cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.jdffz7
title: Occurrence Download

description: A dataset containing 1050 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viburnum prunifolium L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1050 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021520-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vsgbz
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Saisie de données naturalistes d'observateurs indépendants sur la plateforme de l'Observatoire FAUNA-Données naturalistes de Thomas RUYS"
 ]
}

 The dataset includes 28 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012267-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4fmp83
title: Occurrence Download

description: A dataset containing 159454 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is North America",
 "Country is Mexico",
 "GadmGid is MEX.17_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 159454 records from 509 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059548-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xtovut
title: Occurrence Download

description: A dataset containing 2570 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Haiti",
 "TaxonKey is Foraminifera"
 ]
}

 The dataset includes 2570 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027899-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zeec4m
title: Occurrence Download

description: A dataset containing 1000134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "DatasetKey is NIEK_NES"
 ]
}

 The dataset includes 1000134 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059550-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fbzve5
title: Occurrence Download

description: A dataset containing 79875 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Monitoreo pasivo de fauna silvestre con cámaras trampa en el Magdalena Medio, Santander y Cesar, Colombia - Proyecto FIBRAS"
 ]
}

 The dataset includes 79875 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059552-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c2llma
title: Occurrence Download

description: A dataset containing 491081 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alcedo Linnaeus, 1758"
 ]
}

 The dataset includes 491081 records from 654 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001254-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e0x1eu
title: Occurrence Download

description: A dataset containing 614727 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is United States of America",
 "Country is Peru",
 "Country is Colombia",
 "Country is Brazil",
 "Country is Argentina",
 "Country is Ecuador",
 "Country is Venezuela (Bolivarian Republic of)",
 "Country is Mexico",
 "Country is Canada",
 "Country is Chile"
 ]
 },
 "TaxonKey is Gallinula chloropus (Linnaeus, 1758)"
 ]
}

 The dataset includes 614727 records from 177 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001254-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uf2z5p
title: Occurrence Download

description: A dataset listing the 10840 species recorded in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Insecta",
 "Country is one of (Czechia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 10840 records were derived from 217 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069996-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17848566
title: VFM Data Package

description: Dataset and supplementary material for the Vibrational Fabric Model (VFM).



All files and scripts in this record are released under CC BY-SA 4.0.They include my combined dataset and analysis code.Original source data: Cosmicflows-4 (CF4) Catalog and NASA–SDSS Catalog remain under their respective institutional licenses.This clarifies ownership and license of my contributions while respecting original dataset terms
DOI: 10.5281/zenodo.17848567
title: VFM Data Package

description: Dataset and supplementary material for the Vibrational Fabric Model (VFM).



All files and scripts in this record are released under CC BY-SA 4.0.They include my combined dataset and analysis code.Original source data: Cosmicflows-4 (CF4) Catalog and NASA–SDSS Catalog remain under their respective institutional licenses.This clarifies ownership and license of my contributions while respecting original dataset terms
DOI: 10.15468/dl.dkq6cu
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Colias myrmidone",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 64 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069998-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17905130
title: Tropical Cyclone-Driven Storm Surge and Wave Database for the US Coastlines

description: This dataset accompanies the paper "Tropical cyclone-driven storm surge and wave database for the US North Atlantic and Gulf coastlines" submitted to Nature Scientific Data. It contains storm surge and wave modeling results from coupled ADCIRC+SWAN simulations covering major tropical cyclones impacting the U.S. coastline from 1981–2021. The database provides spatially distributed time series of water surface elevation, significant wave height, and peak wave period at coastal locations vulnerable to hurricane impacts.

Data Organization:

Organized by decade; four netCDF files (e.g., AdcSwan_StormSurge_Data_1981_1990.nc)CF-compliant netCDF-4 format with compressionEach file contains multiple storm events with node-based extraction points

Key Variables:

Water surface elevation (m)Significant wave height (m)Peak wave period (s)Node coordinates (longitude, latitude)

Time Representation:Time is provided in ISO-8601 format (time_str: YYYY-MM-DDTHH:MM:SS) for each storm.

