cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/axlcjr
title: SP - Herbário do Estado "Maria Eneyda P. Kaufmann Fidalgo" - Coleção de Fanerógamas

description: O Herbário possui mais de 350.000 exsicatas documentando a flora brasileira, acondicionadas em armários especiais e a temperatura controlada. É o melhor documentário da biodiversidade da flora paulista com representantes de todos os grupos vegetais. O Herbário está entre os três maiores do Brasil, em número de exsicatas catalogadas e encontra-se em processo de informatização através do software Brahms.
DOI: 10.5281/zenodo.18792652
title: ANTICOAGULANT THERAPY DURING PREGNANCY

description: Pregnancy is a complex biological process accompanied by significant physiological changes in a woman's body. During this period, the coagulation system becomes markedly activated, increasing the risk of thromboembolic events such as venous thromboembolism and thrombophlebitis. Anticoagulant therapy plays a crucial role in the prevention and treatment of thrombotic complications in pregnant women.
DOI: 10.5683/sp3/bxv4de
title: A hydrometeorological dataset from the taiga-tundra ecotone in the western Canadian Arctic: Trail Valley Creek, Northwest Territories

description: &lt;p&gt;Across the Arctic, we are observing climate system feedback with permafrost thaw, rising air temperatures, changes in surface and subsurface hydrology, vegetation, wildlife and northern communities. There is a need for high quality and long duration records, with datasets targeting characteristics of snow, hydrology, vegetation, sub-surface thermal properties of the permafrost, and fluxes of water and energy. The Laurier Trail Valley Creek (TVC) Arctic Research Station, approximately 50 km north of Inuvik (NT, Canada) in the low Arctic tundra, was established in 1991. With scattered patches of tall shrubs and spruce forests, TVC is underlain with ice-rich continuous permafrost approximately 150 – 350 meters in depth, with ice-wedges, tabular ice, segregated ice, thermokarst lakes and drained lakes. The research station hosts teams of interdisciplinary, multi-institutional research groups from across Canada and other countries. A core aspect of hydrological research at TVC is the integration of distributed snow mapping, eddy covariance measurements of energy and water between the Arctic tundra landscape and atmosphere, lake levels and streamflow, extensive remote sensing and high-resolution spatially distributing modelling. 
&lt;/p&gt;&lt;p&gt;
The multi-decadal TVC dataset described here includes:
&lt;/p&gt;
&lt;ul&gt;
 &lt;li&gt;Weather station data (1991-2025)&lt;/li&gt;
 &lt;li&gt;End of winter distributed snow observations (1991-2025)&lt;/li&gt;
 &lt;li&gt;Gap-filled meteorological data (1991-2023)&lt;/li&gt;
 &lt;li&gt;Daily TVC discharge from the Environment and Climate Change Canada hydrometric station (10ND002) (1977-2025)&lt;/li&gt;
 &lt;li&gt;TVC watershed boundaries&lt;/li&gt;
&lt;/ul&gt;
description: Trail Valley Creek Research Data
description: Added 2025 data.
DOI: 10.25549/pcra-ouc11399bwfj
title: Maiak = [Lighthouse], vol. 13, no. 2 (1935)

description: Monthly
DOI: 10.5281/zenodo.18791900
title: A Novel Integrated Multi-Scale Framework for Modeling Combustion Processes in Alternative Fuels: Integrating Bayesian Uncertainty Quantification, Sensitivity Analysis, and Empirical Validation

description: This conceptual paper introduces a novel framework for modeling combustion in alternative fuels, integrating multi-scale approaches from quantum chemistry to macroscopic engine performance. We propose a hybrid model combining detailed kinetic mechanisms with Bayesian inference for uncertainty quantification and advanced sensitivity analysis using Saltelli sampling. Supported by real-world data on hydrogen, biodiesel, and ethanol combustion, the framework incorporates rigorous mathematical derivations, Python-based simulations with multiple-chain MCMC, and falsifiability assessments. Quantitative validation metrics such as RMSE and R² demonstrate superior performance compared to deterministic models. This approach enables predictive, reproducible evaluations of sustainable fuels, drawing from interdisciplinary fields including chemical engineering, statistical mechanics, and computational fluid dynamics. All data and codes are self-contained within this manuscript and supplementary materials.
DOI: 10.5281/zenodo.18792658
title: A Novel Integrated Multi-Scale Framework for Modeling Combustion Processes in Alternative Fuels: Integrating Bayesian Uncertainty Quantification, Sensitivity Analysis, and Empirical Validation

