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Metcalfe H, Storkey J, Hull R, Bullock JM, Whitmore A, Sharp RT, Milne AE. Trade-offs constrain the success of glyphosate-free farming. Sci Rep 2024; 14:8001. [PMID: 38580796 PMCID: PMC10997608 DOI: 10.1038/s41598-024-58183-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Accepted: 03/26/2024] [Indexed: 04/07/2024] Open
Abstract
Glyphosate, the most widely used herbicide, is linked with environmental harm and there is a drive to replace it in agricultural systems. We model the impacts of discontinuing glyphosate use and replacing it with cultural control methods. We simulate winter wheat arable systems reliant on glyphosate and typical in northwest Europe. Removing glyphosate was projected to increase weed abundance, herbicide risk to the environment, and arable plant diversity and decrease food production. Weed communities with evolved resistance to non-glyphosate herbicides were not projected to be disproportionately affected by removing glyphosate, despite the lack of alternative herbicidal control options. Crop rotations with more spring cereals or grass leys for weed control increased arable plant diversity. Stale seedbed techniques such as delayed drilling and choosing ploughing instead of minimum tillage had varying effects on weed abundance, food production, and profitability. Ploughing was the most effective alternative to glyphosate for long-term weed control while maintaining production and profit. Our findings emphasize the need for careful consideration of trade-offs arising in scenarios where glyphosate is removed. Integrated Weed Management (IWM) with more use of cultural control methods offers the potential to reduce chemical use but is sensitive to seasonal variability and can incur negative environmental and economic impacts.
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Affiliation(s)
- H Metcalfe
- Net Zero & Resilient Farming, Rothamsted Research, Harpenden, AL5 2JQ, UK.
| | - J Storkey
- Protecting Crops and the Environment, Rothamsted Research, Harpenden, AL5 2JQ, UK
| | - R Hull
- Protecting Crops and the Environment, Rothamsted Research, Harpenden, AL5 2JQ, UK
| | - J M Bullock
- UK Centre for Ecology & Hydrology, Wallingford, OX10 8BB, UK
| | - A Whitmore
- Net Zero & Resilient Farming, Rothamsted Research, Harpenden, AL5 2JQ, UK
| | - R T Sharp
- Net Zero & Resilient Farming, Rothamsted Research, Harpenden, AL5 2JQ, UK
| | - A E Milne
- Net Zero & Resilient Farming, Rothamsted Research, Harpenden, AL5 2JQ, UK
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Woodcock BA, Garratt MPD, Powney GD, Shaw RF, Osborne JL, Soroka J, Lindström SAM, Stanley D, Ouvrard P, Edwards ME, Jauker F, McCracken ME, Zou Y, Potts SG, Rundlöf M, Noriega JA, Greenop A, Smith HG, Bommarco R, van der Werf W, Stout JC, Steffan-Dewenter I, Morandin L, Bullock JM, Pywell RF. Meta-analysis reveals that pollinator functional diversity and abundance enhance crop pollination and yield. Nat Commun 2019; 10:1481. [PMID: 30931943 PMCID: PMC6443707 DOI: 10.1038/s41467-019-09393-6] [Citation(s) in RCA: 56] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2018] [Accepted: 03/08/2019] [Indexed: 12/03/2022] Open
Abstract
How insects promote crop pollination remains poorly understood in terms of the contribution of functional trait differences between species. We used meta-analyses to test for correlations between community abundance, species richness and functional trait metrics with oilseed rape yield, a globally important crop. While overall abundance is consistently important in predicting yield, functional divergence between species traits also showed a positive correlation. This result supports the complementarity hypothesis that pollination function is maintained by non-overlapping trait distributions. In artificially constructed communities (mesocosms), species richness is positively correlated with yield, although this effect is not seen under field conditions. As traits of the dominant species do not predict yield above that attributed to the effect of abundance alone, we find no evidence in support of the mass ratio hypothesis. Management practices increasing not just pollinator abundance, but also functional divergence, could benefit oilseed rape agriculture.