Spatial Coverage:Extraction points cover hurricane-vulnerable regions including the Mid-Atlantic, West Florida, Louisiana, and Texas coasts.

File Structure:Each decade archive contains 3D arrays dimensioned as (node, time, subdir), where subdir indexes individual storm events. Storm identification is provided via subdir_names. All variables include CF-compliant metadata (long_name, units, standard_name).

Intended Use:This dataset supports coastal hazard assessment, risk analysis, and validation of storm surge models. For detailed methodology, validation, and use cases, please refer to the accompanying Nature Scientific Data paper.

Citation:Deb et al. (2025). Tropical cyclone-driven storm surge and wave database for the US North Atlantic and Gulf coastlines. Nature Scientific Data (submitted).

Dataset: 10.5281/zenodo.17905131

Quick example: access with Python/xarray

We provide a spatial visualization tool, extract_storm_spatial_map.py, that generates publication-quality maps showing the maximum water surface elevation across the entire computational domain for individual storm events. Users specify a storm identifier (e.g., bal122005 for Hurricane Katrina) and optionally a NetCDF file path. The script then produces a 300-DPI georeferenced map of peak storm surge values (see Figure bal122005_max_zeta_map.png above).

We also provide an example script (extract_node_timeseries.py) for opening a decade file and extracting peak values of the variables at the node nearest a target lon/lat. A companion plotting script (extract_timeseries_all_files.py) extracts the time series at the same user-selected location and generates a three-panel figure showing the temporal evolution of water surface elevation, significant wave height, and peak wave period across all storm events in a given decade file.
DOI: 10.5281/zenodo.17905131
title: Tropical Cyclone-Driven Storm Surge and Wave Database for the US Coastlines

description: This dataset accompanies the paper "Tropical cyclone-driven storm surge and wave database for the US North Atlantic and Gulf coastlines" submitted to Nature Scientific Data. It contains storm surge and wave modeling results from coupled ADCIRC+SWAN simulations covering major tropical cyclones impacting the U.S. coastline from 1981–2021. The database provides spatially distributed time series of water surface elevation, significant wave height, and peak wave period at coastal locations vulnerable to hurricane impacts.

Data Organization:

Organized by decade; four netCDF files (e.g., AdcSwan_StormSurge_Data_1981_1990.nc)CF-compliant netCDF-4 format with compressionEach file contains multiple storm events with node-based extraction points

Key Variables:

Water surface elevation (m)Significant wave height (m)Peak wave period (s)Node coordinates (longitude, latitude)

Time Representation:Time is provided in ISO-8601 format (time_str: YYYY-MM-DDTHH:MM:SS) for each storm.

Spatial Coverage:Extraction points cover hurricane-vulnerable regions including the Mid-Atlantic, West Florida, Louisiana, and Texas coasts.

File Structure:Each decade archive contains 3D arrays dimensioned as (node, time, subdir), where subdir indexes individual storm events. Storm identification is provided via subdir_names. All variables include CF-compliant metadata (long_name, units, standard_name).

Intended Use:This dataset supports coastal hazard assessment, risk analysis, and validation of storm surge models. For detailed methodology, validation, and use cases, please refer to the accompanying Nature Scientific Data paper.

Citation:Deb et al. (2025). Tropical cyclone-driven storm surge and wave database for the US North Atlantic and Gulf coastlines. Nature Scientific Data (submitted).

Dataset: 10.5281/zenodo.17905131

Quick example: access with Python/xarray

We provide a spatial visualization tool, extract_storm_spatial_map.py, that generates publication-quality maps showing the maximum water surface elevation across the entire computational domain for individual storm events. Users specify a storm identifier (e.g., bal122005 for Hurricane Katrina) and optionally a NetCDF file path. The script then produces a 300-DPI georeferenced map of peak storm surge values (see Figure bal122005_max_zeta_map.png above).

