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Baker CJ, Campbell MA, Campbell HA. Effects of food supplementation from tourism on crocodile bioenergetics and abundance. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2025; 384:125529. [PMID: 40311365 DOI: 10.1016/j.jenvman.2025.125529] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/07/2025] [Revised: 04/06/2025] [Accepted: 04/22/2025] [Indexed: 05/03/2025]
Abstract
Tourism operators frequently use supplemental feeding to enhance wildlife viewing experiences, particularly in wildlife tours. While the effects of such feeding practices on animal behaviour are well-documented, their contribution to the energetic requirements of the target species has received significantly less attention. In Australia, jumping crocodile tours utilise meat to attract estuarine crocodiles (Crocodylus porosus) to boats, encouraging them to leap from the water. This study aimed to assess the extent to which the meat provided by these tours sustains the daily energy requirements of the crocodiles and how this, in turn, might influence crocodile abundance and biomass. The amount fed during crocodile tours is not generally measured and varies within and between tours. Therefore, we estimated a range of feeding scenarios, from which 60 %-180 % of the daily energetic requirements for the crocodiles residing in the designated feeding area could be met. We also found that crocodile abundance and biomass were statistically greater within the feeding area. While our findings do not definitively indicate a positive or negative effect of feeding upon the local estuarine crocodile population, it does provide insights into the potential impact tourism-based supplemental feeding may have on wild crocodile populations and provide information to assist the development of practice guidelines.
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Affiliation(s)
- Cameron J Baker
- Research Institute for the Environment & Livelihoods, Faculty of Science and Technology, Charles Darwin University, Darwin, NT, Australia.
| | - Mariana A Campbell
- Research Institute for the Environment & Livelihoods, Faculty of Science and Technology, Charles Darwin University, Darwin, NT, Australia
| | - Hamish A Campbell
- Research Institute for the Environment & Livelihoods, Faculty of Science and Technology, Charles Darwin University, Darwin, NT, Australia
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Abedin I, Singha H, Singh S, Mukherjee T, Kim HW, Kundu S. Riverine Realities: Evaluating Climate Change Impacts on Habitat Dynamics of the Critically Endangered Gharial ( Gavialis gangeticus) in the Indian Landscape. Animals (Basel) 2025; 15:896. [PMID: 40150425 PMCID: PMC11939341 DOI: 10.3390/ani15060896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2025] [Revised: 03/07/2025] [Accepted: 03/19/2025] [Indexed: 03/29/2025] Open
Abstract
The endemic and critically endangered gharial, Gavialis gangeticus, experienced a severe population decline in its range. However, conservation efforts, notably through the implementation of "Project Crocodile" in India, have led to a significant recovery of its population. The present study employs an ensemble Species Distribution Model (SDM) to delineate suitable habitats for G. gangeticus under current and future climatic scenarios to understand the impact of climate change. The model estimates that 46.85% of the area of occupancy is suitable under the present scenario, with this suitable area projected to increase by 145.16% in future climatic conditions. States such as Madhya Pradesh, Uttar Pradesh, and Assam are projected to experience an increase in habitat suitability, whereas Odisha and Rajasthan are anticipated to face declines. The study recommends conducting ground-truthing ecological assessments using advanced technologies and genetic analyses to validate the viability of newly identified habitats in the Lower Ganges, Mahanadi, and Brahmaputra River systems. These areas should be prioritized within the Protected Area network for potential translocation sites allocation. Collaborative efforts between the IUCN-SSC Crocodile Specialist Group and stakeholders are vital for prioritizing conservation and implementing site-specific interventions to protect the highly threatened gharial population in the wild.
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Affiliation(s)
- Imon Abedin
- Department of Zoology, Bodoland University, Kokrajhar 783370, India
| | - Hilloljyoti Singha
- Department of Zoology, Bodoland University, Kokrajhar 783370, India
- Centre for Wildlife Research and Biodiversity Conservation, Bodoland University, Kokrajhar 783370, India
| | - Shailendra Singh
- Turtle Survival Alliance Foundation India (TSAFI), Lucknow 226021, India
| | - Tanoy Mukherjee
- Agricultural and Ecological Research Unit, Indian Statistical Institute, Kolkata 700108, India
| | - Hyun-Woo Kim
- Department of Marine Biology, Pukyong National University, Busan 48513, Republic of Korea
- Marine Integrated Biomedical Technology Center, National Key Research Institutes in Universities, Pukyong National University, Busan 48513, Republic of Korea
- Department of Biology, Faculty of Science and Technology, Airlangga University, Surabaya 60115, Indonesia
| | - Shantanu Kundu
- Ocean and Fisheries Development International Cooperation Institute, College of Fisheries Science, Pukyong National University, Busan 48513, Republic of Korea
- International Graduate Program of Fisheries Science, Pukyong National University, Busan 48513, Republic of Korea
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Baker CJ, Frère CH, Franklin CE, Campbell HA, Irwin TR, Dwyer RG. Long-term tracking reveals a dynamic crocodylian social system. Anim Behav 2023. [DOI: 10.1016/j.anbehav.2023.02.015] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/28/2023]
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Using Drones to Assess Volitional Swimming Kinematics of Manta Ray Behaviors in the Wild. DRONES 2022. [DOI: 10.3390/drones6050111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Drones have become increasingly popular tools to study marine megafauna but are underutilized in batoid research. We used drones to collect video data of manta ray (Mobula cf. birostris) swimming and assessed behavior-specific kinematics in Kinovea, a semi-automated point-tracking software. We describe a ‘resting’ behavior of mantas making use of strong currents in man-made inlets in addition to known ‘traveling’ and ‘feeding’ behaviors. No significant differences were found between the swimming speed of traveling and feeding behaviors, although feeding mantas had a significantly higher wingbeat frequency than traveling mantas. Resting mantas swam at a significantly slower speed and wingbeat frequency, suggesting that they were continuously swimming with the minimum effort required to maintain position and buoyancy. Swimming speed and wingbeat frequency of traveling and feeding behaviors overlapped, which could point to other factors such as prey availability and a transitional behavior, influencing how manta rays swim. These baseline swimming kinematic data have valuable applications to other emerging technologies in manta ray research.
