Thursday, December 08, 2016

iBOL DNA barcodes in GBIF

I've uploaded all the COI barcodes in the iBOL public data dumps into GBIF. This is an update of an earlier project that uploaded a small subset. Now that dataset doi:10.15468/inygc6 has been expanded to include some 2.7 million barcodes. In the new GBIF portal (work in progress) the map for these barcodes looks like this:

Screenshot 2016 12 07 22 58 43

Many of these records have images of the specimens that were sequenced, and the new GBIF "gallery" feature displays these nicely, e.g.:

Screenshot 2016 12 08 10 04 00

Having done this, I've a few thoughts.

Why did I do this?

Why did I do this, or, put another why didn't iBOL do this already? In an ideal world, iBOL would be an active contributor to GBIF and would be routinely uploading barcodes. Since this isn't happening, I've gone ahead and uploaded the barcodes myself. From my perspective, I want as much data to be as discoverable and as accessible as possible, hence if need be I'll grab data from wherever it lives and add it to GBIF (for an earlier example see The Zika virus, GBIF, and the missing mosquitoes). A downside of this is that, long term, the relationship between data provider and GBIF may be as valuable to GBIF as the data, and simply grabbing and reformatting data doesn't, by itself, form that relationship. But in the absence of a working relationship I still need the data.

Where are the taxonomic names

Lots of barcodes lack formal scientific names, even though in many cases BOLD has them. The data in the public dumps often lacks this information. A next logical step would be to harvest data from the BOLD API and add taxonomic names as "identifications".

Where are the sequences?

The sequences themselves aren't in GBIF, which on the one hand is not surprising as GBIF isn't a sequence databases. However, I think it should be, in the sense that for a lot of biodiversity sequences are going to be the only way forward. This includes the eukaryote barcodes, bacterial sequences, and metabarcodes. Fundamentally sequences are just strings of letters, and GBIF already handles those (e.g., taxonomic names, geographic places, etc.). Furthermore, the following paper by Bittner et al. makes a strong case that rather than knowing "what is there?" it's more important to know "what are they doing?"

Bittner, L., Halary, S., Payri, C., Cruaud, C., de Reviers, B., Lopez, P., & Bapteste, E. (2010). Some considerations for analyzing biodiversity using integrative metagenomics and gene networks. Biology Direct. Springer Nature. https://doi.org/10.1186/1745-6150-5-47

In other words, a functional approach may matter more than a purely taxonomic approach to diversity. For a big chunk of biology this is going to depend on analysing sequences. Even if we restrict ourselves to just taxonomic diversity, there is scope for expanding our notion of what we display once we have sequences and evolutionary trees, e.g. Notes on next steps for the million DNA barcodes map.

Thursday, November 24, 2016

The Semantic Web made fun: d3sparql

Screenshot 2016 11 24 10 08 22

Continuing my on-again off-again relationship with the Semantic Web, I stumbled across a cool approach to visualising the results of SPARQL queries. Toshiaki Katayama (@tktym) has put together d3sparql, a set of Javascript scripts that takes SPARQL queries and formats the results graphically using D3.

For example, give the SPARQL endpoint http://togostanza.org/sparql, the following query retrieves the NCBI classification for the tardigrade family Hypsibiidae:

PREFIX rdfs: PREFIX up: SELECT ?root_name ?parent_name ?child_name FROM WHERE { VALUES ?root_name { "Hypsibiidae" } ?root up:scientificName ?root_name . ?child rdfs:subClassOf+ ?root . ?child rdfs:subClassOf ?parent . ?child up:scientificName ?child_name . ?parent up:scientificName ?parent_name . }

By outputting the results as a list of parent-child pairs, it is straightforward to convert the output of this query into a form that D3 accepts, so we can get a tree like this:

HypsibiidaeHebesuncusHebesuncus conjugensHebesuncus ryaniHebesuncus sp. Hebe_06_218Hebesuncus sp. Hebe_06_221DiphasconDiphascon sp. CJS-2007aDiphascon sp. CJS-2007bDiphascon cf. scoticum MC-2011Diphascon (Adropion) sp. MC-2011Diphascon maucciDiphascon puniceumDiphascon sp. Diph_06_114Diphascon sp. Diph_06_147Diphascon sp. Diph_07_008Diphascon sp. Diph_07_168Diphascon sp. Diph_07_169Diphascon sp. Diph_07_176Diphascon alpinumDiphascon sp. F6456Diphascon sp. F6457Diphascon sp. F6458Diphascon sp. F6459Diphascon sp. F6460Diphascon pingueDiphascon belgicaeDiphascon scoticumDiphascon higginsiDiphascon nodulosumDiphascon pataneiDiphascon ramazzottiiDiphascon sp. F7485Diphascon sp. Diph06_146Diphascon sp. Diph07_25Diphascon sp. Diph07_28Diphascon sp. Diph07_29Diphascon sp. Diph07_61Diphascon sp. Diph07_64AcutuncusAcutuncus antarcticusAcutuncus sp. PC-2013HypsibiusHypsibius cf. convergens 1 EK-2007Hypsibius klebelsbergiHypsibius scabropygusHypsibius cf. convergens 2 EK-2007Hypsibius dujardiniHypsibius sp. CJS-2008Hypsibius sp. 'Moon 1997'Hypsibius sp. F7889Hypsibius convergensHypsibius pallidusHypsibius cf. convergens MD-2013BorealibiusBorealibius zetlandicusThuliniusThulinius stephaniaeThulinius sp. JCR-2003Thulinius sp. DVL-2010Thulinius augustiIsohypsibiusIsohypsibius granuliferIsohypsibius cambrensisIsohypsibius asperIsohypsibius prosostomusIsohypsibius papilliferIsohypsibius sp. Tardi_OakIsohypsibius elegansIsohypsibius sp. Tar179Isohypsibius sp. Tar194Isohypsibius sp. Tar195Isohypsibius dastychiHalobiotusHalobiotus crispaeHalobiotus stenostomusRamazzottiusRamazzottius oberhaeuseriRamazzottius cf. oberhaeuseriRamazzottius sp. Rama_07_123Ramazzottius sp. F10349Ramazzottius sp. F10350Ramazzottius sp. F10470Ramazzottius sp. F10471Ramazzottius sp. F10472Ramazzottius sp. F10473Ramazzottius sp. F3679Ramazzottius sp. F3680Ramazzottius sp. F3681Ramazzottius sp. F3682Ramazzottius sp. F3683Ramazzottius sp. F6917Ramazzottius sp. F6918Ramazzottius sp. F6919Ramazzottius sp. F6920Ramazzottius sp. F6921Ramazzottius sp. F6922Ramazzottius varieornatusPseudobiotusPseudobiotus sp. SHR-2005Pseudobiotus kathmanaePseudobiotus megalonyxAstatumenAstatumen trinacriaeEremobiotusEremobiotus alicataiDoryphoribiusDoryphoribius flavusDoryphoribius macrodonItaquasconItaquascon placophorumMixibiusMixibius cf. saracenus MC-2011Mixibius saracenusPlaticristaPlaticrista angustata

The ability to quickly generate trees, charts, and maps from SPARQL queries makes things a lot easier. We can play around a little and explore things. The strength (and challenge) of SPARQL is that it is very open-ended, you can more or less develop queries to do anything. Being able to visualise the results will help guide that exploration.

The code for d3sparql is on GitHub. One "gotcha" is that the cached examples and external Javascript libraries aren't included. I've forked the repository here and added the missing files, so that if you grab that version it works straight out of the box.

Monday, November 14, 2016

Copyright and the Use of Images as Biodiversity Data

170px Copyright svgWilli Egloff, Donat Agosti, Puneet Kishor, David Patterson, and Jeremy A. Miller have published an interesting preprint entitled “Copyright and the Use of Images as Biodiversity Data”
DOI:10.1101/087015 in which they argue that taxonomic images aren't copyrightable. I'm not convinced, and have commented on the bioRxiv site. Frustratingly bioRxiv puts comments into a moderation queue (in my opinion the stupidest thing to do if you want to enable conversation) so I've posted my comment here.

It seems to me that there are two deeply problematic aspects to this claim. The first is that taxonomic illustration is not creative. This seems, at best, arguable. I've illustrated new species, and it sure felt like I was doing creative work. Arguably every creative work adheres to conventions of a discipline, how does this by itself make copyright irrelevant?

Secondly, I'm unconvinced that a legal opinion that hasn't been tested in a court is worth much. We can assert whatever interpretation of copyright we want, I doubt that would stop legal action by a person or organisation that felt it could benefit from such action. The real question will be whether treating taxonomic images as outside of copyright would be considered a sufficient threat to someone's business model for them to take action.

I completely support the idea that the images (and all taxonomic-relevant data) should be completely free and open, but simply asserting that it should be doesn't make it so.

Saturday, November 12, 2016

EOL Traitbank JSON-LD is broken

Follow eol on twitterOne of the most interesting aspects of EOL is "TraitBank", which has been described in a recent paper:

Cynthia S. Parr, Katja S. Schulz, Jennifer Hammock, Nathan Wilson, Patrick Leary, Jeremy Rice, & Robert J. Corrigan. (2016). TraitBank: Practical semantics for organism attribute data. Semantic Web, 7(6), 577–588. https://doi.org/10.3233/SW-150190

TraitBank is available in JSON-LD, and so is potentially part of the Semantic Web. Unfortunately, the JSON-LD provided by TraitBank is broken, to the point that it's hard to believe that anyone's actually consuming the JSON-LD. I know that Google is using EOL data for their knowledge panels, but anyone using TraitBank JSON-LD in a semantic web client is going to run into problems.

First off, let's look at the example provided in the above paper, http://eol.org/api/traits/328067 which returns data for Potos flavus.

