coastal-change

Extracting tidally-constrained annual shorelines and robust rates of coastal change from freely available Earth observation data at continental scale

Coastal Observation + Analysis using Satellite-derived Timeseries, Generated Using AI + Real-time Data

An open source package to estimate the coastal variations using R.

Code for computing stratigraphy from bathymetric data, as per Pearson et al (2022): https://doi.org/10.1016/j.geomorph.2022.108185

Jupyter notebook code to generate filmstrips of coastal change using DEA landsat data and geomedians

International Coastal Cleanup Singapore

Spatial prediction of 1990-2024 satellite-derived shoreline-change rates from physical, environmental and defence-related covariates. A focal Bayesian neural network is compared against statistical, geostatistical and machine learning benchmarks.