Minimal OpenSCM-Runner example with CICERO-SCM

import logging
from pathlib import Path

import matplotlib.pyplot as plt
import scmdata

import openscm_runner
from openscm_runner.adapters import CICEROSCMPY
from openscm_runner.run import run

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/scmdata/database/_database.py:9: TqdmExperimentalWarning: Using `tqdm.autonotebook.tqdm` in notebook mode. Use `tqdm.tqdm` instead to force console mode (e.g. in jupyter console)
  import tqdm.autonotebook as tqdman

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/pymagicc/io/base.py:224: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/pymagicc/io/base.py:224: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/pymagicc/io/base.py:224: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/pymagicc/io/base.py:224: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/pymagicc/io/base.py:224: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/pymagicc/io/base.py:224: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/pymagicc/io/base.py:224: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/pymagicc/io/base.py:224: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/pymagicc/io/base.py:224: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/pymagicc/io/base.py:224: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/pymagicc/io/base.py:224: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/pymagicc/io/base.py:224: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/pymagicc/io/base.py:224: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/pymagicc/io/base.py:224: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/pymagicc/io/base.py:224: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/pymagicc/io/base.py:224: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/pymagicc/io/base.py:224: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/pymagicc/io/base.py:224: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/pymagicc/io/base.py:224: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/pymagicc/io/base.py:224: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/pymagicc/io/base.py:224: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/pymagicc/io/base.py:224: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/pymagicc/io/base.py:224: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/pymagicc/io/base.py:224: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/pymagicc/io/base.py:224: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/pymagicc/io/base.py:224: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/pymagicc/io/base.py:224: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/pymagicc/io/base.py:224: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/pymagicc/io/base.py:224: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df = pd.read_csv(

STDERR_INFO_HANDLER = logging.StreamHandler()
FORMATTER = logging.Formatter(
    "%(asctime)s %(name)s %(threadName)s - %(levelname)s:  %(message)s",
    datefmt="%Y-%m-%d %H:%M:%S",
)
STDERR_INFO_HANDLER.setFormatter(FORMATTER)

OPENSCM_RUNNER_LOGGER = logging.getLogger("openscm_runner")
OPENSCM_RUNNER_LOGGER.setLevel(logging.INFO)
OPENSCM_RUNNER_LOGGER.addHandler(STDERR_INFO_HANDLER)

openscm_runner.__version__

'0.13.0'

cicero_scm = CICEROSCMPY()
cicero_scm.get_version()

'1.1.1'

input_emissions = scmdata.ScmRun(
    str(
        Path("..")
        / ".."
        / ".."
        / ".."
        / "tests"
        / "test-data"
        / "clean_scenarios_full_ssps.csv"
    ),
    lowercase_cols=True,
).drop_meta(["activity_id", "mip_era"])

input_emissions.head(30)

				time	2015-01-01 00:00:00	2016-01-01 00:00:00	2017-01-01 00:00:00	2018-01-01 00:00:00	2019-01-01 00:00:00	2020-01-01 00:00:00	2021-01-01 00:00:00	2022-01-01 00:00:00	2023-01-01 00:00:00	2024-01-01 00:00:00	...	2491-01-01 00:00:00	2492-01-01 00:00:00	2493-01-01 00:00:00	2494-01-01 00:00:00	2495-01-01 00:00:00	2496-01-01 00:00:00	2497-01-01 00:00:00	2498-01-01 00:00:00	2499-01-01 00:00:00	2500-01-01 00:00:00
model	region	scenario	unit	variable
AIM/CGE	World	ssp370	Mt BC/yr	Emissions|BC	9.727424	9.827463	9.927776	10.027815	10.127854	10.227893	10.273947	10.319876	10.365804	10.411732	...	1.665267	1.665267	1.665267	1.665267	1.665267	1.665267	1.665267	1.665267	1.665267	1.665267
			Mt CH4/yr	Emissions|CH4	388.072796	394.145751	400.235345	406.308301	412.381256	418.454212	423.752003	429.035318	434.318634	439.601950	...	401.196557	401.196557	401.196557	401.196557	401.196557	401.196557	401.196557	401.196557	401.196557	401.196557
			Mt CO/yr	Emissions|CO	934.349885	941.116189	947.901031	954.667335	961.433639	968.199943	969.922626	971.640602	973.358579	975.076555	...	332.366037	332.366037	332.366037	332.366037	332.366037	332.366037	332.366037	332.366037	332.366037	332.366037
			kt HFC125/yr	Emissions|HFC125	78.790600	93.911413	109.073652	124.194465	139.315277	154.436090	160.239466	166.026986	171.814507	177.602027	...	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000
			kt HFC134a/yr	Emissions|HFC134a	201.953400	208.272777	214.609468	220.928845	227.248223	233.567600	230.112953	226.667744	223.222536	219.777328	...	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000
			kt HFC143a/yr	Emissions|HFC143a	32.381000	37.151646	41.935362	46.706008	51.476654	56.247300	58.236865	60.220994	62.205124	64.189253	...	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000
			kt HFC152a/yr	Emissions|HFC152a	55.881400	55.803972	55.726331	55.648903	55.571474	55.494046	53.444477	51.400509	49.356540	47.312571	...	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000
			kt HFC227ea/yr	Emissions|HFC227ea	3.663300	3.922643	4.182696	4.442038	4.701381	4.960724	4.971996	4.983237	4.994479	5.005720	...	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000
			kt HFC23/yr	Emissions|HFC23	14.485700	12.060929	9.629514	7.204743	4.779971	2.355200	2.172070	1.989440	1.806810	1.624180	...	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000
			kt HFC236fa/yr	Emissions|HFC236fa	0.260400	0.292203	0.324092	0.355895	0.387697	0.419500	0.433597	0.447655	0.461714	0.475772	...	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000
			kt HFC245fa/yr	Emissions|HFC245fa	11.728500	13.160962	14.597349	16.029811	17.462274	18.894736	19.529612	20.162753	20.795894	21.429035	...	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000
			kt HFC32/yr	Emissions|HFC32	38.579200	32.121399	25.645904	19.188103	12.730301	6.272500	5.784777	5.298387	4.811997	4.325607	...	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000
			kt HFC365mfc/yr	Emissions|HFC365mfc	4.649200	4.794680	4.940558	5.086038	5.231518	5.376998	5.297472	5.218163	5.138854	5.059545	...	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000
			kt HFC4310mee/yr	Emissions|HFC4310mee	1.151600	1.150004	1.148405	1.146809	1.145214	1.143618	1.101381	1.059259	1.017137	0.975015	...	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000
			kt NF3/yr	Emissions|NF3	1.358100	1.371252	1.384440	1.397591	1.410743	1.423895	1.428280	1.432654	1.437027	1.441401	...	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000
			kt C2F6/yr	Emissions|C2F6	1.570000	1.659611	1.749467	1.839078	1.928689	2.018300	1.952083	1.886048	1.820012	1.753976	...	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000
			kt C3F8/yr	Emissions|C3F8	0.447800	0.473366	0.499002	0.524568	0.550134	0.575700	0.556814	0.537979	0.519145	0.500310	...	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000
			kt C4F10/yr	Emissions|C4F10	0.099400	0.105071	0.110758	0.116429	0.122100	0.127771	0.123579	0.119398	0.115217	0.111036	...	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000
			kt C5F12/yr	Emissions|C5F12	0.043500	0.045977	0.048461	0.050938	0.053416	0.055893	0.054060	0.052231	0.050403	0.048575	...	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000
			kt C6F14/yr	Emissions|C6F14	0.350000	0.369967	0.389989	0.409956	0.429923	0.449891	0.435136	0.420422	0.405707	0.390993	...	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000
			kt C7F16/yr	Emissions|C7F16	0.233800	0.247153	0.260542	0.273895	0.287247	0.300600	0.290731	0.280889	0.271047	0.261205	...	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000
			kt C8F18/yr	Emissions|C8F18	0.101400	0.107197	0.113010	0.118806	0.124603	0.130400	0.126122	0.121855	0.117589	0.113322	...	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000
			kt CF4/yr	Emissions|CF4	10.869900	11.245971	11.623071	11.999142	12.375212	12.751283	12.508431	12.266242	12.024053	11.781865	...	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000
			kt cC4F8/yr	Emissions|cC4F8	1.267200	1.311055	1.355030	1.398885	1.442739	1.486594	1.458263	1.430009	1.401756	1.373502	...	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000
			kt SF6/yr	Emissions|SF6	8.020000	8.097717	8.175648	8.253365	8.331083	8.408800	8.434690	8.460508	8.486327	8.512146	...	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000
			kt SO2F2/yr	Emissions|SO2F2	2.531700	2.619292	2.707125	2.794717	2.882310	2.969902	2.913341	2.856935	2.800528	2.744122	...	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000
			kt CCl4/yr	Emissions|CCl4	47.547600	45.018546	42.482563	39.953508	37.424454	34.895400	33.282295	31.673597	30.064899	28.456201	...	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000
			kt CFC11/yr	Emissions|CFC11	43.573400	41.881747	40.185459	38.493806	36.802153	35.110500	33.876730	32.646332	31.415933	30.185534	...	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000
			kt CFC113/yr	Emissions|CFC113	0.874200	0.781611	0.688768	0.596179	0.503589	0.411000	0.378929	0.346945	0.314961	0.282978	...	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000
			kt CFC114/yr	Emissions|CFC114	1.669600	1.515316	1.360609	1.206325	1.052041	0.897757	0.833804	0.770025	0.706247	0.642468	...	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000

