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

description: A dataset containing 36448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36448 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017391-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jwnm34
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CollectionKey is 6416a67f-3c3e-495c-8998-568f64249178",
 "Geometry POLYGON((22.974796461546077 36.16747944903473,22.974796461546077 34.10766421909362,27.216413102862077 34.10766421909362,27.216413102862077 36.16747944903473,22.974796461546077 36.16747944903473))"
 ]
}

 The dataset includes 124 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049831-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18408847
title: Adaptation and Psychometric Properties of Bangla Survey of Perceived Organizational Support (SPOS-6) Scale among Bangladeshi Workers

description: The Survey of Perceived Organizational Support Scale (POSS) was developed by Eisenberger et al. (2001). It measures how much employees believe their organization values their contributions and cares about their well-being, assessing beliefs in fairness, supervisor support, and organizational rewards.
DOI: 10.5281/zenodo.18408848
title: Adaptation and Psychometric Properties of Bangla Survey of Perceived Organizational Support (SPOS-6) Scale among Bangladeshi Workers

description: The Survey of Perceived Organizational Support Scale (POSS) was developed by Eisenberger et al. (2001). It measures how much employees believe their organization values their contributions and cares about their well-being, assessing beliefs in fairness, supervisor support, and organizational rewards.
DOI: 10.15468/dl.aw8qjz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dicyema acciaccatum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004892-260126135527185/datasets/export for details.
DOI: 10.6084/m9.figshare.31123483
title: Intercomparison of machine learning models for retrieving snow depth over Pan-Arctic sea ice (2012-2021) from multi-source remote sensing data

description: This dataset contains the daily and monthly pan-Arctic snow depths on sea ice product generated by the machine learning models described in the associated manuscript. The associated code repository includes the Python scripts for model training and validation.
DOI: 10.6084/m9.figshare.31123483.v1
title: Intercomparison of machine learning models for retrieving snow depth over Pan-Arctic sea ice (2012-2021) from multi-source remote sensing data

description: This dataset contains the daily and monthly pan-Arctic snow depths on sea ice product generated by the machine learning models described in the associated manuscript. The associated code repository includes the Python scripts for model training and validation.
DOI: 10.15468/dl.e5hrew
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dicyema acheroni",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004893-260126135527185/datasets/export for details.
DOI: 10.82294/dvnbdwlet
title: Informes territoriales 2025

description: En este apartado se presentan los informes territoriales correspondientes tanto al desarrollo curricular como a la gestión del proyecto de formación en los territorios atendidos durante el año 2025. Cada informe permite identificar los aprendizajes alcanzados en cada territorio, así como revisar los resultados obtenidos y las recomendaciones formuladas por los coordinadores responsables. Estos documentos ofrecen una visión detallada del proceso formativo, las dinámicas locales, los avances logrados y los desafíos identificados, constituyéndose en un insumo clave para la toma de decisiones, la retroalimentación del proyecto y la proyección de acciones futuras.
DOI: 10.15468/dl.zbd6b6
title: Occurrence Download

description: A dataset containing 57925617 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((146.283073 -38.97371, 146.288626 -38.972967, 146.291525 -38.972416, 146.296231 -38.971356, 149.487366 -37.775823, 149.596203 -37.725742, 149.91792 -37.568689, 149.976493 -37.505277, 149.977273 -37.503927, 149.977713 -37.503007, 149.977963 -37.502287, 150.051497 -37.262496, 150.340988 -35.524368, 150.352798 -33.918392, 149.950043 -32.689793, 149.646332 -31.965575, 149.644989 -31.964205, 149.597946 -31.920313, 149.59581 -31.919166, 149.587479 -31.91527, 149.566559 -31.907227, 149.550461 -31.901491, 149.542938 -31.900328, 149.530609 -31.899399, 149.51799 -31.898916, 149.498932 -31.901417, 147.472795 -32.187333, 140.388199 -37.534138, 140.395172 -37.548042, 140.49408 -37.729843, 140.496246 -37.732578, 140.517654 -37.759125, 140.521744 -37.763401, 140.724075 -37.959744, 140.747467 -37.976242, 141.554284 -38.346203, 141.556899 -38.347255, 141.593986 -38.360182, 141.613164 -38.365386, 143.511136 -38.858024, 146.277859 -38.973496, 146.283073 -38.97371))"
 ]
}

 The dataset includes 57925617 records from 1106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004769-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.brmh3k
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dicyema acuticephalum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004896-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hjp58n
title: Occurrence Download

description: A dataset containing 488 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((76.57969 22.23963,120.42031 22.23963,120.42031 39.76037,76.57969 39.76037,76.57969 22.23963))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phlomoides rotata"
 ]
}

