canvod-vod 0.2.0

VOD calculation for GNSS vegetation analysis

canvod-vod

VOD calculation for GNSS vegetation analysis.

Part of the canVODpy ecosystem.

Overview

This package provides VOD (Vegetation Optical Depth) calculation algorithms based on the Tau-Omega model:

• Zeroth-order approximation (TauOmegaZerothOrder)
• Abstract base class for custom implementations

Installation

pip install canvod-vod

Quick Start

from canvod.vod import TauOmegaZerothOrder
import xarray as xr

# Load canopy and sky datasets
canopy_ds = xr.open_dataset("canopy.nc")
sky_ds = xr.open_dataset("sky.nc")

# Calculate VOD
vod_ds = TauOmegaZerothOrder.from_datasets(
    canopy_ds=canopy_ds,
    sky_ds=sky_ds,
    align=True
)

Features

• Abstract base class for VOD calculators
• Pydantic validation for input datasets
• Support for both direct dataset and Icechunk store inputs
• Zeroth-order Tau-Omega approximation

Documentation

Centralized documentation

Reference

Based on Humphrey, V., & Frankenberg, C. (2022). SMAP L-band microwave radiation helps capture GPP variability across different ecosystems.

License

Apache License 2.0 - see LICENSE file