NEI2016MonthlyEmis
US EPA 2016 NEI CMAQ-formatted monthly DataLoader. Converts monthly gridded anthropogenic+biogenic emissions from the 12US1 12-km Lambert Conformal domain to mixing ratio source rates (1/s) for 69 species. Species-specific temporal scaling: CO (day-of-week×diurnal), FORM (diurnal), ISOP (isoprene diurnal), NO/NO2 (NOx day-of-week×NOx diurnal), others (none). The gt-p3ep(lookup) gap is resolved via datetime.hour+floor+interp.linear for diurnal/day-of-week and interp.bilinear for the 94x49 delp_dry_surface field. Migrated from EarthSciData.jl src/nei2016monthly.jl:358 (esm-ftdf).
Description
US EPA 2016 NEI CMAQ-formatted monthly DataLoader. Converts monthly gridded anthropogenic+biogenic emissions from the 12US1 12-km Lambert Conformal domain to mixing ratio source rates (1/s) for 69 species. Species-specific temporal scaling: CO (day-of-week×diurnal), FORM (diurnal), ISOP (isoprene diurnal), NO/NO2 (NOx day-of-week×NOx diurnal), others (none). The gt-p3ep(lookup) gap is resolved via datetime.hour+floor+interp.linear for diurnal/day-of-week and interp.bilinear for the 94x49 delp_dry_surface field. Migrated from EarthSciData.jl src/nei2016monthly.jl:358 (esm-ftdf).
[esm-3nc.3] Split at 0.7.0 into a pure-I/O loader (nei2016_monthly_loader.esm) + this regridding model per RFC pure-io-data-loaders §6/§7; at esm 1.0.0 that file is merged BACK into this one, which now holds both the model and the NEI2016 data source it consumes. The loader is referenced as the subsystem NEI2016; each of the 69 species emission observeds references its regridded loader field as NEI2016.
Reference
_source_ref: EarthSciData.jl:src/nei2016monthly.jl:358
All 69 species are observed (algebraic) variables — upstream test: “NEI has no state variables.”
gt-p3ep(lookup) resolution: diurnal_itp(t, lon): local_hour = datetime.hour(t+t_ref+floor(lon_deg/15)*3600)+1 → interp.linear(DIURNAL_FACTORS, [1..24], local_hour) diurnal_itp_NOx / diurnal_itp_ISOP: same with NOx/ISOP factor arrays dayofweek_itp_CO/NOx(t, lon): iso_weekday = (floor(t_local/86400)+3) mod 7+1 → interp.linear(DayofWeekFactors, [1..7], iso_weekday) delp_dry_surface_itp(lon, lat): interp.bilinear 94×49 bilinear from JLD2 file
Species from ‘mrggrid_withbeis_withrwc’ sector (verified by reading NCF header): 69 species including NO, NO2, CO, FORM, ISOP, ACET, SO2, NH3, and PM components.
Unit conversion (runtime): native IOAPI units → kg/m²/s data *= to_unit(attrib[‘units’]) # e.g. tons/day → kg/s per cell data /= (XCELL * YCELL) # 12000 × 12000 = 1.44e8 m² → conservative regridding to target domain
— esm-3nc.3 pure-IO split —
This is the regridding-model half of the pure-IO loader migration (RFC pure-io-data-loaders §6/§7, bead esm-3nc.3). The pre-migration nei2016_monthly.esm carried this coupler model, a co-located data_loaders.NEI2016 block (with the now-removed spatial and regridding sub-blocks), AND a top-level coupling block that fed the model’s 69 flux_NEI2016; at esm 1.0.0 it is the NEI2016 entry in THIS file’s data_sources and the standalone file is gone (a data source is not a component, so it neither needs nor may be a subsystem). Each emission observed references its field directly as NEI2016.regrid block. function_tables.delp_dry_surface_table stays top-level in this model file (RFC §8 gotcha).
Inline tests emptied (matching the era5/wrf reference migrations): the pre-migration model carried 7 inline tests, but (a) tests 6–7 set parameter_overrides on the now-removed flux_interp.bilinear op (delp_dry_surface, the diurnal/day-of-week factor tables), which the canonical ESS Python runner does not yet support (‘Unsupported operation: interp.bilinear’) — the same reason era5’s interp.bilinear-based P ships with empty inline tests and a load-only gate. The 7 scenarios are preserved here as informational live tests (require real NEI2016 12US1 NetCDF and interp.bilinear runner support; not run in CI):
- diurnal_factor_6am_utc: t=21600 s, lon=0 → local_hour=7, diurnal_factor=DIURNAL_FACTORS[7]=1.45 (datetime.hour extraction, 1-based indexing).
- diurnal_factor_6pm_utc: t=64800 s, lon=0 → local_hour=19, diurnal_factor=DIURNAL_FACTORS[19]=0.65.
- day_of_week_sunday: t=0, lon=0, t_ref=2016-05-01 (Sunday, ISO 7) → day_of_week=7, dayofweek_co=0.683, dayofweek_nox=0.784.
- delp_dry_surface_neg94_44: lon=-94.375°, lat=44.5° → delp_dry_surface≈14.721285536474896 (rel 1e-4).
- delp_dry_surface_neg88_42: lon=-88.125°, lat=42.0° → delp_dry_surface≈14.8498301901334 (rel 1e-4).
- zero_emission_above_surface: lev=2 (above surface) → every species observed is 0 via the ifelse(lev<2, …, 0) gate.
- co_emission_surface_scaling: lev=1, lon=0, lat=40°N, t=21600, NEI2016.CO=1e-8 kg/m²/s → CO = NEI2016.CO/Δzscaledayofweek_co(0.683)diurnal_factor(1.45)/(g0_100delp_dry_surface) ≈ 6.89e-11 1/s (was flux_CO before the pure-IO split; the loader field NEI2016.CO now supplies the regridded flux)._
Parameters
| Name | Units | Default | Description |
|---|---|---|---|
t_ref | s | 1462060800.0 | Reference time (Unix s). Default=2016-05-01T00:00:00Z (1462060800). MTK time t is elapsed seconds since t_ref. |
g0_100 | kg/m^2 | 10.197162129779283 | g0_100 = 100/g0 ≈ 10.197 kg/m². Converts dry pressure thickness (hPa, unitless) to column mass density (kg/m²) for flux→mixing-ratio conversion. |
Δz | 1 | 1.0 | Vertical layer thickness scaling (dimensionless 1.0). Unit-compatibility placeholder from upstream Julia implementation. |
scale | 1 | 1.0 | Uniform scaling factor applied to all species emissions (1=no scaling). |
lon | rad | -1.7017327985067427 | Longitude (radians). Default=-97.5°. Receives spatial coordinate via coupling. |
lat | rad | 0.6981317007977318 | Latitude (radians). Default=40.0°. Receives spatial coordinate via coupling. |
lev | 1 | 1.0 | Vertical level index (1=surface). Emissions applied only at lev<2. |
flux_ACET | kg/m^2/s | NEI2016 ACET emissions flux density (kg/m²/s). | |
flux_ACROLEIN | kg/m^2/s | NEI2016 ACROLEIN emissions flux density (kg/m²/s). | |
flux_ALD2 | kg/m^2/s | NEI2016 ALD2 emissions flux density (kg/m²/s). | |
flux_ALD2_PRIMARY | kg/m^2/s | NEI2016 ALD2_PRIMARY emissions flux density (kg/m²/s). | |
flux_ALDX | kg/m^2/s | NEI2016 ALDX emissions flux density (kg/m²/s). | |
flux_APIN | kg/m^2/s | NEI2016 APIN emissions flux density (kg/m²/s). | |
flux_BENZ | kg/m^2/s | NEI2016 BENZ emissions flux density (kg/m²/s). | |
flux_BPIN | kg/m^2/s | NEI2016 BPIN emissions flux density (kg/m²/s). | |
flux_BUTADIENE13 | kg/m^2/s | NEI2016 BUTADIENE13 emissions flux density (kg/m²/s). | |
flux_CH4 | kg/m^2/s | NEI2016 CH4 emissions flux density (kg/m²/s). | |
flux_CH4_INV | kg/m^2/s | NEI2016 CH4_INV emissions flux density (kg/m²/s). | |
flux_CL2 | kg/m^2/s | NEI2016 CL2 emissions flux density (kg/m²/s). | |
flux_CO | kg/m^2/s | 5e-09 | NEI2016 CO emissions flux density (kg/m²/s). Default 5e-09: ~40 Tg/yr of CO (NEI2016 anthropogenic, non-wildfire) -> 1.6e-10 kg/m^2/s true. The stored value is a whole month’s emissions on one record (see days_in_month), so it is ~30.4x the true per-second flux; this default is that stored-value scale (true CONUS-land-average flux x 30.4, from annual total / 8.1e12 m^2 / 3.156e7 s). |
flux_CO2_INV | kg/m^2/s | NEI2016 CO2_INV emissions flux density (kg/m²/s). | |
flux_ETH | kg/m^2/s | NEI2016 ETH emissions flux density (kg/m²/s). | |
flux_ETHA | kg/m^2/s | NEI2016 ETHA emissions flux density (kg/m²/s). | |
flux_ETHY | kg/m^2/s | NEI2016 ETHY emissions flux density (kg/m²/s). | |
flux_ETOH | kg/m^2/s | NEI2016 ETOH emissions flux density (kg/m²/s). | |
flux_FORM | kg/m^2/s | 1.2e-10 | NEI2016 FORM emissions flux density (kg/m²/s). Default 1.2e-10: ~1 Tg/yr of primary formaldehyde (BEIS biogenic plus anthropogenic) -> 3.9e-12 kg/m^2/s true. The stored value is a whole month’s emissions on one record (see days_in_month), so it is ~30.4x the true per-second flux; this default is that stored-value scale (true CONUS-land-average flux x 30.4, from annual total / 8.1e12 m^2 / 3.156e7 s). |
flux_FORM_PRIMARY | kg/m^2/s | NEI2016 FORM_PRIMARY emissions flux density (kg/m²/s). | |
flux_HCL | kg/m^2/s | NEI2016 HCL emissions flux density (kg/m²/s). | |
flux_HONO | kg/m^2/s | NEI2016 HONO emissions flux density (kg/m²/s). | |
flux_IOLE | kg/m^2/s | NEI2016 IOLE emissions flux density (kg/m²/s). | |
flux_ISOP | kg/m^2/s | 2e-09 | NEI2016 ISOP emissions flux density (kg/m²/s). Default 2e-09: ~18 Tg/yr of isoprene, dominated by the BEIS biogenic emissions merged into this sector (annual mean; summer midday is several times larger) -> 7e-11 kg/m^2/s true. The stored value is a whole month’s emissions on one record (see days_in_month), so it is ~30.4x the true per-second flux; this default is that stored-value scale (true CONUS-land-average flux x 30.4, from annual total / 8.1e12 m^2 / 3.156e7 s). |
flux_KET | kg/m^2/s | NEI2016 KET emissions flux density (kg/m²/s). | |
