Pacific model uses these 15 grid cells:
Training data is created for 2020 for these 15 "representative" cells. Model is trained on this Pacific 2020 data, and used to classify all Pacific grid cells for all years 2000-2025.
Training data code:
https://github.com/auspatious/ldn-lulc/blob/training-data-review/ldn/training_data.py
Example training data (tile 028_030 PNG):
Model creation code:
https://github.com/auspatious/ldn-lulc/blob/training-data-review/notebooks/1_Train_Model.ipynb
Example classification - Rarotonga, Cook Islands 2024 (not the latest version):
Pacific model uses these 15 grid cells:
Training data is created for 2020 for these 15 "representative" cells. Model is trained on this Pacific 2020 data, and used to classify all Pacific grid cells for all years 2000-2025.
Training data code:
https://github.com/auspatious/ldn-lulc/blob/training-data-review/ldn/training_data.py
Example training data (tile 028_030 PNG):
Model creation code:
https://github.com/auspatious/ldn-lulc/blob/training-data-review/notebooks/1_Train_Model.ipynb
Example classification - Rarotonga, Cook Islands 2024 (not the latest version):