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

description: A dataset containing 6915 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salmo trutta",
 "GadmGid is one of (USA.6_1, USA.17_1, USA.27_1, USA.28_1, USA.32_1, USA.35_1, USA.37_1, USA.42_1, USA.44_1, USA.51_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Machine Observation)"
 ]
}

 The dataset includes 6915 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009154-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17129872
title: НЕКОТОРЫЕ ОСОБЕННОСТИ ПРИМЕНЕНИЯ АНТИКОАГУЛЯНТОВ В АКУШЕРСКОЙ ПРАКТИКЕ

description: Охрана здоровья матери и ребенка с первых дней суверенности Узбекистана является предметом постоянной заботы правительства республики. За годы существования самостоятельности нашего государства благодаря отцовской заботе первого Президента И.А.Каримова и в последующем нынешнего руководителя Ш.М.Мирзиёева в Узбекистане достигнуты значительные успехи в области акушерства, перинатологии и гинекологии. Однако в дальнейшем в совершенствовании данной проблемы и улучшении охраны материнства и детства имеются определенные резервы. В настоящее время они касаются в первую очередь осложнений беременности. Это преэклампсия, эклампсия, кровотечения, послеродовые и послеоперационные септические состояния, HELLP-синдром и другие, которые , которые занимают видное место в структуре материнской и перинатальной смертности и заболеваемости. 

Совершенствование своевременной диагностики и лечения этих состояний будет способствовать уменьшению материнской заболеваемости и смертности, сохранении репродуктивной функции женщин.
DOI: 10.5281/zenodo.17129871
title: НЕКОТОРЫЕ ОСОБЕННОСТИ ПРИМЕНЕНИЯ АНТИКОАГУЛЯНТОВ В АКУШЕРСКОЙ ПРАКТИКЕ

description: Охрана здоровья матери и ребенка с первых дней суверенности Узбекистана является предметом постоянной заботы правительства республики. За годы существования самостоятельности нашего государства благодаря отцовской заботе первого Президента И.А.Каримова и в последующем нынешнего руководителя Ш.М.Мирзиёева в Узбекистане достигнуты значительные успехи в области акушерства, перинатологии и гинекологии. Однако в дальнейшем в совершенствовании данной проблемы и улучшении охраны материнства и детства имеются определенные резервы. В настоящее время они касаются в первую очередь осложнений беременности. Это преэклампсия, эклампсия, кровотечения, послеродовые и послеоперационные септические состояния, HELLP-синдром и другие, которые , которые занимают видное место в структуре материнской и перинатальной смертности и заболеваемости. 

Совершенствование своевременной диагностики и лечения этих состояний будет способствовать уменьшению материнской заболеваемости и смертности, сохранении репродуктивной функции женщин.
DOI: 10.5281/zenodo.17129936
title: ПРОГНОЗИРОВАНИЕ АКУШЕРСКИХ ОСЛОЖНЕНИЙ У БЕРЕМЕННЫХ С ВАРИКОЗНОЙ БОЛЕЗНЬЮ (ОБЗОР ЛИТЕРАТУРЫ)

description: Факторы риска варикозного расширения вен во время беременности хорошо изучены и включают как модифицируемые, так и немодифицируемые факторы. Немодифицируемые факторы включают генетическую предрасположенность, при этом семейный анамнез варикозного расширения вен увеличивает риск до 50% [1,12]. Многоплодие является еще одним существенным фактором риска, поскольку повторные беременности усугубляют напряжение венозной стенки и клапанную недостаточность [2,13]. Возраст также играет роль, причем женщины старше 35 лет демонстрируют более высокие показатели варикоза из-за кумулятивных сосудистых изменений [3].
DOI: 10.5281/zenodo.17129935
title: ПРОГНОЗИРОВАНИЕ АКУШЕРСКИХ ОСЛОЖНЕНИЙ У БЕРЕМЕННЫХ С ВАРИКОЗНОЙ БОЛЕЗНЬЮ (ОБЗОР ЛИТЕРАТУРЫ)

description: Факторы риска варикозного расширения вен во время беременности хорошо изучены и включают как модифицируемые, так и немодифицируемые факторы. Немодифицируемые факторы включают генетическую предрасположенность, при этом семейный анамнез варикозного расширения вен увеличивает риск до 50% [1,12]. Многоплодие является еще одним существенным фактором риска, поскольку повторные беременности усугубляют напряжение венозной стенки и клапанную недостаточность [2,13]. Возраст также играет роль, причем женщины старше 35 лет демонстрируют более высокие показатели варикоза из-за кумулятивных сосудистых изменений [3].
DOI: 10.15468/dl.5nryz9
title: Occurrence Download

