FIELDimageR
Image analyzer
A package to analyze orthomosaic images from agricultural field trials and extract relevant information
FIELDimageR: A R package to analyze orthomosaic images from agricultural field trials. This package is a compilation of functions to analyze pos-mosaicking images from research fields, and allows to: crop the image; remove soil effect; build vegetation indices; rotate the image; build the plot shapefile; extract information for each plot; and evaluate stand count, canopy percentage, and plant height.
239 stars
41 watching
92 forks
Language: R
last commit: 6 months ago
Linked from 1 awesome list
Related projects:
Repository | Description | Stars |
---|---|---|
reginalexavier/openland | An R package for analyzing land use and cover change, providing tools for visualization and intensity analysis of time series data. | 21 |
r-spatialecology/landscapemetrics | A software package that enables reproducible landscape analysis using categorical map patterns in R. | 230 |
ericpante/marmap | A tool for analyzing and visualizing bathymetric and topographic data using R. | 32 |
mlampros/openimager | An R package providing a toolkit for image processing and recognition. | 59 |
gregor-mendel-institute/aradeepopsis | A tool for extracting phenotypic measurements from plant images using deep learning and computer vision techniques | 41 |
chguiterman/dfoliatr | An R package for analyzing tree-ring data to identify insect defoliators and disturbances in forests | 7 |
lukasvalentin/obia4rtm | An object-based image analysis tool for plant parameter retrieval from radiative transfer models using satellite data. | 18 |
vrrenske/bactmap | A package for analyzing and visualizing microscopy data, integrating segmentation tools with Rstats and ggplot2. | 4 |
predictivephenomics/rhizovisionexplorer | An image analysis software for extracting plant root features from images | 14 |
opengeos/lidar | A Python package for analyzing digital elevation models to identify and delineate surface depressions | 250 |
agrocares/open-bodem-index-calculator | A calculator tool for evaluating agricultural soil based on multiple criteria and indicators. | 11 |
martibosch/pylandstats | A Python library for analyzing landscape metrics and evolution | 83 |
ome/openmicroscopy | Develops software and data format standards for the storage and manipulation of biological microscopy data. | 200 |
zumbov2/colorfindr | An R package that extracts colors from images and visualizes their composition using interactive plots. | 137 |
computational-plant-science/dirt | Automates root trait analysis from images of monocot and dicot roots using computer vision and image processing techniques. | 25 |