cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4vyw64
title: Occurrence Download

description: A dataset containing 43385 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CAN.2_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bombus Latreille, 1802"
 ]
}

 The dataset includes 43385 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010393-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.quau4e
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tetrapturus georgii",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 51 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025431-250811113504898/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/12816825
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.17898/adp_sjm122_v1/1
title: sjm122_om1_sl_v1_r2.pdf

description: :unav
DOI: 10.17898/adp_sjm122_v1/2
title: sjm122_p1_sl_v1_r3.tab

description: :unav
DOI: 10.17898/adp_sjm122_v1/3
title: sjm122_vp1_sl_v1_r4.pdf

description: :unav
DOI: 10.17898/adp_sjm122_v1/4
title: sjm122_rm1_sl_v1_r2.pdf

description: :unav
DOI: 10.17898/adp_sjm122_v1/5
title: sjm122_rm2_sl_v1_r2.pdf

description: :unav
DOI: 10.15468/dl.xxgp4a
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Labeo dussumieri)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025432-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17898/adp_sjm122_v1
title: Slovensko javno mnenje 2012/2

description: Slovensko javno mnenje (SJM) 2012 je raziskava, ki je bila opravljena kot del Evropske družboslovne raziskave 2012 (ESS 6). ESS je akademsko vodena mednarodna anketa, ki je bila do sedaj izvedena že v več kot 30-ih državah. Cilji raziskovanja so spremljati in razlagati spreminjajoče se družbene vrednote in navade v Evropi ter raziskati, kako so povezane s spremembami v institucionalnem okolju širom Evrope. Slovensko javno mnenje 2012 je del šestega kroga programa ESS, v katerem je bilo v raziskavo poleg Slovenije zajetih 29 držav, pretežno iz Evropske unije. V tem krogu sta poleg osnovnega vsebinskega modula vključena še dva dodatna rotirajoča vsebinska modula, in sicer: »ocenjevanje in razumevanje demokracije« in »osebna in družbena blaginja« (delno vključena že v ESS krogu 3). Pri raziskovanju se uporablja visoko kakovostno anketno metodologijo – dosledno naključno vzorčenje, ciljno stopnjo sodelovanja vsaj 70 odstotkov in natančne protokole prevajanja.
DOI: 10.15468/dl.b78ntp
title: Occurrence Download

description: A dataset containing 7310 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Menyanthes trifoliata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 7310 records from 332 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011058-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32pqs3
title: Occurrence Download

description: A dataset containing 38713 records in GBIF matching the query:
SELECT
 '405' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 37.42857426825602
 AND decimalLatitude &lt;= 41.89415215079384
 AND decimalLongitude &gt;= 11.512824358810933
 AND decimalLongitude &lt;= 17.98222425708759
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 38713 records were derived from 209 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011052-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sp6g8w
title: Occurrence Download

description: A dataset containing 2482 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Finland",
 "TaxonKey is Pulsatilla patens",
 "Year 2000-2023"
 ]
}

 The dataset includes 2482 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011060-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18368917
title: A SYSTEMATIC APPROACH TO THE EFFECTIVE MANAGEMENT OF VASOMOTOR RHINITIS

description: Vasomotor rhinitis (VMR) is a prevalent condition causing significant nasal airway obstruction and remains one of the most common problems encountered in outpatient and primary care settings. This article reviews the two principal clinical forms of vasomotor rhinitis—allergic and neurovegetative—with special attention to practical therapeutic strategies suitable for general practitioners and internists. Modern management includes pharmacological therapy, physiotherapeutic methods, and surgical options when indicated. An individualized, stepwise, and systematic treatment plan is essential, guided by symptom severity, duration, patient-specific factors, and response to initial conservative measures. The article emphasizes the value of a comprehensive, multimodal approach to achieve optimal symptom control, enhance quality of life, and prevent complications related to chronic nasal obstruction.
DOI: 10.5281/zenodo.18368916
title: A SYSTEMATIC APPROACH TO THE EFFECTIVE MANAGEMENT OF VASOMOTOR RHINITIS

description: Vasomotor rhinitis (VMR) is a prevalent condition causing significant nasal airway obstruction and remains one of the most common problems encountered in outpatient and primary care settings. This article reviews the two principal clinical forms of vasomotor rhinitis—allergic and neurovegetative—with special attention to practical therapeutic strategies suitable for general practitioners and internists. Modern management includes pharmacological therapy, physiotherapeutic methods, and surgical options when indicated. An individualized, stepwise, and systematic treatment plan is essential, guided by symptom severity, duration, patient-specific factors, and response to initial conservative measures. The article emphasizes the value of a comprehensive, multimodal approach to achieve optimal symptom control, enhance quality of life, and prevent complications related to chronic nasal obstruction.
DOI: 10.15468/dl.s6k36d
title: Occurrence Download

description: A dataset containing 1844 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nymphoides peltata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1844 records from 177 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011061-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17043/tarfala-5
title: Data from Tarfala Research Station, Kebnekaise mountains, northern Sweden
DOI: 10.15468/dl.6cqep5
title: Occurrence Download

description: A dataset containing 293 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ornduffia parnassifolia",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 293 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011064-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.768bar
title: Occurrence Download

description: A dataset containing 36288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-107.24524 15.29531,-53.13538 17.47878,-51.25184 50.18936,-105.22503 48.6547,-107.24524 15.29531))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Scomber scombrus",
 "Year 1970-2020"
 ]
}