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Ayres KA, Ketchum JT, González-Armas R, Galván-Magaña F, Hearn A, Elorriaga-Verplancken FR, Hoyos-Padilla EM, Kajiura SM. The use of an unoccupied aerial vehicle to survey shark species over sand and rocky-reef habitats in a marine protected area. JOURNAL OF FISH BIOLOGY 2021; 99:1735-1740. [PMID: 34180053 DOI: 10.1111/jfb.14838] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/13/2021] [Revised: 06/15/2021] [Accepted: 06/24/2021] [Indexed: 06/13/2023]
Abstract
Cabo Pulmo National Park was established in 1995 and has since seen a large increase in fish biomass. An unoccupied aerial vehicle (UAV) was used to survey shallow coastal habitat in which lemon sharks (Negaprion brevirostris), bull sharks (Carcharhinus leucas) and Pacific nurse sharks (Ginglymostoma unami) were recorded. Sharks were more common in the afternoon, potentially using warmer shallow areas to behaviourally thermoregulate. This study highlights UAV surveying to be a viable tool for species identification, a limitation of previous terrestrial surveys conducted in the area.
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Affiliation(s)
- Kathryn A Ayres
- Instituto Politécnico Nacional, Centro Interdisciplinario de Ciencias Marinas, La Paz, Mexico
- Pelagios Kakunjá A.C., La Paz, Mexico
| | - James T Ketchum
- Pelagios Kakunjá A.C., La Paz, Mexico
- Centro de Investigaciones Biológicas del Noroeste (CIBNOR), La Paz, Mexico
- MigraMa, Olema, California, USA
| | - Rogelio González-Armas
- Instituto Politécnico Nacional, Centro Interdisciplinario de Ciencias Marinas, La Paz, Mexico
| | - Felipe Galván-Magaña
- Instituto Politécnico Nacional, Centro Interdisciplinario de Ciencias Marinas, La Paz, Mexico
| | - Alex Hearn
- MigraMa, Olema, California, USA
- Colegio de Ciencias Biológicas y Ambientales, Universidad San Francisco de Quito, Diego de Robles y Vía Interoceánica, Quito, Ecuador
| | | | - Edgar M Hoyos-Padilla
- Pelagios Kakunjá A.C., La Paz, Mexico
- MigraMa, Olema, California, USA
- Fins Attached: Marine Research and Conservation, Colorado Springs, Colorado, USA
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Baker CJ, Frère CH, Franklin CE, Campbell HA, Irwin TR, Dwyer RG. Crocodile social environments dictated by male philopatry. Behav Ecol 2021. [DOI: 10.1093/beheco/arab120] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Examining the social behaviors of solitary species can be challenging due to the rarity in which interactions occur and the large and often inaccessible areas which these animals inhabit. As shared space-use is a prerequisite for the expression of social behaviors, we can gain insights into the social environments of solitary species by examining the degree of spatial overlap between individuals. Over a 10-year period, we examined how spatial overlap amongst 105 estuarine crocodiles Crocodylus porosus was influenced by season, sex, and movement tactic. We discovered that crocodiles displayed highly consistent spatial overlaps with conspecifics between months and across years. Furthermore, male crocodiles that exhibited a greater degree of site fidelity displayed more stable social environments, while females and males that were less site-attached had more dynamic social environments with spatial overlaps between conspecifics peaking during the mating season. Our results demonstrate how long-term tracking of multiple individuals within the same population can be used to quantify the spatial structure and social environment of cryptic and solitary species.