30 rows × 486 columns

res = run(
    climate_models_cfgs={
        "CICEROSCMPY": [
            # @marit, how do you get the model to stop in 2100?
            {
                "scenario_end": input_emissions["year"].max(),
                "model_end": input_emissions["year"].max(),
                **cfg,
            }
            for cfg in [
                #             {},  # passing an empty list of an empty dict will do <@marit to write>
                {
                    "Index": 30040,
                    "pamset_udm": {
                        "lambda": 0.540,
                        "akapa": 0.341,
                        "cpi": 0.556,
                        "W": 1.897,
                        "rlamdo": 16.618,
                        "beto": 3.225,
                        "mixed": 107.277,
                    },
                    "pamset_emiconc": {
                        "qdirso2": -0.457,
                        "qindso2": -0.514,
                        "qbc": 0.200,
                        "qoc": -0.103,
                    },
                },
                {
                    "Index": 1,
                    "pamset_udm": {
                        "lambda": 0.3925,
                        "akapa": 0.2421,
                        "cpi": 0.3745,
                        "W": 0.8172,
                        "rlamdo": 16.4599,
                        "beto": 4.4369,
                        "mixed": 35.4192,
                    },
                    "pamset_emiconc": {
                        "qdirso2": -0.3428,
                        "qindso2": -0.3856,
                        "qbc": 0.1507,
                        "qoc": -0.0776,
                    },
                },
                #             {"q": np.array([0.3, 0.45]), "r0": 30.0, "lambda_global": 0.9},
                #             {"q": np.array([0.35, 0.4]), "r0": 25.0, "lambda_global": 1.1},
            ]
        ],
    },
    scenarios=input_emissions,
    output_variables=(
        "Surface Air Temperature Change",
        "Atmospheric Concentrations|CO2",
        "Effective Radiative Forcing",
        "Effective Radiative Forcing|CO2",
        "Effective Radiative Forcing|CH4",
        "Effective Radiative Forcing|N2O",
        "Effective Radiative Forcing|Greenhouse Gases",
        "Effective Radiative Forcing|Aerosols",
        "Effective Radiative Forcing|Aerosols|Direct Effect|BC",
        "Effective Radiative Forcing|Aerosols|Direct Effect|OC",
        "Effective Radiative Forcing|Aerosols|Direct Effect|SOx",
        "Effective Radiative Forcing|Aerosols|Direct Effect",
        "Effective Radiative Forcing|Aerosols|Indirect Effect",
    ),
    # not yet implemented
    #     out_config={"CICEROSCM": ("lambda",)}
).filter(
    year=range(1, input_emissions["year"].max() + 1)
)  # TODO: remove filter once we know how to stop the model

2024-01-30 14:05:52 openscm_runner.adapters.utils.cicero_utils._run_ciceroscm_parallel MainThread - INFO:  Entered _parallel_ciceroscm

2024-01-30 14:05:53 openscm_runner.adapters.utils.cicero_utils._run_ciceroscm_parallel MainThread - INFO:  Running in parallel with up to 2 workers

2024-01-30 14:05:53 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  {'NF3', 'C5F12', 'HFC152a', 'HFC365mfc', 'C3F8', 'CH3Cl', 'HFC236fa', 'C7F16', 'CH2Cl2', 'CHCl3', 'C8F18', 'cC4F8', 'Halon1202', 'C4F10', 'SO2F2'} not used by CICERO-SCM

2024-01-30 14:05:53 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  {'NF3', 'C5F12', 'HFC152a', 'HFC365mfc', 'C3F8', 'CH3Cl', 'HFC236fa', 'C7F16', 'CH2Cl2', 'CHCl3', 'C8F18', 'cC4F8', 'Halon1202', 'C4F10', 'SO2F2'} not used by CICERO-SCM

2024-01-30 14:05:56 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No HCFC-123 data available, using ssp245

2024-01-30 14:05:56 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No BMB_AEROS_BC data available, using ssp245

2024-01-30 14:05:56 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No BMB_AEROS_OC data available, using ssp245

2024-01-30 14:05:56 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No HCFC-123 data available, using ssp245

Parameter idtm not in pamset. Using default value 24

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:39: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_gas = pd.read_csv(filename, delim_whitespace=True, index_col=0)

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:98: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_input = pd.read_csv(

2024-01-30 14:05:56 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No BMB_AEROS_BC data available, using ssp245

2024-01-30 14:05:56 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No BMB_AEROS_OC data available, using ssp245

Parameter idtm not in pamset. Using default value 24

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:39: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_gas = pd.read_csv(filename, delim_whitespace=True, index_col=0)

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:98: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_input = pd.read_csv(

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/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

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/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