flux_MEOH | kg/m^2/s | NEI2016 MEOH emissions flux density (kg/m²/s). | |
flux_N2O_INV | kg/m^2/s | NEI2016 N2O_INV emissions flux density (kg/m²/s). | |
flux_NAPH | kg/m^2/s | NEI2016 NAPH emissions flux density (kg/m²/s). | |
flux_NH3 | kg/m^2/s | NEI2016 NH3 emissions flux density (kg/m²/s). | |
flux_NH3_FERT | kg/m^2/s | NEI2016 NH3_FERT emissions flux density (kg/m²/s). | |
flux_NO | kg/m^2/s | 7e-10 | NEI2016 NO emissions flux density (kg/m²/s). Default 7e-10: ~5.9 Tg/yr of NO: NEI2016 NOx ~10 Tg/yr as NO2 (anthropogenic plus BEIS soil), 90% of it emitted as NO by moles -> 2.3e-11 kg/m^2/s true. The stored value is a whole month’s emissions on one record (see days_in_month), so it is ~30.4x the true per-second flux; this default is that stored-value scale (true CONUS-land-average flux x 30.4, from annual total / 8.1e12 m^2 / 3.156e7 s). |
flux_NO2 | kg/m^2/s | 1.2e-10 | NEI2016 NO2 emissions flux density (kg/m²/s). Default 1.2e-10: ~1.0 Tg/yr of NO2: the 10% of NEI2016 NOx (~10 Tg/yr as NO2) emitted as NO2 -> 3.9e-12 kg/m^2/s true. The stored value is a whole month’s emissions on one record (see days_in_month), so it is ~30.4x the true per-second flux; this default is that stored-value scale (true CONUS-land-average flux x 30.4, from annual total / 8.1e12 m^2 / 3.156e7 s). |
flux_NOX | kg/m^2/s | NEI2016 NOX emissions flux density (kg/m²/s). | |
flux_NR | kg/m^2/s | NEI2016 NR emissions flux density (kg/m²/s). | |
flux_NVOL | kg/m^2/s | NEI2016 NVOL emissions flux density (kg/m²/s). | |
flux_OLE | kg/m^2/s | NEI2016 OLE emissions flux density (kg/m²/s). | |
flux_PAL | kg/m^2/s | NEI2016 PAL emissions flux density (kg/m²/s). | |
flux_PAR | kg/m^2/s | NEI2016 PAR emissions flux density (kg/m²/s). | |
flux_PCA | kg/m^2/s | NEI2016 PCA emissions flux density (kg/m²/s). | |
flux_PCL | kg/m^2/s | NEI2016 PCL emissions flux density (kg/m²/s). | |
flux_PEC | kg/m^2/s | NEI2016 PEC emissions flux density (kg/m²/s). | |
flux_PFE | kg/m^2/s | NEI2016 PFE emissions flux density (kg/m²/s). | |
flux_PH2O | kg/m^2/s | NEI2016 PH2O emissions flux density (kg/m²/s). | |
flux_PK | kg/m^2/s | NEI2016 PK emissions flux density (kg/m²/s). | |
flux_PM2_5 | kg/m^2/s | NEI2016 PM2_5 emissions flux density (kg/m²/s). | |
flux_PMC | kg/m^2/s | NEI2016 PMC emissions flux density (kg/m²/s). | |
flux_PMG | kg/m^2/s | NEI2016 PMG emissions flux density (kg/m²/s). | |
flux_PMN | kg/m^2/s | NEI2016 PMN emissions flux density (kg/m²/s). | |
flux_PMOTHR | kg/m^2/s | NEI2016 PMOTHR emissions flux density (kg/m²/s). | |
flux_PNA | kg/m^2/s | NEI2016 PNA emissions flux density (kg/m²/s). | |
flux_PNCOM | kg/m^2/s | NEI2016 PNCOM emissions flux density (kg/m²/s). | |
flux_PNH4 | kg/m^2/s | NEI2016 PNH4 emissions flux density (kg/m²/s). | |
flux_PNO3 | kg/m^2/s | NEI2016 PNO3 emissions flux density (kg/m²/s). | |
flux_POC | kg/m^2/s | NEI2016 POC emissions flux density (kg/m²/s). | |
flux_PRPA | kg/m^2/s | NEI2016 PRPA emissions flux density (kg/m²/s). | |
flux_PSI | kg/m^2/s | NEI2016 PSI emissions flux density (kg/m²/s). | |
flux_PSO4 | kg/m^2/s | NEI2016 PSO4 emissions flux density (kg/m²/s). | |
flux_PTI | kg/m^2/s | NEI2016 PTI emissions flux density (kg/m²/s). | |
flux_SESQ | kg/m^2/s | NEI2016 SESQ emissions flux density (kg/m²/s). | |
flux_SO2 | kg/m^2/s | NEI2016 SO2 emissions flux density (kg/m²/s). | |
flux_SOAALK | kg/m^2/s | NEI2016 SOAALK emissions flux density (kg/m²/s). | |
flux_SULF | kg/m^2/s | NEI2016 SULF emissions flux density (kg/m²/s). | |
flux_TERP | kg/m^2/s | NEI2016 TERP emissions flux density (kg/m²/s). | |
flux_TOL | kg/m^2/s | NEI2016 TOL emissions flux density (kg/m²/s). | |
flux_UNK | kg/m^2/s | NEI2016 UNK emissions flux density (kg/m²/s). | |
flux_UNR | kg/m^2/s | NEI2016 UNR emissions flux density (kg/m²/s). | |
flux_VOC_BEIS | kg/m^2/s | NEI2016 VOC_BEIS emissions flux density (kg/m²/s). | |
flux_VOC_INV | kg/m^2/s | NEI2016 VOC_INV emissions flux density (kg/m²/s). | |
flux_XYLMN | kg/m^2/s | NEI2016 XYLMN emissions flux density (kg/m²/s). |
Observed
| Name | Units | Default | Description |
|---|---|---|---|
lon_deg | deg | Longitude in degrees: lon × (180/π). Used for timezone offset and delp_dry_surface lookup. | |
lat_deg | deg | Latitude in degrees: lat × (180/π). Used for delp_dry_surface lookup. | |
tz_offset_h | 1 | Timezone offset in hours: floor(lon_deg/15). 1 hour per 15° longitude. | |
t_local_utc | s | Local solar time (Unix s): t + t_ref + tz_offset_h×3600. | |
local_hour | 1 | Local hour of day 1..24: datetime.hour(t_local_utc)+1 (1-based to match DIURNAL_FACTORS). | |
day_of_week | 1 | Local ISO weekday 1..7 (Mon..Sun). Derived from t_local_utc: days=floor(t/86400); dow=(days+3) mod 7+1. Offset +3 because Unix epoch (day 0) is Thursday (ISO 4). | |
diurnal_factor | 1 | General diurnal factor at local_hour. DIURNAL_FACTORS=[0.45, 0.45, 0.6, 0.6, 0.6, 0.6, 1.45, 1.45, 1.45, 1.45, 1.4, 1.4, 1.4, 1.4, 1.45, 1.45, 1.45, 1.45, 0.65, 0.65, 0.65, 0.65, 0.45, 0.45] (24 values, UTC-0). Applied to CO, FORM, and default species. | |
diurnal_factor_nox | 1 | NOx diurnal factor at local_hour. DIURNAL_FACTORS_NOx=[0.39598674, 0.31852847, 0.30128068, 0.29590213, 0.33177775, 0.43871498, 0.9094625, 1.5850095, 1.6223788, 1.3429453, 1.2265036, 1.1937649, 1.254314, 1.3282939, 1.331211, 1.4135737, 1.6848333, 1.710925, 1.3491899, 1.0586671, 0.84439224, 0.761263, 0.72693235, 0.5741503]. Applied to NO and NO2. | |
diurnal_factor_isop | 1 | Isoprene diurnal factor (zero at night, peaks ~2.66 at midday). Applied to ISOP. | |
dayofweek_co | 1 | CO day-of-week factor (ISO 1..7). DayofWeekFactors_CO=[1.076, 1.1076, 1.0706, 1.0706, 1.0706, 0.779, 0.683]. Weekday>weekend. | |
dayofweek_nox | 1 | NOx day-of-week factor (ISO 1..7). DayofWeekFactors_NOx=[1.0706, 1.0706, 1.0706, 1.0706, 1.0706, 0.863, 0.784]. Reduced weekends. | |
delp_dry_surface | 1 | Dry pressure thickness (hPa, unitless) bilinearly interpolated from the 94x49 mean-domain table (lon -125..-66.875 deg, lat 25..49 deg), flat-clamped outside the domain. Used in the flux-to-mixing-ratio conversion: mixing_ratio_rate = flux/(g0_100 x delp). Typical 10-16 hPa. | |
t_utc | s | Absolute UTC time (Unix s) = t + t_ref. Distinct from t_local_utc, which carries the cell’s timezone offset: the days-in-month normalisation is a property of the DATA FILE’s month, not of local time. | |
month_utc | 1 | Calendar month (1-12) of the current UTC time, selecting the monthly EPA file whose totals are being normalised. | |
is_leap_year_utc | 1 | 1 if the current UTC year is a leap year, else 0 (datetime.is_leap_year), giving February 29 days. | |
days_in_month | 1 | Days in the current calendar month, leap-aware – the equivalent of Julia’s Dates.daysinmonth(t). EarthSciAST has no datetime.daysinmonth, so this is a 12-entry table over datetime.month plus a February correction gated on datetime.is_leap_year. Every species emission is divided by this: the EPA gridded-merge monthly files store a whole month’s emissions on one 24-hour TSTEP despite their ’tons/day’ units attribute, so treating the stored value as a daily rate over-emits by this factor (~30.5x measured domain-wide). Mirrors EarthSciData.jl data ./= Dates.daysinmonth(t) in loadslice!; see EarthSciData.jl issue #209 / PR #210. | |
ACET | 1/s | NEI2016 ACET mixing ratio source rate (1/s) at surface (lev<2). = flux_ACET/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
ACROLEIN | 1/s | NEI2016 ACROLEIN mixing ratio source rate (1/s) at surface (lev<2). = flux_ACROLEIN/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
ALD2 | 1/s | NEI2016 ALD2 mixing ratio source rate (1/s) at surface (lev<2). = flux_ALD2/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
ALD2_PRIMARY | 1/s | NEI2016 ALD2_PRIMARY mixing ratio source rate (1/s) at surface (lev<2). = flux_ALD2_PRIMARY/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
ALDX | 1/s | NEI2016 ALDX mixing ratio source rate (1/s) at surface (lev<2). = flux_ALDX/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
APIN | 1/s | NEI2016 APIN mixing ratio source rate (1/s) at surface (lev<2). = flux_APIN/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
BENZ | 1/s | NEI2016 BENZ mixing ratio source rate (1/s) at surface (lev<2). = flux_BENZ/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
BPIN | 1/s | NEI2016 BPIN mixing ratio source rate (1/s) at surface (lev<2). = flux_BPIN/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
BUTADIENE13 | 1/s | NEI2016 BUTADIENE13 mixing ratio source rate (1/s) at surface (lev<2). = flux_BUTADIENE13/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
CH4 | 1/s | NEI2016 CH4 mixing ratio source rate (1/s) at surface (lev<2). = flux_CH4/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
CH4_INV | 1/s | NEI2016 CH4_INV mixing ratio source rate (1/s) at surface (lev<2). = flux_CH4_INV/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