{ "@context": { "@vocab": "http://schema.org/", "dwc:taxonID": { "@type": "@id" }, "dwc:resourceID": { "@type": "@id" }, "dwc:relatedResourceID": { "@type": "@id" }, "dwc:relationshipOfResource": { "@type": "@id" }, "dwc:vernacularName": { "@container": "@language" }, "eol:associationType": { "@type": "@id" }, "rdfs:label": { "@container": "@language" }, "dc": "http://purl.org/dc/terms/", "dwc": "http://rs.tdwg.org/dwc/terms/", "eolterms": "http://eol.org/schema/terms/", "eol": "http://eol.org/schema/", "rdfs": "http://www.w3.org/2000/01/rdf-schema#", "gbif": "http://rs.gbif.org/terms/1.0/", "foaf": "http://xmlns.com/foaf/0.1/" }, "@type": "DataFeedItem", "dateModified": "2016-09-30", "item": { "@id": 328067, "@type": "dwc:Taxon", "scientificName": "Potos flavus (Schreber, 1774)", "dwc:taxonRank": "species", "dwc:parentNameUsageID": "http://eol.org/pages/14191", "potentialAction": { "@type": "EntryPoint", "target": { "@type": "Related", "url": "http://eol.org/pages/328067", "actionPlatform": [ "http://schema.org/DesktopWebPlatform", "http://schema.org/IOSPlatform", "http://schema.org/AndroidPlatform" ] } }, "sameAs": [ "http://www.iucnredlist.org/details/41679", "http://genomics.senescence.info/species/entry.php?species=Potos_flavus", "http://commons.wikimedia.org/wiki/Potos_flavus", "http://www.biolib.cz/en/taxon/id1790/", "http://www.iucnredlist.org/apps/redlist/details/41679", "http://www.discoverlife.org/mp/20q?search=Potos+flavus", "http://www.eco-index.org/search/keyword_complete.cfm?keyword=Potos flavus", "http://calphotos.berkeley.edu/cgi/img_query?seq_num=31541&one=T", "http://www.conabio.gob.mx/conocimiento/ise/fichasnom/Potosflavus00.pdf", "http://darnis.inbio.ac.cr/ubis/FMPro?-DB=UBIPUB.fp3&-lay=WebAll&-error=norec.html&-Format=detail.html&-Op=eq&-Find=&id=1689", "http://lod.taxonconcept.org/ses/2mOvV.html", "http://neotropnathistory.lifedesks.org/pages/45271", "http://www.boldsystems.org/index.php/Taxbrowser_Taxonpage?taxid=73392", "http://www.catalogueoflife.org/annual-checklist/details/species/id/6902599", "http://www.catalogueoflife.org/annual-checklist/details/species/id/6902599", "http://genomics.senescence.info/species/entry.php?species=Potos_flavus", "http://www.itis.gov/servlet/SingleRpt/SingleRpt?search_topic=TSN&search_value=621964", "http://en.wikipedia.org/w/index.php?title=Kinkajou", "http://www.iucnredlist.org/apps/redlist/details/41679", "http://www.ncbi.nlm.nih.gov/Taxonomy/Browser/wwwtax.cgi?mode=Info&id=29067", "http://eol.org/pages/328067", "http://animaldiversity.ummz.umich.edu/accounts/Potos_flavus/" ], "vernacularNames": [ { "@language": "af", "@value": "rolbeer", "gbif:isPreferredName": true }, { "@language": "af", "@value": "rolstaartbeer" }, { "@language": "de", "@value": "wickelbär", "gbif:isPreferredName": true }, { "@language": "en", "@value": "Kinkajou", "gbif:isPreferredName": true }, { "@language": "en", "@value": "honey bear" }, { "@language": "es", "@value": "Ak' a' mash", "gbif:isPreferredName": true }, { "@language": "es", "@value": "Chosna" }, { "@language": "es", "@value": "Cusu" }, { "@language": "es", "@value": "Martilla" }, { "@language": "es", "@value": "Martucha" }, { "@language": "es", "@value": "Mico de noche" }, { "@language": "es", "@value": "Mico león" }, { "@language": "es", "@value": "Mono michi" }, { "@language": "es", "@value": "Perro de monte" }, { "@language": "fi", "@value": "Kinkaju", "gbif:isPreferredName": true }, { "@language": "fr", "@value": "Kinkajou, Singe de nuit", "gbif:isPreferredName": true }, { "@language": "nl", "@value": "rolstaartbeer", "gbif:isPreferredName": true }, { "@language": "nl", "@value": "nachtaap" }, { "@language": "pt-BR", "@value": "Jupará", "gbif:isPreferredName": true } ], "traits": [ { "@id": "http://eol.org/pages/328067/data#data_point_949469", "eol:traitUri": "http://eol.org/resources/704/measurements/basalmetrate113", "@type": "dwc:MeasurementOrFact", "predicate": "metabolic rate", "dwc:measurementType": "http://www.owl-ontologies.com/unnamed.owl#Metabolic_rate", "value": "731.33", "units": "mL/hr O2", "eol:dataPointId": 949469, "http://purl.obolibrary.org/obo/VT_0001259": "http://eol.org/resources/704/measurements/metratemass113", "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Basal metabolic rate was measured when individual(s) were experiencing neither heat nor cold stress (i.e. are in their thermoneutral zone); are resting and calm; and are post–absorptive (are not digesting or absorbing a meal) and data were only accepted where there was also a measure of body mass for the same individual(s). Based on information from primary and secondary literature sources. This value represents a single measure of central tendency for this species. See source for details.", "eolterms:statisticalMethod": "http://eol.org/schema/terms/average", "dwc:measurementValue": "731.33", "dwc:measurementUnit": "http://eol.org/schema/terms/mlO2perhour", "dwc:scientificName": "Potos flavus" }, { "@id": "http://eol.org/pages/328067/data#data_point_46140963", "eol:traitUri": "http://eol.org/resources/737/measurements/e5775a49cc4bbe3f3ae5c391776a467a", "@type": "dwc:MeasurementOrFact", "predicate": "population trend", "dwc:measurementType": "http://iucn.org/population_trend", "value": "Decreasing", "eol:dataPointId": 46140963, "dc:source": "http://eol.org/resources/737", "dwc:measurementValue": "Decreasing", "dwc:scientificName": "Potos flavus (Schreber, 1774)", "eolterms:resource": "http://eol.org/resources/737" }, { "@id": "http://eol.org/pages/328067/data#data_point_46140962", "eol:traitUri": "http://eol.org/resources/737/measurements/25c8b74374d04260b047bd57570e094b", "@type": "dwc:MeasurementOrFact", "predicate": "habitat", "dwc:measurementType": "http://rs.tdwg.org/dwc/terms/habitat", "value": "terrestrial habitat", "eol:dataPointId": 46140962, "dc:source": "http://eol.org/resources/737", "dwc:measurementValue": "http://purl.obolibrary.org/obo/ENVO_00002009", "dwc:scientificName": "Potos flavus (Schreber, 1774)", "eolterms:resource": "http://eol.org/resources/737" }, { "@id": "http://eol.org/pages/328067/data#data_point_949459", "eol:traitUri": "http://eol.org/resources/704/measurements/maxlongevity138", "@type": "dwc:MeasurementOrFact", "predicate": "total life span", "dwc:measurementType": "http://purl.obolibrary.org/obo/VT_0001661", "value": "348", "units": "months", "eol:dataPointId": 949459, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Maximum adult age measured either through direct observation, capture-recapture estimates, projected from physical wear or unspecified, using captive, wild, provisioned, or unspecified populations; male, female, or sex unspecified individuals; primary, secondary, or extrapolated sources; in all localities. See source for details.", "eolterms:statisticalMethod": "http://semanticscience.org/resource/SIO_001114", "dwc:measurementValue": "348", "dwc:measurementUnit": "http://purl.obolibrary.org/obo/UO_0000035", "dwc:scientificName": "Potos flavus" }, { "@id": "http://eol.org/pages/328067/data#data_point_949460", "eol:traitUri": "http://eol.org/resources/704/measurements/littersperyear728", "@type": "dwc:MeasurementOrFact", "predicate": "litters per year", "dwc:measurementType": "http://eol.org/schema/terms/LittersPerYear", "value": "1", "eol:dataPointId": 949460, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Number of litters per female per year using non-captive, wild, provisioned, or unspecified populations; male, female, or sex unspecified individuals; primary, secondary, or extrapolated sources; all measures of central tendency; in all localities. See source for details.", "eolterms:statisticalMethod": "http://eol.org/schema/terms/average", "dwc:measurementValue": "1", "dwc:scientificName": "Potos flavus", "dwc:sex": "http://purl.obolibrary.org/obo/PATO_0000383" }, { "@id": "http://eol.org/pages/328067/data#data_point_949461", "eol:traitUri": "http://eol.org/resources/704/measurements/littersize1554", "@type": "dwc:MeasurementOrFact", "predicate": "clutch/brood/litter size", "dwc:measurementType": "http://purl.obolibrary.org/obo/VT_0001933", "value": "1.11", "eol:dataPointId": 949461, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Number of offspring born per litter per female, either counted before birth, at birth or after birth, using captive, wild, provisioned, or unspecified populations; male, female, or sex unspecified individuals; primary, secondary, or extrapolated sources; all measures of central tendency; in all localities. See source for details.", "eolterms:statisticalMethod": "http://eol.org/schema/terms/average", "dwc:measurementValue": "1.11", "dwc:scientificName": "Potos flavus" }, { "@id": "http://eol.org/pages/328067/data#data_point_949462", "eol:traitUri": "http://eol.org/resources/704/measurements/interbirthinterval291", "@type": "dwc:MeasurementOrFact", "predicate": "inter-birth interval", "dwc:measurementType": "http://eol.org/schema/terms/InterBirthInterval", "value": "365", "units": "days", "eol:dataPointId": 949462, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "The length of time between successive births of the same female(s) after a successful or unspecified litter using non-captive, wild, provisioned, or unspecified populations; primary, secondary, or extrapolated sources; all measures of central tendency; in all localities. See source for details.", "eolterms:statisticalMethod": "http://eol.org/schema/terms/average", "dwc:measurementValue": "365", "dwc:measurementUnit": "http://purl.obolibrary.org/obo/UO_0000033", "dwc:scientificName": "Potos flavus", "dwc:sex": "http://purl.obolibrary.org/obo/PATO_0000383" }, { "@id": "http://eol.org/pages/328067/data#data_point_949463", "eol:traitUri": "http://eol.org/resources/704/measurements/grmaxlat1392", "@type": "dwc:MeasurementOrFact", "predicate": "latitude", "dwc:measurementType": "http://semanticscience.org/resource/SIO_000319", "value": "23.72", "units": "decimal degrees", "eol:dataPointId": 949463, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Digital geographic range maps of all extant, non-marine mammals from Sechrest (2003) were converted to the Wilson and Reeder (2005) taxonomy. These ranges were used to generate measures of geographic range extent and occupancy. Spatial analyses were performed using ArcGIS (version 9.0) (ESRI 2005) for areas and R (R Development Core Team 2005) for geographic coordinates. Value calculated using a global geographic projection.", "eolterms:statisticalMethod": "http://semanticscience.org/resource/SIO_001114", "dwc:measurementValue": "23.72", "dwc:measurementUnit": "http://eol.org/schema/terms/decimaldegrees", "dwc:scientificName": "Potos flavus" }, { "@id": "http://eol.org/pages/328067/data#data_point_949464", "eol:traitUri": "http://eol.org/resources/704/measurements/midrangelong3692", "@type": "dwc:MeasurementOrFact", "predicate": "longitude", "dwc:measurementType": "http://semanticscience.org/resource/SIO_000318", "value": "-68.67", "units": "decimal degrees", "eol:dataPointId": 949464, "dc:source": "Data set supplied by Kate E. Jones. 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See source for details.", "eolterms:statisticalMethod": "http://eol.org/schema/terms/average", "dwc:measurementValue": "509.54", "dwc:measurementUnit": "http://purl.obolibrary.org/obo/UO_0000016", "dwc:scientificName": "Potos flavus", "dwc:lifeStage": "http://www.ebi.ac.uk/efo/EFO_0001272" }, { "@id": "http://eol.org/pages/328067/data#data_point_949467", "eol:traitUri": "http://eol.org/resources/704/measurements/dispersalage94", "@type": "dwc:MeasurementOrFact", "predicate": "dispersal age", "dwc:measurementType": "http://eol.org/schema/terms/DispersalAge", "value": "160", "units": "days", "eol:dataPointId": 949467, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Dispersal Age: Age at which young permanently leave the parent, parental group, social group or any associated territories, using non-captive, wild, non-provisioned or unspecified populations; male, female, or sex unspecified individuals; primary, secondary, or extrapolated sources; all measures of central tendency; in all localities. Based on information from primary and secondary literature sources. See source for details.", "eolterms:statisticalMethod": "http://eol.org/schema/terms/average", "dwc:measurementValue": "160", "dwc:measurementUnit": "http://purl.obolibrary.org/obo/UO_0000033", "dwc:scientificName": "Potos flavus" }, { "@id": "http://eol.org/pages/328067/data#data_point_949468", "eol:traitUri": "http://eol.org/resources/704/measurements/dietbreadth467", "@type": "dwc:MeasurementOrFact", "predicate": "diet breadth", "dwc:measurementType": "http://eol.org/schema/terms/DietBreadth", "value": "4", "eol:dataPointId": 949468, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Number of dietary categories eaten by each species measured using any qualitative or quantitative dietary measure, over any period of time, using any assessment method, for non-captive or non-provisioned populations; adult or age unspecified individuals, male, female, or sex unspecified individuals; primary, secondary, or extrapolated sources; all measures of central tendency; in all localities. Categories were defined as vertebrate, invertebrate, fruit, flowers/nectar/pollen, leaves/branches/bark, seeds, grass and roots/tubers. Based on information from primary and secondary literature sources. See source for details.", "dwc:measurementValue": "4", "dwc:scientificName": "Potos flavus" }, { "@id": "http://eol.org/pages/328067/data#data_point_949470", "eol:traitUri": "http://eol.org/resources/704/measurements/ageateyeopening149", "@type": "dwc:MeasurementOrFact", "predicate": "age at eye opening", "dwc:measurementType": "http://eol.org/schema/terms/AgeAtEyeOpening", "value": "16.95", "units": "days", "eol:dataPointId": 949470, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Age at which both eyes are fully open after birth using captive, wild, provisioned, or unspecified populations; male, female, or sex unspecified individuals; primary, secondary, or extrapolated sources; all measures of central tendency; in all localities. Based on information from primary and secondary literature sources. See source for details.", "eolterms:statisticalMethod": "http://eol.org/schema/terms/average", "dwc:measurementValue": "16.95", "dwc:measurementUnit": "http://purl.obolibrary.org/obo/UO_0000033", "dwc:scientificName": "Potos flavus" }, { "@id": "http://eol.org/pages/328067/data#data_point_949471", "eol:traitUri": "http://eol.org/resources/704/measurements/homerangeindiv237", "@type": "dwc:MeasurementOrFact", "predicate": "home range", "dwc:measurementType": "http://www.owl-ontologies.com/unnamed.owl#Home_range", "value": "0.21", "units": "km^2", "eol:dataPointId": 949471, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Size of the area within which everyday activities of individuals are typically restricted, estimated by either direct observation, radio telemetry, trapping or unspecified methods over any duration of time, using non-captive populations; male, female, or sex unspecified individuals; primary, secondary, or extrapolated sources; all measures of central tendency; in all localities. See source for details.", "eolterms:statisticalMethod": "http://eol.org/schema/terms/average", "dwc:measurementValue": "0.21", "dwc:measurementUnit": "http://eol.org/schema/terms/squarekilometer", "dwc:scientificName": "Potos flavus" }, { "@id": "http://eol.org/pages/328067/data#data_point_949472", "eol:traitUri": "http://eol.org/resources/704/measurements/homerange266", "@type": "dwc:MeasurementOrFact", "predicate": "home range", "dwc:measurementType": "http://www.owl-ontologies.com/unnamed.owl#Home_range", "value": "0.22", "units": "km^2", "eol:dataPointId": 949472, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Size of the area within which everyday activities of individuals or groups (of any type) are typically restricted, estimated by either direct observation, radio telemetry, trapping or unspecified methods over any duration of time, using non-captive populations; male, female, or sex unspecified individuals; primary, secondary, or extrapolated sources; all measures of central tendency; in all localities. See source for details.", "eolterms:statisticalMethod": "http://eol.org/schema/terms/average", "dwc:measurementValue": "0.22", "dwc:measurementUnit": "http://eol.org/schema/terms/squarekilometer", "dwc:scientificName": "Potos flavus" }, { "@id": "http://eol.org/pages/328067/data#data_point_949473", "eol:traitUri": "http://eol.org/resources/704/measurements/habitatbreadth530", "@type": "dwc:MeasurementOrFact", "predicate": "habitat breadth", "dwc:measurementType": "http://eol.org/schema/terms/HabitatBreadth", "value": "2", "eol:dataPointId": 949473, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Number of habitat layers used by each species measured using any qualitative or quantitative time measure, for non-captive populations; adult or age unspecified individuals, male, female, or sex unspecified individuals; primary, secondary, or extrapolated sources; all measures of central tendency; in all localities. Categories were defined as above ground dwelling, aquatic, fossorial and ground dwelling. Based on information from primary and secondary literature sources. See source for details.", "dwc:measurementValue": "2", "dwc:scientificName": "Potos flavus" }, { "@id": "http://eol.org/pages/328067/data#data_point_949474", "eol:traitUri": "http://eol.org/resources/704/measurements/gestationlen520", "@type": "dwc:MeasurementOrFact", "predicate": "gestation period duration", "dwc:measurementType": "http://purl.obolibrary.org/obo/VT_0002292", "value": "116.8", "units": "days", "eol:dataPointId": 949474, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Gestation Length: Length of time of non-inactive fetal growth, using captive, wild, provisioned, or unspecified populations; male, female, or sex unspecified individuals; primary, secondary, or extrapolated sources; all measures of central tendency; in all localities. Gestation was measured between specified start and end points as follows: Start points – conception, fertilization, first observed copulation, fertilization, implantation, laying, palpably pregnant, removal of pouch young, capture (except marsupials) or unspecified. End points – birth, hatching or unspecified. See source for details.", "eolterms:statisticalMethod": "http://eol.org/schema/terms/average", "dwc:measurementValue": "116.8", "dwc:measurementUnit": "http://purl.obolibrary.org/obo/UO_0000033", "dwc:scientificName": "Potos flavus" }, { "@id": "http://eol.org/pages/328067/data#data_point_949475", "eol:traitUri": "http://eol.org/resources/704/measurements/grarea125", "@type": "dwc:MeasurementOrFact", "predicate": "geographic range (size of area)", "dwc:measurementType": "http://eol.org/schema/terms/GeographicRangeArea", "value": "12770952.51", "units": "km^2", "eol:dataPointId": 949475, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Geographic Range (Area): Digital geographic range maps of all extant, non-marine mammals from Sechrest (2003) were converted to the Wilson and Reeder (2005) taxonomy. These ranges were used to generate measures of geographic range extent and occupancy. Spatial analyses were performed using ArcGIS (version 9.0) (ESRI 2005) for areas and R (R Development Core Team 2005) for geographic coordinates. Area was calculated using the total extent of a species range with a global equal-area projection (Mollweide).", "dwc:measurementValue": "12770952.51", "dwc:measurementUnit": "http://eol.org/schema/terms/squarekilometer", "dwc:scientificName": "Potos flavus" }, { "@id": "http://eol.org/pages/328067/data#data_point_949476", "eol:traitUri": "http://eol.org/resources/704/measurements/weaningage363", "@type": "dwc:MeasurementOrFact", "predicate": "weaning age", "dwc:measurementType": "http://eol.org/schema/terms/WeaningAge", "value": "109.13", "units": "days", "eol:dataPointId": 949476, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Weaning