cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5t4kqs
title: Occurrence Download

description: A dataset containing 35167 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbarium SUNY Oswego"
 ]
}

 The dataset includes 35167 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003627-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18444625
title: Inference Example 1 - Full JSON Chat Log from Gemini AI

description: This is a referenced item in the Computational Modeling of ALS Onset Heterogeneity: The Drusen-Zinc Switch Mechanism and Unified Sensory-Topological Control Framework and shows a very "short" example of how inference chains were intiated.  I chose this example because I had incorrectly posited BMAA as a lipophilic zinc chelator, and the AI corrected me.  This affected the paper by broadening the scope to be "Barrier Permeating Zinc Chelators" because both hydrophilic and lipophilic zinc chelators seem to implicitly be tied to the ocular onset of ALS that the paper highlights.
DOI: 10.5281/zenodo.18444624
title: Inference Example 1 - Full JSON Chat Log from Gemini AI

description: This is a referenced item in the Computational Modeling of ALS Onset Heterogeneity: The Drusen-Zinc Switch Mechanism and Unified Sensory-Topological Control Framework and shows a very "short" example of how inference chains were intiated.  I chose this example because I had incorrectly posited BMAA as a lipophilic zinc chelator, and the AI corrected me.  This affected the paper by broadening the scope to be "Barrier Permeating Zinc Chelators" because both hydrophilic and lipophilic zinc chelators seem to implicitly be tied to the ocular onset of ALS that the paper highlights.
DOI: 10.6084/m9.figshare.31222939
title: ASTRAL_III data and results

description: Data accompanying paper "<b>­­­­­­­­­­­­Hypothesis-driven biogeography to estimate rates and dates for an ancient, Holarctic genus of spider (Araneae: Antrodiaetidae: Antrodiaetus) when fossil evidence is scarce</b>"
DOI: 10.6084/m9.figshare.31222939.v1
title: ASTRAL_III data and results

description: Data accompanying paper "<b>­­­­­­­­­­­­Hypothesis-driven biogeography to estimate rates and dates for an ancient, Holarctic genus of spider (Araneae: Antrodiaetidae: Antrodiaetus) when fossil evidence is scarce</b>"
DOI: 10.15468/dl.svxe38
title: Occurrence Download

description: A dataset containing 6660 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dyssodia papposa"
 ]
}

 The dataset includes 6660 records from 216 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003628-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17631647
title: Overhang Ti-6Al-4V Dataset

description: Generated date: February 2025
DOI: 10.5281/zenodo.17631648
title: Overhang Ti-6Al-4V Dataset

description: Generated date: February 2025
DOI: 10.15468/dl.m85cfm
title: Occurrence Download

description: A dataset containing 6606 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eragrostis mexicana"
 ]
}

 The dataset includes 6606 records from 333 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003629-260129131611470/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.31222948
title: IQTree2_data_and_outputs

description: IQTree data and output files from paper "<b>­­­­­­­­­­­­Hypothesis-driven biogeography to estimate rates and dates for an ancient, Holarctic genus of spider (Araneae: Antrodiaetidae: Antrodiaetus) when fossil evidence is scarce</b>"
DOI: 10.6084/m9.figshare.31222948.v1
title: IQTree2_data_and_outputs

description: IQTree data and output files from paper "<b>­­­­­­­­­­­­Hypothesis-driven biogeography to estimate rates and dates for an ancient, Holarctic genus of spider (Araneae: Antrodiaetidae: Antrodiaetus) when fossil evidence is scarce</b>"
DOI: 10.5281/zenodo.18444676
title: This is the preliminary dataset and logs showing the classification of the entries into the software for the building of v1 Computational Modeling of ALS Onset Heterogeneity: The Drusen-Zinc Switch Mechanism and Unified Sensory-Topological Control Framework

description: This is the preliminary dataset and logs showing the classification of the entries into the software.  V2 will build on this by creating an "Atomic Evidence Matrix" and other items.  More about the roadmap is included in "Computational Modeling of ALS Onset Heterogeneity: The Drusen-Zinc Switch Mechanism and Unified Sensory-Topological Control Framework" PDF document (near the end).
DOI: 10.5281/zenodo.18444677
title: This is the preliminary dataset and logs showing the classification of the entries into the software for the building of v1 Computational Modeling of ALS Onset Heterogeneity: The Drusen-Zinc Switch Mechanism and Unified Sensory-Topological Control Framework

