cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5zemr7
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Nemophila sayersensis B.B.Simpson, Neff & Helfgott)"
 ]
}

 The dataset includes 47 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059288-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1qjsyg
title: Occurrence Download

description: A dataset containing 410 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schoenoplectiella hallii (A.Gray) Lye"
 ]
}

 The dataset includes 410 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002054-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.chyhsl
title: Occurrence Download

description: A dataset listing the 112 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-105.07015 19.4694,-105.00698 19.47172,-105.02895 19.56433,-105.10088 19.54185,-105.07015 19.4694))",
 "TaxonKey is Apidae"
 ]
}

 The dataset's 112 records were derived from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037512-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h1j8n1
title: Occurrence Download

description: A dataset containing 491 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Chenopodium quinoa Willd."
 ]
}

 The dataset includes 491 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003342-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xsacov
title: Occurrence Download

description: A dataset containing 190 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senna acclinis (F.Muell.) Randell",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 190 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046966-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c9unv0
title: Occurrence Download

description: A dataset containing 1924 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbario de Hongos de la Universidad de Salamanca: SALA-Fungi"
 ]
}

 The dataset includes 1924 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002054-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dnxggo
title: Occurrence Download

description: A dataset containing 484 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Perna perna (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 484 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012289-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jceebz
title: Occurrence Download

description: A dataset containing 234 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Loup 2012 présence occasionnelle communale (réseau Loup-Lynx ONCFS)"
 ]
}

 The dataset includes 234 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014114-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z7rdcd
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-75.83761 6.68938,-75.56439 6.68938,-75.56439 6.90457,-75.83761 6.90457,-75.83761 6.68938))",
 "TaxonKey is Amphibia",
 "Year 2000-2022"
 ]
}

 The dataset includes 66 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263591-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cls9cj
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Semecarpus australiensis Engl.",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 100 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046962-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ycctq
title: Occurrence Download

description: A dataset containing 2000 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1990-2020",
 "Geometry POLYGON((-122.35817 37.84775,-122.54768 37.8011,-122.5312 37.62185,-122.34718 37.62728,-122.32796 37.63598,-122.35817 37.84775))",
 "TaxonKey is Falco sparverius Linnaeus, 1758",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2000 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007773-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pujizx
title: Occurrence Download

description: A dataset containing 346 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxalis bowiei W.T.Aiton ex G.Don"
 ]
}

 The dataset includes 346 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012292-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.40o9qh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"8265629","matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false},{"type":"equals","key":"BASIS_OF_RECORD","value":"HUMANOBSERVATION","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009900-200221144449610/datasets/export for details.
DOI: 10.15468/dl.63rrje
title: Occurrence Download

description: A dataset containing 5094 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-99.28001 18.84705,-99.03866 18.76602,-98.83404 18.89442,-98.89515 19.1423,-99.05754 19.17938,-99.35829 19.15329,-99.28001 18.84705))",
 "HasCoordinate is true",
 "TaxonKey is Mammalia",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5094 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016045-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g2c6um
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is BIGOOD",
 "TaxonKey is Phyllochaetopterus socialis Claparède, 1869"
 ]
}

 The dataset includes 14 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025025-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a3v3w5
title: Occurrence Download

description: A dataset containing 3077 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Carex aquatilis Wahlenb."
 ]
}

 The dataset includes 3077 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118319-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1awcm2
title: Occurrence Download

description: A dataset containing 311 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "TaxonKey is Ipomoea batatas (L.) Lam.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 311 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037514-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u5zjst
title: Occurrence Download

description: A dataset containing 7086 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eriophorum L."
 ]
}

 The dataset includes 7086 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118324-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.imoggg
title: Occurrence Download

description: A dataset containing 654038 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Benin"
 ]
}

 The dataset includes 654038 records from 352 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012301-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8eh5ly
title: Occurrence Download

description: A dataset containing 3652948 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 {
 "or" : [
 "Country is United States of America",
 "Country is Mexico"
 ]
 },
 "Issue is Geodetic datum assumed WGS84",
 "Year 2000-2020"
 ]
}

 The dataset includes 3652948 records from 1096 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016067-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14329794
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.17412112
title: Development of monthly groundwater well observation dataset in India

description: The long-term continuous groundwater depth (GWD) data are essential for the sustainable management of groundwater resources and for groundwater modeling. The Central Ground Water Board (CGWB) provides quarterly GWD data for the Indian region through the India Water Resources Information System (India-WRIS). However, continuous records of GWD are largely incomplete due to a high number of missing values. To address this gap, we reconstructed quarterly and monthly GWD datasets covering 2002–2021 using the Extra Trees machine learning model and the Chow-Lin disaggregation method. The reconstruction was developed using hydroclimatic variables along with surface and subsurface geological properties. Evaluation of the predicted GWD against in-situ measurements shows that the reconstructed data effectively capture local groundwater depth behavior and can support water resources management, especially during drought periods.
DOI: 10.5281/zenodo.18082842
title: Development of monthly groundwater well observation dataset in India