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Affiliation(s)
- Cameron J Baker
- The School of Biological Sciences, The University of Queensland, Brisbane, Australia
| | - Céline H Frère
- Global Change Ecology Research Group, University of the Sunshine Coast, Sippy Downs, Australia
| | - Craig E Franklin
- The School of Biological Sciences, The University of Queensland, Brisbane, Australia
| | - Hamish A Campbell
- Research Institute for Environment & Livelihoods, Charles Darwin University, Darwin, Northern Territory, Australia
| | - Terri R Irwin
- Australia Zoo, 1638 Steve Irwin Way, Beerwah, Australia
| | - Ross G Dwyer
- The School of Biological Sciences, The University of Queensland, Brisbane, Australia
- Global Change Ecology Research Group, University of the Sunshine Coast, Sippy Downs, Australia
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Abstract
Over the past decade, drones have become a popular tool for wildlife management and research. Drones have shown significant value for animals that were often difficult or dangerous to study using traditional survey methods. In the past five years drone technology has become commonplace for shark research with their use above, and more recently, below the water helping to minimise knowledge gaps about these cryptic species. Drones have enhanced our understanding of shark behaviour and are critically important tools, not only due to the importance and conservation of the animals in the ecosystem, but to also help minimise dangerous encounters with humans. To provide some guidance for their future use in relation to sharks, this review provides an overview of how drones are currently used with critical context for shark monitoring. We show how drones have been used to fill knowledge gaps around fundamental shark behaviours or movements, social interactions, and predation across multiple species and scenarios. We further detail the advancement in technology across sensors, automation, and artificial intelligence that are improving our abilities in data collection and analysis and opening opportunities for shark-related beach safety. An investigation of the shark-based research potential for underwater drones (ROV/AUV) is also provided. Finally, this review provides baseline observations that have been pioneered for shark research and recommendations for how drones might be used to enhance our knowledge in the future.
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Abstract
The use of drones to study marine animals shows promise for the examination of numerous aspects of their ecology, behaviour, health and movement patterns. However, the responses of some marine phyla to the presence of drones varies broadly, as do the general operational protocols used to study them. Inconsistent methodological approaches could lead to difficulties comparing studies and can call into question the repeatability of research. This review draws on current literature and researchers with a wealth of practical experience to outline the idiosyncrasies of studying various marine taxa with drones. We also outline current best practice for drone operation in marine environments based on the literature and our practical experience in the field. The protocols outlined herein will be of use to researchers interested in incorporating drones as a tool into their research on marine animals and will help form consistent approaches for drone-based studies in the future.
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Tucker JP, Vercoe B, Santos IR, Dujmovic M, Butcher PA. Whale carcass scavenging by sharks. Glob Ecol Conserv 2019. [DOI: 10.1016/j.gecco.2019.e00655] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
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Abstract
The use of unoccupied aircraft systems (UASs, also known as drones) in science is growing rapidly. Recent advances in microelectronics and battery technology have resulted in the rapid development of low-cost UASs that are transforming many industries. Drones are poised to revolutionize marine science and conservation, as they provide essentially on-demand remote sensing capabilities at low cost and with reduced human risk. A variety of multirotor, fixed-wing, and transitional UAS platforms are capable of carrying various optical and physical sampling payloads and are being employed in almost every subdiscipline of marine science and conservation. This article provides an overview of the UAS platforms and sensors used in marine science and conservation missions along with example physical, biological, and natural resource management applications and typical analytical workflows. It concludes with details on potential effects of UASs on marine wildlife and a look to the future of UASs in marine science and conservation.
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Affiliation(s)
- David W Johnston
- Marine Robotics and Remote Sensing Lab, Duke University Marine Laboratory, Division of Marine Science and Conservation, Nicholas School of the Environment, Duke University, Beaufort, North Carolina 28516, USA;
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Abstract
Determining the small-scale movement patterns of marine vertebrates usually requires invasive active acoustic tagging or in-water monitoring, with the inherent behavioural impacts of those techniques. In addition, these techniques rarely allow direct continuous behavioural assessments or the recording of environmental interactions, especially for highly mobile species. Here, we trial a novel method of assessing small-scale movement patterns of marine vertebrates using an unmanned aerial vehicle that could complement longer-term tracking approaches. This approach is unlikely to have behavioural impacts and provides high accuracy and high frequency location data (10 Hz), while subsequently allowing quantitative trajectory analysis. Unmanned aerial vehicle tracking is also relatively low cost compared to single-use acoustic and GPS tags. We tracked 14 sharks for up to 10 min in a shallow lagoon of Heron Island, Australia. Trajectory analysis revealed that Epaulette sharks (Hemiscyllium ocellatum) displayed sinusoidal movement patterns, while Blacktip Reef Sharks (Carcharhinus melanopterus) had more linear trajectories that were similar to those of a Lemon shark (Negaprion acutidens). Individual shark trajectory patterns and movement speeds were highly variable. Results indicate that Epaulette sharks may be more mobile during diurnal low tides than previously thought. The approach presented here allows the movements and behaviours of marine vertebrates to be analysed at resolutions not previously possible without complex and expensive acoustic arrays. This method would be useful to assess the habitat use and behaviours of sharks and rays in shallow water environments, where they are most likely to interact with humans.
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