description: This is the preliminary dataset and logs showing the classification of the entries into the software.  V2 will build on this by creating an "Atomic Evidence Matrix" and other items.  More about the roadmap is included in "Computational Modeling of ALS Onset Heterogeneity: The Drusen-Zinc Switch Mechanism and Unified Sensory-Topological Control Framework" PDF document (near the end).
DOI: 10.5281/zenodo.18444674
title: Experimental dataset for "Cellular structure-dependence of strain hardening and grain refinement in additively manufactured AlSi10Mg alloy subjected to equal channel angular pressing (ECAP)"

description: Experimental data used in "Cellular structure-dependence of strain hardening and grain refinement in additively manufactured AlSi10Mg alloy subjected to equal channel angular pressing (ECAP)"
DOI: 10.5281/zenodo.18444675
title: Experimental dataset for "Cellular structure-dependence of strain hardening and grain refinement in additively manufactured AlSi10Mg alloy subjected to equal channel angular pressing (ECAP)"

description: Experimental data used in "Cellular structure-dependence of strain hardening and grain refinement in additively manufactured AlSi10Mg alloy subjected to equal channel angular pressing (ECAP)"
DOI: 10.71796/wits-figshare.31222936
title: <sub>Data from: Revision of the first therocephalian, Theriognathus Owen (Therapsida: Whaitsiidae), and implications for cranial ontogeny and allometry in nonmammaliaform eutheriodonts</sub>

description: Historically, the whaitsiid therocephalian Theriognathus Owen was one of the earliest described nonmammalian therapsids, its morphology helping to link phylogenetically the Paleozoic synapsids of North America and southern Africa to their mammalian successors. However, decades of taxonomic over-splitting and superficial descriptions obscured the morphologic diversity of the genus, hindering its utility as a study system for the evolution of synapsid cranial function as well as its biostratigraphic significance in the Late Permian of southern Africa. Here, we revise the status and provenance of all the known specimens of Theriognathus from South Africa, Tanzania, and Zambia. We present both qualitative and quantitative support for the presence of a single morphospecies as proposed by some authors. Proportional differences in skulls that were previously ascribed to different morphotypes (‘Aneugomphius,’ ‘Notosollasia,’ ‘Moschorhynchus,’ and ‘Whaitsia’) are largely size-related and allometric trends are considered here in the context of jaw function and prey prehension. Our results suggest that the single species, Theriognathus microps, represented one of the most abundant Late Permian therocephalians in southern Africa and is consequently a potentially useful biostratigraphic marker for the upper Cistecephalus-lower Dicynodon Assemblage Zone transition (i.e., late Wuchiapingian). The wide range of preserved sizes in conjunction with recent paleohistological evidence supports that individuals spent much of their lives in an actively-growing, subadult phase. Later Dicynodon Assemblage Zone records (e.g., upper Balfour Formation) are unconfirmed as the genus was likely replaced by other theriodont predators (e.g., Moschorhinus) leading up to the Permo-Triassic boundary in the Karoo Basin of South Africa.
DOI: 10.71796/wits-figshare.31222936.v1
title: <sub>Data from: Revision of the first therocephalian, Theriognathus Owen (Therapsida: Whaitsiidae), and implications for cranial ontogeny and allometry in nonmammaliaform eutheriodonts</sub>

description: Historically, the whaitsiid therocephalian Theriognathus Owen was one of the earliest described nonmammalian therapsids, its morphology helping to link phylogenetically the Paleozoic synapsids of North America and southern Africa to their mammalian successors. However, decades of taxonomic over-splitting and superficial descriptions obscured the morphologic diversity of the genus, hindering its utility as a study system for the evolution of synapsid cranial function as well as its biostratigraphic significance in the Late Permian of southern Africa. Here, we revise the status and provenance of all the known specimens of Theriognathus from South Africa, Tanzania, and Zambia. We present both qualitative and quantitative support for the presence of a single morphospecies as proposed by some authors. Proportional differences in skulls that were previously ascribed to different morphotypes (‘Aneugomphius,’ ‘Notosollasia,’ ‘Moschorhynchus,’ and ‘Whaitsia’) are largely size-related and allometric trends are considered here in the context of jaw function and prey prehension. Our results suggest that the single species, Theriognathus microps, represented one of the most abundant Late Permian therocephalians in southern Africa and is consequently a potentially useful biostratigraphic marker for the upper Cistecephalus-lower Dicynodon Assemblage Zone transition (i.e., late Wuchiapingian). The wide range of preserved sizes in conjunction with recent paleohistological evidence supports that individuals spent much of their lives in an actively-growing, subadult phase. Later Dicynodon Assemblage Zone records (e.g., upper Balfour Formation) are unconfirmed as the genus was likely replaced by other theriodont predators (e.g., Moschorhinus) leading up to the Permo-Triassic boundary in the Karoo Basin of South Africa.
DOI: 10.6084/m9.figshare.31222951
title: STARBEAST3_divergence_dating_runs

