cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.bftw3a
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Salvia villosa"
 ]
}

 The dataset includes 84 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047742-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cdr26s
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((116.645 -0.788817, 116.57473 -0.794383, 116.50619 -0.810945, 116.441067 -0.838095, 116.380963 -0.8751640000000001, 116.327358 -0.921241, 116.281573 -0.97519, 116.244734 -1.035684, 116.217748 -1.101234, 116.20128 -1.170226, 116.195738 -1.240962, 116.201257 -1.311699, 116.217703 -1.380696, 116.244672 -1.446254, 116.2815 -1.506759, 116.327282 -1.56072, 116.38089 -1.606808, 116.441005 -1.643888, 116.506145 -1.671046, 116.574707 -1.687614, 116.645 -1.693182, 116.715293 -1.687614, 116.783855 -1.671046, 116.848995 -1.643888, 116.90911 -1.606808, 116.962718 -1.56072, 117.0085 -1.506759, 117.045328 -1.446254, 117.072297 -1.380696, 117.088743 -1.311699, 117.094262 -1.240962, 117.08872 -1.170226, 117.072252 -1.101234, 117.045266 -1.035684, 117.008427 -0.97519, 116.962642 -0.921241, 116.909037 -0.8751640000000001, 116.848933 -0.838095, 116.78381 -0.810945, 116.71527 -0.794383, 116.645 -0.788817))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047744-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17901991
title: Synthesis and thermoluminescence study of Sr2BO3Cl : Tb3+ phosphor

description: Sr₂Bo₃Cl: Tb³⁺ phosphor was prepared by the solid-state synthesis method, and studied its thermoluminescence property was studied. The XRD pattern of the prepared phosphor is well match with the JCPDS file .In present study the trapping parameter such as order of kinetics , activation energy and frequency factor have been calculated for the glow peaks Sr₂Bo₃Cl: Tb³⁺ by using chens method .The trap death and frequency factor were foudn to be 2.275 eV and 1.08E+41s-1
DOI: 10.5281/zenodo.17901992
title: Synthesis and thermoluminescence study of Sr2BO3Cl : Tb3+ phosphor

description: Sr₂Bo₃Cl: Tb³⁺ phosphor was prepared by the solid-state synthesis method, and studied its thermoluminescence property was studied. The XRD pattern of the prepared phosphor is well match with the JCPDS file .In present study the trapping parameter such as order of kinetics , activation energy and frequency factor have been calculated for the glow peaks Sr₂Bo₃Cl: Tb³⁺ by using chens method .The trap death and frequency factor were foudn to be 2.275 eV and 1.08E+41s-1
DOI: 10.15468/dl.ref299
title: Occurrence Download

description: A dataset containing 5866 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Spain, Portugal, France)",
 "Geometry POLYGON((-27.73993 29.07505,28.53416 29.07505,28.53416 51.57505,-27.73993 51.57505,-27.73993 29.07505))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mytilus edulis"
 ]
}

 The dataset includes 5866 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047743-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.da4238
title: Occurrence Download

description: A dataset containing 361 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Pogogyne abramsii)"
 ]
}

 The dataset includes 361 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047745-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17902203
title: Replication data for: A corpus-assisted sentiment analysis of Chinese social media discourse on the Israeli-Palestinian conflict

description: TitleReplication Package – A Corpus-Assisted Sentiment Analysis of Chinese Social Media Discourse on the Israeli-Palestinian Conflict: A Study of Machine-Translated Weibo Posts

AuthorAnonymous

DateDecember 2025

Version1.0

LicenseCreative Commons Attribution 4.0 International (CC-BY 4.0)

DOIhttps://doi.org/10.5281/zenodo.17902203

DescriptionThis replication package contains all data, code, figures, and supplementary tables necessary to fully reproduce the results reported in the paper “A Corpus-Assisted Sentiment Analysis of Chinese Social Media Discourse on the Israeli-Palestinian Conflict: A Study of Machine-Translated Weibo Posts”.

All user identifiers, usernames, profile links, and any potentially identifying information have been irreversibly removed. The package contains only publicly available, anonymised Weibo posts collected between October 2023 and January 2024.

