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

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AEK7814"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000388-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8f27be
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polygonum aviculare",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 32 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000389-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rustw2
title: Occurrence Download

description: A dataset containing 367 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tripleurospermum subpolare",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 367 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000390-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kpz6u7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron bonariensis",
 "Country is Marshall Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000392-250802193616735/datasets/export for details.
DOI: 10.15468/dl.9v8w7g
title: Occurrence Download

description: A dataset containing 837 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.taxonkey IN ('2928751', '5354656', '4109540', '3129000') OR occurrence.acceptedtaxonkey IN ('2928751', '5354656', '4109540', '3129000') OR occurrence.kingdomkey IN ('2928751', '5354656', '4109540', '3129000') OR occurrence.phylumkey IN ('2928751', '5354656', '4109540', '3129000') OR occurrence.classkey IN ('2928751', '5354656', '4109540', '3129000') OR occurrence.orderkey IN ('2928751', '5354656', '4109540', '3129000') OR occurrence.familykey IN ('2928751', '5354656', '4109540', '3129000') OR occurrence.genuskey IN ('2928751', '5354656', '4109540', '3129000') OR occurrence.specieskey IN ('2928751', '5354656', '4109540', '3129000'))
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 837 records were derived from 2999 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000367-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.smx5mn
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Papaver lasiothrix",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022601-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34616/rgo9uu
title: An interaction between SLC35A1 and ST3Gal4 is differentially affected by CDG-causing mutations in the SLC35A1 gene - research data

description: The upload contains research data files used for the article "An interaction between SLC35A1 and ST3Gal4 is differentially affected by CDG-causing mutations in the SLC35A1 gene ". The uploaded data are related to Figure 2.
DOI: 10.5281/zenodo.17020557
title: Heat Stress Projections for Southeast Asia

description: This is a sample of the Universal Thermal Climate Index (UTCI) and Wet Bulb Globe Temperature (WBGT) projections developed for Southeast Asia with the REgional Model (REMO) regional climate model (RCM). The files uploaded here are for RCP8.5, from one of the driving GCMs of the REMO RCM - MPI-M-MPI-ESM-LR - for the years 2032-2036. The full UTCI and WBGT projections for RCP2.6 and RCP8.5 up to year 2100, for all driving GCMs, will be available upon request from emsonali@gmail.com.
DOI: 10.5281/zenodo.17020558
title: Heat Stress Projections for Southeast Asia

description: This is a sample of the Universal Thermal Climate Index (UTCI) and Wet Bulb Globe Temperature (WBGT) projections developed for Southeast Asia with the REgional Model (REMO) regional climate model (RCM). The files uploaded here are for RCP8.5, from one of the driving GCMs of the REMO RCM - MPI-M-MPI-ESM-LR - for the years 2032-2036. The full UTCI and WBGT projections for RCP2.6 and RCP8.5 up to year 2100, for all driving GCMs, will be available upon request from emsonali@gmail.com.
DOI: 10.15468/dl.mtxcxz
title: Occurrence Download

description: A dataset containing 4938 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thelypteris acuminata"
 ]
}

 The dataset includes 4938 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022602-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17355934
title: Data with Codes for Semantic Segmentation of Buddha Facial Point Clouds through Knowledge-Guided Region Growing

description: Data with Codes for Semantic Segmentation of Buddha Facial Point Clouds through Knowledge-Guided Region Growing
DOI: 10.5281/zenodo.17355935
title: Data with Codes for Semantic Segmentation of Buddha Facial Point Clouds through Knowledge-Guided Region Growing

description: Data with Codes for Semantic Segmentation of Buddha Facial Point Clouds through Knowledge-Guided Region Growing
DOI: 10.24435/materialscloud:j7-49
title: Creep dataset from peer-reviewed literature of nuclear structural materials

description: The dataset provides records of creep properties for structural materials used in nuclear applications, focusing on the influence of specimen dimensions on time-dependent deformation behavior. It was developed through an extensive literature search of peer-reviewed articles, technical reports, and institutional databases, including contributions from 50 publications and databases. The search targeted studies presenting quantitative creep data for both standard and sub-sized specimens, with detailed information on testing conditions, specimen geometries, and material compositions. The compiled database contains 1,413 creep testing records covering parameters that include alloy type and grade, chemical composition, thermal and mechanical treatment history, irradiation conditions, specimen geometry and dimensions, and measured creep properties. The dataset encompasses material classes such as stainless steels (A709, SS304, SS316), reactor pressure vessel steels (SA533, SA508), nickel-based alloys (IN600, IN617), and zirconium alloys (Zr-2, Zr-3, Zr-4). Experts in materials science reviewed and validated all records, verifying material specifications, treatment conditions, and testing parameters for consistency and accuracy.
DOI: 10.15468/dl.99sg83
title: Occurrence Download

description: A dataset containing 68823 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Africa, Asia)",
 "Country is Egypt",
 "DatasetKey is one of (Diveboard - Scuba diving citizen science observations, Programme BioObs: observations naturalistes en milieux aquatiques-Observations de BioObs., iNaturalist Research-grade Observations)",
 "Geometry POLYGON((41.55756 12.25008,45.97277 14.31257,36.08271 30.86643,30.07803 30.10548,36.78914 17.70716,41.55756 12.25008))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2000-2025"
 ]
}

