cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18137553
title: Abalone Plumpness Multi-source Dataset

description: This dataset contains multi-source measurements of abalone plumpness, including field-measured features and morphological geometric indicators extracted from images using automatic instance segmentation. It is intended for research on abalone plumpness classification.
DOI: 10.5281/zenodo.18137552
title: Abalone Plumpness Multi-source Dataset

description: This dataset contains multi-source measurements of abalone plumpness, including field-measured features and morphological geometric indicators extracted from images using automatic instance segmentation. It is intended for research on abalone plumpness classification.
DOI: 10.5281/zenodo.18137671
title: Supplementary Material for: Precessional Age Structure and Great Pyramid Metrology: A Quantitative Analysis

description: Supplementary tables, diagrams, and workbook for the forthcoming paper "Precessional Age Structure and Great Pyramid Metrology: A Quantitative Analysis."

Includes:  Table S1: 89-epoch chronology (Creation to present) Table S2: Extra notes Table S3: Delta-T differences (Swiss Ephemeris vs. JPL Horizons/DE441) Table S4: Lunar longitude residuals Table S5: Neptune–Pluto conjunctions (5500 BCE–4300 CE) with live verification links Supplementary tables and diagrams Excel workbook: Pyramid precessional chronology calculator (reproducible model)
DOI: 10.6084/m9.figshare.30993193
title: <b>Multiple community informants enhance public information in a transition zone</b>

description: Avian communities rely on "community informants" to mitigate predation risk, yet the synergistic effects of jointly present informant types—such as tits and babblers—remain poorly understood across biogeographical scales. This dataset provides comprehensive records of anti-predator vocalizations and social network metrics collected from 10 nature reserves across a latitudinal gradient in China. The study area represents a natural transition zone where northern tit-structured communities meet southern babbler-structured communities.The dataset includes raw observation counts, vocalization latency, call rates, and frequency ranges elicited by taxidermic predator models. Trials were categorized based on four group compositions: groups containing both tits and babblers, babblers only, tits only, or neither. Furthermore, species-species interaction networks were constructed using the Simple Ratio Index (SRI) for both mobbing and multi-species flocking (MSF) events. Social network properties, including weighted degree (WD), network density (DEN), and modularity (MOD), are provided at both transect and reserve levels.Our data reveal that the joint presence of tits and babblers enhances anti-predator signaling through mechanisms that shift from quantitative amplification (low-risk) to qualitative broadening of frequency ranges (high-risk). Network connectivity reached a mid-latitude peak, mirroring the high prevalence of mixed tit-babbler groups. This dataset offers significant reuse potential for researchers studying avian sociobiology, acoustic ecology, and the impacts of biogeographical gradients on social information processing. It contains cleaned Excel data and reproducible R scripts (LMMs/GLMMs) for meta-analysis and comparative studies.
DOI: 10.6084/m9.figshare.30993193.v1
title: <b>Multiple community informants enhance public information in a transition zone</b>

description: Avian communities rely on "community informants" to mitigate predation risk, yet the synergistic effects of jointly present informant types—such as tits and babblers—remain poorly understood across biogeographical scales. This dataset provides comprehensive records of anti-predator vocalizations and social network metrics collected from 10 nature reserves across a latitudinal gradient in China. The study area represents a natural transition zone where northern tit-structured communities meet southern babbler-structured communities.The dataset includes raw observation counts, vocalization latency, call rates, and frequency ranges elicited by taxidermic predator models. Trials were categorized based on four group compositions: groups containing both tits and babblers, babblers only, tits only, or neither. Furthermore, species-species interaction networks were constructed using the Simple Ratio Index (SRI) for both mobbing and multi-species flocking (MSF) events. Social network properties, including weighted degree (WD), network density (DEN), and modularity (MOD), are provided at both transect and reserve levels.Our data reveal that the joint presence of tits and babblers enhances anti-predator signaling through mechanisms that shift from quantitative amplification (low-risk) to qualitative broadening of frequency ranges (high-risk). Network connectivity reached a mid-latitude peak, mirroring the high prevalence of mixed tit-babbler groups. This dataset offers significant reuse potential for researchers studying avian sociobiology, acoustic ecology, and the impacts of biogeographical gradients on social information processing. It contains cleaned Excel data and reproducible R scripts (LMMs/GLMMs) for meta-analysis and comparative studies.
DOI: 10.6084/m9.figshare.30993193.v2
title: <b>Multiple community informants enhance public information in a transition zone</b>