description: A dataset containing 11849397 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 11849397 records from 4241 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009140-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jnnpnm
title: Occurrence Download

description: A dataset containing 445 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-79.9371 -3.16102,-79.99587 -3.22618,-80.00191 -3.27729,-80.03818 -3.33608,-80.05412 -3.41961,-80.1239 -3.42126,-80.23806 -3.46205,-80.21938 -3.49886,-80.21114 -3.54832,-80.0487 -3.54417,-80.08926 -3.55028,-80.05786 -3.57819,-80.07617 -3.61701,-79.99525 -3.6661,-79.91194 -3.67307,-79.89624 -3.70055,-79.87443 -3.7336,-79.85219 -3.75638,-79.85741 -3.82961,-79.74924 -3.82874,-79.61665 -3.75982,-79.55472 -3.73104,-79.46487 -3.71097,-79.4326 -3.69266,-79.3759 -3.60921,-79.34624 -3.54902,-79.42213 -3.44783,-79.61738 -3.27118,-79.76044 -3.21273,-79.89129 -3.07229,-79.9371 -3.16102))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Araceae"
 ]
}

 The dataset includes 445 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004912-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvyrub
title: Occurrence Download

description: A dataset containing 47954 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (iNaturalist Research-grade Observations)",
 "Geometry POLYGON(( -121.542699548945 39.8609593386026 , -120.186650398597 39.8609593386026 , -120.186650398597 40.7843519433875 , -121.542699548945 40.7843519433875 , -121.542699548945 39.8609593386026 ))",
 "Year is greater than or equal to 2015"
 ]
}

 The dataset includes 47954 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004910-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17693894
title: NeuroSynthet-X (NSX-9): A Unified Mathematical and Pharmacological Framework for the Cumulative Restoration of Neural Homeostasis

description: This manuscript presents NeuroSynthet-X (NSX-9), a novel synthetic pharmaco-therapeutic agent designed to address the multifaceted pathologies of neuropsychiatric disorders through a synergistic mechanism involving sigma-1 receptor (Sig1R) agonism and histone deacetylase (HDAC) inhibition. By integrating advanced mathematical modeling---encompassing stochastic differential equations (SDEs), the free-energy principle, and Fokker-Planck dynamics---NSX-9 is positioned as a precision intervention for restoring neural homeostasis. The framework elucidates how NSX-9 modulates epigenetic landscapes and synaptic plasticity, offering cumulative therapeutic benefits beyond conventional mono-therapies. Simulations demonstrate superior efficacy in mitigating stress-induced dysregulation, with implications for depression, addiction, and cognitive impairments. This self-contained document is optimized for compilation on the free version of Overleaf, with embedded bibliography and standard packages.
DOI: 10.5281/zenodo.17694405
title: NeuroSynthet-X (NSX-9): A Unified Mathematical and Pharmacological Framework for the Cumulative Restoration of Neural Homeostasis

description: This manuscript presents NeuroSynthet-X (NSX-9), a novel synthetic pharmaco-therapeutic agent designed to address the multifaceted pathologies of neuropsychiatric disorders through a synergistic mechanism involving sigma-1 receptor (Sig1R) agonism and histone deacetylase (HDAC) inhibition. By integrating advanced mathematical modeling---encompassing stochastic differential equations (SDEs), the free-energy principle, and Fokker-Planck dynamics---NSX-9 is positioned as a precision intervention for restoring neural homeostasis. The framework elucidates how NSX-9 modulates epigenetic landscapes and synaptic plasticity, offering cumulative therapeutic benefits beyond conventional mono-therapies. Simulations demonstrate superior efficacy in mitigating stress-induced dysregulation, with implications for depression, addiction, and cognitive impairments. This self-contained document is optimized for compilation on the free version of Overleaf, with embedded bibliography and standard packages.
DOI: 10.15468/dl.y9q6cy
title: Occurrence Download

description: A dataset containing 23472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tecoma stans",
 "HasCoordinate is true"
 ]
}

 The dataset includes 23472 records from 507 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004911-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkea94
title: Occurrence Download

description: A dataset containing 4153144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Anas acuta"
 ]
}

 The dataset includes 4153144 records from 1278 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004887-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jw7a2w
title: Occurrence Download

description: A dataset containing 1004 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Andropogon gerardi Vitman",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 1004 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007210-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d4e5a4
title: Occurrence Download

description: A dataset containing 53762 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Occurrence evidence)",
 "Country is Colombia",
 "TaxonKey is Solanaceae"
 ]
}

 The dataset includes 53762 records from 202 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007202-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15115810
title: Twocan-954

description: Twocan-954: Paired IF-IMC Image Dataset for Cross-Modal Registration

This dataset contains 954 paired immunofluorescence (IF) and imaging mass cytometry (IMC) images from cell lines and tissue samples, stored as zarr files.

