Abstract
Biodiversity informatics, the application of informatics techniques to biodiversity data, is rooted in physical objects and nomenclatural codes. Through two user stories, one from wildlife conservation and another from agriculture, we demonstrate the importance and process of biodiversity informatics. We discuss the importance and integration of taxonomic names, identification tools, species distributions, phylogenetic trees, traits, associations, the literature, ontologies, controlled vocabularies, standards, and genomics. Despite the plethora of resources, a seamless, biodiversity question and answer engine is still out of reach. The largest impediment to our user stories is the lack of cross-disciplinary infrastructure and the digitized and standardized data to support services. Satisfying our user stories will require additional investment in infrastructure and data that will be a challenge to manage and sustain. This chapter discusses the basic biodiversity informatics concepts that are at the heart of our user stories, and will be the basis of the user stories of the future as society rushes to cope with global environmental change.
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References
Amanqui FK, Serique KJ, Cardoso SD et al (2014) Improving biodiversity data retrieval through semantic search and ontologies. Paper presented at the 2014 IEEE/WIC/ACM international joint conferences on web intelligence and intelligent agent technologies, University of Warsaw, 11–14 Aug 2014
Archibald JM (2015) Endosymbiosis and eukaryotic cell evolution. Curr Biol 25(19):R911–R921
Ashburner M, Ball CA, Blake JA et al (2000) Gene ontology: tool for the unification of biology. The Gene Ontology Consortium. Nat Genet 25(1):25–29
Audubon and Cornell Lab of Ornithology (2016) eBird. http://ebird.org/content/ebird/. Accessed 21 Nov 2016
Axiell Group (2016) Emu: transforming data into knowledge. https://emu.kesoftware.com. Accessed 21 Nov 2016
Balhoff JP, Dahdul WM, Kothari CR et al (2010) Phenex: ontological annotation of phenotypic diversity. PLoS One 5:e10500
Balhoff JP, Dahdul WM, Lapp H (2011) Employing reasoning within the Phenoscape knowledgebase. Proceedings of the international conference on biomedical ontology (ICBO), University at Buffalo, 28–30 July 2011, p 230. http://icbo.buffalo.edu/ICBO-2011_Proceedings.pdf
Balhoff JP, Mikó I, Yoder MJ et al (2013) A semantic model for species description applied to the ensign wasps (Hymenoptera: Evaniidae) of New Caledonia. Syst Biol 62:639–659
Bandrowski A, Brinkman R, Brochhausen M et al (2016) The ontology for biomedical investigations. PLoS One 11:e0154556. doi:10.1371/journal.pone.0154556
Biodiversity Heritage Library (BHL) (2016) BHL: Biodiversity Heritage Library. http://www.biodiversitylibrary.org. Accessed 22 Nov 2016
Bisby FA (2000) The quiet revolution: biodiversity informatics and the internet. Science 289:2309–2312
Boyle B, Hopkins N, Lu Z (2013) The taxonomic name resolution service: an online tool for automated standardization of plant names. BMC Bioinform 14:16
Brickell DC, Alexander C, Cubey JJ et al (eds) (2016) International code of nomenclature for cultivated plants, 9th edn. Belgium, International Society of Horticultural Science
California Academy of Sciences (2016) Welcome to iNaturalist.org Guides! http://www.inaturalist.org/guides/. Accessed 21 Nov 2016
Carbon S, Ireland A, Mungall CJ et al (2009) AmiGO: online access to ontology and annotation data. Bioinformatics 25:288–289
Convention on Biological Diversity (CBD) (2016) Convention on biological diversity. https://www.cbd.int. Accessed 20 Nov 2016
