How to get the data#
This short tutorial explains how to get the dataset and intermediate results necessary to reproduce the results and plots of the Apples with Apples paper.
Downloading the data from Zenodo#
The data is publicly available at
Zenodo. Please download and
unpack the file: apples_root_dir.zip
. Once unzipped, the directory should
contain three subdirectories:
30_data
: This is the raw NACO L’ Beta Pic dataset used in the paper in two versions:betapic_naco_lp_HR.hdf5
the vanilla dataset after pre-processing with PynPoint but with the full temporal resolution.betapic_naco_lp_LR.hdf5
is the same dataset but with reduced resolution in time (temporal binned / averaged). The plots in the paper are calculated for thebetapic_naco_lp_HR.hdf5
dataset. But all the code should work (and be much faster) with the lower resolution data.70_results
: Contains all final and intermediate results.lookup_tables
: Are the lookup tables for the LaplaceBootstrapTest.
Setting up the environmental variable#
Once downloaded, we need to tell applefy where the data is on your local machine. You can do this by setting the following environment variable:
export APPLES_ROOT_DIR="/path/to/datasets/dir" ;
You are ready to go!