Research project
4 min read
PhenoHUB: A Mobile Toolkit for Digital Plant Phenotyping
A January 2026 snapshot of a WeChat Mini Program combining field utilities, weather queries, image tools, and experimental AI assistants.
TOPIC COLLECTION
Data Analysis
Transparent data processing, quality control, visualization, and interpretation.
- 4
- field notes
- Curated
- topic collection
Research project
4 min read
MCTP: A Multi-Modal Crop Phenotyping Workspace
A desktop workspace for hyperspectral, LiDAR, RGB, and thermal crop-phenotyping workflows, with clear boundaries between shared UI and cross-modal fusion.
Technical guide
7 min read
DJI P4 Multispectral to Plot-Level Traits with WebODM and QGIS
A validation-first workflow for processing DJI P4 Multispectral imagery in WebODM, checking band metadata in QGIS, and extracting plot-level vegetation features.
Workflow
5 min read
A Reproducible Research Workflow with VS Code, Miniconda, and Git
A practical workflow for structuring Python research projects, recording environments, collaborating through Git, and preserving data provenance.