Age: Age when primary nutritional dependency on the mother ends and independent foraging begins to make a major contribution to the offspring’s energy requirements, measured as either weaning/lactation length, nutritionally independent, first solid food, last observed nursing, age at first flight (bats only), age at pouch exit or length of teat Attachment (marsupials only) or unspecified definition, using captive, wild, provisioned, or unspecified populations; male, female, or sex unspecified individuals; primary, secondary, or extrapolated sources; all measures of central tendency; in all localities. See source for details.", "eolterms:statisticalMethod": "http://eol.org/schema/terms/average", "dwc:measurementValue": "109.13", "dwc:measurementUnit": "http://purl.obolibrary.org/obo/UO_0000033", "dwc:scientificName": "Potos flavus" }, { "@id": "http://eol.org/pages/328067/data#data_point_949477", "eol:traitUri": "http://eol.org/resources/704/measurements/grmidrangelat2607", "@type": "dwc:MeasurementOrFact", "predicate": "latitude", "dwc:measurementType": "http://semanticscience.org/resource/SIO_000319", "value": "0.3", "units": "decimal degrees", "eol:dataPointId": 949477, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Digital geographic range maps of all extant, non-marine mammals from Sechrest (2003) were converted to the Wilson and Reeder (2005) taxonomy. These ranges were used to generate measures of geographic range extent and occupancy. Spatial analyses were performed using ArcGIS (version 9.0) (ESRI 2005) for areas and R (R Development Core Team 2005) for geographic coordinates. Value calculated using a global geographic projection.", "eolterms:statisticalMethod": "http://semanticscience.org/resource/SIO_001110", "dwc:measurementValue": "0.3", "dwc:measurementUnit": "http://eol.org/schema/terms/decimaldegrees", "dwc:scientificName": "Potos flavus" }, { "@id": "http://eol.org/pages/328067/data#data_point_949478", "eol:traitUri": "http://eol.org/resources/704/measurements/grminlat3805", "@type": "dwc:MeasurementOrFact", "predicate": "latitude", "dwc:measurementType": "http://semanticscience.org/resource/SIO_000319", "value": "-23.1", "units": "decimal degrees", "eol:dataPointId": 949478, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Digital geographic range maps of all extant, non-marine mammals from Sechrest (2003) were converted to the Wilson and Reeder (2005) taxonomy. These ranges were used to generate measures of geographic range extent and occupancy. Spatial analyses were performed using ArcGIS (version 9.0) (ESRI 2005) for areas and R (R Development Core Team 2005) for geographic coordinates. Value calculated using a global geographic projection.", "eolterms:statisticalMethod": "http://semanticscience.org/resource/SIO_001113", "dwc:measurementValue": "-23.1", "dwc:measurementUnit": "http://eol.org/schema/terms/decimaldegrees", "dwc:scientificName": "Potos flavus" }, { "@id": "http://eol.org/pages/328067/data#data_point_949479", "eol:traitUri": "http://eol.org/resources/704/measurements/grmaxlong3243", "@type": "dwc:MeasurementOrFact", "predicate": "longitude", "dwc:measurementType": "http://semanticscience.org/resource/SIO_000318", "value": "-34.79", "units": "decimal degrees", "eol:dataPointId": 949479, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Digital geographic range maps of all extant, non-marine mammals from Sechrest (2003) were converted to the Wilson and Reeder (2005) taxonomy. These ranges were used to generate measures of geographic range extent and occupancy. Spatial analyses were performed using ArcGIS (version 9.0) (ESRI 2005) for areas and R (R Development Core Team 2005) for geographic coordinates. Value calculated using a global geographic projection.", "eolterms:statisticalMethod": "http://semanticscience.org/resource/SIO_001114", "dwc:measurementValue": "-34.79", "dwc:measurementUnit": "http://eol.org/schema/terms/decimaldegrees", "dwc:scientificName": "Potos flavus" }, { "@id": "http://eol.org/pages/328067/data#data_point_949480", "eol:traitUri": "http://eol.org/resources/704/measurements/hupopdenmean2854", "@type": "dwc:MeasurementOrFact", "predicate": "human population density", "dwc:measurementType": "http://eol.org/schema/terms/HumanPopulationDensity", "value": "25.77", "units": "individuals per square kilometer", "eol:dataPointId": 949480, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Variables describing the anthropogenic and environmental conditions within the geographic range of a species were generated based on the extent of digital species range maps from Sechrest (2003) converted to the Wilson and Reeder (2005) taxonomy. The species ranges were first gridded at 0.5 degrees using a global geographic projection and species were scored as present in each cell if any of the range intersected that cell. Summary statistics for a species were then calculated by summarizing the value for each anthropogenic and environmental variable (gridded to the same extent) for all the cells the species was present. The summary statistics for each variable was adjusted for the fact that area varies with latitude by multiplying each cell by the area and then dividing by the total area of cells for that variable for a species. Mean Human Population Density calculated using the Gridded Population of the World (GPW) (CIESIN and CIAT 2005) for 1995.", "eolterms:statisticalMethod": "http://semanticscience.org/resource/SIO_001109", "dwc:measurementValue": "25.77", "dwc:measurementUnit": "http://eol.org/schema/terms/individualspersquarekilometer", "dwc:scientificName": "Potos flavus" }, { "@id": "http://eol.org/pages/328067/data#data_point_949481", "eol:traitUri": "http://eol.org/resources/704/measurements/aetmean1232", "@type": "dwc:MeasurementOrFact", "predicate": "actual evapotranspiration rate in geographic range", "dwc:measurementType": "http://eol.org/schema/terms/AETinRange", "value": "1306.64", "units": "millimeters per month", "eol:dataPointId": 949481, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Variables describing the environmental conditions within the geographic range of a species were generated based on the extent of digital species range maps from Sechrest (2003) converted to the Wilson and Reeder (2005) taxonomy. The species ranges were first gridded at 0.5 degrees using a global geographic projection and species were scored as present in each cell if any of the range intersected that cell. Summary statistics for a species were then calculated by summarizing the value for each environmental variable (gridded to the same extent) for all the cells the species was present. The summary statistics for each variable was adjusted for the fact that area varies with latitude by multiplying each cell by the area and then dividing by the total area of cells for that variable for a species. Mean Monthly AET from 1920 to 1980 (mm) was calculated using the Global Resource Information Database of UNEP and is available from http://www.grid.unep.ch/data/grid/gnv183.php.", "eolterms:statisticalMethod": "http://semanticscience.org/resource/SIO_001109", "dwc:measurementValue": "1306.64", "dwc:measurementUnit": "http://eol.org/schema/terms/millimeterspermonth", "dwc:scientificName": "Potos flavus" }, { "@id": "http://eol.org/pages/328067/data#data_point_949482", "eol:traitUri": "http://eol.org/resources/704/measurements/adultbodymass768", "@type": "dwc:MeasurementOrFact", "predicate": "body mass", "dwc:measurementType": "http://purl.obolibrary.org/obo/VT_0001259", "value": "2441.81", "units": "g", "eol:dataPointId": 949482, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Mass of adult (or age unspecified) live or freshly-killed specimens (excluding pregnant females) using captive, wild, provisioned, or unspecified populations; male, female, or sex unspecified individuals; primary, secondary, or extrapolated sources; all measures of central tendency; in all localities. Based on information from primary and secondary literature sources. See source for details.", "eolterms:statisticalMethod": "http://eol.org/schema/terms/average", "dwc:measurementValue": "2441.81", "dwc:measurementUnit": "http://purl.obolibrary.org/obo/UO_0000021", "dwc:scientificName": "Potos flavus", "dwc:lifeStage": "http://www.ebi.ac.uk/efo/EFO_0001272" }, { "@id": "http://eol.org/pages/328067/data#data_point_949491", "eol:traitUri": "http://eol.org/resources/704/measurements/activitycycle556", "@type": "dwc:MeasurementOrFact", "predicate": "behavioral circadian rhythm", "dwc:measurementType": "http://purl.obolibrary.org/obo/VT_0001502", "value": "nocturnal", "eol:dataPointId": 949491, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Activity cycle of each species measured for non-captive populations; adult or age unspecified individuals, male, female, or sex unspecified individuals; primary, secondary, or extrapolated sources; all measures of central tendency; in all localities. Species were defined as (1) nocturnal only, (2) nocturnal/crepuscular, cathemeral, crepuscular or diurnal/crepuscular and (3) diurnal only. Based on information from primary and secondary literature sources. See source for details.", "dwc:measurementValue": "http://www.owl-ontologies.com/unnamed.owl#Nocturnal", "dwc:scientificName": "Potos flavus" }, { "@id": "http://eol.org/pages/328067/data#data_point_949483", "eol:traitUri": "http://eol.org/resources/704/measurements/socialgrpsize618", "@type": "dwc:MeasurementOrFact", "predicate": "social group size", "dwc:measurementType": "http://eol.org/schema/terms/SocialGroupSize", "value": "1", "eol:dataPointId": 949483, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Social Group Size: Number of individuals, adults or definition unspecified in a group that spends the majority of their time in a 24 hour cycle together where there is some indication that these individuals form a social cohesive unit, measured over any duration of time, using non-captive populations; male, female, or sex unspecified individuals; primary, secondary, or extrapolated sources; all measures of central tendency; in all localities. See source for details.", "eolterms:statisticalMethod": "http://eol.org/schema/terms/average", "dwc:measurementValue": "1", "dwc:scientificName": "Potos flavus" }, { "@id": "http://eol.org/pages/328067/data#data_point_949484", "eol:traitUri": "http://eol.org/resources/704/measurements/sexualmaturityage215", "@type": "dwc:MeasurementOrFact", "predicate": "onset of fertility", "dwc:measurementType": "http://purl.obolibrary.org/obo/VT_0002683", "value": "858.41", "units": "days", "eol:dataPointId": 949484, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Sexual Maturity Age: Age when individuals are first physically capable of reproducing, defined as either physically sexually mature, age at first mating or unspecified (males and females), age at first estrus or age at first pregnancy (females only), age at spermatogenesis or age at testes descent (males only), using captive, wild, provisioned, or unspecified populations; male, female, or sex unspecified individuals, primary, secondary, or extrapolated sources; all measures of central tendency; in all localities. See source for details.", "eolterms:statisticalMethod": "http://eol.org/schema/terms/average", "dwc:measurementValue": "858.41", "dwc:measurementUnit": "http://purl.obolibrary.org/obo/UO_0000033", "dwc:scientificName": "Potos flavus" }, { "@id": "http://eol.org/pages/328067/data#data_point_949485", "eol:traitUri": "http://eol.org/resources/704/measurements/populationdensity532", "@type": "dwc:MeasurementOrFact", "predicate": "animal population density", "dwc:measurementType": "http://purl.bioontology.org/ontology/CSP/2383-1863", "value": "34.21", "units": "individuals per square kilometer", "eol:dataPointId": 949485, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Population Density: Number of individuals per square kilometer, estimated with either direct, indirect or unspecified counts, measured in any area size within a human, ecological or unspecified boundary, over any duration of time, using non-captive, non-provisioned populations; male, female, or sex unspecified individuals; primary, secondary, or extrapolated sources; all measures of central tendency; in all localities. See source for details.", "eolterms:statisticalMethod": "http://eol.org/schema/terms/average", "dwc:measurementValue": "34.21", "dwc:measurementUnit": "http://eol.org/schema/terms/individualspersquarekilometer", "dwc:scientificName": "Potos flavus" }, { "@id": "http://eol.org/pages/328067/data#data_point_949486", "eol:traitUri": "http://eol.org/resources/704/measurements/neonateheadbodylen38", "@type": "dwc:MeasurementOrFact", "predicate": "body length (VT)", "dwc:measurementType": "http://purl.obolibrary.org/obo/VT_0001256", "value": "183.03", "units": "mm", "eol:dataPointId": 949486, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Neonate Head Body Length: Total length from tip of nose to anus or base of tail of live, freshly-killed, or museum specimens of infants at either a near term embryonic stage, birth, immediately after birth or up to an age of seven days after birth, using captive, wild, provisioned, or unspecified populations; male, female, or sex unspecified individuals; primary, secondary, or extrapolated sources; all measures of central tendency; in all localities. See source for details.", "eolterms:statisticalMethod": "http://eol.org/schema/terms/average", "dwc:measurementValue": "183.03", "dwc:measurementUnit": "http://purl.obolibrary.org/obo/UO_0000016", "dwc:scientificName": "Potos flavus", "dwc:lifeStage": "http://purl.bioontology.org/ontology/CSP/0070-1441" }, { "@id": "http://eol.org/pages/328067/data#data_point_949487", "eol:traitUri": "http://eol.org/resources/704/measurements/neonatalbodymass321", "@type": "dwc:MeasurementOrFact", "predicate": "body mass", "dwc:measurementType": "http://purl.obolibrary.org/obo/VT_0001259", "value": "171.84", "units": "g", "eol:dataPointId": 949487, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Neonatal Body Mass: Mass of live or freshly-killed specimens of infants at either a near term embryonic stage, birth, immediately after birth or up to an age of seven days after birth, using captive, wild, provisioned, or unspecified populations; male, female, or sex unspecified individuals; primary, secondary, or extrapolated sources; all measures of central tendency; in all localities. See source for details.", "eolterms:statisticalMethod": "http://eol.org/schema/terms/average", "dwc:measurementValue": "171.84", "dwc:measurementUnit": "http://purl.obolibrary.org/obo/UO_0000021", "dwc:scientificName": "Potos flavus", "dwc:lifeStage": "http://purl.bioontology.org/ontology/CSP/0070-1441" }, { "@id": "http://eol.org/pages/328067/data#data_point_949492", "eol:traitUri": "http://eol.org/resources/704/measurements/trophiclevel1154", "@type": "dwc:MeasurementOrFact", "predicate": "trophic level", "dwc:measurementType": "http://eol.org/schema/terms/TrophicLevel", "value": "omnivore", "eol:dataPointId": 949492, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Trophic level of each species measured using any qualitative or quantitative dietary measure, over any period of time, using any assessment method, for non-captive or non-provisioned populations; adult or age unspecified individuals, male, female, or sex unspecified individuals; primary, secondary, or extrapolated sources; all measures of central tendency; in all localities. See source for details. Species were defined as (1) http://www.owl-ontologies.com/unnamed.owl#Primary__Herbivore, (2) http://www.owl-ontologies.com/unnamed.owl#Omnivore and (3) http://www.owl-ontologies.com/unnamed.owl#Primary__Carnivore", "dwc:measurementValue": "http://www.owl-ontologies.com/unnamed.owl#Omnivore", "dwc:scientificName": "Potos flavus" }, { "@id": "http://eol.org/pages/328067/data#data_point_949493", "eol:traitUri": "http://eol.org/resources/704/measurements/terrestriality1036", "@type": "dwc:MeasurementOrFact", "predicate": "terrestriality", "dwc:measurementType": "http://eol.org/schema/terms/Terrestriality", "value": "above ground dwelling", "eol:dataPointId": 949493, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Degree of terrestriality of each species measured using any qualitative or quantitative time measure, for non-captive populations; adult or age unspecified individuals, male, female, or sex unspecified individuals; primary, secondary, or extrapolated sources; all measures of central tendency; in all localities. Species were defined as (1) fossorial and/or ground dwelling only and (2) above ground dwelling. See source for details.", "dwc:measurementValue": "http://eol.org/schema/terms/aboveGroundDwelling", "dwc:scientificName": "Potos flavus" }, { "@id": "http://eol.org/pages/328067/data#data_point_949494", "eol:traitUri": "http://eol.org/resources/704/measurements/teatnumber630", "@type": "dwc:MeasurementOrFact", "predicate": "teat number", "dwc:measurementType": "http://purl.obolibrary.org/obo/CMO_0000445", "value": "2", "eol:dataPointId": 949494, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Total number of teats present, using captive, wild, provisioned, or unspecified populations; male, female, or sex unspecified individuals; primary, secondary, or extrapolated sources; all measures of central tendency; in all localities. See source for details.", "eolterms:statisticalMethod": "http://eol.org/schema/terms/average", "dwc:measurementValue": "2", "dwc:scientificName": "Potos flavus" }, { "@id": "http://eol.org/pages/328067/data#data_point_949495", "eol:traitUri": "http://eol.org/resources/704/measurements/hupopdenchange1541", "@type": "dwc:MeasurementOrFact", "predicate": "human population density change", "dwc:measurementType": "http://eol.org/schema/terms/HumanPopulationDensityChange", "value": "0.12", "eol:dataPointId": 949495, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Variables describing the anthropogenic and environmental conditions within the geographic range of a species were generated based on the extent of digital species range maps from Sechrest (2003) converted to the Wilson and Reeder (2005) taxonomy. The species ranges were first gridded at 0.5 degrees using a global geographic projection and species were scored as present in each cell if any of the range intersected that cell. Summary statistics for a species were then calculated by summarizing the value for each anthropogenic and environmental variable (gridded to the same extent) for all the cells the species was present. The summary statistics for each variable was adjusted for the fact that area varies with latitude by multiplying each cell by the area and then dividing by the total area of cells for that variable for a species. Human Population Density Change calculated using the Gridded Population of the World (GPW) (CIESIN and CIAT 2005) for 1990 and 1995 as: (1995–1990)/1990.", "eolterms:statisticalMethod": "http://semanticscience.org/resource/SIO_001109", "dwc:measurementValue": "0.12", "dwc:scientificName": "Potos flavus" }, { "@id": "http://eol.org/pages/328067/data#data_point_949488", "eol:traitUri": "http://eol.org/resources/704/measurements/precipmean1381", "@type": "dwc:MeasurementOrFact", "predicate": "precipitation in geographic range", "dwc:measurementType": "http://eol.org/schema/terms/PrecipitationInRange", "value": "153.67", "units": "millimeters per month", "eol:dataPointId": 949488, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Variables describing the environmental conditions within the geographic range of a species were generated based on the extent of digital species range maps from Sechrest (2003) converted to the Wilson and Reeder (2005) taxonomy. The species ranges were first gridded at 0.5 degrees using a global geographic projection and species were scored as present in each cell if any of the range intersected that cell. Summary statistics for a species were then calculated by summarizing the value for each