cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3dnkkj
title: Occurrence Download

description: A dataset containing 2220 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nemipterus nematopus"
 ]
}

 The dataset includes 2220 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034943-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zk8r8c
title: Occurrence Download

description: A dataset listing the 14528 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset's 14528 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034941-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29817644.v2
title: 2010—2050年中国上海100 m网格人口数据集，采用Spatial-Leslie模型

description: 上海的100 m网格人口数据集由空间-莱斯利模型生成了2010—2050年中国 对于 65 岁及以上的个体，相对均方根误差 （%RMSE） 为 0.31%。 在对 2015-2050 年期间预计人口分布的验证中-，该数据集在所有年龄组的相关系数超过 0.73，其中 15-64 岁年龄组的预测准确率最高-（R<sup>2</sup> = 0.83）。
DOI: 10.15468/dl.wkee6h
title: Occurrence Download

description: A dataset containing 90911 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-5.24915 57.2853,-4.71388 57.2853,-4.71388 57.70266,-5.24915 57.70266,-5.24915 57.2853))",
 "HasGeospatialIssue is false",
 "Year 1983-2025"
 ]
}

 The dataset includes 90911 records from 158 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034915-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8j8k2g
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADP4148"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034944-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4cj8ya
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADP2492"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034945-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29815100.v2
title: ImageNet SUA

description: ImageNet
DOI: 10.25345/c58912403
title: MassIVE MSV000098773 - Metabolomics data_Fumarate Hydratase deficiency triggers disulfidptosis under glucose deprivation
title: These data are the metabolomics raw data of manuscript "Fumarate Hydratase deficiency triggers disulfidptosis under glucose deprivation".
DOI: 10.6084/m9.figshare.29291063
title: test1

description: just for test
DOI: 10.6084/m9.figshare.29291063.v3
title: test1

description: just for test
DOI: 10.6084/m9.figshare.29291063.v2
title: HiC map

description: HiC contact map of all phased genome
DOI: 10.15468/dl.s5d6hm
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAC8920"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034946-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29290682
title: test2

description: just for test
DOI: 10.6084/m9.figshare.29290682.v3
title: test2

description: just for test
DOI: 10.6084/m9.figshare.29290682.v2
title: Variant PCA

description: PCA of SNP and SV
DOI: 10.6084/m9.figshare.29877197.v1
title: Effect of Fuel Subsidy Removal on Standard of Living in Nigeria: A Case Study of Cross River State, Nigeria

description: In situations of difficulty and hardship occasion by the removal of fuel subsidy in Nigeria, this study attempt to investigate the effect of fuel subsidy removal on the standard of living in Nigeria, with a specific focus on Cross River State. Using a questionnaire-based survey, the research examines the impact of subsidy removal on household budgets and expenditure patterns, the post-subsidy dynamics of consumer prices for essential commodities, and the accessibility of critical services such as healthcare and education. The findings reveal significant shifts in household financial management, increased consumer prices, and challenges in accessing essential services, underscoring the multifaceted implications of subsidy removal. The study provides recommendations for policymakers to address the adverse effects while leveraging potential benefits to improve the overall standard of living in Cross River State.
DOI: 10.6084/m9.figshare.29877197
title: Effect of Fuel Subsidy Removal on Standard of Living in Nigeria: A Case Study of Cross River State, Nigeria

description: In situations of difficulty and hardship occasion by the removal of fuel subsidy in Nigeria, this study attempt to investigate the effect of fuel subsidy removal on the standard of living in Nigeria, with a specific focus on Cross River State. Using a questionnaire-based survey, the research examines the impact of subsidy removal on household budgets and expenditure patterns, the post-subsidy dynamics of consumer prices for essential commodities, and the accessibility of critical services such as healthcare and education. The findings reveal significant shifts in household financial management, increased consumer prices, and challenges in accessing essential services, underscoring the multifaceted implications of subsidy removal. The study provides recommendations for policymakers to address the adverse effects while leveraging potential benefits to improve the overall standard of living in Cross River State.
DOI: 10.6084/m9.figshare.29290424
title: test3

description: just for test
DOI: 10.6084/m9.figshare.29290424.v3
title: test3

description: just for test
DOI: 10.6084/m9.figshare.29290424.v2
title: Haplotype Sharing

description: Haplotype Sharing of cassava genome
DOI: 10.15468/dl.j5um8k
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034947-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wsxvg9
title: Occurrence Download

description: A dataset containing 520 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acacia aulacocarpa, Acacia auriculiformis, Acacia celsa, Acacia cincinnata, Acacia crassicarpa, Acacia flavescens)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "Country is Australia",
 "Geometry POLYGON((144.7 -19.5,146.64 -19.5,146.64 -15.49,144.7 -15.49,144.7 -19.5))",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "CoordinateUncertaintyInMeters is not null",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 520 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034948-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dzsdqq
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034950-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12726085
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.16789323
title: The Chapman-Shaoxing ECG Dataset

description: A large scale 12-lead electrocardiogram database for arrhythmia study.

https://physionet.org/content/ecg-arrhythmia/1.0.0/
DOI: 10.5281/zenodo.16789324
title: The Chapman-Shaoxing ECG Dataset

description: A large scale 12-lead electrocardiogram database for arrhythmia study.

https://physionet.org/content/ecg-arrhythmia/1.0.0/
DOI: 10.15468/dl.9vdnsx
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034951-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ycsw9f
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Benin",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Vigna comosa, Vigna comosa abercornensis, Vigna comosa comosa)",
 "Year 2000-2025"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034953-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j74kbs
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neobythites longipes"
 ]
}

 The dataset includes 101 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034954-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qpdmgw
title: Occurrence Download

description: A dataset containing 62395 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Allium schoenoprasum"
 ]
}

