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Towards the fully automated monitoring of ecological communities
High‐resolution monitoring is fundamental to understand ecosystems dynamics in an era of
global change and biodiversity declines. While real‐time and automated monitoring of …
global change and biodiversity declines. While real‐time and automated monitoring of …
[HTML][HTML] A review of deep learning techniques for detecting animals in aerial and satellite images
Deep learning is an effective machine learning method that in recent years has been
successfully applied to detect and monitor species population in remotely sensed data. This …
successfully applied to detect and monitor species population in remotely sensed data. This …
[HTML][HTML] From crowd to herd counting: How to precisely detect and count African mammals using aerial imagery and deep learning?
Rapid growth of human populations in sub-Saharan Africa has led to a simultaneous
increase in the number of livestock, often leading to conflicts of use with wildlife in protected …
increase in the number of livestock, often leading to conflicts of use with wildlife in protected …
Elephants and algorithms: A review of the current and future role of AI in elephant monitoring
Artificial intelligence (AI) and machine learning (ML) present revolutionary opportunities to
enhance our understanding of animal behaviour and conservation strategies. Using …
enhance our understanding of animal behaviour and conservation strategies. Using …
Landscape connectivity for African elephants in the world's largest transfrontier conservation area: A collaborative, multi‐scalar assessment
Landscape connectivity operates at a variety of scales, depending on the geography of the
area in question and the focal species or ecological process under consideration. Most …
area in question and the focal species or ecological process under consideration. Most …
Wildlife detection, counting and survey using satellite imagery: are we there yet?
Wildlife surveys are key to assessing the health of global biodiversity. Traditional field and
aerial methods however have significant limitations, including high costs, substantial time …
aerial methods however have significant limitations, including high costs, substantial time …
WildlifeMapper: Aerial Image Analysis for Multi-Species Detection and Identification
We introduce WildlifeMapper (WM) a flexible model designed to detect locate and identify
multiple species in aerial imagery. It addresses the limitations of traditional labor-intensive …
multiple species in aerial imagery. It addresses the limitations of traditional labor-intensive …
Updated review of the conservation status of Nubian giraffe (Giraffa camelopardalis camelopardalis) in Kenya
AB Muneza, JS Kavutha, MW Muruana, T Ikime… - Biodiversity and …, 2024 - Springer
Giraffe (Giraffa spp.) numbers and their habitat have drastically declined throughout Africa
over the last century due to various threats linked to anthropogenic impacts including habitat …
over the last century due to various threats linked to anthropogenic impacts including habitat …
Effectiveness of wildlife underpasses and culverts in connecting elephant habitats: a case study of new railway through Kenya's Tsavo National Parks
B Okita‐Ouma, M Koskei, L Tiller, F Lala… - African Journal of …, 2021 - Wiley Online Library
Transportation networks can be a major impediment to wildlife movements. We assessed
the use of wildlife underpasses and culverts along a newly constructed railway in Kenya's …
the use of wildlife underpasses and culverts along a newly constructed railway in Kenya's …
[HTML][HTML] Will artificial intelligence revolutionize aerial surveys? A first large-scale semi-automated survey of African wildlife using oblique imagery and deep learning
A Delplanque, J Linchant, X Vincke, R Lamprey… - Ecological …, 2024 - Elsevier
Large African mammal populations are traditionally estimated using the systematic
reconnaissance flights (SRF) with rear-seat observers (RSOs). The oblique-camera-count …
reconnaissance flights (SRF) with rear-seat observers (RSOs). The oblique-camera-count …