We also provide an example script (extract_node_timeseries.py) for opening a decade file and extracting peak values of the variables at the node nearest a target lon/lat. A companion plotting script (extract_timeseries_all_files.py) extracts the time series at the same user-selected location and generates a three-panel figure showing the temporal evolution of water surface elevation, significant wave height, and peak wave period across all storm events in a given decade file.
DOI: 10.15468/dl.xxp8mg
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Colias chrysotheme",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 74 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070000-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18111267
title: Military Aircraft Detection

description: A dataset for detection of military aircrafts, consisting of 3 classes: passenger airplanes, military airplanes and UAVs

4772 training, 681 validation and 482 testing images with annotations
DOI: 10.5281/zenodo.18111268
title: Military Aircraft Detection

description: A dataset for detection of military aircrafts, consisting of 3 classes: passenger airplanes, military airplanes and UAVs

4772 training, 681 validation and 482 testing images with annotations
DOI: 10.5281/zenodo.18111488
title: Artículo de análisis formal y estilística poética: Poética del silencio. Espacios en blanco y pausas como estructura significante en "Existencial" de Ángel Jesús Martín González

description: El presente artículo académico analiza la función estructural del silencio en el poemario Existencial (2025) de Ángel Jesús Martín González, publicado por Editorial Poesía eres tú, demostrando que el silencio no opera como mera ausencia sonora sino como presencia significante que articula el sentido del texto.

Mediante el análisis formal de espacios tipográficos, pausas versales, economía expresiva y recursos retóricos en poemas clave como "Silencios", "Convento", "Ladrido en la noche" y "Cuna vacía", se establece que la poética del silencio funciona como representación del dolor inefable y como estrategia retórica que replica la experiencia del sufrimiento sostenido.

El estudio aplica metodologías de análisis estilístico avanzado: anáfora, sinestesia, encabalgamiento estratégico, elipsis necesaria, y economía expresiva como silencio estructural. Se identifican tres niveles simultáneos del silencio: tema explícito (el silencio como refugio contra el ruido del mundo), estructura formal (pausas, encabalgamientos, brevedad versal), y estrategia retórica que replica experiencia del dolor inefable.

El marco comparativo sitúa la obra en la tradición española del silencio poético, estableciendo diálogo con José Ángel Valente (silencio como origen del poema), Claudio Rodríguez (silencio como condición de contemplación), y San Juan de la Cruz (silencio místico), demostrando que Martín González actualiza esta tradición desde la experiencia específica del dolor crónico.

El estudio integra también teoría de Elaine Scarry sobre representación del dolor inefable, ofreciendo modelo metodológico para analizar cómo la poesía representa experiencias límite sin caer en queja repetitiva ni abstracción deshumanizada.

Este estudio complementa y enriquece la lectura del poemario físico Existencial de Ángel Jesús Martín González, ofreciendo herramientas de análisis formal esenciales para investigadores en estilística poética, estudiosos de retórica literaria, docentes de análisis del discurso poético y especialistas en literatura del dolor.
description: Para adquirir el poemario físico Existencial de Ángel Jesús Martín González y experimentar la dimensión estética completa del silencio poético analizado en este estudio, visite: www.poesiaerestu.com
DOI: 10.5281/zenodo.18111487
title: Artículo de análisis formal y estilística poética: Poética del silencio. Espacios en blanco y pausas como estructura significante en "Existencial" de Ángel Jesús Martín González

description: El presente artículo académico analiza la función estructural del silencio en el poemario Existencial (2025) de Ángel Jesús Martín González, publicado por Editorial Poesía eres tú, demostrando que el silencio no opera como mera ausencia sonora sino como presencia significante que articula el sentido del texto.

