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IVERT

ICESat-2 Validation of Elevations Reporting Tool

IVERT validates Digital Elevation Models (DEMs) by comparing their elevations against ICESat-2 satellite photon data. It supports topographic, bathymetric, and mixed coastal DEMs, runs fully offline on any machine, and handles vertical datum conversions automatically.

Developed by the continuous-dems team. Primary authors: Mike MacFerrin (IVERT) and Matthew Love (continuous-dems utilities).


Capabilities

  • Validate topographic, bathymetric, and mixed coastal DEMs against ICESat-2 photons — a single DEM, or a whole directory/glob of DEMs with combined collection-level summaries.
  • Classifies photons by surface type — ground, canopy, land ice, buildings, seafloor, and water surfaces — by combining multiple ICESat-2 products (ATL03, ATL06, ATL08, ATL12, ATL13, ATL24) with a Bing-derived building-footprint mask to flag built structures.
  • Coastline/water filtering to minimize false-positive "ground" photons appearing offshore over water and unreasonably-shallow "bathy floor" photons with large errors over deep water.
  • Automatic vertical datum conversion (NAVD88, EGM2008, MLLW, ellipsoid, and many more, by EPSG code or short name) — no manual reprojection needed.
  • Configurable photon filtering at both download and validation: signal confidence, bathymetry confidence, photon class selection, and outlier rejection.
  • Statistical outputs: mean bias, RMSE, standard deviation, a full percentile breakdown of per-cell errors, and optional per-cell photon coverage.
  • Automatically-generated validation plots (per-DEM and collection-wide).
  • Export per-cell errors to GeoTIFF, GeoPackage, Shapefile, or XYZ text.
  • Every validation writes a manifest of its settings and IVERT version, so a run can be repeated exactly, by you or anyone you share it with, on the same DEMs or new ones (ivert validate -m).
  • Local, spatially-indexed photon database — download once, validate many times — with commands to list, size, rebuild, delete, and archive (dump and restore) its data.
  • Export classified photons from the database to GeoPackage, Shapefile, or XYZ text.
  • Runs fully offline on any machine, with configurable data directories and per-project config profiles.

Installation

Available on PyPI:

pip install ivert

or on conda-forge:

conda install ivert

For development (editable install from this repo):

git clone https://github.com/continuous-dems/ivert.git
cd ivert
pip install -e .

Three dependencies from the continuous-dems organization — fetchez, globato, and transformez — are installed automatically from PyPI and do not need to be installed separately.


Quick start

1. Set up IVERT's data directories and credentials (run once on a new machine):

ivert setup

This creates the local ~/.ivert data directories and checks your ~/.netrc for NASA Earthdata Login credentials, offering to save them if they are not already present. Earthdata credentials are required to download ICESat-2 data (register for a free account).

2. Download ICESat-2 photon data for your area (bounding box in W/E/S/N order):

ivert database download -- -74.0/-73.0/40.5/41.0

3. Validate your DEM:

ivert validate mydem.tif

4. Check the output directory for mydem_results.h5, a validation plot (.png), and error exports (.tif, .gpkg).


Documentation

Command Description
ivert setup Create data directories and set up NASA Earthdata credentials
ivert validate Validate DEMs against ICESat-2 data
ivert database Download, convert, archive, and manage the local photon database
ivert classes List the ICESat-2 photon classification codes
ivert cache View and clear the local file cache
ivert options View and change configuration settings

Metadata

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