 The dataset includes 36288 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011063-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18368944
title: THE RELATIONSHIP BETWEEN ANEMIA AND GYNECOLOGICAL DISEASES

description: Anemia remains one of the most prevalent hematological disorders worldwide and disproportionately affects women of reproductive age. Gynecological diseases are recognized as major contributing factors to the development and persistence of anemia, primarily through chronic blood loss, inflammation, and hormonal disturbances.

The aim of this study was to analyze the relationship between anemia and gynecological diseases and to review current approaches to diagnosis and management based on recent clinical evidence. A narrative review of the literature was conducted using international databases, including PubMed, Scopus, Web of Science, and Google Scholar. Studies published between 2015 and 2024 were analyzed, focusing on etiological factors, pathophysiological mechanisms, and therapeutic strategies related to anemia in women with gynecological disorders.

The reviewed studies demonstrated that abnormal uterine bleeding, uterine fibroids, endometriosis, adenomyosis, and chronic inflammatory gynecological conditions are strongly associated with iron deficiency anemia. Chronic menstrual blood loss and inflammatory processes were identified as the primary mechanisms leading to reduced hemoglobin levels. Early diagnosis and integrated management combining treatment of the underlying gynecological pathology with iron replacement therapy were associated with improved hematological outcomes and quality of life.

In conclusion, anemia and gynecological diseases are closely interconnected conditions that require a multidisciplinary and individualized management approach. Timely identification and comprehensive treatment are essential to reduce disease burden and prevent recurrence.
DOI: 10.5281/zenodo.18368945
title: THE RELATIONSHIP BETWEEN ANEMIA AND GYNECOLOGICAL DISEASES

description: Anemia remains one of the most prevalent hematological disorders worldwide and disproportionately affects women of reproductive age. Gynecological diseases are recognized as major contributing factors to the development and persistence of anemia, primarily through chronic blood loss, inflammation, and hormonal disturbances.

The aim of this study was to analyze the relationship between anemia and gynecological diseases and to review current approaches to diagnosis and management based on recent clinical evidence. A narrative review of the literature was conducted using international databases, including PubMed, Scopus, Web of Science, and Google Scholar. Studies published between 2015 and 2024 were analyzed, focusing on etiological factors, pathophysiological mechanisms, and therapeutic strategies related to anemia in women with gynecological disorders.

The reviewed studies demonstrated that abnormal uterine bleeding, uterine fibroids, endometriosis, adenomyosis, and chronic inflammatory gynecological conditions are strongly associated with iron deficiency anemia. Chronic menstrual blood loss and inflammatory processes were identified as the primary mechanisms leading to reduced hemoglobin levels. Early diagnosis and integrated management combining treatment of the underlying gynecological pathology with iron replacement therapy were associated with improved hematological outcomes and quality of life.

In conclusion, anemia and gynecological diseases are closely interconnected conditions that require a multidisciplinary and individualized management approach. Timely identification and comprehensive treatment are essential to reduce disease burden and prevent recurrence.
DOI: 10.5281/zenodo.18354986
title: FREEDA genome assemblies (NCBI GenBank) - Drosophila

description: DescriptionThis record provides a curated snapshot of public NCBI GenBank genome assembly FASTA files used as reference inputs for the FREEDA pipeline. Assemblies are redistributed unchanged for convenience and reproducibility.

Provenance and identifiers: Each genome is identified by its NCBI GenBank assembly accession and version as listed in FREEDA_genomes.xlsx, along with the corresponding NCBI Assembly URLs. Users should cite the original genome resources via their accessions and any associated primary publications.

Rights note: NCBI places no restrictions on the use or distribution of GenBank molecular data, but notes that some original submitters (or countries of origin) may assert patent/copyright/other IP claims in portions of submitted data; users are responsible for compliance where applicable.

Related work: This dataset supports the FREEDA pipeline described in: https://doi.org/10.1083/jcb.202212084 (added under “Related works”).
DOI: 10.5281/zenodo.18354987
title: FREEDA genome assemblies (NCBI GenBank) - Drosophila

description: DescriptionThis record provides a curated snapshot of public NCBI GenBank genome assembly FASTA files used as reference inputs for the FREEDA pipeline. Assemblies are redistributed unchanged for convenience and reproducibility.

Provenance and identifiers: Each genome is identified by its NCBI GenBank assembly accession and version as listed in FREEDA_genomes.xlsx, along with the corresponding NCBI Assembly URLs. Users should cite the original genome resources via their accessions and any associated primary publications.

