War in Ukraine: Tracking the fighting with satellites

TL;DR

Data journalist uses NASA's satellite surveillance system to track fires and military activity in the Ukraine-Russia war.

Transcript

Russia's invasion of Ukraine has devastated the country but the full scale of military activity has been hard to assess so Sandra ulvan solstad The Economist senior data journalist came up with a plan to penetrate the fog of War I figured my comparative advantage would be to look at the war from above one worry I had When The War Began was that a l... Read More

Key Insights

• 🔀 Sandra ulvan solstad utilized NASA's satellite surveillance system to track fires and military activity in the Ukraine-Russia war.
• ❤️‍🔥 The system analyzes fire data to identify abnormal activity related to the conflict, providing valuable insights into military operations.
• ❤️‍🔥 While the system has limitations and can't always differentiate between normal fires and war-related fires, it offers a unique perspective on the war.
• 🫥 Sandra noticed an increase in fire events and operations near the front line on June 5th, indicating an escalation of military actions.
• 🥳 The system updates twice a day, providing real-time data on the war zone.
• 🫱 Shaping operations, which disrupt the enemy's ability to respond, are crucial before launching attacks in the war.
• 🫱 The system helps pierce the fog of war and provides a clearer picture of the ground situation in the Ukraine-Russia conflict.

Questions & Answers

Q: How did Sandra ulvan solstad use satellite data to track military activity in the Ukraine-Russia war?

Sandra used NASA's satellite surveillance system to analyze fire data and determine if it was related to the conflict. She created training data to teach the system to identify abnormal activity associated with the war.

Q: What are the limitations of the satellite surveillance system?

The system can see through clouds, but heavy cloud cover during winter can hinder its accuracy. Additionally, it sometimes categorizes fires as war-related when they are not and vice versa, making its classifications probabilistic.

Q: What changes did Sandra notice in the data on June 5th?

On June 5th, Sandra observed an increase in fire events and operations near the front line. The data suggested that the Ukrainian Army was pushing forward and military bombardments were escalating.

Q: Why did Sandra set up the system to track military activity and fires?

Sandra wanted to penetrate the fog of war and gain insights into what was happening on the ground in the Ukraine-Russia war. The system provided a neutral and consistent way to track the conflict independently.

Key Insights:

• Sandra ulvan solstad utilized NASA's satellite surveillance system to track fires and military activity in the Ukraine-Russia war.
• The system analyzes fire data to identify abnormal activity related to the conflict, providing valuable insights into military operations.
• While the system has limitations and can't always differentiate between normal fires and war-related fires, it offers a unique perspective on the war.
• Sandra noticed an increase in fire events and operations near the front line on June 5th, indicating an escalation of military actions.
• The system updates twice a day, providing real-time data on the war zone.
• Shaping operations, which disrupt the enemy's ability to respond, are crucial before launching attacks in the war.
• The system helps pierce the fog of war and provides a clearer picture of the ground situation in the Ukraine-Russia conflict.
• The satellite surveillance system offers an independent and consistent way to track the war, avoiding reliance on biased or limited human sources.

Summary & Key Takeaways

• Data journalist Sandra ulvan solstad used NASA's satellite surveillance system to track fires and determine if they were related to the war in Ukraine.

• The system analyzes data from normal years to learn patterns and identify abnormal activity related to the conflict.

• While the system is not perfect and has limitations, it provides valuable insights into military operations and fire activity in the war zone.