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Affiliation(s)
- B A Woodcock
- NERC Centre for Ecology and Hydrology, Crowmarsh Gifford, Wallingford, Oxfordshire, OX10 8BB, UK.
| | - M P D Garratt
- Centre for Agri-Environmental Research, School of Agriculture Policy and Development, University of Reading, Reading, RG6 6AL, UK
| | - G D Powney
- NERC Centre for Ecology and Hydrology, Crowmarsh Gifford, Wallingford, Oxfordshire, OX10 8BB, UK
| | - R F Shaw
- Environment & Sustainability Institute, University of Exeter, Penryn Campus, Penryn, Cornwall, TR10 9FE, UK
| | - J L Osborne
- Environment & Sustainability Institute, University of Exeter, Penryn Campus, Penryn, Cornwall, TR10 9FE, UK
| | - J Soroka
- Saskatoon Research and Development Centre, Agriculture and Agri-Food Canada/Government of Canada, Saskatoon, S7N 0X2, Canada
| | - S A M Lindström
- Department of Ecology, Swedish University of Agricultural Sciences, 750 07, Uppsala, Sweden
- Department of Biology, Lund University, 223 62, Lund, Sweden
- Swedish Rural Economy and Agricultural Society, Kristianstad, S-291 09, Sweden
| | - D Stanley
- Botany and Plant Science, School of Natural Sciences, Ryan Institute, National University of Ireland, Galway, H91 TK33, Ireland
| | - P Ouvrard
- University Catholique do Louvain, ELIA, Croix du Sud 2/L7.05.14, 1348, Louvain-la-Neuve, Belgium
| | - M E Edwards
- Leaside, Carron Lane, Midhurst, West Sussex, GU29 9LB, UK
| | - F Jauker
- Department of Animal Ecology, Justus Liebig University, Heinrich-Buff-Ring, 26-32, 35932, Giessen, Germany
| | - M E McCracken
- NERC Centre for Ecology and Hydrology, Crowmarsh Gifford, Wallingford, Oxfordshire, OX10 8BB, UK
| | - Y Zou
- Department of Environmental Science, Xi'an Jiaotong-Liverpool University, 215123, Suzhou, China
| | - S G Potts
- Centre for Agri-Environmental Research, School of Agriculture Policy and Development, University of Reading, Reading, RG6 6AL, UK
| | - M Rundlöf
- Department of Biology, Lund University, 223 62, Lund, Sweden
| | - J A Noriega
- Department of Biogeography and Global Change, National Museum of Natural Science, Madrid, 28006, Spain
| | - A Greenop
- NERC Centre for Ecology and Hydrology, Crowmarsh Gifford, Wallingford, Oxfordshire, OX10 8BB, UK
| | - H G Smith
- Department of Biology, Lund University, 223 62, Lund, Sweden
- Centre for Environmental and Climate Research, Lund University, Lund, S-223 62, Sweden
| | - R Bommarco
- Department of Ecology, Swedish University of Agricultural Sciences, Uppsala, SE-750 07, Sweden
| | - W van der Werf
- Centre for Crop Systems Analysis, Wageningen University, Wageningen, 6700, The Netherlands
| | - J C Stout
- School of Natural Sciences, Trinity College Dublin, Dublin 2, Ireland
| | - I Steffan-Dewenter
- Department of Animal Ecology and Tropical Biology, Biocenter, University of Würzburg, Am Hubland, 97074, Würzburg, Germany
| | - L Morandin
- Pollinator Partnership Canada, Head Office, 423 Washington Street, 5th floor, San Francisco, CA, 94111, USA
| | - J M Bullock
- NERC Centre for Ecology and Hydrology, Crowmarsh Gifford, Wallingford, Oxfordshire, OX10 8BB, UK
| | - R F Pywell
- NERC Centre for Ecology and Hydrology, Crowmarsh Gifford, Wallingford, Oxfordshire, OX10 8BB, UK
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Bullock JM, Lanaux TM, Shmalberg JW. Comparison of pentobarbital-phenytoin alone vs propofol prior to pentobarbital-phenytoin for euthanasia in 436 client-owned dogs. J Vet Emerg Crit Care (San Antonio) 2019; 29:161-165. [PMID: 30767356 DOI: 10.1111/vec.12813] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2016] [Revised: 02/23/2017] [Accepted: 03/01/2017] [Indexed: 11/28/2022]
Abstract
OBJECTIVE To report the incidence of adverse events during euthanasia of client-owned dogs administered either intravenous pentobarbital/phenytoin (PP) or PP after propofol delivery. DESIGN/SETTING Prospective, observational, multi-site study. ANIMALS Four hundred thirty-six dogs undergoing client-elected euthanasia over a 1-year period. INTERVENTIONS Interventions included placement of an IV catheter and delivery of euthanasia agents (PP for the PP group, propofol followed by PP for the propofol group). Seven pre-determined adverse events were recorded: agonal breaths, urination, defecation, vocalization, muscle activity, dysphoria, and catheter complications. Euthanasia scores for each patient were defined as the sum of all adverse events (0-7) the patient exhibited. MEASUREMENTS AND MAIN RESULTS Two hundred thirty-six dogs were in the PP group and 200 dogs were in the propofol group. No significant differences were detected in the dose of PP administered (166.9 ± 105.6 mg/kg for PP group, 182.6 ± 109.8 mg/kg for propofol group). Propofol dogs received 4.5 ± 2.9 mg/kg propofol. The incidence of ≥ 1 adverse event was 35.2% in the PP group and 26.5% in the propofol group (P = 0.052). Mean euthanasia scores (0.47 PP group, 0.32 propofol group) were not significantly different (P = 0.08). Propofol significantly reduced the incidence of muscle activity (6% vs. 14%, odds ratio 0.39; P = 0.0079). CONCLUSIONS There was no difference in the likelihood of the studied adverse events during client-elected euthanasia in dogs when propofol was used prior to PP. There was a significant reduction in perimortem muscle activity if propofol was given prior to PP.