description: Divergence dating input files for the FBD runs of the final datasets as completed in STARBEAST3 for the paper "<b>­­­­­­­­­­­­Hypothesis-driven biogeography to estimate rates and dates for an ancient, Holarctic genus of spider (Araneae: Antrodiaetidae: Antrodiaetus) when fossil evidence is scarce</b>"
DOI: 10.6084/m9.figshare.31222951.v1
title: STARBEAST3_divergence_dating_runs

description: Divergence dating input files for the FBD runs of the final datasets as completed in STARBEAST3 for the paper "<b>­­­­­­­­­­­­Hypothesis-driven biogeography to estimate rates and dates for an ancient, Holarctic genus of spider (Araneae: Antrodiaetidae: Antrodiaetus) when fossil evidence is scarce</b>"
DOI: 10.15468/dl.8aghxa
title: Occurrence Download

description: A dataset containing 511 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eupatorium collinum"
 ]
}

 The dataset includes 511 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003632-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14691182
title: Inflammatory_Cytokine_Responses
DOI: 10.34740/kaggle/dsv/14691271
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.ajk2x2
title: Occurrence Download

description: A dataset containing 270 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Peripatopsis capensis"
 ]
}

 The dataset includes 270 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003633-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.an3ff9
title: Occurrence Download

description: A dataset containing 172 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bothrops punctatus"
 ]
}

 The dataset includes 172 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003634-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18444714
title: Experimental dataset for "Investigating the response of PBF-LB/M AlSi10Mg and AlSi12Mg to direct aging: a microstructural and microhardness study"

description: Experimental data used in "Investigating the response of PBF-LB/M AlSi10Mg and AlSi12Mg to direct aging: a microstructural and microhardness study"
DOI: 10.5281/zenodo.18444715
title: Experimental dataset for "Investigating the response of PBF-LB/M AlSi10Mg and AlSi12Mg to direct aging: a microstructural and microhardness study"

description: Experimental data used in "Investigating the response of PBF-LB/M AlSi10Mg and AlSi12Mg to direct aging: a microstructural and microhardness study"
DOI: 10.15468/dl.q9js2a
title: Occurrence Download

description: A dataset containing 195 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Iris adriatica"
 ]
}

 The dataset includes 195 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003635-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18444696
title: Predictive Optimization of Airport Transport Infrastructure: A Case Study of Yola International Airport

description: Efficient airport transport infrastructure is important for passenger safety, smooth operations, and regional connectivity. This study assesses the performance of airport infrastructure and passenger movement at Yola International Airport, Nigeria, with the aim of identifying operational challenges and proposing practical improvement strategies using data-based analysis. Observational data on passenger movement, waiting times, and facility usage were collected during peak and off-peak periods. Passenger flow analysis and simple scenario-based simulations were applied to examine airport performance under increased demand. The results show noticeable congestion during peak hours at check-in, security screening, and boarding areas, while some facilities remain underused during off-peak periods. The scenario analysis indicates that better allocation of resources and improved operational planning could reduce average passenger waiting times by about 25–30%. The study shows that predictive transport planning can improve passenger experience and infrastructure reliability at regional airports, offering useful insights for airport managers and transport planners.
DOI: 10.5281/zenodo.18444695
title: Predictive Optimization of Airport Transport Infrastructure: A Case Study of Yola International Airport

description: Efficient airport transport infrastructure is important for passenger safety, smooth operations, and regional connectivity. This study assesses the performance of airport infrastructure and passenger movement at Yola International Airport, Nigeria, with the aim of identifying operational challenges and proposing practical improvement strategies using data-based analysis. Observational data on passenger movement, waiting times, and facility usage were collected during peak and off-peak periods. Passenger flow analysis and simple scenario-based simulations were applied to examine airport performance under increased demand. The results show noticeable congestion during peak hours at check-in, security screening, and boarding areas, while some facilities remain underused during off-peak periods. The scenario analysis indicates that better allocation of resources and improved operational planning could reduce average passenger waiting times by about 25–30%. The study shows that predictive transport planning can improve passenger experience and infrastructure reliability at regional airports, offering useful insights for airport managers and transport planners.
DOI: 10.15468/dl.km66jz
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eupatorium spinaciifolium"
 ]
}