description: This conceptual paper introduces a novel framework for modeling combustion in alternative fuels, integrating multi-scale approaches from quantum chemistry to macroscopic engine performance. We propose a hybrid model combining detailed kinetic mechanisms with Bayesian inference for uncertainty quantification and advanced sensitivity analysis using Saltelli sampling. Supported by real-world data on hydrogen, biodiesel, and ethanol combustion, the framework incorporates rigorous mathematical derivations, Python-based simulations with multiple-chain MCMC, and falsifiability assessments. Quantitative validation metrics such as RMSE and R² demonstrate superior performance compared to deterministic models. This approach enables predictive, reproducible evaluations of sustainable fuels, drawing from interdisciplinary fields including chemical engineering, statistical mechanics, and computational fluid dynamics. All data and codes are self-contained within this manuscript and supplementary materials.
DOI: 10.25549/pcra-ouc11399bwgr
title: Maiak = [Lighthouse], vol. 15, no. 2 (1937)

description: Monthly
DOI: 10.5281/zenodo.18792666
title: quercus_subspathulata_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.18792665
title: quercus_subspathulata_decontaminated_FSCR.fasta.gz
DOI: 10.15468/dl.zv2je2
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-37.3296229189314 32.4392704459637, -18.8578240979978 32.4392704459637, -18.8578240979978 43.6656174814093, -37.3296229189314 43.6656174814093, -37.3296229189314 32.4392704459637))",
 "TaxonKey is one of (Mesoplodon europaeus)",
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 39 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000188-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57783/7qwz-vx36
title: OpenAI API Billing - DEV
DOI: 10.5281/zenodo.18776934
title: Replication Package for the Paper Entitled: "Rationales Matter: One-Shot Prompting for Modeling Requirements-Based Testing"

description: This replication package contains the materials used to support RG4T (requirements graph for testing) generation and evaluation as reported in the paper “Rationales Matter: One-Shot Prompting for Modeling Requirements-Based Testing.” The package includes the justifications of model usages, all the prompts used in the experiments, input requirements, expert-constructed RG4T's, corresponding dot code files, expert-constructed rationales (ECRs), Sneed’s methods rationales (SMRs), and experimental results.
DOI: 10.25549/pcra-ouc11399cdx7
title: Seiatel' istiny = The sower of truth, vol. 15, no. 1 (January 1930)

description: Monthly
DOI: 10.5281/zenodo.18776933
title: Replication Package for the Paper Entitled: "Rationales Matter: One-Shot Prompting for Modeling Requirements-Based Testing"

description: This replication package contains the materials used to support RG4T (requirements graph for testing) generation and evaluation as reported in the paper “Rationales Matter: One-Shot Prompting for Modeling Requirements-Based Testing.” The package includes the justifications of model usages, all the prompts used in the experiments, input requirements, expert-constructed RG4T's, corresponding dot code files, expert-constructed rationales (ECRs), Sneed’s methods rationales (SMRs), and experimental results.
DOI: 10.15468/dl.5g8np9
title: Occurrence Download

description: A dataset containing 1234 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyrtograpsus angulatus"
 ]
}

 The dataset includes 1234 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000189-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h2xqpd
title: Occurrence Download

description: A dataset containing 17849 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Ternstroemia"
 ]
}

 The dataset includes 17849 records from 447 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000190-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id64416.1
title: StrainInfo SI-ID 64416.1

description: StrainInfo dataset 64416 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64417.1
title: StrainInfo SI-ID 64417.1

description: StrainInfo dataset 64417 about a strain of Aeromonas caviae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64418.1
title: StrainInfo SI-ID 64418.1

description: StrainInfo dataset 64418 about a strain of Aeromonas caviae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64419.1
title: StrainInfo SI-ID 64419.1

description: StrainInfo dataset 64419 about a strain of Aeromonas caviae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64278.1
title: StrainInfo SI-ID 64278.1

description: StrainInfo dataset 64278 about a strain of Moesziomyces antarcticus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64279.1
title: StrainInfo SI-ID 64279.1

description: StrainInfo dataset 64279 about a strain of Providencia rustigianii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64280.1
title: StrainInfo SI-ID 64280.1

description: StrainInfo dataset 64280 about a strain of Providencia rustigianii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64378.1
title: StrainInfo SI-ID 64378.1

