cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3f2gaw
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Achnanthes, Psammothidium, Achnanthes crassa, , Achnanthes standeri, Achnanthes subaffinis, Achnanthes swazi, Achnanthidium, , Achnanthidium biasolettianum, Achnanthidium exiguum, Achnanthidium macrocephalum, Achnanthidium saprophilum, Actinotaenium, Adlafia, Adlafia bryophila, Ammatoidea, , Amphora, Frustulia, Amphora fontinalis, , , Amphora normanii, Amphora ovalis, Amphora pediculus, Amphora strigosa, Amphora veneta, Anabaena flosaquae, Anabaena, Ankistrodesmus, Apatococcus, Aphanocapsa, Aphanothece, Asterionella, Asterionella formosa, Audouinella, Aulacoseira, Bacillaria, Batrachospermum, Brachysira, Brachysira brebissonii, Brachysira neoxilis, Brachysira wygaschii, Brachysira zellensis, Bulbochaete, Caloneis, Caloneis bacillum, , Calothrix, Capartogramma, , Chaetosphaeridium, Chamaesiphon, Characiopsis, Chlamydomonas, Chlorella, Chlorella saccharophila, Chlorobotrys, Chlorosarcina, Chroococcus, Chroococcus minutus, Chroodactylon, Cladophora glomerata, Cladophora, Closterium, Closterium abruptum, Closterium lineatum, Cocconeis, Cocconeis engelbrechtii, Cocconeis pediculus, Cocconeis placentula, , Coelosphaerium, Coenochloris, Coenococcus, Coenocystis, Cosmarium, Cosmarium tinctum, Craticula accomoda, Craticula, Craticula ambigua, Craticula halophila, Craticula molestiformis, Craticula vixnegligenda, Crucigenia, Cryptomonas, Ctenophora pulchella, Ctenophora, , Cyclostephanos, Cyclotella meneghiniana, Cyclotella, Cyclotella ocellata, Cylindrocapsa, Cylindrocystis, Cylindrospermum, Cymatopleura, )",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.1586 -33.5889,28.2048 -32.9007,25.5395 -32.9007,25.5395 -34.1098,25.6468 -34.1222,25.7787 -34.0734,25.7098 -33.9109,25.8639 -33.797,26.4806 -33.8473,27.1586 -33.5889))"
 ]
}

 The dataset includes 83 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025647-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2b66zg
title: Occurrence Download

description: A dataset containing 2703 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sida rhombifolia",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2703 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025646-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pb74nj
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leontice armeniaca"
 ]
}

 The dataset includes 47 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025651-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s4yee3
title: Occurrence Download

description: A dataset containing 21586 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Plantago sempervirens"
 ]
}

 The dataset includes 21586 records from 312 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025645-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hxqe5e
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alosa macedonica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((40.81373 29.26705, 40.81373 50.94, -6.6 50.94, -6.6 29.26705, 40.81373 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025650-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvxr4a
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argya longirostris",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025652-250827131500795/datasets/export for details.
DOI: 10.15468/dl.mkxuej
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia elatior",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025654-250827131500795/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.30040501.v2
title: FlhF interacts with TonB2 to defend against oxidative stress in <i>Campylobacter jejuni </i>[RNA-Seq and Western blot data]

description: This dataset contains RNA-Seq processed data and Western blot raw images supporting the article "FlhF interacts with TonB2 to defend against oxidative stress in <i>Campylobacter jejuni</i>."
DOI: 10.15468/dl.v8tu6t
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia elatior",
 "Country is Kenya",
 "HasCoordinate is true"
 ]
}

 The dataset includes 77 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025655-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjftwc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphibia",
 "Geometry POLYGON ((55.9743 -6.7082, 55.8366 -6.9401, 56.7426 -6.9401, 56.7231 -6.8387, 56.294 -6.5954, 55.9743 -6.7082))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025656-250827131500795/datasets/export for details.
DOI: 10.15468/dl.n78pt9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhopophilus albosuperciliaris",
 "Country is one of (Myanmar, Thailand, Lao People’s Democratic Republic, Cambodia, Viet Nam, Malaysia)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025657-250827131500795/datasets/export for details.
DOI: 10.15468/dl.s45r2k
title: Occurrence Download

description: A dataset containing 1796 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is Eretmochelys imbricata",
 "Year 2015-2025"
 ]
}

