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EGCI (Ecoacoustic Global Complexity Index)

Article title: Estimating ecoacoustic activity in the Amazon rainforest through Information Theory quantifiers. PDF

Previous title: Amazon rainforest soundscape characterized by Information Theory quantifiers. PDF

The jupyter notebooks available here allows to reproduce the images and results included in the PDF article.

Dataset

A copy of the preprocessed dataset to reproduce the main results of the article is now delivered with this repository. The dataset files are located in the pkl_dataset folder.

Anyway, a copy of this data can be downloaded through the link here. If you choose to download the dataset on this link, note that the downloaded file must be unzipped into a folder called pkl_datasets.

Library dependencies

python : 3.6.9
pandas : 0.25.3
numpy : 1.17.3
matplotlib : 3.1.2
scipy : 1.3.1
statsmodels : 0.10.2
soundfile : 0.10.3
colorednoise : 1.1.1
tqdm