CL2 | 1/s | NEI2016 CL2 mixing ratio source rate (1/s) at surface (lev<2). = flux_CL2/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
CO | 1/s | NEI2016 CO mixing ratio source rate (1/s) at surface (lev<2). = flux_CO/Δz×scale×(dayofweek_co×diurnal_factor)/(g0_100×delp_dry_surface). Zero for lev≥2. | |
CO2_INV | 1/s | NEI2016 CO2_INV mixing ratio source rate (1/s) at surface (lev<2). = flux_CO2_INV/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
ETH | 1/s | NEI2016 ETH mixing ratio source rate (1/s) at surface (lev<2). = flux_ETH/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
ETHA | 1/s | NEI2016 ETHA mixing ratio source rate (1/s) at surface (lev<2). = flux_ETHA/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
ETHY | 1/s | NEI2016 ETHY mixing ratio source rate (1/s) at surface (lev<2). = flux_ETHY/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
ETOH | 1/s | NEI2016 ETOH mixing ratio source rate (1/s) at surface (lev<2). = flux_ETOH/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
FORM | 1/s | NEI2016 FORM mixing ratio source rate (1/s) at surface (lev<2). = flux_FORM/Δz×scale×(diurnal_factor)/(g0_100×delp_dry_surface). Zero for lev≥2. | |
FORM_PRIMARY | 1/s | NEI2016 FORM_PRIMARY mixing ratio source rate (1/s) at surface (lev<2). = flux_FORM_PRIMARY/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
HCL | 1/s | NEI2016 HCL mixing ratio source rate (1/s) at surface (lev<2). = flux_HCL/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
HONO | 1/s | NEI2016 HONO mixing ratio source rate (1/s) at surface (lev<2). = flux_HONO/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
IOLE | 1/s | NEI2016 IOLE mixing ratio source rate (1/s) at surface (lev<2). = flux_IOLE/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
ISOP | 1/s | NEI2016 ISOP mixing ratio source rate (1/s) at surface (lev<2). = flux_ISOP/Δz×scale×(diurnal_factor_isop)/(g0_100×delp_dry_surface). Zero for lev≥2. | |
KET | 1/s | NEI2016 KET mixing ratio source rate (1/s) at surface (lev<2). = flux_KET/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
MEOH | 1/s | NEI2016 MEOH mixing ratio source rate (1/s) at surface (lev<2). = flux_MEOH/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
N2O_INV | 1/s | NEI2016 N2O_INV mixing ratio source rate (1/s) at surface (lev<2). = flux_N2O_INV/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
NAPH | 1/s | NEI2016 NAPH mixing ratio source rate (1/s) at surface (lev<2). = flux_NAPH/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
NH3 | 1/s | NEI2016 NH3 mixing ratio source rate (1/s) at surface (lev<2). = flux_NH3/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
NH3_FERT | 1/s | NEI2016 NH3_FERT mixing ratio source rate (1/s) at surface (lev<2). = flux_NH3_FERT/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
NO | 1/s | NEI2016 NO mixing ratio source rate (1/s) at surface (lev<2). = flux_NO/Δz×scale×(dayofweek_nox×diurnal_factor_nox)/(g0_100×delp_dry_surface). Zero for lev≥2. | |
NO2 | 1/s | NEI2016 NO2 mixing ratio source rate (1/s) at surface (lev<2). = flux_NO2/Δz×scale×(dayofweek_nox×diurnal_factor_nox)/(g0_100×delp_dry_surface). Zero for lev≥2. | |
NOX | 1/s | NEI2016 NOX mixing ratio source rate (1/s) at surface (lev<2). = flux_NOX/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
NR | 1/s | NEI2016 NR mixing ratio source rate (1/s) at surface (lev<2). = flux_NR/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
NVOL | 1/s | NEI2016 NVOL mixing ratio source rate (1/s) at surface (lev<2). = flux_NVOL/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
OLE | 1/s | NEI2016 OLE mixing ratio source rate (1/s) at surface (lev<2). = flux_OLE/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
PAL | 1/s | NEI2016 PAL mixing ratio source rate (1/s) at surface (lev<2). = flux_PAL/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
PAR | 1/s | NEI2016 PAR mixing ratio source rate (1/s) at surface (lev<2). = flux_PAR/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
PCA | 1/s | NEI2016 PCA mixing ratio source rate (1/s) at surface (lev<2). = flux_PCA/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
PCL | 1/s | NEI2016 PCL mixing ratio source rate (1/s) at surface (lev<2). = flux_PCL/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
PEC | 1/s | NEI2016 PEC mixing ratio source rate (1/s) at surface (lev<2). = flux_PEC/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
PFE | 1/s | NEI2016 PFE mixing ratio source rate (1/s) at surface (lev<2). = flux_PFE/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
PH2O | 1/s | NEI2016 PH2O mixing ratio source rate (1/s) at surface (lev<2). = flux_PH2O/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
PK | 1/s | NEI2016 PK mixing ratio source rate (1/s) at surface (lev<2). = flux_PK/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
PM2_5 | 1/s | NEI2016 PM2_5 mixing ratio source rate (1/s) at surface (lev<2). = flux_PM2_5/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
PMC | 1/s | NEI2016 PMC mixing ratio source rate (1/s) at surface (lev<2). = flux_PMC/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
PMG | 1/s | NEI2016 PMG mixing ratio source rate (1/s) at surface (lev<2). = flux_PMG/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
PMN | 1/s | NEI2016 PMN mixing ratio source rate (1/s) at surface (lev<2). = flux_PMN/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
PMOTHR | 1/s | NEI2016 PMOTHR mixing ratio source rate (1/s) at surface (lev<2). = flux_PMOTHR/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
PNA | 1/s | NEI2016 PNA mixing ratio source rate (1/s) at surface (lev<2). = flux_PNA/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
PNCOM | 1/s | NEI2016 PNCOM mixing ratio source rate (1/s) at surface (lev<2). = flux_PNCOM/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
PNH4 | 1/s | NEI2016 PNH4 mixing ratio source rate (1/s) at surface (lev<2). = flux_PNH4/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
PNO3 | 1/s | NEI2016 PNO3 mixing ratio source rate (1/s) at surface (lev<2). = flux_PNO3/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
POC | 1/s | NEI2016 POC mixing ratio source rate (1/s) at surface (lev<2). = flux_POC/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
PRPA | 1/s | NEI2016 PRPA mixing ratio source rate (1/s) at surface (lev<2). = flux_PRPA/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
PSI | 1/s | NEI2016 PSI mixing ratio source rate (1/s) at surface (lev<2). = flux_PSI/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
PSO4 | 1/s | NEI2016 PSO4 mixing ratio source rate (1/s) at surface (lev<2). = flux_PSO4/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
PTI | 1/s | NEI2016 PTI mixing ratio source rate (1/s) at surface (lev<2). = flux_PTI/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
SESQ | 1/s | NEI2016 SESQ mixing ratio source rate (1/s) at surface (lev<2). = flux_SESQ/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
SO2 | 1/s | NEI2016 SO2 mixing ratio source rate (1/s) at surface (lev<2). = flux_SO2/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
SOAALK | 1/s | NEI2016 SOAALK mixing ratio source rate (1/s) at surface (lev<2). = flux_SOAALK/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
SULF | 1/s | NEI2016 SULF mixing ratio source rate (1/s) at surface (lev<2). = flux_SULF/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
TERP | 1/s | NEI2016 TERP mixing ratio source rate (1/s) at surface (lev<2). = flux_TERP/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
TOL | 1/s | NEI2016 TOL mixing ratio source rate (1/s) at surface (lev<2). = flux_TOL/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
UNK | 1/s | NEI2016 UNK mixing ratio source rate (1/s) at surface (lev<2). = flux_UNK/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
UNR | 1/s | NEI2016 UNR mixing ratio source rate (1/s) at surface (lev<2). = flux_UNR/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
VOC_BEIS | 1/s | NEI2016 VOC_BEIS mixing ratio source rate (1/s) at surface (lev<2). = flux_VOC_BEIS/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
VOC_INV | 1/s | NEI2016 VOC_INV mixing ratio source rate (1/s) at surface (lev<2). = flux_VOC_INV/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. | |
XYLMN | 1/s | NEI2016 XYLMN mixing ratio source rate (1/s) at surface (lev<2). = flux_XYLMN/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2. |
Observed expressions
$$ lon_{deg} = 57.29577951308232 \cdot lon $$Longitude in degrees: lon × (180/π). Used for timezone offset and delp_dry_surface lookup.
$$ lat_{deg} = 57.29577951308232 \cdot lat $$Latitude in degrees: lat × (180/π). Used for delp_dry_surface lookup.
$$ tz_{offset\,h} = \mathrm{floor}\left(\frac{lon_{deg}}{15.0}\right) $$Timezone offset in hours: floor(lon_deg/15). 1 hour per 15° longitude.
