cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17301422
title: An observational study of coastal trapped wave scattering in the deep ocean of the Suruga Trough: The role of internal lee waves

description: Data files of the manuscript "An observational study of coastal trapped wave scattering in the deep ocean of the Suruga Trough: The role of internal lee waves".
DOI: 10.15468/dl.hhz6fh
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Berberis aggregata",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 53 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064374-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rr4rg5
title: Occurrence Download

description: A dataset containing 8817 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Suliformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-150 -30,-120 -30,-120 0,-150 0,-150 -30))"
 ]
}

 The dataset includes 8817 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064375-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a4bezj
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Camellia assamica"
 ]
}

 The dataset includes 58 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064376-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jz5mjz
title: Occurrence Download

description: A dataset containing 1552 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Picea likiangensis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1552 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064378-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data146
title: Optical Constellation Analysis (OCATA)

description: The dataset contains synthetic IQ optical constellation data for 16-QAM optical connections generated with a Matlab-based coherent WDM optical system simulator
description: Matlab, null
DOI: 10.6084/m9.figshare.28877162
title: Fluxes.xlsx

description: <b>Impact of volatile sulfide emissions from coastal wetland sediments to nitrogen input</b>
DOI: 10.6084/m9.figshare.28877162.v1
title: Fluxes.xlsx

description: <b>Impact of volatile sulfide emissions from coastal wetland sediments to nitrogen input</b>
DOI: 10.6084/m9.figshare.28877162.v2
title: Fluxes.xlsx

description: <b>Impact of volatile sulfide emissions from coastal wetland sediments to nitrogen input</b>
DOI: 10.15468/dl.mqbnnn
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glycymeris ovata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064381-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wevzcp
title: Occurrence Download

description: A dataset containing 1245 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Philadelphus subcanus"
 ]
}

 The dataset includes 1245 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064379-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.82180/dace-bckcespe
title: HARPS Legacy Data Release: Fully Reprocessed Spectra and Radial Velocities from Archival Observations

description: The high-resolution spectrograph HARPS, installed at ESO La Silly Observatory, Chile, is one of the most precise high-resolution spectrographs currently in operation. In the field of exoplanets, it plays a key role in the detection of low-amplitude exoplanets, in Rossiter–McLaughlin effect measurements, and in atmospheric transit spectroscopy.

As part of a comprehensive effort led by the Geneva Exoplanet Team with support from the DACE platform, HARPS public data were retrieved from the ESO archive and fully curated. This curation includes target identification, homogenization of coordinates, proper motions, mean radial velocities, and stellar spectral types, using Gaia DR3 as a reference.

All spectra were then uniformly reprocessed using the latest version of the HARPS Data Reduction Software (DRS v3.3.6), and the resulting data products are now available through the Open Data module of the DACE platform.

The HARPS Legacy Data Release includes 303’521 high-resolution spectra of 6’802 individual targets, observed from June 2003 to December 2022. It comprises calibrated 2D echelle spectra (E2DS) and their corresponding 2D cross-correlation functions (CCFs), from which radial velocity time series are derived. Reconstructed individual 1D spectra (S1D) are also provided as part of the standard ESPRESSO-DRS output.

This release aims to support a broad range of exoplanetary and stellar studies and to serve as a legacy resource for the astronomical research community.

The Data Analysis Center for Exoplanets (DACE) is a platform of the Swiss National Centre of Competence in Research (NCCR) PlanetS, which federates Swiss expertise in exoplanet research. It is supported by the Swiss National Science Foundation under grants 51NF40_182901 and 51NF40_205606, and is based at the Department of Astronomy of the University of Geneva, Switzerland.
DOI: 10.15468/dl.kbdwmz
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064382-250920141307145/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.30312589
title: Data and code from Life-history strategy and local adaptation shape resilience to climate change in bees

