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Description

High-resolution air quality data is helpful for monitoring urban air pollution. In this training led by NASA's Applied Remote Sensing Training program (ARSET), participants learned how to use Python scripts to map and analyze air quality data through hands-on exercises. The training covered Moderate Resolution Imaging Spectroradiometer (MODIS) aerosol optical depth data and Ozone Monitoring Instrument (OMI) NO2 and SO2 data.

Prerequisites

Objectives

By the end of the training, attendees will be able to:

  • Use available Python scripts to read, map, and analyze Level 2 data
  • Modify available scripts for future use

Target Audience

This training is primarily intended for air quality professionals and decision makers from local, state, and federal agencies, non-governmental organizations (NGOs), and the private sector. Governmental and NGOs engaged in air quality monitoring will be given preference over organizations focused primarily on research.

Course Format

  • One 1-hour part and two 2-hour parts

Sessions

Part 1: Introduction to Datasets

Wednesday, Jan. 17, 2018

Remote video URL

Part 1 is an introduction to relevant datasets (basics, advantages, and limitations) and instruction on how to download data.

Materials

Materiales en Español

Part 2: Read, Map, and Analyze Level 2 MODIS AOD Data

Friday, Jan. 19, 2018

Remote video URL

Part 2 includes hands-on exercises using Python scripts to read, map, and analyze Level 2 MODIS aerosol optical depth (AOD) data.

Materials

Materiales en Español

Part 3: Read, Map, and Analyze OMI NO2 and SO2 Data

Monday, Jan. 22, 2018
Remote video URL

Part 3 includes hands-on exercises using Python scripts to read, map, and analyze OMI NO2 and SO2 data.

Materials

Materiales en Español

Citation

(2018). ARSET - Data Analysis Tools for High Resolution Air Quality Satellite Datasets. NASA Applied Remote Sensing Training Program (ARSET). https://www.earthdata.nasa.gov/learn/trainings/data-analysis-tools-high-resolution-air-quality-satellite-datasets

Details

Last Updated

Jan. 27, 2026

Published

Jan. 17, 2018

Data Center/Project

Applied Remote Sensing Training Program (ARSET)