Contents├── data/    ├── weibo_cleaned.csv                          → Final cleaned corpus (8,046 unique posts)    ├── posts_1000_translated.csv                   → 1001-post validation subsample with GPT-4 translations    ├── posts_1000_translated_updated.xlsx          → Same subsample with additional metadata    ├── posts_1000_with_GLM4_FAST.xlsx              → GLM-4-flash sentiment scores on subsample    └── Manual_Coding_240_Posts_...xlsx             → Inter-coder reliability sample (240 posts)

├── code/    → 17 Python scripts (.py) that perform cleaning, sentiment scoring, validation, figures, tables, and clustering    (run in numerical order for full replication)

├── figures/    → All 11 publication-quality figures exactly as they appear in the manuscript

├── Appendix_tables.xlsx and .csv/    → Full tables for Appendices A–G (keywords, collocations, n-grams, 80 extreme translation cases, GLM-4 prompts, etc.)

Software requirementsPython 3.10+ with the following packages:pandas, numpy, matplotlib, seaborn, scikit-learn, jieba, snownlp, vaderSentiment, plotdb
DOI: 10.15468/dl.t5762h
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "TaxonKey is Serpentes",
 "Year 2020-2025"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047746-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/rspgcw
title: Replication code and data for "Algorithmic Pricing and Liquidity in Securities Markets"

description: Replication code and data for the paper "Algorithmic Pricing and Liquidity in Securities Markets". 

The folder "REPLICATION PACKAGE - CODE ONLY" only includes the codes we used. The figures and tables of the paper can be replicated (with minor discrepancies due to Monte Carlo simulations) by running all the codes.

The folder "REPLICATION PACKAGE - CODE AND DATA" includes both the codes we used and the data we simulated and on which the figures are based.
DOI: 10.15468/dl.vkwcqn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((119.472 -0.771817, 119.401731 -0.777383, 119.333191 -0.793945, 119.268068 -0.821095, 119.207964 -0.858164, 119.15436 -0.904241, 119.108575 -0.95819, 119.071736 -1.018685, 119.04475 -1.084235, 119.028283 -1.153227, 119.022741 -1.223962, 119.02826 -1.294699, 119.044706 -1.363696, 119.071675 -1.429255, 119.108503 -1.489759, 119.154285 -1.54372, 119.207893 -1.589809, 119.268007 -1.626888, 119.333146 -1.654046, 119.401707 -1.670614, 119.472 -1.676182, 119.542293 -1.670614, 119.610854 -1.654046, 119.675993 -1.626888, 119.736107 -1.589809, 119.789715 -1.54372, 119.835497 -1.489759, 119.872325 -1.429255, 119.899294 -1.363696, 119.91574 -1.294699, 119.921259 -1.223962, 119.915717 -1.153227, 119.89925 -1.084235, 119.872264 -1.018685, 119.835425 -0.95819, 119.78964 -0.904241, 119.736036 -0.858164, 119.675932 -0.821095, 119.610809 -0.793945, 119.542269 -0.777383, 119.472 -0.771817))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047747-251120083545085/datasets/export for details.
DOI: 10.5281/zenodo.17881835
title: Dataset for: "The effect of plyometric training on physical performance in youth soccer players: A randomized controlled trial with maturation status as a covariate"

description: This study was a 12-week randomized controlled trial designed to investigate the impact of biological maturity on the effectiveness of plyometric training in adolescent soccer players. Participants were divided into pre- and post-peak height velocity based on maturity offset estimated using the Mirwald method. Within each group, participants were randomized into plyometric group or control group. The study protocol was registered at ClinicalTrials.gov (NCT06406764).

Forty-five male adolescent soccer players, aged 10 to 18 years, were recruited. Ethical approval was obtained from the Ethics Committee of the Faculty of Physical Culture, Palacký University Olomouc (reference number 10/2024), and informed consent was received from participants and their legal guardians.