Chandler M, See L, Copas K et al (2017) Contribution of citizen science towards international biodiversity monitoring. Biol Conserv. doi:10.1016/j.biocon.2016.09.004
Chapman AD (2009) Numbers of living species in Australia and the world report. Commonwealth of Australia, Department of the Environment and Water Resources, Canberra. http://www.environment.gov.au/biodiversity/abrs/publications/other/species-numbers/index.html. Accessed 4 Dec 2016
Chawuthai R, Takeda H, Wuwongse V et al (2016) Presenting and preserving the change in taxonomic knowledge for linked data. Semant Web 7(6):589–616. doi:10.3233/SW-150192
Catalogue of Life (COL) (2016) http://www.catalogueoflife.org/. Accessed 20 Nov 2016
Collins RA, Cruickshank RH (2012) The seven deadly sins of DNA barcoding. Mol Ecol Resour 13(6):969–975. doi:10.1111/1755-0998.12046
Cornell University (2016a) The Cornell Lab: Merlin. http://merlin.allaboutbirds.org. Accessed 21 Nov 2016
Cornell University (2016b) The Cornell Lab of Ornithology Macaulay Library. http://macaulaylibrary.org. Accessed 21 Nov 2016
Costello MJ, Wilson S, Houlding B (2012) Predicting total global species richness using rates of species description and estimates of taxonomic effort. Syst Biol 61(5):871–883. http://doi.org/10.1093/sysbio/syr080
Cross V, Stroe C, Hu X et al (2011) Aligning the parasite experiment ontology and the ontology for biomedical investigations using AgreementMaker. Proceedings of International Conference on Biomedical Ontology (ICBO), University at Buffalo, 28–30 July 2011, pp 125–131. http://icbo.buffalo.edu/ICBO-2011_Proceedings.pdf. Accessed 4 Dec 2016
Cui H (2012) CharaParser for fine-grained semantic annotation of organism morphological descriptions. J Am Soc Inf Sci Technol 63:738–754
Dallwitz MJ (2010) Overview of the DELTA System. http://delta-intkey.com/www/overview.htm. Accessed 21 Nov 2016
Dececchi TA, Balhoff JP, Lapp H (2015) Toward synthesizing our knowledge of morphology: using ontologies and machine reasoning to extract presence/absence evolutionary phenotypes across studies. Syst Biol 64:936–952
DINA Consortium (2016) Welcome to the DINA project! http://www.dina-project.net. Accessed 21 Nov 2016
DiscoverLife (2016) IDnature guides. http://discoverlife.org/mp/20q. Accessed 21 Nov 2016
Droege G, Barker K, Astrin JJ et al (2014) The Global Genome Biodiversity Network (GGBN) Data Portal. Nucleic Acids Res 42:D607–D612
Droege G, Barker K, Seborg O et al (2016) The Global Genome Biodiversity Network (GGBN) data standard specification. Database 2016: baw125
Ellwood ER, Dunckel BA, Flemons P et al (2015) Accelerating the digitization of biodiversity research specimens through online public participation. Bioscience 65(4):383–396. doi:10.1093/biosci/biv005
Encyclopedia of Life (EOL) (2016) http://www.eol.org. Accessed 20 Nov 2016
Evans MEK, Merow C, Record S et al (2016) Towards process-based range modeling of many species. Trends Ecol Evol 31(11):860–871. doi:10.1016/j.tree.2016.08.005
Farnsworth EJ, Chu M, Kress WJ et al (2013) Next-generation field guides. Bioscience 63(11):891–899. doi:10.1525/bio.2013.63.11.8
Federhen S (2012) The NCBI Taxonomy database. Nucleic Acids Res 40:D136–D143
Franz N (2010) Biological taxonomy and ontology development: scope and limitations. Biodivers Inform 7:45–66
Global Biodiversity Information Facility (GBIF) (2016) Global Biodiversity Information Facility: free and open access to biodiversity data. http://www.gbif.org. Accessed 22 Nov 2016
GBIF Science Committee (2016) GBIF science review 2016. http://www.gbiforg/resource/82873. Accessed 14 Nov 2016
