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No More Soil Lab Format Chaos
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FarmWeather
Posted 12/17/2025 19:38 (#11473994 - in reply to #11473562)
Subject: RE: No More Soil Lab Format Chaos


Delta

GeoPardAg - 12/17/2025 12:07

Proud to share a small (but painful) problem we finally killed.
GeoPard is the first platform to truly “solve” soil lab result format chaos - with automated smart import.

The problem
Soil labs rarely deliver results in a consistent structure: different templates, different naming, different units, local languages, multiple spreadsheets per order -> “CSV/Excel” that’s basically not structured for mapping.
And converting all that into clean sampling points takes forever (or breaks easily).

The solution: Smart Import for lab results
Now you can upload almost any CSV or Excel, even messy ones, and GeoPard will do the the mapping for you.

How it works
1. Upload unstructured CSV/XLSX (one or multiple files, one or many fields)
2. GeoPard auto-detects columns for macro + micronutrients
3. Instant preview of the attributes mapping (and you can adjust if needed)
4. GeoPard normalizes column names + structure + units → so you get consistent analytics + automated recommendations
5. Automatic mapping of sampling points to fields when: the Sampling Plan was created in GeoPard, or lab results include coordinates (common for big farms + in-house labs)

Already available for all users.

If you’re a soil lab, sampler, agronomist, or farmer - and you’re tired of “format gymnastics”, this is built exactly for you.

Well done 

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