phenocam

A phenology modelling framework in R

An R Interface and Post-Processing Framework for PhenoCam Web Services

PhenoFit Pro is a browser-based web application for interactive phenological data analysis.

Goals, progress, and issues on phenocam leaf phenology analysis.

Simple CLI for NEON phenocam data download

A small set of scripts to create time-lapse videos from PhenoCam imagery

Bayesian state-space model predicting autumn senescence in deciduous broadleaf forests from chlorophyll synthesis and breakdown — code for Wheeler & Dietze (2023)

Calibration workflow for the Copernicus High Resolution Vegetation Phenology and Productivity (HRVPP) Product: provides scripts and procedures to calibrate time-series and productivity estimates for high-resolution vegetation monitoring (using TIMESAT).

Edge vision pipeline for Phenocam image detection, annotation, and privacy-aware blurring on Raspberry Pi.

Bayesian models linking autumn leaf senescence to carbon assimilation in deciduous broadleaf forests, from Harvard Forest leaf gas exchange to PhenoCam canopy greenness

A collection of scripts intended to manipulate files in the PhenoCam archive

CanoPie: a desktop app to annotate, edit and measure tree crowns across raw drone frames, orthomosaics and phenocam images -- and find the same crown in each, without photogrammetry. DOI 10.5281/zenodo.23772111

Open-source computer vision that turns any fixed camera into a calibrated sensor: pose from the skyline, decades of footage on one view, every pixel on the map. Live on 8 wildfire cameras.