Mediante el análisis formal de espacios tipográficos, pausas versales, economía expresiva y recursos retóricos en poemas clave como "Silencios", "Convento", "Ladrido en la noche" y "Cuna vacía", se establece que la poética del silencio funciona como representación del dolor inefable y como estrategia retórica que replica la experiencia del sufrimiento sostenido.

El estudio aplica metodologías de análisis estilístico avanzado: anáfora, sinestesia, encabalgamiento estratégico, elipsis necesaria, y economía expresiva como silencio estructural. Se identifican tres niveles simultáneos del silencio: tema explícito (el silencio como refugio contra el ruido del mundo), estructura formal (pausas, encabalgamientos, brevedad versal), y estrategia retórica que replica experiencia del dolor inefable.

El marco comparativo sitúa la obra en la tradición española del silencio poético, estableciendo diálogo con José Ángel Valente (silencio como origen del poema), Claudio Rodríguez (silencio como condición de contemplación), y San Juan de la Cruz (silencio místico), demostrando que Martín González actualiza esta tradición desde la experiencia específica del dolor crónico.

El estudio integra también teoría de Elaine Scarry sobre representación del dolor inefable, ofreciendo modelo metodológico para analizar cómo la poesía representa experiencias límite sin caer en queja repetitiva ni abstracción deshumanizada.

Este estudio complementa y enriquece la lectura del poemario físico Existencial de Ángel Jesús Martín González, ofreciendo herramientas de análisis formal esenciales para investigadores en estilística poética, estudiosos de retórica literaria, docentes de análisis del discurso poético y especialistas en literatura del dolor.
description: Para adquirir el poemario físico Existencial de Ángel Jesús Martín González y experimentar la dimensión estética completa del silencio poético analizado en este estudio, visite: www.poesiaerestu.com
DOI: 10.34740/kaggle/dsv/14357619
title: Indonesian Hoax News Dataset
DOI: 10.15468/dl.wmvbym
title: Occurrence Download

description: A dataset containing 309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adelges tsugae Annand, 1924",
 "HasCoordinate is true",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025",
 "License is CC0 1.0"
 ]
}

 The dataset includes 309 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017727-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k4ada8
title: Occurrence Download

description: A dataset containing 243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agrilus planipennis Fairmaire, 1888",
 "HasCoordinate is true",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025",
 "License is CC0 1.0"
 ]
}

 The dataset includes 243 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017724-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.83f7xg
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anoplophora glabripennis (Motschulsky, 1854)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025",
 "License is CC0 1.0"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017725-250402121839773/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.28779443
title: Supplementary Table 4

description: Supplementary Table 4: Results of mixed model ANOVAs with factors of Sex and Treatment at each measured time point in a glucose tolerance test of either control or prenatally alcohol-exposed mice (PAE). The resulting p-values are listed above.
DOI: 10.6084/m9.figshare.28779443.v1
title: Supplementary Table 4

description: Supplementary Table 4: Results of mixed model ANOVAs with factors of Sex and Treatment at each measured time point in a glucose tolerance test of either control or prenatally alcohol-exposed mice (PAE). The resulting p-values are listed above.
DOI: 10.15468/dl.3e8tjx
title: Occurrence Download

description: A dataset containing 254 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ophiocordyceps dipterigena (Berk. & Broome) G.H.Sung, J.M.Sung, Hywel-Jones & Spatafora"
 ]
}

 The dataset includes 254 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075986-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yefaaa
title: Occurrence Download

description: A dataset containing 1832 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Torricelliaceae"
 ]
}

 The dataset includes 1832 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075987-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b6ng22
title: Occurrence Download

description: A dataset containing 580 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polygonatum kingianum Collett & Hemsl."
 ]
}

 The dataset includes 580 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075988-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ydjbw9
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhododendron muscicola J.J.Sm."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075989-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xehncx
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Cynometra michelsonii J.Léonard)"
 ]
}

 The dataset includes 11 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075991-240626123714530/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/9211277
title: Full TMDB Movies Dataset 2024 (1M Movies)