 The dataset includes 488 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004894-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ztcekq
title: Occurrence Download

description: A dataset containing 170 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Megasorex gigas"
 ]
}

 The dataset includes 170 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004895-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8n49pt
title: Occurrence Download

description: A dataset containing 1724 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Specimen, Human Observation, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Adansonia gregorii"
 ]
}

 The dataset includes 1724 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004897-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tq7prk
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dicyema aegira",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 45 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004898-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18404464
title: Replication Package for the Study 'From Custom Logic to APIs: Understanding and Recommending API Replacement Refactorings'

description: The package provides datasets, tools, and scripts required to replicate the empirical analysis and the recommendation pipelines presented in our study.
DOI: 10.5281/zenodo.18408873
title: Replication Package for the Study 'From Custom Logic to APIs: Understanding and Recommending API Replacement Refactorings'

description: The package provides datasets, tools, and scripts required to replicate the empirical analysis and the recommendation pipelines presented in our study.
DOI: 10.26193/hj3kt1
title: Australian Election Study Integrated Time Series Data

description: This dataset provides the first release of the Australian Election Study Integrated Time Series Data, covering the AES surveys conducted from 1967 to 2025. A total of 436 variables collected at multiple timepoints across the 1967 -2025 period have been harmonised into a standard representation for each variable, and integrated into a single dataset. The data will continue to be updated as future releases of the AES time series are collected. The integrated data set uses vocabularies and classifications created or adopted for the Australian and New Zealand Leaders, Elections and Democracy data asset - for more information go to: https://lead.anu.edu.au
&lt;br&gt;&lt;br&gt;

&lt;b&gt;User Notice:&lt;/b&gt; To apply for the restricted geographic data, please select 'Request Access' to complete and submit details of your request to the ADA.
description: SPSS, 31.0
description: Stata, 12.0
description: SAS, 9.4
description: Australian Election Study
description: <b>Copyright:</b><br>Copyright © 2026, Australian National University. All rights reserved.<br><br>
DOI: 10.15468/dl.gp72ac
title: Occurrence Download

description: A dataset containing 1467 records in GBIF matching the query:
SELECT
 '537' 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;= 56.135291543055025
 AND decimalLatitude &lt;= 61.2993700571118
 AND decimalLongitude &gt;= -110.74594076660424
 AND decimalLongitude &lt;= -93.5416324485818
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 1467 records were derived from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004890-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.en84sm
title: Occurrence Download

description: A dataset containing 64023 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chinese Taipei",
 "OccurrenceStatus is Present",
 "TaxonKey is Nymphalidae",
 "Year 2013-2025"
 ]
}

 The dataset includes 64023 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004872-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dy73cj
title: Occurrence Download

description: A dataset containing 2030 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Photinia beauverdiana"
 ]
}

 The dataset includes 2030 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004899-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qcr56s
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dicyema akashiense",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004900-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ymvpah
title: Occurrence Download

description: A dataset containing 1924 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Photinia glabra"
 ]
}

 The dataset includes 1924 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004901-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/w4fft9
title: Replication Data for: Expression of specific var gene subtypes is differentially associated with severe malaria syndromes

description: &lt;p&gt;This is a replication dataset for the manuscript titled: "&lt;strong&gt;&lt;i&gt;Expression of specific var gene subtypes is differentially associated with severe malaria syndromes&lt;/i&gt;&lt;/strong&gt;."&lt;/p&gt;
&lt;p&gt;The data was generated to determine whether the infecting malaria parasites express distinct pfEMP1 for specific clinical malaria syndromes. The study used clinical data collected from children presenting with malaria (1994-2012), Two methods were used to generate the var gene data (RT-qPCR [gpA1, gpA2,dc8-1-4, dc9, gpB, gpC] and DBLα-tag sequencing[group A-like, cp1, cp2, and cp3]),other gene transcription (pfsir2a) of the parasites isolated from the children, plasma level of PfHRP2, antibodies to surface of trophozoite-infected erythrocytes and rosetting frequency of infecting parasites &lt;/p&gt;
DOI: 10.15468/dl.nfaft4
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Allium tchongchanense"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004903-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8a7hfr
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dicyema apalachiensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004904-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7runr3
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dicyema apollyoni",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004905-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bzp9nf
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dicyema australis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004906-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8fpky5
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dicyema awajiense",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004908-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18408855
title: Unmasking 3I/ATLAS: The Nickel Core Engine Behind the Interstellar Smoke and Mirrors - RJW

