cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.jy76nb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anas robusta Milne-Edwards, 1867"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052501-210914110416597/datasets/export for details.
DOI: 10.15468/dl.qwhnux
title: Occurrence Download

description: A dataset containing 295 species occurrences available in GBIF matching the query:
{
 "and" : [
 "LastInterpreted 2016-01-01-2016-01-05",
 "Year is greater than or equal to 1980",
 {
 "or" : [
 "TaxonKey is Aves",
 "TaxonKey is Amphibia",
 "TaxonKey is Mammalia",
 "TaxonKey is Reptilia",
 "TaxonKey is Plantae"
 ]
 },
 "HasCoordinate is true"
 ]
}

 The dataset includes 295 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007281-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y6krm3
title: Occurrence Download

description: A dataset containing 63969 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Avena sterilis L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 63969 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006170-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8srhkm
title: Occurrence Download

description: A dataset containing 297606 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Otididae"
 ]
}

 The dataset includes 297606 records from 305 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057349-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dme0hn
title: Occurrence Download

description: A dataset containing 17506 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ophrys insectifera L.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17506 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007283-160803222355964/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.30076501
title: AI-Based Bread Quality Assessment using Image Processing Techniques

description: This dataset supports the study titled <i>“AI-Based Bread Quality Assessment Using Image Processing Techniques and the Developed BQe-CNN”</i>. It contains annotated images of bread slices that vary in quality based on attributes such as <b>color</b>, <b>porosity</b>, and <b>crumb texture</b>. Each image was processed using advanced image processing techniques including grayscale conversion, adaptive thresholding, morphological operations, and edge detection. These steps support feature extraction for training the <b>Bread Quality Enhanced Convolutional Neural Network (BQe-CNN)</b>, a deep learning model designed specifically for visual quality inspection in bread manufacturing.
DOI: 10.6084/m9.figshare.30076501.v1
title: AI-Based Bread Quality Assessment using Image Processing Techniques

description: This dataset supports the study titled <i>“AI-Based Bread Quality Assessment Using Image Processing Techniques and the Developed BQe-CNN”</i>. It contains annotated images of bread slices that vary in quality based on attributes such as <b>color</b>, <b>porosity</b>, and <b>crumb texture</b>. Each image was processed using advanced image processing techniques including grayscale conversion, adaptive thresholding, morphological operations, and edge detection. These steps support feature extraction for training the <b>Bread Quality Enhanced Convolutional Neural Network (BQe-CNN)</b>, a deep learning model designed specifically for visual quality inspection in bread manufacturing.
DOI: 10.21947/2587318
title: Eddy Covariance Flux / Standardized Data

description: This dataset contains standardized Eddy Covariance Flux data.
DOI: 10.15468/dl.vbqg62
title: Occurrence Download

description: A dataset containing 144216 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vulpes vulpes",
 "HasCoordinate is true",
 "Country is United Kingdom of Great Britain and Northern Ireland"
 ]
}

 The dataset includes 144216 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042854-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8s62tc
title: Occurrence Download

description: A dataset containing 9924 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Populus"
 ]
}

 The dataset includes 9924 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042914-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6n58m7
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042917-250827131500795/datasets/export for details.
DOI: 10.15468/dl.2hqr7x
title: Occurrence Download

description: A dataset containing 1518 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Geometry POLYGON((33.54272 33.01093,35.05879 33.05954,34.88897 33.08325,35.82295 33.0714,37.01165 33.05954,37.64846 36.24586,33.99973 35.69427,33.92697 35.49388,33.50215 35.22013,33.54272 33.01093))",
 "HasGeospatialIssue is false",
 "TaxonKey is Herpestes ichneumon"
 ]
}

 The dataset includes 1518 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042918-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8hqvxh
title: Occurrence Download

description: A dataset containing 1197 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cardamine digitata"
 ]
}

