cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.vxdi0s
title: Occurrence Download

description: A dataset containing 9093476 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-98.4 -7.766,-57.78 -7.766,-57.78 32.31,-98.4 32.31,-98.4 -7.766))",
 "TaxonKey is Actinopterygii"
 ]
}

 The dataset includes 9093476 records from 393 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014279-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9rvjtx
title: Occurrence Download

description: A dataset containing 59103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.74512 4.79762,-75.59207 4.772,-75.58396 4.87196,-75.61285 4.87013,-75.7257 4.86165,-75.74512 4.79762))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 59103 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177301-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zeicbj
title: Occurrence Download

description: A dataset containing 40096 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ichthyosaura alpestris (Laurenti, 1768)"
 ]
}

 The dataset includes 40096 records from 258 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025659-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.totd2u
title: Occurrence Download

description: A dataset containing 273 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agavaceae"
 ]
}

 The dataset includes 273 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000612-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.54kbbr
title: Occurrence Download

description: A dataset containing 14835 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Viola calcarata L."
 ]
}

 The dataset includes 14835 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226362-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.56a4ex
title: Occurrence Download

description: A dataset containing 418 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dioscorea maciba Jum. & H.Perrier"
 ]
}

 The dataset includes 418 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177284-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ctj32
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pleurothallis trachysepala Kraenzl."
 ]
}

 The dataset includes 49 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0184730-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.o9iksl
title: Occurrence Download

description: A dataset containing 155 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gracilaria arcuata Zanardini"
 ]
}

 The dataset includes 155 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000612-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.38cder
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Aleurocanthus spiniferus (Quaintance, 1903)"
 ]
}

 The dataset includes 14 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226374-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bnhyz
title: Occurrence Download

description: A dataset containing 42875 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Iguana iguana (Linnaeus, 1758)"
 ]
}

 The dataset includes 42875 records from 393 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012523-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gbxyfp
title: Occurrence Download

description: A dataset containing 249 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Devario Heckel, 1843",
 "Country is India"
 ]
}

 The dataset includes 249 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000612-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3bd36s
title: Occurrence Download

description: A dataset containing 376 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dioscorea matagalpensis Uline"
 ]
}

 The dataset includes 376 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177312-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pfkxuc
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is China",
 "Country is Chinese Taipei"
 ]
 },
 "TaxonKey is Aleurocanthus spiniferus (Quaintance, 1903)"
 ]
}

 The dataset includes 32 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226389-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sild3i
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Echinoderms Specimens of Akita Prefectural Museum"
 ]
}

 The dataset includes 64 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000612-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wrm8ne
title: Occurrence Download

description: A dataset containing 346 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is South Africa",
 "TaxonKey is Jacaranda mimosifolia D.Don"
 ]
}

 The dataset includes 346 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054631-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2nt4p3
title: Occurrence Download

description: A dataset containing 23573 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Bryophyte herbarium, The Arctic University Museum of Norway (TROM)"
 ]
}

 The dataset includes 23573 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226428-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmgpyg
title: Occurrence Download

description: A dataset containing 3895 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tamarix canariensis Willd."
 ]
}

 The dataset includes 3895 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000612-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y9d98y
title: Occurrence Download

description: A dataset containing 610 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Marmosa robinsoni Bangs, 1898"
 ]
}

 The dataset includes 610 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177286-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yoc6h1
title: Occurrence Download

description: A dataset containing 8988 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sicyos L."
 ]
}

 The dataset includes 8988 records from 355 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024511-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6cjouw
title: Occurrence Download

description: A dataset containing 309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Acanthocereus tetragonus (L.) Hummelinck",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 309 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000612-170817152713382/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9t47xs
title: Occurrence Download

description: A dataset containing 232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-122.40032 38.85144,-122.39148 38.85144,-122.39148 38.8588,-122.40032 38.8588,-122.40032 38.85144))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (VU, NE, EN)"
 ]
}

 The dataset includes 232 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177306-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bun99
title: Occurrence Download

description: A dataset containing 1540 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Canis lupus Linnaeus, 1758"
 ]
}

