Open Data Sources in Support of Engineer Reconnaissance
By Staff Sergeant Richard B. King
Article published on: 1/15/2025 in the Engineer 2025 E-Edition
Read Time: < 4 mins
As brigades and below compete for dwindling engineer capabilities, open-source geospatial data can be leveraged
to supplement traditional technical analysis methods in support of engineer reconnaissance missions.
In early 2024, the U.S. Army announced its proposal for restructured divisions to meet the challenge of
large-scale combat operations. One of the most immediate and publicized effects of this force design update was
a consolidation and net reduction of engineer assets, repurposed to support increasingly higher echelons.
Previous contributors to Engineer have concurrently noted that engineer reconnaissance will play a
critical role in the future battlespace.1 Army Techniques Publication (ATP) 3-34.81,Engineer
Reconnaissance, stating, “The engineer contribution to operational success is highly desired by the
commander. Demands for engineer reconnaissance support will often exceed capabilities. These capabilities are
spread thin, and they compete with the commander’s needs for other engineer applications.”2
Current engineer reconnaissance doctrine acknowledges the role of geospatial engineers in supporting technical
analyses of infrastructure and the physical environment. To that end, open-source geospatial data that is
normally used to create broad-spectrum mission analysis products can be leveraged to provide commanders and
other engineers with a baseline level of awareness. This enables the development of collection requirements for
environmental and site-specific reconnaissance, which, in turn, allows divisions to more effectively prioritize
limited capabilities.
This article provides an overview of areas in which open-source geospatial data can be used to support engineer
reconnaissance efforts, both with and without the assistance of geospatial engineer teams. Some of the data
repositories (where noted) are accessible only by using a common access card; while not truly “open” in the
literal sense, these repositories are, nonetheless, available to all Soldiers who request their use at the
unclassified level.
Lines of Communication
OpenStreetMap© data can serve as a starting point for building situational awareness of road and rail networks
in areas of operation. OpenStreetMap is a fusion of worldwide transport data derived from surveys, aerial and
satellite imagery, and other open-source geospatial data. Users can view the width, number of lanes, and surface
characteristics of roads or track the gauge and electrification status for railways without the need for
additional processing through a web-based map interface.
OpenStreetMap data also feeds into a National Geospatial-Intelligence Agency online platform (currently known as
the Open Mapping Enclave) that allows any user to update route data and status, improving the baseline for every
unit. A newer platform, now under development, will most likely be given a different name going forward.
Airfields and Seaports
The National Geospatial-Intelligence Agency maintains two separate databases containing basic engineering
characteristics of airfields and seaports. The Aeronautical Content Exploitation System, a map-based website,
allows users to view the location, maximum runway length, and maximum runway width of any airfield on record,
which allows engineers to make an initial assessment of the capability of an airfield to support different
airframes. The World Port Index, available both as a map-based website and a physical publication, contains
information on maximum ship size, entry restrictions, and availability of support facilities (such as cranes and
cargo holding areas) at seaports.
Soil Classification
Despite a wide range of applications in support of engineer reconnaissance, open-source data on soil
characteristics is not always easily accessible. The most readily available global databases, SoilGrids©3 and the
Harmonized World Soil Database©,4 categorize soil according to the World Reference Base
(WRB)—a system that differs from the Unified Soil Classification System (USCS) favored by Army doctrine. While
these databases can still be useful starting points for engineer assessments, WRB-based soil datasets require
that users research the composition of each category to extract any information of value. On the other hand, the
Visual Navigation dataset, produced by the National Geospatial-Intelligence Agency, is classified using USCS but
requires common access card access. Furthermore, unlike the other data sources mentioned, the Visual Navigation
dataset is not easily visualized and requires geospatial engineer support for full display. The choice of which
soil classification dataset to use will, therefore, depend on the time and personnel available.
Limitations
The use of open-source geospatial data to support engineer reconnaissance may create additional challenges. The
open sources may present the data just as it was collected, without any of the edits necessary for clarity,
thereby requiring further analysis before use. The sources may not be well known outside a specific field of
study; uncovering those mentioned in this article required a dedicated search or the author’s prior knowledge.
Web interfaces for viewing the data available are not always intuitive, even for the geospatial engineers whose
job it is to process such information for use by staff. Users should allocate time to familiarize themselves
with the data sources well before their unit prepares to deploy or consult with their brigade geospatial team to
mitigate these limitations.
Any open-source database is a continuously evolving product that is unlikely complete in every aspect.
Open-source databases should be viewed as supplements to traditional methods of technical analysis—never as
substitutes.
Conclusion
Open-source geospatial data can be a significant time saver when used to support engineer reconnaissance. Much
of the hard work on the technical analysis of infrastructure and the physical environment has already been done
worldwide. With the assistance of geospatial engineers, it can be leveraged for the benefit of the Army at a
time when the demand for engineer capabilities is expected to keep growing.
Endnotes
1 Nicholas W.
Hill and Tabb D. Patrick, “The Future Role of Engineer Reconnaissance in Large-Scale Combat Operations,”
Engineer, 2024 Annual Issue.
2 2ATP
3-34.81, Engineer Reconnaissance,, 1 March 2016.
3Soil
Grids,https://soilgrids.org, accessed on 7
January 2025.
4 Harmonized World Soils Database Version 2.0,” GAEZ
Data Portal, https://gaez.fao.org/pages/hwsd, accessed on
7 January 2025.
Author
Staff Sergeant King is a senior geospatial engineer sergeant at the 2d Security Force Assistance Brigade,
Fort Liberty, North Carolina. At the time this article was submitted for the Maneuver Support Center of
Excellence Iron Pen Competition, he was attending the Engineer Senior Leader Course at Fort Leonard Wood,
Missouri. Staff Sergeant King holds a bachelor’s degree in international relations from the London School of
Economics and Political Science, London, England.