Add support for Clay Foundation Model

[giswqs]

• https://github.com/Clay-foundation/model
• https://www.linkedin.com/pulse/ai-earth-from-scribes-deeds-bruno-sanchez-andrade-nu%C3%B1o-d59sf/

[Pratik-Doshi-99]

Hey, is this issue still open? I am interested in helping with this

[giswqs]

That would be great! Please feel free to submit a PR. Thank you

[Pratik-Doshi-99]

Clay requires sensor meta-data like the following:

'sentinel-2-l2a': {
        'band_order': ['blue', 'green', 'red', 'rededge1', 'rededge2', 'rededge3', 'nir', 'nir08', 'swir16', 'swir22'],
        'rgb_indices': [2, 1, 0],
        'gsd': 10,
        'bands': {
            'mean': {'blue': 1105., 'green': 1355., 'red': 1552., 'rededge1': 1887., 'rededge2': 2422., 'rededge3': 2630., 'nir': 2743., 'nir08': 2785., 'swir16': 2388., 'swir22': 1835.},
            'std': {'blue': 1809., 'green': 1757., 'red': 1888., 'rededge1': 1870., 'rededge2': 1732., 'rededge3': 1697., 'nir': 1742., 'nir08': 1648., 'swir16': 1470., 'swir22': 1379.},
            'wavelength': {'blue': 0.493, 'green': 0.56, 'red': 0.665, 'rededge1': 0.704, 'rededge2': 0.74, 'rededge3': 0.783, 'nir': 0.842, 'nir08': 0.865, 'swir16': 1.61, 'swir22': 2.19}
        }
    },
    'landsat-c2l2-sr': {
        'band_order': ['red', 'green', 'blue', 'nir08', 'swir16', 'swir22'],
        'rgb_indices': [0, 1, 2],
        'gsd': 30,
        'bands': {
            'mean': {'red': 13705., 'green': 13310., 'blue': 12474., 'nir08': 17801., 'swir16': 14615., 'swir22': 12701.},
            'std': {'red': 9578., 'green': 9408., 'blue': 10144., 'nir08': 8277., 'swir16': 5300., 'swir22': 4522.},
            'wavelength': {'red': 0.65, 'green': 0.56, 'blue': 0.48, 'nir08': 0.86, 'swir16': 1.6, 'swir22': 2.2}
        }
    }

When integrating the model, how do we infer this information given that we don't know the sensor/satellite source of a raster?