cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.g4j389
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-9.72228 36.02745,-6.68891 36.02745,-6.68891 41.92926,-9.72228 41.92926,-9.72228 36.02745))",
 "OccurrenceStatus is Present",
 "TaxonKey is Coincya monensis var. johnstonii (Samp.) Leadlay",
 "Year 1975-2025"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007049-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hzvkvx
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acanthophyllum gypsophiloides Regel"
 ]
}

 The dataset includes 92 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011577-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8sebs5
title: Occurrence Download

description: A dataset containing 30673 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ageratum conyzoides L."
 ]
}

 The dataset includes 30673 records from 658 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011578-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bakx54
title: Occurrence Download

description: A dataset containing 13958 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Andrenidae, Apidae, Colletidae, Halictidae, Megachilidae, Melittidae)"
 ]
}

 The dataset includes 13958 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011162-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hv98gw
title: Occurrence Download

description: A dataset containing 143 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus baloot Griff."
 ]
}

 The dataset includes 143 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011164-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w49nvu
title: Occurrence Download

description: A dataset containing 217649 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((16.29815 51.63147,18.32268 51.63147,18.32268 52.73069,16.29815 52.73069,16.29815 51.63147))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2017-2024"
 ]
}

 The dataset includes 217649 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039745-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16906999
title: GW230814: investigation of a loud gravitational-wave signal observed with a single detector

description: This data release contains the analysis results and data behind the figures of the GW230814 discovery paper. Strain data for this event (the L1:GDS-CALIB_STRAIN_CLEAN_AR channel) can be downloaded from GWOSC. The content of this repository is:



the C00-Combined-XO4a.h5 file contains the combined posterior samples for the 4 different models described in the paper.  In addition to containing the posterior samples, the .h5 file also contain metadata about the analyses including the configuration files (which specify details such as the detector data analysed), noise power spectral densities and calibration uncertainty envelopes. The inference of the source parameters were performed with Bilby and we assume the calibration envelopes for LIGO Livingston maps calibrated data to theoretical strain. The .h5 files are formatted using PESummary.

the figures_data.tar.gz file contains minimal, post-processed data to reproduce all figures of the paper.

the scripts.tar.gz file contains a number of notebook to reproduce the content of the paper. In detail:



`posteriors_minimal.ipynb` reads the posterior samples and produces Figures 2,3,4,5;

`tgr_minimal.ipynb` reads from the figure data and produces Figures 7,8,9,10,11,14,16 and 17;

`TauFisher.ipynb` produces Figure 12;

`plot_mismatches_minimal.ipynb` produces Figure 15;

`waveform-with-data_minimal.ipynb` produces Figures 1 and 12;



the 230814.yaml file contains the dependencies to set-up a conda environment to run all the scripts above. For more information, see this page.

the configs.tar.gz file contains configuration files and/or instructions to reproduce the analyses performed with the pSEOBNR, QNMRF and pyRing pipelines.
DOI: 10.5281/zenodo.17613411
title: GW230814: investigation of a loud gravitational-wave signal observed with a single detector

description: This data release contains the analysis results and data behind the figures of the GW230814 discovery paper. Strain data for this event (the L1:GDS-CALIB_STRAIN_CLEAN_AR channel) can be downloaded from GWOSC. The content of this repository is:



the C00-Combined-XO4a.h5 file contains the combined posterior samples for the 4 different models described in the paper.  In addition to containing the posterior samples, the .h5 file also contain metadata about the analyses including the configuration files (which specify details such as the detector data analysed), noise power spectral densities and calibration uncertainty envelopes. The inference of the source parameters were performed with Bilby and we assume the calibration envelopes for LIGO Livingston maps calibrated data to theoretical strain. The .h5 files are formatted using PESummary.

the figures_data.tar.gz file contains minimal, post-processed data to reproduce all figures of the paper.

the scripts.tar.gz file contains a number of notebook to reproduce the content of the paper. In detail:



`posteriors_minimal.ipynb` reads the posterior samples and produces Figures 2,3,4,5;

`tgr_minimal.ipynb` reads from the figure data and produces Figures 7,8,9,10,11,14,16 and 17;

`TauFisher.ipynb` produces Figure 12;

`plot_mismatches_minimal.ipynb` produces Figure 15;

