Aerial Survey in Uganda


Mark Wijnberg Land Surveyors recently completed an aerial survey of a river valley in a remote section of Western Uganda. The area is found on the Eastern slopes of the Rwenzori Mountains, close to the Congolese border. The purpose of the survey was to determine the feasibility of the construction of a hydro-power plant and its environmental and social implications. The survey area dimensions were approximately 7km by 3km and the altitude varied over 350m. Other specifications included orthoimagery, DTM of 0.25m spacing, 0.5m contours, a hydrographic survey of the river profile, installation of various benchmarks and all data represented on an AutoCAD drawing.


The terrain is very mountainous. It seemed to rain nearly every day which made climbing up steep muddy slopes exhausting. The jungle consisted of thick vines and dense vegetation. Much of the site is under cultivation of plantain, coffee and cassava. Many, if not all of the residents, had not encountered a white person before and many of the forest dwellers had never crossed the river to "civilization". There is no electricity, piped water nor sewerage for 100km.


Upon arrival in Uganda, we obtained permissions from the relevant authorities to gain access to the region. Without this permission, we were warned that if caught on this land, we would be assaulted by the army and questions asked only after we were dead! We sought council from local surveyors as to the best method of operation. Our first job was to establish a control coordinate system. As the closest markers giving a global reference system were approximately 2


00km away from the site over very rugged terrain, we decided to post process raw GPS data, collected at 10 second intervals over an 8 hour period. This task was done with a Leica GPS1200 receiver and then uploaded to Trimble RTX post processing option to derive an ITRF2008 coordinate. The results achieved were at 99% confidence level which was suitable for our survey. The coordinate system was also check against OPUS base stations over 3000km away which agreed to within a few centimeters. The orthometric levels were calculated using the EGM2008 geoid model. Once we had determined "where we were in the world", we could begin with the placing of the control benchmarks and measuring them as accurately as

 0.005m in all dimensions. The benchmarks consisted of 25 control points equally spaced over the site. These were time consuming to construct as our client insisted that they be 0.3m x 0.3m x 0.3m concrete blocks with a 0.5m iron bar inserted though the center. This necessitated us to hire local laborers to carry the 100kg of cement, aggregate and iron bars by foot though steep, slippery jungle. These benchmarks were also adopted for GCP for the aerial survey by placing whitewashed stones around the marks in a "T" fashion. A further 80 spot checks were made to check against the final product.


The client also required a survey of the river basin. The river averages 1m deep and flowed fairly fast. Over the 7km length, the total drop was 280m. These points were measured with GPS manually and we not only did a measurement of the channel depth at 15m intervals but we showed the channel sides and banks. This was a job that unfortunately the UAV could not measure as all points were under water. Areas that were densely vegetated we also surveyed manually as we needed to indicate the natural ground level. This required a lot of manual labor to cover this type of terrain. It is estimated that a total of 25km a day was walked with 1km vertically gained.


During the ground survey, a suitable site was searched for to launch and monitor the drone for the aerial survey. A school ground was found to be best suited for launch and landing. It also aligned well with the prevailing winds. It was noted that the winds blew every day from a South Easterly direction. The wind formed in strong gusts of 5 minutes followed by 20 minutes of calm. This is attributed to air rising of the Crater Lakes area rising up towards the Rwenzori Mountains. It was decided to do the survey early in the morning before the winds began. On the day of the flight, cool, calm and overcast conditions were experienced. The overcast conditions were appreciated as this reduced the contrasting effect of having strong sunlight causing shadows from elevated features. The residents of the valley were also asked to refrain from burning to reduce the smoke and haze during the proposed survey dates.


The UAV used is a 1.8m fixed wing, 2014 Skywalker frame with 2.6 APM, RFD900 long range radios, 10ah 4s battery. The camera used is a Canon S100 with an intervalometer script set to record a frame every 3 seconds. This was all kindly supplied by the gentlemen at The flight plan was designed to accommodate a 75% sidelap and a 93% frontlap. The reasoning behind such a high sidelap was due to such large changes in elevation in the terrain. This was decided to best cover the location. The high front lap provided redundancy against those images that could not be used due to high rolling, blurring and banking shots. The total flight distance was 56km and the time taken from launch to landing was 1.3 hours. Landing was not as easy as previously thought as a large crowd had gathered shortly after the launch and refused to leave the landing strip upon the return of the UAV from its mission. The landing could best be described as "crowd surfing!"


A total of 1700 images were recorded. A few of these were discarded due to poor quality or non-vertical orientation. Despite the encountered haze, clear images were obtained. A brief overview of the images indicated that extra areas required manual survey to obtain a ground level for the clients final DTM. The images were processed using Agisoft Photoscan and then referenced using the control points previously recorded. These control marks appeared very clearly in the imagery and due to good planning, an even spread of control over the site strengthened the final image block. The maximum residual was found to be 0.03m over a 7km by 3km area. The spot checks manually measured compared very well to those reconstructed by photogrammetric means.


