ No newline at end of file
diff --git a/emissions/ceds-anthro-so2-yearly.csv b/emissions/ceds-anthro-so2-yearly.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f1b324262638be97ddba8389bae24e988762e726
--- /dev/null
+++ b/emissions/ceds-anthro-so2-yearly.csv
@@ -0,0 +1,71 @@
+"Date"," Transportation"
+"1950-01-16 00:00:00",3.5531397
+"1951-01-16 00:00:00",3.5855181
+"1952-01-16 00:00:00",3.3466842
+"1953-01-16 00:00:00",3.1930656
+"1954-01-16 00:00:00",3.0578487
+"1955-01-16 00:00:00",3.1933894
+"1956-01-16 00:00:00",3.2764063
+"1957-01-16 00:00:00",3.354925
+"1958-01-16 00:00:00",3.3744504
+"1959-01-16 00:00:00",3.4964666
+"1960-01-16 00:00:00",3.6532397
+"1961-01-16 00:00:00",3.7077675
+"1962-01-16 00:00:00",3.8500304
+"1963-01-16 00:00:00",3.982679
+"1964-01-16 00:00:00",4.126569
+"1965-01-16 00:00:00",4.194543
+"1966-01-16 00:00:00",4.3275113
+"1967-01-16 00:00:00",4.3951764
+"1968-01-16 00:00:00",4.5511804
+"1969-01-16 00:00:00",4.6894946
+"1970-01-16 00:00:00",4.8498807
+"1971-01-16 00:00:00",5.1164713
+"1972-01-16 00:00:00",5.1986084
+"1973-01-16 00:00:00",5.3931656
+"1974-01-16 00:00:00",5.4768877
+"1975-01-16 00:00:00",5.5941787
+"1976-01-16 00:00:00",5.6084023
+"1977-01-16 00:00:00",5.77102
+"1978-01-16 00:00:00",5.9080853
+"1979-01-16 00:00:00",6.111002
+"1980-01-16 00:00:00",5.940599
+"1981-01-16 00:00:00",5.949142
+"1982-01-16 00:00:00",5.8729343
+"1983-01-16 00:00:00",5.7359247
+"1984-01-16 00:00:00",5.56348
+"1985-01-16 00:00:00",5.4389076
+"1986-01-16 00:00:00",5.461807
+"1987-01-16 00:00:00",5.568383
+"1988-01-16 00:00:00",5.6231184
+"1989-01-16 00:00:00",5.658454
+"1990-01-16 00:00:00",5.851387
+"1991-01-16 00:00:00",5.6334662
+"1992-01-16 00:00:00",5.4459867
+"1993-01-16 00:00:00",5.3802757
+"1994-01-16 00:00:00",5.1690063
+"1995-01-16 00:00:00",5.0094657
+"1996-01-16 00:00:00",5.1748466
+"1997-01-16 00:00:00",4.7298965
+"1998-01-16 00:00:00",4.4017663
+"1999-01-16 00:00:00",4.606092
+"2000-01-16 00:00:00",4.227742
+"2001-01-16 00:00:00",4.2162013
+"2002-01-16 00:00:00",4.169912
+"2003-01-16 00:00:00",4.230112
+"2004-01-16 00:00:00",4.39905
+"2005-01-16 00:00:00",4.119984
+"2006-01-16 00:00:00",4.097452
+"2007-01-16 00:00:00",3.8883808
+"2008-01-16 00:00:00",3.3372486
+"2009-01-16 00:00:00",3.337655
+"2010-01-16 00:00:00",3.1758585
+"2011-01-16 00:00:00",3.3035522
+"2012-01-16 00:00:00",3.4424531
+"2013-01-16 00:00:00",3.544325
+"2014-01-16 00:00:00",3.3175492
+"2015-01-16 00:00:00",3.019903
+"2016-01-16 00:00:00",2.9297314
+"2017-01-16 00:00:00",3.1185184
+"2018-01-16 00:00:00",3.108645
+"2019-01-16 00:00:00",3.150125
\ No newline at end of file
diff --git a/emissions/edgarv6-anthro-co-yearly.csv b/emissions/edgarv6-anthro-co-yearly.csv
new file mode 100644
index 0000000000000000000000000000000000000000..86fdf348eea48ebb92f6c52177225474f3d76ceb
--- /dev/null