environmental variable (gridded to the same extent) for all the cells the species was present. The summary statistics for each variable was adjusted for the fact that area varies with latitude by multiplying each cell by the area and then dividing by the total area of cells for that variable for a species. Mean Monthly Precipitation was calculated using data from ftp://ftp.ngdc.noaa.gov/Solid_Earth/Ecosystems/GEDII_a/datasets/a03/lc.htm", "eolterms:statisticalMethod": "http://semanticscience.org/resource/SIO_001109", "dwc:measurementValue": "153.67", "dwc:measurementUnit": "http://eol.org/schema/terms/millimeterspermonth", "dwc:scientificName": "Potos flavus" }, { "@id": "http://eol.org/pages/328067/data#data_point_949489", "eol:traitUri": "http://eol.org/resources/704/measurements/tempmean1181", "@type": "dwc:MeasurementOrFact", "predicate": "temperature in geographic range", "dwc:measurementType": "http://eol.org/schema/terms/TemperatureInRange", "value": "241.49", "units": "0.1°C", "eol:dataPointId": 949489, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Variables describing the environmental conditions within the geographic range of a species were generated based on the extent of digital species range maps from Sechrest (2003) converted to the Wilson and Reeder (2005) taxonomy. The species ranges were first gridded at 0.5 degrees using a global geographic projection and species were scored as present in each cell if any of the range intersected that cell. Summary statistics for a species were then calculated by summarizing the value for each environmental variable (gridded to the same extent) for all the cells the species was present. The summary statistics for each variable was adjusted for the fact that area varies with latitude by multiplying each cell by the area and then dividing by the total area of cells for that variable for a species. Mean Monthly Temperature was calculated using data from ftp://ftp.ngdc.noaa.gov/Solid_Earth/Ecosystems/GEDII_a/datasets/a03/lc.htm", "eolterms:statisticalMethod": "http://semanticscience.org/resource/SIO_001109", "dwc:measurementValue": "241.49", "dwc:measurementUnit": "http://eol.org/schema/terms/onetenthdegreescelsius", "dwc:scientificName": "Potos flavus" }, { "@id": "http://eol.org/pages/328067/data#data_point_949490", "eol:traitUri": "http://eol.org/resources/704/measurements/petmean1637", "@type": "dwc:MeasurementOrFact", "predicate": "potential evapotranspiration rate in geographic range", "dwc:measurementType": "http://eol.org/schema/terms/PETinRange", "value": "1552.99", "units": "millimeters per month", "eol:dataPointId": 949490, "dc:source": "Data set supplied by Kate E. Jones. The data can also be accessed at Ecological Archives E090-184-D1, http://esapubs.org/archive/ecol/E090/184/, http://esapubs.org/archive/ecol/E090/184/PanTHERIA_1-0_WR05_Aug2008.txt", "dc:bibliographicCitation": "Kate E. Jones, Jon Bielby, Marcel Cardillo, Susanne A. Fritz, Justin O'Dell, C. David L. Orme, Kamran Safi, Wes Sechrest, Elizabeth H. Boakes, Chris Carbone, Christina Connolly, Michael J. Cutts, Janine K. Foster, Richard Grenyer, Michael Habib, Christopher A. Plaster, Samantha A. Price, Elizabeth A. Rigby, Janna Rist, Amber Teacher, Olaf R. P. Bininda-Emonds, John L. Gittleman, Georgina M. Mace, and Andy Purvis. 2009. PanTHERIA: a species-level database of life history, ecology, and geography of extant and recently extinct mammals. Ecology 90:2648.", "dwc:measurementMethod": "Variables describing the environmental conditions within the geographic range of a species were generated based on the extent of digital species range maps from Sechrest (2003) converted to the Wilson and Reeder (2005) taxonomy. The species ranges were first gridded at 0.5 degrees using a global geographic projection and species were scored as present in each cell if any of the range intersected that cell. Summary statistics for a species were then calculated by summarizing the value for each environmental variable (gridded to the same extent) for all the cells the species was present. The summary statistics for each variable was adjusted for the fact that area varies with latitude by multiplying each cell by the area and then dividing by the total area of cells for that variable for a species. Mean Monthly PET from 1920 to 1980 (mm) was calculated using the Global Resource Information Database of UNEP and is available from http://www.grid.unep.ch/data/grid/gnv183.php.", "eolterms:statisticalMethod": "http://semanticscience.org/resource/SIO_001109", "dwc:measurementValue": "1552.99", "dwc:measurementUnit": "http://eol.org/schema/terms/millimeterspermonth", "dwc:scientificName": "Potos flavus" }, { "@id": "http://eol.org/pages/328067/data#data_point_3088883", "eol:traitUri": "http://eol.org/resources/691/measurements/69d7a1a9ffaff268e9c33532e53b703d", "@type": "dwc:MeasurementOrFact", "predicate": "total life span", "dwc:measurementType": "http://purl.obolibrary.org/obo/VT_0001661", "value": "38.4", "units": "years", "eol:dataPointId": 3088883, "dc:source": "http://eol.org/resources/691", "eolterms:statisticalMethod": "http://semanticscience.org/resource/SIO_001114", "dwc:measurementValue": "38.4", "dwc:measurementUnit": "http://purl.obolibrary.org/obo/UO_0000036", "dwc:establishmentMeans": "captivity", "dwc:scientificName": "Potos flavus", "dwc:measurementRemarks": "Confidence in the longevity data (data quality) is classified as: 'low' (only used for species without an established maximum longevity in AnAge), 'questionable', 'acceptable' and 'high'. This qualifier is based on the reliability of the original reference from which maximum longevity was obtained, sample size, whether a given species has been studied and reproduces in captivity, and whether there are any conflicting reports.", "http://purl.bioontology.org/ontology/CSP/5004-0024": "acceptable", "eolterms:SampleSize": "medium (100-1000)" }, { "@id": "http://eol.org/pages/328067/data#data_point_3088886", "eol:traitUri": "http://eol.org/resources/691/measurements/5db8448e3c63697d1fc9c7fe858fcb6e", "@type": "dwc:MeasurementOrFact", "predicate": "inter-birth interval", "dwc:measurementType": "http://eol.org/schema/terms/InterBirthInterval", "value": "365", "units": "days", "eol:dataPointId": 3088886, "dc:source": "http://eol.org/resources/691", "dwc:measurementValue": "365", "dwc:measurementUnit": "http://purl.obolibrary.org/obo/UO_0000033", "dwc:scientificName": "Potos flavus", "dwc:measurementRemarks": "Life history data based on reviews and large-scale datasets, see source for details." }, { "@id": "http://eol.org/pages/328067/data#data_point_3088887", "eol:traitUri": "http://eol.org/resources/691/measurements/0f71656d0cadba03f37cfd2a6b7244a0", "@type": "dwc:MeasurementOrFact", "predicate": "prenatal development duration", "dwc:measurementType": "http://eol.org/schema/terms/PrenatalDevelopmentDuration", "value": "115", "units": "days", "eol:dataPointId": 3088887, "dc:source": "http://eol.org/resources/691", "dwc:measurementValue": "115", "dwc:measurementUnit": "http://purl.obolibrary.org/obo/UO_0000033", "dwc:scientificName": "Potos flavus", "dwc:measurementRemarks": "Life history data based on reviews and large-scale datasets, see source for details." }, { "@id": "http://eol.org/pages/328067/data#data_point_3088888", "eol:traitUri": "http://eol.org/resources/691/measurements/f8277fc9a1f3d10916edfd5cffeffdc0", "@type": "dwc:MeasurementOrFact", "predicate": "growth rate", "dwc:measurementType": "http://purl.bioontology.org/ontology/SNOMEDCT/260865002", "value": "0.0102", "units": "per day", "eol:dataPointId": 3088888, "dc:source": "http://eol.org/resources/691", "dwc:measurementMethod": "Growth rate values represent postnatal growth rate and are expressed in days^-1. They were calculated by fitting empirical data taken from published growth curves to sigmoidal growth functions and are considered appropriate for comparative analyses within the same taxonomic class. Please be aware, however, that growth rates for mammals were derived from the Gompertz function while growth rates for birds were derived from the logistic function, so comparisons between the two classes need to take this into account.", "dwc:measurementValue": "0.0102", "dwc:measurementUnit": "http://ncicb.nci.nih.gov/xml/owl/EVS/Thesaurus.owl#C66968", "dwc:scientificName": "Potos flavus", "dwc:measurementRemarks": "Life history data based on reviews and large-scale datasets, see source for details." }, { "@id": "http://eol.org/pages/328067/data#data_point_3088890", "eol:traitUri": "http://eol.org/resources/691/measurements/574019b2a04efde1bc240b5ee4734607", "@type": "dwc:MeasurementOrFact", "predicate": "litters per year", "dwc:measurementType": "http://eol.org/schema/terms/LittersPerYear", "value": "1", "units": "per year", "eol:dataPointId": 3088890, "dc:source": "http://eol.org/resources/691", "dwc:measurementValue": "1", "dwc:measurementUnit": "http://ncicb.nci.nih.gov/xml/owl/EVS/Thesaurus.owl#C74924", "dwc:scientificName": "Potos flavus", "dwc:measurementRemarks": "Life history data based on reviews and large-scale datasets, see source for details." }, { "@id": "http://eol.org/pages/328067/data#data_point_3088898", "eol:traitUri": "http://eol.org/resources/691/measurements/1f5690594d4585ff240eb80832fa545f", "@type": "dwc:MeasurementOrFact", "predicate": "clutch/brood/litter size", "dwc:measurementType": "http://purl.obolibrary.org/obo/VT_0001933", "value": "1", "eol:dataPointId": 3088898, "dc:source": "http://eol.org/resources/691", "dwc:measurementValue": "1", "dwc:scientificName": "Potos flavus", "dwc:measurementRemarks": "Life history data based on reviews and large-scale datasets, see source for details." }, { "@id": "http://eol.org/pages/328067/data#data_point_3088892", "eol:traitUri": "http://eol.org/resources/691/measurements/3f0f0a942ddd9132ceab8114e84932ee", "@type": "dwc:MeasurementOrFact", "predicate": "body temperature", "dwc:measurementType": "http://purl.bioontology.org/ontology/CSP/2871-4249", "value": "309.25", "units": "kelvin", "eol:dataPointId": 3088892, "dc:source": "http://eol.org/resources/691", "dwc:measurementValue": "309.25", "dwc:measurementUnit": "http://purl.obolibrary.org/obo/UO_0000012", "dwc:scientificName": "Potos flavus", "dwc:measurementRemarks": "Life history data based on reviews and large-scale datasets, see source for details." }, { "@id": "http://eol.org/pages/328067/data#data_point_3088893", "eol:traitUri": "http://eol.org/resources/691/measurements/49b449f24f00ed5b02e92bcfc40cb048", "@type": "dwc:MeasurementOrFact", "predicate": "body mass", "dwc:measurementType": "http://purl.obolibrary.org/obo/VT_0001259", "value": "2318", "units": "g", "eol:dataPointId": 3088893, "dc:source": "http://eol.org/resources/691", "dwc:measurementValue": "2318", "dwc:measurementUnit": "http://purl.obolibrary.org/obo/UO_0000021", "dwc:scientificName": "Potos flavus", "dwc:measurementRemarks": "Life history data based on reviews and large-scale datasets, see source for details." }, { "@id": "http://eol.org/pages/328067/data#data_point_3088895", "eol:traitUri": "http://eol.org/resources/691/measurements/c571f299213b2adf9d00ba8c471f34e5", "@type": "dwc:MeasurementOrFact", "predicate": "basal metabolic rate", "dwc:measurementType": "http://purl.bioontology.org/ontology/SNOMEDCT/165109007", "value": "4.294", "units": "Watts", "eol:dataPointId": 3088895, "dc:source": "http://eol.org/resources/691", "dwc:measurementValue": "4.294", "dwc:measurementUnit": "http://purl.obolibrary.org/obo/UO_0000114", "dwc:scientificName": "Potos flavus", "dwc:measurementRemarks": "Life history data based on reviews and large-scale datasets, see source for details." }, { "@id": "http://eol.org/pages/328067/data#data_point_3088877", "eol:traitUri": "http://eol.org/resources/691/measurements/f87d325d2c58bf3d7c2f67e7c93157d9", "@type": "dwc:MeasurementOrFact", "predicate": "weight", "dwc:measurementType": "http://purl.obolibrary.org/obo/PATO_0000128", "value": "175", "units": "g", "eol:dataPointId": 3088877, "dc:source": "http://eol.org/resources/691", "dwc:measurementValue": "175", "dwc:measurementUnit": "http://purl.obolibrary.org/obo/UO_0000021", "dwc:scientificName": "Potos flavus", "dwc:measurementRemarks": "Life history data based on reviews and large-scale datasets, see source for details.", "dwc:lifeStage": "http://purl.obolibrary.org/obo/UBERON_0007221" }, { "@id": "http://eol.org/pages/328067/data#data_point_3088897", "eol:traitUri": "http://eol.org/resources/691/measurements/fcc14c8eaddcf18e4cdb45ea090fc422", "@type": "dwc:MeasurementOrFact", "predicate": "weaning age", "dwc:measurementType": "http://eol.org/schema/terms/WeaningAge", "value": "119", "units": "days", "eol:dataPointId": 3088897, "dc:source": "http://eol.org/resources/691", "dwc:measurementValue": "119", "dwc:measurementUnit": "http://purl.obolibrary.org/obo/UO_0000033", "dwc:scientificName": "Potos flavus", "dwc:measurementRemarks": "Life history data based on reviews and large-scale datasets, see source for details." }, { "@id": "http://eol.org/pages/328067/data#data_point_3088874", "eol:traitUri": "http://eol.org/resources/691/measurements/8a6e95b1e2a88d0d84f6f00cb5d56e00", "@type": "dwc:MeasurementOrFact", "predicate": "onset of fertility", "dwc:measurementType": "http://purl.obolibrary.org/obo/VT_0002683", "value": "550", "units": "days", "eol:dataPointId": 3088874, "dc:source": "http://eol.org/resources/691", "dwc:measurementValue": "550", "dwc:measurementUnit": "http://purl.obolibrary.org/obo/UO_0000033", "dwc:scientificName": "Potos flavus", "dwc:sex": "http://purl.obolibrary.org/obo/PATO_0000384", "dwc:measurementRemarks": "Life history data based on reviews and large-scale datasets, see source for details." }, { "@id": "http://eol.org/pages/328067/data#data_point_3088876", "eol:traitUri": "http://eol.org/resources/691/measurements/17acf3ae09f206eaf581ae826311efd5", "@type": "dwc:MeasurementOrFact", "predicate": "onset of fertility", "dwc:measurementType": "http://purl.obolibrary.org/obo/VT_0002683", "value": "820", "units": "days", "eol:dataPointId": 3088876, "dc:source": "http://eol.org/resources/691", "dwc:measurementValue": "820", "dwc:measurementUnit": "http://purl.obolibrary.org/obo/UO_0000033", "dwc:scientificName": "Potos flavus", "dwc:sex": "http://purl.obolibrary.org/obo/PATO_0000383", "dwc:measurementRemarks": "Life history data based on reviews and large-scale datasets, see source for details." }, { "@id": "http://eol.org/pages/328067/data#data_point_3088879", "eol:traitUri": "http://eol.org/resources/691/measurements/5b43dc69c1b59a20644b6970c8a0e319", "@type": "dwc:MeasurementOrFact", "predicate": "weight", "dwc:measurementType": "http://purl.obolibrary.org/obo/PATO_0000128", "value": "3000", "units": "g", "eol:dataPointId": 3088879, "dc:source": "http://eol.org/resources/691", "dwc:measurementValue": "3000", "dwc:measurementUnit": "http://purl.obolibrary.org/obo/UO_0000021", "dwc:scientificName": "Potos flavus", "dwc:measurementRemarks": "Life history data based on reviews and large-scale datasets, see source for details.", "dwc:lifeStage": "http://www.ebi.ac.uk/efo/EFO_0001272" }, { "@id": "http://eol.org/pages/328067/data#data_point_46140957", "eol:traitUri": "http://eol.org/resources/737/measurements/966ec81d2a39e775ad34a3b8e523f9b6", "@type": "dwc:MeasurementOrFact", "predicate": "conservation status", "dwc:measurementType": "http://rs.tdwg.org/ontology/voc/SPMInfoItems#ConservationStatus", "value": "least concern", "eol:dataPointId": 46140957, "dc:source": "http://eol.org/resources/737", "dwc:measurementValue": "http://eol.org/schema/terms/leastConcern", "dwc:scientificName": "Potos flavus (Schreber, 1774)", "eolterms:Reviewer": "Duckworth, J.W. & Belant, J. (Small Carnivore Red List Authority)", "eolterms:Assessor": "Kays, R., Reid, F., Schipper, J. & Helgen, K.", "eolterms:Version": "3.1", "dwc:measurementRemarks": "Older designation \"Lower Risk/least concern (LR/lc)\" indicates this species has not been reevaluated since 2000", "dwc:measurementDeterminedDate": "2008", "eolterms:resource": "http://eol.org/resources/737" }, { "@id": "http://eol.org/pages/328067/data#data_point_40249312", "eol:traitUri": "http://eol.org/resources/368/measurements/b35f3fd12fbbecc41eedb6b4ea7652d1", "@type": "dwc:MeasurementOrFact", "predicate": "last appearance (younger bound)", "dwc:measurementType": "http://eol.org/schema/terms/paleo_lastapp_la", "value": "0.00000", "units": "million years ago", "eol:dataPointId": 40249312, "dc:source": "http://paleobiodb.org/cgi-bin/bridge.pl?a=checkTaxonInfo&is_real_user=1&taxon_no=232927", "dwc:measurementValue": "0.00000", "dwc:measurementUnit": "http://eol.org/schema/terms/paleo_megaannum", "dwc:scientificName": "Potos flavus", "source": "http://eol.org/resources/368" }, { "@id": "http://eol.org/pages/328067/data#data_point_40249317", "eol:traitUri": "http://eol.org/resources/368/measurements/f249c21fd5bb9770e597a1e64293a884", "@type": "dwc:MeasurementOrFact", "predicate": "last appearance (older bound)", "dwc:measurementType": "http://eol.org/schema/terms/paleo_lastapp_ea", "value": "0.01170", "units": "million years ago", "eol:dataPointId": 40249317, "dc:source": "http://paleobiodb.org/cgi-bin/bridge.pl?a=checkTaxonInfo&is_real_user=1&taxon_no=232927", "dwc:measurementValue": "0.01170", "dwc:measurementUnit": "http://eol.org/schema/terms/paleo_megaannum", "dwc:scientificName": "Potos flavus", "source": "http://eol.org/resources/368" }, { "@id": "http://eol.org/pages/328067/data#data_point_40249322", "eol:traitUri": "http://eol.org/resources/368/measurements/5aef940a41d48a35372e15947121ce45", "@type": "dwc:MeasurementOrFact", "predicate": "first appearance (younger bound)", "dwc:measurementType": "http://eol.org/schema/terms/paleo_firstapp_la", "value": "0.00000", "units": "million years ago", "eol:dataPointId": 40249322, "dc:source": "http://paleobiodb.org/cgi-bin/bridge.pl?a=checkTaxonInfo&is_real_user=1&taxon_no=232927", "dwc:measurementValue": "0.00000", "dwc:measurementUnit": "http://eol.org/schema/terms/paleo_megaannum", "dwc:scientificName": "Potos flavus", "source": "http://eol.org/resources/368" }, { "@id": "http://eol.org/pages/328067/data#data_point_40249328", "eol:traitUri": "http://eol.org/resources/368/measurements/7b4c920f5e3e016ead1da9ea23ffcd70", "@type": "dwc:MeasurementOrFact", "predicate": "first appearance (older bound)", "dwc:measurementType": "http://eol.org/schema/terms/paleo_firstapp_ea", "value": "0.01170", "units": "million years ago", "eol:dataPointId": 40249328, "dc:source": "http://paleobiodb.org/cgi-bin/bridge.pl?a=checkTaxonInfo&is_real_user=1&taxon_no=232927", "dwc:measurementValue": "0.01170", "dwc:measurementUnit": "http://eol.org/schema/terms/paleo_megaannum", "dwc:scientificName": "Potos flavus", "source": "http://eol.org/resources/368" }, { "@id": "http://eol.org/pages/328067/data#data_point_40249333", "eol:traitUri": "http://eol.org/resources/368/measurements/98147ab94f92c0ef38533f438080e674", "@type": "dwc:MeasurementOrFact", "predicate": "extinction status", "dwc:measurementType": "http://eol.org/schema/terms/ExtinctionStatus", "value": "extant", "eol:dataPointId": 40249333, "dc:source": "http://paleobiodb.org/cgi-bin/bridge.pl?a=checkTaxonInfo&is_real_user=1&taxon_no=232927", "dwc:measurementValue": "http://eol.org/schema/terms/extant", "dwc:scientificName": "Potos flavus", "source": "http://eol.org/resources/368" }, { "@id": "http://eol.org/pages/328067/data#data_point_11702613", "eol:traitUri": "http://eol.org/resources/708/measurements/fef39468699915157bfc2225cd8834c8", "@type": "dwc:MeasurementOrFact", "predicate": "habitat", "dwc:measurementType": 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Constraints and flexibility in mammalian social behaviour: introduction and synthesis. Phil. Trans. R. Soc. B 2013 368 20120337; DOI: 10.1098/rstb.2012.0337", "dwc:measurementValue": "http://eol.org/schema/terms/noSocialGroupLiving", "dwc:scientificName": "Potos flavus", "dwc:measurementRemarks": "Is the social system of the species group-living

