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JonathanVSV/README.md

Hi 👋

I am Jonathan Solórzano, a biologist interested in using remote sensing to study and monitor tropical 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.

You can visit this page to learn more about my research or take a look at my posts (mainly R code): https://jonathanvsv.github.io/Ppage2/

Pinned

  1. U-netR U-netR Public

    Working with U-net in R

    R 7 2

  2. U-netRDef U-netRDef Public

    U-net for deforestation detection

    R 1 1

  3. PerPixelObsSentinel-2 PerPixelObsSentinel-2 Public

    GEE Javascript API script for obtaining the number of cloudless observations using Sentinel-2 in MX (by ecoregion)

    JavaScript 2

  4. Landsat-Sentinel-Obs Landsat-Sentinel-Obs Public

    GEE Javascript API scripts to obtain the number of cloudless observations (using Landsat 4, 5, 7, 8 and Sentinel-2)

    JavaScript 5 4

  5. RSModels RSModels Public

    Contains functions that enable the construction of linear models with different parameters, cross validation implementation and the calculation of a random goodness-of-fit ditribution. These models…

    R 1 2

  6. GEE_manual GEE_manual Public

    Manual para Google Earth Engine

    TeX 1