How Interpretable Machine Learning Can Benefit Process Understanding in the Geosciences

Deep learning modelling techniques: current progress, applications, advantages, and challenges

Aggregation strategies to improve XAI for geoscience models that use correlated, high-dimensional rasters

Review and Evaluation of Deep Learning Architectures for Efficient Land Cover Mapping with UAS Hyper-Spatial Imagery: A Case Study Over a Wetland