Chad Burton cbur24

Earth Observation Scientist for Geoscience Australia.

cbur24 / random_sampling.py

Last active August 1, 2025 02:43

Python function for generating random samples across an xarray.DataArray

	def random_sampling(da,
	n,
	sampling='stratified_random',
	manual_class_ratios=None,
	out_fname=None
	):

	"""
	Creates randomly sampled points for post-classification
	accuracy assessment.

cbur24 / custom_feature_layer_extract.py

Last active August 5, 2020 06:00

custom reduce function for `collect_training_data`

	from datacube.utils.geometry import assign_crs
	import datacube
	import numpy as np
	import sys
	import xarray as xr

	sys.path.append('../Scripts')
	from deafrica_bandindices import calculate_indices
	from deafrica_temporal_statistics import temporal_statistics
	from deafrica_classificationtools import HiddenPrints

cbur24 / test_landsat_collections.py

Last active August 5, 2020 01:42

Test SR between landsat collections

	import datacube
	import matplotlib.pyplot as plt
	from matplotlib.pyplot import cm
	from matplotlib.patches import Patch
	import numpy as np
	import sys
	import xarray as xr
	sys.path.append('../Scripts')
	from deafrica_datahandling import load_ard