 The dataset includes 68823 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022576-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68c6r8
title: Occurrence Download

description: A dataset containing 190 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aconitum stoerkianum",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 190 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022605-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xmbppz
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-103.08608 20.04752,-102.70204 19.89227,-102.81644 19.71251,-102.59582 19.50007,-102.53863 19.32848,-102.80009 19.23043,-103.11059 18.94445,-103.45377 19.00982,-103.74792 18.69932,-103.51096 18.31529,-102.18728 17.92309,-100.90445 18.47054,-100.15272 19.75337,-100.41419 19.97398,-101.42738 20.34167,-101.983 20.38253,-103.08608 20.04752))",
 "TaxonKey is Megasorex gigas"
 ]
}

 The dataset includes 21 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022606-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.573z2d
title: Occurrence Download

description: A dataset containing 4855 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Woodsia scopulina"
 ]
}

 The dataset includes 4855 records from 166 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022603-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kj8p4y
title: Occurrence Download

description: A dataset containing 56 records in GBIF matching the query:
SELECT "year", COUNT(*) as RecordsCount 
 FROM occurrence
 WHERE "year" &gt;= 1970 
 AND level0gid = 'MWI'
 AND countrycode = 'MW'
 AND (kingdom = 'Plantae' OR kingdom = 'Animalia') 
 AND (basisOfRecord = 'OBSERVATION' OR basisOfRecord = 'LIVING_SPECIMEN' OR basisOfRecord = 'MATERIAL_SAMPLE' OR basisOfRecord = 'HUMAN_OBSERVATION' OR basisOfRecord = 'MACHINE_OBSERVATION' OR basisOfRecord = 'OCCURRENCE')
 AND occurrenceStatus = 'PRESENT' 
 AND decimalLongitude IS NOT NULL 
 AND decimalLatitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID') 
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE') 
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE') 
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH') 
 GROUP BY "year"
 ORDER BY "year"

 The dataset's 56 records were derived from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022577-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17356017
title: Ipseity Daily Data

description: At what rate do individuals say they are X?

Begining on 2025-07-08, I surveyed a small random sample of American adults on a daily cadence.  They responded to many items of the form: Does <signifier> describe you today?

The file ipseity-daily-aggregated.csv in this repository contains the aggregated results through 2025-07-28.  The columns are as follows:



signifier - a word, phrase or emoji

yes_count - the number of respondents who answered yes (aggregated all-time).

no_count - the number of respondents who answered no (aggregated all-time).

prevalence_per_10k - an estimate of the prevalence per 10,000.  If we were to survey 10,000 American adults, how many would we expect to respond yes to this signifier?  The number is calculated as yes_count / (yes_count + no_count) * 10,000.

earliest_obs_date - this date represents the first time this particular signifier was ever displayed to a respondent.  Signifiers are chosen with stochasticity from a long list; new signifiers are sometimes added, old signifiers are sometimes deleted, and a signifier may be moved higher or lower in priority for sampling.

latest_obs_date - the date closest to the present date on which signifier was most recently presented to a respondent.


Version created on 2025-10-15 — cumulative data.
DOI: 10.15468/dl.4rhvmw
title: Occurrence Download

description: A dataset containing 37862 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Woodsia ilvensis"
 ]
}

 The dataset includes 37862 records from 402 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022607-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48612/msupe/gbnx-rntb-v5rx
title: Дезадаптивная подчиняемость личности в виртуальной среде и ее связь с индивидными и личностными свойствами

description: Исследование проведено с целью выявления связей между дезадаптивной подчиняемостью личности в виртуальной среде, индивидными и личностными свойствами у молодежи.
В нем принимали участие 646 человек в возрасте от 14 до 40 лет,студенты и ординаторы вузов, а также учащиеся колледжей Москвы, Саратова, Ростова-на-Дону, Санкт-Петербурга, Воронежа, средний возраст составляет 22,4 ± 5 лет. Среди респондентов 536 женщин (83%) и 110 мужчин (17%).
Психодиагностический инструментарий состоял из опросника «Уровень и виды дезадаптивной подчиняемости личности в виртуальной среде», Т.В. Белых, Е.Б. Князев, А.А. Шаров, В.В. Белых; опросника доверия молодежи к виртуальной среде Т.В. Белых, Е.Б. Князев, А.А. Шаров, В.В. Белых; теста на определение степени внушаемости Е. Мерзлякова; опросника «Исследование психологической структуры темперамента» Б.Н. Смирнова; опросника для исследования уровня импульсивности В.А. Лосенкова; опросника «Индекс виртуализации личности интернет-пользователя социальных сервисов» Э.О. Расиной; Опросника диагностики иррациональных установок А. Эллиса; опросника «Диагностика субъектности» Е.Н. Волковой.
Статистический анализ данных выполнен при помощи языка программирования R (ver. 4.3.3), в RStudio IDE (2025.05.0+496).
Применялся критерий Шапиро-Уилка с целью проверки нормальности распределений. Проверка равенства внутригрупповых дисперсий выполнена средствами пакета «vegan» (функции «permutest», «betadisper», «vegdist») для фактора пола. Проверка значимости различий между группами по фактору пола проводилась по методу MRPP (Multi-Response Permutation Procedure). Осуществлены многофакторные одномерный и многомерный PERMANOVA-анализы. Применялись точечно-бисериальная корреляция (пакет «correlation»), ранговая корреляция по Спирмену и тест Вилкоксона-Манна-Уитни, для независимых выборок (с коррекцией p-value по методу Холма-Бонферрони), а также непараметрическое многомерное шкалирование или NMDS-анализ (Non-Metric Multidimensional Scaling) проведен для визуализации результатов многомерного PERMANOVA-анализа.
DOI: 10.15468/dl.3wks3b
title: Occurrence Download