+++ b/emissions/edgarv6-anthro-co-yearly.csv
@@ -0,0 +1,50 @@
+"Date"," Road transportation no resuspension"
+"1970-01-01 00:00:00",86.007774
+"1971-01-01 00:00:00",90.74711
+"1972-01-01 00:00:00",97.25395
+"1973-01-01 00:00:00",103.9671
+"1974-01-01 00:00:00",103.86315
+"1975-01-01 00:00:00",109.11459
+"1976-01-01 00:00:00",113.198265
+"1977-01-01 00:00:00",117.17647
+"1978-01-01 00:00:00",123.63303
+"1979-01-01 00:00:00",123.98245
+"1980-01-01 00:00:00",120.33298
+"1981-01-01 00:00:00",120.243484
+"1982-01-01 00:00:00",121.12353
+"1983-01-01 00:00:00",122.92117
+"1984-01-01 00:00:00",125.03798
+"1985-01-01 00:00:00",127.129135
+"1986-01-01 00:00:00",133.24591
+"1987-01-01 00:00:00",137.99849
+"1988-01-01 00:00:00",143.61598
+"1989-01-01 00:00:00",147.4919
+"1990-01-01 00:00:00",150.77246
+"1991-01-01 00:00:00",151.8972
+"1992-01-01 00:00:00",154.43173
+"1993-01-01 00:00:00",154.68684
+"1994-01-01 00:00:00",153.726
+"1995-01-01 00:00:00",152.41539
+"1996-01-01 00:00:00",150.85074
+"1997-01-01 00:00:00",145.55353
+"1998-01-01 00:00:00",139.41685
+"1999-01-01 00:00:00",134.3668
+"2000-01-01 00:00:00",126.55177
+"2001-01-01 00:00:00",121.83372
+"2002-01-01 00:00:00",118.07846
+"2003-01-01 00:00:00",112.576294
+"2004-01-01 00:00:00",108.11459
+"2005-01-01 00:00:00",100.59631
+"2006-01-01 00:00:00",92.737976
+"2007-01-01 00:00:00",86.5241
+"2008-01-01 00:00:00",79.99889
+"2009-01-01 00:00:00",74.3528
+"2010-01-01 00:00:00",70.170906
+"2011-01-01 00:00:00",65.496956
+"2012-01-01 00:00:00",64.046104
+"2013-01-01 00:00:00",60.22467
+"2014-01-01 00:00:00",57.407337
+"2015-01-01 00:00:00",55.04023
+"2016-01-01 00:00:00",52.65236
+"2017-01-01 00:00:00",50.71428
+"2018-01-01 00:00:00",46.912918
\ No newline at end of file
diff --git a/emissions/edgarv6-anthro-nh3-yearl.csv b/emissions/edgarv6-anthro-nh3-yearl.csv
new file mode 100644
index 0000000000000000000000000000000000000000..31ef8ce65d32682509048d82c262990cc6c91a0b
--- /dev/null
+++ b/emissions/edgarv6-anthro-nh3-yearl.csv
@@ -0,0 +1,50 @@
+"Date"," Road transportation no resuspension"
+"1970-01-01 00:00:00",0.0239031
+"1971-01-01 00:00:00",0.024985766
+"1972-01-01 00:00:00",0.027268376
+"1973-01-01 00:00:00",0.028895264
+"1974-01-01 00:00:00",0.03055734
+"1975-01-01 00:00:00",0.0320457
+"1976-01-01 00:00:00",0.034096338
+"1977-01-01 00:00:00",0.03607714
+"1978-01-01 00:00:00",0.03888272
+"1979-01-01 00:00:00",0.04063308
+"1980-01-01 00:00:00",0.04123746
+"1981-01-01 00:00:00",0.043800566
+"1982-01-01 00:00:00",0.044239543
+"1983-01-01 00:00:00",0.047656275
+"1984-01-01 00:00:00",0.050092667
+"1985-01-01 00:00:00",0.05312937
+"1986-01-01 00:00:00",0.057468455
+"1987-01-01 00:00:00",0.0626687
+"1988-01-01 00:00:00",0.06688344
+"1989-01-01 00:00:00",0.07122455
+"1990-01-01 00:00:00",0.07524426
+"1991-01-01 00:00:00",0.09619579
+"1992-01-01 00:00:00",0.11155432
+"1993-01-01 00:00:00",0.1304881
