Recent increases in glyphosate use in perennial crops of California, USA, are hypothesized to have led to an increase in selection and evolution of resistance to the herbicide in Conyza canadensis populations. To gain insight into the evolutionary origins and spread of resistance and to inform glyphosate resistance management strategies, we investigated the geographical distribution of glyphosate resistance in C.canadensis across and surrounding the Central Valley, its spatial relationship to groundwater protection areas (GWPA), and the genetic diversity and population structure and history using microsatellite markers. Frequencies of resistant individuals in 42 sampled populations were positively correlated with the size of GWPA within counties. Analyses of population genetic structure also supported spread of resistance in these areas. Bayesian clustering and approximate Bayesian computation (ABC) analyses revealed multiple independent origins of resistance within the Central Valley. Based on parameter estimation in the ABC analyses, resistant genotypes underwent expansion after glyphosate use began in agriculture, but many years before it was detected. Thus, diversity in weed control practices prior to herbicide regulation in GWPA probably kept resistance frequencies low. Regionally coordinated efforts to reduce seed dispersal and selection pressure are needed to manage glyphosate resistance in C.canadensis.
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Agr & Agri Food Canada, Harrow Res & Dev Ctr, 2585 Cty Rd 20, Harrow, ON N8H 4W7, CanadaAgr & Agri Food Canada, Harrow Res & Dev Ctr, 2585 Cty Rd 20, Harrow, ON N8H 4W7, Canada
Page, Eric R.
Grainger, Christopher M.
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Univ Guelph, Dept Plant Agr, 50 Stone Rd East, Guelph, ON N1G 2W1, CanadaAgr & Agri Food Canada, Harrow Res & Dev Ctr, 2585 Cty Rd 20, Harrow, ON N8H 4W7, Canada
Grainger, Christopher M.
Laforest, Martin
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St Jean Sur Richelieu Res & Dev Ctr, 430 Gouin Blvd, St Jean, PQ J3B 3E6, CanadaAgr & Agri Food Canada, Harrow Res & Dev Ctr, 2585 Cty Rd 20, Harrow, ON N8H 4W7, Canada
Laforest, Martin
Nurse, Robert E.
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Agr & Agri Food Canada, Harrow Res & Dev Ctr, 2585 Cty Rd 20, Harrow, ON N8H 4W7, CanadaAgr & Agri Food Canada, Harrow Res & Dev Ctr, 2585 Cty Rd 20, Harrow, ON N8H 4W7, Canada
Nurse, Robert E.
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Rajcan, Istvan
Bae, Jichul
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Agr & Agri Food Canada, Harrow Res & Dev Ctr, 2585 Cty Rd 20, Harrow, ON N8H 4W7, Canada
Agassiz Res & Dev Ctr, 6947 Highway 7, Agassiz, BC V0M 1A0, CanadaAgr & Agri Food Canada, Harrow Res & Dev Ctr, 2585 Cty Rd 20, Harrow, ON N8H 4W7, Canada
Bae, Jichul
Tardif, Francois J.
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Univ Guelph, Dept Plant Agr, 50 Stone Rd East, Guelph, ON N1G 2W1, CanadaAgr & Agri Food Canada, Harrow Res & Dev Ctr, 2585 Cty Rd 20, Harrow, ON N8H 4W7, Canada
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Oregon State Univ, Dept Hort, 4017 Agr & Life Sci,2750 SW Campus Way, Corvallis, OR 97331 USAOregon State Univ, Dept Hort, 4017 Agr & Life Sci,2750 SW Campus Way, Corvallis, OR 97331 USA
Moretti, Marcelo L.
Bobadilla, Lucas K.
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Univ Illinois, Dept Crop Sci, Urbana, IL 61801 USAOregon State Univ, Dept Hort, 4017 Agr & Life Sci,2750 SW Campus Way, Corvallis, OR 97331 USA
Bobadilla, Lucas K.
Hanson, Bradley D.
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Univ Calif Davis, Dept Plant Sci, Davis, CA 95616 USAOregon State Univ, Dept Hort, 4017 Agr & Life Sci,2750 SW Campus Way, Corvallis, OR 97331 USA
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Virginia Polytech Inst & State Univ, Dept Plant Pathol Physiol & Weed Sci, Blacksburg, VA 24060 USAVirginia Polytech Inst & State Univ, Dept Plant Pathol Physiol & Weed Sci, Blacksburg, VA 24060 USA
Flessner, Michael L.
McElroy, J. Scott
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Auburn Univ, Dept Crop Soil & Environm Sci, Auburn, AL 36849 USAVirginia Polytech Inst & State Univ, Dept Plant Pathol Physiol & Weed Sci, Blacksburg, VA 24060 USA
McElroy, J. Scott
McCurdy, James D.
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Mississippi State Univ, Mississippi State, MS 39762 USAVirginia Polytech Inst & State Univ, Dept Plant Pathol Physiol & Weed Sci, Blacksburg, VA 24060 USA
McCurdy, James D.
Toombs, Jordan M.
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Auburn Univ, Dept Crop Soil & Environm Sci, Auburn, AL 36849 USAVirginia Polytech Inst & State Univ, Dept Plant Pathol Physiol & Weed Sci, Blacksburg, VA 24060 USA
Toombs, Jordan M.
Wehtje, Glenn R.
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Auburn Univ, Dept Crop Soil & Environm Sci, Auburn, AL 36849 USAVirginia Polytech Inst & State Univ, Dept Plant Pathol Physiol & Weed Sci, Blacksburg, VA 24060 USA
Wehtje, Glenn R.
Burmester, Charles H.
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Auburn Univ, Dept Crop Soil & Environm Sci, Auburn, AL 36849 USAVirginia Polytech Inst & State Univ, Dept Plant Pathol Physiol & Weed Sci, Blacksburg, VA 24060 USA
Burmester, Charles H.
Price, Andrew J.
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Auburn Univ, ARS, USDA, Natl Soil Dynam Lab, Auburn, AL 36849 USAVirginia Polytech Inst & State Univ, Dept Plant Pathol Physiol & Weed Sci, Blacksburg, VA 24060 USA
Price, Andrew J.
Ducar, Joyce T.
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Auburn Univ, Dept Crop Soil & Environm Sci, Auburn, AL 36849 USAVirginia Polytech Inst & State Univ, Dept Plant Pathol Physiol & Weed Sci, Blacksburg, VA 24060 USA