cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.b7zwvy
title: Occurrence Download

description: A dataset containing 828 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-16.41853 15.79682,-16.48273 15.72461,-16.48856 15.64364,-16.4572 15.57507,-16.3434 15.55245,-16.25878 15.60789,-16.21501 15.67865,-16.23908 15.73993,-16.29963 15.78005,-16.3806 15.80485,-16.41853 15.79682))"
 ]
}

 The dataset includes 828 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026779-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/4r90-b769
title: "Phishing-Test-All-Datasets"

description: "Phishing scams on the Ethereum network are in-creasingly severe, causing significant financial losses to users.In recent years, researchers have proposed various methods todetect phishing scams on Ethereum. However, the real-worldeffectiveness of these models is uncertain, as experimental dataoften diverges significantly from actual data distributions, withsome datasets being filtered or preprocessed, and the character-istics of phishing nodes on Ethereum evolving over time. In thisstudy, we conduct the first systematic analysis of effectiveness ofdifferent phishing detection methods on Ethereum. We collectedand thoroughly examined research papers that focus on phishingdetection on Ethereum. We aggregated all the datasets disclosedin these papers and combined them with additional data wegathered from Ethereum, creating a new and comprehensivedataset that is the largest of its kind.We systematically evaluate ten representative phishing detec-tion models using a unified dataset segmented by different dataratios and data time. The experiments revealed that scalabilityis a significant challenge, with most models, except Trans2Vec,struggling to handle larger, imbalanced datasets, particularly at a1:50 ratio. And as the positive-to-negative sample ratio increases,model performance generally declines. Additionally, the time-series dataset analysis shows that models such as BERT4ETHmaintain stability across time, while others, such as EPD, exhibitsignificant performance degradation when tested on more recentdata. These findings underscore the need for adaptable androbust detection methods that can handle both evolving phishingpatterns and imbalanced datasets"
DOI: 10.15468/dl.ynca35
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pangasius sanitwongsei Smith, 1931",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.529 -24.0715,20.509 -24.0455,20.509 -24.0715,20.529 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026781-250525065834625/datasets/export for details.
DOI: 10.15468/dl.32mucv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Myanmar, Nepal, Bhutan, Bangladesh, Pakistan, Afghanistan)",
 "TaxonKey is Salanoemia tavoyana (Evans, 1926)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026782-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mcwhu4
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Ethiopia",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "IucnRedListCategory is LC",
 "OccurrenceStatus is Present",
 "TaxonKey is Struthio camelus Linnaeus, 1758"
 ]
}

 The dataset includes 86 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026783-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsrtse
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pangasius sanitwongsei Smith, 1931",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -23.2724,25.1306 -24.0715,25.5395 -24.0715,25.5395 -23.2724))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026784-250525065834625/datasets/export for details.
DOI: 10.15468/dl.ybjytv
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Myanmar, Nepal, Bhutan, Bangladesh, Pakistan, Afghanistan)",
 "TaxonKey is Salanoemia sala (Hewitson, 1866)"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026785-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6069/jat9-n866
title: Evaluation of a modified Orbitrap Astral Zoom prototype for quantitative proteomics - Beyond identification lists

