ConFire Model input/output for South America
DOI10.5281/zenodo.4298902Zenodo4298902MaRDI QIDQ6696917
Dataset published at Zenodo repository.
Ning Dong, Douglas I. Kelley, Rhys Whitley, Megan A. J. Brown, C. Huntingford, Chantelle Burton
Publication date: 30 November 2020
Copyright license: Creative Commons Attribution 4.0 International
ConFIRE input and output used in the submission of Kelley et al. Low Climatic Influence found in 2019 Amazonia Fires. input dir including amazon_inference_data-2002-MCDBA_obs-TERRA_M__T.csv, just contains a csv file of all common grid data in other input subdirectories, which can be used in optimise_run_model/bayesian_inference.ipynb notebook. The files in the subdirectories are then used to make gridded model output using optimise_run_model/make_model_output.ipynb. Output, also provided, is summerized in the files inoutputs/sampled_posterior_ConFire_solutions/constant_post_2018_full_2002_BG2020/ The three files contain: fire_summary_frequancy_of_counts.nc - Contains one spatial variable (long name firecount frequency of occurrence) is the probability of a fire count (along the model_level_number dimension) at a particular month (time dimension) according to the models full posterior, \(P(y_j)\)(see papers supplementary).All months start on Jan 2001. fire_summary_precentile.nc -Contains one spatial variable (long name firecount at percentile), the fire count at each percentile of the full posterior in 1% increments from 1-99% (along themodel_level_number dimension). Note, by definition, the 0a nd 100% percentile is 0 and\(\infty \). fire_summary_observed_liklihood.nc - the position ( variable_0) and p-value (variable) of MCD64A1 in the model posterior. model_summary.nc - Summary of each variable of ConFire: burnt_area: burnt area or fire count summary, described as percentiles as per fire_summary_precentile, but this time just assessing parameter uncertainty, i.e\(P(\beta | Y_s)\)in supplementary of paper. All other variables describe different model controls in the same burnt_area. Full information on how controls are constructed can be found in Kelley et al. (2019) with updates listed in supplementary of this paper. fuel_continuity, moisture_content, ignitions, suppression are the actual values of the control standard_control is the standard limitation imposed by the control. potential_control is the potential limitation sensitivity_control is the senstivity of fire to a particular control. See Kelley et al. 2019 for the definition of limitation typesand sensitivity Kelley, D.I., Bistinas, I., Whitley, R.et al.How contemporary bioclimatic and human controls change global fire regimes.Nat. Clim. Chang.9,690696 (2019) doi:10.1038/s41558-019-0540-7
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