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

description: A dataset containing 937 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prochilodus magdalenae Steindachner, 1879"
 ]
}

 The dataset includes 937 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017095-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q3ccsh
title: Occurrence Download

description: A dataset containing 197290 species occurrences available in GBIF matching the query:
{
 "PublishingCountry" : [
 "is New Caledonia"
 ]
}

 The dataset includes 197290 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0193673-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5udujb
title: Occurrence Download

description: A dataset containing 303 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Lygophis lineatus (Linnaeus, 1758)"
 ]
}

 The dataset includes 303 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089351-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.889jcz
title: Occurrence Download

description: A dataset containing 1525909 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-1.52879798 37.84406662,0.69069499 37.84406662,0.69069499 40.78865433,-1.52879798 40.78865433,-1.52879798 37.84406662))",
 "TaxonKey is Tracheophyta",
 "InstitutionCode is BDBCV"
 ]
}

 The dataset includes 1525909 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004400-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pxtffu
title: Occurrence Download

description: A dataset containing 97799 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Phaethornis guy (R.Lesson, 1833)"
 ]
}

 The dataset includes 97799 records from 167 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089328-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j4swzs
title: Occurrence Download

description: A dataset containing 2644 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Oxyura maccoa (Eyton, 1838)"
 ]
}

 The dataset includes 2644 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0364135-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n9wmsr
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "Geometry POLYGON((-6.81042 43.17737,-6.82361 42.90491,-3.47498 42.6676,-1.47546 42.89172,-1.5238 43.26086,-1.6864 43.2345,-3.65076 43.50256,-6.81042 43.17737))",
 "TaxonKey is Lobaria virens (With.) J.R.Laundon",
 "Year 2000-2020"
 ]
}

 The dataset includes 43 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0148023-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2aejba
title: Occurrence Download

description: A dataset containing 297 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Limnoperna fortunei (Dunker, 1857)"
 ]
}

 The dataset includes 297 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139067-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xn5xfc
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceropegia elegans Wall."
 ]
}

 The dataset includes 109 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089417-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xg5pnv
title: Occurrence Download

description: A dataset containing 242191 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "not" : {
 "PublishingCountry" : [
 "is Norway"
 ]
 }
 },
 "Country is Svalbard and Jan Mayen"
 ]
}

 The dataset includes 242191 records from 508 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137015-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e221747v1-192309
title: Annual Homelessness Assessment Report to Congress - reports and data for 2017-2024

description: The Annual Homelessness Assessment Report (AHAR) is a HUD report to the U.S. Congress that provides nationwide estimates of homelessness, including information about the demographic characteristics of homeless persons, service use patterns, and the capacity to house homeless persons. The report is based on Homeless Management Information Systems (HMIS) data about persons who experience homelessness during a 12-month period, point-in-time counts of people experiencing homelessness on one day in January, and data about the inventory of shelter and housing available in a community.<br><br><br>
DOI: 10.15485/3003420
title: Hyporheic-zone Processes and Stream Oxygen Dynamics: Insights from a Multiscale Reactive Transport Model: Modeling Archive

description: This archive contains the data and Python scripts required to reproduce the analyses and figures in the study: Gomez-Velez, J. D., Rathore, S. S., Cohen, M. J., & Painter, S. L. (2025). Hyporheic-zone Processes and Stream Oxygen Dynamics: Insights from a Multiscale Reactive Transport Model. Submitted to Water Resources Research. The analysis utilizes the subgrid model Advection Dispersion Equation with Lagrangian Subgrids (ADELS) implemented in the Advanced Terrestrial Simulator (ATS; https://amanzi.github.io/ats/stable/). In this case, the ATS and Amanzi versions are (1) ATS version 1.5.1_f5ba18f8 and (2) Amanzi version 1.6-dev_53444cca4. The repository includes a Jupyter Notebook and the necessary data (Pandas DataFrames stored as pickle files) to generate the figures for the manuscript. Additionally, it contains Python scripts to create ATS input files, run the ATS simulations, and post-process the results. Finally, it provides routines for parameter estimation using the Single-Station Metabolism (SSM) model with the Differential Evolution Adaptive Metropolis (DREAM) Markov Chain Monte Carlo (MCMC) algorithm with ZS enhancements (DREAM-ZS).
DOI: 10.5281/zenodo.17782903
title: Data for paper "Proportionality-based association metrics in count compositional data"
DOI: 10.5281/zenodo.17782904
title: Data for paper "Proportionality-based association metrics in count compositional data"
DOI: 10.5281/zenodo.17783951
title: Conceptual Framework for Electro-Mechanically Enhanced Lattice Confinement Fusion (EM-LCF): Integration of Low-Energy Nuclear Reactions, Quantum Nanostructured Catalysis, and Bayesian Parameter Inference

