An R package for the simulation of leaf optical properties based on their biochemical and biophysical properties using the PROSPECT leaf model.
After installing package devtools, the package prospect can be installed with the following command line in R session:
devtools::install_github("jbferet/prospect")
A tutorial vignette is available here.
This research was supported by the Agence Nationale de la Recherche (ANR, France) through the young researchers project BioCop (ANR-17-CE32-0001)
If you use prospect, please cite the following references for PROSPECT-PRO and PROSPECT-D:
Féret, J.-B. & de Boissieu, F. (2024). prospect: an R package to link leaf optical properties with their chemical and structural properties with the leaf model PROSPECT. Journal of Open Source Software, 9(94), 6027, https://doi.org/10.21105/joss.06027
Féret, J.-B., Berger, K., de Boissieu, F. & Malenovský, Z. (2021). PROSPECT-PRO for estimating content of nitrogen-containing leaf proteins and other carbon-based constituents. Remote Sensing of Environment. 252, 112173. https://doi.org/10.1016/j.rse.2020.112173
Féret, J.-B., Gitelson, A.A., Noble, S.D. & Jacquemoud, S. (2017). PROSPECT-D: Towards modeling leaf optical properties through a complete lifecycle. Remote Sensing of Environment. 193, 204–215. https://dx.doi.org/10.1016/j.rse.2017.03.004
The inversion of PROSPECT using only directional-hemispherical reflectance or directional-hemispherical transmittance, and prior estimation of N is explained here:
Spafford, L., le Maire, G., MacDougall, A., de Boissieu, F. & Féret, J.-B. (2021). Spectral subdomains and prior estimation of leaf structure improves PROSPECT inversion on reflectance or transmittance alone. Remote Sensing of Environment. 252, 112176. https://doi.org/10.1016/j.rse.2020.112176