 The dataset includes 1540 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226493-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.csfsps
title: Occurrence Download

description: A dataset containing 3090 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tuta absoluta, Tuta absoluta, Tuta absoluta, Tuta absoluta, Tuta absoluta (Meyrick, 1917), Tuta absoluta (Meyrick, 1917), Tuta absoluta (Meyrick, 1917), Tuta absoluta (Meyrick, 1917), Tuta absoluta (Meyrick, 1917), Tuta absoluta (Meyrick, 1917), Tuta absoluta (Meyrick, 1917), Tuta absoluta (Meyrick, 1917), Tuta absoluta (Meyrick, 1917), Tuta absoluta (Meyrick, 1917), Tuta absoluta (Meyrick 1917), Tuta absoluta (Meyrick, 1917), Tuta absoluta (Meyrick, 1917), Tuta absoluta (Meyrick, 1917), Tuta absoluta (Meyrick, 1917), Tuta absoluta (Meyrick, 1917), Tuta absoluta (Meyrick, 1917), Tuta absoluta (Meyrick, 1917), Tuta absoluta (Meyrick, 1917), Tuta absoluta (Meyrick, 1917), Tuta absoluta (Meyrick, 1917), Tuta absoluta (Meyrick, 1917), Tuta absoluta (Meyrick, 1917), Tuta absoluta (Meyrick, 1917), Tuta absoluta (Meyrick, 1917), Wolbachia endosymbiont of Tuta absoluta, Wolbachia endosymbiont of Tuta absoluta, Tuta absoluta, Tuta absoluta (Meyrick, 1917), Tuta absoluta (Meyrick, 1917), Tuta absoluta (Meyrick, 1917), Tuta absoluta (Meyrick, 1917), Tuta absoluta (Meyrick, 1917), Tuta absoluta (Meyrick, 1917), Diglyphus isaea (Walker) Walker, Nabis pseudoferus, Trichogramma nerudai Pintureau & Gerding 1999, Orius albidipennis (Reuter, 1884), Trichogramma nerudai Pintureau & Gerding, 1999, Dicyphus errans (Wolff, 1804), Dicyphus errans (Wolff 1804), Orius (Dimorphella) albidipennis (Reuter 1884), Diglyphus isaea (Walker, 1838), Fagopyrum esculentum Moench, Solanum lycopersicum L., Solanum tuberosum L., Phthorimaea absoluta Meyrick, 1917, Phthorimaea absoluta Meyrick, 1917, Phthorimaea absoluta Meyrick, 1917, Phthorimaea absoluta (Meyrick, 1917))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3090 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0184731-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j44ed5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Suthora przewalskii",
 "Country is one of (Myanmar, Thailand, Lao People’s Democratic Republic, Cambodia, Viet Nam, Malaysia)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025894-250827131500795/datasets/export for details.
DOI: 10.7910/dvn/9o5fvo
title: Narrative relativity

description: Implementation property for teaching narrative Reality
DOI: 10.25399/unisadata.30052072
title: Table 2 in Trialling a simple camera-trap based method to estimate Black-backed jackal population density

description: <b>Table 2:</b> Density estimates for Black-backed jackals (<i>Lupulella mesomelas</i>) in the grassland habitat on Telperion Nature Reserve from April to June 2017.
DOI: 10.25399/unisadata.30052072.v1
title: Table 2 in Trialling a simple camera-trap based method to estimate Black-backed jackal population density

description: <b>Table 2:</b> Density estimates for Black-backed jackals (<i>Lupulella mesomelas</i>) in the grassland habitat on Telperion Nature Reserve from April to June 2017.
DOI: 10.15468/dl.74xb33
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cobitis puncticulata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((40.81373 29.26705, 40.81373 50.94, -6.6 50.94, -6.6 29.26705, 40.81373 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025895-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30052267
title: Optimal price strategy when facing privacy-concerned customers: uniform pricing <i>vs.</i> personalized pricing

description: The increased availability of customer information has inspired personalized pricing in recent years. However, the implementation of personalized pricing faces some challenges. On the one hand, personalized pricing is imperfect and its accuracy depends on firms’ big data capability. On the other hand, customers have growing privacy concerns about personalized pricing. The above two downward factors hinder the profitability of personalized pricing, but how these factors affect the interests of supply chain members and customers remains unclear. Moreover, when facing privacy-concerned customers, it is worth exploring which strategy is better: personalized or uniform pricing. Our findings indicate that (i) As big data capability increases, supply chain members’ profits increase and customer surplus decreases; as privacy concerns increase, both supply chain members’ profits and customer surplus decrease. (ii) Personalized pricing can reduce double marginalization compared to uniform pricing. Privacy-concerned customers always prefer uniform pricing than personalized pricing. (iii) Uniform pricing is a win-win strategy when the big data capability is low, and personalized pricing is a win-win strategy when the big data capability is high. These findings can provide practical insights for firms to choose an optimal price strategy when facing privacy-concerned customers.
DOI: 10.6084/m9.figshare.30052267.v1
title: Optimal price strategy when facing privacy-concerned customers: uniform pricing <i>vs.</i> personalized pricing