Global Genome Biodiversity Network (GGBN) (eds) (2011+, continuously updated) The GGBN Data Portal. GGBN Secretariat, NMNH, Washington, DC. Compiled by GGBN Technical Management, BGBM, Berlin, Germany. http://data.ggbn.org. Accessed 22 Nov 2016
Gillison A, Asner G, Fernandes E et al (2016) Biodiversity and agriculture in dynamic landscapes: integrating ground and remotely-sensed baseline surveys. J Environ Manag 177:9–19
GitHub Inc. (2016) GitHub. https://github.com. Accessed 22 Nov 2016
Global Names Index (GNI) (2016) http://gni.globalnames.org. Accessed 20 Nov 2016
Global Names Recognition and Discovery (GNRD) (2016) http://gnrd.globalnames.org/. Accessed 20 Nov 2016
Gliozzo A, Biran O, Patwardhan S et al (2013) Semantic technologies in IBM Watson™. In: Proceedings of the fourth workshop on teaching natural language processing, Aug 4–9 2013. Sofia, Bulgaria, pp 85–92. http://www.aclweb.org/anthology/W13-3413. Accessed 29 Nov 2016
Godfray H, Beddington J, Crute I et al (2010) Food security: the challenge of feeding 9 billion people. Science 327:812–818
Gratton P, Marta S, Bocksberger G et al (2016) A world of sequences: can we use georeferenced nucleotide databases for a robust automated phylogeography? J Biogeogr. doi:10.1111/jbi.12786
Gray CL, Hill SLL, Newbold T et al (2016) Local biodiversity is higher inside than outside terrestrial protected areas worldwide. Nat Commun 7:12306. doi:10.1038/ncomms12306
Gries C, Gilbert E, Franz N (2014) Symbiota – a virtual platform for creating voucher-based biodiversity information communities. Biodiv Data J 2:e1114
Gwinn NE, Rinaldo C (2009) The Biodiversity Heritage Library: sharing biodiversity literature with the world. IFLA J 35:25–34
Hebert PDN, Cywinska A, Ball SL et al (2003) Biological identifications through DNA barcodes. Proc Biol Sci 270(1512):313–321. doi:10.1098/rspb.2002.2218
Heidorn PBH (2011) Biodiversity informatics. Bull Am Soc Inf Sci Technol 37:38–44
Hill AW, Guralnick R, Flemons P et al (2009) Location, location, location: utilizing pipelines and services to more effectively georeference the world’s biodiversity data. BMC Bioinf 10(Suppl 14):S3. doi:10.1186/1471-2105-10-S14-S3
Hinchliff CE, Smith SA, Allman JF et al (2015) Synthesis of phylogeny and taxonomy into a comprehensive tree of life. Proc Natl Acad Sci U S A 112(41):12764–12769. doi:10.1073/pnas.1423041112
Hobern D, Apostolico A, Arnaud E et al (2013) Global biodiversity informatics outlook: delivering biodiversity knowledge in the information age. GBIF Secretariat 41 p. http://www.gbif.org/resource/80859. Accessed 29 Nov 2016
Holt RD (2016) Geographical variation in the availability of natural history field guides: personal reflections, causes, and consequences. Am Nat 188S:S90–S95
Hortal J, De Bello F, Alexandre J et al (2015) Seven shortfalls that beset large-scale knowledge of biodiversity. Annu Rev Ecol Evol Syst 46:523–549
The International Plant Names Index (IPNI) (2012) http://www.ipni.org. Accessed 20 Nov 2016
Integrated Taxonomic Information System (ITIS) (2016) http://www.itis.gov. Accessed 11 Nov 2016
Jensen LJ, Bork P (2010) Ontologies in quantitative biology: a basis for comparison, integration, and discovery. PLoS Biol 8(5):e1000374
Jetz W, McPherson JM, Guralnick RP (2012) Integrating biodiversity distribution knowledge: toward a global map of life. TREE 27:151–159
Joly A, Goëau H, Glotin H et al (2015) LifeCLEF 2015: multimedia life species identification challenges. In: Mothe J, Savoy J, Kamps J et al (eds) Experimental IR meets multilinguality, multimodality, and interaction: 6th international conference of the CLEF Association, CLEF’15, Toulouse, France, September 8–11, 2015, Proceedings. Springer International Publishing, Cham, pp 462-483. doi:10.1007/978-3-319-24027-5_46
