noaa-gfs-js
A lightweight library for pulling GFS (Global Forecasting System) weather data from NOAA, without any major 3rd party depencies.
Installing
Installation is simple with npm:
npm i noaa-gfs-js --save
About
This library is loosely inspired by the Python library getgfs. As with the getgfs package, the goal was to build a lightweight library to pull GFS data without the need for 3rd party software (such as ECMWF's ecCodes).
All available fields from NOAA's grib files are available here, using OpenDAP instead of the grib2 binaries.
NOTE: This library is independently maintained and is not officially supported or endorsed by NOAA.
Usage
The goal of the library is to be simple to use. The get_gfs_data function takes straightforward parameters, and returns lat/long/time dimensions with the given data in both an array and object format.
import * as noaa_gfs from 'noaa-gfs-js';
noaa_gfs.get_gfs_data(
'0p25', // Options are 0p25, 0p50, or 1p00
new Date(Date.now() - 86400000).toISOString().split('T')[0].replaceAll('-',''), // YYYMMDD format date
'00', // Every 6 hours. 00, 06, 12, or 18
[40.5, 40.5], // Lat range
[-74,-74], // Lon range
5, // Number of 8 hour fwd increments to include in addition to the forecast time
'rh2m', // The requested data item
true // Whether or not to convert the times into dates or keep as NOAA formatted times (see below for more details)
).then((res) => console.log(res));
The resulting object will have the weather data in two formats: object and array.
Array format:
[
{
time: '2/22/2024, 6:00:00 AM',
lat: 40.5, lon: -74,
value: 93.3
},
{
time: '2/22/2024, 6:00:00 AM',
lat: 40.5,
lon: -73.75,
value: 91.6
},
{
time: '2/22/2024, 6:00:00 AM',
lat: 40.5,
lon: -73.5,
value: 90.3
},
{
time: '2/22/2024, 6:00:00 AM',
lat: 40.5,
lon: -73.25,
value: 89.6
}
]
Object format is an object with keys time, lat, lng:
{
'2/22/2024, 6:00:00 AM': {
'41': {'-73.25': 89.6},
'42': {'-73.5': 90.3},
'40.5': {'-74': 91.6},
'40.75': {'-73.75': 93.3}
}
}
Explanation of Indexing Concepts
When making NOMADS API requests, we do not simply give the desired time/lat/lons. Rather, we have to give the INDEX of our desired points.
Per the docs (choose a folder, then choose the .info file for more):
- Longitude: 0.00000000000°E to 359.75000000000°E (1440 points, avg. res. 0.25°)
- Latitude: -90.00000000000°N to 90.00000000000°N (721 points, avg. res. 0.25°)
- Altitude: 1000.00000000000 to 0.01000000000 (41 points, avg. res. 25.0)
- Time: 12Z24FEB2024 to 12Z24FEB2024 (1 points)
Thus, we have to convert from our lat/lon to a scale of 0-360 for longitude with 1440 stops, -90 to 90 for latitude with 721 stops, etc.
Then get the min/max so we are consistent with where our square starts.
For example, if we're in resolution 0p25 (increments of 0.25), and our start coord is 5.9 degrees:
- We start at 0.0 degrees as point 0.
- Working our way up in increments of 0.25, we see that 5.75 is the 23rd index and 6.0 is the 24th.
- So we want to use index 23 as our start. If it were the end bound, we'd use 24 as the end index.
Our resulting URL, therefore, will look something like this: https://nomads.ncep.noaa.gov/dods/gfs_0p25/gfs20240223/gfs_0p25_06z.ascii?rh2m[0:5][522:530][1144:1148] , where the indexes requested are in the brackets. Note the date may need to be updated in the URL as data is only available for a few weeks.