Parameter threstemp not in pamset. Using default value 7.0

113

114

Parameter foan not in pamset. Using default value 0.61

Parameter foas not in pamset. Using default value 0.81

Parameter ebbeta not in pamset. Using default value 0.0

115

22

Parameter fnso not in pamset. Using default value 0.7531

141

Parameter lm not in pamset. Using default value 40

Parameter ldtime not in pamset. Using default value 12

123

Parameter qbmb not in pamset. Using default value 0.0

Parameter qo3 not in pamset. Using default value 0.5

Parameter qh2o_ch4 not in pamset. Using default value 0.091915

142

Parameter ref_yr not in pamset. Using default value 2010

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

Parameter beta_f not in pamset. Using default value 0.287

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

Parameter threstemp not in pamset. Using default value 7.0

Parameter foan not in pamset. Using default value 0.61

Parameter foas not in pamset. Using default value 0.81

Parameter ebbeta not in pamset. Using default value 0.0

Parameter fnso not in pamset. Using default value 0.7531

Parameter lm not in pamset. Using default value 40

Parameter ldtime not in pamset. Using default value 12

Parameter qbmb not in pamset. Using default value 0.0

Parameter qo3 not in pamset. Using default value 0.5

Parameter qh2o_ch4 not in pamset. Using default value 0.091915

Parameter ref_yr not in pamset. Using default value 2010

Parameter beta_f not in pamset. Using default value 0.287

Surface Air Temperature Change

Atmospheric Concentrations|CO2

Effective Radiative Forcing

Effective Radiative Forcing|CO2

Effective Radiative Forcing|CH4

Effective Radiative Forcing|N2O

Effective Radiative Forcing|Greenhouse Gases

Effective Radiative Forcing|Aerosols

Effective Radiative Forcing|Aerosols|Direct Effect|BC

Effective Radiative Forcing|Aerosols|Direct Effect|OC

Surface Air Temperature Change

Effective Radiative Forcing|Aerosols|Direct Effect|SOx

Atmospheric Concentrations|CO2

Effective Radiative Forcing

Effective Radiative Forcing|Aerosols|Direct Effect

Effective Radiative Forcing|Aerosols|Indirect Effect

Effective Radiative Forcing|CO2

Parameter threstemp not in pamset. Using default value 7.0

Parameter foan not in pamset. Using default value 0.61

Parameter foas not in pamset. Using default value 0.81

Parameter ebbeta not in pamset. Using default value 0.0

Parameter fnso not in pamset. Using default value 0.7531

Parameter lm not in pamset. Using default value 40

Parameter ldtime not in pamset. Using default value 12

Parameter qbmb not in pamset. Using default value 0.0

Parameter qo3 not in pamset. Using default value 0.5

Parameter qh2o_ch4 not in pamset. Using default value 0.091915

Effective Radiative Forcing|CH4

Parameter ref_yr not in pamset. Using default value 2010

Parameter beta_f not in pamset. Using default value 0.287

Effective Radiative Forcing|N2O

Effective Radiative Forcing|Greenhouse Gases

Effective Radiative Forcing|Aerosols

Effective Radiative Forcing|Aerosols|Direct Effect|BC

Effective Radiative Forcing|Aerosols|Direct Effect|OC

Effective Radiative Forcing|Aerosols|Direct Effect|SOx

Effective Radiative Forcing|Aerosols|Direct Effect

Effective Radiative Forcing|Aerosols|Indirect Effect

Parameter threstemp not in pamset. Using default value 7.0

Parameter foan not in pamset. Using default value 0.61

Parameter foas not in pamset. Using default value 0.81

Parameter ebbeta not in pamset. Using default value 0.0

Parameter fnso not in pamset. Using default value 0.7531

Parameter lm not in pamset. Using default value 40

Parameter ldtime not in pamset. Using default value 12

Parameter qbmb not in pamset. Using default value 0.0

Parameter qo3 not in pamset. Using default value 0.5

Parameter qh2o_ch4 not in pamset. Using default value 0.091915

Parameter ref_yr not in pamset. Using default value 2010

Parameter beta_f not in pamset. Using default value 0.287

Surface Air Temperature Change

Atmospheric Concentrations|CO2

Effective Radiative Forcing

Effective Radiative Forcing|CO2

Effective Radiative Forcing|CH4

Effective Radiative Forcing|N2O

Effective Radiative Forcing|Greenhouse Gases

Effective Radiative Forcing|Aerosols

Effective Radiative Forcing|Aerosols|Direct Effect|BC

Effective Radiative Forcing|Aerosols|Direct Effect|OC

Effective Radiative Forcing|Aerosols|Direct Effect|SOx

Effective Radiative Forcing|Aerosols|Direct Effect

Surface Air Temperature Change

Effective Radiative Forcing|Aerosols|Indirect Effect

Atmospheric Concentrations|CO2

Effective Radiative Forcing

Effective Radiative Forcing|CO2

Effective Radiative Forcing|CH4

Effective Radiative Forcing|N2O

2024-01-30 14:06:24 openscm_runner.adapters.ciceroscm_py_adapter.ciceroscmpy MainThread - INFO:  Finished run

Effective Radiative Forcing|Greenhouse Gases

Effective Radiative Forcing|Aerosols

2024-01-30 14:06:24 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  {'NF3', 'C5F12', 'HFC152a', 'HFC365mfc', 'C3F8', 'CH3Cl', 'HFC236fa', 'C7F16', 'CH2Cl2', 'CHCl3', 'C8F18', 'cC4F8', 'Halon1202', 'C4F10', 'SO2F2'} not used by CICERO-SCM

Effective Radiative Forcing|Aerosols|Direct Effect|BC

Effective Radiative Forcing|Aerosols|Direct Effect|OC

Effective Radiative Forcing|Aerosols|Direct Effect|SOx

2024-01-30 14:06:24 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No HCFC-123 data available, using ssp245

Effective Radiative Forcing|Aerosols|Direct Effect

Effective Radiative Forcing|Aerosols|Indirect Effect

2024-01-30 14:06:24 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No BMB_AEROS_BC data available, using ssp245

2024-01-30 14:06:24 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No BMB_AEROS_OC data available, using ssp245

Parameter idtm not in pamset. Using default value 24

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:39: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_gas = pd.read_csv(filename, delim_whitespace=True, index_col=0)

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:98: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_input = pd.read_csv(

2024-01-30 14:06:25 openscm_runner.adapters.ciceroscm_py_adapter.ciceroscmpy MainThread - INFO:  Finished run

2024-01-30 14:06:25 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  {'NF3', 'C5F12', 'HFC152a', 'HFC365mfc', 'C3F8', 'CH3Cl', 'HFC236fa', 'C7F16', 'CH2Cl2', 'CHCl3', 'C8F18', 'cC4F8', 'Halon1202', 'C4F10', 'SO2F2'} not used by CICERO-SCM

2024-01-30 14:06:25 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No HCFC-123 data available, using ssp245

2024-01-30 14:06:25 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No BMB_AEROS_BC data available, using ssp245

2024-01-30 14:06:25 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No BMB_AEROS_OC data available, using ssp245

Parameter idtm not in pamset. Using default value 24

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:39: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_gas = pd.read_csv(filename, delim_whitespace=True, index_col=0)

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:98: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_input = pd.read_csv(

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/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

Parameter threstemp not in pamset. Using default value 7.0

Parameter foan not in pamset. Using default value 0.61

Parameter foas not in pamset. Using default value 0.81

Parameter ebbeta not in pamset. Using default value 0.0

Parameter fnso not in pamset. Using default value 0.7531

Parameter lm not in pamset. Using default value 40

Parameter ldtime not in pamset. Using default value 12

Parameter qbmb not in pamset. Using default value 0.0

Parameter qo3 not in pamset. Using default value 0.5

Parameter qh2o_ch4 not in pamset. Using default value 0.091915

Parameter ref_yr not in pamset. Using default value 2010

Parameter beta_f not in pamset. Using default value 0.287

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/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