Individuals do not live in social groups", "eolterms:resource": "http://eol.org/resources/948" }, { "@id": "http://eol.org/pages/328067/data#data_point_45608451", "eol:traitUri": "http://eol.org/resources/948/measurements/m_002727", "@type": "dwc:MeasurementOrFact", "predicate": "Mating System", "dwc:measurementType": "http://eol.org/schema/terms/MatingSystem", "value": "Not Monogamous", "eol:dataPointId": 45608451, "eol:reference/full_reference": "Dalerum, F. (2007). Phylogenetic reconstruction of carnivore social organizations, Journal of Zoology 273: 90-97.", "dc:bibliographicCitation": "Kappeler PM, Barrett L, Blumstein DT, Clutton-Brock TH. 2013. Constraints and flexibility in mammalian social behaviour: introduction and synthesis. Phil. Trans. R. Soc. B 2013 368 20120337; DOI: 10.1098/rstb.2012.0337", "dwc:measurementValue": "http://eol.org/schema/terms/notMonogamous", "dwc:scientificName": "Potos flavus", "dwc:measurementRemarks": "Is the social system of the species monogamy

Individuals do not live socially monogamous", "eolterms:resource": "http://eol.org/resources/948" }, { "@id": "http://eol.org/pages/328067/data#data_point_45608450", "eol:traitUri": "http://eol.org/resources/948/measurements/m_000182", "@type": "dwc:MeasurementOrFact", "predicate": "Social System", "dwc:measurementType": "http://eol.org/schema/terms/SocialSystem", "value": "Solitary", "eol:dataPointId": 45608450, "eol:reference/full_reference": "Dalerum, F. (2007). Phylogenetic reconstruction of carnivore social organizations, Journal of Zoology 273: 90-97.", "dc:bibliographicCitation": "Kappeler PM, Barrett L, Blumstein DT, Clutton-Brock TH. 2013. Constraints and flexibility in mammalian social behaviour: introduction and synthesis. Phil. Trans. R. Soc. B 2013 368 20120337; DOI: 10.1098/rstb.2012.0337", "dwc:measurementValue": "http://eol.org/schema/terms/solitary", "dwc:scientificName": "Potos flavus", "dwc:measurementRemarks": "Is the social system of the species solitary living

