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JonathanVSV (Jonathan V. Solórzano) · GitHub

Overview Repositories 38 Projects Packages Stars 310
52 followers · 69 following

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JonathanVSV/README.md

Hi 👋

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.

Tools

Main repos

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

Latest posts:

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  1. U-netR U-netR Public

    Working with U-net in R

    R 9 2

  2. academic-profile academic-profile Public

    Bilingual academic profile built with quarto

    HTML 5

  3. U-netRDef U-netRDef Public

    U-net for deforestation detection

    R 4 1

  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. GEE_manual GEE_manual Public

    Manual para Google Earth Engine

    TeX 1

  6. AGBLiDAR AGBLiDAR Public

    Scripts to model AGB using LiDAR data

    R 1

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