Parameter threstemp not in pamset. Using default value 7.0

Parameter foan not in pamset. Using default value 0.61

Parameter foas not in pamset. Using default value 0.81

Parameter ebbeta not in pamset. Using default value 0.0

Parameter fnso not in pamset. Using default value 0.7531

Parameter lm not in pamset. Using default value 40

Parameter ldtime not in pamset. Using default value 12

Parameter qbmb not in pamset. Using default value 0.0

Parameter qo3 not in pamset. Using default value 0.5

Parameter qh2o_ch4 not in pamset. Using default value 0.091915

Parameter ref_yr not in pamset. Using default value 2010

Parameter beta_f not in pamset. Using default value 0.287

Surface Air Temperature Change

Atmospheric Concentrations|CO2

Effective Radiative Forcing

Effective Radiative Forcing|CO2

Effective Radiative Forcing|CH4

Effective Radiative Forcing|N2O

Effective Radiative Forcing|Greenhouse Gases

Effective Radiative Forcing|Aerosols

Effective Radiative Forcing|Aerosols|Direct Effect|BC

Effective Radiative Forcing|Aerosols|Direct Effect|OC

Effective Radiative Forcing|Aerosols|Direct Effect|SOx

Effective Radiative Forcing|Aerosols|Direct Effect

Effective Radiative Forcing|Aerosols|Indirect Effect

Parameter threstemp not in pamset. Using default value 7.0

Parameter foan not in pamset. Using default value 0.61

Parameter foas not in pamset. Using default value 0.81

Parameter ebbeta not in pamset. Using default value 0.0

Parameter fnso not in pamset. Using default value 0.7531

Parameter lm not in pamset. Using default value 40

Parameter ldtime not in pamset. Using default value 12

Parameter qbmb not in pamset. Using default value 0.0

Parameter qo3 not in pamset. Using default value 0.5

Parameter qh2o_ch4 not in pamset. Using default value 0.091915

Parameter ref_yr not in pamset. Using default value 2010

Parameter beta_f not in pamset. Using default value 0.287

Surface Air Temperature Change

Atmospheric Concentrations|CO2

Effective Radiative Forcing

Effective Radiative Forcing|CO2

Effective Radiative Forcing|CH4

Effective Radiative Forcing|N2O

Effective Radiative Forcing|Greenhouse Gases

Effective Radiative Forcing|Aerosols

Effective Radiative Forcing|Aerosols|Direct Effect|BC

Effective Radiative Forcing|Aerosols|Direct Effect|OC

Effective Radiative Forcing|Aerosols|Direct Effect|SOx

Effective Radiative Forcing|Aerosols|Direct Effect

Effective Radiative Forcing|Aerosols|Indirect Effect

Parameter threstemp not in pamset. Using default value 7.0

Parameter foan not in pamset. Using default value 0.61

Parameter foas not in pamset. Using default value 0.81

Parameter ebbeta not in pamset. Using default value 0.0

Parameter fnso not in pamset. Using default value 0.7531

Parameter lm not in pamset. Using default value 40

Parameter ldtime not in pamset. Using default value 12

Parameter qbmb not in pamset. Using default value 0.0

Parameter qo3 not in pamset. Using default value 0.5

Parameter qh2o_ch4 not in pamset. Using default value 0.091915

Parameter ref_yr not in pamset. Using default value 2010

Parameter beta_f not in pamset. Using default value 0.287

Surface Air Temperature Change

Atmospheric Concentrations|CO2

Effective Radiative Forcing

Effective Radiative Forcing|CO2

Effective Radiative Forcing|CH4

Effective Radiative Forcing|N2O

Effective Radiative Forcing|Greenhouse Gases

Effective Radiative Forcing|Aerosols

Effective Radiative Forcing|Aerosols|Direct Effect|BC

Effective Radiative Forcing|Aerosols|Direct Effect|OC

Effective Radiative Forcing|Aerosols|Direct Effect|SOx

Effective Radiative Forcing|Aerosols|Direct Effect

Effective Radiative Forcing|Aerosols|Indirect Effect

2024-01-30 14:06:53 openscm_runner.adapters.ciceroscm_py_adapter.ciceroscmpy MainThread - INFO:  Finished run

2024-01-30 14:06:53 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  {'NF3', 'C5F12', 'HFC152a', 'HFC365mfc', 'C3F8', 'CH3Cl', 'HFC236fa', 'C7F16', 'CH2Cl2', 'CHCl3', 'C8F18', 'cC4F8', 'Halon1202', 'C4F10', 'SO2F2'} not used by CICERO-SCM

2024-01-30 14:06:53 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No HCFC-123 data available, using ssp245

2024-01-30 14:06:53 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No BMB_AEROS_BC data available, using ssp245

2024-01-30 14:06:53 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No BMB_AEROS_OC data available, using ssp245

Parameter idtm not in pamset. Using default value 24

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:39: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_gas = pd.read_csv(filename, delim_whitespace=True, index_col=0)

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:98: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_input = pd.read_csv(

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123

142

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

Atmospheric Concentrations|CO2

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

Parameter threstemp not in pamset. Using default value 7.0

Parameter foan not in pamset. Using default value 0.61

Parameter foas not in pamset. Using default value 0.81

Effective Radiative Forcing

Parameter ebbeta not in pamset. Using default value 0.0

Parameter fnso not in pamset. Using default value 0.7531

Parameter lm not in pamset. Using default value 40

Parameter ldtime not in pamset. Using default value 12

Parameter qbmb not in pamset. Using default value 0.0

Parameter qo3 not in pamset. Using default value 0.5

Parameter qh2o_ch4 not in pamset. Using default value 0.091915

Parameter ref_yr not in pamset. Using default value 2010

Parameter beta_f not in pamset. Using default value 0.287

Effective Radiative Forcing|CO2

Effective Radiative Forcing|CH4

Effective Radiative Forcing|N2O

Effective Radiative Forcing|Greenhouse Gases

Effective Radiative Forcing|Aerosols

Effective Radiative Forcing|Aerosols|Direct Effect|BC

Effective Radiative Forcing|Aerosols|Direct Effect|OC

Effective Radiative Forcing|Aerosols|Direct Effect|SOx

Effective Radiative Forcing|Aerosols|Direct Effect

Effective Radiative Forcing|Aerosols|Indirect Effect

2024-01-30 14:06:55 openscm_runner.adapters.ciceroscm_py_adapter.ciceroscmpy MainThread - INFO:  Finished run

2024-01-30 14:06:55 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  {'NF3', 'C5F12', 'HFC152a', 'HFC365mfc', 'C3F8', 'CH3Cl', 'HFC236fa', 'C7F16', 'CH2Cl2', 'CHCl3', 'C8F18', 'cC4F8', 'Halon1202', 'C4F10', 'SO2F2'} not used by CICERO-SCM

2024-01-30 14:06:55 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No HCFC-123 data available, using ssp245

2024-01-30 14:06:55 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No BMB_AEROS_BC data available, using ssp245

2024-01-30 14:06:55 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No BMB_AEROS_OC data available, using ssp245

Parameter idtm not in pamset. Using default value 24

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:39: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_gas = pd.read_csv(filename, delim_whitespace=True, index_col=0)

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:98: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_input = pd.read_csv(

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/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

