cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.pbcw8v
title: Occurrence Download

description: A dataset containing 4045995 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Podilymbus podiceps (Linnaeus, 1758)"
 ]
}

 The dataset includes 4045995 records from 316 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040456-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3bq1zz
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jatropha isabellei Müll.Arg.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 30 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008801-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qxfy8t
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Decaisnina confertiflora (Merr.) Barlow"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023401-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45tw9z
title: Occurrence Download

description: A dataset containing 133761 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lacerta agilis Linnaeus, 1758"
 ]
}

 The dataset includes 133761 records from 575 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015016-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ilzlfs
title: Occurrence Download

description: A dataset containing 3294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leucosticte atrata Ridgway, 1874",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3294 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008801-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.54g3m2
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diospyros kerrii Craib"
 ]
}

 The dataset includes 35 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023457-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8xtaw3
title: Occurrence Download

description: A dataset containing 294 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Scinax funereus (Cope, 1874)"
 ]
}

 The dataset includes 294 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040421-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ouktdx
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scapania obcordata (Berggr.) S.W.Arnell",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008801-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h6qmf4
title: Occurrence Download

description: A dataset containing 545 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Heleia crassirostris (Hartert, 1897)"
 ]
}

 The dataset includes 545 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023381-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s98jqv
title: Occurrence Download

description: A dataset containing 31332 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((54 61.39572, 60 61.39572, 60 62.70324, 54 62.70324, 54 61.39572))"
 ]
}

 The dataset includes 31332 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040418-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uixxfv
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "Country is Ethiopia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "DatasetKey is Rye, Barley, Oats Genetic Resources. N.I.Vavilov Research Institute of Plant Industry, St. Petersburg"
 ]
}

 The dataset includes 92 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008801-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7gwzuj
title: Occurrence Download

description: A dataset containing 166 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Basilornis corythaix (Wagler, 1827)"
 ]
}

 The dataset includes 166 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023391-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gcmkqn
title: Occurrence Download

description: A dataset containing 1203 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((66 61.39572, 72 61.39572, 72 62.70324, 66 62.70324, 66 61.39572))"
 ]
}

 The dataset includes 1203 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040433-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a2ihlh
title: Occurrence Download

description: A dataset containing 1683340 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Molothrus ater (Boddaert, 1783)"
 ]
}

 The dataset includes 1683340 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008801-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yd5rkx
title: Occurrence Download

description: A dataset containing 6626 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Sylvietta virens Cassin, 1859"
 ]
}

 The dataset includes 6626 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023396-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k4fx4s
title: Occurrence Download

description: A dataset containing 4840 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Cistothorus apolinari Chapman, 1914"
 ]
}

 The dataset includes 4840 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050488-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.swkkge
title: Occurrence Download

description: A dataset containing 7774 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Crotalus Linnaeus, 1758",
 "Year 2000-2024"
 ]
}

 The dataset includes 7774 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039216-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s9renc
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prunus serotina var. alabamensis (C.Mohr) Little"
 ]
}

 The dataset includes 25 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008801-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.47ppka
title: Occurrence Download

description: A dataset containing 1036 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Oculocincta squamifrons (Sharpe, 1892)"
 ]
}

 The dataset includes 1036 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023397-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7kuw8
title: Occurrence Download

description: A dataset containing 44469 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carcharhinus limbatus (Müller & Henle, 1839)"
 ]
}

 The dataset includes 44469 records from 188 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039215-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.26859
title: SmartPLS Data Version Internationalization Usoh and Nurein 2025
title: SmartPLS Data Version Internationalization Usoh and Nurein 2025

description: The data was collected using structured questionnaire. The questionnaire was divided into four sections. Section A captured personal demographic data. Section B captured data on service quality dimensions. Section C captured data on good university experience, and section D captured data on student satisfaction.
description: The data was collected using structured questionnaire. The questionnaire was divided into four sections. Section A captured personal demographic data. Section B captured data on service quality dimensions. Section C captured data on good university experience, and section D captured data on student satisfaction.
DOI: 10.57760/sciencedb.26902
title: 双语者语言双任务数据
title: 双语者语言双任务数据

description: 采集的数据为双语者面对双任务时的反应时和正确率结果
description: 采集的数据为双语者面对双任务时的反应时和正确率结果
DOI: 10.15468/dl.u4acp7
title: Occurrence Download

description: A dataset containing 888 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Criniger olivaceus (Swainson, 1837)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 888 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066491-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15725271
title: Evaluation of imputation performance based on the single nucleotide polymorphism panel density and the reference population size in Korean native chicken

description: Objective: This study aimed to identify the optimal single nucleotide polymorphism (SNP) panel density for accurate imputation in the Korean native chicken (KNC) and Yeonsan Ogye (YO) populations. The primary focus was on evaluating how the reference population size and SNP density influence imputation performance and accuracy.

