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produvia / mapo

Predict mining prospects and mineral deposits using deep learning and satellite imagery

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Create Landsat Dataset

slavakurilyak opened this issue · comments

commented

Goal

As a developer, I want to use landsat-util library to create a Landsat dataset, so that I can generate imagery dataset.

Consider

  • Downloading landsat dataset via Google Cloud (2016) or ESA (2013) re: 1972-2011 imagery
commented

Hi @slavakurilyak I think we can do this without any use of landsat-util.
Consider Google Earth Engine .
Example

commented

@ucalyptus I agree. Using Google Earth Engine, we can use geometric operations to create buffers, centroid, or bounding boxes for mineral occurrence coordinates.

For example, here are the coordinates (38°48′N, 120°53′W) for the California Gold Rush. We can define a bounding box of 3x3 satellite pixels or a buffer of 1 meter.