cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/q4n-d6r-cn6
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e5q-x94-tw5
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r04-1tl-1p2
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/psw-sa4-psl
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rh1-hwz-p3j
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/015-1ya-gsq
title: Polymorphina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bne-0cx-5ml
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1kt-ehe-63b
title: Polymorphina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dnc-8a3-szz
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rcq-hb0-ecd
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9c1-62f-fpg
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e40-84m-qxd
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n3f-x3m-8a8
title: †Astrorotalia palmerae (Cushman & Bermúdez, 1937)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6pp-1cq-2yq
title: Bolivina d'Orbigny, 1839

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7zq-b4q-ama
title: Heteroschismoides Ludbrook, 1960

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l44-v2d-4pq
title: Delphinidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w8k-w8j-n9l
title: Nummulitidae Blainville, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m92-95z-bcz
title: Nummulitidae Blainville, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1p3-pra-7n6
title: †Rotalia Lamarck, 1804

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3rr-907-3b9
title: †Lepidocyclina Gümbel, 1870

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e5k-np3-mjr
title: Foraminifera d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sc6-my5-yjd
title: †Miogypsina kotoi f. digitata Tan, 1937

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1tp-g3f-5fg
title: Foraminifera d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vcr-s9l-wt3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0d8-v9q-w7x
title: Nummulitidae Blainville, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1b5-l4q-sag
title: Bolivina d'Orbigny, 1839

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qsc-ndf-4z0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cln-432-r1k
title: Dentalina Risso, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nw3-8n7-ah4
title: Nummulitidae Blainville, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zht-n9w-r0v
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.28u4tk
title: Occurrence Download

description: A dataset containing 29225 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agave americana L."
 ]
}

 The dataset includes 29225 records from 411 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011521-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/xp94vcjdkh.1
title: AIoT-Driven Business Intelligence and Supply Chain Optimization: Real-Time Insights for Strategic Decision-Making and Sustainable Operations

description: The convergence of Artificial Intelligence (AI) and the Internet of Things (IoT)—known as AIoT—is revolutionizing corporate decision-making and operational management. This paper explores the role of AIoT in transforming strategic business intelligence and enhancing supply chain resilience. Drawing on a mixed-methods approach with synthetic data simulation and industrial case studies, we demonstrate how real-time sensor data, AI-driven analytics, and executive dashboards empower decision-makers to forecast market trends, detect disruptions, and achieve sustainability through green logistics. The study concludes with a roadmap for organizations seeking to leverage AIoT for competitive advantage and sustainable operations.
DOI: 10.17632/7sxhcthzxs
title: Financial advisory services literature database
DOI: 10.17632/7sxhcthzxs.1
title: Financial advisory services literature database
DOI: 10.26183/93x0-qy45
title: EGRA-Xhosa-14.9k: Annotated Child Reading Audio Dataset

description: The project involves collecting the child reading dataset for the language is Xhosa, a South African Bantu language. The collected dataset is then processed with the help of native speakers and utilized to train state-of-the-art machine learning models focussed on assessing whether the child has spoken the word correctly or not.
The dataset contains 14,972 recordings with an average of 4 seconds each. Each recording is annotated by three independent markers and consists of children speaking a particular word or letter from the Xhosa language in a classroom setting.
DOI: 10.15468/dl.u89tyr
title: Occurrence Download

description: A dataset containing 315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scirtothrips dorsalis Hood, 1919",
 "HasCoordinate is true"
 ]
}

 The dataset includes 315 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011109-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gu8ujx
title: Occurrence Download

description: A dataset containing 2529 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scolopendra morsitans Linnaeus, 1758",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2529 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011110-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7w4kzd
title: Occurrence Download

description: A dataset containing 831 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "Geometry POLYGON((-97.21366 19.27635,-96.95136 19.27635,-96.95136 19.48788,-97.21366 19.48788,-97.21366 19.27635))",
 "TaxonKey is Orchidaceae"
 ]
}

 The dataset includes 831 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011111-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5f2hzq
title: Occurrence Download

description: A dataset containing 10326 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tillandsia fasciculata"
 ]
}

 The dataset includes 10326 records from 230 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037959-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ar9dgm
title: Occurrence Download

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

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037962-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rvfkgx
title: Occurrence Download

description: A dataset containing 1368 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geum pentapetalum"
 ]
}

