cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.9qnkez
title: Occurrence Download

description: A dataset containing 437 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pucciniosira",
 "HasCoordinate is true"
 ]
}

 The dataset includes 437 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037645-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17622976
title: GSTA output of Gplot
DOI: 10.5281/zenodo.17622977
title: GSTA output of Gplot
DOI: 10.15468/dl.jvanan
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gambleola",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037646-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17386490
title: Supplementary Data for: Generative AI in Early-Stage Startup Mentoring: A Comprehensive Scoping Review
DOI: 10.15468/dl.chegwz
title: Occurrence Download

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

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037648-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.66e2at
title: Occurrence Download

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

 The dataset includes 111 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037650-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.svfgmw
title: Occurrence Download

description: A dataset containing 3844 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((131.59419 22.05786,164.50699 40.68953,116.93476 62.72598,87.61589 36.52815,96.76419 11.52048,131.59419 22.05786))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sanicula chinensis"
 ]
}

 The dataset includes 3844 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037651-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.37k28q
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cionothrix",
 "HasCoordinate is true"
 ]
}

 The dataset includes 109 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037652-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dsenzm
title: Occurrence Download

description: A dataset containing 4958147 records in GBIF matching the query:
SELECT "year", gbif_eeargCode(10000, decimalLatitude, decimalLongitude, COALESCE(coordinateUncertaintyInMeters, 10000)) AS eeaCellCode, speciesKey, COUNT(*) AS recordCount, SUM(CASE WHEN sex.concept = 'FEMALE' THEN 1 ELSE 0 END) AS female_count, SUM(CASE WHEN sex.concept = 'MALE' THEN 1 ELSE 0 END) AS male_count, SUM(CASE WHEN sex.concept = 'HERMAPHRODITE' THEN 1 ELSE 0 END) AS hermaphrodite_count, MIN(COALESCE(coordinateUncertaintyInMeters, 10000)) AS minCoordinateUncertaintyInMeters FROM occurrence WHERE occurrenceStatus = 'PRESENT' AND familyKey = 2986 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 (identificationVerificationStatus IS NULL OR NOT ( LOWER(identificationVerificationStatus) LIKE '%unverified%' OR LOWER(identificationVerificationStatus) LIKE '%unvalidated%' OR LOWER(identificationVerificationStatus) LIKE '%not able to validate%' OR LOWER(identificationVerificationStatus) LIKE '%control could not be conclusive due to insufficient knowledge%' OR LOWER(identificationVerificationStatus) LIKE '%unconfirmed%' OR LOWER(identificationVerificationStatus) LIKE '%unconfirmed - not reviewed%' OR LOWER(identificationVerificationStatus) LIKE '%validation requested%' ) ) AND "year" &gt;= 1900 AND continent = 'EUROPE' AND hasCoordinate GROUP BY "year", eeaCellCode, speciesKey ORDER BY "year" DESC, eeaCellCode ASC, speciesKey ASC

 The dataset's 4958147 records were derived from 5156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037643-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v9gnpp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Moenkhausia takasei)",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033806-250811113504898/datasets/export for details.
DOI: 10.15468/dl.68nn7r
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crinum asiaticum",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033807-250811113504898/datasets/export for details.
DOI: 10.15468/dl.vcmqvu
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crinum asiaticum",
 "Country is Fiji",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033809-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.275fba
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crinum asiaticum",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033808-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2bg2bh
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Noturus munitus)",
 "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 137 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033810-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r3tg9h
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crinum asiaticum",
 "Country is Marshall Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033812-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ztk8k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crinum asiaticum",
 "Country is Kiribati",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033811-250811113504898/datasets/export for details.
DOI: 10.15468/dl.fm9vrx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crinum asiaticum",
 "Country is Nauru",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033813-250811113504898/datasets/export for details.
DOI: 10.15468/dl.2j4ym7
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crinum asiaticum",
 "Country is Palau",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033815-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v5mr5q
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crinum asiaticum",
 "Country is Seychelles",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033817-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uwq8rb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crinum asiaticum",
 "Country is Niue",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033814-250811113504898/datasets/export for details.
DOI: 10.15468/dl.pbwvby
title: Occurrence Download

description: A dataset containing 15804 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.56479 6.27281,-75.56547 6.26919,-75.56471 6.26895,-75.56363 6.26843,-75.56311 6.26844,-75.56189 6.26807,-75.56196 6.27083,-75.56241 6.27244,-75.56479 6.27281))",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 15804 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033818-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16930436
title: High-resolution gridded dataset of sectoral water pollution discharges in China from 2007 to 2022

description: High-resolution datasets of anthropogenic water pollution discharges are essential for characterizing pollution dynamics and informing targeted water quality management in rapidly developing regions. In China, however, available pollution source data are largely restricted to provincial scales and decadal timeframes from national censuses, limiting their utility for spatiotemporal analyses and policy evaluation. Here, we present the High-resolution Sectoral Water Pollution Discharge Dataset for mainland China, spanning 2007–2022 at annual temporal resolution and 30 arc-second (~1 km) spatial resolution. The dataset quantifies discharges of chemical oxygen demand (COD) and ammonium nitrogen (NH3-N) from five key sectors: urban residential, rural residential, industrial, crop farming, and livestock farming. The dataset is derived by integrating national pollution source statistics with multi-source geospatial data—including land-use maps, nighttime lights, livestock mapping, population distributions, and geocoded industrial enterprises—through a top-down downscaling framework that allocates provincial discharges to grid cells. Validation against city-level census data demonstrates strong agreement, while the resulting spatial and temporal patterns are consistent with observed water quality improvements and documented emission trends. This dataset provides a robust data resource for water quality modeling, pollution source attribution, and environmental policy assessment, enabling new insights into human–environment interactions across China’s river basins.
DOI: 10.15468/dl.ed7xvr
title: Occurrence Download

description: A dataset containing 28958 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Colwelliaceae"
 ]
}