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Affiliation(s)
- Jessica M Bullock
- Department of Small Animal Clinical Sciences, College of Veterinary Medicine, University of Florida, Gainesville, FL
| | - Travis M Lanaux
- Department of Small Animal Clinical Sciences, College of Veterinary Medicine, University of Florida, Gainesville, FL
| | - Justin W Shmalberg
- Department of Comparative, Diagnostic, and Population Medicine, College of Veterinary Medicine, University of Florida, Gainesville, FL
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Redhead JW, Stratford C, Sharps K, Jones L, Ziv G, Clarke D, Oliver TH, Bullock JM. Empirical validation of the InVEST water yield ecosystem service model at a national scale. Sci Total Environ 2016; 569-570:1418-1426. [PMID: 27395076 DOI: 10.1016/j.scitotenv.2016.06.227] [Citation(s) in RCA: 86] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2016] [Revised: 06/28/2016] [Accepted: 06/28/2016] [Indexed: 05/13/2023]
Abstract
A variety of tools have emerged with the goal of mapping the current delivery of ecosystem services and quantifying the impact of environmental changes. An important and often overlooked question is how accurate the outputs of these models are in relation to empirical observations. In this paper we validate a hydrological ecosystem service model (InVEST Water Yield Model) using widely available data. We modelled annual water yield in 22 UK catchments with widely varying land cover, population and geology, and compared model outputs with gauged river flow data from the UK National River Flow Archive. Values for input parameters were selected from existing literature to reflect conditions in the UK and were subjected to sensitivity analyses. We also compared model performance between precipitation and potential evapotranspiration data sourced from global- and UK-scale datasets. We then tested the transferability of the results within the UK by additional validation in a further 20 catchments. Whilst the model performed only moderately with global-scale data (linear regression of modelled total water yield against empirical data; slope=0.763, intercept=54.45, R(2)=0.963) with wide variation in performance between catchments, the model performed much better when using UK-scale input data, with closer fit to the observed data (slope=1.07, intercept=3.07, R(2)=0.990). With UK data the majority of catchments showed <10% difference between measured and modelled water yield but there was a minor but consistent overestimate per hectare (86m(3)/ha/year). Additional validation on a further 20 UK catchments was similarly robust, indicating that these results are transferable within the UK. These results suggest that relatively simple models can give accurate measures of ecosystem services. However, the choice of input data is critical and there is a need for further validation in other parts of the world.
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Affiliation(s)
- J W Redhead
- NERC Centre for Ecology and Hydrology, Maclean Building, Wallingford, Oxfordshire OX10 8BB, UK.
| | - C Stratford
- NERC Centre for Ecology and Hydrology, Maclean Building, Wallingford, Oxfordshire OX10 8BB, UK
| | - K Sharps
- NERC Centre for Ecology and Hydrology, Deiniol Road, Bangor, Gwynedd LL57 2UW, UK
| | - L Jones
- NERC Centre for Ecology and Hydrology, Deiniol Road, Bangor, Gwynedd LL57 2UW, UK
| | - G Ziv
- School of Geography, University of Leeds, Leeds LS2 9JT, UK
| | - D Clarke
- Faculty of Engineering and Environment, University of Southampton, University Road, Highfield, Southampton SO17 1BJ, UK
| | - T H Oliver
- NERC Centre for Ecology and Hydrology, Maclean Building, Wallingford, Oxfordshire OX10 8BB, UK
| | - J M Bullock
- NERC Centre for Ecology and Hydrology, Maclean Building, Wallingford, Oxfordshire OX10 8BB, UK
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Allainguillaume J, Alexander M, Bullock JM, Saunders M, Allender CJ, King G, Ford CS, Wilkinson MJ. Fitness of hybrids between rapeseed (Brassica napus) and wild Brassica rapa in natural habitats. Mol Ecol 2006; 15:1175-84. [PMID: 16599976 DOI: 10.1111/j.1365-294x.2006.02856.x] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Fitness of hybrids between genetically modified (GM) crops and wild relatives influences the likelihood of ecological harm. We measured fitness components in spontaneous (non-GM) rapeseed x Brassica rapa hybrids in natural populations. The F1 hybrids yielded 46.9% seed output of B. rapa, were 16.9% as effective as males on B. rapa and exhibited increased self-pollination. Assuming 100% GM rapeseed cultivation, we conservatively predict < 7000 second-generation transgenic hybrids annually in the United Kingdom (i.e. approximately 20% of F1 hybrids). Conversely, whilst reduced hybrid fitness improves feasibility of bio-containment, stage projection matrices suggests broad scope for some transgenes to offset this effect by enhancing fitness.