Kaschner K, Kesner-Reyes K, Garilao C (2016) AquaMaps: predicted range maps for aquatic species. www.aquamaps.org, Version 08/2016
Kelling S, Hochachka WM, Fink D et al (2009) Data-intensive science: a new paradigm for biodiversity studies. Bioscience 59(7):613–620. doi:10.1525/bio.2009.59.7.12
King AMQ (ed) (2011) Virus taxonomy: classification and nomenclature of viruses: ninth report of the International Committee on Taxonomy of Viruses. Elsevier, Amsterdam
Kumar N, Belhumeur PN, Biswas A (2012) Leafsnap: a computer vision system for automatic plant species identification. In: Fitzgibbon A, Lazebnik S, Perona P et al (eds) Computer Vision – ECCV 2012: 12th European conference on computer vision, Florence, Italy, October 2012. Proceedings Part II. Springer, Heidelberg, pp 502–516
Lapage SP, Sneath PHA, Lessel EF et al (eds) (1992) International code of nomenclature of bacteria. ASM Press, Washington, DC
Lapp H, Morris RA, Catapano T et al (2011) Organizing our knowledge of biodiversity. Bull Assoc Inf Sci Technol 37:38–42
Leary PR, Remsen DP, Norton CN et al (2007) uBioRSS: tracking taxonomic literature using RSS. Bioinformatics 23:1434–1436
Lis JA, Lis B, Ziaja DJ (2016) In BOLD we trust? A commentary on the reliability of specimen identification for DNA barcoding: a case study on burrower bugs (Hemiptera: Heteroptera: Cydnidae). Zootaxa 4114(1):83–86. doi:10.11646/zootaxa.4114.1.6
Lucidcentral (2016) Lucid. http://www.lucidcentral.com. Accessed 21 Nov 2016
Mabee PM, Ashburner M, Cronk Q et al (2007) Phenotype ontologies: the bridge between genomics and evolution. Trends Ecol Evol 22(7):345–350. doi:10.1016/j.tree.2007.03.013
Malaverri JG, Vilar B, Medeiros CB (2009) A tool based on web services to query biodiversity information. In: Proceeding of the 5th international conference on web information systems and technologies (WEBIST), Lisbon Portugal, 23–26 March 2009, pp 305–310
Malone J, Holloway E, Adamusiak T et al (2010) Modeling sample variables with an Experimental Factor Ontology. Bioinformatics 26(8):1112–1118
Manda P, Balhoff JP, Lapp H (2015) Using the phenoscape knowledgebase to relate genetic perturbations to phenotypic evolution. Genesis 53:561–571
McNeill J, Barrie FR, Buck WR et al (2012) International Code of Nomenclature for algae, fungi, and plants. Regnum Veg 154(1):208
Midford PE, Dececchi TA, Balhoff JP et al (2013) The vertebrate taxonomy ontology: a framework for reasoning across model organism and species phenotypes. J Biomed Semant 4:34
Miller SE, Hausmann A, Hallwachs W et al (2016) Advancing taxonomy and bioinventories with DNA barcodes. Philos Trans R Soc B Biol Sci 371(1702):20150339
Map of Life (MOL) (2016) Map of Life: putting biodiversity on the map. https://mol.org. Accessed 22 Nov 2016
Mora C, Tittensor DP, Adl S et al (2011) How many species are there on Earth and in the ocean? PLoS Biol 9(8):e1001127. doi:10.1371/journal.pbio.1001127
Morris RA, Barve V, Carausu M et al (2013) Discovery and publishing of primary biodiversity data associated with multimedia resources: The Audubon Core strategies and approaches. Biodivers Inform 8(2):185–197. doi:10.17161/bi.v8i2.4117
Mukherjee S, Stamatis D, Bertsch J et al (2016) Genomes OnLine Database (GOLD) v.6: data updates and feature enhancements. Nucleic Acids Res. doi:10.1093/nar/gkw992
Nakhleh L (2013) Computational approaches to species phylogeny inference and gene tree reconciliation. TREE 28:719–728
