plantphys / spectratraitLinks
A tutorial R package for illustrating how to fit, evaluate, and report spectra-trait PLSR models. The package provides functions to enhance the base functionality of the R pls package, identify an optimal number of PLSR components, standardize model validation, and vignette examples that utilize datasets sourced from EcoSIS (ecosis.org)
☆12Updated 5 months ago
Alternatives and similar repositories for spectratrait
Users that are interested in spectratrait are comparing it to the libraries listed below
Sorting:
- Hyperspectral image processing library☆67Updated 3 weeks ago
- Kernel vegetation indices and the kernel NDVI☆57Updated 2 years ago
- simulation of global GPP using the NCEP reanalysis II considering C3 and C4 difference☆25Updated last year
- Employing a data-driven approach to generate Leaf Area Index (LAI) maps from Landsat images over CONUS☆73Updated 4 months ago
- A comprehensive workflow for calculating black, white, and blue sky albedos from the MODIS BRDF model parameters product (MCD43A1) using …☆27Updated 4 years ago
- SIAC GEE version☆63Updated 4 years ago
- ☆53Updated 4 months ago
- Python interface to the ProSAIL leaf/canopy reflectance model☆25Updated 2 years ago
- ☆41Updated 2 years ago
- source code for google earth engine mapping routines☆33Updated last year
- Code, example dataset, and instructions of Sentinel-1 data pre-processing and pixel-based summary statistics used in "Radar vision for ma…☆12Updated 3 years ago
- TimeSync-Legacy☆27Updated 3 years ago
- Radiometric Slope Correction of Sentinel-1 data on Google Earth Engine☆52Updated 5 years ago
- The RUSLE model on Google Earth Engine☆25Updated 5 years ago
- Supplementary Material to my Remote Sensing publication 'Sentinel-1-Imagery-Based High-Resolution Water Cover Detection on Wetlands, Aide…☆31Updated 5 years ago
- Continuous Degradation Detection on the Google Earth Engine☆43Updated 2 years ago
- SCOPE is a simulation model for radiative transfer, photosynthesis and energy fluxes in vegetation and soil.☆83Updated 6 months ago
- A Bayesian hierarchical model that quantifies long-term annual land surface phenology from sparse time series of vegetation indices.☆46Updated 5 months ago
- Atmospheric correction processor for high spatial resolution multispectral satellite images☆20Updated 4 months ago
- Process global-scale satellite and airborne elevation data into time series of glacier mass change: Hugonnet et al. (2021).☆47Updated 2 years ago
- Semi-supervised water storage retrieval using Sentinel-2☆18Updated 5 years ago
- Batch export Google Earth Engine (GEE) tasks with `Tampermonkey`.☆88Updated 3 years ago
- Drought analysis with Google Earth Engine. (Compare SPEI with NDVI anomalies)☆49Updated 5 years ago
- BRDF modelling using linear kernel models☆18Updated 5 years ago
- ☆18Updated 3 years ago
- Penman-Monteith-Leuning Evapotranspiration on GEE☆91Updated last year
- ☆59Updated 3 years ago
- The Optical Reef and Coastal Area Assessment (ORCAA) tool in Google Earth Engine allows users to monitor, track, and evaluate water param…☆13Updated 4 years ago
- Partitioning spectral diversity.☆15Updated 3 years ago
- Introduction to convolutional neural networks (CNNs) with a remote sensing example.☆27Updated 6 years ago