+"1994-01-01 00:00:00",0.16353466
+"1995-01-01 00:00:00",0.20628135
+"1996-01-01 00:00:00",0.25912642
+"1997-01-01 00:00:00",0.32597762
+"1998-01-01 00:00:00",0.40486878
+"1999-01-01 00:00:00",0.48666334
+"2000-01-01 00:00:00",0.5911684
+"2001-01-01 00:00:00",0.6398169
+"2002-01-01 00:00:00",0.6945561
+"2003-01-01 00:00:00",0.74423766
+"2004-01-01 00:00:00",0.798667
+"2005-01-01 00:00:00",0.82129836
+"2006-01-01 00:00:00",0.8718521
+"2007-01-01 00:00:00",0.8968409
+"2008-01-01 00:00:00",0.91133296
+"2009-01-01 00:00:00",0.9131245
+"2010-01-01 00:00:00",0.941754
+"2011-01-01 00:00:00",0.91407686
+"2012-01-01 00:00:00",0.90558743
+"2013-01-01 00:00:00",0.90485626
+"2014-01-01 00:00:00",0.8903755
+"2015-01-01 00:00:00",0.89457196
+"2016-01-01 00:00:00",0.8842167
+"2017-01-01 00:00:00",0.86949193
+"2018-01-01 00:00:00",0.84056956
\ No newline at end of file
diff --git a/emissions/edgarv6-anthro-nox-yearl.csv b/emissions/edgarv6-anthro-nox-yearl.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33f2f11ed5fddf20cd1aa94c9cd5131d1c499a0b
--- /dev/null
+++ b/emissions/edgarv6-anthro-nox-yearl.csv
@@ -0,0 +1,50 @@
+"Date"," Non-road ground transportation"," Road transportation no resuspension"
+"1970-01-01 00:00:00",3.372355,13.255782
+"1971-01-01 00:00:00",3.2666917,13.838572
+"1972-01-01 00:00:00",3.288476,14.865932
+"1973-01-01 00:00:00",3.278099,15.886595
+"1974-01-01 00:00:00",3.2496524,15.883336
+"1975-01-01 00:00:00",3.2498758,16.538673
+"1976-01-01 00:00:00",3.1405487,17.506105
+"1977-01-01 00:00:00",3.1736166,18.228973
+"1978-01-01 00:00:00",3.0637047,19.206213
+"1979-01-01 00:00:00",3.024558,19.331688
+"1980-01-01 00:00:00",2.8967571,19.115997
+"1981-01-01 00:00:00",2.8652265,19.276104
+"1982-01-01 00:00:00",2.7894404,19.26381
+"1983-01-01 00:00:00",2.663385,19.691383
+"1984-01-01 00:00:00",2.6845446,19.984661
+"1985-01-01 00:00:00",2.6342497,20.229479
+"1986-01-01 00:00:00",2.442143,21.188135
+"1987-01-01 00:00:00",2.4187388,22.045925
+"1988-01-01 00:00:00",2.3975978,22.989717
+"1989-01-01 00:00:00",2.3691702,23.66632
+"1990-01-01 00:00:00",1.7116715,24.73834
+"1991-01-01 00:00:00",1.6212643,24.861408
+"1992-01-01 00:00:00",1.5319625,25.120533
+"1993-01-01 00:00:00",1.3495778,25.17458
+"1994-01-01 00:00:00",1.1573408,25.439676
+"1995-01-01 00:00:00",1.1173996,25.501747
+"1996-01-01 00:00:00",1.0942391,25.74677
+"1997-01-01 00:00:00",0.99237716,25.24962
+"1998-01-01 00:00:00",0.9505148,24.871376
+"1999-01-01 00:00:00",0.9228633,24.350233
+"2000-01-01 00:00:00",1.0623242,23.964836
+"2001-01-01 00:00:00",1.0511703,23.27791
+"2002-01-01 00:00:00",1.044575,22.822197
+"2003-01-01 00:00:00",1.062225,22.25413
+"2004-01-01 00:00:00",1.1657461,22.147785
+"2005-01-01 00:00:00",1.2570846,21.302633
+"2006-01-01 00:00:00",1.2984233,20.435047
+"2007-01-01 00:00:00",1.3091985,20.2898
+"2008-01-01 00:00:00",1.2124451,19.535643
