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PROTEUS

The Dynamic Surface Water eXtent from Harmonized Landsat and Sentinel-2 (DSWx-HLS) Science Application Software (SAS).

License

Copyright (c) 2022 California Institute of Technology (“Caltech”). U.S. Government sponsorship acknowledged.

All rights reserved.

Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:

  • Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer.
  • Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution.
  • Neither the name of Caltech nor its operating division, the Jet Propulsion Laboratory, nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission.

THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

Installation

Download the Source Code

Download the source code and change working directory to cloned repository:

git clone https://github.com/nasa/PROTEUS.git
cd PROTEUS

Standard Installation

Install dependencies (installation via conda is recommended):

conda install --file docker/requirements.txt
conda install -c conda-forge --file docker/requirements.txt.forge

Install via setup.py:

python setup.py install
python setup.py clean

Note: Installation via pip is not currently recommended due to an issue with the osgeo and gdal dependency.

OR update environment path to run PROTEUS:

export PROTEUS_HOME=$PWD
export PYTHONPATH=${PYTHONPATH}:${PROTEUS_HOME}/src
export PATH=${PATH}:${PROTEUS_HOME}/bin

Run workflow tests to ensure proper installation:

pytest -rpP tests

Process data sets; use a runconfig file to specify the location of the dataset, the output directory, parameters, etc.

dswx_hls.py <path to runconfig file>

A default runconfig file can be found: PROTEUS > src > proteus > defaults > dswx_hls.yaml. This file can be copied and modified for your needs. Note: The runconfig must meet this schema: PROTEUS > src > proteus > schemas > dswx_hls.yaml.

Alternate Installation: Docker Image

Skip the standard installation process above.

Then, from inside the cloned repository, build the Docker image: (This will automatically run the workflow tests.)

./build_docker_image.sh

Load the Docker container image onto your computer:

docker load -i docker/dockerimg_proteus_final_4.1.tar

See DSWx-HLS Science Algorithm Software (SAS) User Guide for instructions on processing via Docker.