Testing was performed before the training (pre-test) and after 12 weeks of training (post-test). Testing included: anthropometry, 20-m sprint, L-run, countermovement jump, broad jump, unilateral triple jump, 30-cm drop jump, and 20 submaximal hops at 2.5 Hz.

The plyometric training program was structured based on contemporary research in youth plyometric training, emphasizing performance enhancement and injury prevention. The intervention was carried out during the competitive season and was implemented twice weekly within standard training sessions for 12 weeks.
DOI: 10.5281/zenodo.17881834
title: Dataset for: "The effect of plyometric training on physical performance in youth soccer players: A randomized controlled trial with maturation status as a covariate"

description: This study was a 12-week randomized controlled trial designed to investigate the impact of biological maturity on the effectiveness of plyometric training in adolescent soccer players. Participants were divided into pre- and post-peak height velocity based on maturity offset estimated using the Mirwald method. Within each group, participants were randomized into plyometric group or control group. The study protocol was registered at ClinicalTrials.gov (NCT06406764).

Forty-five male adolescent soccer players, aged 10 to 18 years, were recruited. Ethical approval was obtained from the Ethics Committee of the Faculty of Physical Culture, Palacký University Olomouc (reference number 10/2024), and informed consent was received from participants and their legal guardians.

Testing was performed before the training (pre-test) and after 12 weeks of training (post-test). Testing included: anthropometry, 20-m sprint, L-run, countermovement jump, broad jump, unilateral triple jump, 30-cm drop jump, and 20 submaximal hops at 2.5 Hz.

The plyometric training program was structured based on contemporary research in youth plyometric training, emphasizing performance enhancement and injury prevention. The intervention was carried out during the competitive season and was implemented twice weekly within standard training sessions for 12 weeks.
DOI: 10.15468/dl.73jx57
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euplassa rufa"
 ]
}

 The dataset includes 60 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047748-251120083545085/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.30862559
title: Annex I

description: This study critically analyzes the main narratives surrounding the Atlantic Blue Crab (Callinectes sapidus) in the Lagoon of Venice. We used a mixed-method approach, performing a qualitative discourse analysis on a sample of 68 textual sources to identify the narratives across two sectors in the management of the case study: media and politics, and scientific research. The texts were organized into a database (Annex I) of short sequences of words. Each sequence was assigned to a specific category and subcategory. The database was then quantitatively analyzed using distribution and word count analyses.<br>The study revealed three pivotal findings: in the media and politics discourse, the militarization of language is still prevalent; the scientific debate stresses the importance of efficient exploitation and marketing as the main solution to manage the blue crab; both scientific and public debate use specific words and rhetorical tactics to transform blue crabs into commodities.
DOI: 10.6084/m9.figshare.30862559.v1
title: Annex I

description: This study critically analyzes the main narratives surrounding the Atlantic Blue Crab (Callinectes sapidus) in the Lagoon of Venice. We used a mixed-method approach, performing a qualitative discourse analysis on a sample of 68 textual sources to identify the narratives across two sectors in the management of the case study: media and politics, and scientific research. The texts were organized into a database (Annex I) of short sequences of words. Each sequence was assigned to a specific category and subcategory. The database was then quantitatively analyzed using distribution and word count analyses.<br>The study revealed three pivotal findings: in the media and politics discourse, the militarization of language is still prevalent; the scientific debate stresses the importance of efficient exploitation and marketing as the main solution to manage the blue crab; both scientific and public debate use specific words and rhetorical tactics to transform blue crabs into commodities.
DOI: 10.17026/ar/hkt2vj
title: PAN-00182256 - closed annular brooch with constriction group A2.2

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00182256&lt;/p&gt;
description: Modified: 2025-11-11T10:14:56+01:00
DOI: 10.15468/dl.mutmk4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Butterfly distribution records for the UK from Butterfly Conservation, up to 2019",
 "Year is greater than or equal to 2020",
 "Year is less than or equal to 2023",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047749-251120083545085/datasets/export for details.
DOI: 10.15468/dl.7abq6f
title: Occurrence Download

description: A dataset containing 247 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudohypocera kerteszi"
 ]
}