`waveform-with-data_minimal.ipynb` produces Figures 1 and 12;



the 230814.yaml file contains the dependencies to set-up a conda environment to run all the scripts above. For more information, see this page.

the configs.tar.gz file contains configuration files and/or instructions to reproduce the analyses performed with the pSEOBNR, QNMRF and pyRing pipelines.
DOI: 10.15468/dl.xspfrc
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phyllometra culminaria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 40 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039779-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t73q3n
title: Occurrence Download

description: A dataset containing 340 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Geometry POLYGON((-157.04747 18.52156,-57.07814 18.52156,-57.07814 66.78336,-157.04747 66.78336,-157.04747 18.52156))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Reynoutria bohemica"
 ]
}

 The dataset includes 340 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039780-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkrb9j
title: Occurrence Download

description: A dataset containing 169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pholidoptera transsylvanica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 169 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039782-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qepe7p
title: Occurrence Download

description: A dataset containing 16264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "VerbatimScientificName is Spilopelia senegalensis"
 ]
}

 The dataset includes 16264 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039781-251025141854904/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/13769644
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.3886/e114281v1-191531
title: Replication data for: Time-Varying Effects of Oil Supply Shocks on the US Economy

description: Using time-varying BVARs, we find a substantial decline in the shortrun
price elasticity of oil demand since the mid-1980s. This finding
helps explain why an oil production shortfall of the same magnitude
is associated with a stronger response of oil prices and more severe
macroeconomic consequences over time, while a similar oil price
increase is associated with smaller output effects. Oil supply shocks
also account for a smaller fraction of real oil price variability in
more recent periods, in contrast to oil demand shocks. The overall
effects of oil supply disruptions on the US economy have, however,
been modest.
DOI: 10.5281/zenodo.17634530
title: THE IMPACT OF NATIONAL ACTIVE GAMES ON PHYSICAL FITNESS DEVELOPMENT IN 5TH–7TH GRADE STUDENTS

description: National active games represent an effective pedagogical and physical training tool that stimulates motor development, social interaction, teamwork, and emotional engagement among students. This research aims to determine the effect of incorporating national active games into physical education lessons on the physical fitness indicators of students in the 5th–7th grades. Forty students participated in the study and were divided into an experimental (n=20) and a control group (n=20). The experimental group engaged in national active games for 15–20 minutes during each physical education lesson over eight weeks. Pre- and post-tests measured agility, speed, endurance, and motor coordination. The results showed statistically significant improvements in the experimental group compared to the control group. The study concludes that national active games increase physical fitness, motivation, and learning engagement. Practical recommendations for teachers are provided.
DOI: 10.5281/zenodo.17634531
title: THE IMPACT OF NATIONAL ACTIVE GAMES ON PHYSICAL FITNESS DEVELOPMENT IN 5TH–7TH GRADE STUDENTS

description: National active games represent an effective pedagogical and physical training tool that stimulates motor development, social interaction, teamwork, and emotional engagement among students. This research aims to determine the effect of incorporating national active games into physical education lessons on the physical fitness indicators of students in the 5th–7th grades. Forty students participated in the study and were divided into an experimental (n=20) and a control group (n=20). The experimental group engaged in national active games for 15–20 minutes during each physical education lesson over eight weeks. Pre- and post-tests measured agility, speed, endurance, and motor coordination. The results showed statistically significant improvements in the experimental group compared to the control group. The study concludes that national active games increase physical fitness, motivation, and learning engagement. Practical recommendations for teachers are provided.
DOI: 10.15468/dl.ssgsen
title: Occurrence Download

description: A dataset containing 230 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (iNaturalist Research-grade Observations, University of Washington Herbarium (WTU) - Macrofungi Collection, University of Michigan Herbarium)",
 "OccurrenceStatus is Present",
 "StateProvince is one of (Oregon, Washington)",
 "TaxonKey is Xerocomellus zelleri"
 ]
}

 The dataset includes 230 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039783-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zfmm2x
title: Occurrence Download

description: A dataset containing 9594871 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 9594871 records from 3606 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039752-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wyp5ft
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Terapon puta",
 "Country is Egypt",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039116-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4qdp8e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Terapon puta",
 "Country is Syrian Arab Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039119-250811113504898/datasets/export for details.
DOI: 10.15468/dl.kme26g
title: Occurrence Download

description: A dataset containing 499 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polygonatum arisanense"
 ]
}