National Center for Biotechnology Information: Taxonomy Database (NCBI) (2016) https://www.ncbi.nlm.nih.gov/taxonomy. Accessed 20 Nov 2016
Noy NF, Shah NH, Whetzel PL et al (2009) BioPortal: ontologies and integrated data resources at the click of a mouse. Nucleic Acids Res, 37 (Web Server issue):W170–W173. doi:10.1093/nar/gkp440
OBO Technical WG (2016) The OBO Foundry: phenotypic quality. http://obofoundry.org/ontology/pato.html. Accessed 22 Nov 2016
Open Tree of Life (2016) Open Tree of Life. https://tree.opentreeoflife.org/. Accessed 22 Nov 2016
Page RDM (2008) Biodiversity informatics: the challenge of linking data and the role of shared identifiers. Brief Bioinform 9(5):345–354. doi:10.1093/bib/bbn022
Page LM, MacFadden BJ, Fortes JA et al (2015) Digitization of biodiversity collections reveals biggest data on biodiversity. Bioscience 65:841–842. doi:10.1093/biosci/biv104
Parr CS, Guralnick R, Cellinese N et al (2012) Evolutionary informatics: unifying knowledge about the diversity of life. TREE 27:94–103
Parr CS, Wilson N, Leary P et al (2014) The Encyclopedia of Life v2: providing global access to knowledge about life on Earth. Biodiv Data J 2:e1079
Parr CS, Wilson N, Schulz KS, Leary P, Rice J, Hammock J, Corrigan B (2016) TraitBank: practical semantics for organism attribute data in Special Issue on Semantics for Biodiversity. Semantic Web 7(6):577–588. doi:10.3233/SW-150190
Patterson DJ (2014) Helping protists to find their place in a Big Data world. Acta Protozool 53:115–128
Patterson DJ, Cooper J, Kirk PM et al (2010) Names are key to the big new biology. TREE 25:686–691
Patterson D, Mozzherin D, Shorthouse DP et al (2016) Challenges with using names to link digital biodiversity information. Biodivers Data J 4(4):e8080. doi:10.3897/BDJ.4.e8080
Pereira HM, Ferrier S, Walters M et al (2013) Essential biodiversity variables. Science 339(6117):277–278
Peterson AT, Papeş M, Soberón J (2015) Mechanistic and correlative models of ecological niches. Eur J Ecol 1(2):28–38. doi:10.1515/eje-2015-0014
Phenoscape (2016a) Phenoscape. http://phenoscape.org. Accessed 22 Nov 2016
Phenoscape (2016b) Phenoscape wiki. http://phenoscape.org/wiki/EQ_for_character_matrices. Accessed 29 Nov 2016
Poelchau M, Childers C, Moore G et al (2015) The i5k Workspace@NAL – enabling genomic data access, visualization and curation of arthropod genomes. Nucleic Acids Res 43(Database issue):D714–D719. doi:10.1093/nar/gku983
Poelen JH, Simons JD, Mungall CJ (2014) Global biotic interactions: an open infrastructure to share and analyze species-interaction datasets. Ecol Inform 24:148–159
Poisot T, Gravel D, Leroux S et al (2015) Synthetic datasets and community tools for the rapid testing of ecological hypotheses. Ecography (Cop) 38:001–007. doi:10.1111/ecog.01941
ProtectedPlanet (2016) Protected planet: discover our thematic areas. https://protectedplanet.net. Accessed 22 Nov 2016
Purves D, Scharlemann JPW, Harfoot M et al (2013) Time to model all life on Earth. Nature 493(7432):295–297. doi:10.1038/493295a
Pyle RL, Michel E (2008) ZooBank: developing a nomenclatural tool for unifying 250 years of biological information. Zootaxa 1950:39–50
Ratnasingham S, Hebert PDN (2007) BOLD: the barcode of life data system. Mol Ecol Notes 7:355–364
Read WJ, Demetriou G, Nenadic G et al (2016) The BioHub knowledge base: ontology and repository for sustainable biosourcing. J Biomed Semant 7:30
Rees T (compiler) (2016) The interim register of marine and nonmarine genera. http://www.irmng.org. Accessed 21 Nov 2016
Remsen D (2016) The use and limits of scientific names in biological informatics. ZooKeys 550:207–223. doi:10.3897/zookeys.550.9546
