diff --git a/fair/tools/__init__.py b/fair/tools/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/fair/tools/magicc.py b/fair/tools/magicc.py new file mode 100644 index 00000000..6d592415 --- /dev/null +++ b/fair/tools/magicc.py @@ -0,0 +1,120 @@ +import numpy as np +from scipy.interpolate import interp1d + + +def _import_emis_file(rcp): + if rcp in ['rcp3pd', 'rcp26']: + from ..RCPs.rcp3pd import Emissions as rcp_emis + elif rcp=='rcp45': + from ..RCPs.rcp45 import Emissions as rcp_emis + elif rcp=='rcp6': + from ..RCPs.rcp6 import Emissions as rcp_emis + elif rcp=='rcp85': + from ..RCPs.rcp85 import Emissions as rcp_emis + else: + raise ValueError('rcp must be rcp3pd, rcp45, rcp6 or rcp85') + return rcp_emis + + +def scen_open(filename, + include_cfcs='rcp45', + startyear=1765): + + """ + Opens a MAGICC6 .SCEN file and extracts the data. Interpolates linearly + between non-consecutive years in the SCEN file. Fills in chlorinated gases + from a specified RCP scenario or from custom emissions. + + Inputs: + filename: the .SCEN file to open + + Keywords: + include_cfcs: string, False, or nt x 16 numpy array + MAGICC files do not come loaded with CFCs (indices 24-39). + They are given in the harmonised files at + http://www.pik-potsdam.de/~mmalte/rcps/. + - Specify 'rcp3pd', 'rcp45', 'rcp6' or 'rcp85' to use these RCPs. + - Use False to ignore and create a 24-species emission file. + - Provide an array to tack your own chlorinated gases onto the SCEN + startyear: First year of output file. If before first year of the SCEN + file, use RCP4.5 to fill + + Returns: + nt x 40 numpy emissions array + + nt is defined as - + + 1 + + It is assumed that the .SCEN files follow the formatting convention on + the MAGICC wiki at + http://wiki.magicc.org/index.php?title=Creating_MAGICC_Scenario_Files. + """ + + with open(filename) as f: + # First line is the number of time steps in the SCEN file + str_nt = f.readline().strip() + nt = int(str_nt) + + # Next 6 lines are unused by FAIR. + for i in range(6): + f.readline() + + # Eighth line is the column headers. When object orientation is + # implemented this will be important. + headers = f.readline().split() + + # Ninth line is the units. Again this will be important in OO-FAIR + units = f.readline().split() + + # Now the data! + scen_emissions = np.genfromtxt(filename, skip_header=9, max_rows=nt) + emissions = np.copy(scen_emissions) + scen_years = scen_emissions[:,0] + + # Interpolate between non-consecutive years in SCEN file + f = interp1d(scen_years, emissions[:,1:], kind='linear', axis=0, + assume_sorted=True, bounds_error=True) + full_years = np.arange(scen_years[0], scen_years[-1]+1) + emissions_filled = np.hstack((full_years[:,None], f(full_years))) + + # Add CFCs if requested + if type(include_cfcs) is np.ndarray: + if include_cfcs.shape != (nt,16): + raise ValueError("If chlorinated gas emissions are provided by " + + "the user they should be of size nt x 16 where nt is the number "+ + "of consecutive years.") + emissions_filled = np.append(emissions_filled, include_cfcs, axis=1) + elif include_cfcs==False: + pass + elif include_cfcs.lower()[:3]=='rcp': + rcp_emis = _import_emis_file(include_cfcs.lower()).emissions + # Need to ensure only years present in the SCEN file are taken + # Cheers: https://stackoverflow.com/questions/3522946/ + # using-numpy-arrays-as-lookup-tables + rcp_years = np.arange(scen_years[0], scen_years[-1]+1) + mapping = dict(zip(rcp_emis[:,0], range(rcp_emis.shape[0]))) + rcp_cfcs = np.array([rcp_emis[mapping[key],24:] for key in rcp_years]) + emissions_filled = np.append(emissions_filled, rcp_cfcs, axis=1) + else: + raise ValueError("include_cfcs should be an nt x 16 numpy array, a " + + "string (rcp3pd, rcp45, rcp6 or rcp85) or False.") + + # Fill in any pre-SCEN years from RCP4.5. All pathways are identical <2000 + if scen_years[0]>startyear: + if scen_years[0]>2000: + raise ValueError("Can only fill in history unambiguously if " + + "first year in SCEN file is 2000 or earlier. You have requested "+ + "startyear=%d and the first year in SCEN file is %d" + % (startyear, scen_year0)) + else: + # tack RCP45 on to beginning + rcp_emis = _import_emis_file('rcp45').emissions + rcp_years = np.arange(startyear, scen_years[0]) + mapping = dict(zip(rcp_emis[:,0], range(rcp_emis.shape[0]))) + if include_cfcs==False: + rcp_all = np.array([rcp_emis[mapping[key],:24] for key in rcp_years]) + else: + rcp_all = np.array([rcp_emis[mapping[key],:] for key in rcp_years]) + emissions_filled = np.insert(emissions_filled, 0, rcp_all, axis=0) + + return emissions_filled diff --git a/tests/rcp45/RCP45.SCEN b/tests/rcp45/RCP45.SCEN new file mode 100644 index 00000000..c27f3e42 --- /dev/null +++ b/tests/rcp45/RCP45.SCEN @@ -0,0 +1,385 @@ + 49 + 41 + RCP45 + HARMONISED, EXTENDED FINAL RCP4.5 NOV26; RCP45-Contact: MiniCAM group, Allison Thomson (Allison.Thomson@pnl.gov) + DATE: 26/11/2009 11:29:06; MAGICC-VERSION: 6.3.09, 25 November 2009; Documentation: M. Meinshausen, S. Smith et al. "The RCP GHG concentrations and their extension from 1765 to 2500", in prep., Climatic Change. + + WORLD + YEARS FossilCO2 OtherCO2 CH4 N2O SOx CO NMVOC NOx BC OC NH3 CF4 C2F6 C6F14 HFC23 HFC32 HFC43-10 HFC125 HFC134a HFC143a HFC227ea HFC245fa SF6 + Yrs GtC GtC MtCH4 MtN2O-N MtS MtCO Mt MtN Mt Mt MtN kt kt kt kt kt kt kt kt kt kt kt kt + 2000 6.7350 1.1488 300.2070 7.4567 53.8413 1068.0009 210.6230 38.1623 7.8048 35.5434 40.0185 12.0000 2.3750 0.4624 10.3949 4.0000 0.0000 8.5381 75.0394 6.2341 1.9510 17.9257 5.5382 + 2001 6.8960 1.1320 303.4093 7.5029 54.4192 1066.7447 211.5938 38.2888 7.8946 35.7143 40.3916 11.9250 2.4344 0.4651 10.4328 5.3987 0.6470 9.0301 84.0409 7.4947 1.6450 19.7183 5.6990 + 2002 6.9490 1.2317 306.5787 7.5487 54.9960 1065.4692 212.5632 38.4153 7.9841 35.8846 40.7647 11.8480 2.4915 0.4058 10.4708 6.7974 1.2941 9.8853 94.7162 8.7389 2.5080 21.5109 5.8596 + 2003 7.2860 1.2256 309.7165 7.5942 55.5716 1064.1742 213.5311 38.5418 8.0734 36.0543 41.1377 11.7692 2.5464 0.3939 10.5083 8.1961 1.9411 12.0788 101.4157 9.9776 3.3410 23.3034 6.0202 + 2004 7.6720 1.2428 312.8241 7.6394 56.1461 1062.8596 214.4977 38.6683 8.1624 36.2233 41.5107 11.6885 2.5990 0.4062 10.5455 9.5948 2.5881 12.5074 113.9297 11.2136 4.2690 25.0960 6.1806 + 2005 7.9710 1.1955 315.9027 7.6842 56.7195 1061.5255 215.4629 38.7948 8.2512 36.3917 41.8837 11.6059 2.6495 0.4358 10.8117 10.9934 3.2352 13.7591 120.9334 12.4483 4.8900 26.8886 6.3408 + 2006 8.0985 1.1385 317.2396 7.7210 56.3034 1057.0145 214.0518 38.5859 8.2245 35.9952 41.9902 11.4110 2.5812 0.4427 10.5530 12.3832 3.8802 14.4509 121.0747 12.7893 5.1613 31.2301 6.4710 + 2007 8.2259 1.0815 318.5722 7.7578 55.8873 1052.4685 212.6379 38.3772 8.1977 35.5981 42.0965 11.2139 2.5130 0.4492 10.2947 13.7729 4.5246 15.1336 129.6222 13.1313 5.4292 35.5715 6.6012 + 2010 8.6074 0.9106 322.5447 7.8682 54.6387 1038.6191 208.3787 37.7517 8.1171 34.4024 42.4151 10.6086 2.3096 0.4666 9.5222 17.9421 6.4539 17.1270 142.7313 14.1631 6.2120 48.5960 5.6554 + 2020 9.8715 0.3409 335.5080 8.2353 50.4731 990.1535 193.9914 35.6743 7.8455 30.3703 43.4712 8.4415 1.6425 0.1844 1.1524 60.6420 7.2255 31.2816 189.4356 17.6664 0.6003 92.0110 2.5027 + 2030 10.9533 0.2163 338.9980 8.5718 42.8648 989.7538 202.8060 34.7625 7.3402 29.0783 45.3856 8.4456 1.8102 0.1118 0.6914 72.0353 8.1254 31.7623 208.2758 20.4593 0.2585 95.7650 2.9109 + 2040 