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首页> 外文期刊>Applied Geography >It's all Downhill from Here: A forecast of subsidence rates in the lower Mississippi River industrial corridor
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It's all Downhill from Here: A forecast of subsidence rates in the lower Mississippi River industrial corridor

机译:这一切都从这里下坡:密西西比河工业走廊下沉降率预测

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Southeast Louisiana is susceptible to the impact of subsidence due to natural and anthropogenic processes including sediment compaction and loading, fluid withdrawal, and faulting. Subsidence rates in Southeast Louisiana are higher than anywhere else in the United States, and the impact of subsidence rates on industrial complexes has not been studied. Spatial interpolation methods were analyzed to determine the best fit for subsidence rates and to create a predictive surface for the lower Mississippi River Industrial corridor (LMRIC). Empirical Bayesian kriging, ordinary kriging, universal kriging, and inverse distance weighted interpolation methods were applied to the 2004 National Oceanic and Atmospheric Administration (NOAA) published Technical Report #50 dataset and cross-validation methods were utilized to determine the accuracy of each method. The mean error and root mean square error were calculated for each interpolation method, then used to detect bias and compare the predicted value with the actual observation value. Cross-validation estimates are comparable for each method statistically and visually; however, the results indicate the empirical Bayesian kriging interpolation method is the most accurate of the methods using the lowest mean error and root mean square error scores. Digital elevation models for the years 2025, 2050, and 2075 were developed based on the predictive surface of subsidence rates using the results from the empirical Bayesian kriging interpolation method. Results indicate that by 2025, 31.4% of landmass in the LMRIC will be below 0 m NAVD88, with 40.4% below 0 m NAVD88 by 2050, and 51.8% by 2075. Subsidence rates in the LMRIC range from approximately 16 mm to less than one mm per year. Nine of the 122 industrial complexes located in the LMRIC are estimated to be below 0 m NAVD88 by the year 2075. Limited economic impacts can be inferred based on the number of facilities impacted; however, service disruptions due to subsidence impacting infrastructure surrounding these industrial complexes would have catastrophic economic impacts on a regional, state, and national level.
机译:由于天然和人为过程,沉积物的沉降难以影响,包括沉积物压实和装载,流体戒断和断层,易受沉降的影响。路易斯安那州东南部的沉降率高于美国的其他任何地方,尚未研究产业结核枢纽的影响。分析空间插值方法以确定最适合沉降速率,并为下密西西比河工业走廊(Lmric)创建预测表面。经验贝叶斯克里格,普通的Kriging,Universal Kriging和逆距离加权插值方法应用于2004年国家海洋和大气管理局(NOAA)发布的技术报告#50数据集和交叉验证方法以确定每种方法的准确性。针对每个插值方法计算平均误差和均方均误差,然后用于检测偏置并将预测值与实际观察值进行比较。交叉验证估计对于统计和视觉上的每个方法相当;但是,结果表明,经验贝叶斯克里格插值方法是使用最低平均误差和均方误差分数的方法最准确。基于使用经验贝叶斯克里格克里格插值方法的结果的沉降速率的预测表面开发了2025,2050和2075年的数字高度模型。结果表明,到2025,31.4%的Lmric中的土地物料低于0 M米NOVD88,低于0 M的NOVD88,到2050以下40.4%,51.8%到2075。Lmric中的沉降率范围从大约16毫米到不到一个每年mm。据估计,位于Lmric的122个工业综合区中的九个迄今为止低于0米NOVD88,到2075年。可以根据受影响的设施数量推断出有限的经济影响;然而,由于这些工业综合体周围的沉降影响基础设施的服务中断将对区域,州和国家层面产生灾难性的经济影响。

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