description: The long-term continuous groundwater depth (GWD) data are essential for the sustainable management of groundwater resources and for groundwater modeling. The Central Ground Water Board (CGWB) provides quarterly GWD data for the Indian region through the India Water Resources Information System (India-WRIS). However, continuous records of GWD are largely incomplete due to a high number of missing values. To address this gap, we reconstructed quarterly and monthly GWD datasets covering 2002–2021 using the Extra Trees machine learning model and the Chow-Lin disaggregation method. The reconstruction was developed using hydroclimatic variables along with surface and subsurface geological properties. Evaluation of the predicted GWD against in-situ measurements shows that the reconstructed data effectively capture local groundwater depth behavior and can support water resources management, especially during drought periods.
DOI: 10.15468/dl.z9xvnr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is "
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068374-251120083545085/datasets/export for details.
DOI: 10.34740/kaggle/dsv/14329786
title: Trending Youtube Video Statistics (113 Countries)
DOI: 10.5281/zenodo.18082884
title: The Self Conjugate Nature Of The Photon.

description: Abstract

The photon is experimentally observed to be identical to its antiparticle, yet this fact is often justified only heuristically. In this work, we present a unified and explicit derivation of photon self-conjugacy within relativistic quantum field theory. Conceptual arguments based on charge conjugation symmetry are systematically connected to an operator-level analysis of the quantized electromagnetic field. After establishing the defining role of C-parity, we canonically quantize the free Maxwell field, construct the photon Fock space, and define the action of the charge conjugation operator. We derive the transformation law which implies that single-photon states are eigenstates of charge conjugation with eigenvalue ηC =−1.

This result excludes the existence of a distinct antiphoton state. The analysis is shown to be gauge independent, contrasted with complex fields possessing genuine particle–antiparticle pairs, and connected to experimentally verified decay selection rules. Photon self-conjugacy is thus demonstrated to be a direct and unavoidable consequence of Lorentz invariance, gauge symmetry, and the operator structure

of quantum field theory.
DOI: 10.5281/zenodo.18082885
title: The Self Conjugate Nature Of The Photon.

description: Abstract

The photon is experimentally observed to be identical to its antiparticle, yet this fact is often justified only heuristically. In this work, we present a unified and explicit derivation of photon self-conjugacy within relativistic quantum field theory. Conceptual arguments based on charge conjugation symmetry are systematically connected to an operator-level analysis of the quantized electromagnetic field. After establishing the defining role of C-parity, we canonically quantize the free Maxwell field, construct the photon Fock space, and define the action of the charge conjugation operator. We derive the transformation law which implies that single-photon states are eigenstates of charge conjugation with eigenvalue ηC =−1.

This result excludes the existence of a distinct antiphoton state. The analysis is shown to be gauge independent, contrasted with complex fields possessing genuine particle–antiparticle pairs, and connected to experimentally verified decay selection rules. Photon self-conjugacy is thus demonstrated to be a direct and unavoidable consequence of Lorentz invariance, gauge symmetry, and the operator structure

of quantum field theory.
DOI: 10.21227/z8b7-zd77
title: "Digital Marketing Companies in Hyderabad: Driving Growth in the Digital Era"

description: "In today\u2019s competitive online landscape, businesses must adopt strong digital strategies to stay relevant and profitable."
DOI: 10.6084/m9.figshare.28069862.v4
title: zhengx.zip

description: <b>Velocity Contrast across the North Xiaojiang Fault from the Analysis of Fault Zone Head Waves</b>
DOI: 10.5281/zenodo.18082874
title: Exploring Impulsive Buying Behavior through Curiosity : S-O-R Theory Study on Blind Box Consumers in Tangerang

description: This is the dataset for our research titled "Exploring Impulsive Buying Behavior through Curiosity : S-O-R Theory Study on Blind Box Consumers in Tangerang"
DOI: 10.5281/zenodo.18082875
title: Exploring Impulsive Buying Behavior through Curiosity : S-O-R Theory Study on Blind Box Consumers in Tangerang

description: This is the dataset for our research titled "Exploring Impulsive Buying Behavior through Curiosity : S-O-R Theory Study on Blind Box Consumers in Tangerang"
DOI: 10.5281/zenodo.18082708
title: Annotated chemical policies from the BURL (Italy)

description: The dataset contains annotated policy documents related to air-related chemical regulation extracted from the BURL (Bollettino Ufficiale Regionale Lombardia). The main objective is to identify chemical policies in the BURL and provide them in a usable and interoperable tabular format for epidemiological and environmental health research.

