Editorial Process

Our mission

SurveyingPedia is a free professional encyclopedia covering instruments, applications, and terminology used in geomatics, surveying, and geodesy. Our goal is to provide accurate, practical, and accessible reference content for field surveyors, engineers, students, and academics worldwide.

Our content creation process

We use a hybrid editorial model that combines AI-assisted drafting with human oversight. Specifically:

1. Topic selection. Articles, glossary terms, and tool specifications are chosen from a curated list of professional surveying concepts maintained by our editorial team and informed by industry demand.
2. AI-assisted drafting. Initial drafts are generated using large language models (Anthropic Claude) with domain-specific prompts that enforce surveying terminology, formula accuracy, and SEO best practices.
3. Quality checks. Every piece passes automated validation: technical vocabulary presence, mathematical correctness of formulas (tool calculations are unit-tested), meta length compliance, and internal linking to related content.
4. Translation. Content is translated into 21 languages using Claude, with technical acronyms and brand names preserved. We are working to expand human review in each language.
5. Continuous improvement. All calculators in our Tools section use peer-reviewed geodetic formulas (Haversine, Vincenty, WGS84 ellipsoid, AASHTO standards). Formulas are verified against reference implementations.

Transparency on AI

We believe in full transparency: a significant portion of our encyclopedia entries are AI-drafted and then reviewed/refined. AI enables us to cover hundreds of technical topics in 21 languages that would otherwise be impossible for a small team. Every tool we publish has been manually tested. Every formula has been validated against reference sources. We cite authoritative standards where applicable (AASHTO, ISO, NGS).

When you see potential errors, inaccuracies, or outdated information in our content, please contact us. We welcome corrections from the surveying community and update content promptly.

Sources and references

Our content draws on: AASHTO Geometric Design of Highways and Streets, FGCS Standards and Specifications for Geodetic Control Networks, Bomford's Geodesy (Oxford), Wolf & Ghilani's Elementary Surveying, NGS Toolkit documentation, and manufacturer specifications. News content is sourced from public press releases and rewritten in our own words, with quotes preserved verbatim and attributed.

Corrections and feedback

Found an error, ambiguity, or outdated information? Please reach us via our contact page. We respond within 48 hours to all professional corrections.