description: The increased availability of customer information has inspired personalized pricing in recent years. However, the implementation of personalized pricing faces some challenges. On the one hand, personalized pricing is imperfect and its accuracy depends on firms’ big data capability. On the other hand, customers have growing privacy concerns about personalized pricing. The above two downward factors hinder the profitability of personalized pricing, but how these factors affect the interests of supply chain members and customers remains unclear. Moreover, when facing privacy-concerned customers, it is worth exploring which strategy is better: personalized or uniform pricing. Our findings indicate that (i) As big data capability increases, supply chain members’ profits increase and customer surplus decreases; as privacy concerns increase, both supply chain members’ profits and customer surplus decrease. (ii) Personalized pricing can reduce double marginalization compared to uniform pricing. Privacy-concerned customers always prefer uniform pricing than personalized pricing. (iii) Uniform pricing is a win-win strategy when the big data capability is low, and personalized pricing is a win-win strategy when the big data capability is high. These findings can provide practical insights for firms to choose an optimal price strategy when facing privacy-concerned customers.
DOI: 10.25399/unisadata.30052024
title: Research data, sources and documents for thesis on Exploring Complexity Metrics for Artifact-Centric Business Process Models

description: Research data, sources and documents for thesis on Exploring Complexity Metrics for Artifact-Centric Business Process Models This repository contains the supplemental material for the thesis "Exploring Complexity Metrics for Artifact-Centric Business Process Models" by Marin, Mike A., Ph.D., University of South Africa (South Africa), 2017.
DOI: 10.25399/unisadata.30052024.v1
title: Research data, sources and documents for thesis on Exploring Complexity Metrics for Artifact-Centric Business Process Models

description: Research data, sources and documents for thesis on Exploring Complexity Metrics for Artifact-Centric Business Process Models This repository contains the supplemental material for the thesis "Exploring Complexity Metrics for Artifact-Centric Business Process Models" by Marin, Mike A., Ph.D., University of South Africa (South Africa), 2017.
DOI: 10.18150/paohqu
title: Optical fiber optimization with generative inverse design networks

description: Additional material for the article:M. Napiorkowski, R. Kasztelanic, R. Buczynski, "Optimization of spatial mode separation in few-mode nanostructured fibers with generative inverse design networks," Engineering Applications of Artificial Intelligence 133, 107955 (2024)Matlab script for fiber generationExample of fiber core
DOI: 10.25399/unisadata.30051028
title: Table 1 in Getting a grip on jackals: Net-gunning as an efficient and cost-effective approach to capturing Black-backed jackals (Canidae: Lupulella mesomelas)

description: <b>Table 1.</b> The number of jackals sighted and captured during the helicopter net-gun flying sessions at a small-stock farming region in the Eastern Cape, South Africa, 2020–2021. Each capture session records the number of days flown alongside the number of hours spent in the air. The capture rate for the number of jackals captured per hour is calculated and presented for each day of flying.
DOI: 10.25399/unisadata.30051028.v1
title: Table 1 in Getting a grip on jackals: Net-gunning as an efficient and cost-effective approach to capturing Black-backed jackals (Canidae: Lupulella mesomelas)

description: <b>Table 1.</b> The number of jackals sighted and captured during the helicopter net-gun flying sessions at a small-stock farming region in the Eastern Cape, South Africa, 2020–2021. Each capture session records the number of days flown alongside the number of hours spent in the air. The capture rate for the number of jackals captured per hour is calculated and presented for each day of flying.
DOI: 10.5281/zenodo.17019238
title: Mapping to (Bio)schema(s).org from ABCD2.06 for Dataset Search

description: This table systematically documents how elements of the ABCD 2.06 vocabulary for biodiversity datasets are translated into Bioschemas (and schema.org) properties and types to support NFDI4Biodiversity's aim of FAIRifying biodiversity data and beyond. 

Structure

Each row corresponds to one ABCD element - organized by functional "Element Group" - and shows:



ABCD 2.06 Element: XML path for that element in the ABCD schema

Element URI: Uniform Resource Identifier for that ABCD element

Bioschemas/schema.org Property: equivalent schema.org or Bioschemas property

Bioschemas/schema.org (Data)Types: expected types for that property (e.g., Text, URL, Person, BioSample, Taxon, GeoCoordinates)

Description: concise explanation of the element's meaning

Mapping Notes: implementation guidance


Purpose

In essence, the mapping table translates ABCD 2.06 into schema.org/Bioschemas markup to enhance dataset discoverability. For this, it maps ABCD:Dataset-level information to Bioschemas:Dataset properties while simultaneously aggregating and summarizing ABCD:Unit-level specimen data in a reasonable way. This structured metadata approach enables search platforms - including NFDI4Biodiversity's consortium-wide discovery infrastructure and Google Dataset Search - to effectively index, retrieve, and present biodiversity datasets to researchers and practitioners seeking relevant data for their work.