EcologyAlgal ResearchPeer-reviewed
Characterizing Industrial Pond Ecology Timeline in DISCOVR Cultivation Trials for Early Detection of Pond Crashes
Elise K. Wilbourn, Deanna Joy Curtis, Hemanth Kolla…·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.
DOI 10.1016/j.algal.2026.104932