11.3380 0.1986 337.5745 8.6887 34.6041 950.2467 201.6544 32.5663 6.7850 27.8906 46.4011 8.6634 1.9460 0.1128 0.4134 80.7117 9.3647 31.3802 229.4290 23.2919 0.2573 96.9164 3.3371 + 2050 11.0313 0.2486 331.3370 8.5883 25.6789 872.7728 190.6431 29.0829 6.1795 26.8070 46.5154 9.1357 2.0512 0.1087 0.2463 74.6075 11.0952 30.7100 252.9709 26.1181 0.0891 95.4650 3.7816 + 2060 9.4012 0.1840 317.6097 8.5064 20.7114 778.5568 179.8887 25.5529 5.5314 24.8886 45.9882 8.9043 2.0349 0.1074 0.1375 84.0857 11.1130 26.2217 243.4429 25.5393 0.0307 86.2755 4.2930 + 2070 7.1182 0.1037 300.7647 8.3593 16.3987 673.6417 166.4516 22.2100 4.8510 22.7527 45.2014 9.0039 1.9869 0.1066 0.0730 93.8802 11.0471 23.9895 258.0525 28.0455 0.0216 80.8780 4.8948 + 2080 4.1822 0.0078 280.8036 8.1468 12.7409 558.0186 150.3314 19.0541 4.1385 20.3996 44.1546 9.4652 1.9079 0.1032 0.0373 96.2713 10.9569 23.5359 300.6163 33.7898 0.0177 79.2725 5.5869 + 2090 4.1926 0.0270 273.4344 8.1293 11.9974 517.6586 145.1826 18.5550 4.0003 19.9001 43.8619 10.5816 1.9733 0.0972 0.0000 91.2036 10.7526 23.5205 353.0040 39.9278 0.0157 81.0804 6.0106 + 2100 4.2030 0.0463 266.0586 8.1117 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 11.3964 2.0621 0.0886 0.0000 81.2268 10.4055 23.0063 409.0751 46.2704 0.0141 82.8884 6.4343 + 2110 3.0816 0.0278 266.0607 7.8894 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 9.1271 1.6557 0.0719 0.0000 81.2268 10.4055 23.0063 407.2601 44.0163 0.0144 82.8884 5.1821 + 2120 2.2845 0.0093 266.0622 7.6670 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 6.8578 1.2493 0.0552 0.0000 81.2268 10.4055 23.0063 405.4450 41.7622 0.0148 82.8884 3.9299 + 2130 1.9640 0.0000 266.0635 7.4447 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 4.5886 0.8428 0.0385 0.0000 81.2268 10.4055 23.0063 403.6300 39.5081 0.0151 82.8884 2.6776 + 2140 1.7094 0.0000 266.0647 7.2223 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 2.3193 0.4364 0.0218 0.0000 81.2268 10.4055 23.0063 401.8150 37.2541 0.0154 82.8884 1.4254 + 2148 1.5000 0.0000 266.0655 7.0445 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 0.5039 0.1113 0.0084 0.0000 81.2268 10.4055 23.0063 400.3630 35.4508 0.0157 82.8884 0.4237 + 2149 1.5353 0.0000 266.0833 7.0065 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 0.0511 0.0319 0.0058 0.8286 81.2102 10.4253 23.2986 401.2136 35.2926 0.0599 82.8827 0.2245 + 2150 1.5468 0.0000 266.0917 7.0074 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 0.0511 0.0319 0.0058 0.8286 81.2116 10.4255 23.2991 401.2207 35.2933 0.0599 82.8842 0.2245 + 2151 1.5532 0.0000 266.1008 7.0080 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 0.0511 0.0319 0.0058 0.8286 81.2132 10.4257 23.2995 401.2283 35.2939 0.0599 82.8858 0.2245 + 2152 1.5547 0.0000 266.1094 7.0084 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 0.0511 0.0319 0.0058 0.8286 81.2146 10.4259 23.2999 401.2355 35.2946 0.0599 82.8872 0.2245 + 2153 1.5526 0.0000 266.1201 7.0086 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 0.0511 0.0319 0.0058 0.8286 81.2164 10.4261 23.3004 401.2445 35.2954 0.0599 82.8891 0.2245 + 2154 1.5482 0.0000 266.1327 7.0086 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 0.0511 0.0319 0.0058 0.8287 81.2186 10.4264 23.3011 401.2551 35.2963 0.0599 82.8913 0.2245 + 2155 1.5419 0.0000 266.1470 7.0086 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 0.0511 0.0319 0.0058 0.8287 81.2210 10.4267 23.3018 401.2670 35.2973 0.0599 82.8937 0.2245 + 2160 1.4944 0.0000 266.2331 7.0086 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 0.0511 0.0319 0.0058 0.8288 81.2356 10.4286 23.3059 401.3393 35.3037 0.0599 82.9087 0.2245 + 2170 1.3814 0.0000 266.4315 7.0086 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 0.0511 0.0319 0.0058 0.8292 81.2693 10.4329 23.3156 401.5058 35.3183 0.0599 82.9431 0.2245 + 2180 1.2785 0.0000 266.6326 7.0086 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 0.0511 0.0319 0.0058 0.8295 81.3035 10.4373 23.3254 401.6746 35.3332 0.0600 82.9779 0.2245 + 2190 1.1901 0.0000 266.8269 7.0086 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 0.0512 0.0319 0.0058 0.8299 81.3365 10.4415 23.3349 401.8377 35.3475 0.0600 83.0116 0.2245 + 2200 1.1148 0.0000 267.0124 7.0086 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 0.0512 0.0319 0.0058 0.8302 81.3680 10.4456 23.3439 401.9934 35.3612 0.0600 83.0438 0.2245 + 2210 1.0504 0.0000 267.1890 7.0086 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 0.0512 0.0319 0.0058 0.8305 81.3980 10.4494 23.3525 402.1415 35.3743 0.0600 83.0744 0.2245 + 2220 0.9950 0.0000 267.3570 7.0086 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 0.0512 0.0319 0.0058 0.8308 81.4266 10.4531 23.3607 402.2826 35.3867 0.0600 83.1035 0.2245 + 2230 0.9472 0.0000 267.5170 7.0086 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 0.0512 0.0319 0.0058 0.8311 81.4537 10.4566 23.3685 402.4169 35.3985 0.0601 83.1313 0.2245 + 2240 0.9057 0.0000 267.6697 7.0086 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 0.0512 0.0319 0.0058 0.8313 81.4797 10.4599 23.3760 402.5450 35.4098 0.0601 83.1578 0.2245 + 2250 0.8693 0.0000 267.8155 7.0086 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 0.0513 0.0319 0.0058 0.8316 81.5045 10.4631 23.3831 402.6674 35.4205 0.0601 83.1830 0.2245 + 2260 0.8373 0.0000 267.9551 7.0086 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 0.0513 0.0319 0.0058 0.8318 81.5282 10.4661 23.3899 402.7845 35.4308 0.0601 83.2072 0.2245 + 2270 0.8089 0.0000 268.0888 7.0086 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 0.0513 0.0319 0.0058 0.8321 81.5509 10.4690 23.3964 402.8968 35.4407 0.0601 83.2304 0.2245 + 2280 0.7836 0.0000 268.2172 7.0086 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 0.0513 0.0319 0.0058 0.8323 81.5727 10.4718 23.4026 403.0045 35.4502 0.0601 83.2527 0.2245 + 2290 0.7608 0.0000 268.3406 7.0086 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 0.0513 0.0319 0.0058 0.8325 81.5937 10.4745 23.4087 403.1081 35.4593 0.0602 83.2741 0.2245 + 2300 0.7403 0.0000 268.4593 7.0086 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 0.0513 0.0319 0.0058 0.8327 81.6138 10.4771 23.4144 403.2077 35.4680 0.0602 83.2947 0.2245 + 2350 0.6611 0.0000 268.9937 7.0086 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 0.0514 0.0319 0.0058 0.8336 81.7046 10.4888 23.4405 403.6562 35.5075 0.0602 83.3873 0.2245 + 2400 0.6054 0.0000 269.4492 7.0086 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 0.0514 0.0319 0.0058 0.8344 81.7820 10.4987 23.4627 404.0385 35.5411 0.0603 83.4663 0.2245 + 2450 0.5621 0.0000 269.8452 7.0086 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 0.0515 0.0319 0.0058 0.8351 81.8493 10.5073 23.4820 404.3708 35.5704 0.0604 83.5349 0.2245 + 2500 0.6745 0.0000 268.8938 7.0086 11.2538 477.2996 140.0338 18.0559 3.8621 19.4005 43.5687 0.0514 0.0319 0.0058 0.8335 81.6876 10.4866 23.4356 403.5723 35.5001 0.0602 83.3700 0.2245 + + + R5OECD + YEARS FossilCO2 OtherCO2 CH4 N2O SOx CO NMVOC NOx BC OC NH3 CF4 C2F6 C6F14 HFC23 HFC32 HFC43-10 HFC125 HFC134a HFC143a HFC227ea HFC245fa SF6 + Yrs GtC GtC MtCH4 MtN2O-N MtS MtCO Mt MtN Mt Mt MtN kt kt kt kt kt kt kt kt kt kt kt kt + 2000 3.1914 0.1259 60.7020 2.2125 14.2655 189.7346 37.7615 11.8799 1.2477 3.3082 9.0417 6.5963 1.3991 0.4092 5.7836 2.8079 0.0000 5.8167 55.2891 4.2570 1.8031 14.6904 3.3879 + 2001 3.2221 0.1259 60.4933 2.1927 14.1021 181.1249 