Detection of Coastal Flooding With TinyCamML: A Low‐Cost, Privacy‐Preserving Cellular‐Connected Camera With Onboard ML
Abstract
Abstract Chronic flooding is an issue for low‐lying coastal communities globally, and it is expected to worsen with rising sea levels. Predicting when and where these floods occur can be difficult as they can be hyper‐local and ephemeral, depending on the flood drivers (e.g., tides, rain). These factors make it difficult to measure the full spatial and temporal extent of chronic floods with in situ sensors. Here, we introduce a low‐cost (
Fields of Study & Subjects
Flood Risk Assessment and Management
Water Quality Monitoring Technologies
Coastal wetland ecosystem dynamics
Publication details
- Journal / source
- Water Resources Research
- Publisher
- American Geophysical Union (AGU)
- Volume
- 62
- Issue
- 3
- Publication date
- 1 March 2026
- Language
- EN