Parameter threstemp not in pamset. Using default value 7.0

Parameter foan not in pamset. Using default value 0.61

Parameter foas not in pamset. Using default value 0.81

Parameter ebbeta not in pamset. Using default value 0.0

Parameter fnso not in pamset. Using default value 0.7531

Parameter lm not in pamset. Using default value 40

Parameter ldtime not in pamset. Using default value 12

Parameter qbmb not in pamset. Using default value 0.0

Parameter qo3 not in pamset. Using default value 0.5

Parameter qh2o_ch4 not in pamset. Using default value 0.091915

Parameter ref_yr not in pamset. Using default value 2010

Parameter beta_f not in pamset. Using default value 0.287

Surface Air Temperature Change

Atmospheric Concentrations|CO2

Effective Radiative Forcing

Effective Radiative Forcing|CO2

Effective Radiative Forcing|CH4

Effective Radiative Forcing|N2O

Effective Radiative Forcing|Greenhouse Gases

Effective Radiative Forcing|Aerosols

Effective Radiative Forcing|Aerosols|Direct Effect|BC

Effective Radiative Forcing|Aerosols|Direct Effect|OC

Effective Radiative Forcing|Aerosols|Direct Effect|SOx

Effective Radiative Forcing|Aerosols|Direct Effect

Effective Radiative Forcing|Aerosols|Indirect Effect

Parameter threstemp not in pamset. Using default value 7.0

Parameter foan not in pamset. Using default value 0.61

Parameter foas not in pamset. Using default value 0.81

Parameter ebbeta not in pamset. Using default value 0.0

Parameter fnso not in pamset. Using default value 0.7531

Parameter lm not in pamset. Using default value 40

Parameter ldtime not in pamset. Using default value 12

Parameter qbmb not in pamset. Using default value 0.0

Parameter qo3 not in pamset. Using default value 0.5

Parameter qh2o_ch4 not in pamset. Using default value 0.091915

Parameter ref_yr not in pamset. Using default value 2010

Parameter beta_f not in pamset. Using default value 0.287

Surface Air Temperature Change

Atmospheric Concentrations|CO2

Effective Radiative Forcing

Effective Radiative Forcing|CO2

Effective Radiative Forcing|CH4

Effective Radiative Forcing|N2O

Effective Radiative Forcing|Greenhouse Gases

Effective Radiative Forcing|Aerosols

Effective Radiative Forcing|Aerosols|Direct Effect|BC

Effective Radiative Forcing|Aerosols|Direct Effect|OC

Effective Radiative Forcing|Aerosols|Direct Effect|SOx

Effective Radiative Forcing|Aerosols|Direct Effect

Effective Radiative Forcing|Aerosols|Indirect Effect

Parameter threstemp not in pamset. Using default value 7.0

Parameter foan not in pamset. Using default value 0.61

Parameter foas not in pamset. Using default value 0.81

Parameter ebbeta not in pamset. Using default value 0.0

Parameter fnso not in pamset. Using default value 0.7531

Parameter lm not in pamset. Using default value 40

Parameter ldtime not in pamset. Using default value 12

Parameter qbmb not in pamset. Using default value 0.0

Parameter qo3 not in pamset. Using default value 0.5

Parameter qh2o_ch4 not in pamset. Using default value 0.091915

Parameter ref_yr not in pamset. Using default value 2010

Parameter beta_f not in pamset. Using default value 0.287

Surface Air Temperature Change

Atmospheric Concentrations|CO2

Effective Radiative Forcing

Effective Radiative Forcing|CO2

Effective Radiative Forcing|CH4

Effective Radiative Forcing|N2O

Effective Radiative Forcing|Greenhouse Gases

Effective Radiative Forcing|Aerosols

Effective Radiative Forcing|Aerosols|Direct Effect|BC

Effective Radiative Forcing|Aerosols|Direct Effect|OC

Effective Radiative Forcing|Aerosols|Direct Effect|SOx

Effective Radiative Forcing|Aerosols|Direct Effect

Effective Radiative Forcing|Aerosols|Indirect Effect

2024-01-30 14:07:27 openscm_runner.adapters.ciceroscm_py_adapter.ciceroscmpy MainThread - INFO:  Finished run

2024-01-30 14:07:27 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  {'NF3', 'C5F12', 'HFC152a', 'HFC365mfc', 'C3F8', 'CH3Cl', 'HFC236fa', 'C7F16', 'CH2Cl2', 'CHCl3', 'C8F18', 'cC4F8', 'Halon1202', 'C4F10', 'SO2F2'} not used by CICERO-SCM

2024-01-30 14:07:27 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No HCFC-123 data available, using ssp245

2024-01-30 14:07:27 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No BMB_AEROS_BC data available, using ssp245

2024-01-30 14:07:27 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No BMB_AEROS_OC data available, using ssp245

Parameter idtm not in pamset. Using default value 24

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:39: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_gas = pd.read_csv(filename, delim_whitespace=True, index_col=0)

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:98: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_input = pd.read_csv(

Surface Air Temperature Change

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Atmospheric Concentrations|CO2

123

142

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

Effective Radiative Forcing

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

Parameter threstemp not in pamset. Using default value 7.0

Parameter foan not in pamset. Using default value 0.61

Effective Radiative Forcing|CO2

Parameter foas not in pamset. Using default value 0.81

Parameter ebbeta not in pamset. Using default value 0.0

Parameter fnso not in pamset. Using default value 0.7531

Parameter lm not in pamset. Using default value 40

Parameter ldtime not in pamset. Using default value 12

Parameter qbmb not in pamset. Using default value 0.0

Parameter qo3 not in pamset. Using default value 0.5

Parameter qh2o_ch4 not in pamset. Using default value 0.091915

Parameter ref_yr not in pamset. Using default value 2010

Effective Radiative Forcing|CH4

Parameter beta_f not in pamset. Using default value 0.287

Effective Radiative Forcing|N2O

Effective Radiative Forcing|Greenhouse Gases

Effective Radiative Forcing|Aerosols

Effective Radiative Forcing|Aerosols|Direct Effect|BC

Effective Radiative Forcing|Aerosols|Direct Effect|OC

Effective Radiative Forcing|Aerosols|Direct Effect|SOx

Effective Radiative Forcing|Aerosols|Direct Effect

Effective Radiative Forcing|Aerosols|Indirect Effect

2024-01-30 14:07:28 openscm_runner.adapters.ciceroscm_py_adapter.ciceroscmpy MainThread - INFO:  Finished run

2024-01-30 14:07:28 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  {'NF3', 'C5F12', 'HFC152a', 'HFC365mfc', 'C3F8', 'CH3Cl', 'HFC236fa', 'C7F16', 'CH2Cl2', 'CHCl3', 'C8F18', 'cC4F8', 'Halon1202', 'C4F10', 'SO2F2'} not used by CICERO-SCM

2024-01-30 14:07:28 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No HCFC-123 data available, using ssp245

2024-01-30 14:07:29 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No BMB_AEROS_BC data available, using ssp245

2024-01-30 14:07:29 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No BMB_AEROS_OC data available, using ssp245

Parameter idtm not in pamset. Using default value 24

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:39: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_gas = pd.read_csv(filename, delim_whitespace=True, index_col=0)

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:98: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_input = pd.read_csv(

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/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