description: This manuscript introduces a rigorous conceptual framework for Electro-Mechanically Enhanced Lattice Confinement Fusion (EM-LCF), synthesizing low-energy nuclear reactions (LENR) in deuterated nanostructured lattices \citep{steinetz2020novel}, quantum-confined catalytic mechanisms in engineered nanomaterials \citep{bakranov2024nanomaterials}, and Bayesian inference facilitated by artificial intelligence for parameter optimization \citep{pavone2023machine}. The framework formulates a coupled quantum-electromechanical Hamiltonian and stochastic kinetic model to mitigate reproducibility issues in LENR via dynamic barrier modulation and probabilistic uncertainty quantification. Core mathematical constructs encompass a time-dependent Wentzel-Kramers-Brillouin (WKB) tunneling integral and Markov chain Monte Carlo (MCMC) posterior distributions, corroborated through reproducible Python-based simulations yielding depletion profiles under ambient conditions. Global sensitivity analysis via Sobol decomposition elucidates parameter hierarchies, bolstering model fidelity. Potential applications span sustainable energy sectors, including portable power systems and space propulsion, complemented by empirical validation protocols and a phased development trajectory. Empirical testability is afforded through sensitivity indices, Bayesian credible intervals, and falsifiability metrics such as Bayes factors. Anchored in peer-reviewed sources from \emph{Physical Review C}, \emph{Frontiers in Materials}, and \emph{Plasma Physics and Controlled Fusion}, this framework posits EM-LCF as a viable avenue for compact fusion energy, furnishing a foundational reference for advancing LENR scholarship.
DOI: 10.5281/zenodo.17783930
title: Dataset for design primer of H. bohaiensis
DOI: 10.5281/zenodo.17783931
title: Dataset for design primer of H. bohaiensis
DOI: 10.15468/dl.nq8kwy
title: Occurrence Download

description: A dataset containing 275 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Mollusca collected by Agassiz trawl from the 2016 SO-AntEco Expedition to the South Orkney Islands, Antarctica - data"
 ]
}

 The dataset includes 275 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021443-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/sjnq-zp13
title: "Adaptive Authorization through Transformer-Based Learning"

description: "Access control governs how entities interact with protected resources and remains a central pillar of modern cybersecurity. Classical authorization frameworks such as DAC, MAC, RBAC, and ABAC provide structured and interpretable policy foundations but depend heavily on manual policy and attribute engineering, making them increasingly difficult to maintain in large, dynamic environments. As organizational roles, contextual attributes, and system conditions evolve, policy drift, privilege accumulation, and configuration inconsistencies emerge, weakening security posture.Recent advances in machine learning (ML) offer the ability to automate authorization by learning predictive relationships from user, resource, and contextual metadata. However, progress is constrained by the scarcity of real-world datasets, inconsistent evaluation methodologies, and challenges associated with heterogeneous or incomplete attribute sets.Motivated by these limitations, this work focuses on a synthetic data generation and evaluation framework for access-control models.Leveraging domain-informed synthetic datasets that emulate realistic healthcare authorization conditions including role hierarchies, permission distributions, and anomaly patterns, we systematically evaluate transformer models against traditional machine-learning approaches. Results show that while tree-based ensembles perform strongly in low-noise, low-data environments, transformer-based and other neural architectures scale more robustly as data scale and complexity grows. These findings reinforce emerging evidence that modern attention-based models offer promising advantages for adaptive, data-driven authorization in real-world environments."
DOI: 10.15468/dl.ay37wr
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is New species of Euplocania Enderlein (Psocodea, ‘ Psocoptera’, Ptiloneuridae) from Brazil, with a checklist of all known species of the genus"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021446-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ffhbgj
title: Occurrence Download

