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2015-09-10
effects of bias-correction are large
spatial filtering works best, followed by correction grid
Fourcade, Yoan, Jan O. Engler, Dennis Rödder, and Jean Secondi. 2014. “Mapping Species Distributions with MAXENT Using a Geographically Biased Sample of Presence Data: A Performance Assessment of Methods for Correcting Sampling Bias.” PLoS ONE 9 (5). Public Library of Science: e97122. doi:10.1371/journal.pone.0097122.
Kramer-Schadt, Stephanie, Jürgen Niedballa, John D. Pilgrim, Boris Schröder, Jana Lindenborn, Vanessa Reinfelder, Milena Stillfried, et al. 2013. “The Importance of Correcting for Sampling Bias in MaxEnt Species Distribution Models.” Diversity and Distributions 19 (11): 1366–79. doi:10.1111/ddi.12096.
Syfert, Mindy M., Matthew J. Smith, and David A. Coomes. 2013. “The Effects of Sampling Bias and Model Complexity on the Predictive Performance of MaxEnt Species Distribution Models.” PLoS ONE 8 (2). Public Library of Science: e55158. doi:10.1371/journal.pone.0055158.