description: Avian communities rely on "community informants" to mitigate predation risk, yet the synergistic effects of jointly present informant types—such as tits and babblers—remain poorly understood across biogeographical scales. This dataset provides comprehensive records of anti-predator vocalizations and social network metrics collected from 10 nature reserves across a latitudinal gradient in China. The study area represents a natural transition zone where northern tit-structured communities meet southern babbler-structured communities.The dataset includes raw observation counts, vocalization latency, call rates, and frequency ranges elicited by taxidermic predator models. Trials were categorized based on four group compositions: groups containing both tits and babblers, babblers only, tits only, or neither. Furthermore, species-species interaction networks were constructed using the Simple Ratio Index (SRI) for both mobbing and multi-species flocking (MSF) events. Social network properties, including weighted degree (WD), network density (DEN), and modularity (MOD), are provided at both transect and reserve levels.Our data reveal that the joint presence of tits and babblers enhances anti-predator signaling through mechanisms that shift from quantitative amplification (low-risk) to qualitative broadening of frequency ranges (high-risk). Network connectivity reached a mid-latitude peak, mirroring the high prevalence of mixed tit-babbler groups. This dataset offers significant reuse potential for researchers studying avian sociobiology, acoustic ecology, and the impacts of biogeographical gradients on social information processing. It contains cleaned Excel data and reproducible R scripts (LMMs/GLMMs) for meta-analysis and comparative studies.
DOI: 10.15468/dl.hzqhvc
title: Occurrence Download

description: A dataset containing 309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus auzandrii"
 ]
}

 The dataset includes 309 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071566-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.10920.23045
title: Flavocillin Formal Bioactivity Reports
DOI: 10.15468/dl.bzw3pd
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "Continent is Africa",
 "Country is Nigeria",
 "Geometry POLYGON((2.83915 9.21298,2.74234 6.38379,5.16259 4.215,8.45414 4.26328,11.40686 6.38379,15.27927 12.1617,13.43987 13.76547,4.48492 13.95345,2.83915 9.21298))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sclerophrys regularis"
 ]
}

 The dataset includes 62 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071568-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7643ks
title: Occurrence Download

description: A dataset containing 3107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Month is one of (January, April, September, December)",
 "TaxonKey is Charadrius alexandrinus",
 "Year 2020-2024"
 ]
}

 The dataset includes 3107 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071569-251120083545085/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.30948731
title: PartialFlowLISA-code and data

description: The data and code that support the findings of "Controlling for Confounding Effects in Spatial Flow Analysis with Partial and Full Conditional FlowLISA Methods".
DOI: 10.6084/m9.figshare.30948731.v3
title: PartialFlowLISA-code and data

description: The data and code that support the findings of "Controlling for Confounding Effects in Spatial Flow Analysis with Partial and Full Conditional FlowLISA Methods".
DOI: 10.6084/m9.figshare.30948731.v2
title: PartialFlowLISA-code and data

description: The data and code that support the findings of "Controlling for Confounding Effects in Spatial Flow Analysis with Partial and Full Conditional FlowLISA Methods".
DOI: 10.5281/zenodo.18137678
title: Resource abundance influences the cost of antipredator responses

description: This dataset contains information about behavioural and physiological antipredator responses of Indian spiny-tailed lizards Saara hardwickii from the Thar desert of India.
DOI: 10.5281/zenodo.18137679
title: Resource abundance influences the cost of antipredator responses

description: This dataset contains information about behavioural and physiological antipredator responses of Indian spiny-tailed lizards Saara hardwickii from the Thar desert of India.
DOI: 10.34740/kaggle/dsv/14378922
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.k3d6z5
title: Occurrence Download

description: A dataset containing 201185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hirundo rustica)",
 "Country is one of (Philippines, Korea, Republic of, Japan, China, Chinese Taipei, Thailand, Viet Nam, Cambodia, Lao People’s Democratic Republic, Mongolia, Myanmar)",
 "Month is one of (April, May, June)",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2024",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Observation)"
 ]
}

