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

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

U-net for deforestation detection

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.

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

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

Bayesian Wavelet Change Point Detection

Two Dimensional Change-Points Detection

Extraction of bfast additional parameters

Function to convert changepoint data into a ggplot friendly format

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

data segmentation and forecasting for VAR-driven factor models