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The utility of the ‘Arable Weeds and Management in Europe’ database: Challenges and opportunities of combining weed survey data at a European scale
Over the last 30 years, many studies have surveyed weed vegetation on arable land. The ‘Arable Weeds and Management in Europe’ (AWME) database is a collection of 36 of these surveys and the associated management data. Here, we review the challenges associated with combining disparate datasets and ex...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10108295/ https://www.ncbi.nlm.nih.gov/pubmed/37082111 http://dx.doi.org/10.1111/wre.12562 |
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author | Metcalfe, Helen Bürger, Jana von Redwitz, Christoph Cirujeda, Alicia Fogliatto, Silvia Dostatny, Denise F. Gerowitt, Bärbel Glemnitz, Michael González‐Andújar, José L. Hernández Plaza, Eva Izquierdo, Jordi Kolářová, Michaela Ņečajeva, Jevgenija Petit, Sandrine Pinke, Gyula Schumacher, Matthias Ulber, Lena Vidotto, Francesco Fried, Guillaume |
author_facet | Metcalfe, Helen Bürger, Jana von Redwitz, Christoph Cirujeda, Alicia Fogliatto, Silvia Dostatny, Denise F. Gerowitt, Bärbel Glemnitz, Michael González‐Andújar, José L. Hernández Plaza, Eva Izquierdo, Jordi Kolářová, Michaela Ņečajeva, Jevgenija Petit, Sandrine Pinke, Gyula Schumacher, Matthias Ulber, Lena Vidotto, Francesco Fried, Guillaume |
author_sort | Metcalfe, Helen |
collection | PubMed |
description | Over the last 30 years, many studies have surveyed weed vegetation on arable land. The ‘Arable Weeds and Management in Europe’ (AWME) database is a collection of 36 of these surveys and the associated management data. Here, we review the challenges associated with combining disparate datasets and explore some of the opportunities for future research that present themselves thanks to the AWME database. We present three case studies repeating previously published national scale analyses with data from a larger spatial extent. The case studies, originally done in France, Germany and the UK, explore various aspects of weed ecology (community composition, management and environmental effects and within‐field distributions) and use a range of statistical techniques (canonical correspondence analysis, redundancy analysis and generalised linear mixed models) to demonstrate the utility and versatility of the AWME database. We demonstrate that (i) the standardisation of abundance data to a common measure, before the analysis of the combined dataset, has little impact on the outcome of the analyses, (ii) the increased extent of environmental or management gradients allows for greater confidence in conclusions and (iii) the main conclusions of analyses done at different spatial scales remain consistent. These case studies demonstrate the utility of a Europe‐wide weed survey database, for clarifying or extending results obtained from studies at smaller scales. This Europe‐wide data collection offers many more opportunities for analysis that could not be addressed in smaller datasets; including questions about the effects of climate change, macro‐ecological and biogeographical issues related to weed diversity as well as the dominance or rarity of specific weeds in Europe. |
format | Online Article Text |
id | pubmed-10108295 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-101082952023-04-18 The utility of the ‘Arable Weeds and Management in Europe’ database: Challenges and opportunities of combining weed survey data at a European scale Metcalfe, Helen Bürger, Jana von Redwitz, Christoph Cirujeda, Alicia Fogliatto, Silvia Dostatny, Denise F. Gerowitt, Bärbel Glemnitz, Michael González‐Andújar, José L. Hernández Plaza, Eva Izquierdo, Jordi Kolářová, Michaela Ņečajeva, Jevgenija Petit, Sandrine Pinke, Gyula Schumacher, Matthias Ulber, Lena Vidotto, Francesco Fried, Guillaume Weed Res Editor's Choice Over the last 30 years, many studies have surveyed weed vegetation on arable land. The ‘Arable Weeds and Management in Europe’ (AWME) database is a collection of 36 of these surveys and the associated management data. Here, we review the challenges associated with combining disparate datasets and explore some of the opportunities for future research that present themselves thanks to the AWME database. We present three case studies repeating previously published national scale analyses with data from a larger spatial extent. The case studies, originally done in France, Germany and the UK, explore various aspects of weed ecology (community composition, management and environmental effects and within‐field distributions) and use a range of statistical techniques (canonical correspondence analysis, redundancy analysis and generalised linear mixed models) to demonstrate the utility and versatility of the AWME database. We demonstrate that (i) the standardisation of abundance data to a common measure, before the analysis of the combined dataset, has little impact on the outcome of the analyses, (ii) the increased extent of environmental or management gradients allows for greater confidence in conclusions and (iii) the main conclusions of analyses done at different spatial scales remain consistent. These case studies demonstrate the utility of a Europe‐wide weed survey database, for clarifying or extending results obtained from studies at smaller scales. This Europe‐wide data collection offers many more opportunities for analysis that could not be addressed in smaller datasets; including questions about the effects of climate change, macro‐ecological and biogeographical issues related to weed diversity as well as the dominance or rarity of specific weeds in Europe. John Wiley and Sons Inc. 2022-12-08 2023-02 /pmc/articles/PMC10108295/ /pubmed/37082111 http://dx.doi.org/10.1111/wre.12562 Text en © 2022 The Authors. Weed Research published by John Wiley & Sons Ltd on behalf of European Weed Research Society. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Editor's Choice Metcalfe, Helen Bürger, Jana von Redwitz, Christoph Cirujeda, Alicia Fogliatto, Silvia Dostatny, Denise F. Gerowitt, Bärbel Glemnitz, Michael González‐Andújar, José L. Hernández Plaza, Eva Izquierdo, Jordi Kolářová, Michaela Ņečajeva, Jevgenija Petit, Sandrine Pinke, Gyula Schumacher, Matthias Ulber, Lena Vidotto, Francesco Fried, Guillaume The utility of the ‘Arable Weeds and Management in Europe’ database: Challenges and opportunities of combining weed survey data at a European scale |
title | The utility of the ‘Arable Weeds and Management in Europe’ database: Challenges and opportunities of combining weed survey data at a European scale |
title_full | The utility of the ‘Arable Weeds and Management in Europe’ database: Challenges and opportunities of combining weed survey data at a European scale |
title_fullStr | The utility of the ‘Arable Weeds and Management in Europe’ database: Challenges and opportunities of combining weed survey data at a European scale |
title_full_unstemmed | The utility of the ‘Arable Weeds and Management in Europe’ database: Challenges and opportunities of combining weed survey data at a European scale |
title_short | The utility of the ‘Arable Weeds and Management in Europe’ database: Challenges and opportunities of combining weed survey data at a European scale |
title_sort | utility of the ‘arable weeds and management in europe’ database: challenges and opportunities of combining weed survey data at a european scale |
topic | Editor's Choice |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10108295/ https://www.ncbi.nlm.nih.gov/pubmed/37082111 http://dx.doi.org/10.1111/wre.12562 |
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