description: StrainInfo dataset 64378 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64379.1
title: StrainInfo SI-ID 64379.1

description: StrainInfo dataset 64379 about a strain of Streptomyces griseoflavus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64380.1
title: StrainInfo SI-ID 64380.1

description: StrainInfo dataset 64380 about a strain of Streptomyces roseochromogenus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64381.1
title: StrainInfo SI-ID 64381.1

description: StrainInfo dataset 64381 about a strain of Streptomyces hygroscopicus subsp. hygroscopicus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64420.1
title: StrainInfo SI-ID 64420.1

description: StrainInfo dataset 64420 about a strain of Aeromonas caviae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64421.1
title: StrainInfo SI-ID 64421.1

description: StrainInfo dataset 64421 about a strain of Aeromonas caviae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64422.1
title: StrainInfo SI-ID 64422.1

description: StrainInfo dataset 64422 about a strain of Aeromonas hydrophila subsp. hydrophila. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64423.1
title: StrainInfo SI-ID 64423.1

description: StrainInfo dataset 64423 about a strain of Aeromonas hydrophila subsp. hydrophila. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64281.1
title: StrainInfo SI-ID 64281.1

description: StrainInfo dataset 64281 about a strain of Providencia rustigianii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64282.1
title: StrainInfo SI-ID 64282.1

description: StrainInfo dataset 64282 about a strain of Providencia rustigianii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64283.1
title: StrainInfo SI-ID 64283.1

description: StrainInfo dataset 64283 about a strain of Aeromonas hydrophila subsp. hydrophila. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64284.1
title: StrainInfo SI-ID 64284.1

description: StrainInfo dataset 64284 about a strain of Aeromonas caviae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64382.1
title: StrainInfo SI-ID 64382.1

description: StrainInfo dataset 64382 about a strain of Streptomyces davaonensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64383.1
title: StrainInfo SI-ID 64383.1

description: StrainInfo dataset 64383 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.98y4m2
title: Occurrence Download

description: A dataset containing 789 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Blainvillea acmella (L.) Philipson)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 789 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079790-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id64384.1
title: StrainInfo SI-ID 64384.1

description: StrainInfo dataset 64384 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64385.1
title: StrainInfo SI-ID 64385.1

description: StrainInfo dataset 64385 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64424.1
title: StrainInfo SI-ID 64424.1

description: StrainInfo dataset 64424 about a strain of Didymostilbe aurantiospora. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64425.1
title: StrainInfo SI-ID 64425.1

description: StrainInfo dataset 64425 about a strain of Didymostilbe aurantiospora. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64426.1
title: StrainInfo SI-ID 64426.1

description: StrainInfo dataset 64426 about a strain of Didymostilbe aurantiospora. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64427.1
title: StrainInfo SI-ID 64427.1

description: StrainInfo dataset 64427 about a strain of Endocalyx melanoxanthus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.cdb5ns
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oxytropis triflora Hoppe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 115 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297937-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id64285.1
title: StrainInfo SI-ID 64285.1

description: StrainInfo dataset 64285 about a strain of Aeromonas hydrophila subsp. hydrophila. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.6wkurx
title: Occurrence Download

description: A dataset containing 11798 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-170 5,-45 5,-45 90,-170 90,-170 5))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Glaucopsyche lygdamus (Doubleday, 1842)"
 ]
}

 The dataset includes 11798 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029865-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id64286.1
title: StrainInfo SI-ID 64286.1

description: StrainInfo dataset 64286 about a strain of Aeromonas hydrophila subsp. hydrophila. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64287.1
title: StrainInfo SI-ID 64287.1

description: StrainInfo dataset 64287 about a strain of Aeromonas hydrophila subsp. hydrophila. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64387.1
title: StrainInfo SI-ID 64387.1

description: StrainInfo dataset 64387 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64388.1
title: StrainInfo SI-ID 64388.1

description: StrainInfo dataset 64388 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64389.1
title: StrainInfo SI-ID 64389.1

description: StrainInfo dataset 64389 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64390.1
title: StrainInfo SI-ID 64390.1

description: StrainInfo dataset 64390 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64428.1
title: StrainInfo SI-ID 64428.1

description: StrainInfo dataset 64428 about a strain of Endocalyx melanoxanthus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id64429.1
title: StrainInfo SI-ID 64429.1

description: StrainInfo dataset 64429 about a strain of Endocalyx melanoxanthus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.