Topic collection

Crop Modeling

Mechanistic and data-driven representations of crop structure and function.

2: field notes
Curated: topic collection

Plant phenotypingOct 30, 2025

Predicting Leaf BRDF from Phenotypic Traits

A measuring and analysis framework that predicts leaf BRDF parameters from phenotypic traits in four species, combining directional spectroscopy, Cook–Torrance fitting, ensemble learning and canopy ray tracing (Plant Phenomics, 2025).

Plant Phenotyping Remote Sensing Machine Learning

Plant phenotypingAug 20, 2023

Canopy Photosynthesis Modeling from 3D Plant Reconstruction

A modular model that reconstructs crop plants from multi-view images, assembles a triangle-facet canopy, simulates its light distribution by ray tracing, and integrates leaf photosynthesis to canopy carbon gain.

Crop Modeling Plant Phenotyping 3D Reconstruction