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Bias correction in species distribution models: pooling survey and collection data for multiple species

Bias correction in species distribution models: pooling survey and collection data for multiple species

Presence-only records may provide data on the distributions of rare species, but commonly suffer from large, unknown biases due to their typically haphazard collection schemes. Presence-absence or count data collected in systematic, planned surveys are more reliable but typically less abundant.We proposed a probabilistic model to allow for joint analysis …