 The dataset includes 1197 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042919-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jgdura
title: Occurrence Download

description: A dataset containing 479 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oculina patagonica",
 "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 479 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042920-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.drpcm3
title: Occurrence Download

description: A dataset containing 63324 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Macao, Chinese Taipei)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1954",
 "Year is less than or equal to 1954"
 ]
}

 The dataset includes 63324 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042885-250827131500795/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/12997822
title: Billions_of_people_anemia
DOI: 10.6084/m9.figshare.30076532
title: A Novel Federated Approach to Model Aggregation for Global Model in Cooperative Wireless Communication

description: A promising paradigm for decentralized machine learning is federated learning (FL), enabling for local model training yet safeguards data privacy. Despite this, challenges which includes limited resources, varied device capabilities, and communication bottlenecks emerge when integrating FL in wireless communication networks. The hierarchical FL architecture suggested in this research is optimized for multi-hop wireless networks by combining adaptive grouping, dynamic resource allocation, and a two-hop communication protocol to improve accuracy and efficiency. The proposed method’s efficacy in increasing convergence speed, model accuracy, and customer participation rates is supported by experimental findings.
DOI: 10.6084/m9.figshare.30076532.v1
title: A Novel Federated Approach to Model Aggregation for Global Model in Cooperative Wireless Communication

description: A promising paradigm for decentralized machine learning is federated learning (FL), enabling for local model training yet safeguards data privacy. Despite this, challenges which includes limited resources, varied device capabilities, and communication bottlenecks emerge when integrating FL in wireless communication networks. The hierarchical FL architecture suggested in this research is optimized for multi-hop wireless networks by combining adaptive grouping, dynamic resource allocation, and a two-hop communication protocol to improve accuracy and efficiency. The proposed method’s efficacy in increasing convergence speed, model accuracy, and customer participation rates is supported by experimental findings.
DOI: 10.5281/zenodo.17080159
title: 📘 Thesis Title A Data-Driven Strategic Analysis of Advertising Business Development: An Empirical Study of China's Digital Advertising Market

description: As digital transformation accelerates, the advertising industry is shifting from creativity-led approaches to data-driven decision-making. This study draws on five years of data from China’s advertising market and integrates practical business development insights to examine how data analytics impacts ad placement efficiency, customer conversion rates, and overall business growth. Findings highlight three key strategies for enhancing advertising effectiveness: programmatic advertising, personalized recommendations, and cross-platform integration.
DOI: 10.5281/zenodo.17080158
title: 📘 Thesis Title A Data-Driven Strategic Analysis of Advertising Business Development: An Empirical Study of China's Digital Advertising Market

description: As digital transformation accelerates, the advertising industry is shifting from creativity-led approaches to data-driven decision-making. This study draws on five years of data from China’s advertising market and integrates practical business development insights to examine how data analytics impacts ad placement efficiency, customer conversion rates, and overall business growth. Findings highlight three key strategies for enhancing advertising effectiveness: programmatic advertising, personalized recommendations, and cross-platform integration.
DOI: 10.15468/dl.6k8aj7
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "TaxonKey is Friesodielsia affinis"
 ]
}

 The dataset includes 30 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042924-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6hzvqq
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hornera lichenoides",
 "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 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042922-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pavkrx
title: Occurrence Download

description: A dataset containing 5636 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geum rossii"
 ]
}

 The dataset includes 5636 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042925-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5063/f17m06dp
title: Dangermond Preserve Cojo Terrace UAS RGB Orthomosaic August 2023

description: Photomosaic derived from UAS imagery (1.6 cm x 1.6 cm) obtained on in August 2023 by Madison Heffentrager and Ian Walker, UC Santa Barbara, Department of Geography. Post processing conducted in Agisoft Metashape Professional v.1.8.4. by Madison Heffentrager. RXIRII sensor on a Wingtra One Gen II UAS was used to collect the RGB imagery.
DOI: 10.15468/dl.n4stds
title: Occurrence Download

description: A dataset containing 27165 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Persicaria longiseta"
 ]
}