description: Mass spectrometry instrumentation continues to evolve rapidly, yet quantifying these advances beyond conventional peptide and protein detections remains challenging. Here, we evaluate a modified Orbitrap Astral Zoom mass spectrometer (MS) prototype and compare its performance to the standard Orbitrap Astral MS. Across a range of acquisition methods and sample inputs, the prototype instrument outperformed the standard Orbitrap Astral MS in precursor and protein identifications, ion accumulation efficiency, and reproducibility of measurements. To enable meaningful cross-platform comparisons, we implemented an ion calibration framework that converts signal intensity from arbitrary units to absolute ion counts (ions/sec). This benchmarking strategy showed that the prototype consistently sampled more ions per peptide, resulting in improved sensitivity and quantitative precision. To make these metrics broadly accessible, we added new metrics to the Skyline document grid to report ion counts directly from data-independent acquisition (DIA) data. Taken together, our results demonstrate the Orbitrap Astral Zoom prototype as a high-performance platform for DIA proteomics and establish a generalizable framework for ion-based evaluation of mass spectrometer performance.
DOI: 10.15468/dl.udbynr
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pangasius sanitwongsei Smith, 1931",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.2855 -34.7533,20.509 -34.5676,20.509 -32.9007,17.7723 -32.9007,17.8156 -33.0786,18.3471 -33.7176,18.3748 -33.8287,18.2181 -34.0492,18.3197 -34.3408,18.4452 -34.429,18.5435 -34.4213,18.5872 -34.3667,18.5363 -34.167,18.7345 -34.1508,18.7216 -34.3637,18.7808 -34.4521,19.0289 -34.4206,19.0831 -34.4835,19.2655 -34.5017,19.2032 -34.6157,19.2394 -34.6926,19.375 -34.6963,19.6091 -34.8524,19.8251 -34.8396,19.9798 -34.9064,20.1081 -34.8731,20.1517 -34.7847,20.2855 -34.7533))"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026786-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15613342
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250607h Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250607h Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15613343
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250607h Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250607h Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.kgx9nj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pangasius sanitwongsei Smith, 1931",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026787-250525065834625/datasets/export for details.
DOI: 10.15468/dl.k5pbg6
title: Occurrence Download

description: A dataset containing 86185 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.countrycode = 'HU'
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence."year" &gt;= 2000 AND occurrence."year" &lt;= 2025)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 86185 records were derived from 283 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026776-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hmmhwy
title: Occurrence Download

description: A dataset containing 12123 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chersophilus duponti (Vieillot, 1824)"
 ]
}

 The dataset includes 12123 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026788-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f2hs5x
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pangasius sanitwongsei Smith, 1931",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026789-250525065834625/datasets/export for details.
DOI: 10.57760/sciencedb.25449
title: Synergistic effects of irradiation and tensile deformation on molten salt corrosion behavior of GH3535 alloy
title: Synergistic effects of irradiation and tensile deformation on molten salt corrosion behavior of GH3535 alloy

description: This dataset describes key data in the study of the effects of irradiation and tensile deformation on the molten salt corrosion behavior of GH3535 alloy. The main characterization methods used in this study include SEM, TEM, and EPMA.
description: This dataset describes key data in the study of the effects of irradiation and tensile deformation on the molten salt corrosion behavior of GH3535 alloy. The main characterization methods used in this study include SEM, TEM, and EPMA.
DOI: 10.57760/sciencedb.25498
title: Robotic Arm Grasping Verification and Shape Reconfiguration
title: Robotic Arm Grasping Verification and Shape Reconfiguration

description: All data and videos related to the paper titled "Design and Control of Spine-like Robotic Arm Actuated by Shape Memory Alloys for High Radiation Environments"All files ending with the extension “.fig” are generated by MATLAB. Readers can open these files using MATLAB to extract the data.
description: All data and videos related to the paper titled "Design and Control of Spine-like Robotic Arm Actuated by Shape Memory Alloys for High Radiation Environments"All files ending with the extension “.fig” are generated by MATLAB. Readers can open these files using MATLAB to extract the data.
DOI: 10.57760/sciencedb.25445
title: Effect of EuF3 concentration on the tellurium-induced corrosion and cracking behavior of GH3535 alloy in molten FLiNaK salt
title: Effect of EuF3 concentration on the tellurium-induced corrosion and cracking behavior of GH3535 alloy in molten FLiNaK salt

description: This dataset focuses on the experimental data obtained from the study of Te induced corrosion and cracking behavior of GH3535 alloy in FLiNaK molten salt. The analysis and characterization methods mainly include SEM (including EDS), TEM, and EPMA.
description: This dataset focuses on the experimental data obtained from the study of Te induced corrosion and cracking behavior of GH3535 alloy in FLiNaK molten salt. The analysis and characterization methods mainly include SEM (including EDS), TEM, and EPMA.
DOI: 10.15468/dl.ehat48
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Myanmar, Nepal, Bhutan, Bangladesh, Pakistan, Afghanistan)",
 "TaxonKey is Pyroneura margherita (Doherty, 1889)"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026790-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15613126
title: Quantum-Multiscale
DOI: 10.5281/zenodo.15613127
title: Quantum-Multiscale
DOI: 10.5281/zenodo.15613160
title: Quantum-Multiscale
DOI: 10.34740/kaggle/dsv/12086452
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.15389359
title: Japanese Textbook LOD