description: Data and code from Life-history strategy and local adaptation shape resilience to climate change in bees.<b>Future_Climate_Validation.r - </b>script to downscale projected climate data<b>Niche_model.r - </b>script to perform niche model and foraging ability calculation<b>Thermal_Desiccation_Tolerance_Models.r - </b>script to perform linear mixed model analyses<b>Desiccation_data - Experimental_data.csv - </b>desiccation tolerance experiment data<b>Thermal_tolerance_data - Experimental_data</b><b>.csv - </b>thermal tolerance experiment data<b>Current_climate_sites -</b> folder containing 21 csv files of the hourly Japan Meteorological Agency climate data for all seven study locations across the years 2017, 2018 and 2019.<b>README.txt - </b>Readme file for scripts and physiological datasets
DOI: 10.6084/m9.figshare.30312589.v1
title: Data and code from Life-history strategy and local adaptation shape resilience to climate change in bees

description: Data and code from Life-history strategy and local adaptation shape resilience to climate change in bees.<b>Future_Climate_Validation.r - </b>script to downscale projected climate data<b>Niche_model.r - </b>script to perform niche model and foraging ability calculation<b>Thermal_Desiccation_Tolerance_Models.r - </b>script to perform linear mixed model analyses<b>Desiccation_data - Experimental_data.csv - </b>desiccation tolerance experiment data<b>Thermal_tolerance_data - Experimental_data</b><b>.csv - </b>thermal tolerance experiment data<b>Current_climate_sites -</b> folder containing 21 csv files of the hourly Japan Meteorological Agency climate data for all seven study locations across the years 2017, 2018 and 2019.<b>README.txt - </b>Readme file for scripts and physiological datasets
DOI: 10.5281/zenodo.17286353
title: Protein sequences from representative genomes of the Genome Taxonomy DataBase (r214) and associated metadata table

description: These files are directly mirrored from the Genome Taxonomy DataBase (https://gtdb.ecogenomic.org/downloads) but were required by the publisher to be made available via a stable and permanent URL in the form of a DOI. These files were used in the analyses in our manuscript (preprint: 10.1101/2025.03.17.643616, workflow for the manuscript).



gtdb_proteins_aa_reps_r214.tar.gz contains all protein sequences predicted by Prodigal for all representatives bacterial genomes of version r214 of GTDB

bac120_metadata_r214.tar.gz contains the full metadata table for all genomes present in the version r214 of GTDB
DOI: 10.5281/zenodo.17286354
title: Protein sequences from representative genomes of the Genome Taxonomy DataBase (r214) and associated metadata table

description: These files are directly mirrored from the Genome Taxonomy DataBase (https://gtdb.ecogenomic.org/downloads) but were required by the publisher to be made available via a stable and permanent URL in the form of a DOI. These files were used in the analyses in our manuscript (preprint: 10.1101/2025.03.17.643616, workflow for the manuscript).



gtdb_proteins_aa_reps_r214.tar.gz contains all protein sequences predicted by Prodigal for all representatives bacterial genomes of version r214 of GTDB

bac120_metadata_r214.tar.gz contains the full metadata table for all genomes present in the version r214 of GTDB
DOI: 10.15468/dl.my97ex
title: Occurrence Download

description: A dataset containing 354 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "OccurrenceStatus is Present",
 "TaxonKey is Andrena hattorfiana",
 "Year 2025-2025"
 ]
}

 The dataset includes 354 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064385-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vhar4q
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Picea neoveitchii)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 63 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064384-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jdzct7
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fumaria purpurea",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 34 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064387-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xh7px2
title: Occurrence Download

description: A dataset containing 256 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hoolock hoolock",
 "Year 2000-2025"
 ]
}

 The dataset includes 256 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064386-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dvnb6y
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Rubroboletus lupinus",
 "Year 1985-1995"
 ]
}

 The dataset includes 27 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064388-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qb8c4b
title: Occurrence Download

description: A dataset containing 58342 species occurrences available in GBIF matching the query:
{
 "and" : [
 "MediaType is Image",
 "TaxonKey is one of (Macrovipera lebetinus, Phrynocephalus versicolor, Anguis fragilis, Eremias multiocellata, Eremias przewalskii, Phrynocephalus reticulatus, Elaphe quatuorlineata, Eremias nikolskii, Phrynocephalus salenskii, Phrynocephalus moltschanovi)"
 ]
}