Available Data Fields
- absvprs ** (1000 975 950 925 900.. 10 7 4 2 1) absolute vorticity [1/s]
- no4lftxsfc ** surface best (4 layer) lifted index [k]
- capesfc ** surface convective available potential energy [j/kg]
- cape180_0mb ** 180-0 mb above ground convective available potential energy [j/kg]
- cinsfc ** surface convective inhibition [j/kg]
- cin180_0mb ** 180-0 mb above ground convective inhibition [j/kg]
- clwmrprs ** (1000 975 950 925 900.. 250 200 150 100 50) cloud mixing ratio [kg/kg]
- clwmrhy1 ** 1 hybrid level cloud mixing ratio [kg/kg]
- cwatclm ** entire atmosphere (considered as a single layer) cloud water [kg/m^2]
- dzdtprs ** (1000 975 950 925 900.. 10 7 4 2 1) vertical velocity (geometric) [m/s]
- grleprs ** (1000 975 950 925 900.. 250 200 150 100 50) graupel [kg/kg]
- grlehy1 ** 1 hybrid level graupel [kg/kg]
- hgtsfc ** surface geopotential height [gpm]
- hgtprs ** (1000 975 950 925 900.. 10 7 4 2 1) geopotential height [gpm]
- hgt2pv ** pv=2e-06 (km^2/kg/s) surface geopotential height [gpm]
- hgtneg2pv ** pv=-2e-06 (km^2/kg/s) surface geopotential height [gpm]
- hgttop0c ** highest tropospheric freezing level geopotential height [gpm]
- hgt0c ** 0c isotherm geopotential height [gpm]
- hgtmwl ** max wind geopotential height [gpm]
- hgttrop ** tropopause geopotential height [gpm]
- icahtmwl ** max wind icao standard atmosphere reference height [m]
- icahttrop ** tropopause icao standard atmosphere reference height [m]
- icetmpsfc ** surface ice temperature [k]
- icmrprs ** (1000 975 950 925 900.. 250 200 150 100 50) ice water mixing ratio [kg/kg]
- icmrhy1 ** 1 hybrid level ice water mixing ratio [kg/kg]
- lftxsfc ** surface surface lifted index [k]
- msletmsl ** mean sea level mslp (eta model reduction) [pa]
- o3mrprs ** (1000 975 950 925 900.. 10 7 4 2 1) ozone mixing ratio [kg/kg]
- potsig995 ** 0.995 sigma level potential temperature [k]
- pratesfc ** surface precipitation rate [kg/m^2/s]
- pressfc ** surface pressure [pa]
- pres2pv ** pv=2e-06 (km^2/kg/s) surface pressure [pa]
- presneg2pv ** pv=-2e-06 (km^2/kg/s) surface pressure [pa]
- presmwl ** max wind pressure [pa]
- prestrop ** tropopause pressure [pa]
- prmslmsl ** mean sea level pressure reduced to msl [pa]
- pwatclm ** entire atmosphere (considered as a single layer) precipitable water [kg/m^2]
- rhprs ** (1000 975 950 925 900.. 10 7 4 2 1) relative humidity [%]
- rhsg330_1000 ** 0.33-1 sigma layer relative humidity [%]
- rhsg440_1000 ** 0.44-1 sigma layer relative humidity [%]
- rhsg720_940 ** 0.72-0.94 sigma layer relative humidity [%]
- rhsg440_720 ** 0.44-0.72 sigma layer relative humidity [%]
- rhsig995 ** 0.995 sigma level relative humidity [%]
- rh30_0mb ** 30-0 mb above ground relative humidity [%]
- rhclm ** entire atmosphere (considered as a single layer) relative humidity [%]
- rhtop0c ** highest tropospheric freezing level relative humidity [%]
- rh0c ** 0c isotherm relative humidity [%]
- rwmrprs ** (1000 975 950 925 900.. 250 200 150 100 50) rain mixing ratio [kg/kg]
- rwmrhy1 ** 1 hybrid level rain mixing ratio [kg/kg]
- snmrprs ** (1000 975 950 925 900.. 250 200 150 100 50) snow mixing ratio [kg/kg]
- snmrhy1 ** 1 hybrid level snow mixing ratio [kg/kg]
- sotypsfc ** surface soil type [-]
- spfhprs ** (1000 975 950 925 900.. 10 7 4 2 1) specific humidity [kg/kg]
- spfh30_0mb ** 30-0 mb above ground specific humidity [kg/kg]
- tmpprs ** (1000 975 950 925 900.. 10 7 4 2 1) temperature [k]
- tmp_1829m ** 1829 m above mean sea level temperature [k]
