cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.u9ftfa
title: Occurrence Download

description: A dataset containing 12213544 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Ecuador"
 ]
}

 The dataset includes 12213544 records from 1969 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004471-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h3z3wy
title: Occurrence Download

description: A dataset containing 43368 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-5.542 30.188,36.292 30.188,36.292 45.979,-5.542 45.979,-5.542 30.188))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cnidaria",
 "Year 1999-2019"
 ]
}

 The dataset includes 43368 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0214294-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4v32dj
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cryptoniscidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 33 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023868-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9h3422
title: Occurrence Download

description: A dataset containing 36328181 species occurrences available in GBIF matching the query:
{
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Occurrence evidence"
 ]
}

 The dataset includes 36328181 records from 1503 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0214331-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6zfybc
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IND",
 "TaxonKey is Asphodelus tenuifolius Cav.",
 "Year 2002-2022"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0266131-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kwp4sk
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Psathyrella sphagnicola (Maire) J.Favre, Psathyrella vernalis Velen.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 128 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0325477-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.setr5u
title: Occurrence Download

description: A dataset containing 186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-23.0",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Boa imperator Daudin, 1803",
 "Year 2022-2023"
 ]
}

 The dataset includes 186 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013716-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.unndzp
title: Occurrence Download

description: A dataset containing 196106 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paroaria coronata (J.F.Miller, 1776)"
 ]
}

 The dataset includes 196106 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203997-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4wdeq4
title: Occurrence Download

description: A dataset containing 1278 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Podiceps grisegena (Boddaert, 1783)",
 "Year 2011-2018"
 ]
}

 The dataset includes 1278 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0176444-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a2ptds
title: Occurrence Download

description: A dataset containing 903 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erimystax dissimilis (Kirtland, 1840)"
 ]
}

 The dataset includes 903 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0328311-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kgzwv8
title: Occurrence Download

description: A dataset containing 3762 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Plathymenia reticulata Benth., Plathymenia foliolosa Benth., Plathymenia foliolosa var. paraguariensis Chodat & Hassl.)"
 ]
}

 The dataset includes 3762 records from 161 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018564-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.894q4z
title: Occurrence Download

description: A dataset containing 622 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pycnopygius cinereus (P.L.Sclater, 1874)"
 ]
}

 The dataset includes 622 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0380656-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ckvca3
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IND",
 "TaxonKey is Bambusa arundinacea Wight ex Steud., 1840",
 "Year 2002-2022"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0266126-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9392b9
title: Occurrence Download

description: A dataset containing 145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is September",
 "TaxonKey is Didelphis virginiana Kerr, 1792",
 "Year 2005-2023"
 ]
}

 The dataset includes 145 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013730-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9wvbgh
title: Occurrence Download

description: A dataset containing 37458 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Queensland Marine Sediment",
 "Country is Australia"
 ]
}

 The dataset includes 37458 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0328383-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.berh9m
title: Occurrence Download

description: A dataset containing 15592 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Onychognathus tristramii (P.L.Sclater, 1858)"
 ]
}

 The dataset includes 15592 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0399679-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqu3an
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tabebuia ricardii M.M.Mejía"
 ]
}

 The dataset includes 16 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016268-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fvap6n
title: Occurrence Download

description: A dataset containing 5955 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Baiomys musculus (Merriam, 1892)"
 ]
}

 The dataset includes 5955 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0354006-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vjngqy
title: Occurrence Download

description: A dataset containing 42680 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is greater than or equal to 1970",
 "TaxonKey is Culex quinquefasciatus Say, 1823",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 42680 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0435497-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.unjkpp
title: Occurrence Download

description: A dataset containing 840 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "TaxonKey is Pinus lumholtzii B.L.Rob & Fernald"
 ]
}

 The dataset includes 840 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018565-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5d5rj
title: Occurrence Download

description: A dataset containing 162 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is greater than or equal to 1970",
 "TaxonKey is Culicoides brevitarsis Kieffer, 1917",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 162 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0435506-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f46dfr
title: Occurrence Download

description: A dataset containing 525 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Protodontia piceicola (Kühner ex Bourdot) G.W.Martin, Psathyrella cotonea (Quél.) Konrad & Maubl.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 525 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0165778-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.925427
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1000000.0",
 "Month is February",
 "OccurrenceStatus is Present",
 "TaxonKey is Bothrops asper (Garman, 1883)",
 "Year 1000-1960"
 ]
}

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013722-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mdhueq
title: Occurrence Download

description: A dataset containing 8089047 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pieridae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8089047 records from 4749 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002335-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zdbpt
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Norops woodi (Dunn, 1940)"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001222-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13989065
title: Very New

description: Very New
DOI: 10.5281/zenodo.13989066
title: Very New

description: Very New
DOI: 10.15468/dl.urtcs5
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Norops yoroensis Mccranie, Nicholson & Köhler, 2001"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001224-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zt23ft
title: Occurrence Download

description: A dataset containing 29450 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dalechampia Plum. ex L."
 ]
}

 The dataset includes 29450 records from 484 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001225-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.npg8vr
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Omoadiphas aurula Köhler, Mccranie & Wilson, 2001"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001227-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13989068
title: Stack Overflow's Hidden Nuances: How Does Zip Code Define User Contribution? – Replication Package

description: Collective intelligence constitutes a foundational element within online community question-and-answering (CQA) platforms, such as Stack Overflow, being the source of most programming-related issues. Despite this relevance, concerns remain regarding issues surrounding user participation. Precedent research tends to focus on simple numerical measurements to analyse participation, which may sideline the inherent, subtler aspects.

