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• W2114735331 abstract "For climate change projections to be useful, the magnitude of change must be understood relative to the magnitude of uncertainty in model predictions. We quantified the signal-to-noise ratio in projected distributional responses of boreal birds to climate change, and compared sources of uncertainty. Boosted regression tree models of abundance were generated for 80 boreal-breeding bird species using a comprehensive data set of standardized avian point counts (349 629 surveys at 122 202 unique locations) and 4-km climate, land use, and topographic data. For projected changes in abundance, we calculated signal-to-noise ratios and examined variance components related to choice of global climate model (GCM) and two sources of species distribution model (SDM) uncertainty: sampling error and variable selection. We also evaluated spatial, temporal, and interspecific variation in these sources of uncertainty. The mean signal-to-noise ratio across species increased over time to 2.87 by the end of the 21st century, with the signal greater than the noise for 88% of species. Across species, climate change represented the largest component (0.44) of variance in projected abundance change. Among sources of uncertainty evaluated, choice of GCM (mean variance component = 0.17) was most important for 66% of species, sampling error (mean = 0.12) for 29% of species, and variable selection (mean = 0.05) for 5% of species. Increasing the number of GCMs from four to 19 had minor effects on these results. The range of projected changes and uncertainty characteristics across species differed markedly, reinforcing the individuality of species' responses to climate change and the challenges of one-size-fits-all approaches to climate change adaptation. We discuss the usefulness of different conservation approaches depending on the strength of the climate change signal relative to the noise, as well as the dominant source of prediction uncertainty." @default.
• W2114735331 created "2016-06-24" @default.
• W2114735331 creator A5004663720 @default.
• W2114735331 creator A5022683999 @default.
• W2114735331 creator A5050268401 @default.
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• W2114735331 creator A5084733320 @default.
• W2114735331 creator A5088637446 @default.
• W2114735331 creator A5089389894 @default.
• W2114735331 date "2015-01-01" @default.
• W2114735331 modified "2023-10-16" @default.
• W2114735331 title "Projecting boreal bird responses to climate change: the signal exceeds the noise" @default.
• W2114735331 cites W1500255874 @default.
• W2114735331 cites W1504194060 @default.
• W2114735331 cites W1509521877 @default.
• W2114735331 cites W1530451520 @default.
• W2114735331 cites W1534056244 @default.
• W2114735331 cites W1586888322 @default.
• W2114735331 cites W1592039881 @default.
• W2114735331 cites W1678356000 @default.
• W2114735331 cites W1681521146 @default.
• W2114735331 cites W1697990593 @default.
• W2114735331 cites W1710732412 @default.
• W2114735331 cites W1743693627 @default.
• W2114735331 cites W1796528867 @default.
• W2114735331 cites W1838542636 @default.
• W2114735331 cites W1942079909 @default.
• W2114735331 cites W1962006002 @default.
• W2114735331 cites W1963778439 @default.
• W2114735331 cites W1965759024 @default.
• W2114735331 cites W1966334841 @default.
• W2114735331 cites W1967360417 @default.
• W2114735331 cites W1969425659 @default.
• W2114735331 cites W1972273794 @default.
• W2114735331 cites W1973843772 @default.
• W2114735331 cites W1975616056 @default.
• W2114735331 cites W1977563610 @default.
• W2114735331 cites W1982565654 @default.
• W2114735331 cites W1982887575 @default.
• W2114735331 cites W1983038171 @default.
• W2114735331 cites W1987894689 @default.
• W2114735331 cites W1989364707 @default.
• W2114735331 cites W1992239134 @default.
• W2114735331 cites W1996364967 @default.
• W2114735331 cites W1998025025 @default.
• W2114735331 cites W2002368560 @default.
• W2114735331 cites W2002758482 @default.
• W2114735331 cites W2006205503 @default.
• W2114735331 cites W2006294742 @default.
• W2114735331 cites W2008545839 @default.
• W2114735331 cites W2012823387 @default.
• W2114735331 cites W2013932208 @default.
• W2114735331 cites W2014145219 @default.
• W2114735331 cites W2016628424 @default.
• W2114735331 cites W2031901125 @default.
• W2114735331 cites W2033326107 @default.
• W2114735331 cites W2037155376 @default.
• W2114735331 cites W2037557484 @default.
• W2114735331 cites W2037723779 @default.
• W2114735331 cites W2039661292 @default.
• W2114735331 cites W2040535070 @default.
• W2114735331 cites W2042325204 @default.
• W2114735331 cites W2043256300 @default.
• W2114735331 cites W2043320726 @default.
• W2114735331 cites W2044903578 @default.
• W2114735331 cites W2045135375 @default.
• W2114735331 cites W2045594836 @default.
• W2114735331 cites W2046759075 @default.
• W2114735331 cites W2047374071 @default.
• W2114735331 cites W2054099962 @default.
• W2114735331 cites W2054991852 @default.
• W2114735331 cites W2055764609 @default.
• W2114735331 cites W2056312701 @default.
• W2114735331 cites W2056868695 @default.
• W2114735331 cites W2062217294 @default.
• W2114735331 cites W2065704251 @default.
• W2114735331 cites W2069086946 @default.
• W2114735331 cites W2070310561 @default.
• W2114735331 cites W2075532188 @default.
• W2114735331 cites W2077275506 @default.
• W2114735331 cites W2077551963 @default.
• W2114735331 cites W2078628914 @default.
• W2114735331 cites W2079587438 @default.
• W2114735331 cites W2080009534 @default.
• W2114735331 cites W2081959386 @default.
• W2114735331 cites W2084113824 @default.
• W2114735331 cites W2084602619 @default.
• W2114735331 cites W2089770805 @default.
• W2114735331 cites W2093094384 @default.
• W2114735331 cites W2093680084 @default.
• W2114735331 cites W2096694793 @default.
• W2114735331 cites W2098827790 @default.
• W2114735331 cites W2099320848 @default.
• W2114735331 cites W2102299211 @default.
• W2114735331 cites W2103242748 @default.
• W2114735331 cites W2104116626 @default.

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