To read, analyze and plot hyperspectral data from Specim devices. Currently only tested with FX10 data.
pip install specarray
from specarray import SpecArray
from pathlib import Path
import matplotlib.pyplot as plt
data_dir = Path("data/white_weathering_crust_2_2023-07-15_15-25-24/")
white_weathering_crust = SpecArray.from_folder(data_dir)
white_weathering_crust.capture
white_weathering_crust.spectral_albedo.sel(sample=0, point=0).plot.line()
plt.ylim(0, 1)
The resulting imgage should look like this:
For more examples see the notebooks folder.
FAQs
Working with hyperspectral data
We found that specarray demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
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