Characterizing ozone sensitivity to urban greening in Los Angeles under current day and future anthropogenic emissions scenarios

This dataset contains outputs from WRF-Chem version 3.7 and a jupyter notebook (Python 3.0) script that were used to generate the figures included in the manuscript.  Each numpy file contains data from July 1, 2012 00:00 LST - July 31, 2012 23:00 LST. Dataset contents and naming conventions are described below.

• The directory called "pubFigs" contains two jupyter notebooks that generate the figures referenced in the main text (Final_Figures.ipynb) and supplementary information (Final_SI_Figs.ipynb). Figures are generated using processed WRF output data for each of the simulations described in the manuscript. 
• Files that end with "2012runbc.npy" correspond to the Baseline simulation
• Files ending with "GVF.npy" correspond to the GVF50 simulation
• Files ending with "BVOC_Low", "BVOC_Med", and "BVOC_High" correspond to the low, medium, and high BVOC emissions scenarios
• Files ending with "LA100" used the future anthropogenic emissions scenario
• Files that do not end with "LA100" used the current day anthropogenic emissions scenario
• An additional file called "Pouya_LU.npy" contains the land cover/ land use codes from our model configuration and is used to plot diurnal cycles of urban and nonurban land cover.

Dataset contents and units:

• apinene_hourly_[simulation name].npy: hourly alpha-pinene emissions; mol/km²/hr

• bpinene_hourly_[simulation name].npy: hourly beta-pinene emissions; mol/km²/hr

• co_hourly_[simulation name].npy: hourly CO concentrations; ppm

• Daily8HourMaxO3_[simulation name].npy: daily maximum 8-hour O₃ concentrations; ppb

• delta_dm8ho3_census_tract_avgs.npy: Change in daily maximum 8-hour O₃ concentrations aggregated  to the census tract level; ppb

• isoprene_hourly_[simulation name].npy: hourly isoprene emissions; mol/km²/hr

• msebio_iso_[simulation name].npy: base isoprene emission factors used as inputs to MEGAN; mol/km²/hr

• NO2_hourly_[simulation name].npy: hourly NO2 concentrations; ppm

• NO_hourly_[simulation name].npy: hourly NO concentrations; ppm

• O3_hourly_[simulation name].npy: hourly O3 concentrations; ppm

• pftp_bt_[simulation name].npy: gridded plant functional type distribution for broad leaf trees used as inputs to MEGAN; %

• pftp_nt_[simulation name].npy: gridded plant functional type distribution for needle leaf trees used as inputs to MEGAN; %

• gvf_[simulation name].npy: pixel-level green vegetation fraction; unitless

• T2_hourly_[simulation name].npy: 2m air temperature; K
• wspd_hourly_[simulation name].npy: windspeed; m/s

• wrfinput_d03: input file for WRF that is used for plotting

• wrfout_d03_2012-07-01_09:00:00: WRF output file used for plotting

• urbfrac_2012runbc.npy: urban fraction data for all simulations; unitless

• pop_joined_wrfgrid.csv: WRF grid indices/latitudes and longitude matched to census tract IDs