 The dataset includes 499 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039117-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.29j559
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039118-250811113504898/datasets/export for details.
DOI: 10.6084/m9.figshare.29924471.v2
title: Source data and Supplement data

description: Supplementary Data and Source Data files for the manuscript "DNA virome enhances carbon fixation capacity of microbial community via auxiliary metabolic genes in contaminated soils" are provided.
DOI: 10.5281/zenodo.15000544
title: UAV Dataset for Bathymetric Terrain Extraction in Antarctic Gravel-Bed Bays
DOI: 10.5281/zenodo.15000545
title: UAV Dataset for Bathymetric Terrain Extraction in Antarctic Gravel-Bed Bays
DOI: 10.15468/dl.mpn8k3
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Moschus berezovskii"
 ]
}

 The dataset includes 77 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039121-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9nym6u
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Juncus tingitanus"
 ]
}

 The dataset includes 128 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039120-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjnsea
title: Occurrence Download

description: A dataset containing 681 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyparrhenia variabilis"
 ]
}

 The dataset includes 681 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039125-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2eqtm9
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039123-250811113504898/datasets/export for details.
DOI: 10.15468/dl.4a7urp
title: Occurrence Download

description: A dataset containing 3798 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polygonatum lasianthum"
 ]
}

 The dataset includes 3798 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039124-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xyuzkz
title: Occurrence Download

description: A dataset containing 722 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Viscum liquidambaricola"
 ]
}

 The dataset includes 722 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039126-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6edvvg
title: Occurrence Download

description: A dataset containing 2454 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Viscum articulatum"
 ]
}

 The dataset includes 2454 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039128-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nfz26z
title: Occurrence Download

description: A dataset containing 90607 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Rosa spinosissima"
 ]
}

 The dataset includes 90607 records from 637 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039028-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8r3syb
title: Occurrence Download

description: A dataset containing 3810 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyparrhenia filipendula"
 ]
}

 The dataset includes 3810 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039127-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nsbeg4
title: Occurrence Download

description: A dataset containing 1261 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cirsium carolinianum"
 ]
}

 The dataset includes 1261 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039129-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjbcx8
title: Occurrence Download

description: A dataset containing 943 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cirsium canescens"
 ]
}

 The dataset includes 943 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039130-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ynvrft
title: Occurrence Download

description: A dataset containing 2751 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypericum revolutum"
 ]
}

 The dataset includes 2751 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039132-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fcb4kd
title: Occurrence Download

description: A dataset containing 5330 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cirsium altissimum"
 ]
}

 The dataset includes 5330 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039131-250811113504898/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.29974948.v1
title: 来自四种不同颜色大豆品种的代谢组学数据

description: 50 ± 1 mg冻干样品曾赎金红2 mL EP管中，加入1000 μL预冷提取混合物（甲醇：水，v/v = 3：1）和10 μL核糖醇是加编辑。离心30秒后，加入陶瓷珠，将试管置于35Hz的球磨机中4分钟。然后将试管浸入冰水中并超声处理 5 分钟。在 4 °C 下以 10,000 rpm 离心 15 分钟后，将 200 μL 上清液转移到新的 1.5 mL EP 管中并在真空浓缩器中浓缩。干燥后，加入120μL盐酸甲氧胺（20mg/mL吡啶）。T溶液是 g均匀编辑孵育d30分钟。接下来，向每个样品中加入 120 μL BSTFA 试剂（1% TMC，v/v），然后在 70 °C 下孵育 1.5 小时。 冷却至室温后，加入7 μL FAMEs，气相色谱法分析。<br>使用Agilent 7890气相色谱仪（GC）和配备DB-5ms毛细管柱的飞行时间质谱仪对代谢物进行分析。将1μL等分试样的样品提取物在230°C下注入进样口，流速为1mL/min。初始温度设置为50 °C，持续1 min，然后以10 °C/min的速度升至310 °C，并在310 °C下保持8 min。在全扫描模式下以每秒12.5个光谱的速率采集光谱数据，质量范围为50-500 m/z。
DOI: 10.15468/dl.n73zve
title: Occurrence Download

description: A dataset containing 984 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polyscias dioica"
 ]
}

 The dataset includes 984 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039133-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gkwugk
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platycephalus indicus",
 "Country is Egypt",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039134-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.