Full catalog/TROPICS01NNAVPL2B
TROPICS01NNAVPL2B·v1.0·dataset

Air temperature and humidity by altitude (TROPICS-01)

TROPICS01 L2B Neural-network Atmospheric Vertical Temperature & Moisture Profiles V1.0
land NASA GES_DISC Level 2
In plain English

What it measures. Vertical profiles of air temperature and humidity through the atmosphere over the tropics, given at many heights. It works in nearly all weather, including over storms and oceans.

How it's made. Comes from a tiny TROPICS satellite carrying a microwave sounder; the raw measurements are converted into temperature and moisture profiles using a trained neural-network method.

How & where you'd use it. Built to study tropical cyclones, helping researchers see the temperature and moisture structure inside and around storms at frequent intervals.

What's measured

SPECTRAL/ENGINEERING › MICROWAVE › ANTENNA TEMPERATURE

Coverage & cadence

  • Time span2021-08-07 → 2023-12-17
  • Measured byTROPICS/01 (TMS)
  • Processing levelLevel 2
  • Spatial extent-180, -90, 180, 90
  • StatusCOMPLETE

What you can do with it

  • Track deforestation, fire scars and land-cover change
  • Monitor crop and vegetation health (NDVI/EVI)
  • Map how built-up vs. green an area is over time
Official description

The "Time-Resolved Observations of Precipitation structure and storm Intensity with a Constellation of Smallsats" (TROPICS) mission has a goal of providing nearly all-weather observations of three-dimensional temperature and humidity, as well as cloud ice and precipitation horizontal structure, at high temporal resolution to conduct high-value science investigations of tropical cyclones. The mission comprises a constellation of five identical Space Vehicles (SVs) conforming to the 3U form factor and hosting a passive microwave spectrometer payload. Each SV hosts an identical high-performance spectrometer named the TROPICS Millimeter-wave Sounder (TMS) that will provide temperature profiles using seven channels near the 118.75-GHz oxygen absorption line, water vapor profiles using three channels near the 183-GHz water vapor absorption line, imagery in a single channel near 90 GHz for precipitation measurements (when combined with higher resolution water vapor channels), and a single channel near 205 GHz that is more sensitive to cloud-sized ice particles. This dataset is the Level-2B Neural Network Atmospheric Vertical Profiles (NNAVP) – Neural Network vertical profile retrieval approach for temperature profiles in Kelvin (K) and water vapor mixing ratio profiles in (kg/kg). Retrievals are done in all non and precipitating conditions, over both land and ocean. Temperature profiles go from surface to 20 km and water profiles from surface to 10-km. The geophysical retrieval of atmospheric vertical temperature is at the larger unified F-band spatial resolution while the retrieval of vertical moisture is at the finer G-band spatial resolution. Each TROPICS netCDF file contains a granule of data with 81 spots and approximately 2880 scans, where a granule is defined as an orbit's worth of data.

Get the data

tropics01nnavpl2b_access.py
import earthaccess
earthaccess.login(strategy="netrc")          # free Earthdata Login

results = earthaccess.search_data(
    short_name="TROPICS01NNAVPL2B",
    version="1.0",
    bounding_box=(-122.5, 37.2, -121.8, 37.9),  # your area (W,S,E,N)
    temporal=("2024-01-01", "2024-12-31"),       # your dates
)
files = earthaccess.open(results)   # stream straight from GES_DISC
Browsing CMR needs no login. Downloading or streaming bytes needs a free Earthdata Login + the earthaccess package.