 The dataset includes 58342 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064329-250920141307145/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.30145789
title: TNBC meta-analysis Supplementary table S4

description: This dataset provides supplementary materials for the study on Chinese herbal medicine (CHM) as an adjunctive therapy for triple-negative breast cancer (TNBC). It includes three supplementary tables used in the pharmacological and bioinformatics analyses:- Supplementary Table S4: The target proteins of TNBC obtained from the GeneCards database.These supplementary datasets support the meta-analysis and network pharmacology findings presented in the main manuscript, providing detailed data for reproducibility and further reference.
DOI: 10.6084/m9.figshare.30145789.v2
title: TNBC meta-analysis Supplementary table S4

description: This dataset provides supplementary materials for the study on Chinese herbal medicine (CHM) as an adjunctive therapy for triple-negative breast cancer (TNBC). It includes three supplementary tables used in the pharmacological and bioinformatics analyses:- Supplementary Table S4: The target proteins of TNBC obtained from the GeneCards database.These supplementary datasets support the meta-analysis and network pharmacology findings presented in the main manuscript, providing detailed data for reproducibility and further reference.
DOI: 10.6084/m9.figshare.30145789.v1
title: TNBC meta-analysis Supplementary table S3

description: This dataset provides supplementary materials for the study on Chinese herbal medicine (CHM) as an adjunctive therapy for triple-negative breast cancer (TNBC). It includes three supplementary tables used in the pharmacological and bioinformatics analyses:- Supplementary Table S3: The target proteins of TNBC obtained from the GeneCards database.These supplementary datasets support the meta-analysis and network pharmacology findings presented in the main manuscript, providing detailed data for reproducibility and further reference.
DOI: 10.5281/zenodo.17300137
title: RainSense_part5_torrential_rain
DOI: 10.5281/zenodo.17300138
title: RainSense_part5_torrential_rain
DOI: 10.15468/dl.3fdmt8
title: Occurrence Download

description: A dataset containing 2817 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Philadelphus tenuifolius"
 ]
}

 The dataset includes 2817 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064389-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.exj2uj
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064391-250920141307145/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.30315763
title: Whoosh Service Quality, Perceived Value, Tourist Satisfaction, Revisit Intention of Whoosh passengers 2024

description: The data shows the likert scale survey of Service Quality of whoosh, passenger perceived value, tourist satisfaction, revisit intention of Whoosh passengers in 2023/2024. The study participants consist of 100 tourists who have used the <i>Whoosh</i> high-speed train to Bandung within the last six months. The sample characteristics include respondents aged 17 years and above. Sampling was conducted during few months after the launch of the Whoosh train service on October 17, 2023.
DOI: 10.6084/m9.figshare.30315763.v1
title: Whoosh Service Quality, Perceived Value, Tourist Satisfaction, Revisit Intention of Whoosh passengers 2024

description: The data shows the likert scale survey of Service Quality of whoosh, passenger perceived value, tourist satisfaction, revisit intention of Whoosh passengers in 2023/2024. The study participants consist of 100 tourists who have used the <i>Whoosh</i> high-speed train to Bandung within the last six months. The sample characteristics include respondents aged 17 years and above. Sampling was conducted during few months after the launch of the Whoosh train service on October 17, 2023.
DOI: 10.5281/zenodo.17222940
title: Processed aerial images and surface classifications of Arctic sea ice during the TIFAX 2016 and ASIMBO 2018 campaigns north of Greenland

description: This dataset contains aerial image data of summery Arctic sea ice surfaces acquired with a downward-looking digital camera mounted on the Polar 6 research aircraft during two campaigns north of Greenland: TIFAX 2016 (29 July 2016, “Central flight”; 1 August 2016, “Eastern flight”) and ASIMBO 2018 (1 August 2018, “Western flight”). The naming of the flights follows their relative geographical position in the study region.

