The use of robotic systems in marine and freshwater research has expanded rapidly over the past two decades. Uncrewed Surface Vehicles (USVs), autonomous underwater vehicles, and remotely operated vehicles are now routinely employed to collect physical, chemical, and biological data across a wide range of environments. These technologies offer several well-established advantages, including improved access to remote or hazardous areas, enhanced safety for personnel, and increased spatial and temporal resolution of measurements. In parallel, advances in sensor technology, miniaturization, and power efficiency have enabled the integration of increasingly sophisticated instrumentation on uncrewed platforms. Despite these developments, the practical adoption of robotic technologies by the broader research community remains uneven. Many systems are costly, technically complex, and require substantial engineering expertise to deploy and maintain. Field operations are often constrained by logistical challenges, particularly the availability and expense of research vessels. Furthermore, the specialized nature of robotic systems frequently necessitates close collaboration between engineers and domain scientists, which can limit flexibility and increase operational overhead. These factors collectively create a high threshold for use, particularly for small research groups, early-career scientists, and projects with limited budgets. There is, therefore, a clear need for robust, user-oriented robotic platforms that function as general-purpose workhorses for aquatic research. Such systems should be deployable with minimal training, reduce logistical dependencies, and operate either in conjunction with or independently of traditional research infrastructure. USV Pamela was developed in response to this need, with an explicit focus on simplicity, modularity, and accessibility.
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