$$ t_{local\,utc} = t + t_{ref} + tz_{offset\,h} \cdot 3600.0 $$Local solar time (Unix s): t + t_ref + tz_offset_h×3600.
$$ local_{hour} = \mathrm{fn}\left(t_{local\,utc}\right) + 1.0 $$Local hour of day 1..24: datetime.hour(t_local_utc)+1 (1-based to match DIURNAL_FACTORS).
$$ day_{of\,week} = \mathrm{floor}\left(\frac{t_{local\,utc}}{86400.0}\right) + 3.0 + \left(-7.0\right) \cdot \mathrm{floor}\left(\frac{\mathrm{floor}\left(\frac{t_{local\,utc}}{86400.0}\right) + 3.0}{7.0}\right) + 1.0 $$Local ISO weekday 1..7 (Mon..Sun). Derived from t_local_utc: days=floor(t/86400); dow=(days+3) mod 7+1. Offset +3 because Unix epoch (day 0) is Thursday (ISO 4).
$$ diurnal_{factor} = \mathrm{fn}\left(\mathrm{const}\left(\right), \mathrm{const}\left(\right), local_{hour}\right) $$General diurnal factor at local_hour. DIURNAL_FACTORS=[0.45, 0.45, 0.6, 0.6, 0.6, 0.6, 1.45, 1.45, 1.45, 1.45, 1.4, 1.4, 1.4, 1.4, 1.45, 1.45, 1.45, 1.45, 0.65, 0.65, 0.65, 0.65, 0.45, 0.45] (24 values, UTC-0). Applied to CO, FORM, and default species.
$$ diurnal_{factor\,nox} = \mathrm{fn}\left(\mathrm{const}\left(\right), \mathrm{const}\left(\right), local_{hour}\right) $$NOx diurnal factor at local_hour. DIURNAL_FACTORS_NOx=[0.39598674, 0.31852847, 0.30128068, 0.29590213, 0.33177775, 0.43871498, 0.9094625, 1.5850095, 1.6223788, 1.3429453, 1.2265036, 1.1937649, 1.254314, 1.3282939, 1.331211, 1.4135737, 1.6848333, 1.710925, 1.3491899, 1.0586671, 0.84439224, 0.761263, 0.72693235, 0.5741503]. Applied to NO and NO2.
$$ diurnal_{factor\,isop} = \mathrm{fn}\left(\mathrm{const}\left(\right), \mathrm{const}\left(\right), local_{hour}\right) $$Isoprene diurnal factor (zero at night, peaks ~2.66 at midday). Applied to ISOP.
$$ dayofweek_{co} = \mathrm{fn}\left(\mathrm{const}\left(\right), \mathrm{const}\left(\right), day_{of\,week}\right) $$CO day-of-week factor (ISO 1..7). DayofWeekFactors_CO=[1.076, 1.1076, 1.0706, 1.0706, 1.0706, 0.779, 0.683]. Weekday>weekend.
$$ dayofweek_{nox} = \mathrm{fn}\left(\mathrm{const}\left(\right), \mathrm{const}\left(\right), day_{of\,week}\right) $$NOx day-of-week factor (ISO 1..7). DayofWeekFactors_NOx=[1.0706, 1.0706, 1.0706, 1.0706, 1.0706, 0.863, 0.784]. Reduced weekends.
$$ delp_{dry\,surface} = \mathrm{fn}\left(\mathrm{const}\left(\right), \mathrm{const}\left(\right), \mathrm{const}\left(\right), lon_{deg}, lat_{deg}\right) $$Dry pressure thickness (hPa, unitless) bilinearly interpolated from the 94x49 mean-domain table (lon -125..-66.875 deg, lat 25..49 deg), flat-clamped outside the domain. Used in the flux-to-mixing-ratio conversion: mixing_ratio_rate = flux/(g0_100 x delp). Typical 10-16 hPa.
$$ t_{utc} = t + t_{ref} $$Absolute UTC time (Unix s) = t + t_ref. Distinct from t_local_utc, which carries the cell’s timezone offset: the days-in-month normalisation is a property of the DATA FILE’s month, not of local time.
$$ month_{utc} = \mathrm{fn}\left(t_{utc}\right) $$Calendar month (1-12) of the current UTC time, selecting the monthly EPA file whose totals are being normalised.
$$ is_{leap\,year\,utc} = \mathrm{fn}\left(t_{utc}\right) $$1 if the current UTC year is a leap year, else 0 (datetime.is_leap_year), giving February 29 days.
$$ days_{in\,month} = \mathrm{fn}\left(\mathrm{const}\left(\right), \mathrm{const}\left(\right), month_{utc}\right) + is_{leap\,year\,utc} \cdot \mathrm{fn}\left(\mathrm{const}\left(\right), \mathrm{const}\left(\right), month_{utc}\right) $$Days in the current calendar month, leap-aware – the equivalent of Julia’s Dates.daysinmonth(t). EarthSciAST has no datetime.daysinmonth, so this is a 12-entry table over datetime.month plus a February correction gated on datetime.is_leap_year. Every species emission is divided by this: the EPA gridded-merge monthly files store a whole month’s emissions on one 24-hour TSTEP despite their ’tons/day’ units attribute, so treating the stored value as a daily rate over-emits by this factor (~30.5x measured domain-wide). Mirrors EarthSciData.jl data ./= Dates.daysinmonth(t) in loadslice!; see EarthSciData.jl issue #209 / PR #210.
NEI2016 ACET mixing ratio source rate (1/s) at surface (lev<2). = flux_ACET/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ ACROLEIN = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{ACROLEIN}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 ACROLEIN mixing ratio source rate (1/s) at surface (lev<2). = flux_ACROLEIN/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ ALD2 = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{ALD2}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 ALD2 mixing ratio source rate (1/s) at surface (lev<2). = flux_ALD2/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ ALD2_{PRIMARY} = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{ALD2\,PRIMARY}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 ALD2_PRIMARY mixing ratio source rate (1/s) at surface (lev<2). = flux_ALD2_PRIMARY/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ ALDX = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{ALDX}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 ALDX mixing ratio source rate (1/s) at surface (lev<2). = flux_ALDX/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ APIN = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{APIN}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 APIN mixing ratio source rate (1/s) at surface (lev<2). = flux_APIN/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ BENZ = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{BENZ}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 BENZ mixing ratio source rate (1/s) at surface (lev<2). = flux_BENZ/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ BPIN = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{BPIN}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 BPIN mixing ratio source rate (1/s) at surface (lev<2). = flux_BPIN/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ BUTADIENE13 = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{BUTADIENE13}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 BUTADIENE13 mixing ratio source rate (1/s) at surface (lev<2). = flux_BUTADIENE13/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ CH4 = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{CH4}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 CH4 mixing ratio source rate (1/s) at surface (lev<2). = flux_CH4/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ CH4_{INV} = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{CH4\,INV}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 CH4_INV mixing ratio source rate (1/s) at surface (lev<2). = flux_CH4_INV/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ CL2 = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{CL2}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 CL2 mixing ratio source rate (1/s) at surface (lev<2). = flux_CL2/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ CO = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{CO}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}} \cdot dayofweek_{co} \cdot diurnal_{factor}, 0.0\right) $$NEI2016 CO mixing ratio source rate (1/s) at surface (lev<2). = flux_CO/Δz×scale×(dayofweek_co×diurnal_factor)/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ CO2_{INV} = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{CO2\,INV}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 CO2_INV mixing ratio source rate (1/s) at surface (lev<2). = flux_CO2_INV/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ ETH = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{ETH}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 ETH mixing ratio source rate (1/s) at surface (lev<2). = flux_ETH/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ ETHA = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{ETHA}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 ETHA mixing ratio source rate (1/s) at surface (lev<2). = flux_ETHA/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ ETHY = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{ETHY}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 ETHY mixing ratio source rate (1/s) at surface (lev<2). = flux_ETHY/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ ETOH = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{ETOH}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 ETOH mixing ratio source rate (1/s) at surface (lev<2). = flux_ETOH/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ FORM = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{FORM}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}} \cdot diurnal_{factor}, 0.0\right) $$NEI2016 FORM mixing ratio source rate (1/s) at surface (lev<2). = flux_FORM/Δz×scale×(diurnal_factor)/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ FORM_{PRIMARY} = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{FORM\,PRIMARY}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 FORM_PRIMARY mixing ratio source rate (1/s) at surface (lev<2). = flux_FORM_PRIMARY/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ HCL = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{HCL}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 HCL mixing ratio source rate (1/s) at surface (lev<2). = flux_HCL/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ HONO = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{HONO}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 HONO mixing ratio source rate (1/s) at surface (lev<2). = flux_HONO/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ IOLE = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{IOLE}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 IOLE mixing ratio source rate (1/s) at surface (lev<2). = flux_IOLE/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ ISOP = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{ISOP}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}} \cdot diurnal_{factor\,isop}, 0.0\right) $$NEI2016 ISOP mixing ratio source rate (1/s) at surface (lev<2). = flux_ISOP/Δz×scale×(diurnal_factor_isop)/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ KET = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{KET}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 KET mixing ratio source rate (1/s) at surface (lev<2). = flux_KET/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ MEOH = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{MEOH}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 MEOH mixing ratio source rate (1/s) at surface (lev<2). = flux_MEOH/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ N2O_{INV} = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{N2O\,INV}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 N2O_INV mixing ratio source rate (1/s) at surface (lev<2). = flux_N2O_INV/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ NAPH = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{NAPH}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 NAPH mixing ratio source rate (1/s) at surface (lev<2). = flux_NAPH/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ NH3 = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{NH3}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 NH3 mixing ratio source rate (1/s) at surface (lev<2). = flux_NH3/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ NH3_{FERT} = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{NH3\,FERT}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 NH3_FERT mixing ratio source rate (1/s) at surface (lev<2). = flux_NH3_FERT/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ NO = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{NO}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}} \cdot dayofweek_{nox} \cdot diurnal_{factor\,nox}, 0.0\right) $$NEI2016 NO mixing ratio source rate (1/s) at surface (lev<2). = flux_NO/Δz×scale×(dayofweek_nox×diurnal_factor_nox)/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ NO2 = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{NO2}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}} \cdot dayofweek_{nox} \cdot diurnal_{factor\,nox}, 0.0\right) $$NEI2016 NO2 mixing ratio source rate (1/s) at surface (lev<2). = flux_NO2/Δz×scale×(dayofweek_nox×diurnal_factor_nox)/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ NOX = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{NOX}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 NOX mixing ratio source rate (1/s) at surface (lev<2). = flux_NOX/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ NR = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{NR}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 NR mixing ratio source rate (1/s) at surface (lev<2). = flux_NR/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ NVOL = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{NVOL}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 NVOL mixing