[Update] occurrence_ocean_sunfish.ipynb: 1st Jupyter Notebook

ayushanand18 commented 2 years ago

Overview

With this PR, I aim to add 1st Jupyter Notebook occurrence_ocean_sunfish.ipynb and resolve #18.

The changes introduced are:

Jupyter Notebook utilising pyobis.occurrence to gain insights on two species of sunfishes- Mola mola and Lepomis gibbosus. The analysis includes year-on-year records comparison on species, occurrence spread on world map and an approximate migration pattern on map.

Notes for reviewers

Please provide inputs about the hypothesis I have made in the notebook.

Next Steps

I am now working on initiating a new PR for the progressbar implementation after #33 gets merged.

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ayushanand18 commented 2 years ago

I like this example notebook, and the data story with the declining numbers of that particular species is a good one.

I suggest we merge in this notebook and create another one which focuses just on creating maps over time. I want to show off seasonal migration, but we also might see migration towards the poles due to climate change.

Thank you so much @7yl4r! That is a really good thought which we can implement.

Right now, I am working on the depth_time_series.ipynb - A time series analysis of species depth. I will pick this notebook as soon I complete my current analysis.

iobis / pyobis