Julia Fohrafellner, S. Zechmeister-Boltenstern, Rajasekaran Murugan, Elena Valkama
{"title":"土壤有机碳荟萃分析质量评价","authors":"Julia Fohrafellner, S. Zechmeister-Boltenstern, Rajasekaran Murugan, Elena Valkama","doi":"10.5194/soil-9-117-2023","DOIUrl":null,"url":null,"abstract":"Abstract. Soil organic carbon (SOC) plays a vital role in the\nglobal carbon cycle and is a potential sink for carbon dioxide. Agricultural\nmanagement practices can support carbon sequestration and, therefore, offer\npotential removal strategies whilst also improving overall soil quality.\nMeta-analysis allows one to summarize results from primary articles by\ncalculating an overall effect size and to reveal the source of variation\nacross studies. The number of meta-analyses published in the field of\nagriculture is continuously rising. At the same time, more and more articles\nrefer to their synthesis work as a meta-analysis, despite applying less than\nrigorous methodologies. As a result, poor-quality meta-analyses are\npublished and may lead to questionable conclusions and recommendations to\nscientists, policymakers, and farmers. This study aims at quantitatively analyzing 31 meta-analyses, published\nbetween the years of 2005 and 2020, studying the effects of different management\npractices on SOC. We compiled a set of quality criteria suitable for soil and\nagricultural sciences by adapting existing meta-analytical guidelines from\nother disciplines. The set is supported by a scoring scheme that allows for a\nquantitative analysis. The retrieved meta-analyses were structured according\nto 11 management categories, such as tillage, cover crops, crop residue\nmanagement, and biochar application, which allowed us to assess the\nstate of knowledge on these categories. Major deficiencies were found in the\nuse of standard metrics for effect size calculation, independence of effect\nsizes, standard deviation extraction for each study, and study weighting by\nthe inverse of variance. Only 1 out of 31 SOC meta-analyses, which studied\nthe effects of no tillage/reduced tillage compared with conventional tillage, was\nfound to be of high quality. Therefore, improved meta-analyses on the\neffects of organic agriculture, biochar, fertilization, or crop\ndiversification on SOC are urgently needed. We conclude that, despite efforts over the last 15 years, the quality of\nmeta-analyses on SOC research is still low. Thus, in order for the scientific\ncommunity to provide high-quality synthesis work and to make advancements in\nthe sustainable management of agricultural soils, we need to adapt rigorous\nmethodologies of meta-analysis as quickly as possible.\n","PeriodicalId":22015,"journal":{"name":"Soil Science","volume":"5 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Quality assessment of meta-analyses on soil organic carbon\",\"authors\":\"Julia Fohrafellner, S. Zechmeister-Boltenstern, Rajasekaran Murugan, Elena Valkama\",\"doi\":\"10.5194/soil-9-117-2023\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Abstract. Soil organic carbon (SOC) plays a vital role in the\\nglobal carbon cycle and is a potential sink for carbon dioxide. Agricultural\\nmanagement practices can support carbon sequestration and, therefore, offer\\npotential removal strategies whilst also improving overall soil quality.\\nMeta-analysis allows one to summarize results from primary articles by\\ncalculating an overall effect size and to reveal the source of variation\\nacross studies. The number of meta-analyses published in the field of\\nagriculture is continuously rising. At the same time, more and more articles\\nrefer to their synthesis work as a meta-analysis, despite applying less than\\nrigorous methodologies. As a result, poor-quality meta-analyses are\\npublished and may lead to questionable conclusions and recommendations to\\nscientists, policymakers, and farmers. This study aims at quantitatively analyzing 31 meta-analyses, published\\nbetween the years of 2005 and 2020, studying the effects of different management\\npractices on SOC. We compiled a set of quality criteria suitable for soil and\\nagricultural sciences by adapting existing meta-analytical guidelines from\\nother disciplines. The set is supported by a scoring scheme that allows for a\\nquantitative analysis. The retrieved meta-analyses were structured according\\nto 11 management categories, such as tillage, cover crops, crop residue\\nmanagement, and biochar application, which allowed us to assess the\\nstate of knowledge on these categories. Major deficiencies were found in the\\nuse of standard metrics for effect size