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Updated: August 28, 2024: Original version.

Overview
EnSI 0d
EnSI 1d
EnSI 2d

Overview

This repository contains the supporting information for the scientific article:

• Ensemble-based statistical interpolation of atmospheric variables near the surface C Lussana, TN Nipen, B Menetrier and IA Seierstad (Almost) Ready for submission to Quarterly Journal of the Royal Meteorological Society

EnSI 0d

The directory https://github.com/cristianlussana/EnSI-demo/tree/main/ensi-metno_0d contains:

• data: directory with the data used to obtain the results presented in Section 4.2.1.
• exp01 to exp17: directories with the configuration files used to run the experiments presented in Section 4.2.1.
• drive_em_all.sh: bash-shell script drivers. This implements the loops described in Algorithm 1.
• ensi-metno_0d.r: R-program that updates the analysis as described in the Section Methods (Sec.3).
• list_of_commands.sh: collection of commands used to run the different experiments.

To run a single experiments, for instance experiment 1 over all observation times:

$>./list_of_commands.sh 1 0

EnSI 1d

The directory https://github.com/cristianlussana/EnSI-demo/tree/main/ensi-metno_1d contains:

• data: directory with the data used to obtain the results presented in Section 4.2.2.
• exp01 to exp13: directories with the configuration files used to run the experiments presented in Section 4.2.2. See the list provided in Table 4.
• drive_em_all.sh: bash-shell script drivers. This implements the loops described in Algorithm 1.
• ensi-metno_1d.r: R-program that updates the analysis as described in the Section Methods (Sec.3)
• list_of_commands.sh: collection of commands used to run the different experiments.

To run a single experiments, for instance experiment 1 over all observation times:

$>./list_of_commands.sh 1

See https://github.com/cristianlussana/EnSI-demo/wiki/EnSI-1D for the equivalents of Figures 5 and 6 from the paper, but for observation times other than August 7, 2023, 10:00 UTC. Specifically, figures for all time steps from 01:00 UTC to 23:00 UTC are shown.

EnSI 2d

The directory https://github.com/cristianlussana/EnSI-demo/tree/main/ensi-metno_2d contains:

• exp01 to exp02: directories with the configuration files used to run the experiments presented in Section 4.2.3. See the list provided in Table 4.
• drive_em_all.sh: bash-shell script drivers. This implements the loops described in Algorithm 1.
• ensi-metno_2d.r: R-program that updates the analysis as described in the Section Methods (Sec.3)
• list_of_commands.sh: collection of commands used to run the different experiments.

Note that for EnSI 2d it is not possible to run the experiments directly because restrictions apply to the availability of the data from private weather stations, which were used under license for this study.

See https://github.com/cristianlussana/EnSI-demo/wiki/EnSI-2D for the equivalents of Figures 14 and 15 from the paper, but for observation times other than August 7, 2023, 10:00 UTC. Specifically, figures for all time steps from 01:00 UTC to 23:00 UTC are shown.