NASA Uses Machine Learning to Enhance Flash Flood Warnings

The Transient Artifact and Continuous Learning System (TACLS) leverages data from continuously operating satellite networks coupled with machine learning models to help meteorologists at the National Weather Service forecast flash floods more efficiently.
Posted on June 16, 2026
Sign up for our newsletter:

Categories

37
12
1
11
17
2
6
103
4
2
10
6
2
3
3
1
Io
4
14
29
6
5
12
43
1
13
6
1
2
1
3
260
10
1
2
1
7
220
10
1
10
1
1
10
4
624
344
3
1
58
1
29
1
1
1
2
10
1
52
193
1
24
1
365
6
3
14
1
3
147
12
18
4
1
1
4
1
4
18
2
196
2

Blog Posts

Newsletter Archive