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Deep Zero-Inflated Bernoulli model

technology1 mentionslast seen Oct 21, 2026

A deep statistical method for modeling latent species presence and conditional detection probabilities from heterogeneous covariate information.

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Deep Zero-Inflated Bernoulli modelapplies toNorth Atlantic Right Whale conservation90% confidence1 source
Deep Zero-Inflated Bernoulli modelapplies toblue economy management88% confidence1 source
Deep Zero-Inflated Bernoulli modeldepends onPassive Acoustic Monitoring85% confidence1 source

Deep Zero-Inflated Bernoulli model

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Deep Zero-Inflated Bernoulli modelapplies toNorth Atlantic Right Whale conservation

90% confidence1 supporting mentions

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preprintarXivOct 19, 2026A Deep Zero-Inflated Model of North Atlantic Right Whale Presence To Support Blue Economy Management
Application to real-world passive acoustic monitoring data on the North Atlantic Right Whale along the U.S. East Coast demonstrates improved model adequacy and predictive performance in capturing the species' dynamic and spatially varying habitat