School of Biological Sciences, University of Aberdeen, Aberdeen, AB24 2TZ, UK.
Sci Rep. 2022 May 16;12(1):8079. doi: 10.1038/s41598-022-11975-2.
Since the commercial exploitation of marine oil and gas reserves began in the middle of the twentieth century, extensive networks of offshore infrastructure have been installed globally. Many of the structures are now nearing the end of their operational lives and will soon require decommissioning, generating renewed interest in their environmental impacts and in the ecological consequences of their removal. However, such work requires selection of a subsample of assets for surveying; censuses of the entire 'population' in any given jurisdiction are practically impossible due to their sheer number. It is important, therefore, that the selected sample is sufficiently representative of the population to draw generalized conclusions. Here, a formal clustering methodology, partitioning around medoids, was used to produce a typology of surface-piercing oil and gas platforms in the North Sea. The variables used for clustering were hydrocarbon product, operational state, platform design and material, and substructure weight. Assessing intra-cluster variability identified 13 clusters as the optimum number. The most important distinguishing variable was platform type, isolating floating platforms first, then concrete gravity-based and then fixed steel. Following clustering, a geographic trend was evident, with oil production more prevalent in the north and gas in the south. The typology allows a representative subset of North Sea oil and gas platforms to be selected when designing a survey, or an assessment of the representativeness of a previously selected subset of platforms. This will facilitate the efficient use of the limited funding available for such studies.
自 20 世纪中叶开始商业开采海洋油气资源以来,全球范围内已经安装了广泛的海上基础设施网络。许多结构现在已经接近使用寿命的尾声,很快就需要进行退役,这重新引起了人们对其环境影响以及拆除后的生态后果的关注。然而,此类工作需要选择资产的子样本进行调查;由于数量众多,对任何特定司法管辖区的“全部”资产进行普查实际上是不可能的。因此,选择的样本必须足够代表总体,以便得出一般性结论。在这里,使用了一种正式的聚类方法,即基于中位数的分区法,来生成北海水面穿透式石油和天然气平台的分类法。用于聚类的变量是碳氢化合物产品、运行状态、平台设计和材料以及下部结构重量。评估聚类内的可变性,确定 13 个聚类为最佳数量。最重要的区别变量是平台类型,首先隔离浮式平台,然后是混凝土重力式平台,最后是固定钢平台。聚类之后,就可以看出存在一个地理趋势,即北部地区的石油产量更为普遍,而南部地区的天然气产量更为普遍。该分类法可以在设计调查或评估先前选择的平台子集的代表性时,选择具有代表性的北海石油和天然气平台子集。这将有助于有效利用此类研究中有限的资金。