Drone-Based Ground Penetrating Radar (GPR)

Drone-based GPR enables mapping of glaciers, buried pipelines, and subsurface voids without ground contact. Its low-altitude, terrain-following capability ensures accurate profiles across ice, sand, soil, and shallow water. Integrated with SkyHub and UgCS, UAV GPR surveys maintain a constant altitude for repeatable, centimeter-precise, geo-referenced results.

How a Drone-Based GPR Works

  1. The UAV-based GPR system flies low and steady, maintaining a constant antenna height above the surface to ensure subsurface penetration and data quality.
  2. The radar transmitter emits short electromagnetic pulses directed toward the ground.
  3. These pulses travel through subsurface materials, with their speed and attenuation determined by each material’s dielectric permittivity and conductivity.
  4. When a pulse encounters a buried object or a boundary between contrasting materials, part of the energy reflects upward, while the rest continues to propagate deeper.
  5. The receiving antenna captures these returning echoes, recording both their amplitude and two-way travel time.
  6. The GPR processes and transmits raw data, while the SkyHub onboard companion computer logs it together with GNSS and altimeter readings, ensuring every trace is precisely time-stamped and georeferenced.
  7. Post-processing software, such as GeoHammer, Prism2, or Geolitix then converts the recorded traces into radargrams (subsurface profiles), where hyperbolas and contrasts reveal buried interfaces, objects, or voids.
  8. Finally, depths are calculated from the signal’s travel time and the estimated wave velocity within the surveyed material.
 A drone equipped with Ground-Penetrating Radar (GPR) detecting underground anomalies. The drone hovers above the surface, with GPR signals penetrating the ground, showcasing reflections from a metallic pipeline and the ground surface.

Fig.1 - Drone-Mounted GPR Detecting Underground Anomalies

GPR Depth & Resolution on Drones

The depth that can be interpreted from Ground Penetrating Radar data depends on the antenna frequency and the electrical properties of the surveyed material. In UAV applications, penetration typically ranges from a few tens of centimeters to several meters. High-frequency antennas (e.g.,1000 MHz) provide finer detail but shallower reach, while low-frequency systems (50–300 MHz) can detect deeper or larger structures with lower resolution.

Moisture and salinity also strongly affect how deep the radar signal can travel and return useful reflections.

Antenna / FrequencyTypical penetration from a drone¹Approx. smallest target²Best for (examples)Recommended altitudeNotes
1000 MHz0.3–0.5 m5–10 cmShallow archaeological features, thin ice/snow layers, near-surface utilities≤ 1 mHighest resolution; most affected by soil moisture; keep AGL low and stable
500-600 MHz~1–2 m10–20 cmIce/snow thickness, shallow void screening, construction site prep≤ 1–1.5 mBalanced depth vs. resolution; good “first-pass” frequency for open-terrain jobs
50–300 MHz (LF)~4–30 m +30–100 cmLarge voids, thick dry sands, shallow bedrock or geology studies, glaciers profiling≤ 2 mDeepest penetration on the cost of resolution

¹Typical penetration assumes dry, low-conductivity materials and the listed flight altitude for each frequency.

²Smallest detectable target size is approximate and depends on soil conditions and signal-to-noise ratio.

Check your scenario

Estimate expected resolution, detectability of objects, and travel time for soil type and antenna frequency using the GPR calculator.

What to expect from a drone-GPR system

The table provides a summary of what we can expect from the GPR systems available for drone use and their recommended applications. Here, we listed GPR systems manufactured by Radar Systems Inc., Latvia, as this line of GPR covers all possible applications for drone-mounted Ground Penetrating Radars. Any other GPR systems with similar center frequency will have more or less the same practical parameters regarding penetration and resolution.

Please note that penetration and resolution in certain places depend on soil composition, humidity, temperature, etc. In the table below, we used the parameters of a typical “average soil”—some substance with a relative dielectric permittivity of 9, low conductivity, and low water content.

By request, Zond Aero LF GPR systems may come with antennas for custom central frequencies.