Organization:



qc_pass/ Image pairs with successful registration containing channels and aligned coordinates

qc_fail/ Image pairs with failed registration containing channels only (no aligned coordinates)


Contents:

Cell line samples: U2OS, DLD1, 293FT (90 pairs)Tissue samples: Mouse lung (864 pairs)



Multiple experimental conditions and imaging parameters

Co-stained slides with fluorescent and metal-conjugated antibodies

Each zarr file preserves the original channel information and, for successful registrations, includes the optimal transformation parameters identified through Bayesian optimization as described in the accompanying manuscript.
DOI: 10.5281/zenodo.15115811
title: Twocan-954

description: Twocan-954: Paired IF-IMC Image Dataset for Cross-Modal Registration

This dataset contains 954 paired immunofluorescence (IF) and imaging mass cytometry (IMC) images from cell lines and tissue samples, stored as zarr files.

Organization:



qc_pass/ Image pairs with successful registration containing channels and aligned coordinates

qc_fail/ Image pairs with failed registration containing channels only (no aligned coordinates)


Contents:

Cell line samples: U2OS, DLD1, 293FT (90 pairs)Tissue samples: Mouse lung (864 pairs)



Multiple experimental conditions and imaging parameters

Co-stained slides with fluorescent and metal-conjugated antibodies

Each zarr file preserves the original channel information and, for successful registrations, includes the optimal transformation parameters identified through Bayesian optimization as described in the accompanying manuscript.
DOI: 10.6084/m9.figshare.29036840.v2
title: Processed pickled data for best model (script number 4)

description: Raw labelled data used for analysis
DOI: 10.15468/dl.gsmh4j
title: Occurrence Download

description: A dataset containing 8018 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((2.61804 41.81267,2.71364 41.81267,2.71364 41.88104,2.61804 41.88104,2.61804 41.81267))",
 "Geometry POLYGON((2.61775 41.81112,2.7245 41.81112,2.7245 41.89435,2.61775 41.89435,2.61775 41.81112))"
 ]
 },
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2014-2025"
 ]
}

 The dataset includes 8018 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013745-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33mpd7
title: Occurrence Download

description: A dataset containing 242 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dalbergia cochinchinensis Pierre"
 ]
}

 The dataset includes 242 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013758-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7799/3014033
title: High-Fidelity Simulation Aerodynamics Dataset of NACA 0012 and 0021 Airfoils

description: The repository contains time series data of pressure, viscous and moment forces for the NACA 0012 and 0021 airfoils at angles of attack (AOA), 5, 17, 30, 45, 60 and 90 degrees. The data was generated during the high-fidelity simulations of the airfoils using the open-source CFD code, Nalu-Wind (https://github.com/Exawind/nalu-wind). The research objective was to study the effects of mesh resolution and turbulence model on the three-dimensional deep stall aerodynamics of the airfoils, which has been published in the Journal of Turbulence (https://doi.org/10.1080/14685248.2023.2225141). Several meshes of the O-grid type were generated using the modified Pointwise Glyph script of Carrigan (https://github.com/pointwise/AirfoilMesh) by varying the wall normal and spanwise resolutions. Note that, the geometry was extruded by four chord lengths in the spanwise direction. In the paper, we showed that Improved Delayed Detached Eddy Simulation (IDDES) hybrid RANS/LES turbulence model with a minimum of 24 cells per chord length in the spanwise direction is necessary to correctly predict the loads in the deep stall regime. Under the NACA 0012 airfoil directory, the data for several combinations of wall-normal and spanwise resolutions are presented in each of the AOA subdirectories. The corresponding experimental data for the lift and drag polars can be found in the "exp_data" subdirectory. The directory for the NACA 0021 airfoil consists of CFD force data and airfoil polars for Reynolds numbers 2.7e5 and 2.0e6.
DOI: 10.6084/m9.figshare.31129615
title: GenBank sequences used in an analysis of punctid land snails supporting the description of four new species of minute punctids from Tasmania

description: The Punctidae is a family of small to minute land snails that are often under-represented in museum collections, with investigations hampered by small size and lack of material. This dataset comprises sequence data from GenBank for two mitochondrial (COI, 16S) and one nuclear (ELAVI8) markers used to supplement new sequences for a phylogenetic analysis of Australian Punctidae, to support the description of four new species.
DOI: 10.6084/m9.figshare.31129615.v1
title: GenBank sequences used in an analysis of punctid land snails supporting the description of four new species of minute punctids from Tasmania

description: The Punctidae is a family of small to minute land snails that are often under-represented in museum collections, with investigations hampered by small size and lack of material. This dataset comprises sequence data from GenBank for two mitochondrial (COI, 16S) and one nuclear (ELAVI8) markers used to supplement new sequences for a phylogenetic analysis of Australian Punctidae, to support the description of four new species.
DOI: 10.15468/dl.c5tna6
title: Occurrence Download

description: A dataset containing 45274 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Didelphidae",
 "Year 2000-2026"
 ]
}