36.8144 11.4918 1.1707 3.1810 9.0441 6.5433 1.4280 0.4122 5.2565 3.5977 0.5698 5.7615 61.0549 4.7493 1.5096 16.1594 3.4031 + 2002 3.2078 0.1259 60.1401 2.1778 13.5690 172.3907 35.8379 11.0902 1.1508 3.1541 9.0633 6.4887 1.4557 0.3531 4.7547 4.3874 1.1396 6.0520 68.0508 5.3277 2.2835 17.6285 3.4141 + 2003 3.2548 0.1259 59.7884 2.1627 13.0371 163.6280 34.8595 10.6885 1.1308 3.1272 9.0826 6.4324 1.4822 0.3415 4.2760 5.1771 1.7095 7.2153 72.0437 5.9355 3.0222 19.0975 3.4209 + 2004 3.3095 0.1259 59.4380 2.1475 12.5064 154.8362 33.8794 10.2868 1.1107 3.1003 9.1019 6.3746 1.5077 0.3540 3.8187 5.9668 2.2793 7.3010 80.3423 6.5570 3.8270 20.5665 3.4235 + 2005 3.3482 0.1259 59.0886 2.1321 11.9769 146.0148 32.8975 9.8850 1.0905 3.0735 9.1212 6.3150 1.5320 0.3839 3.4547 6.7565 2.8491 7.9064 84.5488 7.1857 4.3439 22.0356 3.4219 + 2006 3.3393 0.1208 59.0405 2.1220 11.6206 142.6483 32.4847 9.5988 1.0716 3.0569 9.1644 6.2220 1.4952 0.3900 3.2536 7.5050 3.4173 8.2072 83.3491 7.3589 4.5649 25.2843 3.4794 + 2007 3.3304 0.1157 58.9924 2.1119 11.2651 139.2527 32.0704 9.3129 1.0528 3.0404 9.2076 6.1279 1.4584 0.3957 3.0529 8.2536 3.9849 8.5031 88.3058 7.5321 4.7816 28.5329 3.5368 + 2010 3.3036 0.1003 58.8482 2.0812 10.2029 128.8909 30.8190 8.4572 0.9963 2.9907 9.3375 5.8384 1.3484 0.4111 2.4526 10.4992 5.6846 9.3623 96.4871 8.0520 5.4059 38.2790 3.0561 + 2020 3.2145 0.0492 58.3682 1.9769 6.7104 92.4463 26.5516 5.6262 0.8108 2.8231 9.7710 4.7981 0.9866 0.1625 0.2176 34.9968 5.9710 16.1067 125.4219 9.7883 0.5026 70.7658 1.4537 + 2030 3.1711 0.0939 57.6473 2.0516 5.2576 75.3727 24.4519 4.5441 0.7239 2.7189 9.9995 4.3143 0.9646 0.0985 0.1305 34.0455 6.1737 15.0269 121.3124 9.2981 0.2044 70.8512 1.5686 + 2040 2.9457 0.0898 55.8673 2.0862 3.9493 66.4904 22.9518 3.7063 0.6698 2.8105 10.0614 4.0225 0.9276 0.0994 0.0781 30.1251 6.2933 13.7889 119.8180 9.1191 0.1904 69.3383 1.6694 + 2050 2.5390 0.1003 53.0377 2.0793 2.7816 66.7506 22.0811 3.1086 0.6476 3.0995 9.9559 3.9532 0.8758 0.0957 0.0465 22.4207 6.3370 12.6448 121.4956 9.2526 0.0610 66.2272 1.7563 + 2060 2.1197 0.0717 49.9659 2.0505 2.4237 61.1301 21.0573 2.7734 0.5956 2.9051 9.7100 3.2749 0.7932 0.0946 0.0260 20.4656 6.3308 10.0271 103.5835 7.7472 0.0191 58.4902 1.8500 + 2070 1.6092 0.0432 47.1534 2.0107 2.0980 54.8310 19.8775 2.4605 0.5321 2.6400 9.4460 2.8759 0.7232 0.0939 0.0138 18.5782 6.3244 8.2246 95.6892 7.1967 0.0116 53.7215 1.9685 + 2080 1.0073 0.0148 44.6001 1.9598 1.8044 47.8530 18.5417 2.1700 0.4572 2.3042 9.1640 2.7935 0.6654 0.0909 0.0070 15.6032 6.3604 7.0665 99.3808 7.6054 0.0077 51.9214 2.1118 + 2090 0.9207 0.0156 41.8659 1.9735 1.7766 48.3984 17.9058 2.1400 0.4479 2.3412 9.2374 2.8837 0.6546 0.0856 0.0000 12.5541 6.3957 6.3691 107.5076 8.2926 0.0053 51.8946 2.1649 + 2100 0.9230 0.0267 40.7366 1.9692 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 3.1057 0.6840 0.0781 0.0000 11.1808 6.1892 6.2298 124.5841 9.6098 0.0048 53.0518 2.3175 + 2110 0.6767 0.0160 40.7369 1.9152 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 2.4873 0.5492 0.0634 0.0000 11.1808 6.1892 6.2298 124.0314 9.1417 0.0049 53.0518 1.8665 + 2120 0.5017 0.0053 40.7371 1.8612 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 1.8689 0.4144 0.0486 0.0000 11.1808 6.1892 6.2298 123.4786 8.6736 0.0050 53.0518 1.4155 + 2130 0.4313 0.0000 40.7373 1.8073 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 1.2505 0.2796 0.0339 0.0000 11.1808 6.1892 6.2298 122.9259 8.2054 0.0051 53.0518 0.9644 + 2140 0.3754 0.0000 40.7375 1.7533 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 0.6320 0.1448 0.0192 0.0000 11.1808 6.1892 6.2298 122.3731 7.7373 0.0052 53.0518 0.5134 + 2148 0.3294 0.0000 40.7377 1.7101 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 0.1373 0.0369 0.0074 0.0000 11.1808 6.1892 6.2298 121.9309 7.3627 0.0053 53.0518 0.1526 + 2149 0.3372 0.0000 40.7404 1.7009 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 0.0139 0.0106 0.0051 0.1564 11.1785 6.2010 6.3090 122.1899 7.3299 0.0203 53.0481 0.0809 + 2150 0.3397 0.0000 40.7417 1.7011 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 0.0139 0.0106 0.0051 0.1564 11.1787 6.2011 6.3091 122.1921 7.3300 0.0203 53.0491 0.0809 + 2151 0.3411 0.0000 40.7431 1.7013 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 0.0139 0.0106 0.0051 0.1564 11.1789 6.2012 6.3092 122.1944 7.3302 0.0203 53.0501 0.0809 + 2152 0.3414 0.0000 40.7444 1.7014 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 0.0139 0.0106 0.0051 0.1564 11.1791 6.2013 6.3093 122.1966 7.3303 0.0203 53.0510 0.0809 + 2153 0.3410 0.0000 40.7460 1.7014 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 0.0139 0.0106 0.0051 0.1564 11.1794 6.2015 6.3095 122.1993 7.3305 0.0203 53.0522 0.0809 + 2154 0.3400 0.0000 40.7479 1.7014 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 0.0139 0.0106 0.0051 0.1565 11.1797 6.2016 6.3097 122.2026 7.3306 0.0203 53.0536 0.0809 + 2155 0.3386 0.0000 40.7501 1.7014 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 0.0139 0.0106 0.0051 0.1565 11.1800 6.2018 6.3098 122.2062 7.3309 0.0203 53.0552 0.0809 + 2160 0.3282 0.0000 40.7633 1.7014 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 0.0139 0.0106 0.0051 0.1565 11.1820 6.2029 6.3110 122.2282 7.3322 0.0203 53.0648 0.0809 + 2170 0.3034 0.0000 40.7937 1.7014 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 0.0139 0.0106 0.0051 0.1565 11.1867 6.2055 6.3136 122.2789 7.3352 0.0203 53.0868 0.0809 + 2180 0.2808 0.0000 40.8245 1.7014 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 0.0139 0.0106 0.0051 0.1566 11.1914 6.2081 6.3162 122.3303 7.3383 0.0203 53.1091 0.0809 + 2190 0.2614 0.0000 40.8542 1.7014 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 0.0139 0.0106 0.0051 0.1567 11.1959 6.2106 6.3188 122.3800 7.3413 0.0203 53.1307 0.0809 + 2200 0.2448 0.0000 40.8826 1.7014 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 0.0139 0.0106 0.0051 0.1567 11.2003 6.2131 6.3213 122.4274 7.3441 0.0203 53.1512 0.0809 + 2210 0.2307 0.0000 40.9097 1.7014 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 0.0140 0.0106 0.0051 0.1568 11.2044 6.2153 6.3236 122.4725 7.3468 0.0203 53.1708 0.0809 + 2220 0.2185 0.0000 40.9354 1.7014 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 0.0140 0.0106 0.0051 0.1569 11.2083 6.2175 6.3258 122.5155 7.3494 0.0203 53.1895 0.0809 + 2230 0.2080 0.0000 40.9599 1.7014 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 0.0140 0.0106 0.0051 0.1569 11.2121 6.2196 6.3279 122.5564 7.3519 0.0203 53.2072 0.0809 + 2240 0.1989 0.0000 40.9833 1.7014 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 0.0140 0.0106 0.0051 0.1570 11.2156 6.2216 6.3299 122.5954 7.3542 0.0203 53.2242 0.0809 + 2250 0.1909 0.0000 41.0056 1.7014 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 0.0140 0.0106 0.0051 0.1570 11.2190 6.2235 6.3319 122.6327 7.3565 0.0203 53.2404 0.0809 + 2260 0.1839 0.0000 41.0270 1.7014 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 0.0140 0.0106 0.0051 0.1570 11.2223 6.2253 6.3337 122.6684 7.3586 0.0203 53.2559 0.0809 + 2270 0.1776 0.0000 41.0474 1.7014 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 0.0140 0.0106 0.0051 0.1571 11.2254 6.2270 6.3355 122.7025 7.3606 0.0204 53.2707 0.0809 + 2280 0.1721 0.0000 41.0671 1.7014 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 0.0140 0.0106 0.0051 0.1571 11.2284 6.2287 6.3372 122.7354 7.3626 0.0204 53.2849 0.0809 + 2290 0.1671 0.0000 41.0860 