Included in this dataset are:

1. Brightness corrected RGB images.

2. The corresponding supplementary mask, indicating which pixels were artificially reconstructed during the image processing step that visually removes a tow cable from each image.

3. The final georeferenced and classified images, derived using the algorithm of Fuchs (2023a,b).

All technical details on data acquisition and processing are provided in Buth et al. (2025).

The processing of this dataset was targeted to enable the analysis presented in Buth et al. (2025), where it was used to investigate melt pond fraction, geometry, and their relationship to sea ice ridges.
description: This dataset was split into 4GB chunks and compressed using tar and zstd. Follow the instructions below to restore the original folder structure.

Depending on your operating system, you might have to install tar and zstd. Then, open a terminal, navigate to the download path and run:

cat processed_airborne_data.tar.zst.part.* > processed_airborne_data.tar.zs 

unzstd processed_airborne_data.tar.zst

tar -xvf processed_airborne_data.tar
description: The classification result can be found in Band 1 of the final "classified" images. Classes and subclasses are defined according to the PASTA ice python package by Fuchs (2023b). The classes are:

0: 'Snow/ice'

1: 'Open water'

2: 'bright Pond'

3: 'biology Pond'

4: 'bare, wet and thin ice - blue'

5: 'Shadow Pond'

6, 'bare, wet and thin ice - gray'

7: 'dark Pond'

8: 'Shadow snow'

9: 'submerged ice'

10: 'Ridge area'

-1: 'nan'

11: 'Sediment Snow'
DOI: 10.5281/zenodo.17222941
title: Processed aerial images and surface classifications of Arctic sea ice during the TIFAX 2016 and ASIMBO 2018 campaigns north of Greenland

description: This dataset contains aerial image data of summery Arctic sea ice surfaces acquired with a downward-looking digital camera mounted on the Polar 6 research aircraft during two campaigns north of Greenland: TIFAX 2016 (29 July 2016, “Central flight”; 1 August 2016, “Eastern flight”) and ASIMBO 2018 (1 August 2018, “Western flight”). The naming of the flights follows their relative geographical position in the study region.

Included in this dataset are:

1. Brightness corrected RGB images.

2. The corresponding supplementary mask, indicating which pixels were artificially reconstructed during the image processing step that visually removes a tow cable from each image.

3. The final georeferenced and classified images, derived using the algorithm of Fuchs (2023a,b).

All technical details on data acquisition and processing are provided in Buth et al. (2025).

The processing of this dataset was targeted to enable the analysis presented in Buth et al. (2025), where it was used to investigate melt pond fraction, geometry, and their relationship to sea ice ridges.
description: This dataset was split into 4GB chunks and compressed using tar and zstd. Follow the instructions below to restore the original folder structure.

Depending on your operating system, you might have to install tar and zstd. Then, open a terminal, navigate to the download path and run:

cat processed_airborne_data.tar.zst.part.* > processed_airborne_data.tar.zs 

unzstd processed_airborne_data.tar.zst

tar -xvf processed_airborne_data.tar
description: The classification result can be found in Band 1 of the final "classified" images. Classes and subclasses are defined according to the PASTA ice python package by Fuchs (2023b). The classes are:

0: 'Snow/ice'

1: 'Open water'

2: 'bright Pond'

3: 'biology Pond'

4: 'bare, wet and thin ice - blue'

5: 'Shadow Pond'

6, 'bare, wet and thin ice - gray'

7: 'dark Pond'

8: 'Shadow snow'

9: 'submerged ice'

10: 'Ridge area'

-1: 'nan'

11: 'Sediment Snow'
DOI: 10.15468/dl.atz839
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acaena anserinifolia",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 112 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064392-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uqwzxf
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Rubroboletus lupinus",
 "Year 1995-2005"
 ]
}

 The dataset includes 71 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064390-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w495de
title: Occurrence Download

description: A dataset containing 10546 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Picea obovata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10546 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064393-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.