Characterizing Industrial Pond Ecology Timeline in DISCOVR Cultivation Trials for Early Detection of Pond Crashes
Elise K. Wilbourn, Deanna Joy Curtis, Hemanth Kolla, Prashant Rai, Pamela Lane, John A. McGowen, Todd W. Lane, Kunal Poorey
This study develops PondSentry, a time-series anomaly detection method, to predict algal pond crashes three days in advance using ecological data from Arizona cultivation trials.
Algal Research · Sep 4, 2026Peer-reviewedEcology