#!/usr/bin/env python
# Copyright (c) 2018-2019 Satpy developers
#
# This file is part of satpy.
#
# satpy is free software: you can redistribute it and/or modify it under the
# terms of the GNU General Public License as published by the Free Software
# Foundation, either version 3 of the License, or (at your option) any later
# version.
#
# satpy is distributed in the hope that it will be useful, but WITHOUT ANY
# WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR
# A PARTICULAR PURPOSE. See the GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License along with
# satpy. If not, see <http://www.gnu.org/licenses/>.
"""Enhancements specific to the VIIRS instrument."""
import numpy as np
from trollimage.colormap import Colormap
from satpy.enhancements import exclude_alpha, using_map_blocks
[docs]
def water_detection(img, **kwargs):
"""Palettizes images from VIIRS flood data.
This modifies the image's data so the correct colors
can be applied to it, and then palettizes the image.
"""
palette = kwargs["palettes"]
palette["colors"] = tuple(map(tuple, palette["colors"]))
_water_detection(img.data)
cm = Colormap(*palette["colors"])
img.palettize(cm)
[docs]
@exclude_alpha
@using_map_blocks
def _water_detection(img_data):
data = np.asarray(img_data).copy()
data[data == 150] = 31
data[data == 199] = 18
data[data >= 200] = data[data >= 200] - 100
return data