Preprints
Filtering by Subject: Software Engineering
Echo-dash: Keeping ecologists in the loop with an open source, online ecoacoustic dashboard for interactive exploration of spatiotemporal soundscape data
Published: 2026-03-08
Subjects: Artificial Intelligence and Robotics, Biodiversity, Databases and Information Systems, Environmental Monitoring, Population Biology, Software Engineering, Terrestrial and Aquatic Ecology
Passive acoustic monitoring (PAM) is being adopted in a range of contexts. Emerging methods facilitate analysis of large-scale data sets, but ecological interpretation of acoustic indices is not straightforward. In addition, the technical and logistical requirements of using emerging AI methods for big data mean that conservation actors increasingly adopt third-party analysis solutions. We argue [...]
Designing Multi-Modal Ecosystem Monitoring Technologies: A Network of Networks Approach
Published: 2025-04-23
Subjects: Bioinformatics, Ecology and Evolutionary Biology, Environmental Monitoring, Software Engineering
The central promise of ecosystem monitoring technologies — like bioacoustic, camera trap, citizen science, eDNA, and satellite data — is to reveal changes in the structure and composition of the Earth’s ecological systems to facilitate timely and effective conservation action. Following the evolution and maturation of these technology systems, the fusion of multimodal observation systems — where [...]
theRmalUAV: an R package to clean and correct thermal UAV data for accurate land surface temperatures
Published: 2025-02-28
Subjects: Agricultural Science, Climate, Environmental Monitoring, Software Engineering
Thermal cameras mounted on unoccupied aerial vehicles (UAVs) are increasingly utilized across various environmental research fields, including hydrological modelling, wildfire detection, urban heat island studies, microclimate and precision agriculture. However, several steps are needed to convert the measured thermal signal to more relevant land surface temperature (LST). Since a number of users [...]
Ten Simple Rules to build a Model Life Cycle
Published: 2024-02-09
Subjects: Bioinformatics, Ecology and Evolutionary Biology, Software Engineering
Just like data, models have their own life cycle. By recognizing how one’s model fits within the life cycle of the data (or at least, ensuring that the model life cycle is understood), we can identify opportunities to foster new collaborations, encourage better practices in data analysis, and ultimately accelerate research. In this manuscript, we introduce the Model Life Cycle and develop a [...]
Phyloreferences: Tree-Native, Reproducible, and Machine-Interpretable Taxon Concepts
Published: 2021-03-05
Subjects: Biodiversity, Bioinformatics, Computer Sciences, Databases and Information Systems, Ecology and Evolutionary Biology, Engineering, Life Sciences, Other Ecology and Evolutionary Biology, Physical Sciences and Mathematics, Software Engineering
Evolutionary and organismal biology have become inundated with data. At the same rate, we are experiencing a surge in broader evolutionary and ecological syntheses for which tree-thinking is the staple for a variety of post-tree analyses. To fully take advantage of this wealth of data to discover and understand large-scale evolutionary and ecological patterns, computational data integration, i.e. [...]