Methods: Data were collected from five purebred lines of KNC and the YO population, comprising a total of 256 KNC and 199 YO chickens. Imputed genotype ratio and accuracy were evaluated across various scenarios using SNP densities of 2.5K, 5K, 10K, and 50K in both populations. Additionally, for the YO dataset, reference population sizes of 50, 100, and 150 were analyzed to assess their impact on imputation outcomes.

Results: Higher SNP densities notably improved imputation performance. Specifically, when SNP panel density reached 10K or greater, the ratio of imputed SNPs exceeded 70% and the accuracy increased substantially, regardless of the reference population size. However, imputation efficiency decreased markedly when either the reference or test population size was around 50 individuals.

Conclusion: A test SNP density of at least 10K was determined to be essential for accurate genotype imputation. Additionally, imputation efficiency was observed to decline when either the reference or test population included around 50 individuals. These findings provide important data that can guide the genetic improvement of indigenous livestock populations.
DOI: 10.5281/zenodo.15725270
title: Evaluation of imputation performance based on the single nucleotide polymorphism panel density and the reference population size in Korean native chicken

description: Objective: This study aimed to identify the optimal single nucleotide polymorphism (SNP) panel density for accurate imputation in the Korean native chicken (KNC) and Yeonsan Ogye (YO) populations. The primary focus was on evaluating how the reference population size and SNP density influence imputation performance and accuracy.

Methods: Data were collected from five purebred lines of KNC and the YO population, comprising a total of 256 KNC and 199 YO chickens. Imputed genotype ratio and accuracy were evaluated across various scenarios using SNP densities of 2.5K, 5K, 10K, and 50K in both populations. Additionally, for the YO dataset, reference population sizes of 50, 100, and 150 were analyzed to assess their impact on imputation outcomes.

Results: Higher SNP densities notably improved imputation performance. Specifically, when SNP panel density reached 10K or greater, the ratio of imputed SNPs exceeded 70% and the accuracy increased substantially, regardless of the reference population size. However, imputation efficiency decreased markedly when either the reference or test population size was around 50 individuals.

Conclusion: A test SNP density of at least 10K was determined to be essential for accurate genotype imputation. Additionally, imputation efficiency was observed to decline when either the reference or test population included around 50 individuals. These findings provide important data that can guide the genetic improvement of indigenous livestock populations.
DOI: 10.71726/tlk6vs77
title: Regional Profile Little Sandy Desert LSD01

description: Statistics and maps produced by GIS Branch, Department of Parks and Wildlife (2014)
DOI: 10.15468/dl.psyd9a
title: Occurrence Download

description: A dataset containing 185654 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atheresthes stomias (Jordan & Gilbert, 1880)"
 ]
}

 The dataset includes 185654 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066487-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.20324
title: MFF-TTSM
title: MFF-TTSM

description: 提出的代码
description: 提出的代码
DOI: 10.15468/dl.2eur5y
title: Occurrence Download

description: A dataset containing 45054 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Crithagra albogularis A.Smith, 1833",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 45054 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066494-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.26201
title: Data set of the properties of Cu-based quantum dot sugar glasses
title: 铜基核壳结构量子点糖玻璃的性质数据集

description: UV-Vis absorption spectra，PL spectra, PL lifetiem and PLQYs of colloidal Cu-based quantum dots were collected using spectrometer on QD dispersion. The morphologies, crystalline phase and chemical composition of Cu-based QDs were confirmed by transmisison electron microscopy and XRD analyser. Optical properties of QDs after phase transfer were investigated using spectrometer as well. The optical properties of the obtained QD sugar glasses were checked using spectrometer on solid samples, the PLQY of the sample was determined using an integrating sphere.
description: UV-Vis absorption spectra，PL spectra, PL lifetiem and PLQYs of colloidal Cu-based quantum dots were collected using spectrometer on QD dispersion. The morphologies, crystalline phase and chemical composition of Cu-based QDs were confirmed by transmisison electron microscopy and XRD analyser. Optical properties of QDs after phase transfer were investigated using spectrometer as well. The optical properties of the obtained QD sugar glasses were checked using spectrometer on solid samples, the PLQY of the sample was determined using an integrating sphere.
DOI: 10.71726/u24132x5
title: Regional Profile Jarrah Forest JAF02

description: Statistics and maps produced by GIS Branch, Department of Parks and Wildlife (2014)
DOI: 10.15468/dl.feb4xk
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ECU.9.2.2_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Chelonoidis niger (Quoy & Gaimard, 1824)"
 ]
}

