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Restoration ArticleRestoration Notes
Open Access

Innovation in Restoration: Estimating Seed Counts Using a Photography App

Samantha Kelly, Cessair McKinney and Kerry M. Byrne
Ecological Restoration, March 2022, 40 (1) 29-32; DOI: https://doi.org/10.3368/er.40.1.29
Samantha Kelly
Department of Environmental Science and Management, Humboldt State University, Arcata, CA
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Cessair McKinney
Dpartment of Environmental Science and Management, Humboldt State University, Arcata, CA
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Kerry M. Byrne
Department of Environmental Science and Management, 1 Harpst St., Arcata, CA 95521
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  • For correspondence: kb33{at}humboldt.edu
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References

  1. ↵
    1. Baskin, C.C. and
    2. J.M. Baskin
    . 2007. A revision of Martin’s seed classification system, with particular reference to his dwarf-seed type. Seed Science Research 17:11–20.
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    1. Bertucci, M.B.,
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    . 2020. Quantification of palmer amaranth seed number using a computerized particle analyzer. Agricultural & Environmental Letters 5:e20003.
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    1. Cochran, W.G.
    1977. Sampling Techniques. 3rd ed. New York, NY: Wiley.
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    1. Erickson, V.J.
    2008. Developing Native Plant Germplasm for National Forests and Grasslands in the Pacific Northwest. Native Plants Journal 9:255–266.
    OpenUrlAbstract/FREE Full Text
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    1. Frischie, S.,
    2. A.L. Miller,
    3. S. Pedrini and
    4. O.A. Kildisheva
    . 2020. Ensuring seed quality in ecological restoration: native seed cleaning and testing. Restoration Ecology 28:S239–S248.
    OpenUrl
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    1. Gann, G.D.,
    2. T. McDonald,
    3. B. Walder,
    4. J. Aronson,
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    , et al. 2019. International principles and standards for the practice of ecological restoration. 2nd edition. Restoration Ecology 27:S1–S46.
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    1. Mussadiq, Z.,
    2. B. Laszlo,
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    . 2015. Evaluation and comparison of open source program solutions for automatic seed counting on digital images. Computers and Electronics in Agriculture 117:194–199.
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    1. Pedrini, S. and
    2. K.W. Dixon
    . 2020. International principles and standards for native seeds in ecological restoration. Restoration Ecology 28:S286–S303.
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    Royal Botanic Gardens Kew. 2021. Seed Information Database (SID). Version 7.1. data.kew.org/sid.
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    1. Severini, A.D.,
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    . 2011. Counting Maize Kernels through Digital Image Analysis. Crop Science 51:2796–2800.
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    OpenUrl
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Ecological Restoration: 40 (1)
Ecological Restoration
Vol. 40, Issue 1
March 2022
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Innovation in Restoration: Estimating Seed Counts Using a Photography App
Samantha Kelly, Cessair McKinney, Kerry M. Byrne
Ecological Restoration Mar 2022, 40 (1) 29-32; DOI: 10.3368/er.40.1.29

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Innovation in Restoration: Estimating Seed Counts Using a Photography App
Samantha Kelly, Cessair McKinney, Kerry M. Byrne
Ecological Restoration Mar 2022, 40 (1) 29-32; DOI: 10.3368/er.40.1.29
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