Approximation by Localized Penalized Splines (ALPS)

By Prashant Shekhar, Abani Patra

Approximation by Localized Penalized Splines (ALPS)

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Version 1.0 - published on 22 Sep 2021

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Abstract

This Jupyter Notebook tool provides the code for Approximation by Localized Penalized Splines (ALPS) framework functions.

Reference:

P. Shekhar, B. Csathó, T. Schenk, C. Roberts and A. K. Patra, "ALPS: A Unified Framework for Modeling Time Series of Land Ice Changes," in IEEE Transactions on Geoscience and Remote Sensing, vol. 59, no. 8, pp. 6466-6481, Aug. 2021, doi: 10.1109/TGRS.2020.3027190.

Cite this work

Researchers should cite this work as follows:

  • Prashant Shekhar; Abani Patra (2021), "Approximation by Localized Penalized Splines (ALPS)," https://vhub.org/resources/alps.

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