 The dataset includes 23 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066495-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.26140
title: Reliability Design for Products Sold with Two-dimensional Warranty Considering Customer Satisfaction
title: Reliability Design for Products Sold with Two-dimensional Warranty Considering Customer Satisfaction

description: Manufacturers have established two-dimensional warranty policies in the automotive domain. Based on this, numerical calculations are performed to verify the consistency and robustness of the proposed model. Based on assuring a specified level of customer satisfaction, the purpose of optimizing the total costs, which are composed of R&D costs and expected warranty costs, is achieved through the design of the product reliability parameters.
description: Manufacturers have established two-dimensional warranty policies in the automotive domain. Based on this, numerical calculations are performed to verify the consistency and robustness of the proposed model. Based on assuring a specified level of customer satisfaction, the purpose of optimizing the total costs, which are composed of R&D costs and expected warranty costs, is achieved through the design of the product reliability parameters.
DOI: 10.57760/sciencedb.26871
title: Post-Earthquake Damaged Buildings Dataset of Shigatse, Tibet (January 2025)
title: 2025年1月西藏日喀则地震灾后建筑物损毁遥感数据集

description: 该数据集是为 2025 年 1 月中国西藏日喀则地震后震后受损建筑物的提取而构建的。它覆盖了震中 20 公里以内的区域，并利用了 2025 年 1 月 16 日获取的高分七号拍摄的灾后卫星图像，空间分辨率为 0.85 米。数据生成过程涉及专家注释的 shapefile，以在原始影像上标记受损的建筑物。然后将这些图像裁剪为 1024 × 1024 像素的块，并根据 shapefile 边界生成相应的二进制掩码图像以进行语义分割。总共生成了 5,610 个图像蒙版对，图像以 JPG 格式存储，蒙版以 PNG 格式存储，使用一致的文件名进行一对一匹配。为了提高训练的稳健性和泛化性，该数据集包括旋转、翻转、亮度和对比度调整，作为数据增强的一部分。此外，该数据集还包含 shapefile 格式的地震前建筑物覆盖区，从而支持变化检测和损失评估研究。所有文件都根据数据类型组织到子文件夹中，包括 Raw 图像、增强图像、蒙版和 shapefile。可以使用标准 GIS 工具（如 QGIS、ArcGIS 或 GDAL）打开 shapefile。在此版本中未找到缺失的条目。任何未来的更新（例如其他时间相位图像或注释）都将相应地记录下来。
description: 该数据集是为 2025 年 1 月中国西藏日喀则地震后震后受损建筑物的提取而构建的。它覆盖了震中 20 公里以内的区域，并利用了 2025 年 1 月 16 日获取的高分七号拍摄的灾后卫星图像，空间分辨率为 0.85 米。数据生成过程涉及专家注释的 shapefile，以在原始影像上标记受损的建筑物。然后将这些图像裁剪为 1024 × 1024 像素的块，并根据 shapefile 边界生成相应的二进制掩码图像以进行语义分割。总共生成了 5,610 个图像蒙版对，图像以 JPG 格式存储，蒙版以 PNG 格式存储，使用一致的文件名进行一对一匹配。为了提高训练的稳健性和泛化性，该数据集包括旋转、翻转、亮度和对比度调整，作为数据增强的一部分。此外，该数据集还包含 shapefile 格式的地震前建筑物覆盖区，从而支持变化检测和损失评估研究。所有文件都根据数据类型组织到子文件夹中，包括 Raw 图像、增强图像、蒙版和 shapefile。可以使用标准 GIS 工具（如 QGIS、ArcGIS 或 GDAL）打开 shapefile。在此版本中未找到缺失的条目。任何未来的更新（例如其他时间相位图像或注释）都将相应地记录下来。
DOI: 10.57760/sciencedb.26870
title: verlamelin A files
title: verlamelin A files

description: A data collection for verlamelin A
description: A data collection for verlamelin A
DOI: 10.15468/dl.yqt8mx
title: Occurrence Download

description: A dataset containing 453138 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "not" : {
 "PublishingCountry" : [
 "is Norway"
 ]
 }
 },
 "Country is Svalbard and Jan Mayen",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is null",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
 },
 {
 "not" : {
 "DatasetKey" : [
 "is EBCC Atlas of European Breeding Birds"
 ]
 }
 },
 {
 "not" : {
 "DatasetKey" : [
 "is (Table 3) Relative abundance of Azolla spp., peridinoid dinocysts, gonyaulacoid dinocysts, non-saccate pollen, bisaccate pollen and spores from the Lomonosov Ridge during different Arctic coring expeditions"
 ]
 }
 }
 ]
}

 The dataset includes 453138 records from 743 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066454-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.