 The dataset includes 1796 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025659-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15788350
title: Spike Protein's Conformational Landscape

description: Metadynamics Output files: COLVAR, HILLS

Reweighting files: COLVAR_REWEIGHTING

Reweighted free energy landscape raw data: ff2d.dat

MD input: .gro and .tpr files
DOI: 10.5281/zenodo.16876667
title: Spike Protein's Conformational Landscape

description: Metadynamics Output files: COLVAR, HILLS

Reweighting files: COLVAR_REWEIGHTING

Reweighted free energy landscape raw data: ff2d.dat

MD input: .gro and .tpr files
DOI: 10.15468/dl.awam7r
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia elatior",
 "Country is Thailand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025660-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1129315
title: Data from Fieldwalking and Construction Integrated Recording at Field 46, North of Ilett's Farm, Radstone, West Northamptonshire, 2021-2022 (HS2 Phase One)

description: This collection comprises images, site records, reports, vector data, and a Harris matrix from fieldwalking and constructed integrated recording at Field 46, north of Ilett's Farm, Radstone, West Northamptonshire. This work was undertaken by Archaeological Research Services Ltd between August 2021 and May 2022 and forms part of the High Speed 2 (HS2) Phase 1 rail project. The site produced groups of highly truncated pits, postholes, and stakeholes indicative of early structures together with some later elements of what was thought to be a Roman field system and three associated cremations.
DOI: 10.15468/dl.y53h3w
title: Occurrence Download

description: A dataset containing 630 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Mongolia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bassia prostrata"
 ]
}

 The dataset includes 630 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025661-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zeqyf9
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Achnanthes, Psammothidium, Achnanthes crassa, , Achnanthes standeri, Achnanthes subaffinis, Achnanthes swazi, Achnanthidium, , Achnanthidium biasolettianum, Achnanthidium exiguum, Achnanthidium macrocephalum, Achnanthidium saprophilum, Actinotaenium, Adlafia, Adlafia bryophila, Ammatoidea, , Amphora, Frustulia, Amphora fontinalis, , , Amphora normanii, Amphora ovalis, Amphora pediculus, Amphora strigosa, Amphora veneta, Anabaena flosaquae, Anabaena, Ankistrodesmus, Apatococcus, Aphanocapsa, Aphanothece, Asterionella, Asterionella formosa, Audouinella, Aulacoseira, Bacillaria, Batrachospermum, Brachysira, Brachysira brebissonii, Brachysira neoxilis, Brachysira wygaschii, Brachysira zellensis, Bulbochaete, Caloneis, Caloneis bacillum, , Calothrix, Capartogramma, , Chaetosphaeridium, Chamaesiphon, Characiopsis, Chlamydomonas, Chlorella, Chlorella saccharophila, Chlorobotrys, Chlorosarcina, Chroococcus, Chroococcus minutus, Chroodactylon, Cladophora glomerata, Cladophora, Closterium, Closterium abruptum, Closterium lineatum, Cocconeis, Cocconeis engelbrechtii, Cocconeis pediculus, Cocconeis placentula, , Coelosphaerium, Coenochloris, Coenococcus, Coenocystis, Cosmarium, Cosmarium tinctum, Craticula accomoda, Craticula, Craticula ambigua, Craticula halophila, Craticula molestiformis, Craticula vixnegligenda, Crucigenia, Cryptomonas, Ctenophora pulchella, Ctenophora, , Cyclostephanos, Cyclotella meneghiniana, Cyclotella, Cyclotella ocellata, Cylindrocapsa, Cylindrocystis, Cylindrospermum, Cymatopleura, )",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((18.2339 -32.5266,18.1411 -32.657,18.1007 -32.7021,18.0224 -32.6366,17.8923 -32.6419,17.754 -32.8255,17.7723 -32.9007,20.509 -32.9007,20.509 -28.5786,16.2782 -28.5786,16.4358 -28.7202,16.726 -29.1235,17.1957 -30.3752,17.6655 -31.1743,18.1322 -31.7679,18.2495 -32.2638,18.2339 -32.5266))"
 ]
}

