cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25919/a3fc-q933
title: Aggregate Ecosystem Groups for the National Climate Risk Assessment

description: For the National Climate Risk Assessment (NCRA), Australia’s ecosystems were divided into groups defined by their broad vegetation types. Referred to as “Aggregate Ecosystem Groups” or AEGs. These AEGs were determined by aggregating the National Vegetation Information System (NVIS) version 6.0 Major Vegetation Groups (Australian Government, Department of Climate Change, Energy, the Environment and Water (DCCEW)) into 18 groupings considered to have similar vegetation structure and compositional dominants, These 18 Groups are:

AEG_ID DESCRIPTION
1 Acacia forests, woodlands and shrublands
2 Callitris and other forests and woodlands
3 Casuarina forests, woodlands and shrublands
4 Chenopod shrublands
5 Eucalypt forests
6 Eucalypt woodlands
7 Hummock grasslands
8 Mallee woodlands and shrublands
9 Mangroves and saltmarshes
10 Melaleuca forests, woodlands and shrublands
11 Other
12 Rainforests and vine thickets
13 Sedgelands and rushlands
14 Shrublands
15 Tussock grasslands
16 Other terrestrial (forests, woodlands, shrublands, bare)
17 Inland Aquatic (freshwater, salt lakes, lagoons)
18 Seas and estuaries
99 unknown

These aggregations were applied to both the Pre-1750 and Existing input Major Vegetation Group data and are provided as GeoTIFFs in the same co-ordinate reference system and cell resolution as the source Major Vegetation Group input data, ie 100m GDA 1994 Australia Albers (EPSG 3577)

A vectorised version of the Existing (Present) AEGs is also provided as a shapefile in GCS WGS 1984 (EPSG 4326), used for regional spatial summarisation of raster data. Note the shapefile version does not differentiate AEGs 16, 17 and 18. These are included in the AEG 11 Other
DOI: 10.25919/x3cf-7771
title: Compositional dissimilarity data for the National Climate Risk Assessment

description: Compositional dissimilarity, or the potential degree of ecological change, is the proportion of species at a given location expected to be absent from the same location, and potentially replaced by other species, under a changed climate scenario. Compositional dissimilarity ranges from 0 (no change in species composition) to 1 (100 % change in species composition, Ferrier et al., 2007). 
The data presented here are pixel-based dissimilarities in species composition between the baseline scenario, Australian climate in 1990, and two future climate change scenarios, ACCESS 1.0, and GDFL-ESM2M, at a 2050-centred climate under RCP (Repressentative Concentration Pathway) 8.5 (Harwood et al., 2014). Compositional dissimilarity is estimated in the absence of the effect of land use change by assuming the land is in highest condition, or “reference” condition. As such the expected change in species composition is based on climate change alone.
A model of compositional dissimilarity for vascular plants was fitted using generalized dissimilarity modelling (GDM) (Ferrier et al., 2007) based on 1990-centred species records, climate, and other environmental data (Mokany et al. 2018). Compositional dissimilarity was estimated between 1990 and each of the two climate scenarios, and summarised as the arithmetic mean of the estimated compositional dissimilarity for both climate scenarios (ACCESS 1.0 and GDFL-ESM2M).
For the National Climate Risk Assessment (NCRA) project, the mean model outputs were summarised (arithmetic mean) by various regions (Aggregate Ecosystem Groups (AEGs), and NCRA regions), available in the links below. The AEG and NCRA region data were reprojected to the projection of the dissimilarity raster, and arithmetic mean dissimilarity was calculated per region of the interaction between AEG and NCRA region.
DOI: 10.7910/dvn/0muwjs
title: Assessing the Utilization of Modern Contraceptives by Historically Marginalized People of Nyamicucu Model Village

description: This is a dataset for a study that assesses the utilization of MCs by HMPs residing in Nyamicucu Model Village, Rwanda, and explores the factors influencing their contraceptive choices.
DOI: 10.15468/dl.y8hqxg
title: Occurrence Download

description: A dataset containing 255 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atelopus cruciger"
 ]
}

 The dataset includes 255 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033572-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cp9va2
title: Occurrence Download

description: A dataset containing 18463 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Andrena wilkella",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 18463 records from 214 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033571-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17235802
title: FRAMEwork Deliverable 4.1_vote counting 49 meta-analyses

description: This database contains a vote counting excersize with 246 single cases extracted from 49 meta-analysis papers that were extracted from SCOPUS in autumn 2022 after a search for the folloing terms;

• TITLE-ABS-KEY ("meta") AND  

• TITLE-ABS-KEY ("*diversity" AND "function*" OR "pest*" OR "poll*" OR "service*") AND  

• TITLE-ABS-KEY ("landscape*" OR "territory" OR "scale") AND  

• TITLE-ABS-KEY ("agr*" OR "crop*" OR "farm*").

Screening of the papers resulted in 30 valid meta-analysis and from these 30 papers another 19 relevant meta-analyses were identified and added to the database. 

The work was carried out as part of the PhD thesis of Matteo Dellapiana and contributed to the work of WP4.1 of the EU-funded FRAMEwork project.