 The dataset includes 201185 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071565-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18137540
title: Dataset for "Maritime Connectivity and Export Diversification: Dynamic Panel Evidence from GCC Economies (2006–2024)"

description: panel of 6 GCC countries, 2006–2024




LSCI, Theil-based diversification score, WDI controls




purpose: replication of results in manuscript
DOI: 10.5281/zenodo.18137541
title: Dataset for "Maritime Connectivity and Export Diversification: Dynamic Panel Evidence from GCC Economies (2006–2024)"

description: panel of 6 GCC countries, 2006–2024




LSCI, Theil-based diversification score, WDI controls




purpose: replication of results in manuscript
DOI: 10.15468/dl.zkk8ud
title: Occurrence Download

description: A dataset containing 1830 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Halcyon pileata)",
 "Country is one of (Philippines, Korea, Republic of, Japan, China, Chinese Taipei, Thailand, Viet Nam, Cambodia, Lao People’s Democratic Republic, Mongolia, Myanmar)",
 "Month is one of (May, June, July)",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2024",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Observation)"
 ]
}

 The dataset includes 1830 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071571-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r5ar9h
title: Occurrence Download

description: A dataset containing 285048 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caprimulgus europaeus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 285048 records from 1485 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071564-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zpqdfx
title: Occurrence Download

description: A dataset containing 282568 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CollectionCode is Bird",
 "InstitutionCode is MVZ",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 282568 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0094738-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aaaqfb
title: Occurrence Download

description: A dataset containing 13025 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Certhionyx variegatus R.Lesson, 1830"
 ]
}

 The dataset includes 13025 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0382012-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fbznah
title: Occurrence Download

description: A dataset containing 2308 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Campylium chrysophyllum (Brid.) Lange",
 "Year 1970-2023"
 ]
}

 The dataset includes 2308 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0100075-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kwwcg3
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chondrostoma variabile Yakovlev, 1870"
 ]
}

 The dataset includes 110 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0341958-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yb2z29
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Greece",
 "TaxonKey is Veronica anagalloides Guss."
 ]
}

 The dataset includes 39 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0100074-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bwfwsw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trichobius affinis Wenzel, 1976, Trichopeziza subsulfurea (Svrek) Baral)",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0329833-210914110416597/datasets/export for details.
DOI: 10.5281/zenodo.11072631
title: Three datasets: bedroom, bathroom, and kitchen

description: These are three datasets we annotated ourselves for indoor object recognition experiments. The images in the dataset are from the place365 official website, each containing 2000 images. The bedroom dataset has a total of 17 types of objects, the kitchen dataset has a total of 24 types of objects, and the bathroom dataset has a total of 12 types of objects.
DOI: 10.5281/zenodo.11072632
title: Three datasets: bedroom, bathroom, and kitchen

description: These are three datasets we annotated ourselves for indoor object recognition experiments. The images in the dataset are from the place365 official website, each containing 2000 images. The bedroom dataset has a total of 17 types of objects, the kitchen dataset has a total of 24 types of objects, and the bathroom dataset has a total of 12 types of objects.
DOI: 10.15468/dl.zur5s4
title: Occurrence Download

description: A dataset containing 1808 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arthrinium phaeospermum (Corda) M.B.Ellis",
 {
 "not" : {
 "Country" : [
 "is United States of America"
 ]
 }
 },
 {
 "not" : {
 "Country" : [
 "is Canada"
 ]
 }
 },
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 }
 ]
}

 The dataset includes 1808 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102473-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.435a5p
title: Occurrence Download

description: A dataset containing 624 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lachnum relicinum (Fr.) P.Karst., Trichophaea hybrida (Sowerby) T.Schumach., Trichophaea woolhopeia (Cooke & W.Phillips) Boud.)",
 "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 624 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0329841-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m8pf79
title: Occurrence Download

description: A dataset containing 3992 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Kazakhstan, Uzbekistan, Turkmenistan, Tajikistan, Kyrgyzstan)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Squamata",
 "Year 1970-2023"
 ]
}

 The dataset includes 3992 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0100088-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nd7tza
title: Occurrence Download

description: A dataset containing 110391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trifolium incarnatum L., Trifolium badium Schreb., Trifolium monanthum A.Gray, Trifolium montanum L.)",
 "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 110391 records from 342 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0329881-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.prjsf7
title: Occurrence Download

description: A dataset containing 389 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Helodium paludosum (Austin) Austin ex Broth.",
 "Year 1000-2023"
 ]
}

 The dataset includes 389 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0100084-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.