+"2009-01-01 00:00:00",1.1060809,18.824032
+"2010-01-01 00:00:00",1.0936612,18.70853
+"2011-01-01 00:00:00",1.2073094,18.482008
+"2012-01-01 00:00:00",1.167961,18.461678
+"2013-01-01 00:00:00",1.173174,18.0128
+"2014-01-01 00:00:00",1.2158216,17.879221
+"2015-01-01 00:00:00",1.2584894,17.394094
+"2016-01-01 00:00:00",1.1540601,17.103577
+"2017-01-01 00:00:00",1.1504025,17.011614
+"2018-01-01 00:00:00",1.1715587,17.171572
\ No newline at end of file
diff --git a/emissions/edgarv6-anthro-so2-yearl.csv b/emissions/edgarv6-anthro-so2-yearl.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c472a31c26cce1bb4528e5b836c73d91ca490c36
--- /dev/null
+++ b/emissions/edgarv6-anthro-so2-yearl.csv
@@ -0,0 +1,50 @@
+"Date"," Road transportation no resuspension"
+"1970-01-01 00:00:00",1.2446634
+"1971-01-01 00:00:00",1.2930579
+"1972-01-01 00:00:00",1.386142
+"1973-01-01 00:00:00",1.4840044
+"1974-01-01 00:00:00",1.4844989
+"1975-01-01 00:00:00",1.5348821
+"1976-01-01 00:00:00",1.6345983
+"1977-01-01 00:00:00",1.7117991
+"1978-01-01 00:00:00",1.8118296
+"1979-01-01 00:00:00",1.8315786
+"1980-01-01 00:00:00",1.8060168
+"1981-01-01 00:00:00",1.8286062
+"1982-01-01 00:00:00",1.814285
+"1983-01-01 00:00:00",1.8660728
+"1984-01-01 00:00:00",1.8981247
+"1985-01-01 00:00:00",1.924186
+"1986-01-01 00:00:00",2.0084255
+"1987-01-01 00:00:00",2.0801942
+"1988-01-01 00:00:00",2.1727803
+"1989-01-01 00:00:00",2.2235656
+"1990-01-01 00:00:00",2.3383012
+"1991-01-01 00:00:00",2.3729973
+"1992-01-01 00:00:00",2.4159412
+"1993-01-01 00:00:00",2.468674
+"1994-01-01 00:00:00",2.5275297
+"1995-01-01 00:00:00",1.0647359
+"1996-01-01 00:00:00",1.0799272
+"1997-01-01 00:00:00",1.0678434
+"1998-01-01 00:00:00",1.0538687
+"1999-01-01 00:00:00",1.0482935
+"2000-01-01 00:00:00",0.7261321
+"2001-01-01 00:00:00",0.71089154
+"2002-01-01 00:00:00",0.7091478
+"2003-01-01 00:00:00",0.70187545
+"2004-01-01 00:00:00",0.7065376
+"2005-01-01 00:00:00",0.30500662
+"2006-01-01 00:00:00",0.28722423
+"2007-01-01 00:00:00",0.2795398
+"2008-01-01 00:00:00",0.2609268
+"2009-01-01 00:00:00",0.16271424
+"2010-01-01 00:00:00",0.14989819
+"2011-01-01 00:00:00",0.13394885
+"2012-01-01 00:00:00",0.12695795
+"2013-01-01 00:00:00",0.12700272
+"2014-01-01 00:00:00",0.10939581
+"2015-01-01 00:00:00",0.11022016
+"2016-01-01 00:00:00",0.1106094
+"2017-01-01 00:00:00",0.108071946
+"2018-01-01 00:00:00",0.10704262
\ No newline at end of file
diff --git a/scenario comparison/cams-glob-ant-anthro-nox.pdf b/scenario comparison/cams-glob-ant-anthro-nox.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..d744da9312d0566b61435cd1e56abf94426dadf0
Binary files /dev/null and b/scenario comparison/cams-glob-ant-anthro-nox.pdf differ
diff --git a/scenario comparison/scenarios_vs_historical.ipynb b/scenario comparison/scenarios_vs_historical.ipynb