description: A dataset containing 104008 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vicia villosa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 104008 records from 1064 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021437-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vpsmb7
title: Occurrence Download

description: A dataset containing 34412 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Crassula helmsii, Lithobates catesbeianus, Misgurnus mohoity, Myriophyllum aquaticum, Procambarus clarkii, Procambarus virginalis, Xenopus laevis, Zizania latifolia)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 34412 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021447-251120083545085/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.29254514
title: The impact of penguin guano inputs on DOM in East Antarctic lake sediments

description: The impact of penguin guano inputs on DOM in East Antarctic lake sedimentsThis release contains the full data release, raw physicochemical data, PARAFAC model, Py-GC/MS analysis and associated scripts.<b>This repository includes:</b>1. Spreadsheet of comparison of DOC: TOC data and its sources2. Spreadsheet of DOM parameters generating figures 2 and 3 in the manuscript3. Text of Validated PARAFAC model and processed EEMS4. Spreadsheet of all raw physicochemical data5. Spreadsheets containing all Py-GC/MS measurement dataInformation on data processing and parameters used can be located in manuscript supplemental and within each item.
DOI: 10.6084/m9.figshare.29254514.v6
title: The impact of penguin guano inputs on DOM in East Antarctic lake sediments

description: The impact of penguin guano inputs on DOM in East Antarctic lake sedimentsThis release contains the full data release, raw physicochemical data, PARAFAC model, Py-GC/MS analysis and associated scripts.<b>This repository includes:</b>1. Spreadsheet of comparison of DOC: TOC data and its sources2. Spreadsheet of DOM parameters generating figures 2 and 3 in the manuscript3. Text of Validated PARAFAC model and processed EEMS4. Spreadsheet of all raw physicochemical data5. Spreadsheets containing all Py-GC/MS measurement dataInformation on data processing and parameters used can be located in manuscript supplemental and within each item.
DOI: 10.6084/m9.figshare.29254514.v5
title: The impact of penguin guano inputs on DOM in East Antarctic lake sediments

description: The impact of penguin guano inputs on DOM in East Antarctic lake sedimentsThis release contains the full data release, raw physicochemical data, PARAFAC model, Py-GC/MS analysis and associated scripts.<b>This repository includes:</b>1. Spreadsheet of comparison of DOC: TOC data and its sources2. Spreadsheet of DOM parameters generating figures 2 and 3 in the manuscript3. Text of Validated PARAFAC model and processed EEMS4. Spreadsheet of all raw physicochemical data5. Spreadsheets containing all Py-GC/MS measurement dataInformation on data processing and parameters used can be located in manuscript supplemental and within each item.
DOI: 10.15468/dl.7jmm4k
title: Occurrence Download

description: A dataset containing 921 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vulpia microstachys",
 "HasCoordinate is true"
 ]
}

 The dataset includes 921 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021449-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pw2r2c
title: Occurrence Download

description: A dataset containing 11038 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is one of (Spodoptera frugiperda, Mayetiola destructor, Diuraphis noxia, Cephus cinctus, Sitodiplosis mosellana)",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 11038 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021450-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25442/hku.29986765
title: Data in the paper titled "Propagandization of Policy Reversal: China State Media’s Nationalistic Narratives of 'Dynamic Zeroing' and 'Living with the Virus'"

description: File name: zerocovid_weibo.csv<br>Weibo data used in the paper "Propagandization of Policy Reversal: China State Media’s Nationalistic Narratives of 'Dynamic Zeroing' and 'Living with the Virus”'"<br>Column names:text (character) - original text of the weibosuser_idx (double) - anonymized user index, from 1 to 832type (character) - P stands for "provincial media" and "C" stands for "central media"period (double) - Phase 1 to 4. - from January 1 to March 31, 2020 (Phase 1), from April 1, 2020 to February 29, 2022 (Phase 2), from March 1, 2022 to December 7, 2022 (Phase 3), and from December 7, 2022 to March 31, 2023 (Phase 4)
DOI: 10.25442/hku.29986765.v1
title: Data in the paper titled "Propagandization of Policy Reversal: China State Media’s Nationalistic Narratives of 'Dynamic Zeroing' and 'Living with the Virus'"

