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Finding the signal in the Noise of Citizen Science Observations

Steve Kelling, Alison Johnston, Daniel Fink, Viviana Ruiz-Gutierrez, Rick Bonney, Aletta Bonn, Miguel Fernandez, Wesley M. Hochachka, Romain Julliard, Roland Kraemer, Robert Guralnick
doi: https://doi.org/10.1101/326314
Steve Kelling
1Cornell Lab of Ornithology, Cornell University, Ithaca NY, USA 14850
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Alison Johnston
2Cornell Lab of Ornithology, Cornell University, Ithaca NY, USA 14850 and the Department of Zoology, University of Cambridge, The David Attenborough Building, Cambridge England CB2 3QZ
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Daniel Fink
1Cornell Lab of Ornithology, Cornell University, Ithaca NY, USA 14850
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Viviana Ruiz-Gutierrez
1Cornell Lab of Ornithology, Cornell University, Ithaca NY, USA 14850
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Rick Bonney
1Cornell Lab of Ornithology, Cornell University, Ithaca NY, USA 14850
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Aletta Bonn
3German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Deutscher Platz 5e, 04103 Leipzig, Germany
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Miguel Fernandez
4NatureServe, 4600 N. Fairfax Dr., Arlington VA USA 22203
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Wesley M. Hochachka
1Cornell Lab of Ornithology, Cornell University, Ithaca NY, USA 14850
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Romain Julliard
5Center for Ecology and Conservation Sciences, Muséum National d’Histoire Naturelle, Paris, France
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Roland Kraemer
6Helmholtz Centre for Environmental Research, Department of Ecosystem Services, Permoserstr. 15, 04318 Leipzig, Germany, the German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Deutscher Platz 5e, 04103 Leipzig, Germany, and Humboldt-Universität zu Berlin, Institute of Geography, Rudower Chaussee 16, 12489 Berlin, Germany
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Robert Guralnick
7Department of Natural History, and the Florida Museum of Natural History, University of Florida, Gainsville FLUSA 32611
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Posted May 18, 2018.
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Finding the signal in the Noise of Citizen Science Observations
Steve Kelling, Alison Johnston, Daniel Fink, Viviana Ruiz-Gutierrez, Rick Bonney, Aletta Bonn, Miguel Fernandez, Wesley M. Hochachka, Romain Julliard, Roland Kraemer, Robert Guralnick
bioRxiv 326314; doi: https://doi.org/10.1101/326314
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Finding the signal in the Noise of Citizen Science Observations
Steve Kelling, Alison Johnston, Daniel Fink, Viviana Ruiz-Gutierrez, Rick Bonney, Aletta Bonn, Miguel Fernandez, Wesley M. Hochachka, Romain Julliard, Roland Kraemer, Robert Guralnick
bioRxiv 326314; doi: https://doi.org/10.1101/326314

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