The final processing of the imagery to produce a 0.06m pixel orthophoto and a 0.2m DEM took an Intel i7 processor with 16GB of RAM 11 hours to render. The final image was cut into 500m x 500m blocks to reduce the images size for the client. The DEM was imported to ArcGIS. This allowed us to remove those points manually that did not fall part of the ground level and also those from the river surface. The manually surveyed GPS points were then inserted into the edited DEM and triangulated. This filled the DEM to give and smooth, seamless coverage of the site. Contours were generated to the required interval and checked against the imagery as a backdrop. The other features that formed part of the topographic survey such as dwellings, footpaths, limits of agriculture were digitized from the imagery and exported to CAD format with the contour information. From the measurements taken from the river, cross sections at certain strategic locations could be drawn as well as long sections detailing the fall over distance of the river.


In summary, this project combined both old and new worlds in terms of survey. The Ugandan surveyors that assisted us come from very challenging conditions where electricity is a luxury, and transport is dangerous if not impossible at the best of times. From comparing their typewriters to our laptops, their bicycles to our 4x4 vehicles, from their theodolite to our GPS, the usage of UAV must seem like something out of science fiction movie. The surveyors that we encountered and employed (often very well educated and experienced) were very excited by this new technology and were attracted especially by its seemingly affordability and ease of use. We estimate that this project would have taken us 0.5% of the time it would have taken to manually survey the entire region to the required detail. And even if traditional aerial survey methods were employed, it would push the cost far beyond the reaches of a simple feasibility study. The total time taken to produce the final goods has shocked our client who was expecting the final delivery to take place 3 months from the date of instruction. We managed to finish the project in 29 days. The UAV has again proved itself a very valuable and accurate weapon in the surveyor’s arsenal.




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  • Pascal

    Nice reading from a Cameroon, I appreciate Luke has brought some African perspective and experience here.

    My larger model is a Talon UAV with Pixhawk controller. This has extended radio range using Dragonlink.

    What industry have you been servicing in Cameroon? Is mining active there? I'm very keen on something with LiDAR capabilities like the Phoenix and I'm also interested in aerial magnetics, the problem until now is the cost. They are just too expensive.


  • Hi,

    Interesting to see mapping in Africa. I am in Cameroon, so far just mapping small surfaces with quadcopters. I also get a Skywalker 1800, I am struggling to set it up for survey.

    @ IronDome : what model is your larger unit ?

  • Hey Luke

    I get you and I perfectly agree with you, the guys from remote places do not have the luxury of these technologies. How easy was it for you to obtain the CAA and Military clearance?

    Gary, with eBee yes it took us many flights to cover the area we spent three days doing the work. Terrain was almost like Luke’s situation, in some places my guys had hard time getting there to mark GCPs. The advantage we had was that logistical support was superb as the client was operating in the area. We flew about 175m AGL, but many times the UAV was flying 200m below home, it was flying parallel to mountain ranges in the valleys. This allowed us not change altitude too many times as compared to if we flew transverse. Winds were also in our favor. This has to-date been the largest job I have done with the eBee. We now own a larger unit too for a project like that I would only have eBee as a backup. I really pushed the limits of it too. By going up to 5km from the as you know it uses 2.4Ghz radio so range is not that superb, but the little bugger is versatile.



  • Moderator

    How high were you when mapping 22sq km with an ebee? it must have taken many many flights

  • @IronDOME, the reference regarding surveyors in Uganda is specifically targeted those in the Fort Portal region that struggled without reliable internet / electricity. Of course graduates from Kampala would have encountered GPS in their training, but not necessarily UAV as a survey tool.

    I have since been numerous back to Uganda to do similar work and have always employed local surveyors to assist. Their understanding of GPS and theodolite is always exceptional as well as the fundamentals of survey practice. But I do wish that a country that is so progressive in their approach to regulating UAVs in general would integrate them into their syllabus for survey soon.

    We estimate that 60% of the points were ground strikes. Given that the trees were mainly isolated from each other, there was plenty of data for interpolation.

    22km² is no easy feat regardless of the airframe. Congratulations. We will be operating in Uganda again in late June so will keep in touch should we have a need for assistance.

  • Nice report.

    A bit of exaggeration though about my home place. I’m from Tanzania, I don’t think in 2014 there would be a graduate who has not seen a GPS.

    All in all it was a great job. Considering the area is definitely is high density forest, which means most of your extracted points were up in the trees. How much of your point were used to produce the DTM apart from the post processed GPS data?

    I have a similar story from Tanzania We mapped over with eBee. Let's work togerher next time you come down in the region.


  • Cedric, what a small world! Thank you for the kind words.

    Now that I look back at this project, I realize how naive I was regarding low altitude photogrammetry. Amazing what experience teaches you and is no substitute for theoretical training.

  • Nice blog post Luke!
    I have done some simmilar stuff here in Sweden, but on a smaller scale. I surveyed a 3.5km stretch of river bed, to make a 3D model for a fish psycologist working for a power company. They want to restore the river to re-open the original salmon routes. 

    I fly an Aibotix X6 V2 Hexacopter.

    Ps: I am originally from Durban!

  • great job dude!!! i would have been very happy to assist you on something like that... i

  • impressive task, thanks for sharing.

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