description: File name: zerocovid_weibo.csv<br>Weibo data used in the paper "Propagandization of Policy Reversal: China State Media’s Nationalistic Narratives of 'Dynamic Zeroing' and 'Living with the Virus”'"<br>Column names:text (character) - original text of the weibosuser_idx (double) - anonymized user index, from 1 to 832type (character) - P stands for "provincial media" and "C" stands for "central media"period (double) - Phase 1 to 4. - from January 1 to March 31, 2020 (Phase 1), from April 1, 2020 to February 29, 2022 (Phase 2), from March 1, 2022 to December 7, 2022 (Phase 3), and from December 7, 2022 to March 31, 2023 (Phase 4)
DOI: 10.15468/dl.m7efab
title: Occurrence Download

description: A dataset containing 27828 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bangladesh",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Plegadis falcinellus, Threskiornis melanocephalus, Ardea purpurea, Ardea cinerea, Ardeola grayii, Phalacrocorax carbo, Calidris minuta, Tringa glareola, Tringa nebularia, Tringa totanus, Gallinago gallinago, Limosa limosa, Dendrocygna javanica, Aythya fuligula, Aythya nyroca, Anas crecca, Mareca penelope, Spatula clypeata, Spatula querquedula, Anas acuta)"
 ]
}

 The dataset includes 27828 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021451-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6w7tkz
title: Occurrence Download

description: A dataset containing 16402 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Fossil, Living Specimen)",
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Allium, Apios, Asclepias, Astragalus, Asyneuma, Athyrium, Balsamorhiza, Bloomeria, Boschniakia, Brodiaea, Caesalpinia, Calochortus, Camassia, Cardamine, Carex, Chamaesyce, Chlorogalum, Cirsium, Claytonia, Colocasia, Conioselinum, Cucumis, Cymopterus, Cynoglossum, Cyperus, Dalea, Dasylirion, Daucus, Dichelostemma, Dioscorea, Dodecatheon, Dryopteris, Equisetum, Eriogonum, Eriophorum, Erythronium, Ferula, Frasera, Fritillaria, Glycyrrhiza, Hedysarum, Gaura, Helianthus, Hesperocallis, Hoffmannseggia, Hydrophyllum, Ipomoea, Juncus, Lathyrus, Leucocrinum, Lewisia, Liatris, Ligusticum, Lilium, Lithospermum, Lomatium, Lupinus, Lycopus, Maianthemum, Maianthemum, Melica, Menyanthes, Monolepis, Musineon, Myriophyllum, Nuphar, Oenothera, Orobanche, Osmorrhiza, Oxalis, Oxypolis, Oxytropis, Parrya, Parthenocissus, Pedicularis, Pediomelum, Peniocereus, Perideridia, Peucedanum, Phegopteris, Pholisma, Phyllospadix, Physocarpus, Piperia, Pluchea, Polypodium, Polystichum, Pteridium, Pyrrhopappus, Ranunculus, Rumex, Sabal, Sagittaria, Scirpus, Sedum, Silene, Sium, Smilax, Solanum, Solidago, Sophora, Sphaeralcea, Strophostyles, Trifolium, Triteleia, Typha, Valeriana, Wyethia, Yucca, Zigadenus, Zostera)"
 ]
}

 The dataset includes 16402 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021453-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdpchm
title: Occurrence Download

description: A dataset containing 3405 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vulpia octoflora",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3405 records from 185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021452-251120083545085/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/13951879
title: Ethereum Price Data Binance API (2017–Now)
DOI: 10.5281/zenodo.17783982
title: Historical Specimen Metadata from Hog Island Audubon Camp Natural History Collection

description: This repository contains an .csv file that contains DarwinCore-style metadata associated with specimens in the Hog Island Audubon Camp Natural History Collection in Maine. The data also contains a plain text .csv file for Table 1 in the associated manuscript.
DOI: 10.15468/dl.tmgg88
title: Occurrence Download

description: A dataset containing 2499 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Wachendorfia paniculata",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2499 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021454-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vpa262
title: Occurrence Download

description: A dataset containing 434 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Waitzia nitida",
 "HasCoordinate is true"
 ]
}

 The dataset includes 434 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021456-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.