cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18419605
title: Disciplinary Attentiveness to Student Ideas in Physics (DASI-P) Dataset

description: This dataset represents a de-identified analytic dataset from a pilot administration of the Disciplinary Attentiveness to Student Ideas in Physics (DASI-P) instrument, designed for research and program-level evaluation rather than individual assessment.

Data collection.

Data were collected via an online survey administered in Qualtrics to physics educators. Respondents were randomly assigned up to 10 tasks from a pool of 23 tasks to manage survey length. Each task included five prompts: identification of task intent (T), interpretation of Student A’s response (SA), proposed instructional next step for Student A (TA), interpretation of Student B’s response (SB), and proposed instructional next step for Student B (TB). Randomized task assignment resulted in structural missingness that reflects survey design rather than item nonresponse.

Raw data and processing.

Raw survey responses were initially collected as free-response text. These responses were coded by the research team into three categories—Strong, Weak, and Vague/Generic—based on alignment with disciplinary intent, interpretation of student thinking, and appropriateness of instructional response. The public dataset includes only the coded analytic data; raw free-response text, handwritten student artifacts, and Qualtrics administrative metadata (e.g., IP addresses, timestamps) are excluded to protect participant privacy.

Dataset structure and attributes.

Each column corresponds to a coded response for a specific question type within a specific physics task. Column names follow a structured naming convention combining a task code and a question-type code (e.g., FSP_SB = interpretation of Student B’s response for the Forces Skateboard Push task). Responses are categorical (Strong / Weak / Vague) and are not assumed to be strictly ordinal; category functioning is treated as an empirical question during analysis.

Analysis context.

The dataset supports analyses of instrument functioning, item performance, and response-category behavior, including exploratory psychometric and item-level triage analyses. It is intended to inform instrument refinement and short-form identification. No formulas are used to generate derived variables in the public dataset.
DOI: 10.15468/dl.z5s8hs
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tecoma beckii"
 ]
}

 The dataset includes 35 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027353-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h4zvys
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is Sao Tome and Principe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027354-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k4xyat
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is Saudi Arabia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027355-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14458/utcc.the.2008.19
title: ความสามารถในการแข่งขันของการส่งออกสินค้าอุตสาหกรรมของประเทศไทยในประเทศจีน ในช่วงระหว่างปี พ.ศ. 2542-2549
DOI: 10.14458/utcc.the.2008.20
title: Buyer's decision in willingness to pay for small-displacement vehicles (mini car) in Shandong Province, China
DOI: 10.14458/utcc.the.2008.21
title: Factors affecting export performance of garment industry in Thailand
DOI: 10.14458/utcc.the.2008.22
title: การศึกษาความเป็นไปได้ในการประยุกต์ใช้ Rescaled Range Analysis, Hurst Exponent, Exponential Trend ในการพยากรณ์แนวโน้มดัชนีราคาหุ้นตลาดทรัพย์แห่งประเทศไทย

description: วัตถุประสง์ในการศึกษา เพื่อศึกษาความเป็นไปได้และความเหมาะสมในการประยุกต์ใช้ Rescaled Range Analysis และ Hurst Exponent ในการทดสอบว่าดัชนีราคาหุ้นตลาดหลักทรัพย์ในอดีต มีความสัมพันธ์กับดัชนีราคาหุ้นตลาดหลักทรัพย์ในปัจจุบันหรือไม่ และความเป็นไปได้และความเหมาะสมในการประยุกต์ใช้ Exponential Trend ในการพยากรณ์แนวโน้มดัชนีราคาหุ้นตลาดหลักทรัพย์แห่งประเทศไทย
DOI: 10.5281/zenodo.16868057
title: EviAnn annotated gene models using long-read transcriptomics dataset

description: This gene models were annotated using EviAnn software by providing long-read transcriptomics dataset and Zea mays B73 RefGen_v5 genome and protein reference sequence.

EviAnn (Evidence Annotation) is a novel genome annotation software created by a team from Johns Hopkins University (Zimin AV, Puiu D, Pertea M, Yorke JA, Salzberg SL. Efficient evidence-based genome annotation with EviAnn. bioRxiv [Preprint]. 2025 May 12:2025.05.07.652745. doi: 10.1101/2025.05.07.652745. PMID: 40463080; PMCID: PMC12132231.). Its core principle is being purely evidence-based, meaning it relies directly on biological data rather than solely on "ab initio" (from scratch) gene prediction methods.
DOI: 10.5281/zenodo.16868058
title: EviAnn annotated gene models using long-read transcriptomics dataset

description: This gene models were annotated using EviAnn software by providing long-read transcriptomics dataset and Zea mays B73 RefGen_v5 genome and protein reference sequence.