description: The interstellar object 3I/ATLAS (C/2025 N1) defies conventional cometary classification through a constellation of extreme anomalies: atomic nickel emission at rates ~4.6 g/s uniformly distributed across the coma, collimated jets spaced ~120° apart with persistent sunward and forward (anti-solar) components, strikingly uniform diffuse soft X-ray emission extending ~400,000 km isotropically around the nucleus (far beyond solar-wind charge-exchange expectations), prolonged mid-IR thermal excess (180–220 K) with pear-shaped dust/organics, phase-locked narrow-band radio features during Earth flyby, and sustained ion-tail draping without disconnection. Mass-loss estimates (1.9%–5.4% of nucleus over ~211 days) remain low despite intense activity, preserving orbital stability inconsistent with volatile-driven erosion models.

These observations collectively point to an internal energy-release process localized within a high-density, nickel-rich core or shell, driving symmetric plasma outflows, radiative glow, and uniform emission without proportional mass depletion. Nickel acts as an efficient thermal distributor, unifying the data in a manner standard CO₂/CO sublimation cannot.

Speculatively, in the author’s view, 3I/ATLAS may represent a preserved core fragment from a white dwarf star—ejected long ago and wandering the cosmos for millions to billions of years—explaining its density, composition, and non-cometary behavior. This is not an interstellar comet, but an interstellar object potentially relic of ancient stellar death. The March 2026 Jupiter encounter will provide decisive tests.

Greetings from RJW. Yup, this is my comments to you. First of all thank you for reading. Speculative yes, but when even Grok from xAI compiles my facts and evaluates my mechanism, I am approaching if not reaching a 100% validation via the facts. Speculative can change into reality when truth is found with enough elegance. I am open to questions and emails to discuss reality. Truth should always be wanted and found in physics. Again, thank you for reading. May your quest for truth be elegant. Albert would nod and light another pipe, and knod. Good night.
DOI: 10.5281/zenodo.18408856
title: Unmasking 3I/ATLAS: The Nickel Core Engine Behind the Interstellar Smoke and Mirrors - RJW

description: The interstellar object 3I/ATLAS (C/2025 N1) defies conventional cometary classification through a constellation of extreme anomalies: atomic nickel emission at rates ~4.6 g/s uniformly distributed across the coma, collimated jets spaced ~120° apart with persistent sunward and forward (anti-solar) components, strikingly uniform diffuse soft X-ray emission extending ~400,000 km isotropically around the nucleus (far beyond solar-wind charge-exchange expectations), prolonged mid-IR thermal excess (180–220 K) with pear-shaped dust/organics, phase-locked narrow-band radio features during Earth flyby, and sustained ion-tail draping without disconnection. Mass-loss estimates (1.9%–5.4% of nucleus over ~211 days) remain low despite intense activity, preserving orbital stability inconsistent with volatile-driven erosion models.

These observations collectively point to an internal energy-release process localized within a high-density, nickel-rich core or shell, driving symmetric plasma outflows, radiative glow, and uniform emission without proportional mass depletion. Nickel acts as an efficient thermal distributor, unifying the data in a manner standard CO₂/CO sublimation cannot.

Speculatively, in the author’s view, 3I/ATLAS may represent a preserved core fragment from a white dwarf star—ejected long ago and wandering the cosmos for millions to billions of years—explaining its density, composition, and non-cometary behavior. This is not an interstellar comet, but an interstellar object potentially relic of ancient stellar death. The March 2026 Jupiter encounter will provide decisive tests.

Greetings from RJW. Yup, this is my comments to you. First of all thank you for reading. Speculative yes, but when even Grok from xAI compiles my facts and evaluates my mechanism, I am approaching if not reaching a 100% validation via the facts. Speculative can change into reality when truth is found with enough elegance. I am open to questions and emails to discuss reality. Truth should always be wanted and found in physics. Again, thank you for reading. May your quest for truth be elegant. Albert would nod and light another pipe, and knod. Good night.
DOI: 10.15468/dl.vmncn6
title: Occurrence Download

description: A dataset containing 882 records in GBIF matching the query:
SELECT
 '538' 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;= 56.135291543055025
 AND decimalLatitude &lt;= 61.2993700571118
 AND decimalLongitude &gt;= -102.8355164261325
 AND decimalLongitude &lt;= -86.34612226022934
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 882 records were derived from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004902-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gwuvyn
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dicyema balanocephalum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004910-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.