PROSAIL

Estimating aboveground biomass dynamics of wheat at small spatial scale by integrating crop growth and radiative transfer models with satellite remote sensing data
Aboveground biomass (AGB) of plants is an agroecological indicator that can be used to monitor crop growth status and quantify biomass …
DOI
Estimating aboveground biomass dynamics of wheat at small spatial scale by integrating crop growth and radiative transfer models with satellite remote sensing data
A Generic Model to Estimate Wheat LAI over Growing Season Regardless of the Soil-Type Background
It is valuable to develop a generic model that can accurately estimate the leaf area index (LAI) of wheat from unmanned aerial …
DOI
Unsupervised Plot-Scale LAI Phenotyping via UAV-Based Imaging, Modelling, and Machine Learning
High-throughput phenotyping has become the frontier to accelerate breeding through linking genetics to crop growth estimation, which …
DOI
Unsupervised Plot-Scale LAI Phenotyping via UAV-Based Imaging, Modelling, and Machine Learning
Integrating crop growth model and radiative transfer model to improve estimation of crop traits based on deep learning
A major challenge for the estimation of crop traits (biophysical variables) from canopy reflectance is the creation of a high-quality …
DOI
Integrating crop growth model and radiative transfer model to improve estimation of crop traits based on deep learning