EviAnn (Evidence Annotation) is a novel genome annotation software created by a team from Johns Hopkins University (Zimin AV, Puiu D, Pertea M, Yorke JA, Salzberg SL. Efficient evidence-based genome annotation with EviAnn. bioRxiv [Preprint]. 2025 May 12:2025.05.07.652745. doi: 10.1101/2025.05.07.652745. PMID: 40463080; PMCID: PMC12132231.). Its core principle is being purely evidence-based, meaning it relies directly on biological data rather than solely on "ab initio" (from scratch) gene prediction methods.
DOI: 10.6084/m9.figshare.29948120.v1
title: XPS and XRD GRAPH.opj

description: <b>Mechanistic Insights into Silane-Modified Graphene Oxide and Cellulose Nanocrystals for Hydrophobic Nanocomposite Coatings</b>
DOI: 10.25919/sckt-e255
title: Parkes observations for project P1365 semester 2025APRS_09

description: We propose a timing follow-up project for two newly discovered pulsars, J0915-6635 and J0917-6642, from the MWA-SMART survey. These pulsars were recently discovered from a blind periodic search of an 80-min SMART survey observation, with an localisation precision of 4 arcminutes. Initial flux density estimates suggest they are faint, requiring follow-up with the Parkes UWL receiver for precise timing solutions, flux density measurements, and polarimetric analysis. Initial analysis suggests a flux density 0.2-0.5 mJy for J0915-6635, and 0.1-0.3 mJy for J0917-6642 at 1.4 GHz, assuming a spectral index of -1.6. Observations with the Murriyang's UWL receiver will help enable a faster convergence to the full coherent timing solution and determine their spin and astrometric parameters, as well as further investigate this through measurements of pulsar flux densities and spectral indices. We will also perform a polarimetric analysis across a wide frequency range to better constrain the pulsars' geometries and emission properties.
DOI: 10.15468/dl.t3qmux
title: Occurrence Download

description: A dataset containing 1549 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Specimen, Material citation, Fossil, Living Specimen, Occurrence evidence)",
 "Continent is one of (North America, South America)",
 "GbifRegion is Latin America and the Caribbean",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Herpailurus yagouaroundi"
 ]
}

 The dataset includes 1549 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027356-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tbjbmy
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is Serbia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 30 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027357-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3h6j6e
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is Seychelles",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027358-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16837071
title: MaizeV5_IsoAnn gene-model database

description: Isoform-annotated gene-model database constructed from long-read isoforms data of maize (Zea mays), using current maize reference gene-model database (Zea mays B73 RefGen_v5). The file is in gff format.
DOI: 10.5281/zenodo.16837070
title: MaizeV5_IsoAnn gene-model database

description: Isoform-annotated gene-model database constructed from long-read isoforms data of maize (Zea mays), using current maize reference gene-model database (Zea mays B73 RefGen_v5). The file is in gff format.
DOI: 10.5281/zenodo.16916665
title: Curcumin–PCOS network pharmacology data (CMAUP v2.0 exports + DS37 DESeq2 results) — v1.0

description: This dataset contains the minimal raw files required to reproduce the Curcumin–PCOS network pharmacology analyses accompanying the repository. The archive curcumin_pcos_data_v1.0.zip includes selected CMAUP v2.0 export tables (plant list, active ingredients, plant–ingredient associations, targets, and ingredient–target association records) and the DS37 DESeq2 results used for differential expression analyses. A checksums.txt file with SHA256 hashes for each internal file is included in the archive. Protein–protein interaction networks are retrieved at runtime from the STRING API (version 12.0) by the analysis scripts; the STRING database files are not included in this deposit. To reproduce the analyses, download and extract the archive to the project root, ensure the repository config.json data paths point to the extracted locations, and follow the pipeline execution instructions in the repository README. ZIP SHA256: 8e2472b173416e6cf29a54cd8ee27e14c38538ea86f86ac5014e617c1f4d4163.
DOI: 10.5281/zenodo.16916666
title: Curcumin–PCOS network pharmacology data (CMAUP v2.0 exports + DS37 DESeq2 results) — v1.0