 The dataset includes 1368 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037961-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wr93uy
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Artemisia absinthium",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037965-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6c8z6h
title: Occurrence Download

description: A dataset containing 4853 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Papaver orientale"
 ]
}

 The dataset includes 4853 records from 244 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037964-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.us3wab
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Artemisia absinthium",
 "Country is Latvia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 65 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037966-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5hxq2r
title: Occurrence Download

description: A dataset containing 4848 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paris verticillata"
 ]
}

 The dataset includes 4848 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037968-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8b3bv
title: Occurrence Download

description: A dataset containing 43850 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera"
 ]
}

 The dataset includes 43850 records from 418 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037967-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16935071
title: Safety Anxiety in the Age of Artificial Intelligence: A Framework for Mitigation Using the SCAB and PRIS Protocols

description: As artificial intelligence (AI) systems move from novelty to infrastructure, many users report “safety anxiety”: a persistent, situation-specific apprehension that AI may harm, deceive, surveil, or destabilize one’s life. This article defines safety anxiety as a construct adjacent to technostress, algorithm aversion, and trust in automation, then proposes two practical mitigation frameworks: the SCAB Protocol (Sovereignty, Coherence, Alignment, Boundaries, Agency, Probity) for behavioral and governance guardrails, and the PRIS Protocol (Psychosis Risk Interaction Score) for early detection of risky human–AI interaction patterns. Drawing on research in human-automation trust, algorithm aversion, transparency/explainability, and health-behavior theory (Protection Motivation Theory, Health Belief Model, UTAUT), we articulate a conceptual model linking uncertainty, loss of control, and threat appraisals to maladaptive responses (avoidance, overreliance, compulsive checking). We then map SCAB and PRIS interventions onto product design, user experience, and organizational policy, and illustrate the approach across five real-world scenarios (AI companions, consumer scams, workplace monitoring, symptom checking, and creative work). Finally, we propose an evaluation plan (validated anxiety/trust scales, technostress measures, A/B tests) and discuss ethical and cultural considerations. The central claim is that safety anxiety is not merely a user-education problem but a design-and-governance problem: when users have clear guardrails (SCAB) and risk-sensing feedback loops (PRIS), uncertainty decreases, perceived control increases, and trust calibrates toward appropriate reliance. Evidence from adjacent literatures—trust in automation, explainability/transparency, and technostress—supports the core mechanisms and informs the intervention design.
DOI: 10.5281/zenodo.16935072
title: Safety Anxiety in the Age of Artificial Intelligence: A Framework for Mitigation Using the SCAB and PRIS Protocols

description: As artificial intelligence (AI) systems move from novelty to infrastructure, many users report “safety anxiety”: a persistent, situation-specific apprehension that AI may harm, deceive, surveil, or destabilize one’s life. This article defines safety anxiety as a construct adjacent to technostress, algorithm aversion, and trust in automation, then proposes two practical mitigation frameworks: the SCAB Protocol (Sovereignty, Coherence, Alignment, Boundaries, Agency, Probity) for behavioral and governance guardrails, and the PRIS Protocol (Psychosis Risk Interaction Score) for early detection of risky human–AI interaction patterns. Drawing on research in human-automation trust, algorithm aversion, transparency/explainability, and health-behavior theory (Protection Motivation Theory, Health Belief Model, UTAUT), we articulate a conceptual model linking uncertainty, loss of control, and threat appraisals to maladaptive responses (avoidance, overreliance, compulsive checking). We then map SCAB and PRIS interventions onto product design, user experience, and organizational policy, and illustrate the approach across five real-world scenarios (AI companions, consumer scams, workplace monitoring, symptom checking, and creative work). Finally, we propose an evaluation plan (validated anxiety/trust scales, technostress measures, A/B tests) and discuss ethical and cultural considerations. The central claim is that safety anxiety is not merely a user-education problem but a design-and-governance problem: when users have clear guardrails (SCAB) and risk-sensing feedback loops (PRIS), uncertainty decreases, perceived control increases, and trust calibrates toward appropriate reliance. Evidence from adjacent literatures—trust in automation, explainability/transparency, and technostress—supports the core mechanisms and informs the intervention design.
DOI: 10.15468/dl.kvq4rp
title: Occurrence Download

description: A dataset containing 254 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bythotrephes longimanus",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 254 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037971-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ddsbh
title: Occurrence Download

description: A dataset containing 12703 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bromus rigidus"
 ]
}