 The dataset includes 174 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025662-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfcqfb
title: Occurrence Download

description: A dataset containing 175847 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "Year is greater than or equal to 2024",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Germany)"
 ]
}

 The dataset includes 175847 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025630-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r6jt4w
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sida tenuicarpa",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 83 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025663-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/jrhnax
title: DrivAerNet++: Sketches

description: In addition to the 3D mesh data, our dataset includes diverse sketch representations of automotive designs through two complementary approaches: Canny edge detection and CLIPasso-generated hand-drawn sketches. The Canny edge sketches provide precise, consistent edge-based representations that capture the fundamental geometric features and contours of each vehicle design. The CLIPasso sketches offer more organic, hand-drawn style representations that mimic human artistic interpretation of the automotive forms. These dual sketch modalities are instrumental for a range of machine learning tasks, including sketch-to-3D generation, cross-modal retrieval, style transfer, and multi-modal learning applications. The comprehensive sketch representations can also facilitate automated design workflows by providing both technical edge information and artistic interpretation of vehicle geometries. By incorporating these complementary sketch styles, our dataset enhances the utility for developing and testing advanced algorithms in automotive design, computer vision, and human-computer interaction for engineering applications.

&lt;br /&gt;&lt;br /&gt;
&lt;b&gt;Strict Licensing Notice&lt;/b&gt;: DrivAerNet/DrivAerNet++ is released under the Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0) and is exclusively for non-commercial research and educational purposes. Any commercial use—including, but not limited to, training machine learning models, developing generative AI tools, creating software products, running new simulations using the provided geometries or any derived geometries, or other commercial R&D applications—is strictly prohibited. Unauthorized commercial use of DrivAerNet/DrivAerNet++, or any derived data, will result in enforcement by the MIT Technology Licensing Office (MIT TLO) and may carry legal consequences.
description: <b>The data for this project are stored on the Northeast Storage Exchange (NESE)</b>. Follow the instructions for large data download found on our website:
Downloading data from NESE via Globus: Quick Start<br><br>
DOI: 10.15468/dl.g2y2qx
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cottus hispaniolensis)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 14 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025664-250827131500795/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.30051910
title: The burden of COPD-HF comorbidity in older adults

description: It is ariticle's derived datasets.
DOI: 10.6084/m9.figshare.30051910.v1
title: The burden of COPD-HF comorbidity in older adults

description: It is ariticle's derived datasets.
DOI: 10.7929/issda/dowcqo
title: Irish National Time Use Survey, 2005

description: The Irish National Time-Use Survey 2005 is a pilot survey conducted by the Economic and Social Research Institute for the NDP Gender Equality Unit of the Department of Justice, Equality, and Law Reform. It collects for the first time detailed national time-use statistics on Irish women and men’s daily activities. Just over 1,000 adults filled out two diaries that provided a complete record of their activities over a 24 hour period – one diary was completed for a weekday and another for a weekend day. These results provide nationally representative and accurate estimates of the amount of time people in Ireland spend on a wide range of activities from watching TV and volunteering, through to cleaning, childcare, travelling and employment. The results also quantify for the first time important differences in the time-use of women and men, such as differences in the time spent on caring and unpaid household work and differences in leisure time and leisure activities. These data also fill an important gap in comparative research, since up until now Ireland was one of the few countries in the developed world not to have time-use data.
DOI: 10.17605/osf.io/k8bth
title: Gaps in Mathematical Knowledge and Skills of STEM Students