 The dataset includes 28958 records from 646 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033816-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pa2r3q
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crinum asiaticum",
 "Country is Tonga",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033819-250811113504898/datasets/export for details.
DOI: 10.15468/dl.qsgfxx
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crinum asiaticum",
 "Country is Tuvalu",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033820-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ufed78
title: Occurrence Download

description: A dataset containing 391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crinum asiaticum",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 391 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033821-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3zb3np
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crinum powellii",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033822-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16930415
title: Detecting Data Leakage in Large Language Models: A Computational Linguistic Framework for Domain Anchorage

description:  



 







This dataset accompanies our study on domain anchorage in LLMs and consists of 10 CSV files (X1–X5 × Primed/Unprimed; condition indicated by filename), each with 1,000 rows. Every row represents one side of an A/B pair (identified by a lexicon flag) and contains: prompt, a five‑token lowercase response, and similarity fields lexical_jaccard_prompt, semantic_cosine_prompt, composite_prompt (targeted to 0.417), plus response_similarity for anchorage analysis. Prompts are interrogative and A/B are constructed with an identical syntactic skeleton (content substitutions only); responses are exactly five word tokens (regex \b\w+\b), with a global token budget of 101,360 (prompts 51,360; responses 50,000). These choices provide a transparent, computationally sound basis for measuring lexical, semantic, syntactic, and positional relationships while isolating priming effects (PRIMED vs UNPRIMED). Important replication note: although methods and constraints are fully specified, exact regeneration via the OpenAI API may be impossible even when using the same model name/version and parameters, because OpenAI periodically updates model snapshots and serving infrastructure. Consequently, replicators should aim to reproduce the methodology and distributional properties (A/B skeleton, five‑token responses, composite prompt similarity ≈0.417, and the specified primed/unprimed response‑similarity targets) rather than bit‑identical strings. To enable comparability, researchers must structure their own prompts using our provided template and maintain the A/B skeleton constraint; divergence from the template or model drift may yield different strings or scores without implying methodological error.
DOI: 10.5281/zenodo.16930416
title: Detecting Data Leakage in Large Language Models: A Computational Linguistic Framework for Domain Anchorage

description:  



 







This dataset accompanies our study on domain anchorage in LLMs and consists of 10 CSV files (X1–X5 × Primed/Unprimed; condition indicated by filename), each with 1,000 rows. Every row represents one side of an A/B pair (identified by a lexicon flag) and contains: prompt, a five‑token lowercase response, and similarity fields lexical_jaccard_prompt, semantic_cosine_prompt, composite_prompt (targeted to 0.417), plus response_similarity for anchorage analysis. Prompts are interrogative and A/B are constructed with an identical syntactic skeleton (content substitutions only); responses are exactly five word tokens (regex \b\w+\b), with a global token budget of 101,360 (prompts 51,360; responses 50,000). These choices provide a transparent, computationally sound basis for measuring lexical, semantic, syntactic, and positional relationships while isolating priming effects (PRIMED vs UNPRIMED). Important replication note: although methods and constraints are fully specified, exact regeneration via the OpenAI API may be impossible even when using the same model name/version and parameters, because OpenAI periodically updates model snapshots and serving infrastructure. Consequently, replicators should aim to reproduce the methodology and distributional properties (A/B skeleton, five‑token responses, composite prompt similarity ≈0.417, and the specified primed/unprimed response‑similarity targets) rather than bit‑identical strings. To enable comparability, researchers must structure their own prompts using our provided template and maintain the A/B skeleton constraint; divergence from the template or model drift may yield different strings or scores without implying methodological error.
DOI: 10.15468/dl.h2pwze
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leucojum aestivum",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033824-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zzsu5t
title: Occurrence Download

description: A dataset containing 389 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leucojum aestivum",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 389 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033825-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z2qtg2
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leucojum aestivum",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 112 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033826-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hu4enx
title: Occurrence Download

description: A dataset containing 14149 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leonotis nepetifolia"
 ]
}

 The dataset includes 14149 records from 448 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033827-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ns7b95
title: Occurrence Download

description: A dataset containing 30655708 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 2000-2024"
 ]
}

 The dataset includes 30655708 records from 1486 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033805-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.raj7eh
title: Occurrence Download

description: A dataset containing 901 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Milvago chimango (Vieillot, 1816)",
 "Country is Chile",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 901 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031260-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8hmg6s
title: Occurrence Download

description: A dataset containing 1644038 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2023",
 "Country is Brazil"
 ]
}

 The dataset includes 1644038 records from 640 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031247-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7939/r34m91943
title: Companies 2011

description: This item consists of two files: the dataset and the dataset list (a key to the fields in the dataset file).
DOI: 10.15468/dl.sjczvq
title: Occurrence Download

description: A dataset containing 3196 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 Didymochlaena Desv."
 ]
}

 The dataset includes 3196 records from 189 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031262-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.