1.7014 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 0.0140 0.0106 0.0051 0.1572 11.2313 6.2303 6.3388 122.7669 7.3645 0.0204 53.2986 0.0809 + 2300 0.1626 0.0000 41.1042 1.7014 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 0.0140 0.0106 0.0051 0.1572 11.2341 6.2318 6.3404 122.7972 7.3663 0.0204 53.3118 0.0809 + 2350 0.1452 0.0000 41.1860 1.7014 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 0.0140 0.0106 0.0051 0.1574 11.2466 6.2388 6.3474 122.9338 7.3745 0.0204 53.3711 0.0809 + 2400 0.1329 0.0000 41.2557 1.7014 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 0.0140 0.0106 0.0051 0.1575 11.2572 6.2447 6.3534 123.0502 7.3815 0.0204 53.4216 0.0809 + 2450 0.1234 0.0000 41.3164 1.7014 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 0.0140 0.0106 0.0051 0.1577 11.2665 6.2498 6.3586 123.1515 7.3876 0.0204 53.4656 0.0809 + 2500 0.1481 0.0000 41.1707 1.7014 1.6665 44.6251 17.2708 2.0825 0.4325 2.2824 9.1757 0.0140 0.0106 0.0051 0.1574 11.2443 6.2375 6.3461 122.9083 7.3730 0.0204 53.3600 0.0809 + + + R5REF + YEARS FossilCO2 OtherCO2 CH4 N2O SOx CO NMVOC NOx BC OC NH3 CF4 C2F6 C6F14 HFC23 HFC32 HFC43-10 HFC125 HFC134a HFC143a HFC227ea HFC245fa SF6 + Yrs GtC GtC MtCH4 MtN2O-N MtS MtCO Mt MtN Mt Mt MtN kt kt kt kt kt kt kt kt kt kt kt kt + 2000 0.8236 0.0564 29.7256 0.4733 7.7408 80.8602 17.8591 3.5622 0.5665 4.2295 4.1095 1.8347 0.0925 0.0532 0.1919 0.1170 0.0000 0.1957 3.0471 0.1309 0.0970 0.3012 0.4857 + 2001 0.8489 0.0564 29.6924 0.4718 6.9106 80.9185 18.1060 3.5749 0.6443 4.6705 4.1056 1.7181 0.0881 0.0529 0.1609 0.1663 0.0177 0.2703 3.5753 0.1747 0.0908 0.3313 0.5074 + 2002 0.8394 0.0564 29.6831 0.4692 6.9872 80.8944 18.3456 3.5979 0.6416 4.6710 4.0859 1.6038 0.0838 0.0527 0.1314 0.2157 0.0354 0.3449 4.1034 0.2184 0.1534 0.3615 0.5290 + 2003 0.8733 0.0564 29.6698 0.4666 7.0637 80.8686 18.5841 3.6209 0.6388 4.6715 4.0662 1.4917 0.0798 0.0524 0.1033 0.2650 0.0530 0.4195 4.6316 0.2622 0.2189 0.3916 0.5507 + 2004 0.8842 0.0564 29.6527 0.4639 7.1402 80.8410 18.8215 3.6439 0.6360 4.6720 4.0465 1.3817 0.0760 0.0522 0.0764 0.3143 0.0707 0.4942 5.1597 0.3059 0.3055 0.4217 0.5724 + 2005 0.8922 0.0564 29.6317 0.4610 7.2166 80.8117 19.0578 3.6668 0.6332 4.6725 4.0268 1.2740 0.0723 0.0519 0.0517 0.3637 0.0884 0.5688 5.6879 0.3497 0.3799 0.4518 0.5941 + 2006 0.8901 0.0574 29.9334 0.4586 7.0912 80.8116 19.0640 3.6069 0.6260 4.6579 4.0303 1.2412 0.0697 0.0527 0.0426 0.4391 0.1061 0.6086 6.2761 0.3623 0.4116 0.5275 0.5786 + 2007 0.8880 0.0583 30.2338 0.4562 6.9653 80.8114 19.0701 3.5470 0.6187 4.6433 4.0337 1.2073 0.0671 0.0535 0.0335 0.5146 0.1237 0.6479 6.8644 0.3751 0.4427 0.6032 0.5632 + 2010 0.8817 0.0612 31.1268 0.4490 6.5839 80.8104 19.0876 3.3670 0.5968 4.5994 4.0433 1.0983 0.0595 0.0556 0.0062 0.7409 0.1768 0.7632 7.4418 0.4143 0.5328 0.8302 0.5032 + 2020 0.8609 0.0709 34.0141 0.4254 5.2739 80.8011 19.1376 2.7653 0.5206 4.4510 4.0681 0.6585 0.0365 0.0220 0.0027 2.5328 0.2515 1.5051 9.4661 0.5551 0.0561 1.5869 0.3033 + 2030 0.8367 0.0843 31.6210 0.4115 4.4076 79.3612 19.2485 2.4775 0.4868 4.4225 3.9730 0.6605 0.0327 0.0133 0.0016 3.5478 0.3353 1.6089 10.9051 0.7290 0.0258 1.5997 0.3451 + 2040 0.7794 0.0599 30.4849 0.3910 3.3942 77.1464 19.3311 2.1287 0.4522 4.3582 3.8186 0.6794 0.0288 0.0134 0.0010 4.4219 0.5031 1.6243 11.9833 0.8681 0.0260 1.5922 0.3966 + 2050 0.6896 0.0354 30.5342 0.3643 2.2275 74.1396 19.3846 1.7185 0.4168 4.2575 3.6112 0.7231 0.0248 0.0129 0.0006 4.1133 0.6675 1.5876 12.6441 0.9629 0.0087 1.5642 0.4580 + 2060 0.5410 0.0353 20.1008 0.3539 1.6343 70.0718 17.5772 1.4351 0.3737 4.0962 3.5283 0.7520 0.0203 0.0128 0.0003 4.4972 0.7844 1.2572 11.6924 0.9108 0.0027 1.4037 0.5151 + 2070 0.3882 0.0280 14.1324 0.3406 1.1854 65.0485 15.9858 1.1986 0.3310 3.9070 3.4243 0.7863 0.0162 0.0127 0.0002 4.7885 0.9088 1.0859 11.7859 0.9803 0.0017 1.3054 0.5767 + 2080 0.2312 0.0135 12.6293 0.3243 0.8807 59.0691 14.6102 1.0088 0.2887 3.6898 3.2992 0.8279 0.0125 0.0123 0.0001 4.6061 1.0216 1.0448 13.0545 1.1923 0.0012 1.2692 0.6429 + 2090 0.2203 0.0140 13.8259 0.3219 0.8195 58.3118 14.7260 0.9812 0.2871 3.6872 3.2822 0.9155 0.0098 0.0116 0.0000 3.8098 1.1021 1.0063 14.4283 1.4044 0.0009 1.3149 0.6778 + 2100 0.2208 0.0240 13.4529 0.3212 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.9860 0.0103 0.0106 0.0000 3.3930 1.0665 0.9844 16.7201 1.6275 0.0008 1.3442 0.7256 + 2110 0.1619 0.0144 13.4530 0.3124 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.7897 0.0083 0.0086 0.0000 3.3930 1.0665 0.9844 16.6459 1.5482 0.0008 1.3442 0.5844 + 2120 0.1200 0.0048 13.4531 0.3036 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.5933 0.0062 0.0066 0.0000 3.3930 1.0665 0.9844 16.5717 1.4689 0.0008 1.3442 0.4431 + 2130 0.1032 0.0000 13.4532 0.2948 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.3970 0.0042 0.0046 0.0000 3.3930 1.0665 0.9844 16.4975 1.3896 0.0008 1.3442 0.3019 + 2140 0.0898 0.0000 13.4532 0.2860 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.2007 0.0022 0.0026 0.0000 3.3930 1.0665 0.9844 16.4233 1.3103 0.0008 1.3442 0.1607 + 2148 0.0788 0.0000 13.4533 0.2790 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.0436 0.0006 0.0010 0.0000 3.3930 1.0665 0.9844 16.3640 1.2469 0.0009 1.3442 0.0478 + 2149 0.0807 0.0000 13.4542 0.2775 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.0044 0.0002 0.0007 0.0020 3.3924 1.0686 0.9969 16.3987 1.2413 0.0033 1.3441 0.0253 + 2150 0.0813 0.0000 13.4546 0.2775 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.0044 0.0002 0.0007 0.0020 3.3924 1.0686 0.9969 16.3990 1.2414 0.0033 1.3442 0.0253 + 2151 0.0816 0.0000 13.4551 0.2775 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.0044 0.0002 0.0007 0.0020 3.3925 1.0686 0.9969 16.3993 1.2414 0.0033 1.3442 0.0253 + 2152 0.0817 0.0000 13.4555 0.2775 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.0044 0.0002 0.0007 0.0020 3.3925 1.0686 0.9969 16.3996 1.2414 0.0033 1.3442 0.0253 + 2153 0.0816 0.0000 13.4560 0.2775 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.0044 0.0002 0.0007 0.0020 3.3926 1.0686 0.9969 16.4000 1.2414 0.0033 1.3442 0.0253 + 2154 0.0813 0.0000 13.4567 0.2775 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.0044 0.0002 0.0007 0.0020 3.3927 1.0687 0.9970 16.4004 1.2415 0.0033 1.3443 0.0253 + 2155 0.0810 0.0000 13.4574 0.2775 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.0044 0.0002 0.0007 0.0020 3.3928 1.0687 0.9970 16.4009 1.2415 0.0033 1.3443 0.0253 + 2160 0.0785 0.0000 13.4618 0.2775 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.0044 0.0002 0.0007 0.0020 3.3934 1.0689 0.9972 16.4039 1.2417 0.0033 1.3445 0.0253 + 2170 0.0726 0.0000 13.4718 0.2775 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.0044 0.0002 0.0007 0.0020 3.3948 1.0693 0.9976 16.4107 1.2422 0.0033 1.3451 0.0253 + 2180 0.0672 0.0000 13.4820 0.2775 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.0044 0.0002 0.0007 0.0020 3.3962 1.0698 0.9980 16.4176 1.2428 0.0033 1.3457 0.0253 + 2190 0.0625 0.0000 13.4918 0.2775 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.0044 0.0002 0.0007 0.0020 3.3976 1.0702 0.9984 16.4243 1.2433 0.0033 1.3462 0.0253 + 2200 0.0586 0.0000 13.5012 0.2775 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.0044 0.0002 0.0007 0.0020 3.3989 1.0706 0.9988 16.4306 1.2438 0.0033 1.3467 0.0253 + 2210 0.0552 0.0000 13.5101 0.2775 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.0044 0.0002 