Getting Started

This page contains minimal info to get you up and flooding with floodsr. For more detailed information, see the User Guide. For common questions, see FAQ.

What Is floodsr?

floodsr is a flood-depth resolution enhancement tool. Or a super-resolution (SR) tool in machine-speak. It takes a low-resolution depth raster as input and reconstructs higher-resolution output, using terrain (DEM) context.

Downloading test data

Before running commands, it’s nice to have some data to play with. If you don’t have your own data yet, you can download a test tile from the project.

To download manually, browse to this release and download the assets into your current working directory.

Alternatively, bash users with curl can run:

curl -L -O https://github.com/cefect/floodsr/releases/download/v0.0.3/hires002_dem.tif -O https://github.com/cefect/floodsr/releases/download/v0.0.3/lowres032.tif

Use

Here we give a quick intro on setting up a model and using it to enhance a flood raster.

Install

floodsr was designed as a CLI-first Python package, so we recommend installing with pipx to ensure environment isolation:

pipx install floodsr

For more detailed installation instructions, see Installation.

Model Setup

Before using the machine-learning backend, we need to fetch the model weights. This only needs to be done once, and the weights will be cached for future runs.

List available model versions:

floodsr models list

You should see ResUNet_16x_DEM in the list, which is the only model currently available.

Fetch a model by version into the default cache:

floodsr models fetch ResUNet_16x_DEM

Now you’re ready to enhance some flood rasters!

Enhance to High Resolution

The primary tool in floodsr is the tohr command or to high resolution. This ingests a low-resolution flood hazard raster and a high-resolution DEM. This high-resolution DEM can either be specified as a local file or fetched from the HRDEM Mosaic data source (for locations in Canada of course).

To enhance to high resolution, fetching the DEM from the HRDEM Mosaic, try:

floodsr tohr --in lowres032.tif --fetch-hrdem

Alternatively, specify your own local DEM file:

floodsr tohr --in lowres032.tif --dem hires002_dem.tif

For more details, see the User Guide.