From d20cfc35ce5c9151afcd6366ef63c35b18c9e161 Mon Sep 17 00:00:00 2001 From: Chris Smith Date: Sun, 19 Aug 2018 22:37:30 +0100 Subject: [PATCH 1/7] Separate concentration calculation into new function. Intention to allow runs driven with GHG concentrations. Unfinished - test failing --- .../data/RCP3PD_MIDYEAR_CONCENTRATIONS.csv | 775 ++++++++++++++++++ .../data/RCP45_MIDYEAR_CONCENTRATIONS.csv | 774 +++++++++++++++++ .../RCPs/data/RCP6_MIDYEAR_CONCENTRATIONS.csv | 774 +++++++++++++++++ .../data/RCP85_MIDYEAR_CONCENTRATIONS.csv | 775 ++++++++++++++++++ fair/RCPs/rcp26.py | 43 + fair/RCPs/rcp45.py | 43 + fair/RCPs/rcp60.py | 43 + fair/RCPs/rcp85.py | 43 + fair/forward.py | 110 ++- tests/test_fair.py | 7 + 10 files changed, 3353 insertions(+), 34 deletions(-) create mode 100644 fair/RCPs/data/RCP3PD_MIDYEAR_CONCENTRATIONS.csv create mode 100644 fair/RCPs/data/RCP45_MIDYEAR_CONCENTRATIONS.csv create mode 100644 fair/RCPs/data/RCP6_MIDYEAR_CONCENTRATIONS.csv create mode 100644 fair/RCPs/data/RCP85_MIDYEAR_CONCENTRATIONS.csv diff --git a/fair/RCPs/data/RCP3PD_MIDYEAR_CONCENTRATIONS.csv b/fair/RCPs/data/RCP3PD_MIDYEAR_CONCENTRATIONS.csv new file mode 100644 index 00000000..18704889 --- /dev/null +++ b/fair/RCPs/data/RCP3PD_MIDYEAR_CONCENTRATIONS.csv @@ -0,0 +1,775 @@ +,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +RCP3PD__MIDYEAR__CONCENTRATIONS____________________________,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"CONTENT: CMIP5 RECOMMENDATIONS FOR ANNUAL AVERAGE, GLOBAL MEAN CONCENTRATIONS.",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"RUN: RCP3PD (RCP3-Peak&Decline), FINAL RELEASE, 26 Nov. 2009",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"RCP4.5 CONTACT: IMAGE group, Detlef van Vuuren (riahi@iiasa.ac.at)",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +DATE: 26/11/2009 11:29:06,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"MAGICC-VERSION: 6.3.09, 25 November 2009",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"FILE PRODUCED BY: RCP Concentration Calculation & Data Group, M. Meinshausen, S. Smith, K. Riahi, D. van Vuuren",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"DOCUMENTATION: M. Meinshausen, S. Smith et al. (2011) ""The RCP GHG concentrations and their extension from 1765 to 2300"", DOI 10.1007/s10584-011-0156-z, Climatic Change.",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +CMIP5 INFO: http://cmip-pcmdi.llnl.gov/cmip5/,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +RCP DATABASE: http://www.iiasa.ac.at/web-apps/tnt/RcpDb,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"FURTHER INFO: For data sources, aknowledgements and further information, see http://www.pik-potsdam.de/~mmalte/rcps.",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +NOTE: RCP3PD starts 2005; 20th century data and earlier is provided for convenience.,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +COLUMN_DESCRIPTION________________________________________,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"1. CO2EQ - (For Information only, not CMIP5 recommendation) CO2 equivalence concentrations using CO2 radiative forcing relationship Q = 3.71/ln(2)*ln(C/278), aggregating all (efficacy-adjusted) anthropogenic forcings, including greenhouse gases listed below (i.e. columns 3,4,5 and 8-35), and aerosols, trop. ozone etc. (not listed below).",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"2. KYOTO-CO2EQ - (For information only, not CMIP5 recommendation) As column 1, but only aggregating greenhouse gases controlled under the Kyoto Protocol (columns 3,4,5 and 8-19).",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3. CO2 - Atmospheric CO2 concentrations,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4. CH4 - Atmospheric CH4 concentrations,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5. N2O - Atmospheric N2O concentrations,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"6. FGASSUMHFC134AEQ - All flourinated gases controlled under the Kyoto Protocol, i.e. HFCs, PFCs, and SF6 (columns 8-19) expressed as HFC134a equivalence concentrations.",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"7. MHALOSUMCFC12EQ - All flourinated gases controlled under the Montreal Protocol, i.e. CFCs, HCFCs, Halons, CCl4, CH3Br, CH3Cl (columns 20-35) expressed as CFC-12 equivalence