🌱 I am passionate about understanding how we can halt biodiversity loss through informed land use planning in a changing globe, particularly in tropical croplands.
📍 I primarily work in R, Python, Google Earth Engine, and Shell Scripting for High Performance Computing, using tools like:
In addition, I have growing experience in image segmentation, using Python libraries like torchgeo and PyTorch — focusing on the intersection of Croplands and Biodiversity in Africa and how policy adjustments can halt biodiversity loss🍃
- Languages: R, Python
- Packages: sdm, ENMeval, terra, geodata, torchgeo
- Domains: Species Distribution Modeling, Remote Sensing, Image Segmentation, Geospatial Data Science
- Software: QGIS, Google Earth Engine
- 🔬 Building high-resolution species distribution models using ensemble workflows
- 🛰️ Mapping croplands and tea-growing areas in Africa using deep learning (TorchGeo)
- 🌎 Integrating climate and remote sensing data for better environmental predictions
- 🌐 Website/Portfolio: [https://sites.google.com/view/agumbaoluoch/]
- 🎥 My YouTube Channel: YouTube
- 🔗 My LinkedIn: LinkedIn
- 📧 Email: [[email protected]]
"Mapping the future, one pixel at a time."