Ride WDL, Cogger HJ, Dupuis C et al (eds) (1999) International code of zoological nomenclature, 4th edn. International Trust for Zoological Nomenclature, London
Rios NE, Bart HL (2010) GEOLocate (Version 3.22) [Computer software]. Tulane University Museum of Natural History, Belle Chasse, LA
RO Project (2016) oborel/obo-relations. https://github.com/oborel/obo-relations/. Accessed 22 Nov 2016
Roskov Y, Abucay L, Orrell T et al (2016) Species 2000 & ITIS catalogue of life, 2016 annual checklist. Digital resource at www.catalogueoflife.org/annual-checklist/2016. Species 2000: Naturalis, Leiden, the Netherlands ISSN 2405-884X
Ruggiero MA, Gordon DP, Orrell TM et al (2015) A higher level classification of all living organisms. PLoS One 10(4):e0119248. doi:10.1371/journal.pone.0119248
Sanderson MJ, Donoghue MJ, Piel WH et al (1994) TreeBASE: a prototype database of phylogenetic analyses and an interactive tool for browsing the phylogeny of life. Am J Bot 81:183
Santschi L, Hanner RH, Ratnasingham S et al (2013) Barcoding life’s matrix: translating biodiversity genomics into high school settings to enhance life science education. PLoS Biol 11(1):1-8 doi:10.1371/journal.pbio.1001471
Schmitz OJ, Hambäck PA, Beckerman AP (2000) Trophic cascades in terrestrial systems: a review of the effects of carnivore removals on plants. Am Nat 155:144–153
Schwartz MD, Betancourt JL, Weltzin JF (2012) From Caprio’s lilacs to the USA National Phenology Network. Front Ecol Environ 10(6):324–327. doi:10.1890/110281
Seltmann KC, Pénzes Z, Yoder MJ et al (2013) Utilizing descriptive statements from the Biodiversity Heritage Library to expand the Hymenoptera Anatomy Ontology. PLoS One 8:e55674
Shen Y-Y, Chen X, Murphy RW (2013) Assessing DNA barcoding as a tool for species identification and data quality control. PLoS One 8(2):1–5. doi:10.1371/journal.pone.0057125
Simons JD, Yuan M, Carollo C et al (2013) Building a fisheries trophic interaction database for management and modeling research in the Gulf of Mexico Large Marine Ecosystem. Bull Mar Sci 89:135–160
Slashdot Media (2016) sourceforge. https://sourceforge.net/. Accessed 22 Nov 2016
Smith B, Ashburner M, Rosse C et al (2007) The OBO Foundry: coordinated evolution of ontologies to support biomedical data integration. Nat Biotechnol 25:1251–1255
Smith VS, Rycroft SD, Harman KT et al (2009) Scratchpads: a data-publishing framework to build, share and manage information on the diversity of life. BMC Bioinf 10(Suppl 14):S6. http://www.biomedcentral.com/1471-2105/10/S14/S6
Smithsonian Institution (2016a) eMammal. https://emammal.si.edu/. Accessed 22 Nov 2016
Smithsonian Institution (2016b) Global genome initiative. https://ggi.si.edu. Accessed 22 Nov 2016
Soldatova LN, King RD (2006) An ontology of scientific experiments. J R Soc Interface 3:795–803
Solomon DJ, Laakso M, Björk BC (2013) A longitudinal comparison of citation rates and growth among open access journals. J Inf Secur 7:642–650
Specify Software Project (2016) Specify. http://specifyx.specifysoftware.org. Accessed 21 Nov 2016
Staats M, Arulandhu AJ, Gravendeel B et al (2016) Advances in DNA metabarcoding for food and wildlife forensic species identification. Anal Bioanal Chem 408(17):4615–4630. doi:10.1007/s00216-016-9595-8
Stucky BJ, Deck J, Conlin T et al (2014) The BiSciCol Triplifier: bringing biodiversity data to the Semantic Web. BMC Bioinf 15:257
Suttle KB, Thomsen MA, Power ME (2007) Species interactions reverse grassland responses to changing climate. Science 315:640–642