description: A dataset containing 97959 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Africa, Asia)",
 "Country is one of (Egypt, Saudi Arabia, Sudan, Eritrea, Ethiopia, Jordan, Yemen, Israel)",
 "DatasetKey is one of (Diveboard - Scuba diving citizen science observations, Programme BioObs: observations naturalistes en milieux aquatiques-Observations de BioObs., iNaturalist Research-grade Observations)",
 "Geometry POLYGON((41.55756 12.25008,45.97277 14.31257,36.08271 30.86643,30.07803 30.10548,36.78914 17.70716,41.55756 12.25008))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2000-2025"
 ]
}

 The dataset includes 97959 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022586-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4kt6kg
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Actaea racemosa",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 75 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022608-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m4r36k
title: Occurrence Download

description: A dataset containing 9395 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Geometry POLYGON((67.88265 34.7632,68.63331 -18.53353,175.37691 -14.02958,141.89754 62.98795,67.88265 34.7632))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cocculus orbiculatus"
 ]
}

 The dataset includes 9395 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022611-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8g562n
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022612-251009101135966/datasets/export for details.
DOI: 10.5281/zenodo.17304760
title: FRAM CTA-N real-time VAOD values 2021-2024

description: This dataset contains all the relevant information generated by the real-time processing pipeline installed at the CTA-N FRAM at ORM, La Palma, Canary islands during the period 03/2021-03/2024. The data is presented in the original form, with all generated entries. Additional information is included so that all users can filter the data as needed, however care has been taken so that the plots included in Universe 2024, 10(9), 349 can be easily reproduced using the dataset. Raw source images (FITS format) can in principle be downloaded at https://pc048b.fzu.cz/archive - however this is currently slightly cumbersome and this will be superseeded with a proper data repository in 2026.
DOI: 10.5281/zenodo.17304761
title: FRAM CTA-N real-time VAOD values 2021-2024

description: This dataset contains all the relevant information generated by the real-time processing pipeline installed at the CTA-N FRAM at ORM, La Palma, Canary islands during the period 03/2021-03/2024. The data is presented in the original form, with all generated entries. Additional information is included so that all users can filter the data as needed, however care has been taken so that the plots included in Universe 2024, 10(9), 349 can be easily reproduced using the dataset. Raw source images (FITS format) can in principle be downloaded at https://pc048b.fzu.cz/archive - however this is currently slightly cumbersome and this will be superseeded with a proper data repository in 2026.
DOI: 10.15468/dl.2t349d
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anemone hupehensis",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 43 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022615-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17355977
title: An Optimized YOLOv8n Based Model for Real Time Defect Detection in Taro Strip Production

description: Taro production is predominantly manual, creating a need for automated defect detection in processing lines to improve efficiency and product quality. Traditional computer vision methods lack accuracy under practical industrial production conditions, while deep learning approaches, though robust, are often computationally expensive. This study presents a modified YOLOv8n model designed for automated defect detection of taro strips in industrial production environments where real-time processing and high accuracy are critical. The proposed model integrates several architectural innovations: a Bi-directional Feature Pyramid Network (BiFPN) to facilitate improved multi-scale feature fusion, the VoV-GSCSP module to replace the conventional C2f block and reduce computational complexity, and a shared parameter detection head to further lighten the model. In addition, an embedded Wise Intersection over Union (WIoU) loss function is used to accelerate convergence and improve prediction accuracy by optimizing bounding box alignment with ground truth data. Multiple data augmentation strategies, such as noise, motion, lighting, and background, are used in training to mitigate the risk of overfitting and enhance model scalability. Both offline and online experimental results demonstrate that the optimized model achieves an average mean detection accuracy (mAP50) of over 99%, with a precision and recall of over 0.99, and 3.23 G FLOPs. These results are significantly better than those of the original YOLOv8n, which achieved an mAP50 of 94.63%, a precision of 0.955, and a recall of 0.934. When deployed on a Raspberry Pi 5, the modified model demonstrates good robustness and generalization by accurately detecting defects in previously unseen taro-strip data. These results clearly show the advantages of the proposed method in terms of accuracy and computational efficiency, making it ideal for real-time taro-strip defect detection.