Visualizing NEON AOP hyperspectral data interactively with HyperCoast¶

This notebook demonstrates how to visualize NEON AOP hyperspectral data interactively with HyperCoast.

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# %pip install "hypercoast[extra]"

# %pip install "hypercoast[extra]"

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import hypercoast

import hypercoast

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url = "https://github.com/opengeos/datasets/releases/download/hypercoast/NEON_D02_SERC_DP3_368000_4306000_reflectance.h5"
filepath = "data/neon.h5"
hypercoast.download_file(url, filepath)

url = "https://github.com/opengeos/datasets/releases/download/hypercoast/NEON_D02_SERC_DP3_368000_4306000_reflectance.h5" filepath = "data/neon.h5" hypercoast.download_file(url, filepath)

Load the dataset as a xarray.Dataset object.

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dataset = hypercoast.read_neon(filepath)
dataset

dataset = hypercoast.read_neon(filepath) dataset

Visualize the data interactively with HyperCoast.

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m = hypercoast.Map()
m.add_neon(filepath, wavelengths=[1000, 700, 500], vmin=0, vmax=0.5)
m

m = hypercoast.Map() m.add_neon(filepath, wavelengths=[1000, 700, 500], vmin=0, vmax=0.5) m

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m.set_center(-76.5134, 38.8973, 16)

m.set_center(-76.5134, 38.8973, 16)

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m.add("spectral")

m.add("spectral")