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A historical meta-analysis of global terrestrial net primary productivity: are estimates converging?

机译:全球陆地净初级生产力的历史荟萃分析:估计是否收敛?

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Net primary productivity (NPP) is one of the most important ecosystem parameters, representing vegetation activity, biogeochemical cycling, and ecosystem services. To assess how well the scientific community understands the biospheric function, a historical meta-analysis was conducted. By surveying the literature from 1862 to 2011, I extracted 251 estimates of total terrestrial NPP at the present time (NPPT) and calculated their statistical metrics. For all the data, the mean +/- standard deviation and median were 56.2 +/- 14.3 and 56.4 Pg C yr(-1), respectively. Even for estimates published after 2000, a substantial level of uncertainty (coefficient of variation by +/- 15%) was inevitable. The estimates were categorized on the basis of methodology (i.e., inventory analysis, empirical model, biogeochemical model, dynamic global vegetation model, and remote sensing) to examine the consistency among the statistical metrics of each category. Chronological analysis revealed that the present NPPT estimates were directed by extensive field surveys in the 1960s and 1970s (e. g., the International Biological Programme). A wide range of uncertainty remains in modern estimates based on advanced biogeochemical and dynamic vegetation models and remote-sensing techniques. Several critical factors accounting for the estimation uncertainty are discussed. Ancillary analyses were performed to derive additional ecological and human-related parameters related to NPP. For example, interannual variability, carbon-use efficiency (a ratio of NPP to gross photosynthesis), human appropriation, and preindustrial NPPT were assessed. Finally, I discuss the importance of improving NPPT estimates in the context of current global change studies and integrated carbon cycle research.
机译:净初级生产力(NPP)是最重要的生态系统参数之一,代表植被活动,生物地球化学循环和生态系统服务。为了评估科学界对生物圈功能的理解程度,进行了历史荟萃分析。通过对1862年至2011年的文献进行调查,我提取了251次当前地球陆地NPP的估计值(NPPT)并计算了它们的统计指​​标。对于所有数据,平均+/-标准偏差和中位数分别为56.2 +/- 14.3和56.4 Pg C yr(-1)。即使对于2000年以后发布的估算,也不可避免地存在很大的不确定性(变异系数+/- 15%)。根据方法论(即库存分析,经验模型,生物地球化学模型,动态全球植被模型和遥感)对这些估计数进行分类,以检查各类别统计指标之间的一致性。年代学分析表明,目前的NPPT估算值是在1960年代和1970年代进行的大量实地调查(例如,国际生物计划)指导的。基于先进的生物地球化学和动态植被模型以及遥感技术,现代估计中仍然存在各种不确定性。讨论了估计不确定性的几个关键因素。进行了辅助分析,以得出与核电厂有关的其他生态和人类相关参数。例如,评估了年际变异性,碳利用效率(NPP与总光合作用的比率),人类拨款和工业化前NPPT。最后,我将在当前的全球变化研究和综合碳循环研究的背景下讨论改善NPPT估算的重要性。

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