Central frequency, MHz1000600500300150100
GPR modelZond Aero 1000Zond Aero 600 & MALÅ GeoDrone 600Zond Aero 500Zond Aero LFZond Aero LFZond Aero LF
Penetration from surface, m0.5 .. 12 .. 42 .. 44 .. 88 .. 1515 .. 20
Penetration from the drone, m0.3 .. 0.51 .. 21 .. 22 .. 44 .. 87 .. 10
Penetration from the drone in freshwater, m (water conductivity <200 µS/cm)-0.250.5247
Recommended maximum antenna elevation for airborne survey, m0.3 (practical limit is 0.5m)0.60.6123
Minimum size of detectable objects under the surface from the recommended altitude, cm71010203550
Minimum size of “deep” detectable objects from the recommended altitude, cm11 at 0.5m26 at 2m26 at 2m50 at 4m100 at 8m180 at 15m
Minimum diameter of detectable linear non-conductive objects like an empty plastic pipe, cm51010173350
Minimum diameter of detectable linear conductive objects like a metal pipe or a water-filled plastic pipe, cm588132740
Applications
Small object search
Glaciology, snow/ice thickness profiling
Geological stratigraphy • subsurface stratigraphy • structure • bedrock surface
Geotechnical surveys • cavity search • sinkhole search
Utility Search • cables • water & sewage pipes • gas pipes • oil pipes
Underground infrastructure mapping
Archaeology • artifacts • hidden structures • stratigraphy • foundations
Archaeology • caves • tombs • tunnels
Forensics archaeology
Freshwater Bathymetry
Mining & Quarrying • rocks • fractures • faults • joints
Available GPR systems for drones - use and recommended applications

GPR survey methods

When selecting the most suitable GPR survey method, one of the key decisions is whether to use an airborne (drone-based) or terrestrial (ground-based) survey setup. The choice depends on factors such as terrain accessibility, required resolution, target depth, and survey area size.

There are several standard methods for conducting GPR surveys, each with its own benefits and drawbacks. No single method is universally applicable; the appropriate or most suitable approach should be chosen based on the survey target and environmental conditions. Below is a review of the most popular methods.

Radar Systems Zond Aero GPR systems are designed to be fully versatile and support the most optimal survey method for a particular job or project. That means that by investing once in the GPR system, customers can use the same GPR in the most efficient way.

Terrestrial survey using GPR on a cart

Most traditional and common method for GPR scans, especially on paved roads or any hard surfaces.

+ Simple and well-known method
+ Suitable for confined spaces on streets of towns and similar environment
+ Allows “real-time” data interpretation to mark detected anomalies on surface

- Not suitable for soft or sticky surfaces where use of wheeled carts is complicated
- Limited productivity, survey speed is <1m/s

Terrestrial survey using handheld GPR

One more traditional method. Can be used in situations when load-bearing capacity of the ground surface is not suitable for a wheeled cart. Applicability of the method is restricted by accessibility of survey area by feets.

+ Simple and well-known method
+ Suitable for confined species where no other methods work, for example in a forest
+ Allows “real-time” data interpretation to mark detected anomalies on surface

- Not suitable for too soft or sticky surfaces where operator can’t walk without excess efforts
- Data quality is subject of possibility to walk having stable GPR antenna orientation
- Limited productivity, survey speed is <1m/s
- Can be physically challenging as the operator carries all the equipment

Terrestrial survey using dragged GPR

Zond Aero 500 NG and Zond Aero 1000 NG come in the box with an integrated battery and WiFi router as a standard. GPR can be connected to a battery and WiFi router, making it possible to conduct surveys towing the box behind the operator. This method is suitable for more or less even surfaces where it is not possible to use wheeled carts (over snow, sand, soft soils) but still accessible by feet.

+ Simple method
+ Allows “real-time” data interpretation to mark detected anomalies on the surface

- Not suitable for too soft or sticky surfaces where the operator can’t walk without excess efforts
- Suitable for more or less even surfaces only
- Very limited productivity, survey speed is <0.5m/s
- Can be physically challenging

Airborne survey using drone-mounted GPR

Drone-mounted GPR implements the motto “safer, cheaper, faster”.

