cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.89dxvw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hesperis fenestralis Kuntze, 1891"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053585-220831081235567/datasets/export for details.
DOI: 10.25549/pcra-c14-252184
title: Yearbook of the Church of God in Christ (19th: 1926)

description: [description english/roman)] Yearbook of the Church of God in Christ (19th?: 1926).
DOI: 10.15468/dl.n2acxz
title: Occurrence Download

description: A dataset containing 426 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Puccinellia arctica (Hook.) Fernald & Weath.",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 426 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015950-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pvjcy8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lignariella obscura (Dunn) Jafri"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053626-220831081235567/datasets/export for details.
DOI: 10.25549/pcra-c14-252341
title: World Mission's Digest. Home and Mission Board, 1956

description: [description english/roman)] World Mission's Digest. Home and Mission Board, 1956.
DOI: 10.15468/dl.zzsta5
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053670-220831081235567/datasets/export for details.
DOI: 10.6084/m9.figshare.24431887
title: <b>Humid heat environment causes anxiety-like disorder by impairing gut microbiota and bile acid metabolism and enhancing neuroinflammation</b>

description: Raw data of this paper
DOI: 10.15468/dl.xcxd76
title: Occurrence Download

description: A dataset containing 219973 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((9.60194 0.97163,7.65771 0.43247,9.32419 -5.59628,12.13435 -5.0898,9.60194 0.97163))"
 ]
}

 The dataset includes 219973 records from 378 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024550-230530130749713/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.24431887.v1
title: <b>Humid heat environment causes anxiety-like disorder by impairing gut microbiota and bile acid metabolism and enhancing neuroinflammation</b>

description: Raw data of this paper
DOI: 10.25549/pcra-c14-251300
title: Annual Holy Convocation, COGIC (49th: 1956), program

description: [description english/roman)] Program for the 49th Annual Holy Convocation of the Church of God in Christ (COGIC), Mason Temple, Memphis, Tennessee, 1946 November 27 - December 15.
DOI: 10.15468/dl.9j7qds
title: Occurrence Download

description: A dataset containing 234109 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Luzula pilosa (L.) Willd."
 ]
}

 The dataset includes 234109 records from 756 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015945-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4f77j
title: Occurrence Download

description: A dataset containing 684907110 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 684907110 records from 18061 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018880-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4khjww
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capensibufo tradouwi (Hewitt, 1926)",
 "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 22 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032791-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/00006750
title: A multi-centre study to assess the effectiveness and tolerance of paroxetine by double-blind comparison with amitriptyline

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.25934/pr00006750.1
title: Available IPD datapackage for study 'A multi-centre study to assess the effectiveness and tolerance of paroxetine by double-blind comparison with amitriptyline'

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.15468/dl.w59abr
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geranium pulchrum N.E.Br."
 ]
}

 The dataset includes 88 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011156-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nhny1o
title: Occurrence Download

description: A dataset containing 129 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Blepharocalyx cruckshanksii (Hook. & Arn.) Nied."
 ]
}

 The dataset includes 129 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046484-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.embz2t
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Inia d'Orbigny, 1834"
 ]
}

 The dataset includes 77 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245625-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3j6ay
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clematis viticaulis Steele"
 ]
}

 The dataset includes 111 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0149661-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cvjqa2
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 {
 "or" : [
 "Country is Belgium",
 "Country is Bulgaria"
 ]
 },
 "TaxonKey is Pelophylax bedriagae (Camerano, 1882)"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046484-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u9htnm
title: Occurrence Download

description: A dataset containing 1490 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Isleria guttata (Vieillot, 1824)"
 ]
}

 The dataset includes 1490 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011152-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vv4n36
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyalinobatrachium kawense Castroviejo-Fisher, Vilà, Ayarzagüena, Blanc & Ernst, 2011"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0243425-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dsggg6
title: Occurrence Download

description: A dataset containing 52642 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geranium purpureum Vill."
 ]
}

 The dataset includes 52642 records from 813 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011162-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e3ws2k
title: Occurrence Download

description: A dataset containing 5823 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sesuvium portulacastrum (L.) L."
 ]
}

 The dataset includes 5823 records from 230 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046485-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gtb5xx
title: Occurrence Download

description: A dataset containing 540136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-125.37598 31.66834,-113.42285 31.66834,-113.42285 44.03706,-125.37598 44.03706,-125.37598 31.66834))",
 "OccurrenceStatus is Present",
 "PublishingCountry is United States of America",
 "StateProvince is CALIfORNIA",
 {
 "or" : [
 "TaxonKey is Pelecanus erythrorhynchos Gmelin, 1789",
 "TaxonKey is Hydroprogne caspia (Pallas, 1770)",
 "TaxonKey is Podiceps nigricollis C.L.Brehm, 1831"
 ]
 }
 ]
}

 The dataset includes 540136 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0195445-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.easjvj
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Symposiachrus julianae (Ripley, 1959)"
 ]
}

 The dataset includes 50 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011168-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zc8ui0
title: Occurrence Download

description: A dataset containing 14185362 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Mexico"
 ]
}

 The dataset includes 14185362 records from 2358 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046486-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17105122
title: SPSP–SSC • Public Demo & Data Snapshot

description: This repository presents the Single Point Super Projection – Single Sphere Cosmology (SPSP–SSC), a unified framework that locks General Relativity, the Standard Model, and Quantum Mechanics into a single projection formalism. The model reproduces all validated predictions of GR, SM, and QM without modification, while introducing a single elliptic constraint that becomes relevant only at horizons and interior boundaries. This ensures full agreement with existing experimental and observational tests (Solar System dynamics, pulsar timing, gravitational waves, cosmology, laboratory quantum experiments) and defines sharp falsifiability bounds for future data.