0.0007 0.0020 3.4002 1.0710 0.9992 16.4367 1.2442 0.0033 1.3472 0.0253 + 2220 0.0523 0.0000 13.5186 0.2775 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.0044 0.0002 0.0007 0.0020 3.4014 1.0714 0.9995 16.4424 1.2446 0.0033 1.3477 0.0253 + 2230 0.0498 0.0000 13.5267 0.2775 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.0044 0.0002 0.0007 0.0020 3.4025 1.0718 0.9998 16.4479 1.2451 0.0033 1.3482 0.0253 + 2240 0.0476 0.0000 13.5344 0.2775 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.0044 0.0002 0.0007 0.0020 3.4036 1.0721 1.0002 16.4532 1.2455 0.0033 1.3486 0.0253 + 2250 0.0457 0.0000 13.5418 0.2775 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.0044 0.0002 0.0007 0.0020 3.4046 1.0724 1.0005 16.4582 1.2458 0.0033 1.3490 0.0253 + 2260 0.0440 0.0000 13.5488 0.2775 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.0044 0.0002 0.0007 0.0020 3.4056 1.0727 1.0008 16.4630 1.2462 0.0033 1.3494 0.0253 + 2270 0.0425 0.0000 13.5556 0.2775 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.0044 0.0002 0.0007 0.0020 3.4066 1.0730 1.0010 16.4675 1.2465 0.0033 1.3498 0.0253 + 2280 0.0412 0.0000 13.5621 0.2775 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.0044 0.0002 0.0007 0.0020 3.4075 1.0733 1.0013 16.4719 1.2469 0.0033 1.3501 0.0253 + 2290 0.0400 0.0000 13.5683 0.2775 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.0044 0.0002 0.0007 0.0020 3.4084 1.0736 1.0016 16.4762 1.2472 0.0033 1.3505 0.0253 + 2300 0.0389 0.0000 13.5743 0.2775 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.0044 0.0002 0.0007 0.0020 3.4092 1.0739 1.0018 16.4803 1.2475 0.0033 1.3508 0.0253 + 2350 0.0347 0.0000 13.6013 0.2775 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.0044 0.0002 0.0007 0.0020 3.4130 1.0751 1.0029 16.4986 1.2489 0.0033 1.3523 0.0253 + 2400 0.0318 0.0000 13.6244 0.2775 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.0045 0.0002 0.0007 0.0021 3.4162 1.0761 1.0039 16.5142 1.2501 0.0033 1.3536 0.0253 + 2450 0.0295 0.0000 13.6444 0.2775 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.0045 0.0002 0.0007 0.0021 3.4190 1.0770 1.0047 16.5278 1.2511 0.0033 1.3547 0.0253 + 2500 0.0354 0.0000 13.5963 0.2775 0.7687 53.7655 14.2037 0.9548 0.2772 3.5946 3.2603 0.0044 0.0002 0.0007 0.0020 3.4123 1.0748 1.0027 16.4952 1.2486 0.0033 1.3520 0.0253 + + + R5ASIA + YEARS FossilCO2 OtherCO2 CH4 N2O SOx CO NMVOC NOx BC OC NH3 CF4 C2F6 C6F14 HFC23 HFC32 HFC43-10 HFC125 HFC134a HFC143a HFC227ea HFC245fa SF6 + Yrs GtC GtC MtCH4 MtN2O-N MtS MtCO Mt MtN Mt Mt MtN kt kt kt kt kt kt kt kt kt kt kt kt + 2000 1.7682 0.3556 124.9821 2.5456 15.6484 397.4390 70.5829 7.9931 3.0468 11.6361 17.2404 2.0834 0.8209 0.0000 4.0968 0.8673 0.0000 1.4132 9.0097 1.0371 0.0197 2.2457 1.2265 + 2001 1.8490 0.3417 127.0101 2.5877 17.1752 401.2106 71.5319 8.3352 3.1090 11.5306 17.4509 2.1260 0.8518 0.0000 4.6912 1.3009 0.0384 1.6966 10.4367 1.4637 0.0161 2.4703 1.3357 + 2002 1.9222 0.4541 129.0145 2.6196 18.1492 405.0870 72.5046 8.6788 3.1818 11.5778 17.6711 2.1666 0.8815 0.0000 5.2590 1.7345 0.0768 1.9843 12.1027 1.8265 0.0246 2.6948 1.4488 + 2003 2.1422 0.4817 130.9925 2.6516 19.1214 408.9752 73.4786 9.0224 3.2546 11.6251 17.8913 2.2053 0.9101 0.0000 5.8018 2.1680 0.1152 2.5356 13.2480 2.1675 0.0326 2.9194 1.5658 + 2004 2.4176 0.5026 132.9458 2.6836 20.0920 412.8754 74.4538 9.3660 3.3274 11.6724 18.1114 2.2420 0.9375 0.0000 6.3216 2.6016 0.1536 2.6939 15.2019 2.4985 0.0418 3.1440 1.6868 + 2005 2.6082 0.4453 134.8756 2.7156 21.0611 416.7879 75.4303 9.7097 3.4002 11.7198 18.3316 2.2767 0.9638 0.0000 6.9679 3.0352 0.1920 3.0250 16.3978 2.8240 0.0478 3.3685 1.8117 + 2006 2.7167 0.4230 135.2560 2.7424 21.1573 416.6455 75.2616 9.8127 3.4057 11.5075 18.3684 2.2140 0.9375 0.0000 6.9044 3.4067 0.2303 3.3223 16.8745 2.9222 0.0590 4.1930 1.8807 + 2007 2.8253 0.4008 135.6352 2.7691 21.2536 416.5031 75.0931 9.9156 3.4112 11.2947 18.4053 2.1517 0.9112 0.0000 6.8410 3.7782 0.2684 3.6164 18.5567 3.0210 0.0713 5.0174 1.9493 + 2010 3.1509 0.3340 136.7660 2.8488 21.5435 416.0761 74.5879 10.2244 3.4279 10.6533 18.5161 1.9674 0.8325 0.0000 6.6514 4.8926 0.3827 4.4794 21.0179 3.3206 0.1153 7.4908 1.5945 + 2020 4.2370 0.1114 140.4603 3.1093 22.5193 414.6539 72.9098 11.2528 3.4835 8.4827 18.8872 1.3811 0.5723 0.0000 0.8921 16.7098 0.6743 9.6016 29.8967 4.3545 0.0239 15.7353 0.4120 + 2030 5.1838 -0.0074 141.8920 3.2606 17.6659 426.8630 76.1730 10.9626 3.0908 7.5017 20.2305 1.4975 0.7637 0.0000 0.5353 25.7721 1.1259 10.6715 45.7447 6.8434 0.0175 18.7130 0.5406 + 2040 5.7249 -0.0122 140.6731 3.2797 12.8204 397.3656 71.8828 9.7835 2.6563 6.4543 20.9702 1.5863 0.9405 0.0000 0.3201 34.5551 1.8324 11.1160 60.5249 8.9953 0.0260 20.7555 0.6772 + 2050 5.8597 -0.0003 136.8904 3.1715 7.9858 326.3944 60.1136 7.7173 2.1795 5.3394 21.0982 1.6492 1.1029 0.0000 0.1906 34.6789 2.9880 11.1744 73.6938 10.7715 0.0123 21.8629 0.8218 + 2060 4.9544 -0.0060 134.2083 3.1177 5.6911 259.5552 49.5929 6.0136 1.7582 4.2405 20.7836 1.5256 1.1780 0.0000 0.1064 40.3342 2.8726 9.7681 78.3339 11.2771 0.0056 20.2950 0.9716 + 2070 3.6206 -0.0153 128.1923 3.0395 3.9267 196.0533 40.9783 4.5737 1.3847 3.3111 20.3620 1.4305 1.2093 0.0000 0.0565 45.6872 2.6971 9.0947 90.3054 13.0418 0.0050 19.3788 1.1394 + 2080 1.8585 -0.0282 118.8437 2.9368 2.6927 135.8888 34.2696 3.3976 1.0590 2.5513 19.8326 1.3600 1.1978 0.0000 0.0288 47.0946 2.4850 9.0200 110.7612 16.1604 0.0051 19.1144 1.3252 + 2090 1.9447 -0.0195 113.9645 2.8983 2.6692 119.0526 32.9721 3.1485 1.0141 2.3627 19.5236 1.3569 1.2811 0.0000 0.0000 43.7624 2.2387 9.0763 132.8729 19.2066 0.0053 19.8429 1.4020 + 2100 1.9496 -0.0334 110.8904 2.8920 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 1.4614 1.3387 0.0000 0.0000 38.9752 2.1664 8.8779 153.9784 22.2576 0.0048 20.2853 1.5009 + 2110 1.4294 -0.0201 110.8912 2.8128 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 1.1704 1.0749 0.0000 0.0000 38.9752 2.1664 8.8779 153.2952 21.1733 0.0049 20.2853 1.2088 + 2120 1.0597 -0.0067 110.8919 2.7335 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.8794 0.8110 0.0000 0.0000 38.9752 2.1664 8.8779 152.6120 20.0890 0.0050 20.2853 0.9167 + 2130 0.9110 0.0000 110.8924 2.6542 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.5884 0.5472 0.0000 0.0000 38.9752 2.1664 8.8779 151.9288 19.0047 0.0051 20.2853 0.6246 + 2140 0.7929 0.0000 110.8929 2.5749 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.2974 0.2833 0.0000 0.0000 38.9752 2.1664 8.8779 151.2457 17.9204 0.0052 20.2853 0.3325 + 2148 0.6958 0.0000 110.8932 2.5115 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.0646 0.0722 0.0000 0.0000 38.9752 2.1664 8.8779 150.6991 17.0530 0.0053 20.2853 0.0988 + 2149 0.7122 0.0000 110.9007 2.4980 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.0066 0.0207 0.0000 0.6414 38.9672 2.1705 8.9907 151.0193 16.9769 0.0203 20.2839 0.0524 + 2150 0.7175 0.0000 110.9042 2.4983 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.0066 0.0207 0.0000 0.6414 38.9679 2.1706 8.9909 151.0219 16.9772 0.0203 20.2843 0.0524 + 2151 0.7204 0.0000 110.9080 2.4985 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.0066 0.0207 0.0000 0.6414 38.9687 2.1706 8.9910 151.0248 16.9775 0.0203 20.2847 0.0524 + 2152 0.7211 0.0000 110.9116 2.4987 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.0066 0.0207 0.0000 0.6414 38.9694 2.1707 8.9912 151.0275 16.9778 0.0203 20.2851 0.0524 + 2153 0.7202 0.0000 