+ The only way to do the job without entering the survey area
+ Suitable for areas with safety or health risks for the operator (glaciers with crevices, contaminated soils, etc.)
+ Extremely high productivity over large unobstructed areas where the productivity of terrestrial surveys will not be economically reasonable (for example, scanning huge fields for solar panel farms for the depth of bedrock and presence of rocks)
+ Suitable for rough terrain where terrestrial surveys may be impossible (ice and snow-covered ground, rocky and uneven terrain, across rivers, and in avalanche-prone areas)
+ Very precise automatic following of pre-programmed survey lines

- Requires additional sophisticated equipment: drone equipped with terrain following system plus flight planning and control software
- Not suitable for confined spaces (streets, etc.)
- Not suitable for areas with tall vegetation (all other methods may also be unsuitable without land preparation)

GPR Systems for Drones: Frequencies & Best Uses

All GPR systems use the same principles but vary in application due to different antenna frequencies:

  • Low-frequency GPR systems penetrate deeper with lower resolution and are suitable for larger objects at greater depths.
  • High-frequency GPR systems offer higher resolution for smaller objects but have limited penetration.

The antenna design reflects:

  • Low-frequency antennas are larger and unshielded
  • High-frequency antennas are compact and shielded to reduce noise.

The variety of GPR's ensures the right system for every subsurface investigation needs.

Best Practices for Using the GPR System

These are the tips for effectively utilizing the GPR system. This is not an exhaustive list, and we are always ready to discuss your specific solution in detail.

Airborne vs. ground surveys
  • When the antenna is above the surface, part of the radar pulse reflects before it enters the ground, so penetration from a drone is typically about half of what you’d get from a ground-based survey.
  • Keep the antenna height lower than the EM wavelength in air for that antenna’s central frequency to maintain data quality.
Conditions that improve penetration
  • Dry, low-conductivity soils such as desert sand can double the effective depth range.
  • Snow and ice can extend penetration up to three or four times compared to normal soil.
  • Under these conditions, UAV surveys perform almost as well as terrestrial ones.
Influence of target shape and orientation
  • GPR is most sensitive to flat, horizontal surfaces; angled or irregular objects return weaker reflections.
  • For instance, a metal plate tilted at 45° might not be detected even when it’s larger than the theoretical minimum size.
Detection limits are only estimates
  • The listed minimum sizes are guidelines, not guarantees.
  • Many factors, such as soil composition, moisture, depth, and antenna height, can cause even larger objects to go undetected.
Estimating the minimum reflector size
  • As a general rule, a reflector should be at least 10% of the total distance between antenna and target, or half the wavelength in the host material — whichever gives the larger number.
Detecting non-conductive (plastic) pipes
  • For non-conductive pipes, the minimum visible diameter is roughly half of the radar wavelength in air at the antenna’s central frequency.
Detecting conductive or water-filled pipes
  • Metal or water-filled targets can often be identified when their diameter is about 40% of the radar wavelength in the surrounding medium (source: Ground‐Penetrating Radar for Geoarchaeology, Lawrence B. Conyers).
Leave margin in your survey design
  • Always plan with comfortable safety margins instead of working right at the penetration or size limits.
  • Conservative parameters reduce the risk of missing important features.
Don’t chase maximum depth for small targets
  • Deep-penetration antennas trade resolution for range.
  • For fine structures or thin utilities, a higher-frequency system will produce far clearer results than a low-frequency model.
Match frequency to the task
  • Choose antenna frequency based on expected depth and target dimensions. Example: for most buried utilities (1–2 m deep), a 600 MHz system gives better results than a low-frequency antenna.
Moist clay severely limits performance
  • Even a thin, damp clay layer can block most of the radar signal.
  • In such terrain, schedule surveys after a dry period or late in the dry season to improve results.
Saltwater blocks radar signals
  • Electromagnetic waves can’t pass through saline water, so GPR cannot be used for seawater or other high-salinity environments.
GPR calculator by SPH Engineering

The GPR calculator can be used to estimate the detectability of targets at a particular depth and flight altitude (antenna elevation).

Enter information about Antenna Elevation, type of GPR system, Estimated Target Depth, and Material/Soil type to get the results.

