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National Marsh Bird Monitoring: Methods, Pilot Study, and Where We Go From Here 16 January 2013 Mark Seamans U.S. Fish and Wildlife Service Lakewood, CO
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Webinar Outline Background – History of Marsh Bird Monitoring – Survey Protocol and Sampling Design Pilot Study – Methods – Results Transition from Pilot to Operational Program
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Target Species Rallidae: clapper rail, black rail, king rail, sora, Virginia rail, and yellow rail, common moorhen, purple gallinule, American Coot, purple swamphen Ardeidae: American bittern, least bittern Aramidae: limpkin Podicipedidae: pied-billed grebe Scolopacidae: Wilson’s snipe
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Background Workshops – 1998, 2006, 2011 King Rail Conservation Plan 2006 Waterbird Conservation for the Americas (Waterbirds Initiative) 2006 Assessment AFWA-Webless Funding Priorities Report 2008 Independent research
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Background Continued Survey Protocol – Courtney Conway – http://www.cals.arizona.edu/research/azfwru/NationalMarshBird/ http://www.cals.arizona.edu/research/azfwru/NationalMarshBird/ – Details of Protocol Study Design – Johnson, D. H., J. P. Gibbs, M. Herzog, S. Lor, N. D. Niemuth, C. A. Ribic, M. Seamans, T. L. Shaffer, W. G. Shriver, S. V. Stehman, and W. L. Thompson. 2009. A sampling design framework for monitoring secretive marshbirds. Waterbirds 32:230-215.
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Example of Hexagon Selection
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Example of Point Selection in Hexes
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Pilot Study Wisconsin 2008 Idaho 2009 – 2010 Kentucky 2009 New York 2009 Florida 2010 Michigan 2010 Ohio 2011
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HQ
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Objectives of Pilot Do protocol and design work together Sampling effort to achieve certain levels of precision for abundance or trend estimates. This included thoughts on how to stratify As pilot progressed shifted focus to work under a new paradigm – How to use monitoring to address management issues – Can monitoring meet information needs for species of greatest concern
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Methods The Data – repeat visits within & among years, strata – Individuals identified (counted) each survey – Distance to individual estimated – Two-stage sample (variance estimator) – Covariates related to detection and abundance Analysis – Binomial Mixture Model with Horvitz-Thompson Estimator Detection related to distance done first – Zero-inflated Poisson model with Bayesian Framework – Abundance (& Occupancy) estimated by strata & year
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RESULTS
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Pilot Results: Abundance
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Pilot Results: Occupancy Florida Clapper Rail 2010: φ = 0.81 (0.70-0.92) 95% CI 2011: φ = 0.90 (0.80-0.97) Idaho Sora High Quality Stratum 2009: φ = 0.76 (0.63-0.83) 2010: φ = 0.86 (0.76-0.95) General Stratum 2009: φ = 0.38 (0.18-0.76) 2010: φ = 0.21 (0.10-0.39) Wisconsin Sora 2009: φ = 0.59 (0.50-0.70) 2010: φ = 0.49 (0.38-0.64) 2011: φ = 0.35 (0.25-0.54)
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Clapper Rail Detection Probability
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Detection Probability of American Bittern in Idaho (A) and the Upper Midwest (B)
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Precision of N as Function of % PSUs Surveyed
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Precision of N as Function of # PSUs Surveyed
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Partitioning Variance
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Inferences from Pilot There are a lot of some species on the landscape Rare species are an issue Omnibus approach to monitoring and what we did during the Pilot
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Inferences Cont. What can omnibus approach give us? – Inform harvest management, except for KIRA – Inform state conservation plans? Depends. – May reveal general habitat affinities What omnibus approach cannot give us. – An assessment of KIRA or BLRA populations – Why they are declining and what to do about it – How any species responds to habitat management Water levels, burning, invasive management, etc.
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Proposed Way Forward Mix of omnibus and “management monitoring” Mix of two would give us: – Experimental comparisons – Efficient way to meet needs of multi-species survey
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King Rail Management
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Data can be used to: N wrp = abundance from treatment areas N gen = abundance from general whole area H 0 : D wrp = D gen N total = N wrp + N gen (a status assessment)
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Marsh Bird Conservation Program Steps to Conserving & Managing Marsh Birds 1.Define Conservation Issues 2.Develop Hypotheses or Management Objectives 3.Develop & Implement Management Actions 4.Monitor 5.Learn and repeat as necessary
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