Surface water classification using CNN (UNet) Permalink

less than 1 minute read

Forest fire disturbance and recovery using LandTrendr Permalink

less than 1 minute read

Kernel Density Estimation

less than 1 minute read

Benefits of using kernel smoothing:

Fun with plots

1 minute read

Graphs

State space models using JAGS in R

5 minute read

Include Rmarkdown/HTML file in Jekyll posts

1 minute read

Installing NVIDIA drivers (+ CUDA toolkits) in debian based systems (e.g., in my case Ubuntu 22.04.2 LTS)

7 minute read

Learning notes on Earth Engine + CNN + TensorFlow + Google Cloud

3 minute read

I have created these notes to document my own learning in integrating GEE + TensorFlow + Vertex AI.

Web scraping in R

2 minute read

Extract data from NSW Species Refugia website

Point process modelling of forest fires using inlabru

8 minute read

Bushfires below Stacks Bluff, Tasmania, Australia photo by Matt Palmer

You should use spatial nested cross-validation

5 minute read

Back to the basics

Predicting zinc concentration in meuse using Gaussian Processes using GPBoost in R

8 minute read

Source: photo by Luis Miguel Justino under CC BY-NC-ND 2.0 license

Deep learning using tensorflow/keras

11 minute read

Deep learning using tensorflow/keras

Identifying focal landscapes for private land conservation

2 minute read

Evaluating spatio-temporal trends of leopard-human conflict in Kathmandu

2 minute read

Photo by Magda Ehlers from Pexels