Individuals live in individual non-shared homeranges", "eolterms:resource": "http://eol.org/resources/948" }, { "@id": "http://eol.org/pages/328067/data#data_point_46312725", "eol:traitUri": "http://eol.org/resources/1018/measurements/m_007817", "@type": "dwc:MeasurementOrFact", "predicate": "parental care", "dwc:measurementType": "http://www.owl-ontologies.com/unnamed.owl#Parental_investment", "value": "No Paternal Care", "eol:dataPointId": 46312725, "eol:reference/full_reference": "Dalerum, F. (2007). Phylogenetic reconstruction of carnivore social organizations, Journal of Zoology 273: 90-97.", "dc:bibliographicCitation": "Kappeler PM, Barrett L, Blumstein DT, Clutton-Brock TH. 2013. Constraints and flexibility in mammalian social behaviour: introduction and synthesis. Phil. Trans. R. Soc. B 2013 368 20120337; DOI: 10.1098/rstb.2012.0337", "dwc:measurementMethod": "Do males carry or feed offspring", "dwc:measurementValue": "http://eol.org/schema/terms/noPaternalCare", "dwc:scientificName": "Potos flavus", "dwc:measurementRemarks": "Extensive paternal care has not been reported", "eolterms:resource": "http://eol.org/resources/1018" }, { "@id": "http://eol.org/pages/328067/data#data_point_46312724", "eol:traitUri": "http://eol.org/resources/1018/measurements/m_005272", "@type": "dwc:MeasurementOrFact", "predicate": "Social System", "dwc:measurementType": "http://eol.org/schema/terms/SocialSystem", "value": "No Social Group Living", "eol:dataPointId": 46312724, "eol:reference/full_reference": "Dalerum, F. (2007). Phylogenetic reconstruction of carnivore social organizations, Journal of Zoology 273: 90-97.", "dc:bibliographicCitation": "Kappeler PM, Barrett L, Blumstein DT, Clutton-Brock TH. 2013. Constraints and flexibility in mammalian social behaviour: introduction and synthesis. Phil. Trans. R. Soc. B 2013 368 20120337; DOI: 10.1098/rstb.2012.0337", "dwc:measurementValue": "http://eol.org/schema/terms/noSocialGroupLiving", "dwc:scientificName": "Potos flavus", "dwc:measurementRemarks": "Is the social system of the species group-living