 The dataset includes 12703 records from 526 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037969-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vaftb8
title: Occurrence Download

description: A dataset containing 2020 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "TaxonKey is one of (Crax alberti Fraser, 1852)"
 ]
}

 The dataset includes 2020 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006251-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e9hv3t
title: Occurrence Download

description: A dataset containing 38879 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ramphastos brevis"
 ]
}

 The dataset includes 38879 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029081-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5esm3
title: Occurrence Download

description: A dataset containing 1632752 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Year is 2008",
 "Month is August"
 ]
}

 The dataset includes 1632752 records from 517 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002663-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fv4epa
title: Occurrence Download

description: A dataset containing 3446 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección de Ornitología - Museo de Ciencias Naturales de La Salle"
 ]
}

 The dataset includes 3446 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000561-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p1rkneqz
title: Walleye Temperature and Depth Values and Abiotic Conditions of Three Northern Wisconsin Lakes Collected Between June – October 2022

description: Defining a realized niche using key habitat components like temperature, water clarity, and dissolved oxygen (DO) is important to understanding how distributions and demographics of freshwater fish populations may respond to environmental changes. However, habitat preferences are often defined in a laboratory setting and may not accurately reflect preferred habitat in nature. To define a realized niche for walleye, temperature and depth sensors were implanted into 176 fish in three northern Wisconsin lakes while temperature, light intensity, and dissolved oxygen (DO) profiles were monitored within each lake. These data include: 1) sensor temperature and depth observations collected by acoustic telemetry and archival tags between June – October 2022, 2) information on walleye tagged in this study, 3) sensor information from HOBO loggers that recorded lake light intensity and temperature, and 4) dissolved oxygen profiles recorded during the study period.
DOI: 10.15468/dl.apjue4
title: Occurrence Download

description: A dataset containing 9035 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Graphocephala versuta (Say, 1830)"
 ]
}

 The dataset includes 9035 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006286-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4sczmq
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Graphocephala penignava Young, 1977"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006287-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14873669
title: Simulations of overdispersed activity centres in spatially explicit capture-recapture

description: This repository holds the simulations described in: 

Efford MG, Fletcher D 2025. Effect of spatial overdispersion on confidence intervals for population density estimated by spatial capture-recapture. bioRxiv DOI: 10.1101/2024.03.12.584742

In addition to the files containing the simulation results in RData format ('sims1.RData' etc.) there is a vignette 'overdispsim-vignette.pdf' from the R package 'overdispsim' that shows in detail how these results were obtained, and a shorter R script 'figures.R' to reproduce the simulations and figures in the text.

See readme.txt for a more complete description.
DOI: 10.5281/zenodo.14873670
title: Simulations of overdispersed activity centres in spatially explicit capture-recapture

description: Simulations for 

Efford MG, Fletcher D 2024. Effect of spatial overdispersion on confidence intervals for population density estimated by spatial capture-recapture. bioRxiv DOI: 10.1101/2024.03.12.584742
DOI: 10.5281/zenodo.15180769
title: Simulations of overdispersed activity centres in spatially explicit capture-recapture

description: Simulations for 

Efford MG, Fletcher D 2024. Effect of spatial overdispersion on confidence intervals for population density estimated by spatial capture-recapture. bioRxiv DOI: 10.1101/2024.03.12.584742
DOI: 10.5281/zenodo.15200381
title: Simulations of overdispersed activity centres in spatially explicit capture-recapture

description: Simulations for 

Efford MG, Fletcher D 2024. Effect of spatial overdispersion on confidence intervals for population density estimated by spatial capture-recapture. bioRxiv DOI: 10.1101/2024.03.12.584742
DOI: 10.5281/zenodo.15201780
title: Simulations of overdispersed activity centres in spatially explicit capture-recapture

description: This repository holds the simulations described in: 

Efford MG, Fletcher D 2024. Effect of spatial overdispersion on confidence intervals for population density estimated by spatial capture-recapture. bioRxiv DOI: 10.1101/2024.03.12.584742

In addition to the files containing the simulation results in RData format ('sims1.RData' etc.) there is a vignette 'overdispsim-vignette.pdf' from the R package 'overdispsim' that shows in detail how these results were obtained, and a shorter R script 'figures.R' to reproduce the simulations and figures in the text.

See readme.txt for a more complete description.