Literature DB >> 20566495

Wildlife tracking data management: a new vision.

Ferdinando Urbano1, Francesca Cagnacci, Clément Calenge, Holger Dettki, Alison Cameron, Markus Neteler.   

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.

Mesh:

Year:  2010        PMID: 20566495      PMCID: PMC2894960          DOI: 10.1098/rstb.2010.0081

Source DB:  PubMed          Journal:  Philos Trans R Soc Lond B Biol Sci        ISSN: 0962-8436            Impact factor:   6.237


  19 in total

1.  Distinguishing technology from biology: a critical review of the use of GPS telemetry data in ecology.

Authors:  Mark Hebblewhite; Daniel T Haydon
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2010-07-27       Impact factor: 6.237

Review 2.  Global positioning system and associated technologies in animal behaviour and ecological research.

Authors:  Stanley M Tomkiewicz; Mark R Fuller; John G Kie; Kirk K Bates
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2010-07-27       Impact factor: 6.237

3.  Habitat-performance relationships: finding the right metric at a given spatial scale.

Authors:  Jean-Michel Gaillard; Mark Hebblewhite; Anne Loison; Mark Fuller; Roger Powell; Mathieu Basille; Bram Van Moorter
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2010-07-27       Impact factor: 6.237

Review 4.  Building a mechanistic understanding of predation with GPS-based movement data.

Authors:  Evelyn Merrill; Håkan Sand; Barbara Zimmermann; Heather McPhee; Nathan Webb; Mark Hebblewhite; Petter Wabakken; Jacqueline L Frair
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2010-07-27       Impact factor: 6.237

5.  Animal ecology meets GPS-based radiotelemetry: a perfect storm of opportunities and challenges.

Authors:  Francesca Cagnacci; Luigi Boitani; Roger A Powell; Mark S Boyce
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2010-07-27       Impact factor: 6.237

Review 6.  The interpretation of habitat preference metrics under use-availability designs.

Authors:  Hawthorne L Beyer; Daniel T Haydon; Juan M Morales; Jacqueline L Frair; Mark Hebblewhite; Michael Mitchell; Jason Matthiopoulos
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2010-07-27       Impact factor: 6.237

Review 7.  Resolving issues of imprecise and habitat-biased locations in ecological analyses using GPS telemetry data.

Authors:  Jacqueline L Frair; John Fieberg; Mark Hebblewhite; Francesca Cagnacci; Nicholas J DeCesare; Luca Pedrotti
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2010-07-27       Impact factor: 6.237

8.  Mechanistic home range models capture spatial patterns and dynamics of coyote territories in Yellowstone.

Authors:  Paul R Moorcroft; Mark A Lewis; Robert L Crabtree
Journal:  Proc Biol Sci       Date:  2006-07-07       Impact factor: 5.349

9.  Biotelemetry: a mechanistic approach to ecology.

Authors:  Steven J Cooke; Scott G Hinch; Martin Wikelski; Russel D Andrews; Louise J Kuchel; Thomas G Wolcott; Patrick J Butler
Journal:  Trends Ecol Evol       Date:  2004-06       Impact factor: 17.712

10.  Temporal autocorrelation functions for movement rates from global positioning system radiotelemetry data.

Authors:  Mark S Boyce; Justin Pitt; Joseph M Northrup; Andrea T Morehouse; Kyle H Knopff; Bogdan Cristescu; Gordon B Stenhouse
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2010-07-27       Impact factor: 6.237

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  21 in total

1.  Distinguishing technology from biology: a critical review of the use of GPS telemetry data in ecology.

Authors:  Mark Hebblewhite; Daniel T Haydon
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2010-07-27       Impact factor: 6.237

Review 2.  Global positioning system and associated technologies in animal behaviour and ecological research.

Authors:  Stanley M Tomkiewicz; Mark R Fuller; John G Kie; Kirk K Bates
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2010-07-27       Impact factor: 6.237

3.  Foraging theory upscaled: the behavioural ecology of herbivore movement.

Authors:  N Owen-Smith; J M Fryxell; E H Merrill
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2010-07-27       Impact factor: 6.237

4.  Building the bridge between animal movement and population dynamics.

Authors:  Juan M Morales; Paul R Moorcroft; Jason Matthiopoulos; Jacqueline L Frair; John G Kie; Roger A Powell; Evelyn H Merrill; Daniel T Haydon
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2010-07-27       Impact factor: 6.237

Review 5.  The home-range concept: are traditional estimators still relevant with modern telemetry technology?

Authors:  John G Kie; Jason Matthiopoulos; John Fieberg; Roger A Powell; Francesca Cagnacci; Michael S Mitchell; Jean-Michel Gaillard; Paul R Moorcroft
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2010-07-27       Impact factor: 6.237

6.  Animal ecology meets GPS-based radiotelemetry: a perfect storm of opportunities and challenges.

Authors:  Francesca Cagnacci; Luigi Boitani; Roger A Powell; Mark S Boyce
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2010-07-27       Impact factor: 6.237

Review 7.  Resolving issues of imprecise and habitat-biased locations in ecological analyses using GPS telemetry data.

Authors:  Jacqueline L Frair; John Fieberg; Mark Hebblewhite; Francesca Cagnacci; Nicholas J DeCesare; Luca Pedrotti
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2010-07-27       Impact factor: 6.237

8.  Temporal autocorrelation functions for movement rates from global positioning system radiotelemetry data.

Authors:  Mark S Boyce; Justin Pitt; Joseph M Northrup; Andrea T Morehouse; Kyle H Knopff; Bogdan Cristescu; Gordon B Stenhouse
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2010-07-27       Impact factor: 6.237

Review 9.  Intelligent Systems Using Sensors and/or Machine Learning to Mitigate Wildlife-Vehicle Collisions: A Review, Challenges, and New Perspectives.

Authors:  Irene Nandutu; Marcellin Atemkeng; Patrice Okouma
Journal:  Sensors (Basel)       Date:  2022-03-23       Impact factor: 3.576

10.  Steady as he goes: at-sea movement of adult male Australian sea lions in a dynamic marine environment.

Authors:  Andrew D Lowther; Robert G Harcourt; Bradley Page; Simon D Goldsworthy
Journal:  PLoS One       Date:  2013-09-25       Impact factor: 3.240

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