Tarnecki JH, Wallace AA, Simons JD et al (2016) Progression of a Gulf of Mexico food web supporting Atlantis ecosystem model development. Fish Res 179:237–250. doi:10.1016/j.fishres.2016.02.023
Taxonomic Databases Working Group (TDWG) (2016) Biodiversity information standards: TDWG. http://www.tdwg.org. Accessed 22 Nov 2016
The GRIN-Global Project (2016) The GRIN-Global Project. http://www.grin-global.org. Accessed 3 Dec 2016
The Phyloinformatics Research Foundation, Inc. (2016) TreeBASE: a database of phylogenetic knowledge. https://treebase.org/. Accessed 22 Nov 2016
Theobald EJ, Ettinger AK, Burgess HK et al (2015) Global change and local solutions: Tapping the unrealized potential of citizen science for biodiversity research. Biol Conserv 181:236–244
Thessen AE (2016) Adoption of machine learning techniques in ecology and earth science. One Ecosyst 1:e8621
Thessen AE, Cui H, Mozzherin D (2012) Applications of natural language processing in biodiversity science. Adv Bioinforma 2012:1–17. doi:10.1155/2012/391574
Thessen AE, Bunker DE, Buttigieg PL et al (2016) Emerging semantics to link phenotype and environment. PeerJ 3:e1470
Tylianakis JM, Didham RK, Bascompte J et al (2008) Global change and species interactions in terrestrial ecosystems. Ecol Lett 11:1351–1363
University of Oxford (2016) BRAHMS database. http://herbaria.plants.ox.ac.uk/bol/. Accessed 21 Nov 2016
United States Department of Agriculture (USDA) (2016) National agricultural library thesaurus and glossary. http://agclass.nal.usda.gov. Accessed 22 Nov 2016
United States Geological Survey (USGS) (2016) Biodiversity Information Serving Our Nation (BISON) – Explore & download U.S. species occurrence data & maps. https://bison.usgs.gov/#home. Accessed 22 Nov 2016
Walls RL, Deck J, Guralnick R et al (2014) Semantics in support of biodiversity knowledge discovery: an introduction to the Biological Collections Ontology and related ontologies. PLoS One 9:e89606
Walter DE, Winterton S (2007) Keys and the crisis in taxonomy: extinction or reinvention? Annu Rev Entomol 52(1):193–208. doi:10.1146/annurev.ento.51.110104.151054
White JW, Hunt LA, Boote KJ et al (2013) Integrated description of agricultural field experiments and production: The ICASA Version 2.0 data standards. Comput Electron Agric 96:1–12
Widrow B, Hartenstein R, Hecht-Nielson R (2005) Eulogy: Karl Steinbuch 1917-2005. IEEE Computational Intelligence Society Newsl 5
Wieczorek J, Bloom D, Guralnick R et al (2012) Darwin Core: an evolving community-developed biodiversity data standard. PLoS One 7(1):e29715. doi:10.1371/journal.pone.0029715
Wilson EO (ed) (1988) Biodiversity. National Academies Press, Washington, DC
Wilson EO (1999) The diversity of life. WW Norton & Company, New York
Wong EHK, Hanner RH (2008) DNA barcoding detects market substitution in North American seafood. Food Res Int 41:828–837
WoRMS Editorial Board (2016) World Register of Marine Species. http://www.marinespecies.org at VLIZ. Accessed 21 Nov 2016 doi:10.14284/170
Xiang Z, Mungall CJ, Ruttenberg A et al (2011) Ontobee: a linked data server and browser for ontology terms. In: Proceedings of international conference on biomedical ontology (ICBO), University at Buffalo, 28–30 July 2011, pp 279–281
Yoder MJ, Mikó I, Seltmann KC et al (2010) A gross anatomy ontology for Hymenoptera. PLoS One 5:e15991
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Parr, C.S., Thessen, A.E. (2018). Biodiversity Informatics. In: Recknagel, F., Michener, W. (eds) Ecological Informatics. Springer, Cham. https://doi.org/10.1007/978-3-319-59928-1_17
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