index d8ac60269214850d2e9990de708d280577a39c6b..1e0d52dbbd2280097e88bdbf657000d7472ec9e1 100644
--- a/scenario comparison/scenarios_vs_historical.ipynb
+++ b/scenario comparison/scenarios_vs_historical.ipynb
@@ -939,23 +939,53 @@
},
{
"cell_type": "code",
+<<<<<<< HEAD
"execution_count": 48,
+=======
+ "execution_count": 19,
+>>>>>>> d1a035698f335f4838e24def47fa9bbc9e5fed3d
"id": "84377e1d-1620-42a7-aa7f-a67ad35011f1",
"metadata": {
"tags": []
},
- "outputs": [],
+ "outputs": [
+ {
+ "ename": "ValueError",
+ "evalue": "Length mismatch: Expected axis has 1 elements, new values have 2 elements",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+ "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)",
+ "Cell \u001b[0;32mIn[19], line 3\u001b[0m\n\u001b[1;32m 1\u001b[0m cams_nox_file \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m/home/b/b309253/data-exploration/emissions/cams-glob-ant-anthro-nox.csv\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[1;32m 2\u001b[0m cams_nox_data \u001b[38;5;241m=\u001b[39m pd\u001b[38;5;241m.\u001b[39mread_csv(cams_nox_file, sep\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;130;01m\\t\u001b[39;00m\u001b[38;5;124m'\u001b[39m)\n\u001b[0;32m----> 3\u001b[0m \u001b[43mcams_nox_data\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcolumns\u001b[49m \u001b[38;5;241m=\u001b[39m [\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mDate\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mCAMS Road\u001b[39m\u001b[38;5;124m'\u001b[39m]\n\u001b[1;32m 4\u001b[0m cams_nox_data \u001b[38;5;241m=\u001b[39m cams_nox_data\u001b[38;5;241m.\u001b[39mset_index(pd\u001b[38;5;241m.\u001b[39mdate_range(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m1/1/2000\u001b[39m\u001b[38;5;124m\"\u001b[39m, periods\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m24\u001b[39m, freq\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mY\u001b[39m\u001b[38;5;124m'\u001b[39m))\u001b[38;5;241m.\u001b[39mdrop(columns \u001b[38;5;241m=\u001b[39m [\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mDate\u001b[39m\u001b[38;5;124m'\u001b[39m])\n",
+ "File \u001b[0;32m/sw/spack-levante/mambaforge-22.9.0-2-Linux-x86_64-kptncg/lib/python3.10/site-packages/pandas/core/generic.py:6002\u001b[0m, in \u001b[0;36mNDFrame.__setattr__\u001b[0;34m(self, name, value)\u001b[0m\n\u001b[1;32m 6000\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m 6001\u001b[0m \u001b[38;5;28mobject\u001b[39m\u001b[38;5;241m.\u001b[39m\u001b[38;5;21m__getattribute__\u001b[39m(\u001b[38;5;28mself\u001b[39m, name)\n\u001b[0;32m-> 6002\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mobject\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[38;5;21;43m__setattr__\u001b[39;49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mname\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mvalue\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 6003\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mAttributeError\u001b[39;00m:\n\u001b[1;32m 6004\u001b[0m \u001b[38;5;28;01mpass\u001b[39;00m\n",