The proposed study aims to bridge this gap by operationalising 11 distinct metrics to represent user participation, behaviour, and community value across different regions of the USA. The study also conducts inductive content analysis to understand the impact of regional contextual factors on users' knowledge sharing patterns.

This replication package is provided for those interested in further examining our research methodology.
DOI: 10.5281/zenodo.13989069
title: Stack Overflow's Hidden Nuances: How Does Zip Code Define User Contribution? – Replication Package

description: Collective intelligence constitutes a foundational element within online community question-and-answering (CQA) platforms, such as Stack Overflow, being the source of most programming-related issues. Despite this relevance, concerns remain regarding issues surrounding user participation. Precedent research tends to focus on simple numerical measurements to analyse participation, which may sideline the inherent, subtler aspects.

The proposed study aims to bridge this gap by operationalising 11 distinct metrics to represent user participation, behaviour, and community value across different regions of the USA. The study also conducts inductive content analysis to understand the impact of regional contextual factors on users' knowledge sharing patterns.

This replication package is provided for those interested in further examining our research methodology.
DOI: 10.5281/zenodo.12528168
title: Data and code for FishMIP global marine ecosystem model ensemble projections summarised by countries and territories and other selected marine spatial regions.

description: R code to extract and create data tables and summary plots of FishMIP mean ensemble projections provided are for percentage change in "exploitable fish biomass", which is a proxy for the biomass available to fisheries, consisting of marine animals spanning the size range 10 g to 100 kg: this is typically dominated by fish, but is also inclusive of other animals such as crustaceans and cephalopods.

This release contains scripts and summary data for producing figures in Part A of the following report:

Blanchard, J.L., Novaglio, C., eds. (2024). Climate change risks to marine ecosystems and fisheries: Future projections from the Fisheries and Marine Ecosystems Model Intercomparison Project. FAO Fisheries and Aquaculture Technical Paper No. 707. Rome, FAO.

Please refer to the above report to cite and for more information.

The summary data are here:

https://github.com/Fish-MIP/FAO_Report/blob/main/data/table_stats_formatted_admin_full.csv

Where the column 'spatial_scale' refers to the type of aggregation:

FAO_area = High Sea areas grouped by FAO Major Fishing Areas

countries = Exclusive Economic Zones

countries_admin = Exclusive Economic Zones results aggregated into Administrative Countries

Please note that these results can also be visualised and downloaded from our shiny app: https://rstudio.global-ecosystem-model.cloud.edu.au/shiny/FAO_report_shiny/
DOI: 10.5281/zenodo.13988998
title: Data and code for FishMIP global marine ecosystem model ensemble projections summarised by countries and territories and other selected marine spatial regions.

description: R code to extract and create data tables and summary plots of FishMIP mean ensemble projections provided are for percentage change in "exploitable fish biomass", which is a proxy for the biomass available to fisheries, consisting of marine animals spanning the size range 10 g to 100 kg: this is typically dominated by fish, but is also inclusive of other animals such as crustaceans and cephalopods.

This release contains scripts and summary data for producing figures in Part A of the following report:

Blanchard, J.L., Novaglio, C., eds. (2024). Climate change risks to marine ecosystems and fisheries: Future projections from the Fisheries and Marine Ecosystems Model Intercomparison Project. FAO Fisheries and Aquaculture Technical Paper No. 707. Rome, FAO.

Please refer to the above report to cite and for more information.

The summary data are here:

https://github.com/Fish-MIP/FAO_Report/blob/main/data/table_stats_formatted_admin_full.csv

Where the column 'spatial_scale' refers to the type of aggregation:

FAO_area = High Sea areas grouped by FAO Major Fishing Areas

countries = Exclusive Economic Zones

countries_admin = Exclusive Economic Zones results aggregated into Administrative Countries

Please note that these results can also be visualised and downloaded from our shiny app: https://rstudio.global-ecosystem-model.cloud.edu.au/shiny/FAO_report_shiny/
DOI: 10.15468/dl.ux3v7d
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Omoadiphas texiguatensis Mccranie & Castaneda, 2004"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001228-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r4pqbu
title: Occurrence Download

description: A dataset containing 323360 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-82.65855 27.40808, -82.49022 27.40808, -82.49022 27.54352, -82.65855 27.54352, -82.65855 27.40808))",
 "Year is greater than or equal to 2013",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 323360 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001221-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.