Rights note: NCBI places no restrictions on the use or distribution of GenBank molecular data, but notes that some original submitters (or countries of origin) may assert patent/copyright/other IP claims in portions of submitted data; users are responsible for compliance where applicable.

Related work: This dataset supports the FREEDA pipeline described in: https://doi.org/10.1083/jcb.202212084 (added under “Related works”).
DOI: 10.15468/dl.6h233g
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pentaphragma spicatum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 101 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011065-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cysnsb
title: Occurrence Download

description: A dataset containing 320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vermivora bachmanii"
 ]
}

 The dataset includes 320 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011066-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avyz34
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phelline billardierei",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 34 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011067-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18368971
title: LINGUOCULTUROLOGICAL UNITS IN MODERN UZBEKISTAN INTERNET COMMUNICATION

description: This article analyzes the linguoculturological units used in modern Uzbek Internet communication. In particular, the expression of national culture, mentality and social values through language units formed in social networks, messengers and online platforms is studied. The specific aspects of modern linguoculturology are revealed on the example of emoji, abbreviations, new phraseological units and Internet slang. The results of the study show that Internet language is not only a communicative tool, but also a phenomenon that carries cultural information.
DOI: 10.5281/zenodo.18368972
title: LINGUOCULTUROLOGICAL UNITS IN MODERN UZBEKISTAN INTERNET COMMUNICATION

description: This article analyzes the linguoculturological units used in modern Uzbek Internet communication. In particular, the expression of national culture, mentality and social values through language units formed in social networks, messengers and online platforms is studied. The specific aspects of modern linguoculturology are revealed on the example of emoji, abbreviations, new phraseological units and Internet slang. The results of the study show that Internet language is not only a communicative tool, but also a phenomenon that carries cultural information.
DOI: 10.15468/dl.3mxfxu
title: Occurrence Download

description: A dataset containing 44623 records in GBIF matching the query:
SELECT
 '406' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 37.42857426825602
 AND decimalLatitude &lt;= 41.89415215079384
 AND decimalLongitude &gt;= 17.2692365382164
 AND decimalLongitude &lt;= 23.97629900945012
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 44623 records were derived from 284 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011062-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9h2x7v
title: Occurrence Download

description: A dataset containing 217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Campephilus principalis"
 ]
}

 The dataset includes 217 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011068-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ck6a5j
title: Occurrence Download

description: A dataset containing 185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phelline lucida",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 185 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011069-260120142942310/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/14615706
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.jh9sa8
title: Occurrence Download

description: A dataset containing 534 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abrophyllum ornans",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 534 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011070-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wrzxdj
title: Occurrence Download

description: A dataset containing 1654 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Araucaria araucana",
 "Year 2000-2026"
 ]
}

 The dataset includes 1654 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011071-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ruza9d
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ornimegalonyx"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011073-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18358706
title: CLAP features of CASTELLA

description: What is this?

This repository contains audio and text features of CASTELLA dataset extracted by MS-CLAP 2023.



Using these features, we can reproduce the audio moments retrieval using CASTELLA, which is used in lighthouse.

Please also check demo page.


File structure

features/ 

└──castella 

   ├──clap  

   │  └──{yid}.npz 

   └──clap_text

      └──qid_{yid}_{caption_id}.npz 

 

How to Use on Lighthouse?

The `.tar.gz` files should be decompressed by following shell commands:tar -zxvf clap.tar.gz -C {LIGHTHOUSE_PATH}/features/castellatar -zxvf clap_text.tar.gz -C {LIGHTHOUSE_PATH}/features/castella

Version

ver.2: revise an error of G_Xod6VFxNY_2

Citation

@article{munakata2025castella,  title={CASTELLA: Long Audio Dataset with Captions and Temporal Boundaries},  author={Munakata, Hokuto and Takehiro, Imamura and Nishimura, Taichi and Komatsu, Tatsuya},  journal={arXiv preprint arXiv:2511.15131},  year={2025},}
DOI: 10.5281/zenodo.17412175
title: CLAP features of CASTELLA

description: What is this?

This repository contains audio and text features of CASTELLA dataset extracted by MS-CLAP 2023.



Using these features, we can reproduce the audio moments retrieval using CASTELLA, which is used in lighthouse.

Please also check demo page.


File structure

features/ 

└──castella 

   ├──clap  

   │  └──{yid}.npz 

   └──clap_text

      └──qid_{yid}_{caption_id}.npz 

 

How to Use on Lighthouse?

The `.tar.gz` files should be decompressed by following shell commands:tar -zxvf clap.tar.gz -C {LIGHTHOUSE_PATH}/features/castellatar -zxvf clap_text.tar.gz -C {LIGHTHOUSE_PATH}/features/castella

Version

ver.2: revise an error of G_Xod6VFxNY_2

Citation

@article{munakata2025castella,  title={CASTELLA: Long Audio Dataset with Captions and Temporal Boundaries},  author={Munakata, Hokuto and Takehiro, Imamura and Nishimura, Taichi and Komatsu, Tatsuya},  journal={arXiv preprint arXiv:2511.15131},  year={2025},}