TROPICS05 L2B Neural-network Atmospheric Vertical Temperature & Moisture Profiles V0.2

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.

Resources

Name Format Description Link
5 https://docserver.gesdisc.eosdis.nasa.gov%2Fpublic%2Fproject%2FTROPICS%2Fimages%2FTROPICS_Mission.png
5 https://disc.gsfc.nasa.gov%2Fdatacollection%2FTROPICS05NNAVPL2B_0.2.html
5 https://disc2.gesdisc.eosdis.nasa.gov%2Fdata%2FTROPICS_L2B%2FTROPICS05NNAVPL2B.0.2%2F
5 https://disc2.gesdisc.eosdis.nasa.gov%2Fopendap%2FTROPICS_L2B%2FTROPICS05NNAVPL2B.0.2%2F
5 https://search.earthdata.nasa.gov%2Fsearch%3Fq%3DTROPICS05NNAVPL2B_0.2
5 https://weather.ndc.nasa.gov%2Ftropics%2Fquarterly%2FCY2024_Q4%2FPieper_etal.pdf
5 https://docserver.gesdisc.eosdis.nasa.gov%2Fpublic%2Fproject%2FTROPICS%2FTROPICS_UserGuide_base_Sept2023.pdf
5 https://tropics.ll.mit.edu%2FCMS%2Ftropics%2FMission-Overview
5 https://docserver.gesdisc.eosdis.nasa.gov%2Fpublic%2Fproject%2FTROPICS%2FTROPICS_NN_AVP_Release_Notes_Feb2025_v2.pdf
34 TRPSDL2O3CRSAUS_Sample.png https://docserver.gesdisc.eosdis.nasa.gov/public/project/TROPESS/images/TRPSDL2O3CRSAUS_Sample.png
21 TRPSDL2O3CRSAUS_1.html https://disc.gsfc.nasa.gov/datacollection/TRPSDL2O3CRSAUS_1.html
5 https://tropess.gesdisc.eosdis.nasa.gov/data/TROPESS_Special/TRPSDL2O3CRSAUS.1/
5 https://search.earthdata.nasa.gov/search?q=TRPSDL2O3CRSAUS_1
21 contents.html https://tropess.gesdisc.eosdis.nasa.gov/opendap/TROPESS_Special/TRPSDL2O3CRSAUS.1/contents.html
33 TROPESS_Australian_Fires_README.pdf https://tropess.gesdisc.eosdis.nasa.gov/data/TROPESS_Special/TRPSDL2O3CRSAUS.1/doc/TROPESS_Australian_Fires_README.pdf
33 TROPESS-CRIS-O3_L2_Product_Quick_Start_User_Guide_Standard_only_2-22-21.pdf https://docserver.gesdisc.eosdis.nasa.gov/public/project/TROPESS/User_Guides/TROPESS-CRIS-O3_L2_Product_Quick_Start_User_Guide_Standard_only_2-22-21.pdf
33 TROPESS_ATBDv1.1.pdf https://docserver.gesdisc.eosdis.nasa.gov/public/project/TROPESS/TROPESS_ATBDv1.1.pdf
5 https://disc.gsfc.nasa.gov/information/mission-project?title=TROPESS
34 TROPICS_Mission.png https://docserver.gesdisc.eosdis.nasa.gov/public/project/TROPICS/images/TROPICS_Mission.png
21 TROPICS05NNAVPL2B_0.2.html https://disc.gsfc.nasa.gov/datacollection/TROPICS05NNAVPL2B_0.2.html
5 https://disc2.gesdisc.eosdis.nasa.gov/data/TROPICS_L2B/TROPICS05NNAVPL2B.0.2/
5 https://disc2.gesdisc.eosdis.nasa.gov/opendap/TROPICS_L2B/TROPICS05NNAVPL2B.0.2/
5 https://search.earthdata.nasa.gov/search?q=TROPICS05NNAVPL2B_0.2
33 Pieper_etal.pdf https://weather.ndc.nasa.gov/tropics/quarterly/CY2024_Q4/Pieper_etal.pdf
33 TROPICS_UserGuide_base_Sept2023.pdf https://docserver.gesdisc.eosdis.nasa.gov/public/project/TROPICS/TROPICS_UserGuide_base_Sept2023.pdf
5 https://tropics.ll.mit.edu/CMS/tropics/Mission-Overview
33 TROPICS_NN_AVP_Release_Notes_Feb2025_v2.pdf https://docserver.gesdisc.eosdis.nasa.gov/public/project/TROPICS/TROPICS_NN_AVP_Release_Notes_Feb2025_v2.pdf
0 The metadata's original source. https://cmr.earthdata.nasa.gov/search/concepts/C3391737812-GES_DISC.iso19115

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  • earth-science-microwave-spectral-engineering-antenna-temperature-microwave-spectral-engineering

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