ratio source rate (1/s) at surface (lev<2). = flux_NVOL/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ OLE = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{OLE}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 OLE mixing ratio source rate (1/s) at surface (lev<2). = flux_OLE/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ PAL = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{PAL}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 PAL mixing ratio source rate (1/s) at surface (lev<2). = flux_PAL/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ PAR = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{PAR}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 PAR mixing ratio source rate (1/s) at surface (lev<2). = flux_PAR/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ PCA = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{PCA}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 PCA mixing ratio source rate (1/s) at surface (lev<2). = flux_PCA/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ PCL = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{PCL}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 PCL mixing ratio source rate (1/s) at surface (lev<2). = flux_PCL/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ PEC = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{PEC}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 PEC mixing ratio source rate (1/s) at surface (lev<2). = flux_PEC/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ PFE = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{PFE}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 PFE mixing ratio source rate (1/s) at surface (lev<2). = flux_PFE/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ PH2O = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{PH2O}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 PH2O mixing ratio source rate (1/s) at surface (lev<2). = flux_PH2O/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ PK = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{PK}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 PK mixing ratio source rate (1/s) at surface (lev<2). = flux_PK/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ PM2_{5} = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{PM2\,5}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 PM2_5 mixing ratio source rate (1/s) at surface (lev<2). = flux_PM2_5/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ PMC = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{PMC}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 PMC mixing ratio source rate (1/s) at surface (lev<2). = flux_PMC/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ PMG = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{PMG}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 PMG mixing ratio source rate (1/s) at surface (lev<2). = flux_PMG/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ PMN = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{PMN}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 PMN mixing ratio source rate (1/s) at surface (lev<2). = flux_PMN/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ PMOTHR = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{PMOTHR}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 PMOTHR mixing ratio source rate (1/s) at surface (lev<2). = flux_PMOTHR/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ PNA = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{PNA}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 PNA mixing ratio source rate (1/s) at surface (lev<2). = flux_PNA/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ PNCOM = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{PNCOM}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 PNCOM mixing ratio source rate (1/s) at surface (lev<2). = flux_PNCOM/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ PNH4 = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{PNH4}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 PNH4 mixing ratio source rate (1/s) at surface (lev<2). = flux_PNH4/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ PNO3 = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{PNO3}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 PNO3 mixing ratio source rate (1/s) at surface (lev<2). = flux_PNO3/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ POC = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{POC}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 POC mixing ratio source rate (1/s) at surface (lev<2). = flux_POC/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ PRPA = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{PRPA}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 PRPA mixing ratio source rate (1/s) at surface (lev<2). = flux_PRPA/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ PSI = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{PSI}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 PSI mixing ratio source rate (1/s) at surface (lev<2). = flux_PSI/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ PSO4 = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{PSO4}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 PSO4 mixing ratio source rate (1/s) at surface (lev<2). = flux_PSO4/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ PTI = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{PTI}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 PTI mixing ratio source rate (1/s) at surface (lev<2). = flux_PTI/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ SESQ = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{SESQ}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 SESQ mixing ratio source rate (1/s) at surface (lev<2). = flux_SESQ/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ SO2 = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{SO2}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 SO2 mixing ratio source rate (1/s) at surface (lev<2). = flux_SO2/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ SOAALK = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{SOAALK}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 SOAALK mixing ratio source rate (1/s) at surface (lev<2). = flux_SOAALK/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ SULF = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{SULF}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 SULF mixing ratio source rate (1/s) at surface (lev<2). = flux_SULF/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ TERP = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{TERP}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 TERP mixing ratio source rate (1/s) at surface (lev<2). = flux_TERP/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ TOL = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{TOL}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 TOL mixing ratio source rate (1/s) at surface (lev<2). = flux_TOL/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ UNK = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{UNK}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 UNK mixing ratio source rate (1/s) at surface (lev<2). = flux_UNK/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ UNR = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{UNR}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 UNR mixing ratio source rate (1/s) at surface (lev<2). = flux_UNR/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ VOC_{BEIS} = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{VOC\,BEIS}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 VOC_BEIS mixing ratio source rate (1/s) at surface (lev<2). = flux_VOC_BEIS/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ VOC_{INV} = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{VOC\,INV}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 VOC_INV mixing ratio source rate (1/s) at surface (lev<2). = flux_VOC_INV/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
$$ XYLMN = \mathrm{ifelse}\left(\mathrm{<}\left(lev, 2.0\right), \frac{\frac{flux_{XYLMN}}{days_{in\,month}} \cdot \frac{1.0}{Δz} \cdot scale}{g0_{100} \cdot delp_{dry\,surface}}, 0.0\right) $$NEI2016 XYLMN mixing ratio source rate (1/s) at surface (lev<2). = flux_XYLMN/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2.
Raw .esm
Raw .esm JSON (this component)
{
"reference": {
"notes": "source_ref: EarthSciData.jl:src/nei2016monthly.jl:358\n\nAll 69 species are observed (algebraic) variables — upstream test: \"NEI has no state variables.\"\n\ngt-p3ep(lookup) resolution:\n diurnal_itp(t, lon): local_hour = datetime.hour(t+t_ref+floor(lon_deg/15)*3600)+1\n → interp.linear(DIURNAL_FACTORS, [1..24], local_hour)\n diurnal_itp_NOx / diurnal_itp_ISOP: same with NOx/ISOP factor arrays\n dayofweek_itp_CO/NOx(t, lon): iso_weekday = (floor(t_local/86400)+3) mod 7+1\n → interp.linear(DayofWeekFactors, [1..7], iso_weekday)\n delp_dry_surface_itp(lon, lat): interp.bilinear 94×49 bilinear from JLD2 file\n\nSpecies from 'mrggrid_withbeis_withrwc' sector (verified by reading NCF header):\n 69 species including NO, NO2, CO, FORM, ISOP, ACET, SO2, NH3, and PM components.\n\nUnit conversion (runtime): native IOAPI units → kg/m²/s\n data *= to_unit(attrib['units']) # e.g. tons/day → kg/s per cell\n data /= (XCELL * YCELL) # 12000 × 12000 = 1.44e8 m²\n → conservative regridding to target domain\n\n--- esm-3nc.3 pure-IO split ---\nThis is the regridding-model half of the pure-IO loader migration (RFC pure-io-data-loaders §6/§7, bead esm-3nc.3). The pre-migration nei2016_monthly.esm carried this coupler model, a co-located data_loaders.NEI2016 block (with the now-removed `spatial` and `regridding` sub-blocks), AND a top-level `coupling` block that fed the model's 69 flux_<SP> parameters from the loader via param_to_var (from NEI2016.<SP> to NEI2016MonthlyEmis.flux_<SP>). In the 0.7.0 pure-IO form the loader was the separate file components/earthsci_data/nei2016_monthly_loader.esm, referenced as the subsystem `NEI2016`; at esm 1.0.0 it is the `NEI2016` entry in THIS file's `data_sources` and the standalone file is gone (a data source is not a component, so it neither needs nor may be a subsystem). Each emission observed references its field directly as NEI2016.<SP>, so the 69 flux_<SP> parameters and the top-level coupling block are removed (no external consumer referenced flux_<SP> — couplings/earthscidata_spatial_params.esm only routes lat/lon/lev).\nReprojection (RFC §6 step 2): NEI2016's native grid.crs.projection is 'lambert_conformal', so the reprojection rule selected by convention is ESD reprojection/lambert_conformal.esm (esd-47z.2), parameterized by the loader crs parameters {lat_1:33, lat_2:45, lat_0:40, lon_0:-97} on a sphere of radius R=6370997 m — the same rule as wrf with a different parameter set.\nRegridding (RFC §6 step 3 / §5.2): every NEI2016 species flux is a cell-centered scalar → conservative area-weighted overlap join (ESD regridding/conservative_regrid_overlap_join.esm), declared in the model `regrid` block. function_tables.delp_dry_surface_table stays top-level in this model file (RFC §8 gotcha).\n\nInline tests emptied (matching the era5/wrf reference migrations): the pre-migration model carried 7 inline tests, but (a) tests 6–7 set parameter_overrides on the now-removed flux_<SP> parameters, and (b) all 7 exercise observeds built on the `interp.bilinear` op (delp_dry_surface, the diurnal/day-of-week factor tables), which the canonical ESS Python runner does not yet support ('Unsupported operation: interp.bilinear') — the same reason era5's interp.bilinear-based `P` ships with empty inline tests and a load-only gate. The 7 scenarios are preserved here as informational live tests (require real NEI2016 12US1 NetCDF and interp.bilinear runner support; not run in CI):\n 1. diurnal_factor_6am_utc: t=21600 s, lon=0 → local_hour=7, diurnal_factor=DIURNAL_FACTORS[7]=1.45 (datetime.hour extraction, 1-based indexing).\n 2. diurnal_factor_6pm_utc: t=64800 s, lon=0 → local_hour=19, diurnal_factor=DIURNAL_FACTORS[19]=0.65.\n 3. day_of_week_sunday: t=0, lon=0, t_ref=2016-05-01 (Sunday, ISO 7) → day_of_week=7, dayofweek_co=0.683, dayofweek_nox=0.784.\n 4. delp_dry_surface_neg94_44: lon=-94.375°, lat=44.5° → delp_dry_surface≈14.721285536474896 (rel 1e-4).\n 5. delp_dry_surface_neg88_42: lon=-88.125°, lat=42.0° → delp_dry_surface≈14.8498301901334 (rel 1e-4).\n 6. zero_emission_above_surface: lev=2 (above surface) → every species observed is 0 via the ifelse(lev<2, …, 0) gate.\n 7. co_emission_surface_scaling: lev=1, lon=0, lat=40°N, t=21600, NEI2016.CO=1e-8 kg/m²/s → CO = NEI2016.CO/Δz*scale*dayofweek_co(0.683)*diurnal_factor(1.45)/(g0_100*delp_dry_surface) ≈ 6.89e-11 1/s (was flux_CO before the pure-IO split; the loader field NEI2016.CO now supplies the regridded flux)."