+ "File \u001b[0;32m/sw/spack-levante/mambaforge-22.9.0-2-Linux-x86_64-kptncg/lib/python3.10/site-packages/pandas/_libs/properties.pyx:69\u001b[0m, in \u001b[0;36mpandas._libs.properties.AxisProperty.__set__\u001b[0;34m()\u001b[0m\n",
+ "File \u001b[0;32m/sw/spack-levante/mambaforge-22.9.0-2-Linux-x86_64-kptncg/lib/python3.10/site-packages/pandas/core/generic.py:730\u001b[0m, in \u001b[0;36mNDFrame._set_axis\u001b[0;34m(self, axis, labels)\u001b[0m\n\u001b[1;32m 725\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 726\u001b[0m \u001b[38;5;124;03mThis is called from the cython code when we set the `index` attribute\u001b[39;00m\n\u001b[1;32m 727\u001b[0m \u001b[38;5;124;03mdirectly, e.g. `series.index = [1, 2, 3]`.\u001b[39;00m\n\u001b[1;32m 728\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 729\u001b[0m labels \u001b[38;5;241m=\u001b[39m ensure_index(labels)\n\u001b[0;32m--> 730\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_mgr\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mset_axis\u001b[49m\u001b[43m(\u001b[49m\u001b[43maxis\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mlabels\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 731\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_clear_item_cache()\n",
+ "File \u001b[0;32m/sw/spack-levante/mambaforge-22.9.0-2-Linux-x86_64-kptncg/lib/python3.10/site-packages/pandas/core/internals/managers.py:225\u001b[0m, in \u001b[0;36mBaseBlockManager.set_axis\u001b[0;34m(self, axis, new_labels)\u001b[0m\n\u001b[1;32m 223\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mset_axis\u001b[39m(\u001b[38;5;28mself\u001b[39m, axis: AxisInt, new_labels: Index) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 224\u001b[0m \u001b[38;5;66;03m# Caller is responsible for ensuring we have an Index object.\u001b[39;00m\n\u001b[0;32m--> 225\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_validate_set_axis\u001b[49m\u001b[43m(\u001b[49m\u001b[43maxis\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mnew_labels\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 226\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39maxes[axis] \u001b[38;5;241m=\u001b[39m new_labels\n",
+ "File \u001b[0;32m/sw/spack-levante/mambaforge-22.9.0-2-Linux-x86_64-kptncg/lib/python3.10/site-packages/pandas/core/internals/base.py:70\u001b[0m, in \u001b[0;36mDataManager._validate_set_axis\u001b[0;34m(self, axis, new_labels)\u001b[0m\n\u001b[1;32m 67\u001b[0m \u001b[38;5;28;01mpass\u001b[39;00m\n\u001b[1;32m 69\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m new_len \u001b[38;5;241m!