Individuals do not live in social groups", "eolterms:resource": "http://eol.org/resources/1018" }, { "@id": "http://eol.org/pages/328067/data#data_point_46312723", "eol:traitUri": "http://eol.org/resources/1018/measurements/m_002727", "@type": "dwc:MeasurementOrFact", "predicate": "Mating System", "dwc:measurementType": "http://eol.org/schema/terms/MatingSystem", "value": "Not Monogamous", "eol:dataPointId": 46312723, "eol:reference/full_reference": "Dalerum, F. (2007). Phylogenetic reconstruction of carnivore social organizations, Journal of Zoology 273: 90-97.", "dc:bibliographicCitation": "Kappeler PM, Barrett L, Blumstein DT, Clutton-Brock TH. 2013. Constraints and flexibility in mammalian social behaviour: introduction and synthesis. Phil. Trans. R. Soc. B 2013 368 20120337; DOI: 10.1098/rstb.2012.0337", "dwc:measurementValue": "http://eol.org/schema/terms/notMonogamous", "dwc:scientificName": "Potos flavus", "dwc:measurementRemarks": "Is the social system of the species monogamy

Individuals do not live socially monogamous", "eolterms:resource": "http://eol.org/resources/1018" }, { "@id": "http://eol.org/pages/328067/data#data_point_46312722", "eol:traitUri": "http://eol.org/resources/1018/measurements/m_000182", "@type": "dwc:MeasurementOrFact", "predicate": "Social System", "dwc:measurementType": "http://eol.org/schema/terms/SocialSystem", "value": "Solitary", "eol:dataPointId": 46312722, "eol:reference/full_reference": "Dalerum, F. (2007). Phylogenetic reconstruction of carnivore social organizations, Journal of Zoology 273: 90-97.", "dc:bibliographicCitation": "Kappeler PM, Barrett L, Blumstein DT, Clutton-Brock TH. 2013. Constraints and flexibility in mammalian social behaviour: introduction and synthesis. Phil. Trans. R. Soc. B 2013 368 20120337; DOI: 10.1098/rstb.2012.0337", "dwc:measurementValue": "http://eol.org/schema/terms/solitary", "dwc:scientificName": "Potos flavus", "dwc:measurementRemarks": "Is the social system of the species solitary living