 The dataset includes 62395 records from 740 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034931-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pc7pgy
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAE5374"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034957-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tusym4
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Clematis pimpinellifolia"
 ]
}

 The dataset includes 21 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034956-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zg4pt2
title: Occurrence Download

description: A dataset containing 1153189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "PublishingCountry is Indonesia"
 ]
}

 The dataset includes 1153189 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034949-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c25765
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAE5375"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034959-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s4hthg
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neobythites unimaculatus"
 ]
}

 The dataset includes 153 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034960-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fnc5xm
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neobythites nigromaculatus"
 ]
}

 The dataset includes 9 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034961-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48623/aperta.286155
title: Research Design Data Set Of A Co-Creation Workshop With Children

description: This is the dataset provided for the manuscript, entitled "A Co-Creation Workshop as Toy Hacking by Children and Design Students: Collage Toys ". It provides a wide scope of supportive appendices, which consist of raw data and processed data.
DOI: 10.5281/zenodo.16789452
title: Combining Computational Analysis and Experimental Validation to Identify Plant Metabolite-Derived EGFR Kinase Inhibitors
DOI: 10.5281/zenodo.16789451
title: Combining Computational Analysis and Experimental Validation to Identify Plant Metabolite-Derived EGFR Kinase Inhibitors
DOI: 10.15468/dl.42y3b3
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADB0561"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034962-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3v4ngm
title: Occurrence Download

description: A dataset containing 36515 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset includes 36515 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034964-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k9cfr2
title: Occurrence Download

description: A dataset containing 4094 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudocheilinus tetrataenia"
 ]
}

 The dataset includes 4094 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034965-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rm8g8a
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAC9318"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034966-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27610104.v3
title: <b>Cuttlefish Under Salinity Treatments Camouflage Dataset</b>

description: Extreme events are becoming increasingly frequent and intense, leading to cascading negative effects on marine ecosystems. Here, we aimed to investigate the impact of ecologically relevant extreme flooding conditions (exposure to acute salinity values of 17 and 7) and non-extreme conditions (salinity values of 35, 28, and 24), during 4 days at late embryogenesis, on the survival and camouflage abilities of the European cuttlefish (<i>Sepia officinalis</i>) hatchlings.
DOI: 10.15468/dl.yfv9e5
title: Occurrence Download

description: A dataset containing 143 records in GBIF matching the query:

SELECT COUNT(*) AS size, "order"
FROM occurrence
WHERE datasetKey = '50c9509d-22c7-4a22-a47d-8c48425ef4a7'
AND kingdomKey = 1
AND phylumKey = 44
GROUP BY "order"


 The dataset's 143 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034963-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cv4wuw
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAC9317"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034967-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uzyjkq
title: Occurrence Download

description: A dataset containing 1300 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Camponotus nicobarensis"
 ]
}

 The dataset includes 1300 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034968-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27610104.v4
title: <b>Cuttlefish under salinity treatments hatching and camouflage dataset</b>

description: Extreme events are becoming increasingly frequent and intense, leading to cascading negative effects on marine ecosystems. Here, we aimed to investigate the impact of ecologically relevant extreme flooding conditions (exposure to acute salinity values of 17 and 7) and non-extreme conditions (salinity values of 35, 28, and 24), during 4 days at late embryogenesis, on the survival and camouflage abilities of the European cuttlefish (<i>Sepia officinalis</i>) hatchlings.
DOI: 10.15468/dl.y7snwc
title: Occurrence Download

description: A dataset containing 133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-81.5059 -5.13563,-75.16391 -5.13563,-75.16391 1.49491,-81.5059 1.49491,-81.5059 -5.13563))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Annona cherimola"
 ]
}

 The dataset includes 133 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034969-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4sv8kv
title: Occurrence Download

description: A dataset containing 175617 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.29_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 175617 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034952-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vyhr6q
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudochromis bitaeniatus"
 ]
}

 The dataset includes 209 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034970-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y2ux3r
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dampieria bitaeniata"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034971-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16789498
title: 基于BP神经网络的低温韧性预测模型

description: MATLAB R2020a 或以上版本




已安装 Neural Network Toolbox




确保工作目录中存在实验数据数据库.xlsx



🚀 使用方法





将 中的主程序运行;your_script.m




若存在 文件,则程序会自动进行新样本预测;预测.xlsx




所有结果输出于 文件夹;保存1/




样本数不足时请自行扩充数据或更改比例设置。



📈 输出结果





模型训练与测试精度指标(RMSE、R²、MAE、MBE、MAPE)




各输入特征对输出的影响分析图




新数据预测结果表格



📃 说明

更多关于模型构建、参数选择及性能对比,请查阅相关论文或者联系作者。
DOI: 10.34740/kaggle/dsv/12726267
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.2pu9g3
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACV6765"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034972-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xab84v
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACV6576"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034973-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27610104.v5
title: <b>Cuttlefish under extreme flooding events hatching and camouflage dataset, R script</b>

description: Extreme events are becoming increasingly frequent and intense, leading to cascading negative effects on marine ecosystems. Here, we aimed to investigate the impact of ecologically relevant extreme flooding conditions (exposure to acute salinity values of 17 and 7) and non-extreme conditions (salinity values of 35, 28, and 24), during 4 days at late embryogenesis, on the survival and camouflage abilities of the European cuttlefish (<i>Sepia officinalis</i>) hatchlings.
DOI: 10.15468/dl.ar2rse
title: Occurrence Download

description: A dataset containing 2306 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudochromis fuscus"
 ]
}

 The dataset includes 2306 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034974-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p9rm4d
title: Occurrence Download

description: A dataset containing 36515 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset includes 36515 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034975-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.