},
"tolerance": {
"rel": 1e-06,
"abs": 1e-14
},
"variables": {
"t_ref": {
"type": "parameter",
"units": "s",
"default": 1462060800.0,
"description": "Reference time (Unix s). Default=2016-05-01T00:00:00Z (1462060800). MTK time t is elapsed seconds since t_ref."
},
"g0_100": {
"type": "parameter",
"units": "kg/m^2",
"default": 10.197162129779283,
"description": "g0_100 = 100/g0 ≈ 10.197 kg/m². Converts dry pressure thickness (hPa, unitless) to column mass density (kg/m²) for flux→mixing-ratio conversion."
},
"Δz": {
"type": "parameter",
"units": "1",
"default": 1.0,
"description": "Vertical layer thickness scaling (dimensionless 1.0). Unit-compatibility placeholder from upstream Julia implementation."
},
"scale": {
"type": "parameter",
"units": "1",
"default": 1.0,
"description": "Uniform scaling factor applied to all species emissions (1=no scaling)."
},
"lon": {
"type": "parameter",
"units": "rad",
"default": -1.7017327985067427,
"description": "Longitude (radians). Default=-97.5°. Receives spatial coordinate via coupling."
},
"lat": {
"type": "parameter",
"units": "rad",
"default": 0.6981317007977318,
"description": "Latitude (radians). Default=40.0°. Receives spatial coordinate via coupling."
},
"lev": {
"type": "parameter",
"units": "1",
"default": 1.0,
"description": "Vertical level index (1=surface). Emissions applied only at lev<2."
},
"lon_deg": {
"type": "unknown",
"units": "deg",
"description": "Longitude in degrees: lon × (180/π). Used for timezone offset and delp_dry_surface lookup."
},
"lat_deg": {
"type": "unknown",
"units": "deg",
"description": "Latitude in degrees: lat × (180/π). Used for delp_dry_surface lookup."
},
"tz_offset_h": {
"type": "unknown",
"units": "1",
"description": "Timezone offset in hours: floor(lon_deg/15). 1 hour per 15° longitude."
},
"t_local_utc": {
"type": "unknown",
"units": "s",
"description": "Local solar time (Unix s): t + t_ref + tz_offset_h×3600."
},
"local_hour": {
"type": "unknown",
"units": "1",
"description": "Local hour of day 1..24: datetime.hour(t_local_utc)+1 (1-based to match DIURNAL_FACTORS)."
},
"day_of_week": {
"type": "unknown",
"units": "1",
"description": "Local ISO weekday 1..7 (Mon..Sun). Derived from t_local_utc: days=floor(t/86400); dow=(days+3) mod 7+1. Offset +3 because Unix epoch (day 0) is Thursday (ISO 4)."
},
"diurnal_factor": {
"type": "unknown",
"units": "1",
"description": "General diurnal factor at local_hour. DIURNAL_FACTORS=[0.45, 0.45, 0.6, 0.6, 0.6, 0.6, 1.45, 1.45, 1.45, 1.45, 1.4, 1.4, 1.4, 1.4, 1.45, 1.45, 1.45, 1.45, 0.65, 0.65, 0.65, 0.65, 0.45, 0.45] (24 values, UTC-0). Applied to CO, FORM, and default species."
},
"diurnal_factor_nox": {
"type": "unknown",
"units": "1",
"description": "NOx diurnal factor at local_hour. DIURNAL_FACTORS_NOx=[0.39598674, 0.31852847, 0.30128068, 0.29590213, 0.33177775, 0.43871498, 0.9094625, 1.5850095, 1.6223788, 1.3429453, 1.2265036, 1.1937649, 1.254314, 1.3282939, 1.331211, 1.4135737, 1.6848333, 1.710925, 1.3491899, 1.0586671, 0.84439224, 0.761263, 0.72693235, 0.5741503]. Applied to NO and NO2."
},
"diurnal_factor_isop": {
"type": "unknown",
"units": "1",
"description": "Isoprene diurnal factor (zero at night, peaks ~2.66 at midday). Applied to ISOP."
},
"dayofweek_co": {
"type": "unknown",
"units": "1",
"description": "CO day-of-week factor (ISO 1..7). DayofWeekFactors_CO=[1.076, 1.1076, 1.0706, 1.0706, 1.0706, 0.779, 0.683]. Weekday>weekend."
},
"dayofweek_nox": {
"type": "unknown",
"units": "1",
"description": "NOx day-of-week factor (ISO 1..7). DayofWeekFactors_NOx=[1.0706, 1.0706, 1.0706, 1.0706, 1.0706, 0.863, 0.784]. Reduced weekends."
},
"delp_dry_surface": {
"type": "unknown",
"units": "1",
"description": "Dry pressure thickness (hPa, unitless) bilinearly interpolated from the 94x49 mean-domain table (lon -125..-66.875 deg, lat 25..49 deg), flat-clamped outside the domain. Used in the flux-to-mixing-ratio conversion: mixing_ratio_rate = flux/(g0_100 x delp). Typical 10-16 hPa."
},
"t_utc": {
"type": "unknown",
"units": "s",
"description": "Absolute UTC time (Unix s) = t + t_ref. Distinct from t_local_utc, which carries the cell's timezone offset: the days-in-month normalisation is a property of the DATA FILE's month, not of local time."
},
"month_utc": {
"type": "unknown",
"units": "1",
"description": "Calendar month (1-12) of the current UTC time, selecting the monthly EPA file whose totals are being normalised."
},
"is_leap_year_utc": {
"type": "unknown",
"units": "1",
"description": "1 if the current UTC year is a leap year, else 0 (datetime.is_leap_year), giving February 29 days."
},
"days_in_month": {
"type": "unknown",
"units": "1",
"description": "Days in the current calendar month, leap-aware -- the equivalent of Julia's Dates.daysinmonth(t). EarthSciAST has no datetime.daysinmonth, so this is a 12-entry table over datetime.month plus a February correction gated on datetime.is_leap_year. Every species emission is divided by this: the EPA gridded-merge monthly files store a whole month's emissions on one 24-hour TSTEP despite their 'tons/day' units attribute, so treating the stored value as a daily rate over-emits by this factor (~30.5x measured domain-wide). Mirrors EarthSciData.jl `data ./= Dates.daysinmonth(t)` in loadslice!; see EarthSciData.jl issue #209 / PR #210."
},
"ACET": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 ACET mixing ratio source rate (1/s) at surface (lev<2). = flux_ACET/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"ACROLEIN": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 ACROLEIN mixing ratio source rate (1/s) at surface (lev<2). = flux_ACROLEIN/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"ALD2": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 ALD2 mixing ratio source rate (1/s) at surface (lev<2). = flux_ALD2/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"ALD2_PRIMARY": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 ALD2_PRIMARY mixing ratio source rate (1/s) at surface (lev<2). = flux_ALD2_PRIMARY/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"ALDX": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 ALDX mixing ratio source rate (1/s) at surface (lev<2). = flux_ALDX/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"APIN": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 APIN mixing ratio source rate (1/s) at surface (lev<2). = flux_APIN/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"BENZ": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 BENZ mixing ratio source rate (1/s) at surface (lev<2). = flux_BENZ/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"BPIN": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 BPIN mixing ratio source rate (1/s) at surface (lev<2). = flux_BPIN/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"BUTADIENE13": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 BUTADIENE13 mixing ratio source rate (1/s) at surface (lev<2). = flux_BUTADIENE13/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"CH4": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 CH4 mixing ratio source rate (1/s) at surface (lev<2). = flux_CH4/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"CH4_INV": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 CH4_INV mixing ratio source rate (1/s) at surface (lev<2). = flux_CH4_INV/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"CL2": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 CL2 mixing ratio source rate (1/s) at surface (lev<2). = flux_CL2/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"CO": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 CO mixing ratio source rate (1/s) at surface (lev<2). = flux_CO/Δz×scale×(dayofweek_co×diurnal_factor)/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"CO2_INV": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 CO2_INV mixing ratio source rate (1/s) at surface (lev<2). = flux_CO2_INV/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"ETH": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 ETH mixing ratio source rate (1/s) at surface (lev<2). = flux_ETH/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"ETHA": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 ETHA mixing ratio source rate (1/s) at surface (lev<2). = flux_ETHA/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"ETHY": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 ETHY mixing ratio source rate (1/s) at surface (lev<2). = flux_ETHY/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"ETOH": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 ETOH mixing ratio source rate (1/s) at surface (lev<2). = flux_ETOH/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"FORM": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 FORM mixing ratio source rate (1/s) at surface (lev<2). = flux_FORM/Δz×scale×(diurnal_factor)/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"FORM_PRIMARY": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 FORM_PRIMARY mixing ratio source rate (1/s) at surface (lev<2). = flux_FORM_PRIMARY/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"HCL": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 HCL mixing ratio source rate (1/s) at surface (lev<2). = flux_HCL/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"HONO": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 HONO mixing ratio source rate (1/s) at surface (lev<2). = flux_HONO/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"IOLE": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 IOLE mixing ratio source rate (1/s) at surface (lev<2). = flux_IOLE/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"ISOP": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 ISOP mixing ratio source rate (1/s) at surface (lev<2). = flux_ISOP/Δz×scale×(diurnal_factor_isop)/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"KET": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 KET mixing ratio source rate (1/s) at surface (lev<2). = flux_KET/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"MEOH": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 MEOH mixing ratio source rate (1/s) at surface (lev<2). = flux_MEOH/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"N2O_INV": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 N2O_INV mixing ratio source rate (1/s) at surface (lev<2). = flux_N2O_INV/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"NAPH": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 NAPH mixing ratio source rate (1/s) at surface (lev<2). = flux_NAPH/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"NH3": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 NH3 mixing ratio source rate (1/s) at surface (lev<2). = flux_NH3/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"NH3_FERT": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 NH3_FERT mixing ratio source rate (1/s) at surface (lev<2). = flux_NH3_FERT/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"NO": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 NO mixing ratio source rate (1/s) at surface (lev<2). = flux_NO/Δz×scale×(dayofweek_nox×diurnal_factor_nox)/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"NO2": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 NO2 mixing ratio source rate (1/s) at surface (lev<2). = flux_NO2/Δz×scale×(dayofweek_nox×diurnal_factor_nox)/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"NOX": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 NOX mixing ratio source rate (1/s) at surface (lev<2). = flux_NOX/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"NR": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 NR mixing ratio source rate (1/s) at surface (lev<2). = flux_NR/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"NVOL": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 NVOL mixing ratio source rate (1/s) at surface (lev<2). = flux_NVOL/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"OLE": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 OLE mixing ratio source rate (1/s) at surface (lev<2). = flux_OLE/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"PAL": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 PAL mixing ratio source rate (1/s) at surface (lev<2). = flux_PAL/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"PAR": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 PAR mixing ratio source rate (1/s) at surface (lev<2). = flux_PAR/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"PCA": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 PCA mixing ratio source rate (1/s) at surface (lev<2). = flux_PCA/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"PCL": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 PCL mixing ratio source rate (1/s) at surface (lev<2). = flux_PCL/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"PEC": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 