FPCUP - Working Group Africa

Training:

Detecting plastic pollution and events of marine debris pollution using Sentinel -2

Emanuel Castanho and Andrea Giusti (AIR Centre)

25 OCTOBER 2023

Preview:

Setup on Docker (recommended):

1- Download Docker based on your operating system here;

2- After installation using the recommended settings, start Docker without signing in and fill some information;

3- Download this repository, click on <> Code and select Download ZIP;

4- Unzip the downloaded file and move the fpcup_africa_marine-debris-main folder to your Desktop or other path (keep the path simple);

5- Open a terminal window inside the folder fpcup_africa_marine-debris-main and run the following commands:

docker build -t fpcup_africa_marine-debris-main . (wait until it finishes the building)

docker run -it -p 8888:8888 -v .:/home/jovyan/fpcup_africa_marine-debris-main fpcup_africa_marine-debris-main (do this on the same terminal window)

6- The previous command will start Jupyter, open the server url (try the third url) on your browser;

7- Download data.zip from here, unzip it and replace inside fpcup_africa_marine-debris-main;

8- You are ready to run the notebook fpcup_africa_marine-debris.ipynb

Setup on Conda (optional):

5- If you do not want to use Docker, try Miniconda. After step 4, open a terminal window inside the folder fpcup_africa_marine-debris-main and run the following commands:

conda create -n fpcup_africa_marine-debris-env python=3.9

conda activate fpcup_africa_marine-debris-env

conda install -c conda-forge gdal=3.7.2

pip install notebook==7.0.6 localtileserver==0.7.2 geopandas==0.14.0 leafmap==0.27.0 scikit-learn==1.1.1 pyarrow==13.0.0