Murchison Falls’ AI Wildlife Census: What 900+ Elephants and 10,000+ Buffalo Reveal
Counting wildlife across a park the size of Murchison Falls has always been part science and part educated guesswork, with small aircraft flying grid patterns while human observers tried to spot, identify, and tally animals moving through thick vegetation at speed. That changed in 2026. A Murchison Falls AI wildlife census, the first survey of its kind conducted in Africa, used imaging technology and artificial intelligence to produce population estimates with a level of precision aerial counts have never reliably achieved before. This piece explains how the new census method works, what it found, and why the results matter for anyone planning a safari here.
How the Count Actually Worked
Traditional aerial wildlife surveys rely on trained human observers scanning the ground from a small plane, calling out species and estimated group sizes as the aircraft flies predetermined transect lines across the park. It is a proven method, but one inherently limited by human reaction time, fatigue over long flights, and the difficulty of counting large, fast-moving herds accurately from altitude. The 2026 Murchison Falls census replaced or supplemented that human observation with high-resolution imaging captured systematically across the park and processed using artificial intelligence trained to identify and count individual animals from the resulting images.
This approach lets researchers review captured imagery repeatedly and verify counts objectively, rather than relying entirely on a single, real-time human glance at a herd passing beneath the aircraft. Conservation officials involved in the project described it as the first survey of its kind conducted anywhere on the continent, positioning Murchison Falls as an unlikely testing ground for a method likely to spread to other African parks in the coming years.
The Headline Numbers
The census recorded more than 900 elephants across Murchison Falls, a figure conservationists describe as continuing a steady upward trend that reflects decades of recovery from the population collapse of the 1970s and 1980s. Buffalo numbers came in even higher, surging past 10,000 individuals, making buffalo among the most commonly encountered large mammals on a standard game drive through the park’s northern sector.
These are not small, marginal populations recovering slowly from near extinction; they represent genuinely healthy, growing numbers for both species, a meaningfully different story from the rhino population Murchison Falls still lacks entirely, a gap we cover in our piece on the plan to bring rhinos back to Murchison Falls.
Why Elephant Recovery Matters So Much Here
Murchison Falls’ elephant population was decimated by the same wave of 1970s and 1980s poaching that wiped out the park’s rhinos entirely, and for years afterward elephant sightings were far from guaranteed on a standard game drive. The recovery to over 900 individuals documented in this census represents one of the clearer conservation success stories in the park’s modern history, driven by sustained anti-poaching investment and improved ranger capacity over multiple decades rather than any single intervention.
For travelers, this translates directly into game-viewing reliability. Elephant sightings on the park’s northern bank circuits are now considered a near-certainty on any half-day game drive rather than a hoped-for bonus, a shift covered in more practical detail in our guide to top wildlife to see in Murchison Falls.
The Buffalo Boom, Explained
Buffalo herds exceeding 10,000 individuals reflect both the species’ faster reproductive rate compared with elephants and its resilience across the range of habitats found within Murchison Falls, from open savanna to the denser woodland closer to the escarpment. Large buffalo herds are now a defining, almost unavoidable feature of a Murchison Falls game drive, often encountered in groups numbering in the hundreds grazing across the park’s grassland areas.
This has practical safety implications worth knowing before your trip, since buffalo are responsible for a disproportionate share of dangerous wildlife encounters across Africa relative to their reputation, a subject we address directly in our guide to African buffalo dangers and what guides say.
What This Technology Means Going Forward
Beyond the specific 2026 numbers, the census method itself represents a meaningful shift in how Uganda Wildlife Authority will likely track population trends across its parks in the years ahead. AI-assisted imaging counts can be repeated more frequently and cheaply than traditional human-observer surveys once the initial technology investment is made, potentially allowing for annual rather than once-every-several-years population monitoring, giving conservationists a much faster feedback loop for detecting problems, whether disease outbreaks, poaching spikes, or habitat degradation, before they become severe.
How This Differs From Anti-Poaching Technology
It is worth distinguishing this census effort from Uganda Wildlife Authority’s separate, ongoing investment in drone and AI-assisted anti-poaching patrol technology, which focuses on real-time monitoring and rapid ranger response rather than periodic population counting. Both initiatives rely on similar underlying technology, but they serve different conservation functions: one tells rangers how many animals exist and where population trends are heading, while the other helps them respond to active threats as they happen. Together, they represent a broader modernization of how Uganda’s flagship park is managed.
What This Means for Your Safari
None of this changes how a Murchison Falls game drive actually feels day to day, but it does put hard numbers behind what many repeat visitors and guides have observed anecdotally for years: healthy, growing elephant and buffalo populations that make wildlife sightings dependable rather than a matter of luck. Travelers weighing Murchison Falls against other East African parks can point to this census as concrete evidence of a park whose large mammal populations are moving in the right direction.
Curious what wildlife you’re likely to see on a Murchison Falls game drive right now? Contact us and we’ll walk you through current sighting patterns as you plan your itinerary.
