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NV5 Geospatial Blog

Each month, NV5 Geospatial posts new blog content across a variety of categories. Browse our latest posts below to learn about important geospatial information or use the search bar to find a specific topic or author. Stay informed of the latest blog posts, events, and technologies by joining our email list!



Not All Supernovae Are Created Equal: Rethinking the Universe’s Measuring Tools

Not All Supernovae Are Created Equal: Rethinking the Universe’s Measuring Tools

6/3/2025

Rethinking the Reliability of Type 1a Supernovae   How do astronomers measure the universe? It all starts with distance. From gauging the size of a galaxy to calculating how fast the universe is expanding, measuring cosmic distances is essential to understanding everything in the sky. For nearby stars, astronomers use... Read More >

Using LLMs To Research Remote Sensing Software: Helpful, but Incomplete

Using LLMs To Research Remote Sensing Software: Helpful, but Incomplete

5/26/2025

Whether you’re new to remote sensing or a seasoned expert, there is no doubt that large language models (LLMs) like OpenAI’s ChatGPT or Google’s Gemini can be incredibly useful in many aspects of research. From exploring the electromagnetic spectrum to creating object detection models using the latest deep learning... Read More >

From Image to Insight: How GEOINT Automation Is Changing the Speed of Decision-Making

From Image to Insight: How GEOINT Automation Is Changing the Speed of Decision-Making

4/28/2025

When every second counts, the ability to process geospatial data rapidly and accurately isn’t just helpful, it’s critical. Geospatial Intelligence (GEOINT) has always played a pivotal role in defense, security, and disaster response. But in high-tempo operations, traditional workflows are no longer fast enough. Analysts are... Read More >

Thermal Infrared Echoes: Illuminating the Last Gasp of a Dying Star

Thermal Infrared Echoes: Illuminating the Last Gasp of a Dying Star

4/24/2025

This blog was written by Eli Dwek, Emeritus, NASA Goddard Space Flight Center, Greenbelt, MD and Research Fellow, Center for Astrophysics, Harvard & Smithsonian, Cambridge, MA. It is the fifth blog in a series showcasing our IDL® Fellows program which supports passionate retired IDL users who may need support to continue their work... Read More >

A New Era of Hyperspectral Imaging with ENVI® and Wyvern’s Open Data Program

A New Era of Hyperspectral Imaging with ENVI® and Wyvern’s Open Data Program

2/25/2025

This blog was written in collaboration with Adam O’Connor from Wyvern.   As hyperspectral imaging (HSI) continues to grow in importance, access to high-quality satellite data is key to unlocking new insights in environmental monitoring, agriculture, forestry, mining, security, energy infrastructure management, and more.... Read More >

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How the COVID-19 Lockdown Improved Air Quality in Ecuador: A Deep Dive Using Satellite Data and ENVI® Software

Cherie Tyrrell

The COVID-19 pandemic drastically altered daily life, leading to unexpected environmental changes, particularly in air quality. Ecuador, like many other countries, experienced significant shifts in pollutant concentrations due to lockdown measures. In collaboration with Geospace Solutions and Universidad de las Fuerzas Armadas ESPE, researchers leveraged satellite data and advanced analytics to assess the impact of reduced human activity on air quality. Here’s how this groundbreaking study unfolded.

Unpacking the Problem: Pollution in Ecuador’s Urban Centers

Urban areas in Ecuador, such as Quito and Guayaquil, are known for high levels of pollutants like ozone (O3), sulfur dioxide (SO2), and nitrogen dioxide (NO2). These pollutants, generated by vehicle emissions, industrial activities, and natural events like volcanic eruptions, have long posed challenges to public health and the environment. With limited infrastructure for real-time monitoring, understanding spatial and temporal pollutant variations has remained difficult – until now.

The Study: Harnessing Satellite Data With ENVI® Software

The study used data satellite data from Sentinel-5P’s TROPOMI instrument, which captures global atmospheric measurements of key pollutants. ENVI software was instrumental in processing and analyzing these datasets, enabling advanced spatiotemporal analysis of pollutant trends across Ecuador during three key phases: pre-lockdown, lockdown, and post-lockdown.

 

Fig. 1. a) NO2 concentrations; b) SO2 concentrations; c) O3 concentrations in continental Ecuador provinces.

Key Findings

NO2 levels decreased significantly during the lockdown, particularly in:

  • Quito: A 26% reduction

  • Guayas Province: A 23% reduction

  • Sando Domingo de los Tsachilas: A 12% reduction

Post-lockdown, however, NO2 levels surged by up to 28%, attributed to increased private vehicle use as people avoided public transportation.

SO2 showed irregular trends, with notable increases in provinces like Chimborazo and Santa Elena. These spikes were linked to the eruptive activity of the Sangay volcano, demonstrating the interplay between natural events and atmospheric conditions.

O3 concentrations paradoxically increased by 2-3% during the lockdown. This behavior is attributed to reduced NOx levels, which typically react with ozone to lower its concentration.

How ENVI Made It Possible

This study highlights how satellite data and tools like ENVI can provide valuable insights into environmental changes, especially during extraordinary events like the COVID-19 pandemic. By generating time-series analyses and hotspot maps researchers:

  • Identified regions with the highest pollutant concentrations

  • Validated satellite data against local monitoring stations with high correlation for NO2 and O3

  • Enabled policy makers to visualize trends and make informed decisions about pollution management

Implications for Public Policy

The findings highlight the immediate benefit of reduced human activity on air quality, providing a model for future urban planning and pollution control strategies. This study underscores the potential of satellite data and tools like ENVI to monitor and mitigate environmental challenges.

In summary, the COVID-19 lockdown not only changed our daily lives but also had a measurable impact on air quality. By using satellite data processed with ENVI, researchers were able to reveal the complexities of how pollutants interact and change in response to reduced human activity. This study is a prime example of how technology can help us understand and address environmental challenges, ultimately guiding us toward a cleaner, healthier future.

 

For more insights on how satellite data and ENVI software are transforming environment monitoring, explore this white paper or contact us to learn more.

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