Wildlife tracking data management: a new vision
- 27 July 2010
- journal article
- research article
- Published by The Royal Society in Philosophical Transactions Of The Royal Society B-Biological Sciences
- Vol. 365 (1550) , 2177-2185
- https://doi.org/10.1098/rstb.2010.0081
Abstract
To date, the processing of wildlife location data has relied on a diversity of software and file formats. Data management and the following spatial and statistical analyses were undertaken in multiple steps, involving many time-consuming importing/exporting phases. Recent technological advancements in tracking systems have made large, continuous, high-frequency datasets of wildlife behavioural data available, such as those derived from the global positioning system (GPS) and other animal-attached sensor devices. These data can be further complemented by a wide range of other information about the animals' environment. Management of these large and diverse datasets for modelling animal behaviour and ecology can prove challenging, slowing down analysis and increasing the probability of mistakes in data handling. We address these issues by critically evaluating the requirements for good management of GPS data for wildlife biology. We highlight that dedicated data management tools and expertise are needed. We explore current research in wildlife data management. We suggest a general direction of development, based on a modular software architecture with a spatial database at its core, where interoperability, data model design and integration with remote-sensing data sources play an important role in successful GPS data handling.Keywords
This publication has 50 references indexed in Scilit:
- Resolving issues of imprecise and habitat-biased locations in ecological analyses using GPS telemetry dataPhilosophical Transactions Of The Royal Society B-Biological Sciences, 2010
- The interpretation of habitat preference metrics under use–availability designsPhilosophical Transactions Of The Royal Society B-Biological Sciences, 2010
- Building the bridge between animal movement and population dynamicsPhilosophical Transactions Of The Royal Society B-Biological Sciences, 2010
- Temporal autocorrelation functions for movement rates from global positioning system radiotelemetry dataPhilosophical Transactions Of The Royal Society B-Biological Sciences, 2010
- Correlation and studies of habitat selection: problem, red herring or opportunity?Philosophical Transactions Of The Royal Society B-Biological Sciences, 2010
- Stochastic modelling of animal movementPhilosophical Transactions Of The Royal Society B-Biological Sciences, 2010
- Building a mechanistic understanding of predation with GPS-based movement dataPhilosophical Transactions Of The Royal Society B-Biological Sciences, 2010
- New frontiers in biologging scienceBiology Letters, 2009
- A movement ecology paradigm for unifying organismal movement researchProceedings of the National Academy of Sciences, 2008
- Mechanistic home range models capture spatial patterns and dynamics of coyote territories in YellowstoneProceedings Of The Royal Society B-Biological Sciences, 2006