110.9160 2.4987 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.0066 0.0207 0.0000 0.6414 38.9702 2.1707 8.9914 151.0309 16.9782 0.0203 20.2855 0.0524 + 2154 0.7181 0.0000 110.9212 2.4987 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.0066 0.0207 0.0000 0.6414 38.9713 2.1708 8.9916 151.0349 16.9787 0.0203 20.2860 0.0524 + 2155 0.7152 0.0000 110.9272 2.4987 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.0066 0.0207 0.0000 0.6414 38.9724 2.1708 8.9919 151.0394 16.9792 0.0203 20.2866 0.0524 + 2160 0.6932 0.0000 110.9631 2.4987 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.0066 0.0207 0.0000 0.6416 38.9795 2.1712 8.9935 151.0666 16.9822 0.0203 20.2903 0.0524 + 2170 0.6408 0.0000 111.0458 2.4987 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.0066 0.0207 0.0000 0.6418 38.9956 2.1721 8.9973 151.1293 16.9893 0.0203 20.2987 0.0524 + 2180 0.5930 0.0000 111.1296 2.4987 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.0066 0.0207 0.0000 0.6421 39.0120 2.1730 9.0010 151.1928 16.9964 0.0203 20.3073 0.0524 + 2190 0.5520 0.0000 111.2106 2.4987 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.0066 0.0207 0.0000 0.6424 39.0279 2.1739 9.0047 151.2542 17.0033 0.0203 20.3155 0.0524 + 2200 0.5171 0.0000 111.2879 2.4987 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.0066 0.0207 0.0000 0.6426 39.0430 2.1748 9.0082 151.3128 17.0099 0.0203 20.3234 0.0524 + 2210 0.4872 0.0000 111.3615 2.4987 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.0066 0.0207 0.0000 0.6428 39.0574 2.1756 9.0115 151.3686 17.0162 0.0203 20.3309 0.0524 + 2220 0.4615 0.0000 111.4315 2.4987 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.0066 0.0207 0.0000 0.6431 39.0711 2.1763 9.0147 151.4216 17.0221 0.0203 20.3380 0.0524 + 2230 0.4394 0.0000 111.4982 2.4987 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.0066 0.0207 0.0000 0.6433 39.0841 2.1771 9.0177 151.4722 17.0278 0.0203 20.3448 0.0524 + 2240 0.4201 0.0000 111.5618 2.4987 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.0066 0.0207 0.0000 0.6435 39.0966 2.1777 9.0206 151.5204 17.0332 0.0203 20.3513 0.0524 + 2250 0.4032 0.0000 111.6226 2.4987 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.0066 0.0207 0.0000 0.6437 39.1084 2.1784 9.0233 151.5665 17.0384 0.0203 20.3574 0.0524 + 2260 0.3884 0.0000 111.6808 2.4987 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.0066 0.0207 0.0000 0.6439 39.1198 2.1790 9.0259 151.6106 17.0434 0.0203 20.3634 0.0524 + 2270 0.3752 0.0000 111.7366 2.4987 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.0066 0.0207 0.0000 0.6440 39.1307 2.1797 9.0284 151.6528 17.0481 0.0203 20.3690 0.0524 + 2280 0.3635 0.0000 111.7901 2.4987 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.0066 0.0207 0.0000 0.6442 39.1412 2.1802 9.0309 151.6934 17.0527 0.0203 20.3745 0.0524 + 2290 0.3529 0.0000 111.8415 2.4987 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.0066 0.0207 0.0000 0.6444 39.1512 2.1808 9.0332 151.7324 17.0571 0.0203 20.3797 0.0524 + 2300 0.3434 0.0000 111.8910 2.4987 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.0066 0.0207 0.0000 0.6445 39.1609 2.1813 9.0354 151.7699 17.0613 0.0204 20.3848 0.0524 + 2350 0.3066 0.0000 112.1137 2.4987 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.0066 0.0207 0.0000 0.6453 39.2045 2.1838 9.0455 151.9387 17.0803 0.0204 20.4074 0.0524 + 2400 0.2808 0.0000 112.3035 2.4987 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.0066 0.0207 0.0000 0.6459 39.2416 2.1858 9.0540 152.0826 17.0964 0.0204 20.4268 0.0524 + 2450 0.2607 0.0000 112.4686 2.4987 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.0066 0.0207 0.0000 0.6464 39.2739 2.1876 9.0615 152.2077 17.1105 0.0204 20.4436 0.0524 + 2500 0.3129 0.0000 112.0720 2.4987 2.5038 109.7707 31.8028 3.0638 0.9791 2.3034 19.3931 0.0066 0.0207 0.0000 0.6451 39.1963 2.1833 9.0436 151.9071 17.0767 0.0204 20.4032 0.0524 + + + R5MAF + YEARS FossilCO2 OtherCO2 CH4 N2O SOx CO NMVOC NOx BC OC NH3 CF4 C2F6 C6F14 HFC23 HFC32 HFC43-10 HFC125 HFC134a HFC143a HFC227ea HFC245fa SF6 + Yrs GtC GtC MtCH4 MtN2O-N MtS MtCO Mt MtN Mt Mt MtN kt kt kt kt kt kt kt kt kt kt kt kt + 2000 0.5808 0.2460 44.2991 1.1804 6.1024 285.9596 56.8898 5.5397 1.8766 11.1482 5.0363 0.7337 0.0464 0.0000 0.0000 0.0799 0.0000 0.6803 3.9365 0.4498 0.0188 0.3524 0.2075 + 2001 0.5885 0.2467 45.3592 1.1961 6.7229 289.8121 57.5915 5.6291 1.8983 11.1858 5.1389 0.7805 0.0507 0.0000 0.0000 0.1376 0.0106 0.7974 4.6235 0.6277 0.0165 0.3877 0.2136 + 2002 0.6007 0.2440 46.4276 1.2163 6.8011 293.7774 58.3080 5.7184 1.9330 11.3594 5.2232 0.8268 0.0547 0.0000 0.0000 0.1953 0.0211 0.9216 5.4182 0.7795 0.0262 0.4229 0.2197 + 2003 0.6278 0.2154 47.4950 1.2365 6.8794 297.7425 59.0250 5.8077 1.9675 11.5321 5.3075 0.8726 0.0585 0.0000 0.0000 0.2530 0.0317 1.1692 5.9799 0.9224 0.0374 0.4582 0.2257 + 2004 0.6694 0.2157 48.5616 1.2567 6.9579 301.7076 59.7425 5.8971 2.0019 11.7039 5.3917 0.9178 0.0622 0.0000 0.0000 0.3107 0.0423 1.2362 6.9072 1.0611 0.0505 0.4934 0.2316 + 2005 0.7102 0.2273 49.6276 1.2769 7.0365 305.6729 60.4605 5.9864 2.0363 11.8748 5.4759 0.9626 0.0658 0.0000 0.0000 0.3685 0.0528 1.3833 7.4909 1.1977 0.0618 0.5286 0.2375 + 2006 0.7356 0.2127 50.2077 1.2965 7.0831 307.4412 60.2710 6.0203 2.0472 11.8708 5.4946 0.9642 0.0635 0.0000 0.0000 0.4611 0.0633 1.4339 7.7076 1.2468 0.0674 0.6267 0.2485 + 2007 0.7609 0.1981 50.7863 1.3163 7.1297 309.2098 60.0814 6.0542 2.0581 11.8667 5.5132 0.9657 0.0612 0.0000 0.0000 0.5538 0.0738 1.4840 8.4761 1.2961 0.0732 0.7248 0.2599 + 2010 0.8361 0.1544 52.5135 1.3760 7.2693 314.5169 59.5129 6.1562 2.0906 11.8545 5.5689 0.9698 0.0545 0.0000 0.0000 0.8317 0.1049 1.6312 9.8157 1.4453 0.0920 1.0191 0.2506 + 2020 1.0783 0.0085 58.1759 1.5813 7.7339 332.2191 57.6167 6.4972 2.1977 11.8134 5.7531 0.9779 0.0340 0.0000 0.0000 3.0427 0.1644 2.8249 14.7183 1.9572 0.0118 2.0000 0.2198 + 2030 1.2411 0.0060 61.2204 1.6849 7.8690 338.3467 63.5015 6.6816 2.2093 11.6732 6.0578 1.2359 0.0377 0.0000 0.0000 3.8662 0.2453 3.0027 17.7658 2.2878 0.0072 2.4486 0.3114 + 2040 1.3296 0.0243 63.7291 1.7696 7.5805 340.4317 66.4193 6.6845 2.1899 11.5568 6.3237 1.4927 0.0394 0.0000 0.0000 5.1092 0.3680 3.1416 20.9957 2.5906 0.0097 2.8013 0.4072 + 2050 1.3490 0.0655 65.7183 1.8338 6.8701 338.4680 66.3681 6.5044 2.1402 11.4638 6.5513 1.7439 0.0395 0.0000 0.0000 6.2584 0.5513 3.2896 24.3865 2.8629 0.0045 3.0580 0.5071 + 2060 1.2119 0.0447 65.5893 1.8418 6.2890 327.9542 66.3348 6.3354 2.0622 11.1659 6.6717 2.0788 0.0369 0.0000 0.0000 9.4132 0.5626 3.2224 27.3561 3.1314 0.0022 3.2123 0.6489 + 2070 0.9837 0.0233 63.9221 1.8298 5.4897 305.4205 66.7745 5.9740 1.9189 10.5805 6.7075 2.4476 0.0333 0.0000 0.0000 13.2076 0.5584 3.4725 33.0529 3.7520 0.0022 3.4734 0.8178 + 2080 0.6643 0.0015 60.7160 1.7980 4.4725 270.8586 67.6873 5.4202 1.7104 9.7078 6.6588 2.8515 0.0290 0.0000 0.0000 16.1892 0.5450 3.9807 41.9313 4.7460 0.0024 3.8413 1.0139 + 2090 0.6655 0.0062 61.4942 1.8111 3.9970 249.9634 63.3492 5.1564 1.6151 9.3676 6.6187 3.5092 0.0262 0.0000 0.0000 18.0879 0.5081 4.4356 52.1838 5.8446 0.0027 4.5544 1.1902 + 2100 0.6672 0.0106 59.8354 1.8071 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 3.7794 0.0274 0.0000 0.0000 16.1093 0.4917 4.3387 60.4727 6.7730 0.0024 4.6560 1.2741 + 2110 0.4892 0.0064 59.8359 1.7576 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 3.0268 0.0220 0.0000 0.0000 16.1093 0.4917 4.3387 60.2044 