concentrations.",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +8. - 19. - Flourinated Gases controlled under the Kyoto Protocol,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +20. - 35. - Ozone Depleting Substances controlled under the Montreal Protocol,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +&THISFILE_SPECIFICATIONS,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +THISFILE_DATACOLUMNS,35,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +THISFILE_FIRSTYEAR,1765,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +THISFILE_LASTYEAR,2500,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +THISFILE_ANNUALSTEPS,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +THISFILE_FIRSTDATAROW,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +THISFILE_UNITS,SEE ROW 38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +THISFILE_DATTYPE,RCPDAT,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 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b/fair/RCPs/data/RCP45_MIDYEAR_CONCENTRATIONS.csv @@ -0,0 +1,774 @@ +RCP45__MIDYEAR__CONCENTRATIONS____________________________,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"CONTENT: CMIP5 RECOMMENDATIONS FOR ANNUAL AVERAGE, GLOBAL MEAN CONCENTRATIONS.",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"RUN: RCP4.5, FINAL RELEASE, 26 Nov. 2009",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"RCP4.5 CONTACT: MiniCAM group, Allison Thomson (Allison.Thomson@pnl.gov)",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"DATE: 26/11/2009 09:00:37 (updated description, 30 May 2010)",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"MAGICC-VERSION: 6.3.09, 25 November 2009",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"FILE PRODUCED BY: RCP Concentration Calculation & Data Group, M. Meinshausen, S. Smith, K. Riahi, D. van Vuuren",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"DOCUMENTATION: M. Meinshausen, S. Smith et al. (2011) ""The RCP GHG concentrations and their extension from 1765 to 2300"", DOI 10.1007/s10584-011-0156-z, Climatic Change.",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +CMIP5 INFO: http://cmip-pcmdi.llnl.gov/cmip5/,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +RCP DATABASE: http://www.iiasa.ac.at/web-apps/tnt/RcpDb,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"FURTHER INFO: For data sources, aknowledgements and further information, see http://www.pik-potsdam.de/~mmalte/rcps",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +NOTE: RCP4.5 starts 2005; 20th century data and earlier is provided for convenience.,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +COLUMN_DESCRIPTION________________________________________,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"1. CO2EQ - (For Information only, not CMIP5 recommendation) CO2 equivalence concentrations using CO2 radiative forcing relationship Q = 3.71/ln(2)*ln(C/278), aggregating all (efficacy-adjusted) anthropogenic forcings, including greenhouse gases listed below (i.e. columns 3,4,5 and 8-35), and aerosols, trop. ozone etc. (not listed below).",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"2. KYOTO-CO2EQ - (For information only, not CMIP5 recommendation) As column 1, but only aggregating greenhouse gases controlled under the Kyoto Protocol (columns 3,4,5 and 8-19).",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3. CO2 - Atmospheric CO2 concentrations,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4. CH4 - Atmospheric CH4 concentrations,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5. N2O - Atmospheric N2O concentrations,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"6. FGASSUMHFC134AEQ - All flourinated gases controlled under the Kyoto Protocol, i.e. HFCs, PFCs, and SF6 (columns 8-19) expressed as HFC134a equivalence concentrations.",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"7. MHALOSUMCFC12EQ - All flourinated gases controlled under the Montreal Protocol, i.e. CFCs, HCFCs, Halons, CCl4, CH3Br, CH3Cl (columns 20-35) expressed as CFC-12 equivalence concentrations.",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +8. - 19. - Flourinated Gases controlled under the Kyoto Protocol,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +20. - 35. - Ozone Depleting Substances controlled under the Montreal