calculation, independence of effect\\nsizes, standard deviation extraction for each study, and study weighting by\\nthe inverse of variance. Only 1 out of 31 SOC meta-analyses, which studied\\nthe effects of no tillage/reduced tillage compared with conventional tillage, was\\nfound to be of high quality. Therefore, improved meta-analyses on the\\neffects of organic agriculture, biochar, fertilization, or crop\\ndiversification on SOC are urgently needed. We conclude that, despite efforts over the last 15 years, the quality of\\nmeta-analyses on SOC research is still low. Thus, in order for the scientific\\ncommunity to provide high-quality synthesis work and to make advancements in\\nthe sustainable management of agricultural soils, we need to adapt rigorous\\nmethodologies of meta-analysis as quickly as possible.\\n\",\"PeriodicalId\":22015,\"journal\":{\"name\":\"Soil Science\",\"volume\":\"5 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-02-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Soil Science\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://doi.org/10.5194/soil-9-117-2023\",\"RegionNum\":4,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"Agricultural and Biological Sciences\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Soil Science","FirstCategoryId":"97","ListUrlMain":"https://doi.org/10.5194/soil-9-117-2023","RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"Agricultural and Biological Sciences","Score":null,"Total":0}
Quality assessment of meta-analyses on soil organic carbon
Abstract. Soil organic carbon (SOC) plays a vital role in the
global carbon cycle and is a potential sink for carbon dioxide. Agricultural
management practices can support carbon sequestration and, therefore, offer
potential removal strategies whilst also improving overall soil quality.
Meta-analysis allows one to summarize results from primary articles by
calculating an overall effect size and to reveal the source of variation
across studies. The number of meta-analyses published in the field of
agriculture is continuously rising. At the same time, more and more articles
refer to their synthesis work as a meta-analysis, despite applying less than
rigorous methodologies. As a result, poor-quality meta-analyses are
published and may lead to questionable conclusions and recommendations to
scientists, policymakers, and farmers. This study aims at quantitatively analyzing 31 meta-analyses, published
between the years of 2005 and 2020, studying the effects of different management
practices on SOC. We compiled a set of quality criteria suitable for soil and
agricultural sciences by adapting existing meta-analytical guidelines from
other disciplines. The set is supported by a scoring scheme that allows for a
quantitative analysis. The retrieved meta-analyses were structured according
to 11 management categories, such as tillage, cover crops, crop residue
management, and biochar application, which allowed us to assess the
state of knowledge on these categories. Major deficiencies were found in the
use of standard metrics for effect size calculation, independence of effect
sizes, standard deviation extraction for each study, and study weighting by
the inverse of variance. Only 1 out of 31 SOC meta-analyses, which studied
the effects of no tillage/reduced tillage compared with conventional tillage, was
found to be of high quality. Therefore, improved meta-analyses on the
effects of organic agriculture, biochar, fertilization, or crop
diversification on SOC are urgently needed. We conclude that, despite efforts over the last 15 years, the quality of
meta-analyses on SOC research is still low. Thus, in order for the scientific
community to provide high-quality synthesis work and to make advancements in
the sustainable management of agricultural soils, we need to adapt rigorous
methodologies of meta-analysis as quickly as possible.
期刊介绍:
Cessation.Soil Science satisfies the professional needs of all scientists and laboratory personnel involved in soil and plant research by publishing primary research reports and critical reviews of basic and applied soil science, especially as it relates to soil and plant studies and general environmental soil science.
Each month, Soil Science presents authoritative research articles from an impressive array of discipline: soil chemistry and biochemistry, physics, fertility and nutrition, soil genesis and morphology, soil microbiology and mineralogy. Of immediate relevance to soil scientists-both industrial and academic-this unique publication also has long-range value for agronomists and environmental scientists.