- tmp_2743m ** 2743 m above mean sea level temperature [k]
- tmp_3658m ** 3658 m above mean sea level temperature [k]
- tmp80m ** 80 m above ground temperature [k]
- tmp100m ** 100 m above ground temperature [k]
- tmpsig995 ** 0.995 sigma level temperature [k]
- tmp30_0mb ** 30-0 mb above ground temperature [k]
- tmp2pv ** pv=2e-06 (km^2/kg/s) surface temperature [k]
- tmpneg2pv ** pv=-2e-06 (km^2/kg/s) surface temperature [k]
- tmpmwl ** max wind temperature [k]
- tmptrop ** tropopause temperature [k]
- tozneclm ** entire atmosphere (considered as a single layer) total ozone [du]
- ugrdprs ** (1000 975 950 925 900.. 10 7 4 2 1) u-component of wind [m/s]
- ugrd_1829m ** 1829 m above mean sea level u-component of wind [m/s]
- ugrd_2743m ** 2743 m above mean sea level u-component of wind [m/s]
- ugrd_3658m ** 3658 m above mean sea level u-component of wind [m/s]
- ugrd20m ** 20 m above ground u-component of wind [m/s]
- ugrd30m ** 30 m above ground u-component of wind [m/s]
- ugrd40m ** 40 m above ground u-component of wind [m/s]
- ugrd50m ** 50 m above ground u-component of wind [m/s]
- ugrd80m ** 80 m above ground u-component of wind [m/s]
- ugrd100m ** 100 m above ground u-component of wind [m/s]
- ugrdsig995 ** 0.995 sigma level u-component of wind [m/s]
- ugrd30_0mb ** 30-0 mb above ground u-component of wind [m/s]
- ugrd2pv ** pv=2e-06 (km^2/kg/s) surface u-component of wind [m/s]
- ugrdneg2pv ** pv=-2e-06 (km^2/kg/s) surface u-component of wind [m/s]
- ugrdmwl ** max wind u-component of wind [m/s]
- ugrdtrop ** tropopause u-component of wind [m/s]
- vegsfc ** surface vegetation [%]
- vgrdprs ** (1000 975 950 925 900.. 10 7 4 2 1) v-component of wind [m/s]
- vgrd_1829m ** 1829 m above mean sea level v-component of wind [m/s]
- vgrd_2743m ** 2743 m above mean sea level v-component of wind [m/s]
- vgrd_3658m ** 3658 m above mean sea level v-component of wind [m/s]
- vgrd20m ** 20 m above ground v-component of wind [m/s]
- vgrd30m ** 30 m above ground v-component of wind [m/s]
- vgrd40m ** 40 m above ground v-component of wind [m/s]
- vgrd50m ** 50 m above ground v-component of wind [m/s]
- vgrd80m ** 80 m above ground v-component of wind [m/s]
- vgrd100m ** 100 m above ground v-component of wind [m/s]
- vgrdsig995 ** 0.995 sigma level v-component of wind [m/s]
- vgrd30_0mb ** 30-0 mb above ground v-component of wind [m/s]
- vgrd2pv ** pv=2e-06 (km^2/kg/s) surface v-component of wind [m/s]
- vgrdneg2pv ** pv=-2e-06 (km^2/kg/s) surface v-component of wind [m/s]
- vgrdmwl ** max wind v-component of wind [m/s]
- vgrdtrop ** tropopause v-component of wind [m/s]
- vvelprs ** (1000 975 950 925 900.. 10 7 4 2 1) vertical velocity (pressure) [pa/s]
- vvelsig995 ** 0.995 sigma level vertical velocity (pressure) [pa/s]
- vwsh2pv ** pv=2e-06 (km^2/kg/s) surface vertical speed shear [1/s]
- vwshneg2pv ** pv=-2e-06 (km^2/kg/s) surface vertical speed shear [1/s]
- vwshtrop ** tropopause vertical speed shear [1/s]
Explanation of Date & Time Handling
The time field, as returned by the NOMADS, is represented by days since year 0. The time is represented by the decimal fraction of the day--i.e. .25 would be 1/4 through the day, or 6am.
So 738931.25 is Feb 14th, 2024, at 6:00 AM (738,931 full days and .25 days = 6 hours). This library returns times as they were by default, but the noaa_time_to_utc_datetime can be used to convert to a friendlier string.
Todo
- Allow for processing of altitude fields (currently only supports index 1 only for fields with a lev parameter)
- Support for multiple fields at the same time