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面板泛克里金法

面板泛克里金法将泛克里金法扩展到具有重复空间观测数据(面板或纵向格式)的数据结构。它同时估计一个确定性趋势面——其中包含在空间和时间上变化的协变量——以及一个随机的空间相关残差,并通过汇集所有时间段的信息来提高预测精度和参数稳定性。

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来源

  1. Matheron, G. (1963). Principles of geostatistics. Economic Geology, 58(8), 1246–1266. DOI: 10.2113/gsecongeo.58.8.1246
  2. Cressie, N. A. C. (1993). Statistics for Spatial Data (Revised ed.). Wiley-Interscience. ISBN: 978-0471002550

如何引用本页

ScholarGate. (2026, June 3). Panel Universal Kriging. ScholarGate. https://scholargate.app/zh/spatial-analysis/panel-universal-kriging

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ScholarGatePanel Universal Kriging (Panel Universal Kriging). 于 2026-06-15 检索自 https://scholargate.app/zh/spatial-analysis/panel-universal-kriging · 数据集: https://doi.org/10.5281/zenodo.20539026