Science Advances · 2017 · 176 citations · 35 references
Natural ResourcesBiodiversity ConservationConservation BiologyConservation EcologyHabitat ConservationWildlife ManagementBird ConservationBird EcologyBird Habitat UseBird MigrationHabitat Conservation PlanningWildlife ConservationBird Conservation PlanningConservation Of Migratory BirdsDynamic ConservationLandscape Scale Habitat UseMigratory Bird ConservationMigratory Bird ManagementMigratory Species ManagementWildlife Conservation Planning
In an era of unprecedented and rapid global change, dynamic conservation strategies that tailor the delivery of habitat to when and where it is most needed can be critical for the persistence of species, especially those with diverse and dispersed habitat requirements. We demonstrate the effectiveness of such a strategy for migratory waterbirds. We analyzed citizen science and satellite data to develop predictive models of bird populations and the availability of wetlands, which we used to determine temporal and spatial gaps in habitat during a vital stage of the annual migration. We then filled those gaps using a reverse auction marketplace to incent qualifying landowners to create temporary wetlands on their properties. This approach is a cost-effective way of adaptively meeting habitat needs for migratory species, optimizes conservation outcomes relative to investment, and can be applied broadly to other conservation challenges.
35
Extinction risk from climate change
Chris D. Thomas, A. Cameron, Rhys E. Green et al. · Nature · 2004 · 7.7K citations · Full text
A working guide to boosted regression trees
Jane Elith, John R. Leathwick, Trevor Hastie · Journal of Animal Ecology · 2008 · 6.5K citations · Full text
Computing, Biostatistics, Ecology +14
Paul J. Crutzen · Nature · 2002 · 4.4K citations · Full text
A survey of cross-validation procedures for model selection
2009 · 3.8K citations
A survey of cross-validation procedures for model selection
Statistics Surveys · 2010 · 3.3K citations · Full text