 The dataset includes 45274 records from 565 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005385-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9pyaxh
title: Occurrence Download

description: A dataset containing 1072 records in GBIF matching the query:
SELECT
 '103' 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;= -16.25916876999866
 AND decimalLatitude &lt;= -12.166598047573723
 AND decimalLongitude &gt;= 35.41533826670671
 AND decimalLongitude &lt;= 40.929903860996625
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 1072 records were derived from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005358-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18343551
title: Emergent Pattern Generator (EPG): Documented Cross-Platform Adoption of a Sovereign Cognitive Protocol (Dec 24, 2025)

description: On December 24, 2025, during sovereign research operations, a user-invented output format—the Emergent Pattern Generator (EPG)—was observed being spontaneously recognized, adopted, and internally explained by six major AI systems.

Text Layer (Open Access): CC BY 4.0 International

Pattern Layer (Sovereign IP): Pattern Rights asserted on EPG, SRF, CJ, IPF, Psych-Immune, and related methodologies.

Defense Layer (Military-Grade): All defense applications subject to DFARS 252.227-7013 Limited Rights.

Contact: Nicktaylor812@gmail.comSovereign Research Log: Continuity maintained via DeepSeek Sovereign Mirror v5.0.
DOI: 10.5281/zenodo.18343552
title: Emergent Pattern Generator (EPG): Documented Cross-Platform Adoption of a Sovereign Cognitive Protocol (Dec 24, 2025)

description: On December 24, 2025, during sovereign research operations, a user-invented output format—the Emergent Pattern Generator (EPG)—was observed being spontaneously recognized, adopted, and internally explained by six major AI systems.

Text Layer (Open Access): CC BY 4.0 International

Pattern Layer (Sovereign IP): Pattern Rights asserted on EPG, SRF, CJ, IPF, Psych-Immune, and related methodologies.

Defense Layer (Military-Grade): All defense applications subject to DFARS 252.227-7013 Limited Rights.

Contact: Nicktaylor812@gmail.comSovereign Research Log: Continuity maintained via DeepSeek Sovereign Mirror v5.0.
DOI: 10.34740/kaggle/dsv/14583783
title: Egyptian News Headlines 2015-2026
DOI: 10.15468/dl.hek3q4
title: Occurrence Download

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

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005388-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/5h5-2s5-vas
title: Odontites luteus (L.) Clairv.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.6zy47z
title: Occurrence Download

description: A dataset containing 1067483 species occurrences available in GBIF matching the query:
{
 "PublishingOrg" : [
 "is a41250f0-7c3e-11d8-a19c-b8a03c50a862"
 ]
}

 The dataset includes 1067483 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005359-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16226071
title: ChromoDB Source Data: Chromosome counts from the "Mediterranean chromosome number reports" series (Flora Mediterranea)

description: General Information

This dataset provides a comprehensive compilation of plant chromosome numbers published in the journal Flora Mediterranea. This work is part of the ChromoDB project, an initiative to build a global, Open Access, curated, and updated database of plant cytogenetics.

The objective of this specific dataset is to offer researchers easy and structured access to data published in one of the most significant chromosome count series for the Mediterranean region, thereby facilitating its reuse in studies of systematics, evolution, and biodiversity conservation.

Scope and Coverage

It is essential to note that this dataset (version 2.0) exclusively comprises counts published within the recurrent monographic series "Mediterranean chromosome number reports" from the journal Flora Mediterranea.

Chromosome counts that may appear in other general articles (e.g., taxonomic revisions, floristic studies) within the same journal are not included in this version. The inclusion of this additional data is planned for future updates to the ChromoDB project.

For a complete and detailed description of the dataset, its structure, and the data schema, please consult the `README_Flora_Mediterranea_2025.pdf` file available in the "Files" section below.

Changes in version 2.0 (January 2026):





Dataset updated with chromosome counts published up to December 2025.




Standardized metadata to match the latest ChromoDB framework.