Remote Sensing Tools for Forest Monitoring

An R package for identifying sudden gains in longitudinal data

Code and sample data for McGregor et al., 2024

U-net for deforestation detection

Estimate field-scale soil moisture from Sentinel-1 SAR data using GEE, R, and QGIS over rainfed agriculture pratices.

Methods for data segmentation under a sparse regression model

Fast Multiple Changepoint Detection in Time Series with with local fluctuations as a random walk process and autocorrelated noise.

Bayesian Wavelet Change Point Detection

This repository collects the files related to the Master Thesis for my MSc in Management Engineering (2020, Politecnico di Torino)

Two Dimensional Change-Points Detection

R code for paper 'Bayesian model selection for unit root testing with multiple structural breaks'

Estimate field-scale soil moisture from Sentinel-1 SAR data using GEE, R, and QGIS over rainfed agriculture pratices.

Extraction of bfast additional parameters

Function to convert changepoint data into a ggplot friendly format

data segmentation and forecasting for VAR-driven factor models