Protocol,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +&THISFILE_SPECIFICATIONS,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +THISFILE_DATACOLUMNS,35,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +THISFILE_FIRSTYEAR,1765,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +THISFILE_LASTYEAR,2500,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +THISFILE_ANNUALSTEPS,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +THISFILE_FIRSTDATAROW,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +THISFILE_UNITS,SEE ROW 38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +THISFILE_DATTYPE,RCPDAT,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 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+RCP6.0_MIDYEAR__CONCENTRATIONS____________________________,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"CONTENT: CMIP5 RECOMMENDATIONS FOR ANNUAL AVERAGE, GLOBAL MEAN CONCENTRATIONS.",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"RUN: RCP6, FINAL RELEASE, 30 May 2010",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"RCP6.0 CONTACT: AIM group, Toshihiko Masui (masui@nies.go.jp) & Kenichi Matsumoto (matsumoto.kenichi@nies.go.jp)",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +DATE: 30/5/2010 01:02:33 (updated description) ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"MAGICC-VERSION: 6.3.09, 25 November 2009",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"FILE PRODUCED BY: RCP Concentration Calculation & Data Group, M. Meinshausen, S. Smith, K. Riahi, D. van Vuuren et al.",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"DOCUMENTATION: M. Meinshausen, S. Smith et al. (2011) ""The RCP GHG concentrations and their extension from 1765 to 2300"", DOI 10.1007/s10584-011-0156-z, Climatic Change.",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +CMIP5 INFO: http://cmip-pcmdi.llnl.gov/cmip5/,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +RCP DATABASE: http://www.iiasa.ac.at/web-apps/tnt/RcpDb,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"FURTHER INFO: For data sources, aknowledgements and further information, see http://www.pik-potsdam.de/~mmalte/rcps",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +NOTE: RCP6 starts 2005; 20th century data and earlier is provided for convenience; ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +COLUMN_DESCRIPTION________________________________________,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"1. CO2EQ - (For Information only, not CMIP5 recommendation) CO2 equivalence concentrations using CO2 radiative forcing relationship Q = 3.71/ln(2)*ln(C/278), aggregating all (efficacy-adjusted) anthropogenic forcings, including greenhouse gases listed below (i.e. columns 3,4,5 and 8-35), and aerosols, trop. ozone etc. (not listed below).",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"2. KYOTO-CO2EQ - (For information only, not CMIP5 recommendation) As column 1, but only aggregating greenhouse gases controlled under the Kyoto Protocol (columns 3,4,5 and 8-19).",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3. CO2 - Atmospheric CO2 concentrations,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4. CH4 - Atmospheric CH4 concentrations,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5. N2O - Atmospheric N2O concentrations,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"6. FGASSUMHFC134AEQ - All flourinated gases controlled under the Kyoto Protocol, i.e. HFCs, PFCs, and SF6 (columns 8-19) expressed as HFC134a equivalence concentrations.",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"7. MHALOSUMCFC12EQ - All flourinated gases controlled under the Montreal Protocol, i.e. CFCs, HCFCs, Halons, CCl4, CH3Br, CH3Cl (columns 20-35) expressed as CFC-12 equivalence concentrations.",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +8. - 19. - Flourinated Gases controlled under the Kyoto Protocol,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +20. - 35. - Ozone Depleting Substances controlled under the Montreal Protocol,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +&THISFILE_SPECIFICATIONS,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +THISFILE_DATACOLUMNS,35,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +THISFILE_FIRSTYEAR,1765,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +THISFILE_LASTYEAR,2500,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +THISFILE_ANNUALSTEPS,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +THISFILE_FIRSTDATAROW,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +THISFILE_UNITS,SEE