Data Types

Leapfrog Geo has tools for importing, creating and working with many different types of data, including:

For an introduction to working with data tables in Leapfrog Geo, see the following topics in the Getting Started part of the help:

 

Having a clean and well-prepared data set is an important factor in building reliable models, and costly and time-consuming mistakes can often be avoided by putting in the upfront effort to preparing your data before embarking on building models.

Plan Ahead

Before you start, gather all available data that will inform the model. Think about the information that can be used to support your model, including drilling data, GIS data, photos, cross sections and field mapping data. Don’t limit yourself by considering only data that is already in digital format. Historic drilling data logs in paper or PDF format can be transcribed into text-based tables for input into Leapfrog Geo, while scanned maps, aerial imagery and geological cross sections can be georeferenced directly in Leapfrog Geo.

Data Quality

Once you have gathered all available data, ensure that it is of the highest quality and can be reliably used to inform the model. Points to consider, but not be limited to, are:

  • Recency. Are you using the most recent version of the data? If the data is not the latest, problems may arise when models are updated with new data, if inconsistencies aren’t identified prior to building models.
  • Consistency. Leapfrog Geo requires that all input data is consistent in the coordinate system and units used. Don’t mix metric and imperial systems and metres and millimetres, and ensure all data uses the same XYZ-based coordinate system.
  • Verification. It is always a good idea to verify the data using any available additional data. For example, if you’re working with drilling data, you could verify it using geophysical data. This is especially important when working with historic data, which may be less accurate and of lower quality compared to data collecting using contemporary techniques.

Preparing Data for Import

It is important to ensure that data is in a format supported by Leapfrog Geo.

To view a PDF of the file types Leapfrog Geo supports, click here.

Fix Data Errors at Their Source

Even though Leapfrog Geo can detect errors in your data, we recommend you fix errors outside of Leapfrog Geo for data integrity reasons. In cases where changes to an original data set were made within Leapfrog Geo, it is important to keep your master database up to date with any changes and use ‘export changed fields’ to extract data from Leapfrog Geo, so it can be later uploaded into your database.