Filipe Oliveira Santos's Projects
Este livro oferece uma introdução compreensiva aos métodos estatísticos mais utilizados em Ecologia.
Tutorials to access Radiant MLHub Training Datasets
Read OPUS binary files from Fourier-Transform Infrared (FT-IR) spectrometers of the company Bruker Optics GmbH & Co. in R
Open Soil Spectral Library Manual
:muscle: Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)
Plot-to-map comparison of aboveground biomass workflow
Biomass validation app via Shiny
PyTorch Tutorial for Deep Learning Researchers
Plugin for neural network inference in QGIS: segmentation, regression and detection
Textbook that provides JavaScript and Python code to create open reproducible remote sensing analyses and workflows in Google Earth Engine.
Random Forest Spatial Interpolation
Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning
Deep learning with satellite & aerial imagery
A R package for running Object-based Image Analysis and optimizing image segmentation parameters
Acquisition of data commonly used as covariates or predictor variables.
SentinelDownloader is a high level wrapper to the SentinelSat api
Geographical Data Processing in the Cloud
Workflow to setup LANDSAT8 OLI data to be processed with Biophysical Processor
CRAN Task View: Analysis of Spatial Data
Official repo for the #tidytuesday project
R scripts for sampling for digital soil mapping
Code to generate a Unconditional Gaussian Random Field