ROW 38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +THISFILE_DATTYPE,RCPDAT,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 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+,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +RCP85__MIDYEAR__CONCENTRATIONS____________________________,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"CONTENT: CMIP5 RECOMMENDATIONS FOR ANNUAL AVERAGE, GLOBAL MEAN CONCENTRATIONS.",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"RUN: RCP8.5, FINAL RELEASE, 26 Nov. 2009",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"RCP4.5 CONTACT: MESSAGE group, Keywan Riahi (riahi@iiasa.ac.at)",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"DATE: 26/11/2009 11:11:43 (updated description, 30 May 2010)",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"MAGICC-VERSION: 6.3.09, 25 November 2009",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"FILE PRODUCED BY: RCP Concentration Calculation & Data Group, M. Meinshausen, S. Smith, K. Riahi, D. van Vuuren",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"DOCUMENTATION: M. Meinshausen, S. Smith et al. (2011) ""The RCP GHG concentrations and their extension from 1765 to 2300"", DOI 10.1007/s10584-011-0156-z, Climatic Change.",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +CMIP5 INFO: http://cmip-pcmdi.llnl.gov/cmip5/,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +RCP DATABASE: http://www.iiasa.ac.at/web-apps/tnt/RcpDb,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"FURTHER INFO: For data sources, aknowledgements and further information, see http://www.pik-potsdam.de/~mmalte/rcps",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +NOTE: RCP8.5 starts 2005; 20th century data and earlier is provided for convenience.,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +COLUMN_DESCRIPTION________________________________________,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"1. CO2EQ - (For Information only, not CMIP5 recommendation) CO2 equivalence concentrations using CO2 radiative forcing relationship Q = 3.71/ln(2)*ln(C/278), aggregating all (efficacy-adjusted) anthropogenic forcings, including greenhouse gases listed below (i.e. columns 3,4,5 and 8-35), and aerosols, trop. ozone etc. (not listed below).",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"2. KYOTO-CO2EQ - (For information only, not CMIP5 recommendation) As column 1, but only aggregating greenhouse gases controlled under the Kyoto Protocol (columns 3,4,5 and 8-19).",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3. CO2 - Atmospheric CO2 concentrations,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4. CH4 - Atmospheric CH4 concentrations,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5. N2O - Atmospheric N2O concentrations,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"6. FGASSUMHFC134AEQ - All flourinated gases controlled under the Kyoto Protocol, i.e. HFCs, PFCs, and SF6 (columns 8-19) expressed as HFC134a equivalence concentrations.",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +"7. MHALOSUMCFC12EQ - All flourinated gases controlled under the Montreal Protocol, i.e. CFCs, HCFCs, Halons, CCl4, CH3Br, CH3Cl (columns 20-35) expressed as CFC-12 equivalence concentrations.",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +8. - 19. - Flourinated Gases controlled under the Kyoto Protocol,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +20. - 35. - Ozone Depleting Substances controlled under the Montreal Protocol,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +&THISFILE_SPECIFICATIONS,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +THISFILE_DATACOLUMNS,35,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +THISFILE_FIRSTYEAR,1765,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +THISFILE_LASTYEAR,2500,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +THISFILE_ANNUALSTEPS,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +THISFILE_FIRSTDATAROW,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +THISFILE_UNITS,SEE ROW 