Data integration for conservation: Leveraging multiple data types to advance ecological assessments and habitat modeling for marine megavertebrates using OBIS-SEAMAP

Abstract Spatially explicit conservation efforts to identify, designate, and prioritize protected areas or biologically significant areas require analyses beyond basic species distribution and abundance studies, including assessments of migration patterns, habitat use, and ecological drivers of behavior. With the advent of alternate survey methods and platforms within the marine environment (e.g. satellite telemetry, passive acoustics, photo identification, nesting site monitoring and genetic sampling) in addition to traditional shipboard or aerial visual surveys, researchers have been developing novel analytical and modeling methodologies to fulfill such in-depth ecological assessments. This trend has raised interests and needs not only in filling spatial, temporal and ‘ecological’ gaps but also in the synthesis of these disparate data from multiple methods/platforms. OBIS–SEAMAP, a thematic node of the Ocean Biogeographic Information System (OBIS) specializing on marine megavertebrates, takes a unique approach to data integration into the OBIS–SEAMAP database to enable novel applications of a global biogeographic database. In this paper, we summarize our efforts to accomplish this integration and to develop novel mapping and visualization tools available on the OBIS–SEAMAP web site. We also discuss advantages and implications of an integrated database in advancing ecological assessments and modeling efforts based on preliminary assessments of the OBIS–SEAMAP data and derived products. Finally, we make critical suggestions for the design and function of biogeographic databases to make contributed data more useful for conservation efforts.

[1]  Serge M. Garcia,et al.  Making Marine Life Count: A New Baseline for Policy , 2010, PLoS biology.

[2]  Mark P. Johnson,et al.  Deep-diving foraging behaviour of sperm whales (Physeter macrocephalus). , 2006, The Journal of animal ecology.

[3]  Catherine M McClellan,et al.  Complexity and variation in loggerhead sea turtle life history , 2007, Biology Letters.

[4]  Camilo Mora,et al.  The completeness of taxonomic inventories for describing the global diversity and distribution of marine fishes , 2008, Proceedings of the Royal Society B: Biological Sciences.

[5]  Len Thomas,et al.  Estimating cetacean population density using fixed passive acoustic sensors: an example with Blainville's beaked whales. , 2009, The Journal of the Acoustical Society of America.

[6]  Eren Turak,et al.  Building a global observing system for biodiversity , 2012 .

[7]  Colin M Beale,et al.  Climate change may account for the decline in British ring ouzels Turdus torquatus. , 2006, The Journal of animal ecology.

[8]  Robert A. Ronconi,et al.  From hotspots to site protection: Identifying Marine Protected Areas for seabirds around the globe , 2012 .

[9]  Jesse Cleary,et al.  Advancing Global Marine Biogeography Research with Open-source GIS Software and Cloud Computing , 2012, Trans. GIS.

[10]  John Calambokidis,et al.  Movements of gray whales between the western and eastern North Pacific , 2012 .

[11]  W. Paul Budgell,et al.  First Satellite-Tracked Long-Distance Movement of a Sei Whale ( Balaenoptera borealis ) in the North Atlantic , 2009 .

[12]  Len Thomas,et al.  Distance software: design and analysis of distance sampling surveys for estimating population size , 2009, The Journal of applied ecology.

[13]  Luke Rendell,et al.  Modelling sperm whale habitat preference: a novel approach combining transect and follow data , 2011 .

[14]  Patrick N. Halpin,et al.  Techniques for cetacean-habitat modeling , 2006 .

[15]  J. Lazell,et al.  New England Waters: Critical Habitat for Marine Turtles , 1980 .

[16]  Peter G. H. Evans,et al.  Monitoring cetaceans in European waters , 2004 .

[17]  P. Dutton,et al.  Forage and migration habitat of loggerhead (Caretta caretta) and olive ridley (Lepidochelys olivacea) sea turtles in the central North Pacific Ocean , 2004 .

[18]  David R. Anderson,et al.  Distance Sampling-Estimating Abundance of Biological Populations. , 1994 .

[19]  K. Eckert,et al.  Modeling loggerhead turtle movement in the Mediterranean: importance of body size and oceanography. , 2008, Ecological applications : a publication of the Ecological Society of America.