The link indicated below, Related Work section, shows the website where the PhD thesis of Matteo Dellapiana will soon be available for consultation. The thesis defence took place on 29th May 2025. This database is the metadata for Chapter 2, and is part of DR4.1 of the FRAMEwork project.
DOI: 10.5281/zenodo.17235803
title: FRAMEwork Deliverable 4.1_vote counting 49 meta-analyses

description: This database contains a vote counting excersize with 246 single cases extracted from 49 meta-analysis papers that were extracted from SCOPUS in autumn 2022 after a search for the folloing terms;

• TITLE-ABS-KEY ("meta") AND  

• TITLE-ABS-KEY ("*diversity" AND "function*" OR "pest*" OR "poll*" OR "service*") AND  

• TITLE-ABS-KEY ("landscape*" OR "territory" OR "scale") AND  

• TITLE-ABS-KEY ("agr*" OR "crop*" OR "farm*").

Screening of the papers resulted in 30 valid meta-analysis and from these 30 papers another 19 relevant meta-analyses were identified and added to the database. 

The work was carried out as part of the PhD thesis of Matteo Dellapiana and contributed to the work of WP4.1 of the EU-funded FRAMEwork project.

The link indicated below, Related Work section, shows the website where the PhD thesis of Matteo Dellapiana will soon be available for consultation. The thesis defence took place on 29th May 2025. This database is the metadata for Chapter 2, and is part of DR4.1 of the FRAMEwork project.
DOI: 10.15468/dl.jv4sdp
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cenchrus echinatus",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033574-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8w4nnd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pternistis jacksoni",
 "Country is one of (Brunei Darussalam, Indonesia, Philippines, Timor-Leste, Singapore)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033573-250920141307145/datasets/export for details.
DOI: 10.15468/dl.kcra2m
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cenchrus echinatus",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 66 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033575-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.etjsxa
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cenchrus echinatus",
 "Country is Malaysia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033576-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8e27p
title: Occurrence Download

description: A dataset containing 181153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ailanthus altissima",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 181153 records from 1281 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033486-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jzbdxu
title: Occurrence Download

description: A dataset containing 903 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhodiola yunnanensis (Franch.) S.H.Fu",
 "Year 1741-2025"
 ]
}

 The dataset includes 903 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019659-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cnjvkb
title: Occurrence Download

description: A dataset containing 7643405 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Reptilia"
 ]
}

 The dataset includes 7643405 records from 1036 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009684-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6h53gk
title: Occurrence Download

description: A dataset containing 266 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Englerodendron vignei (Hoyle) Estrella & Ojeda"
 ]
}

 The dataset includes 266 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040115-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u3pabv
title: Occurrence Download

description: A dataset containing 3422 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Lybius melanopterus (W.Peters, 1854)"
 ]
}

 The dataset includes 3422 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054584-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uet4tk
title: Occurrence Download

description: A dataset containing 3646 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "HasCoordinate is true",
 "TaxonKey is Prunus avium (L.) L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3646 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009684-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fspgah
title: Occurrence Download

description: A dataset containing 1786 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Horornis ruficapilla (E.P.Ramsay, 1875)"
 ]
}

 The dataset includes 1786 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040135-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vjc665
title: Occurrence Download

description: A dataset containing 50472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is Vespa velutina Lepeletier, 1836"
 ]
}

 The dataset includes 50472 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054587-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bxibmg
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hylochoerus meinertzhageni Thomas, 1904",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 92 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009685-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mpeqnu
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Englerophytum iturense (Engl.) L.Gaut."
 ]
}

 The dataset includes 46 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040146-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b5am7z
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gaertnera cuneifolia Bojer"
 ]
}

 The dataset includes 11 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000634-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ig1dk9
title: Occurrence Download

description: A dataset containing 20686 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Reithrodontomys megalotis (Baird, 1857)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20686 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009685-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kszkxx
title: Occurrence Download

description: A dataset containing 5253 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Marmota bobak (Müller, 1776)"
 ]
}

 The dataset includes 5253 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040174-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5qd53n
title: Occurrence Download

description: A dataset containing 369 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neritina turrita (Gmelin, 1791)"
 ]
}

 The dataset includes 369 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039827-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.msvnqs
title: Occurrence Download

description: A dataset containing 4279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diastylis lucifera (Krøyer, 1837)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 4279 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049144-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5b7bvg
title: Occurrence Download

description: A dataset containing 2463463 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Chile"
 ]
}

 The dataset includes 2463463 records from 1244 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005791-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ym6yct
title: Occurrence Download

description: A dataset containing 3958 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gryllotalpidae"
 ]
}

 The dataset includes 3958 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003562-150831095807960/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uuwzpy
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio petasitis (Sims) DC."
 ]
}

 The dataset includes 158 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003562-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.limcw8
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepus flavigularis Wagner, 1844"
 ]
}

 The dataset includes 142 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003562-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cogqkt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Fungal communities (ITS) in Antarctic brines."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041392-181108115102211/datasets/export for details.
DOI: 10.15468/dl.pgqlok
title: Occurrence Download

description: A dataset containing 33075 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Australian National Fish Collection (ANFC)"
 ]
}

 The dataset includes 33075 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003562-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjtr83
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Klostergarten St Luzen"
 ]
}

 The dataset includes 66 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003562-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tbtqzp
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is China",
 "Country is Hong Kong",
 "Country is Chinese Taipei",
 "Country is Macao"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Falco cherrug J.E.Gray, 1834",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 105 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003562-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vznuup
title: Occurrence Download

description: A dataset containing 14442016 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14442016 records from 500 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003562-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b6ago9
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sinningia ramboi G.E.Ferreira, Waechter & Chautems"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003562-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5gjmwc
title: Occurrence Download

description: A dataset listing the 3991171 species recorded in GBIF matching the query:
{ }

 The dataset's 3991171 records were derived from 63389 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034912-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.