38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +THISFILE_DATTYPE,RCPDAT,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +/,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +COLUMN:,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35 +UNITS:,ppm,ppm,ppm,ppb,ppb,ppt,ppt,ppt,ppt,ppt,ppt,ppt,ppt,ppt,ppt,ppt,ppt,ppt,ppt,ppt,ppt,ppt,ppt,ppt,ppt,ppt,ppt,ppt,ppt,ppt,ppt,ppt,ppt,ppt,ppt +v YEARS/GAS >,CO2EQ,KYOTO-CO2EQ,CO2,CH4,N2O,FGASSUMHFC134AEQ,MHALOSUMCFC12EQ,CF4,C2F6,C6F14,HFC23,HFC32,HFC43_10,HFC125,HFC134a,HFC143a,HFC227ea,HFC245fa,SF6,CFC_11,CFC_12,CFC_113,CFC_114,CFC_115,CARB_TET,MCF,HCFC_22,HCFC_141B,HCFC_142B,HALON1211,HALON1202,HALON1301,HALON2402,CH3BR,CH3CL +1765,277.01467,277.01467,278.05158,721.89411,272.95961,0,0,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5.8,480 +1766,277.8388,277.81457,278.10615,722.2557,272.97121,0,0,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5.8,480 +1767,278.69351,278.68732,278.22039,722.97082,272.99419,0,0,35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5.8,480 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+2499,2641.6826,2865.4167,1961.5774,3481.1807,526.59945,1702.2033,19.770552,224.09612,24.987269,0.42336574,15.520226,44.789972,8.1572978,214.43412,570.66262,173.48565,0.13662775,43.874269,115.57845,0.084125661,9.1904287,0.60816243,4.2428898,7.1875166,1.3391275E-005,7.7247991E-020,3.1396202E-005,0.0008313377,0.0002992447,3.021191E-007,1.3776114E-038,0.0091524202,7.3187061E-008,4.7708413,538.02891 +2500,2641.6826,2865.4167,1961.5774,3481.1807,526.59945,1702.2033,19.770552,224.09612,24.987269,0.42336574,15.520226,44.789972,8.1572978,214.43412,570.66262,173.48565,0.13662775,43.874269,115.57845,0.084125661,9.1904287,0.60816243,4.2428898,7.1875166,1.3391275E-005,7.7247991E-020,3.1396202E-005,0.0008313377,0.0002992447,3.021191E-007,1.3776114E-038,0.0091524202,7.3187061E-008,4.7708413,538.02891 diff --git a/fair/RCPs/rcp26.py b/fair/RCPs/rcp26.py index 3a1697a8..69d7d56b 100644 --- a/fair/RCPs/rcp26.py +++ b/fair/RCPs/rcp26.py @@ -9,6 +9,8 @@ import os emissions_filename = os.path.join( os.path.dirname(__file__), 'data/RCP3PD_EMISSIONS.csv') +concentrations_filename = os.path.join( + os.path.dirname(__file__), 'data/RCP3PD_MIDYEAR_CONCENTRATIONS.csv') forcing_filename = os.path.join( os.path.dirname(__file__), 'data/RCP3PD_MIDYEAR_RADFORCING.csv') aviNOx_filename = os.path.join( @@ -66,6 +68,47 @@ class Emissions: ch3cl = emissions[:,39] +class Concentrations: + concentrations = np.loadtxt(concentrations_filename, skiprows=39, + delimiter=',') + year = concentrations[:,0] + co2eq = concentrations[:,1] + kyotoco2eq = concentrations[:,2] + co2 = concentrations[:,3] + ch4 = concentrations[:,4] + n2o = concentrations[:,5] + fgassum = concentrations[:,6] + mhalosum = concentrations[:,7] + cf4 = concentrations[:,8] + c2f6 = concentrations[:,9] + c6f14 = concentrations[:,10] + hfc23 = concentrations[:,11] + hfc32 = concentrations[:,12] + hfc43_10 = concentrations[:,13] + hfc125 = concentrations[:,14] + hfc134a = concentrations[:,15] + hfc143a = concentrations[:,16] + hfc227ea = concentrations[:,17] + hfc245fa = concentrations[:,18] + sf6 = concentrations[:,19] + cfc11 = concentrations[:,20] + cfc12 = concentrations[:,21] + cfc113 = concentrations[:,22] + cfc114 = concentrations[:,23] + cfc115 = concentrations[:,24] + carb_tet = concentrations[:,25] + mcf = concentrations[:,26] + hcfc22 = concentrations[:,27] + hcfc141b = concentrations[:,28] + hcfc142b = concentrations[:,29] + halon1211 = concentrations[:,30] + halon1202 = concentrations[:,31] + halon1301 = concentrations[:,32] + halon2402 = concentrations[:,33] + ch3br = concentrations[:,34] + ch3cl = concentrations[:,35] + + class Forcing: forcing = np.loadtxt(forcing_filename, skiprows=59, delimiter=',') year = forcing[:,0] diff --git a/fair/RCPs/rcp45.py b/fair/RCPs/rcp45.py index 7d4a4af1..7cded3bf 100644 --- a/fair/RCPs/rcp45.py +++ b/fair/RCPs/rcp45.py @@ -9,6 +9,8 @@ import os emissions_filename = os.path.join( os.path.dirname(__file__), 'data/RCP45_EMISSIONS.csv') +concentrations_filename = os.path.join( + os.path.dirname(__file__), 'data/RCP45_MIDYEAR_CONCENTRATIONS.csv') forcing_filename = os.path.join( os.path.dirname(__file__), 'data/RCP45_MIDYEAR_RADFORCING.csv') aviNOx_filename = os.path.join( @@ -66,6 +68,47 @@ class Emissions: ch3cl = emissions[:,39] +class Concentrations: + concentrations = np.loadtxt(concentrations_filename, skiprows=38, + delimiter=',') + year = concentrations[:,0] + co2eq = concentrations[:,1] + kyotoco2eq = concentrations[:,2] + co2 = concentrations[:,3] + ch4 = concentrations[:,4] + n2o = concentrations[:,5] + fgassum = concentrations[:,6] + mhalosum = concentrations[:,7] + cf4 = concentrations[:,8] + c2f6 = concentrations[:,9] + c6f14 = concentrations[:,10] + hfc23 = concentrations[:,11] + hfc32 = concentrations[:,12] + hfc43_10 = concentrations[:,13] + hfc125 = concentrations[:,14] + hfc134a = concentrations[:,15] + hfc143a = concentrations[:,16] + hfc227ea = concentrations[:,17] + hfc245fa = concentrations[:,18] + sf6 = concentrations[:,19] + cfc11 = concentrations[:,20] + cfc12 = concentrations[:,21] + cfc113 = concentrations[:,22] + cfc114 = concentrations[:,23] + cfc115 = concentrations[:,24] + carb_tet = concentrations[:,25] + mcf = concentrations[:,26] + hcfc22 = concentrations[:,27] + hcfc141b = concentrations[:,28] + hcfc142b = concentrations[:,29] + halon1211 = concentrations[:,30] + halon1202 = concentrations[:,31] + halon1301 = concentrations[:,32] + halon2402 = concentrations[:,33] + ch3br = concentrations[:,34] + ch3cl = concentrations[:,35] + + class Forcing: forcing = np.loadtxt(forcing_filename, skiprows=59, delimiter=',') year = forcing[:,0] diff --git a/fair/RCPs/rcp60.py b/fair/RCPs/rcp60.py index 9d0e94b6..e6153f2c 100644 --- a/fair/RCPs/rcp60.py +++ b/fair/RCPs/rcp60.py @@ -9,6 +9,8 @@ import os emissions_filename = os.path.join( os.path.dirname(__file__), 'data/RCP6_EMISSIONS.csv') +concentrations_filename = os.path.join( + os.path.dirname(__file__), 'data/RCP6_MIDYEAR_CONCENTRATIONS.csv') forcing_filename = os.path.join( os.path.dirname(__file__), 'data/RCP6_MIDYEAR_RADFORCING.csv') aviNOx_filename = os.path.join( @@ -66,6 +68,47 @@ class Emissions: ch3cl = emissions[:,39] +class Concentrations: + concentrations = np.loadtxt(concentrations_filename, skiprows=39, + delimiter=',') + year = concentrations[:,0] + co2eq = concentrations[:,1] + kyotoco2eq = concentrations[:,2] + co2 = concentrations[:,3] + ch4 = concentrations[:,4] + n2o = concentrations[:,5] + fgassum = concentrations[:,6] + mhalosum = concentrations[:,7] + cf4 = concentrations[:,8] + c2f6 = concentrations[:,9] + c6f14 = concentrations[:,10] + hfc23 = concentrations[:,11] + hfc32 = concentrations[:,12] + hfc43_10 = concentrations[:,13] + hfc125 = concentrations[:,14] + hfc134a = concentrations[:,15] + hfc143a = concentrations[:,16] + hfc227ea = concentrations[:,17] + hfc245fa = concentrations[:,18] + sf6 = concentrations[:,19] + cfc11 = concentrations[:,20] + cfc12 = concentrations[:,21] + cfc113 = concentrations[:,22] + cfc114 = concentrations[:,23] + cfc115 = concentrations[:,24] + carb_tet = concentrations[:,25] + mcf = concentrations[:,26] + hcfc22 = concentrations[:,27] + hcfc141b = concentrations[:,28] + hcfc142b = concentrations[:,29] + halon1211 = concentrations[:,30] + halon1202 = concentrations[:,31] + halon1301 = concentrations[:,32] + halon2402 = concentrations[:,33] + ch3br = concentrations[:,34] + ch3cl = concentrations[:,35] + + class Forcing: forcing = np.loadtxt(forcing_filename, skiprows=59, delimiter=',') year = forcing[:,0] diff --git a/fair/RCPs/rcp85.py b/fair/RCPs/rcp85.py index ee05df78..bf8a551c 100644 --- a/fair/RCPs/rcp85.py +++ b/fair/RCPs/rcp85.py @@ -9,6 +9,8 @@ import os emissions_filename = os.path.join( os.path.dirname(__file__), 'data/RCP85_EMISSIONS.csv') +concentrations_filename = os.path.join( + os.path.dirname(__file__), 'data/RCP85_MIDYEAR_CONCENTRATIONS.csv') forcing_filename = os.path.join( os.path.dirname(__file__), 'data/RCP85_MIDYEAR_RADFORCING.csv') aviNOx_filename = os.path.join( @@ -66,6 +68,47 @@ class Emissions: ch3cl = emissions[:,39] +class Concentrations: + concentrations = np.loadtxt(concentrations_filename, skiprows=39, + delimiter=',') + year = concentrations[:,0] + co2eq = concentrations[:,1] + kyotoco2eq = concentrations[:,2] + co2 = concentrations[:,3] + ch4 = concentrations[:,4] + n2o = concentrations[:,5] + fgassum = concentrations[:,6] + mhalosum = concentrations[:,7] + cf4 = concentrations[:,8] + c2f6 = concentrations[:,9] + c6f14 = concentrations[:,10] + hfc23 = concentrations[:,11] + hfc32 = concentrations[:,12] + hfc43_10 = concentrations[:,13] + hfc125 = concentrations[:,14] + hfc134a = concentrations[:,15] + hfc143a = concentrations[:,16] + hfc227ea = concentrations[:,17] + hfc245fa = concentrations[:,18] + sf6 = concentrations[:,19] + cfc11 = concentrations[:,20] + cfc12 = concentrations[:,21] + cfc113 = concentrations[:,22] + cfc114 = concentrations[:,23] + cfc115 = concentrations[:,24] + carb_tet = concentrations[:,25] + mcf = concentrations[:,26] + hcfc22 = concentrations[:,27] + hcfc141b = concentrations[:,28] + hcfc142b = concentrations[:,29] + halon1211 = concentrations[:,30] + halon1202 = concentrations[:,31] + halon1301 = concentrations[:,32] + halon2402 = concentrations[:,33] + ch3br = concentrations[:,34] + ch3cl = concentrations[:,35] + + class Forcing: forcing = np.loadtxt(forcing_filename, skiprows=59, delimiter=',') year = forcing[:,0] diff --git a/fair/forward.py b/fair/forward.py index b6c5352b..b0781e5b 100644 --- a/fair/forward.py +++ b/fair/forward.py @@ -16,8 +16,32 @@ def iirf_interp_funct(alp_b,a,tau,targ_iirf): return iirf_arr - targ_iirf +def emis_to_conc(c0, e0, e1, ts, lt, vm): + # This function is earmarked for future OO treatment and should probably + # be moved to a new module + """Calculate concentrations of well mixed GHGs from emissions for simple + one-box model. + + Inputs: + c0: concentrations in timestep t-1 + e0: emissions in timestep t-1 + e1: emissions in timestep t + ts: length of timestep. Use 1 for sensible results in FaIR 1.3. + lt: atmospheric (e-folding) lifetime of GHG + vm: conversion from emissions units (e.g. Mt) to concentrations units + (e.g. ppb) + + Outputs: + c1: concentrations in timestep t + """ + c1 = c0 - c0 * (1.0 - np.exp(-ts/lt)) + 0.5 * ts * (e1 + e0) * vm + return c1 + + def fair_scm( emissions=False, + emissions_driven=True, + C=None, other_rf=0.0, q=np.array([0.33,0.41]), tcrecs=np.array([1.6,2.75]), @@ -223,7 +247,8 @@ def fair_scm( R_i = np.zeros(carbon_boxes_shape) T_j = np.zeros(thermal_boxes_shape) - C = np.zeros((nt, ngas)) + if emissions_driven: + C = np.zeros((nt, ngas)) T = np.zeros(nt) C_0 = np.copy(C_pi) @@ -351,38 +376,55 @@ def fair_scm( tau_new = tau * time_scale_sf if useMultigas: - # 1. Concentrations - # a. CARBON DIOXIDE - # Firstly add any oxidised methane from last year to the CO2 pool - oxidised_CH4 = ((C[t-1,1]-C_pi[1]) * - (1.0 - np.exp(-1.0/lifetimes[1])) * - (molwt.C/molwt.CH4 * 0.001 * oxCH4_frac * fossilCH4_frac[t])) - oxidised_CH4 = np.max((oxidised_CH4, 0)) - - # Compute the updated concentrations box anomalies from the decay - # of the previous year and the additional emissions - R_i[t,:] = R_i[t-1,:]*np.exp(-1.0/tau_new) + a*(np.sum( - emissions[t,1:3]) + oxidised_CH4) / ppm_gtc - # Sum the boxes to get the total concentration anomaly - C[t,0] = np.sum(R_i[...,t,:],axis=-1) - # Calculate the additional carbon uptake - C_acc[t] = C_acc[t-1] + 0.5*(np.sum(emissions[t-1:t+1,1:3])) - ( - C[t,0] - C[t-1,0])*ppm_gtc - - # b. METHANE - C[t,1] = C[t-1,1] - C[t-1,1]*(1.0 - np.exp(-1.0/lifetimes[1])) + ( - natural[t,0] + 0.5*(emissions[t,3] + emissions[t-1,3]) - ) / emis2conc[1] - - # c. NITROUS OXIDE - C[t,2] = C[t-1,2] - C[t-1,2]*(1.0 - np.exp(-1.0/lifetimes[2])) + ( - natural[t,1] + 0.5*(emissions[t,4] + emissions[t-1,4]) - ) / emis2conc[2] - - # d. OTHER WMGHGs - C[t,3:] = C[t-1,3:] - C[t-1,3:]*(1.0 - np.exp(-1.0/np.array( - lifetimes[3:]))) + (0.5 * ( - emissions[t,12:] + emissions[t-1,12:])) / emis2conc[3:] + if emissions_driven: + # Calculate concentrations + # a. CARBON DIOXIDE + # Firstly add any oxidised methane from last year to the CO2 + # pool + oxidised_CH4 = ((C[t-1,1]-C_pi[1]) * + (1.0 - np.exp(-1.0/lifetimes[1])) * + (molwt.C/molwt.CH4 * 0.001 * oxCH4_frac * fossilCH4_frac[t])) + oxidised_CH4 = np.max((oxidised_CH4, 0)) + + # Compute the updated concentrations box anomalies from the + # decay of the previous year and the additional emissions + R_i[t,:] = R_i[t-1,:]*np.exp(-1.0/tau_new) + a*(np.sum( + emissions[t,1:3]) + oxidised_CH4) / ppm_gtc + # Sum the boxes to get the total concentration anomaly + C[t,0] = np.sum(R_i[...,t,:],axis=-1) + # Calculate the additional carbon uptake + C_acc[t] = C_acc[t-1] + 0.5*(np.sum( + emissions[t-1:t+1,1:3])) - (C[t,0] - C[t-1,0])*ppm_gtc + + # b. METHANE + C[t,1] = emis_to_conc( + C[t-1,1], + emissions[t-1,3]+natural[t,0], + emissions[t,3]+natural[t,0], + 