EP 136: Why Smart Geologists Script Their Way to Better Estimates

EP 136: Why Smart Geologists Script Their Way to Better Estimates

In this episode of Fresh Thinking, Dr Gregory (Greg) Zhang and Jenny Dalrymple, both Senior Consultants at Snowden Optiro, share how automation and scripting can transform the mineral resource estimation process - saving time, improving accuracy, and creating an auditable, repeatable workflow.

From Python scripting and macros to block model estimation and LUC workflows, Greg and Jenny explain how practical automation can make complex resource estimation tasks far more efficient.

⏱️ This podcast at a glance:
00:41 – Using scripting to automate mineral resource estimation
02:18 – Python and Datamine: speeding up exploratory data analysis
03:23 – From internal tools to standalone software - developed by our consultants
04:01 – How macros streamline LUC and MIK workflows
07:25 – Why workflow automation matters for small and large projects
08:22 – Macros as an audit trail for peer review and project handovers
08:50 – How to get started writing your first macro
09:51 – Practical advice for beginners in scripting and automation
10:19 – Final thoughts and closing remarks

If you would like to contact Greg or Jenny: contact@snowdenoptiro.com

🎧 Listen on the go: Fresh Thinking is available on all major podcast platforms – subscribe to never miss an episode!

👍 Like, comment, and subscribe for more technical mining insights from our global consulting team.

Fresh Thinking by Snowden Optiro is rapidly becoming the best mining podcast globally – you can find our podcasts on YouTube, Spotify, Apple Podcasts, and most other podcast platforms.

Snowden Optiro Snowden Optiro is a resources consulting and advisory group that provides independent advice, consulting, and training to mining and exploration companies, their advisors, and investors. We help mine developers advance their projects, mining companies improve their operations, and investors de-risk their investments by providing quality advice, training, and software in the field of Mineral Resources and Mineral/Ore Reserves.

🌐 Explore more: https://snowdenoptiro.com/

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EP 157 | Part 4 of 7: Localised Conditional Simulation

EP 157 | Part 4 of 7: Localised Conditional Simulation

In this episode of Fresh Thinking by Snowden Optiro, Ian Glacken and Susan Havlin explore localised conditional simulation (LCS) and its role in modern resource estimation workflows. Building on earli...

1 Touko 10min

EP 156 | Part 3 of 7: Conditional Simulation

EP 156 | Part 3 of 7: Conditional Simulation

In this episode of Fresh Thinking by ‪@SnowdenOptiro‬, Susan Havlin and Ian Glacken explore the fundamentals of conditional simulation and its role in modelling grade variability and uncertainty in mi...

1 Touko 12min

EP 159 | Part 6 of 7: How Simulation Influences Mine Planning Decisions

EP 159 | Part 6 of 7: How Simulation Influences Mine Planning Decisions

In this episode of Fresh Thinking by @SnowdenOptiro, Susan Havlin speaks with Tarrant Elkington about the mine planning implications of simulation. The conversation explores: Why resource models are ...

29 Huhti 11min

EP 158 | Part 5 of 7: Understanding Uncertainty in Mineral Resource Estimation

EP 158 | Part 5 of 7: Understanding Uncertainty in Mineral Resource Estimation

In this episode of Fresh Thinking by ‪@SnowdenOptiro‬, Susan Havlin and Ian Glacken discuss uncertainty in mineral resource estimation and how Localised Conditional Simulation (LCS) provides a more pr...

29 Huhti 13min

EP 155 | Part 2 of 7: Recoverable Resource Methods

EP 155 | Part 2 of 7: Recoverable Resource Methods

In this episode of Fresh Thinking by @SnowdenOptiro , we explore recoverable resource methods and how they help bridge the gap between resource models and what is actually mined. We discuss key approa...

15 Huhti 11min

EP 154 | Part 1 of 7: Foundations of Modern Resource Estimation

EP 154 | Part 1 of 7: Foundations of Modern Resource Estimation

Episode 154 of Fresh Thinking by Snowden Optiro kicks off a 7-part series on modern resource estimation. In this episode, we cover the fundamentals of ordinary kriging, its strengths and limitations, ...

4 Huhti 10min

EP 153: The Genesis of Australia's Nickel Industry

EP 153: The Genesis of Australia's Nickel Industry

Discover the fascinating origins of Australia's nickel industry in this episode of Fresh Thinking by ‪@SnowdenOptiro‬. Principal Consultant, Jan Graham, sits down with Executive Consultant, Ian Glacke...

4 Huhti 11min

Ep 152: If You Sign It, You Own It: The Reality of Reserve Sign-Off

Ep 152: If You Sign It, You Own It: The Reality of Reserve Sign-Off

What does it really mean to sign off on a mineral reserve? In this episode of Fresh Thinking, Tarrant Elkington (General Manager, Snowden Optiro) is joined by Allan Earl (Executive Consultant Mining) ...

18 Maalis 17min

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