Clients using our ML tools often mention that it can be difficult to know which models to use. We generally advise users to start with the simplest appropriate model as a baseline (this is the default option), then to try additional models for comparison.
ML Team Lead
Last year we began a partnership with the North Devon Biosphere and launched a dashboard exploring continuous sensor data in the region. Since then, several data sources have been added including sample data collected by citizen scientists and Environment Agency (EA) bathing water quality.
ML Team Lead
Following the successful launch of the new IGI website, announced in the November 2025 newsletter, we have continued the modernisation across our other web-based platforms.
Product Owner
We are excited to share our latest newsletter, released alongside the newest version of our software. In this edition you will find details of our redesigned software user guide, plus an interesting feature on the Offshore Algarve Basin and its Geological Carbon Storage Potential.
Office Manager
We are delighted to release version 3. 0 of p:IGI+ and Metis. Version 3. 0 is a major update; it’s been in development for over a year, it was previewed at our 2025 user group, and has been used in two training courses.
Managing Director & Data Scientist
Portugal emits roughly 40 Mt of CO₂ each year, (APA, 2025), with about a quarter (10 Mt) coming from the country’s ten largest industrial point sources, including refineries, gas‑fired power plants, and cement production.
Senior Petroleum Geochemist / Basin Modeller
“Numerical Modelling of CO2 Migration and Mineralisation for Geological Storage in Basalts”
As part of a multidisciplinary team of researchers from academia and industry, IGI will be involved in the supervision of a PhD fellowship to be submitted to the Portuguese Investigation and Innovation Agency (AI2) by the 31st of…
Seep biogeochemistry & organic geochemistry
IGI are currently investigating both data and tooling for natural hydrogen exploration,
working with the Natural Hydrogen Study Group, and building on their existing p:IGI+ and Metis platforms.
Managing Director & Data Scientist
By Paul Farrimond
These aromatic biomarkers are unfortunately rarely used in petroleum geochemistry. They have the five-ring structure of the hopanes but with an aromatic ring fused to the E-ring in place of the normal side chain.
Director & Technical Advisor
