Breaching patterns:
![Image](https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgDftw08HtUOvD_z1oYh4bRayGex9TRI0c1dqMT2-2TB2so9MzzEey1VxuuLMZiPVrgs6-dJZj_52qDRuWchWsiERsGVV0b-07vQziUVqP7FGWInhlqXkw3bdmxHmMQ_3stDufhJjedqtTpZx8eCjf1CcPd8OO7zRnk7ulpHDPaqmgEFLRCnU3bqJHr/w640-h400/ShiftReds.png)
Following Pakistan August 2022 floods, due to extreme monsoon rains, a HQ image of a plume in lake Manchar attracted comments around the world: see space.com , or newsweek.com . We added those free imagery sets to train the algorithm to track flow patterns result of levee breaching , as this phenomenon is essential to identify and manage floods in near real time. The display shows a shift to reds from Sentinel-2 MSI, using Google-Earth-Engine. Other former testing case was at Honduras, after devastating hurricanes Eta and Iota, November 2021, where we trained with SAR Sentinel-1 imagery.