Reconstructed Sea Level Anomalies and modeled Sea Level Anomalies for US coasts Self-organizing map data affiliated with four upper atmospheric parameters over the US

This data set contains several components affiliated with a research article from JGR-Oceans: Observed Anom SL by region: contains the anomalous sea level values in m for the period 1979-2016 for the 12 regions defined in the article Narx Open Loop Anom SL: contains the projected sea level values for the same regions using the neural network NARX models in open loop Narx Closed Loop Anom SL: contains the projected sea level values for the same regions using the neural network NARX models in closed loop SOM membership: SOM node membership for each day for each of the 12 SOMs produced

本数据集包含源自《地球物理学研究杂志：海洋》（Journal of Geophysical Research: Oceans，JGR-Oceans）一篇研究论文的多个组分：
1. 按区域划分的实测异常海平面（Observed Anomalous Sea Level, Anom SL）：收录该论文中定义的12个区域在1979年至2016年期间的异常海平面数值（单位：米）。
2. NARX开环异常海平面：采用开环模式下的非线性自回归外生（Nonlinear AutoRegressive eXogenous, NARX）神经网络模型，针对上述12个区域生成的对应预测海平面数值。
3. NARX闭环异常海平面：采用闭环模式下的NARX神经网络模型，针对上述12个区域生成的对应预测海平面数值。
4. 自组织映射（Self-Organizing Map, SOM）隶属度：针对所生成的12个自组织映射，给出每个映射下每日的节点隶属关系。