PEC mixing ratio source rate (1/s) at surface (lev<2). = flux_PEC/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"PFE": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 PFE mixing ratio source rate (1/s) at surface (lev<2). = flux_PFE/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"PH2O": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 PH2O mixing ratio source rate (1/s) at surface (lev<2). = flux_PH2O/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"PK": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 PK mixing ratio source rate (1/s) at surface (lev<2). = flux_PK/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"PM2_5": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 PM2_5 mixing ratio source rate (1/s) at surface (lev<2). = flux_PM2_5/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"PMC": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 PMC mixing ratio source rate (1/s) at surface (lev<2). = flux_PMC/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"PMG": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 PMG mixing ratio source rate (1/s) at surface (lev<2). = flux_PMG/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"PMN": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 PMN mixing ratio source rate (1/s) at surface (lev<2). = flux_PMN/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"PMOTHR": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 PMOTHR mixing ratio source rate (1/s) at surface (lev<2). = flux_PMOTHR/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"PNA": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 PNA mixing ratio source rate (1/s) at surface (lev<2). = flux_PNA/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"PNCOM": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 PNCOM mixing ratio source rate (1/s) at surface (lev<2). = flux_PNCOM/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"PNH4": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 PNH4 mixing ratio source rate (1/s) at surface (lev<2). = flux_PNH4/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"PNO3": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 PNO3 mixing ratio source rate (1/s) at surface (lev<2). = flux_PNO3/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"POC": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 POC mixing ratio source rate (1/s) at surface (lev<2). = flux_POC/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"PRPA": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 PRPA mixing ratio source rate (1/s) at surface (lev<2). = flux_PRPA/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"PSI": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 PSI mixing ratio source rate (1/s) at surface (lev<2). = flux_PSI/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"PSO4": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 PSO4 mixing ratio source rate (1/s) at surface (lev<2). = flux_PSO4/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"PTI": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 PTI mixing ratio source rate (1/s) at surface (lev<2). = flux_PTI/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"SESQ": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 SESQ mixing ratio source rate (1/s) at surface (lev<2). = flux_SESQ/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"SO2": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 SO2 mixing ratio source rate (1/s) at surface (lev<2). = flux_SO2/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"SOAALK": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 SOAALK mixing ratio source rate (1/s) at surface (lev<2). = flux_SOAALK/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"SULF": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 SULF mixing ratio source rate (1/s) at surface (lev<2). = flux_SULF/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"TERP": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 TERP mixing ratio source rate (1/s) at surface (lev<2). = flux_TERP/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"TOL": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 TOL mixing ratio source rate (1/s) at surface (lev<2). = flux_TOL/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"UNK": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 UNK mixing ratio source rate (1/s) at surface (lev<2). = flux_UNK/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"UNR": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 UNR mixing ratio source rate (1/s) at surface (lev<2). = flux_UNR/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"VOC_BEIS": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 VOC_BEIS mixing ratio source rate (1/s) at surface (lev<2). = flux_VOC_BEIS/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"VOC_INV": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 VOC_INV mixing ratio source rate (1/s) at surface (lev<2). = flux_VOC_INV/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"XYLMN": {
"type": "unknown",
"units": "1/s",
"description": "NEI2016 XYLMN mixing ratio source rate (1/s) at surface (lev<2). = flux_XYLMN/Δz×scale×(1 (no temporal scaling))/(g0_100×delp_dry_surface). Zero for lev≥2."
},
"flux_ACET": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 ACET emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "ACET",
"description": "NEI2016 ACET emissions flux density (kg/m²/s)."
}
}
},
"flux_ACROLEIN": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 ACROLEIN emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "ACROLEIN",
"description": "NEI2016 ACROLEIN emissions flux density (kg/m²/s)."
}
}
},
"flux_ALD2": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 ALD2 emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "ALD2",
"description": "NEI2016 ALD2 emissions flux density (kg/m²/s)."
}
}
},
"flux_ALD2_PRIMARY": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 ALD2_PRIMARY emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "ALD2_PRIMARY",
"description": "NEI2016 ALD2_PRIMARY emissions flux density (kg/m²/s)."
}
}
},
"flux_ALDX": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 ALDX emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "ALDX",
"description": "NEI2016 ALDX emissions flux density (kg/m²/s)."
}
}
},
"flux_APIN": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 APIN emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "APIN",
"description": "NEI2016 APIN emissions flux density (kg/m²/s)."
}
}
},
"flux_BENZ": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 BENZ emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "BENZ",
"description": "NEI2016 BENZ emissions flux density (kg/m²/s)."
}
}
},
"flux_BPIN": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 BPIN emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "BPIN",
"description": "NEI2016 BPIN emissions flux density (kg/m²/s)."
}
}
},
"flux_BUTADIENE13": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 BUTADIENE13 emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "BUTADIENE13",
"description": "NEI2016 BUTADIENE13 emissions flux density (kg/m²/s)."
}
}
},
"flux_CH4": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 CH4 emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "CH4",
"description": "NEI2016 CH4 emissions flux density (kg/m²/s)."
}
}
},
"flux_CH4_INV": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 CH4_INV emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "CH4_INV",
"description": "NEI2016 CH4_INV emissions flux density (kg/m²/s)."
}
}
},
"flux_CL2": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 CL2 emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "CL2",
"description": "NEI2016 CL2 emissions flux density (kg/m²/s)."
}
}
},
"flux_CO": {
"type": "parameter",
"units": "kg/m^2/s",
"default": 5e-09,
"shape": [],
"description": "NEI2016 CO emissions flux density (kg/m²/s). Default 5e-09: ~40 Tg/yr of CO (NEI2016 anthropogenic, non-wildfire) -> 1.6e-10 kg/m^2/s true. The stored value is a whole month's emissions on one record (see days_in_month), so it is ~30.4x the true per-second flux; this default is that stored-value scale (true CONUS-land-average flux x 30.4, from annual total / 8.1e12 m^2 / 3.156e7 s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "CO",
"description": "NEI2016 CO emissions flux density (kg/m²/s)."
}
}
},
"flux_CO2_INV": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 CO2_INV emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "CO2_INV",
"description": "NEI2016 CO2_INV emissions flux density (kg/m²/s)."
}
}
},
"flux_ETH": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 ETH emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "ETH",
"description": "NEI2016 ETH emissions flux density (kg/m²/s)."
}
}
},
"flux_ETHA": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 ETHA emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "ETHA",
"description": "NEI2016 ETHA emissions flux density (kg/m²/s)."
}
}
},
"flux_ETHY": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 ETHY emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "ETHY",
"description": "NEI2016 ETHY emissions flux density (kg/m²/s)."
}
}
},
"flux_ETOH": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 ETOH emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "ETOH",
"description": "NEI2016 ETOH emissions flux density (kg/m²/s)."
}
}
},
"flux_FORM": {
"type": "parameter",
"units": "kg/m^2/s",
"default": 1.2e-10,
"shape": [],
"description": "NEI2016 FORM emissions flux density (kg/m²/s). Default 1.2e-10: ~1 Tg/yr of primary formaldehyde (BEIS biogenic plus anthropogenic) -> 3.9e-12 kg/m^2/s true. The stored value is a whole month's emissions on one record (see days_in_month), so it is ~30.4x the true per-second flux; this default is that stored-value scale (true CONUS-land-average flux x 30.4, from annual total / 8.1e12 m^2 / 3.156e7 s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "FORM",
"description": "NEI2016 FORM emissions flux density (kg/m²/s)."
}
}
},
"flux_FORM_PRIMARY": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 FORM_PRIMARY emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "FORM_PRIMARY",
"description": "NEI2016 FORM_PRIMARY emissions flux density (kg/m²/s)."
}
}
},
"flux_HCL": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 HCL emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "HCL",
"description": "NEI2016 HCL emissions flux density (kg/m²/s)."
}
}
},
"flux_HONO": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 HONO emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "HONO",
"description": "NEI2016 HONO emissions flux density (kg/m²/s)."
}
}
},
"flux_IOLE": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 IOLE emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "IOLE",
"description": "NEI2016 IOLE emissions flux density (kg/m²/s)."
}
}
},
"flux_ISOP": {
"type": "parameter",
"units": "kg/m^2/s",
"default": 2e-09,
"shape": [],
"description": "NEI2016 ISOP emissions flux density (kg/m²/s). Default 2e-09: ~18 Tg/yr of isoprene, dominated by the BEIS biogenic emissions merged into this sector (annual mean; summer midday is several times larger) -> 7e-11 kg/m^2/s true. The stored value is a whole month's emissions on one record (see days_in_month), so it is ~30.4x the true per-second flux; this default is that stored-value scale (true CONUS-land-average flux x 30.4, from annual total / 8.1e12 m^2 / 3.156e7 s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "ISOP",
"description": "NEI2016 ISOP emissions flux density (kg/m²/s)."
}
}
},
"flux_KET": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 KET emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "KET",
"description": "NEI2016 KET emissions flux density (kg/m²/s)."
}
}
},
"flux_MEOH": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 MEOH emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "MEOH",
"description": "NEI2016 MEOH emissions flux density (kg/m²/s)."
}
}
},
"flux_N2O_INV": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 N2O_INV emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "N2O_INV",
"description": "NEI2016 N2O_INV emissions flux density (kg/m²/s)."
}
}
},
"flux_NAPH": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 NAPH emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "NAPH",
"description": "NEI2016 NAPH emissions flux density (kg/m²/s)."
}
}
},
"flux_NH3": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 NH3 emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "NH3",
"description": "NEI2016 NH3 emissions flux density (kg/m²/s)."
}
}
},
"flux_NH3_FERT": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 NH3_FERT emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "NH3_FERT",
"description": "NEI2016 NH3_FERT emissions flux density (kg/m²/s)."