Parameter threstemp not in pamset. Using default value 7.0

Parameter foan not in pamset. Using default value 0.61

Parameter foas not in pamset. Using default value 0.81

Parameter ebbeta not in pamset. Using default value 0.0

Parameter fnso not in pamset. Using default value 0.7531

Parameter lm not in pamset. Using default value 40

Parameter ldtime not in pamset. Using default value 12

Parameter qbmb not in pamset. Using default value 0.0

Parameter qo3 not in pamset. Using default value 0.5

Parameter qh2o_ch4 not in pamset. Using default value 0.091915

Parameter ref_yr not in pamset. Using default value 2010

Parameter beta_f not in pamset. Using default value 0.287

Surface Air Temperature Change

Atmospheric Concentrations|CO2

Effective Radiative Forcing

Effective Radiative Forcing|CO2

Effective Radiative Forcing|CH4

Effective Radiative Forcing|N2O

Effective Radiative Forcing|Greenhouse Gases

Effective Radiative Forcing|Aerosols

Effective Radiative Forcing|Aerosols|Direct Effect|BC

Effective Radiative Forcing|Aerosols|Direct Effect|OC

Effective Radiative Forcing|Aerosols|Direct Effect|SOx

Effective Radiative Forcing|Aerosols|Direct Effect

Effective Radiative Forcing|Aerosols|Indirect Effect

Parameter threstemp not in pamset. Using default value 7.0

Parameter foan not in pamset. Using default value 0.61

Parameter foas not in pamset. Using default value 0.81

Parameter ebbeta not in pamset. Using default value 0.0

Parameter fnso not in pamset. Using default value 0.7531

Parameter lm not in pamset. Using default value 40

Parameter ldtime not in pamset. Using default value 12

Parameter qbmb not in pamset. Using default value 0.0

Parameter qo3 not in pamset. Using default value 0.5

Parameter qh2o_ch4 not in pamset. Using default value 0.091915

Parameter ref_yr not in pamset. Using default value 2010

Parameter beta_f not in pamset. Using default value 0.287

Surface Air Temperature Change

Atmospheric Concentrations|CO2

Effective Radiative Forcing

Effective Radiative Forcing|CO2

Effective Radiative Forcing|CH4

Effective Radiative Forcing|N2O

Effective Radiative Forcing|Greenhouse Gases

Effective Radiative Forcing|Aerosols

Effective Radiative Forcing|Aerosols|Direct Effect|BC

Effective Radiative Forcing|Aerosols|Direct Effect|OC

Effective Radiative Forcing|Aerosols|Direct Effect|SOx

Effective Radiative Forcing|Aerosols|Direct Effect

Effective Radiative Forcing|Aerosols|Indirect Effect

Parameter threstemp not in pamset. Using default value 7.0

Parameter foan not in pamset. Using default value 0.61

Parameter foas not in pamset. Using default value 0.81

Parameter ebbeta not in pamset. Using default value 0.0

Parameter fnso not in pamset. Using default value 0.7531

Parameter lm not in pamset. Using default value 40

Parameter ldtime not in pamset. Using default value 12

Parameter qbmb not in pamset. Using default value 0.0

Parameter qo3 not in pamset. Using default value 0.5

Parameter qh2o_ch4 not in pamset. Using default value 0.091915

Parameter ref_yr not in pamset. Using default value 2010

Parameter beta_f not in pamset. Using default value 0.287

Surface Air Temperature Change

Atmospheric Concentrations|CO2

Effective Radiative Forcing

Effective Radiative Forcing|CO2

Effective Radiative Forcing|CH4

Effective Radiative Forcing|N2O

Effective Radiative Forcing|Greenhouse Gases

Effective Radiative Forcing|Aerosols

Effective Radiative Forcing|Aerosols|Direct Effect|BC

Effective Radiative Forcing|Aerosols|Direct Effect|OC

Effective Radiative Forcing|Aerosols|Direct Effect|SOx

Effective Radiative Forcing|Aerosols|Direct Effect

Effective Radiative Forcing|Aerosols|Indirect Effect

2024-01-30 14:07:56 openscm_runner.adapters.ciceroscm_py_adapter.ciceroscmpy MainThread - INFO:  Finished run

2024-01-30 14:07:56 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  {'NF3', 'C5F12', 'HFC152a', 'HFC365mfc', 'C3F8', 'CH3Cl', 'HFC236fa', 'C7F16', 'CH2Cl2', 'CHCl3', 'C8F18', 'cC4F8', 'Halon1202', 'C4F10', 'SO2F2'} not used by CICERO-SCM

2024-01-30 14:07:56 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No HCFC-123 data available, using ssp245

2024-01-30 14:07:56 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No BMB_AEROS_BC data available, using ssp245

2024-01-30 14:07:56 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No BMB_AEROS_OC data available, using ssp245

Parameter idtm not in pamset. Using default value 24

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:39: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_gas = pd.read_csv(filename, delim_whitespace=True, index_col=0)

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:98: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_input = pd.read_csv(

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/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

Parameter threstemp not in pamset. Using default value 7.0

Parameter foan not in pamset. Using default value 0.61

Parameter foas not in pamset. Using default value 0.81

Parameter ebbeta not in pamset. Using default value 0.0

Parameter fnso not in pamset. Using default value 0.7531

Parameter lm not in pamset. Using default value 40

Parameter ldtime not in pamset. Using default value 12

Parameter qbmb not in pamset. Using default value 0.0

Parameter qo3 not in pamset. Using default value 0.5

Parameter qh2o_ch4 not in pamset. Using default value 0.091915

Parameter ref_yr not in pamset. Using default value 2010

Parameter beta_f not in pamset. Using default value 0.287

Surface Air Temperature Change

Atmospheric Concentrations|CO2

Effective Radiative Forcing

Effective Radiative Forcing|CO2

Effective Radiative Forcing|CH4

Effective Radiative Forcing|N2O

Effective Radiative Forcing|Greenhouse Gases

Effective Radiative Forcing|Aerosols

Effective Radiative Forcing|Aerosols|Direct Effect|BC

Effective Radiative Forcing|Aerosols|Direct Effect|OC

Effective Radiative Forcing|Aerosols|Direct Effect|SOx

Effective Radiative Forcing|Aerosols|Direct Effect

Effective Radiative Forcing|Aerosols|Indirect Effect

2024-01-30 14:07:58 openscm_runner.adapters.ciceroscm_py_adapter.ciceroscmpy MainThread - INFO:  Finished run

2024-01-30 14:07:58 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  {'NF3', 'C5F12', 'HFC152a', 'HFC365mfc', 'C3F8', 'CH3Cl', 'HFC236fa', 'C7F16', 'CH2Cl2', 'CHCl3', 'C8F18', 'cC4F8', 'Halon1202', 'C4F10', 'SO2F2'} not used by CICERO-SCM

2024-01-30 14:07:58 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No HCFC-123 data available, using ssp245

2024-01-30 14:07:59 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No BMB_AEROS_BC data available, using ssp245

2024-01-30 14:07:59 openscm_runner.adapters.utils.cicero_utils.make_scenario_common MainThread - WARNING:  No BMB_AEROS_OC data available, using ssp245

Parameter idtm not in pamset. Using default value 24

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:39: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_gas = pd.read_csv(filename, delim_whitespace=True, index_col=0)

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:98: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_input = pd.read_csv(

11

12

113

114

115

22

141

123

142

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/ciceroscm/input_handler.py:513: FutureWarning: The 'delim_whitespace' keyword in pd.read_csv is deprecated and will be removed in a future version. Use ``sep='\s+'`` instead
  df_data = pd.read_csv(