The GPR calculator by SPH Engineering can be used to estimate the detectability of targets at a particular depth and flight altitude (antenna elevation). Enter information about Antenna Elevation, type of GPR system, Estimated Target Depth, and Material/Soil type to get the results.

Fig.7 - GPR calculator by SPH Engineering

Tell Us About Your Project

Share details about your survey area and objectives, and we’ll recommend the most effective drone-based GPR solution for your application.

Unsure? Try the GPR Calculator first.

Components You Need for UAV GPR

The GPR system for UAVs consists of multiple components: GPR, SkyHub, laser/radar altimeter, UgCS and data processing software. Discover the components of airborne GPR system, training and certification on SPH Engineering's shop »»»

Compatible drones: DJI M400/M350/M300/M600, Inspired Flight IF1200A, Harris Aerial H6, and Wispr Ranger Pro and similar UAV

Ground Penetrating Radar

Integrated GPR with mountings for the drone

SkyHub

Onboard Computer
Acts as data logger for GPR data and implements True Terrain Following mode for DJI drones

Altimeter

Laser or Radar
Laser or Radar altimeter to fly automatically in terrain-following mode

UgCS

Flight Planning Software
Ground control software for mission planning and flight control, essential for accurate data collection

Data processing software

Data processing software for initial processing (data cleaning, filtering) and to generate deliverables

Training

Comprehensive training programs covering installation, calibration, data collection, and analysis, ensuring flawless workflow performance.

What Drone-Based GPR Data Looks Like

GPR data comes from the sensor in digital form and is not meant for direct human interpretation, unlike photos from cameras. It requires specialized software for processing and interpretation.

These methods of GPR data representation are the most popular, but many additional options exist, including export into formats that can be imported into CAD and GIS systems.

GPR profile crossing a gas pipeline with interpretation. Data was collected using the Zond Aero 500 GPR system, processed, and interpreted in Radar Systems Prism2 software

Fig.2 - GPR profile crossing a gas pipeline with interpretation. Data was collected using the Zond Aero 500 GPR system, processed, and interpreted in Radar Systems Prism2 software

The results of GPR surveys can be presented in different forms. The most common and “natural” format for GPR data is a “profile” - a vertical slice of data along the survey line.

Horizontal slice of the subsurface to visualize the path of utilities. Data was collected using the Zond Aero 500 GPR system and processed in Geolitix.

Fig.3 - Horizontal slice of the subsurface to visualize the path of utilities. Data was collected using the Zond Aero 500 GPR system and processed in Geolitix

Another popular form is horizontal slices, as they give a better understanding of where the detected objects are under the surface and about the shape of objects.

3D representation of the same utilities as on the image with horizontal slices. Screenshot of Geolitix.

Fig.4 - 3D representation of the same utilities as on the image with horizontal slices. Screenshot of Geolitix

Many customers prefer to see 3D reconstructions of the underground world - and that is also possible. It will require more processing and preparation steps, but as this method gives maximum understanding in complex situations, it becomes more and more popular, thanks to modern GPR processing software radically simplifying that task.

Ice thickness grid. Data was collected using the Zond Aero 1000 GPR system and processed in Geolitix

Fig.5 - Ice thickness grid. Data was collected using the Zond Aero 1000 GPR system and processed in Geolitix

One more popular method is to generate thickness grids, for example, to answer questions like “How thick is the sand layer covering bedrock” or “How thick is the ice”.

Data Sets

Case Studies Using Drone-Based GPR Systems

Frequently Asked Questions

Can we use GPR to detect landmines?

In theory yes, in practice no. The main issue here is the extremely high rate of false positive detections in the real environment. Please check our report from the UXO/landmines test range.
The only feasible application of GPR here is to use it as an auxiliary sensor to collect more information (depth, size) about targets detected using sensors utilizing different physical principles (magnetometers, metal detectors).

Can GPR measure the depth?

Physically, GPR measures the time (in nanoseconds - ns) when a reflected signal was received, using the moment when the signal was sent as a zero point. That time period is called Two-Way Time (TWT). GPR data processing software can recalculate time in depth if you inform the software what kind of soil/medium was in your survey area.