1.0, + lifetimes[1], + 1.0/emis2conc[1] + ) + + # c. NITROUS OXIDE + C[t,2] = emis_to_conc( + C[t-1,2], + emissions[t-1,4]+natural[t,1], + emissions[t,4]+natural[t,1], + 1.0, + lifetimes[2], + 1.0/emis2conc[2] + ) + + # d. OTHER WMGHGs + C[t,3:] = emis_to_conc( + C[t-1,3:], + emissions[t-1,12:], + emissions[t,12:], + 1.0, + np.array(lifetimes[3:]), + 1.0/emis2conc[3:] + ) # 2. Radiative forcing F[t,0:3] = ghg(C[t,0:3]+np.array([C_pi[0],0,0]), C_pi[0:3], F2x=F2x) @@ -439,4 +481,4 @@ def fair_scm( if not useMultigas: C = np.squeeze(C) F = np.squeeze(F) - return C, F, T + return C, F, T \ No newline at end of file diff --git a/tests/test_fair.py b/tests/test_fair.py index 83793b08..e98b25bb 100644 --- a/tests/test_fair.py +++ b/tests/test_fair.py @@ -427,3 +427,10 @@ def test_ensemble(): tcrecs_compare = np.loadtxt(filepath) assert np.allclose(tcrecs,tcrecs_compare) + +def test_concentration_driven(): + F, T = fair.forward.concentration_driven( + concentrations=rcp45.Concentrations.co2, + useMultigas=False + ) + assert np.allclose(F==np.zeros(736)) \ No newline at end of file From 8f529da954035eb762e366837aebde98e1ff479e Mon Sep 17 00:00:00 2001 From: Chris Smith Date: Mon, 20 Aug 2018 12:22:07 +0100 Subject: [PATCH 2/7] Set up FAIR to run concentration driven. Much, much refactoring to do. --- .gitignore | 6 +- docs/_build/doctrees/environment.pickle | Bin 115326 -> 122324 bytes docs/_build/doctrees/examples.doctree | Bin 154093 -> 162271 bytes docs/_build/doctrees/fair/fair.RCPs.doctree | Bin 5248219 -> 4307545 bytes docs/_build/doctrees/fair/fair.doctree | Bin 118883 -> 124020 bytes docs/_build/html/_images/examples_32_0.png | Bin 0 -> 30095 bytes docs/_build/html/_images/examples_34_0.png | Bin 215714 -> 33945 bytes docs/_build/html/_images/examples_36_1.png | Bin 0 -> 40222 bytes docs/_build/html/_images/examples_39_0.png | Bin 133412 -> 215714 bytes docs/_build/html/_images/examples_43_0.png | Bin 0 -> 106211 bytes docs/_build/html/_sources/examples.rst.txt | 97 +++- docs/_build/html/examples.html | 90 +++- docs/_build/html/fair/fair.RCPs.html | 564 ++++++-------------- docs/_build/html/fair/fair.html | 23 +- docs/_build/html/genindex.html | 347 +++++------- docs/_build/html/index.html | 1 + docs/_build/html/objects.inv | Bin 6817 -> 6103 bytes docs/_build/html/searchindex.js | 2 +- docs/_build/latex/FAIR.aux | 24 +- docs/_build/latex/FAIR.log | 72 +-- docs/_build/latex/FAIR.out | 5 +- docs/_build/latex/FAIR.pdf | Bin 2364780 -> 2436824 bytes docs/_build/latex/FAIR.tex | 93 +++- docs/_build/latex/FAIR.toc | 11 +- docs/_build/latex/examples_32_0.png | Bin 0 -> 30095 bytes docs/_build/latex/examples_34_0.png | Bin 215714 -> 33945 bytes docs/_build/latex/examples_36_1.png | Bin 0 -> 40222 bytes docs/_build/latex/examples_39_0.png | Bin 133412 -> 215714 bytes docs/_build/latex/examples_43_0.png | Bin 0 -> 106211 bytes docs/examples.ipynb | 159 +++++- docs/examples.rst | 97 +++- docs/examples_files/examples_32_0.png | Bin 0 -> 30095 bytes docs/examples_files/examples_34_0.png | Bin 215714 -> 33945 bytes docs/examples_files/examples_36_1.png | Bin 0 -> 40222 bytes docs/examples_files/examples_39_0.png | Bin 133412 -> 215714 bytes docs/examples_files/examples_43_0.png | Bin 0 -> 106211 bytes fair/RCPs/rcp45.py | 2 + fair/forward.py | 344 +++++++----- tests/rcp45/T_concdriven.npy | Bin 0 -> 6016 bytes tests/rcp45/T_concdriven_multi.npy | Bin 0 -> 6016 bytes tests/test_fair.py | 26 +- 41 files changed, 1133 insertions(+), 830 deletions(-) create mode 100644 docs/_build/html/_images/examples_32_0.png create mode 100644 docs/_build/html/_images/examples_36_1.png create mode 100644 docs/_build/html/_images/examples_43_0.png create mode 100644 docs/_build/latex/examples_32_0.png create mode 100644 docs/_build/latex/examples_36_1.png create mode 100644 docs/_build/latex/examples_43_0.png create mode 100644 docs/examples_files/examples_32_0.png create mode 100644 docs/examples_files/examples_36_1.png create mode 100644 docs/examples_files/examples_43_0.png create mode 100644 tests/rcp45/T_concdriven.npy create mode 100644 tests/rcp45/T_concdriven_multi.npy diff --git a/.gitignore b/.gitignore index 86e5895f..4a0a6088 100644 --- a/.gitignore +++ b/.gitignore @@ -17,11 +17,11 @@ .pytest_cache/* # Ipython 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