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Dataset for AQI Prediction
Posted: Sun Sep 28, 2025 12:08 am America/New_York
by rionislam
Hi.
I'm not a data guy. But I need to train a model to predict AQI for next 24 hours in hourly interval. I have only 2 days. I'm finding it very confusing to find a dataset or to create one using NASA earth data. The files are huge and hard to process to make it workable. Can anyone suggest me a already created dataset or the process I can follow to create one? I don't need very big dataset. I guess 4-5 years of data is enough.
Re: Dataset for AQI Prediction
Posted: Mon Sep 29, 2025 3:26 pm America/New_York
by ASDC - alexrad71
Hi rionislam,
DSCOVR EPIC Level 2 UV Aerosol Version 3 product,
https://search.earthdata.nasa.gov/search/granules?p=C1962643459-LARC_ASDC!C1962643459-LARC_ASDC, contains aerosol optical depth and aerosol index data. This product spans from 2015-06-16.
TEMPO products
TEMPO formaldehyde total column V03 (PROVISIONAL),
https://search.earthdata.nasa.gov/search/granules?p=C2930730944-LARC_CLOUD!C1962643459-LARC_ASDC,
TEMPO formaldehyde total column V04 (PROVISIONAL),
https://search.earthdata.nasa.gov/search/granules?p=C3685912035-LARC_CLOUD!C1962643459-LARC_ASDC,
TEMPO ozone total column V03 (PROVISIONAL),
https://search.earthdata.nasa.gov/search/granules?p=C2930726639-LARC_CLOUD!C1962643459-LARC_ASDC,
TEMPO ozone total column V04 (PROVISIONAL),
https://search.earthdata.nasa.gov/search/granules?p=C3685912131-LARC_CLOUD!C1962643459-LARC_ASDC,
TEMPO NO2 tropospheric and stratospheric columns V03 (PROVISIONAL),
https://search.earthdata.nasa.gov/search/granules?p=C2930725014-LARC_CLOUD!C1962643459-LARC_ASDC,
TEMPO NO2 tropospheric, stratospheric, and total columns V04 (PROVISIONAL),
https://search.earthdata.nasa.gov/search/granules?p=C3685896872-LARC_CLOUD!C1962643459-LARC_ASDC,
contain formaldehyde, ozone, aerosol index, and tropospheric and stratospheric NO2 data.