{"title":"Spatiotemporal Distribution of Insecticides on Eu Agricultural Land: An Agri-Environmental Index Analysis (2000–2021)","authors":"Vassilios Triantafyllidis","doi":"10.1007/s11270-024-07720-2","DOIUrl":null,"url":null,"abstract":"<div><p>Despite the effort to implement EU environmental strategies to reduce pesticide use, the annual distribution of insecticides on agricultural land remained almost unchanged over the 22 years (2000–2021). It was estimated that about 0.21 kg ha<sup>−1</sup> of active substances with insecticidal activity were used annually in the studied EU agricultural land, about 58% lower than their global use. Spatial distribution of the insecticides use showed differences both between countries and the four EU sub-regions. The highest mean value of insecticides use index (<i>InsI</i>: 0.52 kg ha<sup>−1</sup>) was recorded by Southern EU (S<sub>EU</sub>) followed by Western EU (W<sub>EU</sub>: 0.28 kg ha<sup>−1</sup>). Cyprus (1.22 kg ha<sup>−1</sup>), Netherlands (0.86 kg ha<sup>−1</sup>) and Italy (0.67 kg ha<sup>−1</sup>) presented the highest mean values of <i>InsI</i>. To identify the causes of this variability, selected agri-environmental variables were examined. This long-term use of insecticides to control pests and reduce crop losses was higher: (i) in cropland rather than pastureland; (ii) in high-value crops such as fresh vegetables, root crops and permanent crops than in cereal crops; (iii) in smaller farms (< 2 hectare) rather than on larger ones (≥ 100 hectare). To monitor this structural variability, a discriminant model was created. Discrimination between EU sub-regions and Countries based on these variables could contribute to a targeted rather than universal application of agricultural policy across the EU. Future efforts to incorporate these indices, using machine learning methods, could be a useful tool for agricultural and environmental management decisions, to reduce thus, their use in the era of Farm to Fork.</p></div>","PeriodicalId":808,"journal":{"name":"Water, Air, & Soil Pollution","volume":"236 2","pages":""},"PeriodicalIF":3.8000,"publicationDate":"2025-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Water, Air, & Soil Pollution","FirstCategoryId":"6","ListUrlMain":"https://link.springer.com/article/10.1007/s11270-024-07720-2","RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0
Abstract
Despite the effort to implement EU environmental strategies to reduce pesticide use, the annual distribution of insecticides on agricultural land remained almost unchanged over the 22 years (2000–2021). It was estimated that about 0.21 kg ha−1 of active substances with insecticidal activity were used annually in the studied EU agricultural land, about 58% lower than their global use. Spatial distribution of the insecticides use showed differences both between countries and the four EU sub-regions. The highest mean value of insecticides use index (InsI: 0.52 kg ha−1) was recorded by Southern EU (SEU) followed by Western EU (WEU: 0.28 kg ha−1). Cyprus (1.22 kg ha−1), Netherlands (0.86 kg ha−1) and Italy (0.67 kg ha−1) presented the highest mean values of InsI. To identify the causes of this variability, selected agri-environmental variables were examined. This long-term use of insecticides to control pests and reduce crop losses was higher: (i) in cropland rather than pastureland; (ii) in high-value crops such as fresh vegetables, root crops and permanent crops than in cereal crops; (iii) in smaller farms (< 2 hectare) rather than on larger ones (≥ 100 hectare). To monitor this structural variability, a discriminant model was created. Discrimination between EU sub-regions and Countries based on these variables could contribute to a targeted rather than universal application of agricultural policy across the EU. Future efforts to incorporate these indices, using machine learning methods, could be a useful tool for agricultural and environmental management decisions, to reduce thus, their use in the era of Farm to Fork.
尽管欧盟努力实施减少农药使用的环境战略,但在过去22年中(2000-2021年),农药在农业用地上的年分布几乎没有变化。据估计,在研究的欧盟农业用地上,每年使用约0.21 kg ha - 1具有杀虫活性的活性物质,比其全球使用量低约58%。杀虫剂使用的空间分布在各国和欧盟四个次区域之间均存在差异。杀虫剂使用指数均值最高的是欧盟南部地区(InsI为0.52 kg ha - 1),其次是欧盟西部地区(InsI为0.28 kg ha - 1)。塞浦路斯(1.22 kg ha - 1)、荷兰(0.86 kg ha - 1)和意大利(0.67 kg ha - 1)的InsI平均值最高。为了确定这种可变性的原因,选定的农业环境变量进行了检查。长期使用杀虫剂来控制害虫和减少作物损失的情况较多:(i)在农田而不是牧场;(ii)在高价值作物,如新鲜蔬菜、块根作物和永久性作物中的含量高于谷类作物;(iii)在较小的农场(2公顷)而不是较大的农场(≥100公顷)。为了监测这种结构变异性,我们创建了一个判别模型。基于这些变量的欧盟分区域和国家之间的歧视可能有助于在整个欧盟范围内有针对性地而不是普遍地实施农业政策。未来使用机器学习方法整合这些指数的努力,可能成为农业和环境管理决策的有用工具,从而减少它们在“从农场到餐桌”时代的使用。
期刊介绍:
Water, Air, & Soil Pollution is an international, interdisciplinary journal on all aspects of pollution and solutions to pollution in the biosphere. This includes chemical, physical and biological processes affecting flora, fauna, water, air and soil in relation to environmental pollution. Because of its scope, the subject areas are diverse and include all aspects of pollution sources, transport, deposition, accumulation, acid precipitation, atmospheric pollution, metals, aquatic pollution including marine pollution and ground water, waste water, pesticides, soil pollution, sewage, sediment pollution, forestry pollution, effects of pollutants on humans, vegetation, fish, aquatic species, micro-organisms, and animals, environmental and molecular toxicology applied to pollution research, biosensors, global and climate change, ecological implications of pollution and pollution models. Water, Air, & Soil Pollution also publishes manuscripts on novel methods used in the study of environmental pollutants, environmental toxicology, environmental biology, novel environmental engineering related to pollution, biodiversity as influenced by pollution, novel environmental biotechnology as applied to pollution (e.g. bioremediation), environmental modelling and biorestoration of polluted environments.
Articles should not be submitted that are of local interest only and do not advance international knowledge in environmental pollution and solutions to pollution. Articles that simply replicate known knowledge or techniques while researching a local pollution problem will normally be rejected without review. Submitted articles must have up-to-date references, employ the correct experimental replication and statistical analysis, where needed and contain a significant contribution to new knowledge. The publishing and editorial team sincerely appreciate your cooperation.
Water, Air, & Soil Pollution publishes research papers; review articles; mini-reviews; and book reviews.