description: This dataset contains the minimal raw files required to reproduce the Curcumin–PCOS network pharmacology analyses accompanying the repository. The archive curcumin_pcos_data_v1.0.zip includes selected CMAUP v2.0 export tables (plant list, active ingredients, plant–ingredient associations, targets, and ingredient–target association records) and the DS37 DESeq2 results used for differential expression analyses. A checksums.txt file with SHA256 hashes for each internal file is included in the archive. Protein–protein interaction networks are retrieved at runtime from the STRING API (version 12.0) by the analysis scripts; the STRING database files are not included in this deposit. To reproduce the analyses, download and extract the archive to the project root, ensure the repository config.json data paths point to the extracted locations, and follow the pipeline execution instructions in the repository README. ZIP SHA256: 8e2472b173416e6cf29a54cd8ee27e14c38538ea86f86ac5014e617c1f4d4163.
DOI: 10.15468/dl.n3mve5
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is Solomon Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 75 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027359-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tc7t2b
title: Occurrence Download

description: A dataset containing 199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 199 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027360-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fc6bgk
title: Occurrence Download

description: A dataset containing 791 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cyclocarya paliurus"
 ]
}

 The dataset includes 791 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027361-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rg4a3w
title: Occurrence Download

description: A dataset containing 6164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6164 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027363-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kmcnzp
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Touit stictopterus",
 "Year 2010-2025"
 ]
}

 The dataset includes 147 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027362-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ztrgr5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is Saint Kitts and Nevis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027364-250811113504898/datasets/export for details.
DOI: 10.15468/dl.fvzzr2
title: Occurrence Download

description: A dataset containing 1556 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Herpailurus yagouaroundi"
 ]
}

 The dataset includes 1556 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027365-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ejbtq
title: Occurrence Download

description: A dataset containing 1555 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Herpailurus yagouaroundi"
 ]
}

 The dataset includes 1555 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027366-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tnwmrv
title: Occurrence Download

description: A dataset containing 9317 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Morpho helenor"
 ]
}

 The dataset includes 9317 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027367-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8yexht
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027369-250811113504898/datasets/export for details.
DOI: 10.15468/dl.6jgzue
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is Trinidad and Tobago",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027370-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hwnhyq
title: Occurrence Download

description: A dataset containing 963 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lithocarpus cleistocarpus"
 ]
}

 The dataset includes 963 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027371-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nrzjbd
title: Occurrence Download

description: A dataset containing 24546 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "TaxonKey is one of (Cedrela odorata, Cedrela fissilis)"
 ]
}

 The dataset includes 24546 records from 621 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027372-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/49ca-5h09
title: Parkes observations for project P595 semester 2025APRS_18

description: We propose to continue the PULSE@Parkes project in which high school students from Australia and around the World use the Parkes radio telescope in a remote observing model to observe and analyse pulsar data. The data from some PULSE@Parkes observations are used to support the space missions, other observations supplement the P456 Pulsar Timing Array project and the remainder were chosen in order to make a detailed analysis of pulsar timing irregularities and intermittency.
DOI: 10.15468/dl.98xeyu
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tecoma fulva altoandina"
 ]
}

 The dataset includes 46 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027373-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8c74bh
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027374-250811113504898/datasets/export for details.
DOI: 10.15468/dl.bxfbkp
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is United Arab Emirates",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027375-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zyd4wu
title: Occurrence Download

description: A dataset containing 552 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 552 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027376-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.679rxp
title: Occurrence Download

description: A dataset containing 4256 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4256 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027377-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4vpff
title: Occurrence Download

description: A dataset containing 9317 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Morpho helenor"
 ]
}

 The dataset includes 9317 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027378-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qnvw9s
title: Occurrence Download

description: A dataset containing 168 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tecoma rosifolia"
 ]
}

 The dataset includes 168 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027379-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wnpj2t
title: Occurrence Download

description: A dataset containing 1029 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84, Geodetic datum invalid, Continent derived from coordinates)",
 "TaxonKey is Herpailurus yagouaroundi"
 ]
}

 The dataset includes 1029 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027380-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.