description: Aim of the study The primary aim of this study is to identify, analyze, and assess gaps in the mathematical preparation of first-year undergraduate students enrolled in STEM programs. The study focuses on: • Determining the overall level of students’ mathematical preparation from the perspective of educators. • Assessing trends in knowledge levels (deterioration or improvement) compared to previous years. • Detailing specific problem areas and topics in mathematical knowledge and skills (e.g., working with formulas, functions, mathematical analysis, logical reasoning, etc.). • Identifying the causes of these gaps (internal factors related to the educational process, external social and economic factors, impact of martial law). • Collecting suggestions from instructors on ways to address these gaps and improve the educational process. Study Sample (Respondents) The sample is purposive and representative of the group of experts who work directly with first-year STEM students. Respondent category: University educators in Ukraine. Selection criteria: Educators who teach in STEM programs and deliver both professionally-oriented and mathematical courses. Research Methodology and Instruments Type of study: Quantitative, descriptive-analytical. Data collection method: Electronic online survey using a structured questionnaire. Instrument: A questionnaire that includes various types of questions: Closed questions: “Yes/No” responses. Closed questions with multiple alternatives (nominal scale): Selecting one or more answers from a provided list. Likert-scale questions: Statements rated on a 5-point scale (from 1 – “Strongly Disagree” to 5 – “Strongly Agree”). This allows measuring the intensity of the instructor’s opinion and attitude toward the issue. Semi-closed questions: Including an “Other” option with the possibility to provide a custom response. Open-ended questions: Questions without predefined answers, allowing respondents to freely express their opinion. This study represents a systematic attempt to obtain an objective, quantitative assessment of the mathematical preparation of STEM students from the perspective of key participants in the educational process (university educators) with the aim of developing specific recommendations for its improvement at the national level.
DOI: 10.15468/dl.qjeejg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alosa vistonica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((40.81373 29.26705, 40.81373 50.94, -6.6 50.94, -6.6 29.26705, 40.81373 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025665-250827131500795/datasets/export for details.
DOI: 10.15468/dl.6z44mv
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Achnanthes, Psammothidium, Achnanthes crassa, , Achnanthes standeri, Achnanthes subaffinis, Achnanthes swazi, Achnanthidium, , Achnanthidium biasolettianum, Achnanthidium exiguum, Achnanthidium macrocephalum, Achnanthidium saprophilum, Actinotaenium, Adlafia, Adlafia bryophila, Ammatoidea, , Amphora, Frustulia, Amphora fontinalis, , , Amphora normanii, Amphora ovalis, Amphora pediculus, Amphora strigosa, Amphora veneta, Anabaena flosaquae, Anabaena, Ankistrodesmus, Apatococcus, Aphanocapsa, Aphanothece, Asterionella, Asterionella formosa, Audouinella, Aulacoseira, Bacillaria, Batrachospermum, Brachysira, Brachysira brebissonii, Brachysira neoxilis, Brachysira wygaschii, Brachysira zellensis, Bulbochaete, Caloneis, Caloneis bacillum, , Calothrix, Capartogramma, , Chaetosphaeridium, Chamaesiphon, Characiopsis, Chlamydomonas, Chlorella, Chlorella saccharophila, Chlorobotrys, Chlorosarcina, Chroococcus, Chroococcus minutus, Chroodactylon, Cladophora glomerata, Cladophora, Closterium, Closterium abruptum, Closterium lineatum, Cocconeis, Cocconeis engelbrechtii, Cocconeis pediculus, Cocconeis placentula, , Coelosphaerium, Coenochloris, Coenococcus, Coenocystis, Cosmarium, Cosmarium tinctum, Craticula accomoda, Craticula, Craticula ambigua, Craticula halophila, Craticula molestiformis, Craticula vixnegligenda, Crucigenia, Cryptomonas, Ctenophora pulchella, Ctenophora, , Cyclostephanos, Cyclotella meneghiniana, Cyclotella, Cyclotella ocellata, Cylindrocapsa, Cylindrocystis, Cylindrospermum, Cymatopleura, )",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((15.6372 -28.0032,16.2782 -28.5786,20.509 -28.5786,20.509 -24.0715,15.4933 -24.0715,15.4945 -24.1257,16.0509 -25.6631,15.6372 -28.0032))"
 ]
}

 The dataset includes 54 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025668-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.