Parameter threstemp not in pamset. Using default value 7.0

Parameter foan not in pamset. Using default value 0.61

Parameter foas not in pamset. Using default value 0.81

Parameter ebbeta not in pamset. Using default value 0.0

Parameter fnso not in pamset. Using default value 0.7531

Parameter lm not in pamset. Using default value 40

Parameter ldtime not in pamset. Using default value 12

Parameter qbmb not in pamset. Using default value 0.0

Parameter qo3 not in pamset. Using default value 0.5

Parameter qh2o_ch4 not in pamset. Using default value 0.091915

Parameter ref_yr not in pamset. Using default value 2010

Parameter beta_f not in pamset. Using default value 0.287

Surface Air Temperature Change

Atmospheric Concentrations|CO2

Effective Radiative Forcing

Effective Radiative Forcing|CO2

Effective Radiative Forcing|CH4

Effective Radiative Forcing|N2O

Effective Radiative Forcing|Greenhouse Gases

Effective Radiative Forcing|Aerosols

Effective Radiative Forcing|Aerosols|Direct Effect|BC

Effective Radiative Forcing|Aerosols|Direct Effect|OC

Effective Radiative Forcing|Aerosols|Direct Effect|SOx

Effective Radiative Forcing|Aerosols|Direct Effect

Effective Radiative Forcing|Aerosols|Indirect Effect

Parameter threstemp not in pamset. Using default value 7.0

Parameter foan not in pamset. Using default value 0.61

Parameter foas not in pamset. Using default value 0.81

Parameter ebbeta not in pamset. Using default value 0.0

Parameter fnso not in pamset. Using default value 0.7531

Parameter lm not in pamset. Using default value 40

Parameter ldtime not in pamset. Using default value 12

Parameter qbmb not in pamset. Using default value 0.0

Parameter qo3 not in pamset. Using default value 0.5

Parameter qh2o_ch4 not in pamset. Using default value 0.091915

Parameter ref_yr not in pamset. Using default value 2010

Parameter beta_f not in pamset. Using default value 0.287

Surface Air Temperature Change

Atmospheric Concentrations|CO2

Effective Radiative Forcing

Effective Radiative Forcing|CO2

Effective Radiative Forcing|CH4

Effective Radiative Forcing|N2O

Effective Radiative Forcing|Greenhouse Gases

Effective Radiative Forcing|Aerosols

Effective Radiative Forcing|Aerosols|Direct Effect|BC

Effective Radiative Forcing|Aerosols|Direct Effect|OC

Effective Radiative Forcing|Aerosols|Direct Effect|SOx

Effective Radiative Forcing|Aerosols|Direct Effect

Effective Radiative Forcing|Aerosols|Indirect Effect

Parameter threstemp not in pamset. Using default value 7.0

Parameter foan not in pamset. Using default value 0.61

Parameter foas not in pamset. Using default value 0.81

Parameter ebbeta not in pamset. Using default value 0.0

Parameter fnso not in pamset. Using default value 0.7531

Parameter lm not in pamset. Using default value 40

Parameter ldtime not in pamset. Using default value 12

Parameter qbmb not in pamset. Using default value 0.0

Parameter qo3 not in pamset. Using default value 0.5

Parameter qh2o_ch4 not in pamset. Using default value 0.091915

Parameter ref_yr not in pamset. Using default value 2010

Parameter beta_f not in pamset. Using default value 0.287

Surface Air Temperature Change

Atmospheric Concentrations|CO2

Effective Radiative Forcing

Effective Radiative Forcing|CO2

Effective Radiative Forcing|CH4

Effective Radiative Forcing|N2O

Effective Radiative Forcing|Greenhouse Gases

Effective Radiative Forcing|Aerosols

Effective Radiative Forcing|Aerosols|Direct Effect|BC

Effective Radiative Forcing|Aerosols|Direct Effect|OC

Effective Radiative Forcing|Aerosols|Direct Effect|SOx

Effective Radiative Forcing|Aerosols|Direct Effect

Effective Radiative Forcing|Aerosols|Indirect Effect

2024-01-30 14:08:24 openscm_runner.adapters.ciceroscm_py_adapter.ciceroscmpy MainThread - INFO:  Finished run

Surface Air Temperature Change

Atmospheric Concentrations|CO2

Effective Radiative Forcing

Effective Radiative Forcing|CO2

Effective Radiative Forcing|CH4

Effective Radiative Forcing|N2O

Effective Radiative Forcing|Greenhouse Gases

Effective Radiative Forcing|Aerosols

Effective Radiative Forcing|Aerosols|Direct Effect|BC

Effective Radiative Forcing|Aerosols|Direct Effect|OC

Effective Radiative Forcing|Aerosols|Direct Effect|SOx

Effective Radiative Forcing|Aerosols|Direct Effect

Effective Radiative Forcing|Aerosols|Indirect Effect

2024-01-30 14:08:26 openscm_runner.adapters.ciceroscm_py_adapter.ciceroscmpy MainThread - INFO:  Finished run

2024-01-30 14:08:26 openscm_runner.adapters.utils.cicero_utils._run_ciceroscm_parallel MainThread - INFO:  Appending CICERO-SCM results into a single ScmRun

2024-01-30 14:08:26 openscm_runner.run MainThread - INFO:  Only one model run, returning its results

res.head()

						time	1750-01-01 00:00:00	1751-01-01 00:00:00	1752-01-01 00:00:00	1753-01-01 00:00:00	1754-01-01 00:00:00	1755-01-01 00:00:00	1756-01-01 00:00:00	1757-01-01 00:00:00	1758-01-01 00:00:00	1759-01-01 00:00:00	...	2491-01-01 00:00:00	2492-01-01 00:00:00	2493-01-01 00:00:00	2494-01-01 00:00:00	2495-01-01 00:00:00	2496-01-01 00:00:00	2497-01-01 00:00:00	2498-01-01 00:00:00	2499-01-01 00:00:00	2500-01-01 00:00:00
climate_model	model	region	run_id	scenario	unit	variable
CICERO-SCM-PY	IMAGE	World	30040	ssp119	K	Surface Air Temperature Change	0.024533	0.039848	0.047527	0.050594	0.050361	0.045774	0.017755	0.019224	0.029289	0.042297	...	-1.709923	-1.710202	-1.710480	-1.710758	-1.711034	-1.711310	-1.711585	-1.711858	-1.712131	-1.712403
					ppm	Atmospheric Concentrations|CO2	278.037703	278.072183	278.104705	278.135873	278.166063	278.195537	278.224562	278.253198	278.281554	278.309720	...	318.820909	318.804120	318.787365	318.770644	318.753957	318.737303	318.720684	318.704099	318.687548	318.671032
					W/m^2	Effective Radiative Forcing	0.259367	0.242095	0.213386	0.178202	0.144341	0.096575	-0.135500	0.013334	0.143706	0.222568	...	-3.405112	-3.405456	-3.405799	-3.406141	-3.406482	-3.406822	-3.407161	-3.407500	-3.407837	-3.408173
						Effective Radiative Forcing|CO2	0.000000	0.000690	0.001342	0.001965	0.002570	0.003160	0.003741	0.004314	0.004881	0.005445	...	0.764864	0.764568	0.764273	0.763978	0.763684	0.763391	0.763098	0.762805	0.762514	0.762222
						Effective Radiative Forcing|CH4	0.000000	0.000279	0.000964	0.001437	0.001803	0.002147	0.002588	0.002892	0.003094	0.003024	...	0.029861	0.029861	0.029861	0.029861	0.029861	0.029861	0.029861	0.029861	0.029862	0.029862