What is the recommended flight altitude for GPR?

As low as possible, please account for the dead zone of single-antenna systems like Zond Aero LF.

What is the dead zone regarding GPR?

Some GPR systems (for example, Zond Aero LF) use a single antenna to transmit and receive signals. During the transmission cycle and some time after it, GPR can’t receive reflected signals. The dead zone for low-frequency antennas can be pretty large—up to a few meters under the surface. The GPR online calculator by SPH Engineering can be used to estimate the dead zone under the surface for a given type of GPR and antenna elevation.

Can I fly over the forest and collect subsurface data?

No. In theory, it is possible to use GPR systems with very powerful transmitters and narrow-beam antennas. Still, they don’t exist and, anyway, will not be suitable for small and medium UAVs because of the large size of directional antennas for low frequency of GPR. Also, the power of GPR transmitters is very limited in almost all countries.

Why do we see hyperbolas in GPR data?

Hyperbolas in the GPR profile correspond to small objects or linear objects crossed by survey lines. GPR antennas have a pretty wide beam, and they start to “sense” reflections from the target before the GPR antenna passes over the object and sometime after that. Recorded reflections will form hyperbolas if the antenna moves more or less constantly. The top of the hyperbola will be at the point when the GPR antenna is right above the object.
Explaining why hyperbolas are displayed in GPR data?

Does it make sense to use GPR on drones in cities, to scan utilities under streets, etc.?

No. GPR on UAVs is not suitable for confined spaces. In all the situations mentioned, it is better to use GPR with a cart in the traditional way. We supply terrestrial GPR carts for Zond Aero 500 and Zond Aero 1000 GPR systems.

What mediums are the best for GPR?

Snow and ice. In terms of EM wave propagation, ice and snow are almost the same as air. That makes snow and ice studies a very popular application of GPR (both drone-mounted and terrestrial).
Dry sand and sandy soils are also very favorable for GPR.

What mediums or soils are worst for GPR?

Any mediums and soils with high conductivity, such as clay or clayey soil, farm fields with a lot of fertilizers, seawater, or contaminated water.

What are additional “show stoppers” for drone-mounted GPR?

In most cases, you may not use drone-mounted GPR after rain or when the top layer of soil is saturated with water and if there is tall vegetation or trees in the survey area.

Are drone-mounted GPR systems legal?

In many countries, there is a limit for the elevation of the GPR antenna over the ground, usually 1m. If the elevation of the antenna when used on a UAV is inside this limit, you are OK.
But from another point of view - in the majority of cases, except snow/ice/very dry soils, drone-mounted GPR is useless when the antenna is elevated for more than 1m. So here, we have strict regulations, but they don’t limit the practical use of drone-mounted GPR.

How to estimate what size of targets or diameters of the pipes can be detected using GPR mounted on the drone?

The GPR online calculator by SPH Engineering can be used for that purpose.
Select the GPR model, antenna elevation, estimated target depth, and type of soil/medium. The GPR calculator will estimate and display a lot of useful information. Please note that all these numbers are for favorable conditions and are not guaranteed for any particular conditions.

How complex is GPR data processing?

In most situations, data processing is simple and straightforward and requires just a few operations:
1. Load RAW data from the sensor into processing software
Is GPR data processing complex? Explaining: step 1. Load RAW data from the sensor into processing software
2. Remove background signal (constant noises) that hides reflections from objects or features of interest
Is GPR data processing complex? Explaining: step 2. Remove background signal (constant noises) that hides reflections from objects or features of interest
3. Increase the gain (amplification) of the signal to make subsurface reflections visible better and unveil weak anomalies
Is GPR data processing complex? Explaining: step 3. Increase the gain (amplification) of the signal to make subsurface reflections visible better and unveil weak anomalies
If you don’t see your targets of interest after just these simple steps, most probably the thing you are looking for is not there, or data quality is bad, or subsurface conditions don’t allow the electromagnetic energy to penetrate deep enough and return to the receiver antenna of GPR. More complex processing steps can increase the contrast of anomalies and may allow extracting additional information about targets, but can’t help to find something in “scrap” data.