 

Included are:

 

Formal manuscript sections (theory, predictions, appendices).

 

Validation demo (Python + CSV + log).

 

Supplementary materials for reproducibility.

 

 

The SPSP–SSC framework is conservative where tested, falsifiable where open, and designed to provide a rigorous bridge between physics and mathematics.
DOI: 10.5281/zenodo.17105123
title: SPSP–SSC • Public Demo & Data Snapshot

description: This repository presents the Single Point Super Projection – Single Sphere Cosmology (SPSP–SSC), a unified framework that locks General Relativity, the Standard Model, and Quantum Mechanics into a single projection formalism. The model reproduces all validated predictions of GR, SM, and QM without modification, while introducing a single elliptic constraint that becomes relevant only at horizons and interior boundaries. This ensures full agreement with existing experimental and observational tests (Solar System dynamics, pulsar timing, gravitational waves, cosmology, laboratory quantum experiments) and defines sharp falsifiability bounds for future data.

 

Included are:

 

Formal manuscript sections (theory, predictions, appendices).

 

Validation demo (Python + CSV + log).

 

Supplementary materials for reproducibility.

 

 

The SPSP–SSC framework is conservative where tested, falsifiable where open, and designed to provide a rigorous bridge between physics and mathematics.
DOI: 10.5281/zenodo.17100207
title: mirzaakhi/UL-ECE-MultiAttack-H-IoT2025-Dataset-Preprocessing: UL-ECE-MultiAttack-H-IoT2025 Dataset Preprocessing v1.0.1

description: Updated release of the UL-ECE-MultiAttack-H-IoT2025 dataset, including preprocessing scripts, raw data, and processed data files.

This dataset enables research on intrusion and anomaly detection and the mitigation of diverse attacks, including Selective Forwarding, Man-in-the-Middle (MITM), and DDoS in Healthcare-IoT (H-IoT) environments. It is generated from wearable sensor data such as body temperature, oxygen level, and heart rate using the Cooja simulator within a unified H-IoT topology to create a realistic multi-attack model.

This release contains the raw data and preprocessing pipeline for a multiclass dataset, including:

• data/ (CSV and raw TXT files)• scripts/preprocess_ul_ece_multiattack_h_iot2025.py• requirements.txt for dependencies
DOI: 10.5281/zenodo.17100208
title: mirzaakhi/UL-ECE-MultiAttack-H-IoT2025-Dataset-Preprocessing: UL-ECE-MultiAttack-H-IoT2025 Dataset Preprocessing v1.0.1

description: Updated release of the UL-ECE-MultiAttack-H-IoT2025 dataset, including preprocessing scripts, raw data, and processed data files.

This dataset enables research on intrusion and anomaly detection and the mitigation of diverse attacks, including Selective Forwarding, Man-in-the-Middle (MITM), and DDoS in Healthcare-IoT (H-IoT) environments. It is generated from wearable sensor data such as body temperature, oxygen level, and heart rate using the Cooja simulator within a unified H-IoT topology to create a realistic multi-attack model.

This release contains the raw data and preprocessing pipeline for a multiclass dataset, including:

• data/ (CSV and raw TXT files)• scripts/preprocess_ul_ece_multiattack_h_iot2025.py• requirements.txt for dependencies
DOI: 10.15468/dl.6ol2zk
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Avicennia rumphiana Hallier fil."
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004675-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cdpebt
title: Occurrence Download

description: A dataset containing 11002 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Dataset of Phenology of flora of mediterranean high-mountains meadows (Sierra Nevada)"
 ]
}

 The dataset includes 11002 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001630-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rnrr86
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-74.2339017000000041 40.6721839000000003, -74.2339017000000041 40.6733108999999970, -74.2339017000000041 40.6744379100000018, -74.2339017000000041 40.6759208100000009, -74.2339017000000041 40.6768698599999965, -74.2339017000000041 40.6781154999999970, -74.2324203000000011 40.6781154999999970, -74.2309389600000031 40.6781154999999970, -74.2293391200000059 40.6781154999999970, -74.2281540500000006 40.6781154999999970, -74.2275022000000035 40.6781154999999970, -74.2275022000000035 40.6771071300000031, -74.2275022000000035 40.6760987600000021, -74.2275022000000035 40.6753869599999973, -74.2275022000000035 40.6741413299999977, -74.2275022000000035 40.6733702200000025, -74.2275022000000035 40.6721839000000003, -74.2288058400000068 40.6721839000000003, -74.2304056800000041 40.6721839000000003, -74.2317092600000024 40.6721839000000003, -74.2329535800000002 40.6721839000000003, -74.2339017000000041 40.6721839000000003))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 110 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0094373-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.klmq2j
title: Occurrence Download

description: A dataset containing 1312 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isophya Brunner von Wattenwyl, 1878"
 ]
}

 The dataset includes 1312 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025369-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sw0iny
title: Occurrence Download

description: A dataset containing 6062 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anogeissus leiocarpa (DC.) Guill. & Perr."
 ]
}

 The dataset includes 6062 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001630-180920211646547/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rtvakm
title: Occurrence Download

description: A dataset containing 559 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Andrena taraxaci Giraud, 1861, Hylaeus cornutus Curtis, 1831)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 559 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154295-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sg7un8
title: Occurrence Download

description: A dataset containing 1312 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isophya Brunner von Wattenwyl, 1878"
 ]
}

 The dataset includes 1312 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025371-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.