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Affiliation(s)
- J Allainguillaume
- School of Biological Sciences, Plant Science Laboratories, The University of Reading, Whiteknights, Reading RG6 6AS, UK
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Abstract
The size and shape of the tail of the seed dispersal curve is important in determining the spatial dynamics of plants, but is difficult to quantify. We devised an experimental protocol to measure long-distance dispersal which involved measuring dispersal by wind from isolated individuals at a range of distances from the source, but maintaining a large and constant sampling intensity at each distance. Seeds were trapped up to 80 m from the plants, the furthest a dispersal curve for an individual plant has been measured for a non-tree species. Standard empirical negative exponential and inverse power models were fitted using likelihood methods. The latter always had a better fit than the former, but in most cases neither described the data well, and strongly under-estimated the tail of the dispersal curve. An alternative model formulation with two kernel components had a much better fit in most cases and described the tail data more accurately. Mechanistic models provide an alternative to direct measurement of dispersal. However, while a previous mechanistic model accurately predicted the modal dispersal distance, it always under-predicted the measured tail. Long-distance dispersal may be caused by rare extremes in horizontal wind speed or turbulence. Therefore, under-estimation of the tail by standard empirical models and mechanistic models may indicate a lack of flexibility to take account of such extremes. Future studies should examine carefully whether the widely used exponential and power models are, in fact, valid, and investigate alternative models.
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Affiliation(s)
- J M Bullock
- NERC Centre for Ecology and Hydrology, CEH Dorset, Winfrith Technology Centre, Dorchester, Dorset, DT2 8ZD, UK, e-mail: Tel.: +44-1305-213591, Fax: +44-1305-213600, , , , , , GB
| | - R T Clarke
- NERC Centre for Ecology and Hydrology, CEH Dorset, Winfrith Technology Centre, Dorchester, Dorset, DT2 8ZD, UK, e-mail: Tel.: +44-1305-213591, Fax: +44-1305-213600, , , , , , GB
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Abstract
The effects of clipping and daylength treatments and their carryover effects on the clonal growth of the perennial grass Holcus lanatus L. were investigated. Plants from ten clones were grown in six combinations of two daylength and three clipping treatments. Both clipping and low daylength reduced the tillering rate of all the clones but the clones differed in their degree of response to these treatments. After eight weeks, the treatments were discontinued and plants were grown in a common environment for seven weeks. Four-week-old tillers from the plants were repotted and grown in a common environment to examine the possibility of 'carryover' effects of the parental environments. After 8 wk of growth, there were main and interaction carryover effects of daylength and clipping on the tillering rates, biomass and tiller extension rates of the plants, which, however, differed greatly among clones. These differences among clones in both direct and carryover treatment effects, on clonal growth, indicate how the effects of many different environmental variables may interact to produce an environment that is highly heterogeneous in space and time, influencing the coexistence of genotypes and species.
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Affiliation(s)
- J M Bullock
- Department of Environmental and Evolutionary Biology, University of Liverpool, P.O. Box 147, Liverpool L69 3BX, UK
| | - A M Mortimer
- Department of Environmental and Evolutionary Biology, University of Liverpool, P.O. Box 147, Liverpool L69 3BX, UK
| | - M Begon
- Department of Environmental and Evolutionary Biology, University of Liverpool, P.O. Box 147, Liverpool L69 3BX, UK
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Johnson LL, Shneider DA, Austin MD, Goodman FG, Bullock JM, DeBruin JA. Two per cent glutaraldehyde: a disinfectant in arthroscopy and arthroscopic surgery. J Bone Joint Surg Am 1982; 64:237-9. [PMID: 6799519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Arthroscopes and some instruments for arthroscopic surgery were prepared for use by soaking them for fifteen minutes in a cold solution of 2 per cent glutaraldehyde. This method was practical, economical, safe, and effective. Over a eight-year period we performed 12,505 arthroscopic procedures with an infection rate of 0.04 per cent. Although technically classified as a disinfectant, 2 per cent glutaraldehyde used under these conditions proved to be an effective method of preparing arthroscopic surgical instruments and was less damaging to these instruments than methods involving sterilization by steam.
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