 The dataset includes 247 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047750-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w2axh2
title: Occurrence Download

description: A dataset containing 43024 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Spain, France, Portugal)",
 "Geometry POLYGON((-30.81274 28.58979,25.46135 28.58979,25.46135 51.08979,-30.81274 51.08979,-30.81274 28.58979))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Procambarus clarkii"
 ]
}

 The dataset includes 43024 records from 436 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047751-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u8j3c2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((110.523 -0.763817, 110.452731 -0.769383, 110.384191 -0.785945, 110.319068 -0.813095, 110.258965 -0.850164, 110.205361 -0.896241, 110.159575 -0.950191, 110.122737 -1.010685, 110.095751 -1.076235, 110.079284 -1.145227, 110.073742 -1.215962, 110.079261 -1.2867, 110.095707 -1.355697, 110.122676 -1.421255, 110.159504 -1.48176, 110.205286 -1.535721, 110.258894 -1.581809, 110.319007 -1.618888, 110.384147 -1.646047, 110.452708 -1.662614, 110.523 -1.668182, 110.593292 -1.662614, 110.661853 -1.646047, 110.726993 -1.618888, 110.787106 -1.581809, 110.840714 -1.535721, 110.886496 -1.48176, 110.923324 -1.421255, 110.950293 -1.355697, 110.966739 -1.2867, 110.972258 -1.215962, 110.966716 -1.145227, 110.950249 -1.076235, 110.923263 -1.010685, 110.886425 -0.950191, 110.840639 -0.896241, 110.787035 -0.850164, 110.726932 -0.813095, 110.661809 -0.785945, 110.593269 -0.769383, 110.523 -0.763817))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047752-251120083545085/datasets/export for details.
DOI: 10.15468/dl.vmyxay
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aquila fasciata fasciata",
 "Year 1971-2010"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047753-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v657zu
title: Occurrence Download

description: A dataset containing 341 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cicer judaicum",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 341 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047754-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/4f60d7678783be61c18081c6dfb74f8d
title: CGR02 Sweep sampling of Grasshoppers on Konza Prairie LTER watersheds

description: Sweep samples were taken for grasshoppers (Acrididae) at two sites for each of 14 Konza Prairie LTER watersheds. Samples are taken in late July to early August. At each site on each occasion, 10 sets of 20 sweeps (200 sweeps total) are taken. Stored data include for each site on each occasion: total number of each species (all instars combined) collected and total number for each instar for each species (200 sweeps combined).
DOI: 10.15468/dl.v6t7m8
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Fulica cristata",
 "Year 1959-1970"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047756-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18434/mds2-3858
title: NIST GenAI Code Pilot Evaluation: Scoring Software
DOI: 10.5281/zenodo.17902164
title: A Data-Driven Air Quality Prediction Framework…

description: Air quality forecasting in semi-urban Indian regions remains significantly under-studied despite rising environmental risks and increasing public health concerns. Ahilyanagar, a rapidly developing district in Maharashtra, lacks transparent, downloadable, and continuous AQI data—resulting in decisions based on limited monthly classifications rather than granular pollutant measurements. In this study, I propose a hybrid analytical–predictive framework capable of utilizing categorical AQI records—representing the number of days per month falling under Low, Moderate, Poor, or Hazardous air-quality bands—from 2021 to 2025.

The model design includes three components: (1) extraction and structuring of historical categorical datasets, (2) visualization and seasonal pattern identification, and (3) development of a predictive engine using classical machine-learning techniques tailored for low-resolution data, including logistic regression, decision-tree classification, and baseline time-series models. Despite the absence of pollutant-level values (PM2.5, PM10, NO2, SO2, etc.), the proposed methodology demonstrates that useful trends and forecasts can still emerge from high-level classification data.

This work highlights the feasibility of deploying accessible forecasting tools for semi-urban municipalities, enabling early health advisories, better urban planning, and increased environmental awareness. The project also reinforces the role of student-led data science initiatives in bridging environmental information gaps in India. Future expansion—including API integrations, satellite-based feature engineering, and sensor-level monitoring—can further improve predictive reliability.