=\u001b[39m old_len:\n\u001b[0;32m---> 70\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m 71\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mLength mismatch: Expected axis has \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mold_len\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m elements, new \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 72\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mvalues have \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mnew_len\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m elements\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 73\u001b[0m )\n",
+ "\u001b[0;31mValueError\u001b[0m: Length mismatch: Expected axis has 1 elements, new values have 2 elements"
+ ]
+ }
+ ],
"source": [
"cams_nox_file = '/home/b/b309253/data-exploration/emissions/cams-glob-ant-anthro-nox.csv'\n",
+<<<<<<< HEAD
"cams_nox_data = pd.read_csv(cams_nox_file, sep=',')\n",
"cams_nox_data.columns = ['Date', 'CAMS Road']\n",
"cams_nox_data['CAMS Road'] = cams_nox_data['CAMS Road']\n",
+=======
+ "cams_nox_data = pd.read_csv(cams_nox_file, sep='\\t')\n",
+ "cams_nox_data.columns = ['Date', 'CAMS Road']\n",
+>>>>>>> d1a035698f335f4838e24def47fa9bbc9e5fed3d
"cams_nox_data = cams_nox_data.set_index(pd.date_range(\"1/1/2000\", periods=24, freq='Y')).drop(columns = ['Date'])"
]
},
{
"cell_type": "code",
+<<<<<<< HEAD
"execution_count": 49,
+=======
+ "execution_count": null,
+>>>>>>> d1a035698f335f4838e24def47fa9bbc9e5fed3d
"id": "34c63c20-e320-4323-8469-7e672d3cde19",
"metadata": {
"tags": []
@@ -965,17 +995,26 @@
"ceds_nox_file = '/home/b/b309253/data-exploration/emissions/ceds-anthro-nox-yearly.csv'\n",
"ceds_nox_data = pd.read_csv(ceds_nox_file, sep=',')\n",
"ceds_nox_data.columns = ['Date', 'CEDS tranport']\n",
+<<<<<<< HEAD
"ceds_nox_data['CEDS tranport'] = ceds_nox_data['CEDS tranport']\n",
+=======
+ "ceds_nox_data\n",
+>>>>>>> d1a035698f335f4838e24def47fa9bbc9e5fed3d
"ceds_nox_data = ceds_nox_data.set_index(pd.date_range(\"1/1/1950\", periods=65, freq='Y')).drop(columns = ['Date'])"
]
},
{
"cell_type": "code",
+<<<<<<< HEAD
"execution_count": 50,
+=======
+ "execution_count": null,
+>>>>>>> d1a035698f335f4838e24def47fa9bbc9e5fed3d
"id": "5da24dc3-098e-4ed7-9cec-e6cbb37697bb",
"metadata": {
"tags": []
},
+<<<<<<< HEAD
"outputs": [
{
"data": {
@@ -998,6 +1037,9 @@
"output_type": "display_data"
}
],
+=======
+ "outputs": [],
+>>>>>>> d1a035698f335f4838e24def47fa9bbc9e5fed3d
"source": [
"ax = ceds_nox_data.plot()\n",
"cams_nox_data.plot(ax=ax)\n",
@@ -1017,7 +1059,11 @@
},
{
"cell_type": "code",
+<<<<<<< HEAD
"execution_count": 26,
+=======
+ "execution_count": null,
+>>>>>>> d1a035698f335f4838e24def47fa9bbc9e5fed3d
"id": "febfd5ef-20f2-46ad-a352-0206af7e59ee",
"metadata": {
"tags": []
@@ -1032,7 +1078,11 @@
},
{
"cell_type": "code",
+<<<<<<< HEAD
"execution_count": 27,
+=======
+ "execution_count": null,