}
}
},
"flux_NO": {
"type": "parameter",
"units": "kg/m^2/s",
"default": 7e-10,
"shape": [],
"description": "NEI2016 NO emissions flux density (kg/m²/s). Default 7e-10: ~5.9 Tg/yr of NO: NEI2016 NOx ~10 Tg/yr as NO2 (anthropogenic plus BEIS soil), 90% of it emitted as NO by moles -> 2.3e-11 kg/m^2/s true. The stored value is a whole month's emissions on one record (see days_in_month), so it is ~30.4x the true per-second flux; this default is that stored-value scale (true CONUS-land-average flux x 30.4, from annual total / 8.1e12 m^2 / 3.156e7 s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "NO",
"description": "NEI2016 NO emissions flux density (kg/m²/s)."
}
}
},
"flux_NO2": {
"type": "parameter",
"units": "kg/m^2/s",
"default": 1.2e-10,
"shape": [],
"description": "NEI2016 NO2 emissions flux density (kg/m²/s). Default 1.2e-10: ~1.0 Tg/yr of NO2: the 10% of NEI2016 NOx (~10 Tg/yr as NO2) emitted as NO2 -> 3.9e-12 kg/m^2/s true. The stored value is a whole month's emissions on one record (see days_in_month), so it is ~30.4x the true per-second flux; this default is that stored-value scale (true CONUS-land-average flux x 30.4, from annual total / 8.1e12 m^2 / 3.156e7 s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "NO2",
"description": "NEI2016 NO2 emissions flux density (kg/m²/s)."
}
}
},
"flux_NOX": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 NOX emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "NOX",
"description": "NEI2016 NOX emissions flux density (kg/m²/s)."
}
}
},
"flux_NR": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 NR emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "NR",
"description": "NEI2016 NR emissions flux density (kg/m²/s)."
}
}
},
"flux_NVOL": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 NVOL emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "NVOL",
"description": "NEI2016 NVOL emissions flux density (kg/m²/s)."
}
}
},
"flux_OLE": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 OLE emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "OLE",
"description": "NEI2016 OLE emissions flux density (kg/m²/s)."
}
}
},
"flux_PAL": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 PAL emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "PAL",
"description": "NEI2016 PAL emissions flux density (kg/m²/s)."
}
}
},
"flux_PAR": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 PAR emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "PAR",
"description": "NEI2016 PAR emissions flux density (kg/m²/s)."
}
}
},
"flux_PCA": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 PCA emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "PCA",
"description": "NEI2016 PCA emissions flux density (kg/m²/s)."
}
}
},
"flux_PCL": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 PCL emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "PCL",
"description": "NEI2016 PCL emissions flux density (kg/m²/s)."
}
}
},
"flux_PEC": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
"description": "NEI2016 PEC emissions flux density (kg/m²/s).",
"update": {
"kind": "data",
"source": "NEI2016",
"from": {
"file_variable": "PEC",
"description": "NEI2016 PEC emissions flux density (kg/m²/s)."
}
}
},
"flux_PFE": {
"type": "parameter",
"units": "kg/m^2/s",
"shape": [],
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}
},
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}
},
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}
}
},
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}
},
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}
}
},
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}
}
},
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}
},
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"source": "NEI2016",
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}
},
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"source": "NEI2016",
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}
},
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}
},
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"source": "NEI2016",
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}
},
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"source": "NEI2016",
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}
}
},
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"source": "NEI2016",
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}
},
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},
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"source": "NEI2016",
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{
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]
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0.0
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},
{
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},
{
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{
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{
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0.0
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},
{
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},
{
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{
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{
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0.0
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},
{
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},
{
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{
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{
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0.0
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},
{
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},
{
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{
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{
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0.0
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},
{
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},
{
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{
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{
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0.0
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{
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},
{
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{
"op": "/",
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"Δz"
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"scale"
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{
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]
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0.0
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{
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"op": "<",
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]
},
{
"op": "/",
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{
"op": "/",
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{
"op": "/",
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"Δz"
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"scale"
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{
"op": "*",
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"delp_dry_surface"
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]
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0.0
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},
{
"lhs": "PM2_5",
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{
"op": "<",
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"lev",
2.0
]
},
{
"op": "/",
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"op": "*",
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{
"op": "/",
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{
"op": "/",
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{
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0.0
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},
{
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},
{
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{
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{
"op": "*",
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0.0
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},
{
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"op": "<",
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2.0
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},
{
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"days_in_month"
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{
"op": "/",
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"Δz"
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"scale"
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{
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"delp_dry_surface"
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}
]
},
0.0
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}
},
{
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"op": "<",
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2.0
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},
{
"op": "/",
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{
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{
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"delp_dry_surface"
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}
]
},
0.0
]
}
},
{
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{
"op": "<",
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"lev",
2.0
]
},
{
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{
"op": "/",
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{
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"delp_dry_surface"
]
}
]
},
0.0
]
}
},
{
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"op": "<",
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2.0
]
},
{
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{
"op": "/",
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"Δz"
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},
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{
"op": "*",
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"delp_dry_surface"
]
}
]
},
0.0
]
}
},
{
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"op": "<",
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2.0
]
},
{
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},
{
"op": "/",
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{
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}
]
},
0.0
]
}
},
{
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"op": "<",
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]
},
{
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{
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{
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}
]
},
0.0
]
}
},
{
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"op": "<",
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"lev",
2.0
]
},
{
"op": "/",
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"op": "*",
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{
"op": "/",
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},
{
"op": "/",
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{
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}
]
},
0.0
]
}
},
{
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]
},
{
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{
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},
{
"op": "*",
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]
}
]
},
0.0
]
}
},
{
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{
"op": "<",
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]
},
{
"op": "/",
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{
"op": "*",
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{
"op": "/",
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{
"op": "/",
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{
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}
]
},
0.0
]
}
},
{
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]
},
{
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{
"op": "/",
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{
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}
]
},
0.0
]
}
},
{
"lhs": "PSO4",
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"op": "<",
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2.0
]
},
{
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{
"op": "/",
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},
{
"op": "/",
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},
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{
"op": "*",
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"delp_dry_surface"
]
}
]
},
0.0
]
}
},
{
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"op": "<",
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2.0
]
},
{
"op": "/",
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{
"op": "/",
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{
"op": "/",
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{
"op": "*",
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"delp_dry_surface"
]
}
]
},
0.0
]
}
},
{
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"op": "<",
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},
{
"op": "/",
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},
{
"op": "/",
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},
{
"op": "*",
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"delp_dry_surface"
]
}
]
},
0.0
]
}
},
{
"lhs": "SO2",
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{
"op": "<",
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"lev",
2.0
]
},
{
"op": "/",
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{
"op": "*",
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{
"op": "/",
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"days_in_month"
]
},
{
"op": "/",
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},
"scale"
]
},
{
"op": "*",
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"delp_dry_surface"
]
}
]
},
0.0
]
}
},
{
"lhs": "SOAALK",
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"op": "<",
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2.0
]
},
{
"op": "/",
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"op": "*",
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{
"op": "/",
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"days_in_month"
]
},
{
"op": "/",
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"Δz"
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},
"scale"
]
},
{
"op": "*",
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"delp_dry_surface"
]
}
]
},
0.0
]
}
},
{
"lhs": "SULF",
"rhs": {
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{
"op": "<",
"args": [
"lev",
2.0
]
},
{
"op": "/",
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{
"op": "*",
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{
"op": "/",
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"days_in_month"
]
},
{
"op": "/",
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"Δz"
]
},
"scale"
]
},
{
"op": "*",
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"delp_dry_surface"
]
}
]
},
0.0
]
}
},
{
"lhs": "TERP",
"rhs": {
"op": "ifelse",
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{
"op": "<",
"args": [
"lev",
2.0
]
},
{
"op": "/",
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{
"op": "*",
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{
"op": "/",
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]
},
{
"op": "/",
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},
"scale"
]
},
{
"op": "*",
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"delp_dry_surface"
]
}
]
},
0.0
]
}
},
{
"lhs": "TOL",
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{
"op": "<",
"args": [
"lev",
2.0
]
},
{
"op": "/",
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{
"op": "*",
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{
"op": "/",
"args": [
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"days_in_month"
]
},
{
"op": "/",
"args": [
1.0,
"Δz"
]
},
"scale"
]
},
{
"op": "*",
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"delp_dry_surface"
]
}
]
},
0.0
]
}
},
{
"lhs": "UNK",
"rhs": {
"op": "ifelse",
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{
"op": "<",
"args": [
"lev",
2.0
]
},
{
"op": "/",
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{
"op": "*",
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{
"op": "/",
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]
},
{
"op": "/",
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},
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},
{
"op": "*",
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]
}
]
},
0.0
]
}
},
{
"lhs": "UNR",
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{
"op": "<",
"args": [
"lev",
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]
},
{
"op": "/",
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{
"op": "*",
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{
"op": "/",
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]
},
{
"op": "/",
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},
"scale"
]
},
{
"op": "*",
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"delp_dry_surface"
]
}
]
},
0.0
]
}
},
{
"lhs": "VOC_BEIS",
"rhs": {
"op": "ifelse",
"args": [
{
"op": "<",
"args": [
"lev",
2.0
]
},
{
"op": "/",
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{
"op": "*",
"args": [
{
"op": "/",
"args": [
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"days_in_month"
]
},
{
"op": "/",
"args": [
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"Δz"
]
},
"scale"
]
},
{
"op": "*",
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"delp_dry_surface"
]
}
]
},
0.0
]
}
},
{
"lhs": "VOC_INV",
"rhs": {
"op": "ifelse",
"args": [
{
"op": "<",
"args": [
"lev",
2.0
]
},
{
"op": "/",
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{
"op": "*",
"args": [
{
"op": "/",
"args": [
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"days_in_month"
]
},
{
"op": "/",
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"Δz"
]
},
"scale"
]
},
{
"op": "*",
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"delp_dry_surface"
]
}
]
},
0.0
]
}
},
{
"lhs": "XYLMN",
"rhs": {
"op": "ifelse",
"args": [
{
"op": "<",
"args": [
"lev",
2.0
]
},
{
"op": "/",
"args": [
{
"op": "*",
"args": [
{
"op": "/",
"args": [
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"days_in_month"
]
},
{
"op": "/",
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1.0,
"Δz"
]
},
"scale"
]
},
{
"op": "*",
"args": [
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"delp_dry_surface"
]
}
]
},
0.0
]
}
}
],
"tests": []
}