I am Jonathan V. Solórzano, a biologist/geographer interested in using remote sensing to study and monitor forests 🌳🛰️.
I am particularly keen on using multispectral, SAR, and LiDAR data with machine/deep learning algorithms to monitor land use/land cover (LULC) and aboveground biomass (AGB) changes 🤓.
I usually use R and GEE to make my analyses, and QGIS to visualize or perform other simple tasks.
Topic | Language | Repo |
---|---|---|
Deep Learning | R | U-netR |
Deep Learning | R | U-net3Def |
Machine Learning | R | AGBLiDAR |
Time series | R | bfast_params_extr |
Cloudless observations | JS-GEE | PerPixelObsSentinel-2 |
Cloudless observations | JS-GEE | Landsat-Sentinel-Obs |
Personal Website | mainly R | Ppage2 |