Computer Vision for Descriptive Geology
There is a fundamental challenge in geology: the discipline heavily relies on descriptive data, yet humans are often inconsistent and...
AI for Weather and Climate Forecasting
Machine learning and computer vision can also apply to climate and weather prediction models. Our group is actively advancing research...
Reefs and Carbonates
Reefs are shallow water areas where carbonate producers such as corals, coraline algae and halimeda, live. They are one of...
Environmental Changes
The world is a change planet, and both terrestrial and marine ecosystems are in flux. In our research, we mostly...
Earth Observation with Artificial Intelligence
Earth Observation (EO) involves the collection and analysis of data about the Earth’s physical, chemical, and biological systems using remote...
Deepdive Leveraging Pre-trained Deep-Learning for Deep-Sea ROV Biota Identification in the Great Barrier Reef
Understanding and preserving the deep sea ecosystems is paramount for marine conservation efforts. Automated object (deep-sea biota) classification can enable...
Pore pressure penetrometers document high overpressure near the seafloor where multiple submarine landslides have occurred on the continental slope, offshore Louisiana, Gulf of Mexico
Overpressures measured with pore pressure penetrometers during Integrated Ocean Drilling Program (IODP) Expedition 308 reach 70% and 60% of the...
Environmental precursors to rapid light carbon injection at the Palaeocene/Eocene boundary
The Palaeocene/Eocene thermal maximum — a period of intense global warming about 55 million years ago — was associated with...
Clumped Isotope Reordering and Kinetic Differences in Co-Hosted Calcite and Dolomite Minerals throughout Burial Diagenesis and Exhumation
The clumped isotope paleo-thermometer has become a valuable proxy for the burial history reconstruction of carbonate formations. To maximise the...
DIAGENESIS OF THE CENTRAL LUCONIA CARBONATE PLATFORMS: THE ROLES OF EARLY DOLOMITIZATION AND LATE HYDROTHERMAL FLUIDS IN ENHANCING DEEP RESERVOIR PROPERTIES
The Central Luconia Miocene carbonate platform represents one of the largest regions of Liquified Natural Gas (LNG) production in the...