+>>>>>>> d1a035698f335f4838e24def47fa9bbc9e5fed3d
"id": "31f6de82-eca3-4ed3-aabc-b6124d6033c6",
"metadata": {
"tags": []
@@ -1047,11 +1097,16 @@
},
{
"cell_type": "code",
+<<<<<<< HEAD
"execution_count": 28,
+=======
+ "execution_count": null,
+>>>>>>> d1a035698f335f4838e24def47fa9bbc9e5fed3d
"id": "f0c7b549-97d3-4f6e-bdcb-cb03896d2799",
"metadata": {
"tags": []
},
+<<<<<<< HEAD
"outputs": [
{
"data": {
@@ -1074,6 +1129,9 @@
"output_type": "display_data"
}
],
+=======
+ "outputs": [],
+>>>>>>> d1a035698f335f4838e24def47fa9bbc9e5fed3d
"source": [
"ax = ceds_nh3_data.plot()\n",
"cams_nh3_data.plot(ax=ax)\n",
@@ -1093,7 +1151,11 @@
},
{
"cell_type": "code",
+<<<<<<< HEAD
"execution_count": 29,
+=======
+ "execution_count": null,
+>>>>>>> d1a035698f335f4838e24def47fa9bbc9e5fed3d
"id": "ea3c0a21-9aa3-48b4-a018-de01399de37a",
"metadata": {
"tags": []
@@ -1108,7 +1170,11 @@
},
{
"cell_type": "code",
+<<<<<<< HEAD
"execution_count": 30,
+=======
+ "execution_count": null,
+>>>>>>> d1a035698f335f4838e24def47fa9bbc9e5fed3d
"id": "b6dc224e-6598-421e-a5c4-088b4d5a6c48",
"metadata": {
"tags": []
@@ -1123,11 +1189,16 @@
},
{
"cell_type": "code",
+<<<<<<< HEAD
"execution_count": 31,
+=======
+ "execution_count": null,
+>>>>>>> d1a035698f335f4838e24def47fa9bbc9e5fed3d
"id": "bc450025-f98f-4e40-ae97-f7ac5dd030c9",
"metadata": {
"tags": []
},
+<<<<<<< HEAD
"outputs": [
{
"data": {
@@ -1150,6 +1221,9 @@
"output_type": "display_data"
}
],
+=======
+ "outputs": [],
+>>>>>>> d1a035698f335f4838e24def47fa9bbc9e5fed3d
"source": [
"ax = ceds_so2_data.plot()\n",
"cams_so2_data.plot(ax=ax)\n",
@@ -1204,6 +1278,7 @@
"metadata": {
"tags": []
},
+<<<<<<< HEAD
"outputs": [
{
"data": {
@@ -1226,6 +1301,9 @@
"output_type": "display_data"
}
],
+=======
+ "outputs": [],
+>>>>>>> d1a035698f335f4838e24def47fa9bbc9e5fed3d
"source": [
"ax = ceds_co_data.plot()\n",
"cams_co_data.plot(ax=ax)\n",
@@ -1245,11 +1323,16 @@
},
{
"cell_type": "code",
+<<<<<<< HEAD
"execution_count": 36,
+=======
+ "execution_count": null,
+>>>>>>> d1a035698f335f4838e24def47fa9bbc9e5fed3d
"id": "4375409e-3a29-4e3b-82d0-2eb6449c4b08",
"metadata": {
"tags": []
},
+<<<<<<< HEAD
"outputs": [
{
"data": {
@@ -1262,14 +1345,22 @@
"output_type": "display_data"
}
],
+=======
+ "outputs": [],
+>>>>>>> d1a035698f335f4838e24def47fa9bbc9e5fed3d
"source": [
"fig4, axs4 = plt.subplots(2,2)\n",
"fig4.set_figwidth(12)\n",
"\n",
"\n",
"NOx_hist_emissions[220:].plot(ax= axs4[0,0])\n",
+<<<<<<< HEAD
"ceds_nox_data.plot(ax= axs4[0,0])\n",
"cams_nox_data.plot(ax= axs4[0,0])\n",
+=======
+ "ceds_data.plot(ax= axs4[0,0])\n",
+ "cams_data.plot(ax= axs4[0,0])\n",
+>>>>>>> d1a035698f335f4838e24def47fa9bbc9e5fed3d
"emissions_NOx_road.plot(title = 'Yearly total road emissions of NOx across scenarios', ax= axs4[0,0])\n",
"NH3_hist_emissions[220:].plot(ax= axs4[0,1])\n",
"ceds_nh3_data.plot(ax= axs4[0,1])\n",