[20]  Aevar Petersen,et al.  Tracking of Arctic terns Sterna paradisaea reveals longest animal migration , 2010, Proceedings of the National Academy of Sciences.

[21]  John Wieczorek,et al.  Darwin Core: An Evolving Community-Developed Biodiversity Data Standard , 2012, PloS one.

[22]  Patrick N. Halpin,et al.  Geospatial web services within a scientific workflow: Predicting marine mammal habitats in a dynamic environment , 2007, Ecol. Informatics.

[23]  F. Grassle The Ocean Biogeographic Information System (OBIS): An On-line, Worldwide Atlas for Accessing, Modeling and Mapping Marine Biological Data in a Multidimensional Geographic Context , 2000 .

[24]  Scott R. Benson,et al.  Stable Isotope Tracking of Endangered Sea Turtles: Validation with Satellite Telemetry and δ15N Analysis of Amino Acids , 2012, PloS one.

[25]  Mark L. Tasker,et al.  A quantitative method for evaluating the importance of marine areas for conservation of birds , 2007 .

[26]  Elizabeth Pennisi Conservation. Filling gaps in global biodiversity estimates. , 2010, Science.

[27]  B. Rodríguez,et al.  Combining vessel-based surveys and tracking data to identify key marine areas for seabirds , 2009 .

[28]  D. Costa,et al.  Localization and visual verification of a complex minke whale vocalization. , 2001, The Journal of the Acoustical Society of America.

[29]  B. Godley,et al.  Satellite Tracking and Analysis Tool (STAT): an integrated system for archiving, analyzing and mapping animal tracking data , 2005 .

[30]  Bernie J. McConnell,et al.  Estimating space‐use and habitat preference from wildlife telemetry data , 2008 .

[31]  V. Teloni,et al.  Shallow food for deep divers: Dynamic foraging behavior of male sperm whales in a high latitude habitat , 2008 .

[32]  Edward Vanden Berghe,et al.  'Ocean biodiversity informatics': a new era in marine biology research and management , 2006 .

[33]  Ransom A. Myers,et al.  Identification of high‐use habitat and threats to leatherback sea turtles in northern waters: new directions for conservation , 2005 .

[34]  Willem Bouten,et al.  Identifying ecologically important marine areas for seabirds using behavioural information in combination with distribution patterns , 2012 .

[35]  Jay Barlow,et al.  Predictive Modeling of Cetacean Densities in the Eastern Pacific Ocean , 2013 .

[36]  Jesse Cleary,et al.  OBIS-SEAMAP: The World Data Center for Marine Mammal, Sea Bird, and Sea Turtle Distributions , 2009 .

[37]  Matthew H. Godfrey,et al.  Regional Management Units for Marine Turtles: A Novel Framework for Prioritizing Conservation and Research across Multiple Scales , 2010, PloS one.

[38]  Thomas J. Webb,et al.  Biodiversity's Big Wet Secret: The Global Distribution of Marine Biological Records Reveals Chronic Under-Exploration of the Deep Pelagic Ocean , 2010, PloS one.

[39]  Brendan J. Godley,et al.  Unravelling migratory connectivity in marine turtles using multiple methods , 2010 .

[40]  James M. Price,et al.  Expanding biological data standards development processes for US IOOS: visual line transect observing community for mammal, bird, and turtle data , 2012 .

[41]  Robert B. Griffin,et al.  SPERM WHALE DISTRIBUTIONS AND COMMUNITY ECOLOGY ASSOCIATED WITH A WARM‐CORE RING OFF GEORGES BANK , 1999 .

[42]  Walter Jetz,et al.  Global patterns and predictors of marine biodiversity across taxa , 2010, Nature.

[43]  Lucie Hazen,et al.  Online cetacean habitat modeling system for the US east coast and Gulf of Mexico , 2012 .

[44]  N. Knowlton,et al.  GLOBAL MARINE BIODIVERSITY TRENDS , 2006 .

[45]  Nabendu Pal,et al.  Assessing the Deepwater Horizon oil spill impact on marine mammal population through acoustics: endangered sperm whales. , 2012, The Journal of the Acoustical Society of America.