Software

Tools, workflows, and data products built from the research program.

This page separates mature tools from active development work so visitors can quickly see what is usable now, what supports publications, and what is still evolving.

Browser Tool Graph Lab
Python Package FLApy
Reconstruction Forest Digital Twin System
Data Product GlobalForMetMapping

Available Now

Tools that already support browsing, analysis, and reproducible work.

Featured Tool

Graph Lab

A browser-native studio for building concept maps, mechanism diagrams, method relationships, and structured literature graphs directly in the browser.

Manual graph building Concept mapping JSON export SVG snapshot
Input Manual topic and relation editing
Use Case Literature mapping and mechanism sketches
Exports JSON working files and SVG snapshots
Access Fully static workflow that runs in the browser

Featured Package

FLApy

Forest Light Analyzer Python Package. A Python workflow for evaluating the three-dimensional heterogeneity of forest light environments and connecting canopy structure with ecological process.

PyPI package Voxel analytics Spatial clustering Open science
Primary Use 3D light availability analysis
Core Mode Forest voxel workflows
Research Role Structure-to-microclimate quantification
Distribution Open-source and reproducible

In Development

Active workflows and emerging products.

Workflow

Forest Digital Twin System

Ecological constraint-based 3D forest reconstruction workflow integrating LESS and Helios++ for virtual forest scenes and simulation-ready environments.

View Project
Method In Development

ESHI

Enhanced Synthetic Hemispherical Image workflow for high-precision sky view factor estimation from multi-platform LiDAR data.

Mapping Product

GlobalForMetMapping

Global-scale forest microclimate mapping designed to produce hourly temperature and humidity surfaces for ecological and biogeographic analysis.

Research Assets

Software connects field ecology, structure sensing, and reproducible outputs.

Use the contact page for collaboration around ecological tooling, microclimate workflows, or integration of these tools into a shared project.