5 rows × 751 columns

res.tail()

						time	1750-01-01 00:00:00	1751-01-01 00:00:00	1752-01-01 00:00:00	1753-01-01 00:00:00	1754-01-01 00:00:00	1755-01-01 00:00:00	1756-01-01 00:00:00	1757-01-01 00:00:00	1758-01-01 00:00:00	1759-01-01 00:00:00	...	2491-01-01 00:00:00	2492-01-01 00:00:00	2493-01-01 00:00:00	2494-01-01 00:00:00	2495-01-01 00:00:00	2496-01-01 00:00:00	2497-01-01 00:00:00	2498-01-01 00:00:00	2499-01-01 00:00:00	2500-01-01 00:00:00
climate_model	model	region	run_id	scenario	unit	variable
CICERO-SCM-PY	REMIND-MAGPIE	World	1	ssp585	W/m^2	Effective Radiative Forcing|Aerosols|Direct Effect|BC	0.0	-0.000144	-0.000143	-0.000024	0.000173	0.000100	0.000128	0.000388	0.000127	0.000341	...	-0.003387	-0.003387	-0.003387	-0.003387	-0.003387	-0.003387	-0.003387	-0.003387	-0.003387	-0.003387
						Effective Radiative Forcing|Aerosols|Direct Effect|OC	-0.0	0.000085	0.000070	-0.000027	-0.000178	-0.000142	-0.000173	-0.000367	-0.000201	-0.000363	...	-0.007106	-0.007106	-0.007106	-0.007106	-0.007106	-0.007106	-0.007106	-0.007106	-0.007106	-0.007106
						Effective Radiative Forcing|Aerosols|Direct Effect|SOx	-0.0	0.000095	0.000129	0.000088	-0.000066	-0.000007	0.000063	-0.000203	-0.000119	-0.000101	...	0.001335	0.001335	0.001335	0.001335	0.001335	0.001335	0.001335	0.001335	0.001335	0.001335
						Effective Radiative Forcing|Aerosols|Direct Effect	0.0	0.000037	0.000056	0.000037	-0.000071	-0.000049	0.000018	-0.000182	-0.000194	-0.000124	...	-0.009158	-0.009158	-0.009158	-0.009158	-0.009158	-0.009158	-0.009158	-0.009158	-0.009158	-0.009158
						Effective Radiative Forcing|Aerosols|Indirect Effect	-0.0	0.000107	0.000145	0.000099	-0.000075	-0.000008	0.000071	-0.000228	-0.000134	-0.000113	...	0.001502	0.001502	0.001502	0.001502	0.001502	0.001502	0.001502	0.001502	0.001502	0.001502

5 rows × 751 columns

plot_kwargs = dict(
    quantiles_plumes=[((0.05, 0.95), 0.5), ((0.5,), 1.0)],
    quantile_over="run_id",
    hue_var="scenario",
    style_var="model",
    style_label="IAM",
    time_axis="year",
)

ax = plt.figure(figsize=(12, 7)).add_subplot(111)
res.filter(variable="Surface Air Temperature Change").plumeplot(ax=ax, **plot_kwargs)
ax.axhline(1.1)
ax.axvline(2018)

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/scmdata/run.py:197: PerformanceWarning: DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` many times, which has poor performance.  Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`
  df.reset_index(inplace=True)
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/scmdata/run.py:197: PerformanceWarning: DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` many times, which has poor performance.  Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`
  df.reset_index(inplace=True)
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/scmdata/run.py:197: PerformanceWarning: DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` many times, which has poor performance.  Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`
  df.reset_index(inplace=True)
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/scmdata/run.py:197: PerformanceWarning: DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` many times, which has poor performance.  Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`
  df.reset_index(inplace=True)
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/scmdata/run.py:197: PerformanceWarning: DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` many times, which has poor performance.  Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`
  df.reset_index(inplace=True)
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/scmdata/run.py:197: PerformanceWarning: DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` many times, which has poor performance.  Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`
  df.reset_index(inplace=True)
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/scmdata/run.py:197: PerformanceWarning: DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` many times, which has poor performance.  Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`
  df.reset_index(inplace=True)

<matplotlib.lines.Line2D at 0x7fc87e8cd6d0>

ax = plt.figure(figsize=(12, 7)).add_subplot(111)
res.filter(variable="Atmospheric Concentrations|CO2").plumeplot(ax=ax, **plot_kwargs)

/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/scmdata/run.py:197: PerformanceWarning: DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` many times, which has poor performance.  Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`
  df.reset_index(inplace=True)
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/scmdata/run.py:197: PerformanceWarning: DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` many times, which has poor performance.  Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`
  df.reset_index(inplace=True)
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/scmdata/run.py:197: PerformanceWarning: DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` many times, which has poor performance.  Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`
  df.reset_index(inplace=True)
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/scmdata/run.py:197: PerformanceWarning: DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` many times, which has poor performance.  Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`
  df.reset_index(inplace=True)
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/scmdata/run.py:197: PerformanceWarning: DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` many times, which has poor performance.  Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`
  df.reset_index(inplace=True)
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/scmdata/run.py:197: PerformanceWarning: DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` many times, which has poor performance.  Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`
  df.reset_index(inplace=True)
/home/docs/checkouts/readthedocs.org/user_builds/openscm-runner/envs/v0.13.0/lib/python3.9/site-packages/scmdata/run.py:197: PerformanceWarning: DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` many times, which has poor performance.  Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`
  df.reset_index(inplace=True)

(<Axes: ylabel='ppm'>,
 [<matplotlib.patches.Patch at 0x7fc87e560fa0>,
  <matplotlib.collections.PolyCollection at 0x7fc87e4abee0>,
  <matplotlib.lines.Line2D at 0x7fc87ecb8f40>,
  <matplotlib.patches.Patch at 0x7fc87e4c85e0>,
  <matplotlib.lines.Line2D at 0x7fc87e560b20>,
  <matplotlib.lines.Line2D at 0x7fc87e4f3700>,
  <matplotlib.lines.Line2D at 0x7fc87e67b3a0>,
  <matplotlib.lines.Line2D at 0x7fc87e4d52b0>,
  <matplotlib.lines.Line2D at 0x7fc87e4d53d0>,
  <matplotlib.lines.Line2D at 0x7fc87e4d5af0>,
  <matplotlib.lines.Line2D at 0x7fc87e543c40>,
  <matplotlib.lines.Line2D at 0x7fc87e543ee0>,
  <matplotlib.lines.Line2D at 0x7fc87e4c8940>,
  <matplotlib.lines.Line2D at 0x7fc87e4c89a0>,
  <matplotlib.patches.Patch at 0x7fc87e4c83d0>,
  <matplotlib.lines.Line2D at 0x7fc87e4c8610>,
  <matplotlib.lines.Line2D at 0x7fc87e4c82e0>,
  <matplotlib.lines.Line2D at 0x7fc87e4c8670>,
  <matplotlib.lines.Line2D at 0x7fc87e4c8eb0>,
  <matplotlib.lines.Line2D at 0x7fc87e4c8e80>])

ax = plt.figure(figsize=(12, 7)).add_subplot(111)
ax, legend_items = res.filter(
    variable="Effective Radiative Forcing*",
    scenario="ssp245",
    year=range(2000, 2030),
).plumeplot(
    quantiles_plumes=[((0.05, 0.95), 0.5), ((0.5,), 1.0)],
    quantile_over="run_id",
    hue_var="variable",
    hue_label="Variable",
    style_var="scenario",
    style_label="Scenario",
    ax=ax,
    time_axis="year",
)
ax.legend(handles=legend_items, ncol=2, loc="center right")

<matplotlib.legend.Legend at 0x7fc87e868820>