 The dataset includes 42 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003636-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18444735
title: The Impact of Social Marketing Practices in Promoting Digital Etiquette A Descriptive and Analytical Study on a Sample of Fallujah University Students
DOI: 10.6084/m9.figshare.31222960
title: Original data for the paper: <b>Valorization of molted shrimp shells: Comparative adjuvanticity of soluble chitosan derivatives versus nanoparticles in </b><b><i>Vibrio harveyi</i></b><b> vaccine for Asian sea bass (</b><b><i>Lates calcarifer</i></b><b>)</b>

description: Original data for the paper: <b>Valorization of molted shrimp shells: Comparative adjuvanticity of soluble chitosan derivatives versus nanoparticles in </b><b><i>Vibrio harveyi</i></b><b> vaccine for Asian sea bass (</b><b><i>Lates calcarifer</i></b><b>)</b>.
DOI: 10.6084/m9.figshare.31222960.v1
title: Original data for the paper: <b>Valorization of molted shrimp shells: Comparative adjuvanticity of soluble chitosan derivatives versus nanoparticles in </b><b><i>Vibrio harveyi</i></b><b> vaccine for Asian sea bass (</b><b><i>Lates calcarifer</i></b><b>)</b>

description: Original data for the paper: <b>Valorization of molted shrimp shells: Comparative adjuvanticity of soluble chitosan derivatives versus nanoparticles in </b><b><i>Vibrio harveyi</i></b><b> vaccine for Asian sea bass (</b><b><i>Lates calcarifer</i></b><b>)</b>.
DOI: 10.15468/dl.ymrmeh
title: Occurrence Download

description: A dataset containing 917 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Forestiera reticulata"
 ]
}

 The dataset includes 917 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003638-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aky337
title: Occurrence Download

description: A dataset containing 3845 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sylvilagus brasiliensis"
 ]
}

 The dataset includes 3845 records from 180 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003637-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/6hfnux
title: University of Tartu Natural History Museum and Botanical Garden Zooloogical Collections

description: The University of Tartu Natural History Museum preserves the oldest zoological specimens in Estonia, these were collected in 1803–1809 by G. A. Germann, who was the chairman of the Cabinet of Natural History at that time. The Zoological museum was founded in 1822.

Presently ca 283 000 specimens are preserved there, prepared as required. In addition, ca 250 000 specimens of unprepared entomological materials are preserved on cotton wool. Mostly in entomological collections, ca 500 type specimens are preserved. The materials have been collected mostly in the northern part of Palearctic, some of it comes from elsewhere in the world as well.

The materials are: mammalian skins (2123 items), bird skins (8275 items), lower vertebrates – fish, amphibians, reptiles (both dry and wet materials, 1708 items), oological collections (15 914 items), osteological collections (ca 60 000), malacological collections (ca 82 700 items), entomological collections (ca 110 000 items).

The collections are used by researchers both from Estonia and from abroad.
DOI: 10.6084/m9.figshare.31222957
title: Annexure

description: Blood-secretory and urinary protein data used in machine learning models.
DOI: 10.6084/m9.figshare.31222957.v1
title: Annexure

description: Blood-secretory and urinary protein data used in machine learning models.
DOI: 10.34740/kaggle/dsv/14691326
title: Balochi Language to English Translation Dataset
DOI: 10.15468/dl.jhr6c3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((149.039722060924 -35.2762033706674,149.040119058614 -35.276683750387,149.040351145963 -35.2767895270214,149.040357475385 -35.2761341443181,149.039722060924 -35.2762033706674)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003639-260129131611470/datasets/export for details.
DOI: 10.15468/dl.e4htxu
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((149.072405764103 -35.2397680373778,149.071870218739 -35.2397683147947,149.071117889312 -35.2400381123057,149.072999038583 -35.2403394830315,149.072405764103 -35.2397680373778)))"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003641-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ca6n76
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((149.151011287913 -35.32272968973,149.150672756499 -35.3230188543244,149.152266075976 -35.3238470398535,149.15171644107 -35.3230200185819,149.151011287913 -35.32272968973)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003643-260129131611470/datasets/export for details.
DOI: 10.15468/dl.7t34tg
title: Occurrence Download

description: A dataset containing 554 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((149.159017079192 -35.3280279916988,149.159308545736 -35.3235304276745,149.152566574193 -35.3204277293994,149.15192400234 -35.3241102965578,149.159017079192 -35.3280279916988)))"
 ]
}

 The dataset includes 554 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003642-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gwtjdz
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((149.070657193108 -35.2400381640706,149.070727679754 -35.2409789552977,149.073098836025 -35.2408759281556,149.072999038583 -35.2403394830315,149.070657193108 -35.2400381640706)))"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003645-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.