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False positive and false negative errors in the design and implementation of agri-environmental policies: a case study on water quality and agricultural nutrients

机译:农业环境政策设计与实施中的假阳性和假阴性错误:以水质和农业养分为例

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摘要

When designing and implementing agri-environmental policies to reduce nutrient loss, action programmes may falsely address areas where the nutrient issue from agricultural activity is not currently important and is not likely to become so in the future (a false positive), or may fail to address areas where the agricultural nutrient issue is currently important or may likely become so in the future (a false negative). Based on a case study of the Louros watershed in Greece, this work identifies database and modelling sources of false positives and negatives and proposes a decision making process aimed at minimizing the possibility of committing such errors. The baseline is well simulated and shows that the Louro’s watershed falls behind a Good Environmental Status, at least marginally. Simulated mitigation measures show that the river’s status can be upgraded to “Good”, at least as concerns nitrates and ammonium. Simulated climate change does not seem to exert an important positive or negative effect. Land use changes forecasting considerably less cultivated area have a significant effect on Total Phosphorous but not on nitrates or ammonium concentrations. The non-linearity between nutrient disposition (inputs) and nutrient concentration in downstream water bodies (output) and the many factors that affect the nutrient disposition-transportation-concentration chain, highlights the importance of simulating the effects of mitigation actions and of future climate and land use changes before adopting and establishing agri-environmental measures.
机译:在设计和实施减少营养损失的农业环境政策时,行动计划可能会错误地解决农业活动造成的营养问题目前不重要并且将来不太可能成为问题的地区(错误肯定),或者可能无法解决当前农业养分问题很重要或将来可能变得很重要的领域(假阴性)。基于对希腊劳罗斯流域的案例研究,这项工作确定了假阳性和假阴性的数据库和建模来源,并提出了一个决策过程,旨在最大程度地减少犯下此类错误的可能性。基线得到了很好的模拟,显示出Louro的分水岭至少在某种程度上落后于良好的环境状况。模拟的缓解措施表明,至少在硝酸盐和铵盐方面,河流的状况可以升级为“良好”。模拟的气候变化似乎并未产生重要的积极或消极影响。预测耕地面积将大大减少的土地利用变化对总磷有显着影响,但对硝酸盐或铵浓度却没有影响。下游水体中养分处置(输入)和养分浓度之间的非线性关系以及影响养分沉积-运输-浓度链的许多因素,凸显了模拟减缓行动和未来气候影响的重要性。在采取和建立农业环境措施之前改变土地利用方式。

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