Weekly BURL publications were processed to extract individual policy texts and enrich them with structured metadata and semantic annotations. Automated text analysis was used to identify references to chemical substances and atmospheric contexts, focusing on air-related chemicals monitored by Agenzia Regionale per la Protezione dell'Ambiente (ARPA) della Lombardia. Only policies containing both chemical terms and atmosphere-related references within the same document were retained. All texts and annotations are in Italian, reflecting the original language of the source documents.

The dataset includes the following categories of information:





Publication and temporal metadata, such as the bulletin date, bulletin identifier and type, reference year and week of the BURL, and derived weekly and monthly publication dates (ISO standard).




Document provenance and file-level metadata, including references to the original PDF source, file name, and total word count.




Chemical and environmental annotations, capturing the presence and frequency of references to chemical substances and related regulatory themes. These include matched chemical entities, counts of identified chemicals, and thematic indicators related to air quality actions, chemical transport, toxic pollution, environmental agencies (e.g. ARPA), and provincial references.




Policy identification metadata, including policy titles and unique policy identifiers, enabling traceability and linkage with external policy databases or legal archives.



This is a preliminary release (version 0.1.0) and currently includes air-related chemical policies only. Future versions will extend the dataset to include water-related chemicals and additional environmental domains.

The dataset is intended for reuse in policy analysis, environmental epidemiology, and computational research on chemical regulation.
DOI: 10.5281/zenodo.18082709
title: Annotated chemical policies from the BURL (Italy)

description: The dataset contains annotated policy documents related to air-related chemical regulation extracted from the BURL (Bollettino Ufficiale Regionale Lombardia). The main objective is to identify chemical policies in the BURL and provide them in a usable and interoperable tabular format for epidemiological and environmental health research.

Weekly BURL publications were processed to extract individual policy texts and enrich them with structured metadata and semantic annotations. Automated text analysis was used to identify references to chemical substances and atmospheric contexts, focusing on air-related chemicals monitored by Agenzia Regionale per la Protezione dell'Ambiente (ARPA) della Lombardia. Only policies containing both chemical terms and atmosphere-related references within the same document were retained. All texts and annotations are in Italian, reflecting the original language of the source documents.

The dataset includes the following categories of information:





Publication and temporal metadata, such as the bulletin date, bulletin identifier and type, reference year and week of the BURL, and derived weekly and monthly publication dates (ISO standard).




Document provenance and file-level metadata, including references to the original PDF source, file name, and total word count.




Chemical and environmental annotations, capturing the presence and frequency of references to chemical substances and related regulatory themes. These include matched chemical entities, counts of identified chemicals, and thematic indicators related to air quality actions, chemical transport, toxic pollution, environmental agencies (e.g. ARPA), and provincial references.




Policy identification metadata, including policy titles and unique policy identifiers, enabling traceability and linkage with external policy databases or legal archives.



This is a preliminary release (version 0.1.0) and currently includes air-related chemical policies only. Future versions will extend the dataset to include water-related chemicals and additional environmental domains.

The dataset is intended for reuse in policy analysis, environmental epidemiology, and computational research on chemical regulation.
DOI: 10.21227/zkyx-2261
title: "BRGUARD: Revolutionizing Cheat Detection in Battle Royale Games with Player Behavior Features"

description: "The scarcity of large-scale, real-world datasets for Battle Royale (BR) games has significantly hindered the advancement of server-side cheat detection research. To bridge this gap, we present the Farlight-84 Cheat Detection Dataset, a comprehensive collection of gameplay telemetry sourced from the popular BR game Farlight-84. This dataset distinguishes itself from existing First-Person Shooter (FPS) datasets by covering the unique macro-strategic complexities of the BR genre, including looting efficiency, zone rotation logic, and long-range engagement patterns. It comprises over 37,000 matches and 24,000 unique players, labeled with ground-truth verdicts from official anti-cheat records. A key feature of this dataset is its cross-platform coverage, providing distinct behavioral distributions for both Mobile (touchscreen) and PC (mouse and keyboard) environments. This repository aims to facilitate research in behavioral anomaly detection, multi-view ensemble learning, and robust game security systems."
DOI: 10.6084/m9.figshare.30963401
title: <b>Hastat: Mining </b><b>Favorable </b><b>Haplotypes of Trait-Associated Genes for Breeding Improvement in Natural Populations</b>

description: This repository hosts the supporting data, methods and supplementary figures for the manuscript titled "<b>H</b><b>astat: A Comprehensive Toolkit for Gene Haplotype Analysis in Natural Populations</b>."
DOI: 10.6084/m9.figshare.30963401.v1
title: <b>Hastat: Mining </b><b>Favorable </b><b>Haplotypes of Trait-Associated Genes for Breeding Improvement in Natural Populations</b>

description: This repository hosts the supporting data, methods and supplementary figures for the manuscript titled "<b>H</b><b>astat: A Comprehensive Toolkit for Gene Haplotype Analysis in Natural Populations</b>."