Individuals live in individual non-shared homeranges", "eolterms:resource": "http://eol.org/resources/1018" }, { "@id": "http://eol.org/pages/328067/data#data_point_46323174", "eol:traitUri": "http://eol.org/resources/1020/measurements/m_00997", "@type": "dwc:MeasurementOrFact", "predicate": "body mass", "dwc:measurementType": "http://purl.obolibrary.org/obo/VT_0001259", "value": "3000", "units": "g", "eol:dataPointId": 46323174, "eol:reference/full_reference": "Eisenberg, J. F. 1989. Mammals of the Neotropics. Vol. 1. University of Chicago Press, Chicago, Illinois, USA.", "dc:bibliographicCitation": "S. K. Morgan Ernest. 2003. Life history characteristics of placental non-volant mammals. Ecology 84:3402.", "dwc:measurementMethod": "Average mass of a non-pregnant adult female", "eolterms:statisticalMethod": "http://eol.org/schema/terms/average", "dwc:measurementValue": "3000", "dwc:measurementUnit": "http://purl.obolibrary.org/obo/UO_0000021", "dwc:scientificName": "Potos flavus", "dwc:sex": "http://purl.obolibrary.org/obo/PATO_0000383", "eolterms:resource": "http://eol.org/resources/1020" }, { "@id": "http://eol.org/pages/328067/data#data_point_46324832", "eol:traitUri": "http://eol.org/resources/1020/measurements/m_02675", "@type": "dwc:MeasurementOrFact", "predicate": "weaning age", "dwc:measurementType": "http://eol.org/schema/terms/WeaningAge", "value": "3.35", "units": "months", "eol:dataPointId": 46324832, "eol:reference/full_reference": "Eisenberg, J. F. 1989. Mammals of the Neotropics. Vol. 1. University of Chicago Press, Chicago, Illinois, USA.", "dc:bibliographicCitation": "S. K. Morgan Ernest. 2003. Life history characteristics of placental non-volant mammals. Ecology 84:3402.", "dwc:measurementMethod": "Average age (measured from birth) when offspring begins eating solid food", "eolterms:statisticalMethod": "http://eol.org/schema/terms/average", "dwc:measurementValue": "3.35", "dwc:measurementUnit": "http://purl.obolibrary.org/obo/UO_0000035", "dwc:scientificName": "Potos flavus", "eolterms:resource": "http://eol.org/resources/1020" }, { "@id": "http://eol.org/pages/328067/data#data_point_46324275", "eol:traitUri": "http://eol.org/resources/1020/measurements/m_02098", "@type": "dwc:MeasurementOrFact", "predicate": "gestation period duration", "dwc:measurementType": "http://purl.obolibrary.org/obo/VT_0002292", "value": "3.84", "units": "months", "eol:dataPointId": 46324275, "eol:reference/full_reference": "Eisenberg, J. F. 1989. Mammals of the Neotropics. Vol. 1. University of Chicago Press, Chicago, Illinois, USA.", "dc:bibliographicCitation": "S. K. Morgan Ernest. 2003. Life history characteristics of placental non-volant mammals. Ecology 84:3402.", "dwc:measurementMethod": "Average length of time for the gestation of a live offspring. Delayed implantation not included in gestation length", "eolterms:statisticalMethod": "http://eol.org/schema/terms/average", "dwc:measurementValue": "3.84", "dwc:measurementUnit": "http://purl.obolibrary.org/obo/UO_0000035", "dwc:scientificName": "Potos flavus", "eolterms:resource": "http://eol.org/resources/1020" }, { "@id": "http://eol.org/pages/328067/data#data_point_46327157", "eol:traitUri": "http://eol.org/resources/1020/measurements/m_05000", "@type": "dwc:MeasurementOrFact", "predicate": "clutch/brood/litter size", "dwc:measurementType": "http://purl.obolibrary.org/obo/VT_0001933", "value": "1", "eol:dataPointId": 46327157, "eol:reference/full_reference": "Eisenberg, J. F. 1989. Mammals of the Neotropics. Vol. 1. University of Chicago Press, Chicago, Illinois, USA.", "dc:bibliographicCitation": "S. K. Morgan Ernest. 2003. Life history characteristics of placental non-volant mammals. Ecology 84:3402.", "dwc:measurementMethod": "Average number of live offspring produced in one litter", "eolterms:statisticalMethod": "http://eol.org/schema/terms/average", "dwc:measurementValue": "1", "dwc:scientificName": "Potos flavus", "eolterms:resource": "http://eol.org/resources/1020" }, { "@id": "http://eol.org/pages/328067/data#data_point_46326558", "eol:traitUri": "http://eol.org/resources/1020/measurements/m_04401", "@type": "dwc:MeasurementOrFact", "predicate": "life span", "dwc:measurementType": "http://purl.obolibrary.org/obo/PATO_0000050", "value": "384", "units": "months", "eol:dataPointId": 46326558, "eol:reference/full_reference": "Eisenberg, J. F. 1989. Mammals of the Neotropics. Vol. 1. University of Chicago Press, Chicago, Illinois, USA.", "dc:bibliographicCitation": "S. K. Morgan Ernest. 2003. Life history characteristics of placental non-volant mammals. Ecology 84:3402.", "dwc:measurementMethod": "Maximum length of time a member of either sex has been observed to live", "eolterms:statisticalMethod": "http://semanticscience.org/resource/SIO_001114", "dwc:measurementValue": "384", "dwc:measurementUnit": "http://purl.obolibrary.org/obo/UO_0000035", "dwc:scientificName": "Potos flavus", "eolterms:resource": "http://eol.org/resources/1020" }, { "@id": "http://eol.org/pages/328067/data#data_point_46325754", "eol:traitUri": "http://eol.org/resources/1020/measurements/m_03597", "@type": "dwc:MeasurementOrFact", "predicate": "age at first reproduction", "dwc:measurementType": "http://polytraits.lifewatchgreece.eu/terms/MAT", "value": "27.65", "units": "months", "eol:dataPointId": 46325754, "eol:reference/full_reference": "Eisenberg, J. F. 1989. Mammals of the Neotropics. Vol. 1. University of Chicago Press, Chicago, Illinois, USA.", "dc:bibliographicCitation": "S. K. Morgan Ernest. 2003. Life history characteristics of placental non-volant mammals. Ecology 84:3402.", "dwc:measurementMethod": "Average age when female typically conceives her first offspring", "eolterms:statisticalMethod": "http://eol.org/schema/terms/average", "dwc:measurementValue": "27.65", "dwc:measurementUnit": "http://purl.obolibrary.org/obo/UO_0000035", "dwc:scientificName": "Potos flavus", "eolterms:resource": "http://eol.org/resources/1020" }, { "@id": "http://eol.org/pages/328067/data#data_point_44919889", "eol:traitUri": "http://eol.org/resources/1004/measurements/m3776", "@type": "dwc:MeasurementOrFact", "predicate": "trophic level", "dwc:measurementType": "http://www.wikidata.org/entity/Q1053008", "value": "omnivore", "eol:dataPointId": 44919889, "dc:source": "Kissling WD, Dalby L, Fløjgaard C, Lenoir J, Sandel B, Sandom C, Trøjelsgaard K, Svenning J-C (2014) Data from: Establishing macroecological trait datasets: digitalization, extrapolation, and validation of diet preferences in terrestrial mammals worldwide. Dryad Digital Repository. http://dx.doi.org/10.5061/dryad.6cd0v", "eol:reference/full_reference": "Nowak, R. M. 1999. Walker’s mammals of the world. Volume 1 & 2. Johns Hopkins University Press, Baltimore.", "dc:bibliographicCitation": "Kissling, W.D., Dalby, L., Fløjgaard, C., Lenoir, J., Sandel., B., Sandom, C., Trøjelsgaard, K. & Svenning, J.-C.: Establishing macroecological trait datasets: digitalization, extrapolation, and validation of diet preferences in terrestrial mammals worldwide. Ecology and Evolution DOI: 10.1002/ece3.1136", "dwc:measurementValue": "http://www.wikidata.org/entity/Q164509", "dwc:scientificName": "Potos flavus", "eolterms:resource": "http://eol.org/resources/1004" }, { "@id": "http://eol.org/pages/328067/data#data_point_44926239", "eol:traitUri": "http://eol.org/resources/1004/measurements/m10127", "@type": "dwc:MeasurementOrFact", "predicate": "diet includes", "dwc:measurementType": "http://eol.org/schema/terms/Diet", "value": "vertebrates", "eol:dataPointId": 44926239, "dc:source": "Kissling WD, Dalby L, Fløjgaard C, Lenoir J, Sandel B, Sandom C, Trøjelsgaard K, Svenning J-C (2014) Data from: Establishing macroecological trait datasets: digitalization, extrapolation, and validation of diet preferences in terrestrial mammals worldwide. Dryad Digital Repository. http://dx.doi.org/10.5061/dryad.6cd0v", "eol:reference/full_reference": "Nowak, R. M. 1999. Walker’s mammals of the world. Volume 1 & 2. Johns Hopkins University Press, Baltimore.", "dc:bibliographicCitation": "Kissling, W.D., Dalby, L., Fløjgaard, C., Lenoir, J., Sandel., B., Sandom, C., Trøjelsgaard, K. & Svenning, J.-C.: Establishing macroecological trait datasets: digitalization, extrapolation, and validation of diet preferences in terrestrial mammals worldwide. Ecology and Evolution DOI: 10.1002/ece3.1136", "dwc:measurementMethod": "#REF!#REF!#REF!#REF!", "dwc:measurementValue": "http://eol.org/schema/terms/vertebrate", "dwc:scientificName": "Potos flavus", "eolterms:resource": "http://eol.org/resources/1004" }, { "@id": "http://eol.org/pages/328067/data#data_point_44934780", "eol:traitUri": "http://eol.org/resources/1004/measurements/m18668", "@type": "dwc:MeasurementOrFact", "predicate": "primary diet", "dwc:measurementType": "http://eol.org/schema/terms/PrimaryDiet", "value": "plants", "eol:dataPointId": 44934780, "dc:source": "Kissling WD, Dalby L, Fløjgaard C, Lenoir J, Sandel B, Sandom C, Trøjelsgaard K, Svenning J-C (2014) Data from: Establishing macroecological trait datasets: digitalization, extrapolation, and validation of diet preferences in terrestrial mammals worldwide. Dryad Digital Repository. http://dx.doi.org/10.5061/dryad.6cd0v", "eol:reference/full_reference": "Nowak, R. M. 1999. Walker’s mammals of the world. Volume 1 & 2. Johns Hopkins University Press, Baltimore.", "dc:bibliographicCitation": "Kissling, W.D., Dalby, L., Fløjgaard, C., Lenoir, J., Sandel., B., Sandom, C., Trøjelsgaard, K. & Svenning, J.-C.: Establishing macroecological trait datasets: digitalization, extrapolation, and validation of diet preferences in terrestrial mammals worldwide. Ecology and Evolution DOI: 10.1002/ece3.1136", "dwc:measurementMethod": "#REF!#REF!#REF!#REF!", "dwc:measurementValue": "http://eol.org/schema/terms/plant", "dwc:scientificName": "Potos flavus", "eolterms:resource": "http://eol.org/resources/1004" }, { "@id": "http://eol.org/pages/328067/data#data_point_44893421", "eol:traitUri": "http://eol.org/resources/1003/measurements/m3776", "@type": "dwc:MeasurementOrFact", "predicate": "Q1056783", "dwc:measurementType": "http://www.wikidata.org/entity/Q1056783", "value": "omnivore", "eol:dataPointId": 44893421, "dc:source": "Kissling WD, Dalby L, Fløjgaard C, Lenoir J, Sandel B, Sandom C, Trøjelsgaard K, Svenning J-C (2014) Data from: Establishing macroecological trait datasets: digitalization, extrapolation, and validation of diet preferences in terrestrial mammals worldwide. Dryad Digital Repository. http://dx.doi.org/10.5061/dryad.6cd0v", "eol:reference/full_reference": "Nowak, R. M. 1999. Walker’s mammals of the world. Volume 1 & 2. Johns Hopkins University Press, Baltimore.", "dc:bibliographicCitation": "Kissling, W.D., Dalby, L., Fløjgaard, C., Lenoir, J., Sandel., B., Sandom, C., Trøjelsgaard, K. & Svenning, J.-C.: Establishing macroecological trait datasets: digitalization, extrapolation, and validation of diet preferences in terrestrial mammals worldwide. Ecology and Evolution DOI: 10.1002/ece3.1136.", "dwc:measurementValue": "http://www.wikidata.org/entity/Q164509", "dwc:scientificName": "Potos flavus", "eolterms:resource": "http://eol.org/resources/1003" } ] } }

If I paste this into the JSON-LD playground and try and convert it to N-Quads I get a flurry of errors. Here are some of the problems (see also EOL JSON-LD not valid #352:

The @id for the EOL taxon is a number instead of a URI

The field "@id": 328067 should be "@id": "http://eol.org/pages/328067". Identifiers on the Semantic Web are URIs not numbers.

Vernacular names can't have additional fields

EOL sometimes indicates the preferred vernacular name like this:
      {
        "@language": "es",
        "@value": "Ak' a' mash",
        "gbif:isPreferredName": true
      },
This is not valid syntax and breaks RDF parsers.

URIs as strings

In several places EOL outputs URIs as simple strings rather than as URIs. For example, to indicate that the parent taxon of Potos flavus is the genus Potos the JSON-LD has:
"dwc:parentNameUsageID": "http://eol.org/pages/14191",
But this is simply saying that the string value for "dwc:parentNameUsageID" is "http://eol.org/pages/14191". In JSON-LD this should be:

"dwc:parentNameUsageID":{"@id":"http:\/\/eol.org\/pages\/14191"}

This syntax ensures that http://eol.org/pages/14191 is interpreted as a URI, which also means clients "know" that they can resolve that URI to get more information.

Predicates with missing (hence wrong) namespace

A number of predicates in the JSON-LD don't have a namespace specified, hence they default to being part of the schema.org vocabulary. For example, this statement:

"scientificName": "Potos flavus (Schreber, 1774)",

results in "scientificName" being interpreted as "http://schema.org/scientificName" (because "http://schema.org/" is set as the default @vocab). This is incorrect, "scientificName" should be "dwc:scientificName".

Then there are predicates such as "predicate" and "value" in the data sections that missing the correct namespace (in this case http://www.w3.org/1999/02/22-rdf-syntax-ns#). For example,

{ "@id": "http://eol.org/pages/328067/data#data_point_46140963", "eol:traitUri": "http://eol.org/resources/737/measurements/e5775a49cc4bbe3f3ae5c391776a467a", "@type": "dwc:MeasurementOrFact", "predicate": "population trend", "dwc:measurementType": "http://iucn.org/population_trend", "value": "Decreasing", "eol:dataPointId": 46140963, "dc:source": "http://eol.org/resources/737", "dwc:measurementValue": "Decreasing", "dwc:scientificName": "Potos flavus (Schreber, 1774)", "eolterms:resource": "http://eol.org/resources/737" }
(This example also has URIs as dumb strings, not as URIs).

Anyone constructing, say, SPARQL queries on this data is going to be using terms such as predicate that don't exist.

Some data records have the predicate "units" - I haven't yet figured out what, if any, vocabulary that predicate comes from.

Summary

I think TraitBank has a lot of potential, and welcome the use of JSON-LD and the schema.org vocabulary. These are both steps forward in the goal of interoperable biodiversity data. But this data will only become interoperable if we take care to ensure that the data we output is what we say it is. EOL TraitBank JSON-LD isn't valid JSON-LD. This also illustrates a bigger problem, we are continually building systems that don't have users. If anyone was using TraitBank JSON-LD with standard Semantic Web clients, they would be up in arms about this. The best way to avoid these situations is for the developers to be users as well (see GBIF, biodiversity informatics and the "platform rant"). Until we "dog food" our own services we will continue to produce data and services that are less than useful. If EOL was itself built on TraitBank, I doubt we'd have these problems.