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Getting the full picture: Assessing the complementarity of citizen science and agency monitoring data

机译:全面了解:评估公民科学和机构监控数据的互补性

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摘要

While the role of citizen science in engaging the public and providing large-scale datasets has been demonstrated, the nature of and potential for this science to supplement environmental monitoring efforts by government agencies has not yet been fully explored. To this end, the present study investigates the complementarity of a citizen science programme to agency monitoring of water quality. The Environment Agency (EA) is the governmental public body responsible for, among other duties, managing and monitoring water quality and water resources in England. FreshWater Watch (FWW) is a global citizen science project that supports community monitoring of freshwater quality. FWW and EA data were assessed for their spatio-temporal complementarity by comparing the geographical and seasonal coverage of nitrate (N-NO3) sampling across the River Thames catchment by the respective campaigns between spring 2013 and winter 2015. The analysis reveals that FWW citizen science-collected data complements EA data by filling in both gaps in the spatial and temporal coverage as well as gaps in waterbody type and size. In addition, partial spatio-temporal overlap in sampling efforts by the two actors is discovered, but EA sampling is found to be more consistent than FWW sampling. Statistical analyses indicate that regardless of broader geographical overlap in sampling effort, FWW sampling sites are associated with a lower stream order and water bodies of smaller surface areas than EA sampling sites. FWW also samples more still-water body sites than the EA. As a possible result of such differences in sampling tendencies, nitrate concentrations, a measure of water quality, are lower for FWW sites than EA sites. These findings strongly indicate that citizen science has clear potential to complement agency monitoring efforts by generating information on freshwater ecosystems that would otherwise be under reported.
机译:虽然已经证明了公民科学在吸引公众参与和提供大规模数据集方面的作用,但尚未充分探索这种科学补充政府机构对环境监测工作的性质和潜力。为此,本研究调查了公民科学计划与水质监测机构的互补性。环境署(EA)是政府的公共机构,除其他职责外,还负责管理和监测英格兰的水质和水资源。淡水观察(FWW)是一项全球公民科学项目,支持社区对淡水水质的监测。通过比较2013年春季至2015年冬季各个活动在泰晤士河流域的硝酸盐(N-NO3)采样的地理和季节覆盖范围,评估了FWW和EA数据的时空互补性。分析显示,FWW公民科学收集的数据通过填补空间和时间覆盖方面的空白以及水体类型和大小方面的空白来补充EA数据。另外,两个参与者在采样工作中发现了部分时空重叠,但是发现EA采样比FWW采样更加一致。统计分析表明,无论采样工作在更大的地理范围内重叠,与EA采样点相比,FWW采样点的流序和水体表面积都较小。与EA相比,FWW还采样了更多的死水身体部位。由于采样趋势的这种差异,FWW站点的硝酸盐浓度(一种水质指标)低于EA站点。这些发现强烈表明,公民科学具有明显的潜力,可以通过生成有关淡水生态系统的信息来补充机构的监测工作,否则这些信息将无法得到报道。

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