6.4431 0.0025 4.6560 1.0261 + 2120 0.3626 0.0021 59.8362 1.7081 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 2.2743 0.0166 0.0000 0.0000 16.1093 0.4917 4.3387 59.9361 6.1131 0.0025 4.6560 0.7782 + 2130 0.3118 0.0000 59.8365 1.6585 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 1.5217 0.0112 0.0000 0.0000 16.1093 0.4917 4.3387 59.6677 5.7832 0.0026 4.6560 0.5302 + 2140 0.2713 0.0000 59.8368 1.6090 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 0.7691 0.0058 0.0000 0.0000 16.1093 0.4917 4.3387 59.3994 5.4532 0.0026 4.6560 0.2823 + 2148 0.2381 0.0000 59.8370 1.5694 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 0.1671 0.0015 0.0000 0.0000 16.1093 0.4917 4.3387 59.1848 5.1893 0.0027 4.6560 0.0839 + 2149 0.2437 0.0000 59.8410 1.5609 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 0.0169 0.0004 0.0000 0.0000 16.1059 0.4926 4.3938 59.3105 5.1661 0.0103 4.6556 0.0445 + 2150 0.2455 0.0000 59.8429 1.5611 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 0.0169 0.0004 0.0000 0.0000 16.1062 0.4926 4.3939 59.3116 5.1662 0.0103 4.6557 0.0445 + 2151 0.2465 0.0000 59.8449 1.5613 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 0.0169 0.0004 0.0000 0.0000 16.1065 0.4926 4.3939 59.3127 5.1663 0.0103 4.6558 0.0445 + 2152 0.2468 0.0000 59.8468 1.5614 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 0.0169 0.0004 0.0000 0.0000 16.1068 0.4926 4.3940 59.3138 5.1664 0.0103 4.6559 0.0445 + 2153 0.2465 0.0000 59.8492 1.5614 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 0.0169 0.0004 0.0000 0.0000 16.1072 0.4926 4.3941 59.3151 5.1665 0.0103 4.6560 0.0445 + 2154 0.2458 0.0000 59.8521 1.5614 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 0.0169 0.0004 0.0000 0.0000 16.1076 0.4926 4.3942 59.3167 5.1667 0.0103 4.6561 0.0445 + 2155 0.2448 0.0000 59.8553 1.5614 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 0.0169 0.0004 0.0000 0.0000 16.1081 0.4927 4.3944 59.3184 5.1668 0.0103 4.6563 0.0445 + 2160 0.2372 0.0000 59.8746 1.5614 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 0.0169 0.0004 0.0000 0.0000 16.1110 0.4928 4.3952 59.3291 5.1677 0.0103 4.6571 0.0445 + 2170 0.2193 0.0000 59.9193 1.5614 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 0.0170 0.0004 0.0000 0.0000 16.1177 0.4930 4.3970 59.3537 5.1699 0.0103 4.6590 0.0445 + 2180 0.2029 0.0000 59.9645 1.5614 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 0.0170 0.0004 0.0000 0.0000 16.1245 0.4932 4.3988 59.3787 5.1721 0.0103 4.6610 0.0445 + 2190 0.1889 0.0000 60.0082 1.5614 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 0.0170 0.0004 0.0000 0.0000 16.1310 0.4934 4.4006 59.4028 5.1742 0.0103 4.6629 0.0445 + 2200 0.1770 0.0000 60.0499 1.5614 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 0.0170 0.0004 0.0000 0.0000 16.1373 0.4936 4.4023 59.4258 5.1762 0.0103 4.6647 0.0445 + 2210 0.1667 0.0000 60.0896 1.5614 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 0.0170 0.0004 0.0000 0.0000 16.1432 0.4937 4.4039 59.4477 5.1781 0.0103 4.6664 0.0445 + 2220 0.1580 0.0000 60.1274 1.5614 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 0.0170 0.0004 0.0000 0.0000 16.1489 0.4939 4.4055 59.4686 5.1799 0.0103 4.6681 0.0445 + 2230 0.1504 0.0000 60.1634 1.5614 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 0.0170 0.0004 0.0000 0.0000 16.1543 0.4941 4.4070 59.4884 5.1816 0.0103 4.6696 0.0445 + 2240 0.1438 0.0000 60.1977 1.5614 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 0.0170 0.0004 0.0000 0.0000 16.1594 0.4942 4.4084 59.5073 5.1833 0.0103 4.6711 0.0445 + 2250 0.1380 0.0000 60.2305 1.5614 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 0.0170 0.0004 0.0000 0.0000 16.1643 0.4944 4.4097 59.5254 5.1848 0.0103 4.6725 0.0445 + 2260 0.1329 0.0000 60.2619 1.5614 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 0.0170 0.0004 0.0000 0.0000 16.1690 0.4945 4.4110 59.5428 5.1863 0.0103 4.6739 0.0445 + 2270 0.1284 0.0000 60.2920 1.5614 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 0.0170 0.0004 0.0000 0.0000 16.1735 0.4947 4.4122 59.5594 5.1878 0.0103 4.6752 0.0445 + 2280 0.1244 0.0000 60.3209 1.5614 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 0.0170 0.0004 0.0000 0.0000 16.1778 0.4948 4.4134 59.5753 5.1892 0.0103 4.6764 0.0445 + 2290 0.1208 0.0000 60.3486 1.5614 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 0.0170 0.0004 0.0000 0.0000 16.1820 0.4949 4.4145 59.5906 5.1905 0.0103 4.6776 0.0445 + 2300 0.1175 0.0000 60.3753 1.5614 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 0.0170 0.0004 0.0000 0.0000 16.1860 0.4950 4.4156 59.6053 5.1918 0.0103 4.6788 0.0445 + 2350 0.1049 0.0000 60.4955 1.5614 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 0.0170 0.0004 0.0000 0.0000 16.2040 0.4956 4.4205 59.6716 5.1976 0.0103 4.6840 0.0445 + 2400 0.0961 0.0000 60.5979 1.5614 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 0.0171 0.0004 0.0000 0.0000 16.2193 0.4961 4.4247 59.7281 5.2025 0.0103 4.6884 0.0445 + 2450 0.0892 0.0000 60.6870 1.5614 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 0.0171 0.0004 0.0000 0.0000 16.2327 0.4965 4.4284 59.7773 5.2068 0.0104 4.6923 0.0445 + 2500 0.1071 0.0000 60.4730 1.5614 3.7493 230.4752 61.1026 5.0177 1.5593 9.1324 6.5744 0.0170 0.0004 0.0000 0.0000 16.2006 0.4955 4.4196 59.6592 5.1965 0.0103 4.6830 0.0445 + + + R5LAM + YEARS FossilCO2 OtherCO2 CH4 N2O SOx CO NMVOC NOx BC OC NH3 CF4 C2F6 C6F14 HFC23 HFC32 HFC43-10 HFC125 HFC134a HFC143a HFC227ea HFC245fa SF6 + Yrs GtC GtC MtCH4 MtN2O-N MtS MtCO Mt MtN Mt Mt MtN kt kt kt kt kt kt kt kt kt kt kt kt + 2000 0.3710 0.3649 40.0656 1.0448 4.5451 112.8220 24.6027 2.9056 0.9311 5.0820 4.5907 0.7520 0.0160 0.0000 0.3226 0.1279 0.0000 0.4322 3.7569 0.3592 0.0123 0.3360 0.2306 + 2001 0.3874 0.3613 40.4120 1.0547 3.9259 112.4775 24.5651 2.8854 0.9298 5.0028 4.6521 0.7571 0.0159 0.0000 0.3242 0.1962 0.0106 0.5043 4.3505 0.4793 0.0119 0.3696 0.2392 + 2002 0.3789 0.3513 40.8615 1.0658 3.8689 112.1030 24.5254 2.8688 0.9290 4.9731 4.7211 0.7622 0.0158 0.0000 0.3257 0.2646 0.0211 0.5824 5.0410 0.5868 0.0203 0.4032 0.2480 + 2003 0.3879 0.3463 41.3089 1.0768 3.8113 111.7277 24.4853 2.8522 0.9282 4.9438 4.7902 0.7673 0.0157 0.0000 0.3272 0.3329 0.0317 0.7392 5.5125 0.6900 0.0299 0.4368 0.2570 + 2004 0.3912 0.3423 41.7542 1.0877 3.7532 111.3517 24.4449 2.8357 0.9274 4.9146 4.8592 0.7724 0.0156 0.0000 0.3287 0.4013 0.0423 0.7820 6.3186 0.7911 0.0442 0.4704 0.2662 + 2005 0.4122 0.3406 42.1975 1.0985 3.6947 110.9750 24.4042 2.8192 0.9266 4.8857 4.9282 0.7776 0.0155 0.0000 0.3373 0.4696 0.0528 0.8756 6.8080 0.8912 0.0567 0.5040 0.2755 + 2006 0.4168 0.3246 42.3117 1.1015 3.6640 108.2009 23.7333 2.7937 0.9086 4.7357 4.9325 0.7696 0.0154 0.0000 0.3523 0.5712 0.0633 0.8789 6.8673 0.8991 0.0585 0.5985 0.2837 + 2007 0.4214 0.3086 42.4256 1.1044 3.6330 105.4206 23.0609 2.7681 0.8906 4.5855 4.9367 0.7613 0.0152 0.0000 0.3673 0.6729 0.0738 0.8821 7.4193 0.9071 0.0604 0.6931 0.2921 + 2010 0.4351 0.2607 42.7655 1.1132 3.5376 97.0428 21.0355 2.6901 0.8364 4.1342 4.9494 0.7347 0.0147 0.0000 0.4121 0.9777 0.1049 0.8909 7.9687 0.9309 0.0661 0.9769 0.2510 + 2020 0.4808 0.1008 43.8773 1.1425 3.1937 68.7140 14.1941 2.4201 0.6545 2.6203 4.9918 0.6260 0.0131 0.0000 0.0400 3.3598 0.1644 1.2433 9.9326 1.0113 0.0059 1.9229 0.1140 + 2030 0.5206 0.0395 45.8896 1.1632 3.0364 68.4020 15.4521 2.4140 0.6376 2.5687 5.1248 0.7374 0.0114 0.0000 0.0240 4.8038 0.2453 1.4523 