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 for my analyses, and QGIS for visualization and other simple tasks. I am also starting to use Python for deep learning analyses.
| 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 | academic-profile |