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We use EcoIS to sample flowering phenology plots in a high arctic environment and create image series that later generate phenophase counts and automatically estimate phenological dates of interest. ... We address both the increased utilization and the need to diversify the way they are produced by introducing an open source Python (www.python.org) library called EcoIS that creates image series from unaligned ... Acknowledgments The authors thank Palle Smedegaard Nielsen and Jannik Hansen for their assistance in the field as well as Aarhus University for providing access to Zackenberg. ...doi:10.1016/j.ecoinf.2013.09.006 fatcat:2mes2sbb75dolmfm5b62huefqm