 The dataset includes 27165 records from 334 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042923-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.86s475
title: Occurrence Download

description: A dataset containing 190256 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-96.93386 19.15211,-96.51032 19.15211,-96.51032 19.44335,-96.93386 19.44335,-96.93386 19.15211))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 190256 records from 360 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042876-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgpgkk
title: Occurrence Download

description: A dataset containing 273491 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material citation, Material sample)",
 "Geometry POLYGON((-136.16364 -58.63628,-27.82993 -58.63628,-27.82993 54.67987,-136.16364 54.67987,-136.16364 -58.63628))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Araceae"
 ]
}

 The dataset includes 273491 records from 721 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042897-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w9sqp5
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Glossophaga leachii (Gray, 1844)",
 "Year 2000-2024"
 ]
}

 The dataset includes 63 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0167559-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fshija
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vriesea leptopoda L.B.Sm. & Pittendr."
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020880-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hkiyhq
title: Occurrence Download

description: A dataset containing 1567 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tychius picirostris (J.C.Fabricius, 1787)"
 ]
}

 The dataset includes 1567 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000401-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q3nwel
title: Occurrence Download

description: A dataset containing 27875 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Libya"
 ]
}

 The dataset includes 27875 records from 253 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020880-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r7ruub
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Sonchella stenoma (Turcz. ex DC.) Sennikov"
 ]
}

 The dataset includes 11 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0322964-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zfwdpr
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vriesea leucophylla L.B.Sm."
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020881-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqufnd
title: Occurrence Download

description: A dataset containing 449961206 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plantae"
 ]
}

 The dataset includes 449961206 records from 13983 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023323-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-81586
title: Redemption tidings, vol. 61, nos. 1-35, 3 Jan. - 29 Aug. 1985

description: [description english/roman)] Issued weekly. "The pentecostal voice of Assemblies of God" -- subtitle. Final issue published was vol. 61, no. 35 (29 Aug. 1985). A new monthly journal, Redemption, was to begin publication thereafter.
DOI: 10.15468/dl.tqqbmm
title: Occurrence Download

description: A dataset containing 2465 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pereskia aculeata Mill."
 ]
}

 The dataset includes 2465 records from 216 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102770-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-72210
title: The latter rain evangel, vol. 1, nos. 1-12, Oct. 1908 - Sept. 1909

description: [description english/roman)] Issued monthly. "An international monthly magazine" -- subtitle. Bound with vol. 2 and an index to vols. 1-2.
DOI: 10.15468/dl.gqtxgj
title: Occurrence Download

description: A dataset containing 318550 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alnus glutinosa (L.) Gaertn.",
 "HasGeospatialIssue is FALSE",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 318550 records from 634 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003545-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8k59p6
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Andryala webbii Sch.Bip. ex Webb & Berthel."
 ]
}

 The dataset includes 50 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030721-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.snmru2
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Demania cultripes (Alcock, 1898)"
 ]
}

 The dataset includes 68 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116956-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-72201
title: The latter rain evangel, vol. 1, nos. 1-12, Oct. 1908 - Sept. 1909

description: [description english/roman)] Issued monthly. "An international monthly magazine" -- subtitle. Bound with vol. 2 and an index to vols. 1-2.
DOI: 10.15468/dl.s27nce
title: Occurrence Download

description: A dataset containing 495 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brycon amazonicus (Spix & Agassiz, 1829)"
 ]
}

 The dataset includes 495 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070282-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fapmss
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Andryala tenuifolia (Tineo) Ten."
 ]
}

 The dataset includes 124 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030718-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-72216
title: The latter rain evangel, vol. 1, nos. 1-12, Oct. 1908 - Sept. 1909

description: [description english/roman)] Issued monthly. "An international monthly magazine" -- subtitle. Bound with vol. 2 and an index to vols. 1-2.