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Field validation of an invasive species Maxent model
Ecological Informatics, 2016 AbstractAccurate and reliable predictions of invasive species distributions are urgently needed by land managers for developing management plans and monitoring new potential areas of establishment. Presence-only species distribution models are commonly used in these evaluations, however they are rarely tested with independent data over time or compared
Cynthia S Brown +2 more
exaly +2 more sources
Ecological niche modeling in Maxent: the importance of model complexity and the performance of model selection criteria [PDF]
Ecological Applications, 2011 Maxent, one of the most commonly used methods for inferring species distributions and environmental tolerances from occurrence data, allows users to fit models of arbitrary complexity. Model complexity is typically constrained via a process known as L1 regularization, but at present little guidance is available for setting the appropriate level of ...
Stephanie Seifert, Dan Warren
exaly +3 more sources
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Effect of the Maxent model’s complexity on the prediction of species potential distributions
Biodiversity Science, 2016Gengping Zhu
exaly