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@prefix dcterms: <http://purl.org/dc/terms/> . @prefix xsd: <http://www.w3.org/2001/XMLSchema#> . @prefix prov: <http://www.w3.org/ns/prov#> . @prefix dbpedia_owl: <http://dbpedia.org/ontology/> . @prefix gcis: <http://data.globalchange.gov/gcis.owl#> . @prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> . @prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> . <https://data.globalchange.gov/activity/1cb52eba-nca3-cmip5-r1-process> dcterms:identifier "1cb52eba-nca3-cmip5-r1-process"; ## Duration of the activity dcterms:extent [ rdf:value "100 hours"^^xsd:string ] ; ## Output datafiles dbpedia_owl:filename "pr_rcp45_1970-1999_2071-2099_percent_change.nc_hatched_North_America_AR5_white.nc\r\nCustom python codes written by Michael Wehner\r\nconfig.py\r\nplot_north_american_categories.py\r\nplot_north_american_precip.py\r\nplot_hawaii_precip.py\r\nSummertime_precip.eps\r\nSummertime_categories.eps\r\nrcp45.png\r\nAPP_precip_summer projections_V6.png"^^xsd:string; ## Computing environment gcis:computingEnvironmentsUsed "Linux (Red Hat Enterprise Linux Server release 6.4)"^^xsd:string; ## assignment of responsibility to an agent for an activity, indicating that the agent ## had a role in the activity. It further allows for a plan to be specified, which is ## the plan intended by the agent to achieve some goals in the context of this activity. prov:qualifiedAssociation [ a prov:Association ; prov:agent [ a prov:SoftwareAgent, gcis:Software ; rdfs:label "Python (v2.7.6)"^^xsd:string; ] ; prov:hadPlan [ a prov:Plan; rdf:value "1. For each model at each grid point, the mean summer precipitation under the RCP 4.5 scenario was calculated.\r\n2. For each model, these data were re-gridded to a common grid.\r\n3. For each model at each grid point, the mean summer precipitation was calculated under the RCP 4.5 scenario for 2071-2099 and under the historical scenario for 1970-1999 for the same subset of CMIP3 models.\r\n4. At each grid point, the mean summer precipitation for the two periods was computed by averaging the following models:\r\nACCESS1-0, ACCESS1-3, bcc-csm1-1, CanESM2, CCSM4, CESM1-BGC, CESM1-CAM5, CMCC-CM, CNRM-CM5, CSIRO-Mk3-6-0, EC-EARTH, FGOALS-g2, FGOALS-s2, FIO-ESM, GFDL-CM3, GFDL-ESM2G, GFDL-ESM2M, GISS-E2-R_p1, GISS-E2-R_p2, GISS-E2-R_p3, HadGEM2-CC, HadGEM2-ES, inmcm4, IPSL-CM5A-LR, IPSL-CM5A-MR, MIROC5, MIROC-ESM-CHEM, MIROC-ESM, MPI-ESM-LR, MPI-ESM-MR, MRI-CGCM3, NorESM1-ME, and NorESM1-M.\r\n5. At each grid point, the difference in projected summer precipitation was calculated for 2071-2099 minus 1970-1999.\r\n6. Data were plotted for all grid points in North America with hatching/white-out applied as follows:\r\nIf the average change is twice as large as the average 20-year standard deviation from the reference period model run and 90% of the models agree in sign, then hatching is applied to those grid points. If the average change is less than the average 20-year standard deviation from the reference period model run, then those grid points are whited out (Methodology as used in IPCC AR5 WG1 report, chapter 12)."^^xsd:string; ] ; ] ; a prov:Activity . ## The following entity was derived from a dataset using this activity <https://data.globalchange.gov/image/1cb52eba-e9f1-4fe5-b3b7-369150c5e19d> prov:wasDerivedFrom <https://data.globalchange.gov/dataset/wcrp-cmip5-multi-model-ensemble>; prov:wasGeneratedBy <https://data.globalchange.gov/activity/1cb52eba-nca3-cmip5-r1-process>.