description: Japanese Textbook Linked Open Data (LOD) is a dataset which includes bibliographic information for textbooks published up to now since the 7th curriculum guideline enforced in 1992, as well as the related information such as the subject areas, the subjects, teaching units, compiling prospectus and the curriculum guidelines.
DOI: 10.5281/zenodo.15613255
title: Japanese Textbook LOD

description: Full Changelog: https://github.com/jp-textbook/jp-textbook.github.io/compare/v27.0...v28.0
DOI: 10.15468/dl.naj8xv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudobarbus afer (Peters, 1864)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.0251 -31.3959,30.5701 -30.7329,30.5701 -28.5786,25.5395 -28.5786,25.5395 -32.9007,28.2048 -32.9007,28.5753 -32.6569,29.4902 -31.7517,30.0251 -31.3959))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026791-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15613523
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250607h Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250607h Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15613524
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250607h Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250607h Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.cp9d23
title: Occurrence Download

description: A dataset containing 36515 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset includes 36515 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026792-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.az9n8m
title: Occurrence Download

description: A dataset containing 466 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Myanmar, Nepal, Bhutan, Bangladesh, Pakistan, Afghanistan)",
 "TaxonKey is Gangara thyrsis (Fabricius, 1775)"
 ]
}

 The dataset includes 466 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026793-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e4k98a
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudobarbus afer (Peters, 1864)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.5701 -24.0715,25.5395 -24.0715,25.5395 -28.5786,30.5701 -28.5786,30.5701 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026794-250525065834625/datasets/export for details.
DOI: 10.15468/dl.6qku9x
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudobarbus afer (Peters, 1864)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.1332 -20.158,25.5395 -23.2724,25.5395 -24.0715,30.5701 -24.0715,30.5701 -20.3186,29.6496 -19.6123,28.947 -19.4003,28.1821 -19.4609,27.6072 -19.7214,27.1332 -20.158))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026795-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15613557
title: LINGUOCULTUROLOGIC FEATURES OF UZBEK AND ENGLISH ADVERTISEMENTS
DOI: 10.5281/zenodo.15613558
title: LINGUOCULTUROLOGIC FEATURES OF UZBEK AND ENGLISH ADVERTISEMENTS
DOI: 10.15468/dl.nm7enh
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Myanmar, Nepal, Bhutan, Bangladesh, Pakistan, Afghanistan)",
 "TaxonKey is Gangara lebadea (Hewitson, 1868)"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026797-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.72srhf
title: Occurrence Download

description: A dataset containing 500 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudobarbus afer (Peters, 1864)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.0214 -34.0501,25.5395 -34.1098,25.5395 -32.9007,20.509 -32.9007,20.509 -34.5676,20.524 -34.555,20.8859 -34.5419,20.9606 -34.4398,21.2995 -34.5131,21.5296 -34.4338,21.8696 -34.4439,22.0323 -34.2835,22.221 -34.2428,22.2566 -34.1304,22.5993 -34.0741,22.9652 -34.1674,23.4069 -34.1858,23.4955 -34.0792,23.6056 -34.0563,24.8471 -34.2877,24.9447 -34.2397,25.0214 -34.0501))"
 ]
}

 The dataset includes 500 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026798-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/fsz7v6
title: Replication Data for: Presidential Endorsements as Voter Cues: Evidence from the 2022 Midterm Elections

description: Replication data and materials for: "Presidential Endorsements as Voter Cues: Evidence from the 2022 Midterm Elections."
DOI: 10.5281/zenodo.15613576
title: IMPLEMENTING MARKETING INNOVATIONS IN THE REGIONS
DOI: 10.5281/zenodo.15613577
title: IMPLEMENTING MARKETING INNOVATIONS IN THE REGIONS