12.5477 1.3010 0.0036 2.1525 0.1452 + 2040 0.5584 0.0369 45.9845 1.1622 2.7702 67.3886 16.8437 2.3617 0.6152 2.5076 5.2272 0.8824 0.0098 0.0000 0.0144 6.5004 0.3680 1.7094 16.1071 1.7188 0.0052 2.4291 0.1867 + 2050 0.5940 0.0477 44.2213 1.1394 2.3855 65.6528 18.3720 2.2602 0.5870 2.4368 5.2988 1.0663 0.0082 0.0000 0.0086 7.1361 0.5513 2.0135 20.7508 2.2683 0.0026 2.7526 0.2383 + 2060 0.5742 0.0384 46.7738 1.1425 1.9539 58.6639 21.2141 1.9663 0.5289 2.2676 5.2946 1.2729 0.0065 0.0000 0.0048 9.3754 0.5626 1.9468 22.4771 2.4728 0.0012 2.8744 0.3075 + 2070 0.5165 0.0246 46.4002 1.1386 1.5636 51.2779 18.9706 1.6517 0.4712 2.1019 5.2616 1.4635 0.0049 0.0000 0.0025 11.6187 0.5584 2.1117 27.2191 3.0747 0.0012 2.9988 0.3925 + 2080 0.4208 0.0062 43.1008 1.1279 1.2146 43.4951 11.6418 1.3164 0.4138 1.9396 5.1999 1.6322 0.0033 0.0000 0.0013 12.7781 0.5450 2.4240 35.4885 4.0858 0.0014 3.1261 0.4932 + 2090 0.4413 0.0108 41.3495 1.1246 1.1817 41.0853 12.5223 1.2280 0.4139 1.9229 5.2000 1.9163 0.0016 0.0000 0.0000 12.9894 0.5081 2.6331 46.0114 5.1797 0.0015 3.4736 0.5757 + 2100 0.4424 0.0184 40.2341 1.1221 1.1085 37.8821 12.0782 1.1949 0.3996 1.8746 5.1652 2.0638 0.0017 0.0000 0.0000 11.5685 0.4917 2.5756 53.3198 6.0025 0.0014 3.5511 0.6162 + 2110 0.3244 0.0111 40.2344 1.0914 1.1085 37.8821 12.0782 1.1949 0.3996 1.8746 5.1652 1.6529 0.0014 0.0000 0.0000 11.5685 0.4917 2.5756 53.0832 5.7101 0.0014 3.5511 0.4963 + 2120 0.2405 0.0037 40.2346 1.0606 1.1085 37.8821 12.0782 1.1949 0.3996 1.8746 5.1652 1.2419 0.0010 0.0000 0.0000 11.5685 0.4917 2.5756 52.8466 5.4176 0.0014 3.5511 0.3764 + 2130 0.2067 0.0000 40.2348 1.0298 1.1085 37.8821 12.0782 1.1949 0.3996 1.8746 5.1652 0.8310 0.0007 0.0000 0.0000 11.5685 0.4917 2.5756 52.6101 5.1252 0.0015 3.5511 0.2564 + 2140 0.1799 0.0000 40.2350 0.9991 1.1085 37.8821 12.0782 1.1949 0.3996 1.8746 5.1652 0.4200 0.0004 0.0000 0.0000 11.5685 0.4917 2.5756 52.3735 4.8328 0.0015 3.5511 0.1365 + 2148 0.1579 0.0000 40.2351 0.9745 1.1085 37.8821 12.0782 1.1949 0.3996 1.8746 5.1652 0.0912 0.0001 0.0000 0.0000 11.5685 0.4917 2.5756 52.1842 4.5989 0.0015 3.5511 0.0406 + 2149 0.1616 0.0000 40.2378 0.9692 1.1085 37.8821 12.0782 1.1949 0.3996 1.8746 5.1652 0.0093 0.0000 0.0000 0.0288 11.5661 0.4926 2.6083 52.2951 4.5784 0.0058 3.5508 0.0215 + 2150 0.1628 0.0000 40.2391 0.9694 1.1085 37.8821 12.0782 1.1949 0.3996 1.8746 5.1652 0.0093 0.0000 0.0000 0.0288 11.5663 0.4926 2.6083 52.2960 4.5785 0.0058 3.5509 0.0215 + 2151 0.1635 0.0000 40.2405 0.9694 1.1085 37.8821 12.0782 1.1949 0.3996 1.8746 5.1652 0.0093 0.0000 0.0000 0.0288 11.5665 0.4926 2.6084 52.2970 4.5785 0.0058 3.5510 0.0215 + 2152 0.1637 0.0000 40.2418 0.9695 1.1085 37.8821 12.0782 1.1949 0.3996 1.8746 5.1652 0.0093 0.0000 0.0000 0.0288 11.5667 0.4926 2.6084 52.2980 4.5786 0.0058 3.5510 0.0215 + 2153 0.1634 0.0000 40.2434 0.9695 1.1085 37.8821 12.0782 1.1949 0.3996 1.8746 5.1652 0.0093 0.0000 0.0000 0.0288 11.5670 0.4926 2.6085 52.2991 4.5787 0.0058 3.5511 0.0215 + 2154 0.1630 0.0000 40.2453 0.9695 1.1085 37.8821 12.0782 1.1949 0.3996 1.8746 5.1652 0.0093 0.0000 0.0000 0.0288 11.5673 0.4926 2.6086 52.3005 4.5788 0.0058 3.5512 0.0215 + 2155 0.1623 0.0000 40.2474 0.9695 1.1085 37.8821 12.0782 1.1949 0.3996 1.8746 5.1652 0.0093 0.0000 0.0000 0.0288 11.5677 0.4927 2.6086 52.3021 4.5790 0.0058 3.5513 0.0215 + 2160 0.1573 0.0000 40.2605 0.9695 1.1085 37.8821 12.0782 1.1949 0.3996 1.8746 5.1652 0.0093 0.0000 0.0000 0.0288 11.5697 0.4928 2.6091 52.3115 4.5798 0.0058 3.5520 0.0215 + 2170 0.1454 0.0000 40.2905 0.9695 1.1085 37.8821 12.0782 1.1949 0.3996 1.8746 5.1652 0.0093 0.0000 0.0000 0.0288 11.5745 0.4930 2.6102 52.3332 4.5817 0.0058 3.5534 0.0215 + 2180 0.1346 0.0000 40.3209 0.9695 1.1085 37.8821 12.0782 1.1949 0.3996 1.8746 5.1652 0.0093 0.0000 0.0000 0.0288 11.5794 0.4932 2.6113 52.3552 4.5836 0.0058 3.5549 0.0215 + 2190 0.1253 0.0000 40.3503 0.9695 1.1085 37.8821 12.0782 1.1949 0.3996 1.8746 5.1652 0.0093 0.0000 0.0000 0.0288 11.5841 0.4934 2.6123 52.3765 4.5855 0.0058 3.5564 0.0215 + 2200 0.1173 0.0000 40.3783 0.9695 1.1085 37.8821 12.0782 1.1949 0.3996 1.8746 5.1652 0.0093 0.0000 0.0000 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0.9695 1.1085 37.8821 12.0782 1.1949 0.3996 1.8746 5.1652 0.0093 0.0000 0.0000 0.0290 11.6475 0.4961 2.6267 52.6633 4.6106 0.0058 3.5758 0.0215 + 2450 0.0592 0.0000 40.8067 0.9695 1.1085 37.8821 12.0782 1.1949 0.3996 1.8746 5.1652 0.0093 0.0000 0.0000 0.0290 11.6571 0.4965 2.6288 52.7066 4.6144 0.0058 3.5788 0.0215 + 2500 0.0710 0.0000 40.6628 0.9695 1.1085 37.8821 12.0782 1.1949 0.3996 1.8746 5.1652 0.0093 0.0000 0.0000 0.0289 11.6341 0.4955 2.6236 52.6026 4.6053 0.0058 3.5717 0.0215 + + + BUNKERS + YEARS FossilCO2 OtherCO2 CH4 N2O SOx CO NMVOC NOx BC OC NH3 CF4 C2F6 C6F14 HFC23 HFC32 HFC43-10 HFC125 HFC134a HFC143a HFC227ea HFC245fa SF6 + Yrs GtC GtC MtCH4 MtN2O-N MtS MtCO Mt MtN Mt Mt MtN kt kt kt kt kt kt kt kt kt kt kt kt + 2000 0.0000 0.0000 0.4325 0.0000 5.5390 1.1854 2.9270 6.2818 0.1361 0.1395 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 + 2001 0.0000 0.0000 0.4422 0.0000 5.5824 1.2012 2.9849 6.3724 0.1424 0.1436 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 + 2002 0.0000 0.0000 0.4520 0.0000 5.6207 1.2166 3.0417 6.4612 0.1480 0.1491 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 + 2003 0.0000 0.0000 0.4618 0.0000 5.6587 1.2321 3.0986 6.5501 0.1535 0.1546 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 + 2004 0.0000 0.0000 0.4717 0.0000 5.6964 1.2477 3.1556 6.6389 0.1589 0.1600 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 + 2005 0.0000 0.0000 0.4817 0.0000 5.7337 1.2632 3.2125 6.7277 0.1644 0.1654 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 + 2006 0.0000 0.0000 0.4903 0.0000 5.6872 1.2670 3.2372 6.7535 0.1654 0.1664 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 + 2007 0.0000 0.0000 0.4989 0.0000 5.6406 1.2707 3.2619 6.7794 0.1663 0.1674 0.0000 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stabilisation after 2150 using the default RCPtool MAGICC6.3 settings. Compiled by: malte.meinshausen@pik-potsdam.de diff --git a/tests/test_fair.py b/tests/test_fair.py index efcfcc88..b14202b9 100644 --- a/tests/test_fair.py +++ b/tests/test_fair.py @@ -4,6 +4,7 @@ import os import numpy as np from fair.RCPs import rcp3pd, rcp45, rcp6, rcp85 +from fair.tools import magicc def test_import(): @@ -122,3 +123,25 @@ def test_division(): tcr_dbl=70 ) assert (T == T_int_params).all() + + +def test_scenfile(): + datadir = os.path.join(os.path.dirname(__file__), 'rcp45/') + # Purpose of this test is to determine whether the SCEN file for RCP4.5 + # which does not include CFCs, years before 2000, or emissions from every + # year from 2000 to 2500, equals the emissions file from RCP4.5 + # after reconstruction. + # The .SCEN and .XLS files at http://www.pik-potsdam.de/~mmalte/rcps + # sometimes differ in the 4th decimal place. Thus we allow a tolerance of + # 0.0002 in addition to machine error in this instance. + + E1 = magicc.scen_open(datadir + 'RCP45.SCEN') + assert np.allclose(E1, rcp45.Emissions.emissions, rtol=1e-8, atol=2e-4) + + E2 = magicc.scen_open(datadir + 'RCP45.SCEN', include_cfcs=False) + assert np.allclose(E2, rcp45.Emissions.emissions[:,:24], rtol=1e-8, + atol=2e-4) + + E3 = magicc.scen_open(datadir + 'RCP45.SCEN', startyear=1950) + assert np.allclose(E3, rcp45.Emissions.emissions[185:,:], rtol=1e-8, + atol=2e-4)