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

description: A dataset containing 426 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Material sample)",
 "Geometry POLYGON((-83.81788 30.74952,-92.32253 31.02534,-96.43694 28.8647,-97.56324 27.85334,-97.81608 26.88794,-97.931 25.71568,-96.39097 24.47446,-86.78301 20.5899,-80.00228 23.80788,-83.81788 30.74952))",
 "OccurrenceStatus is Present",
 "TaxonKey is Carcharhinus limbatus",
 "Year 2005-2025"
 ]
}

 The dataset includes 426 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069488-251120083545085/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/14349120
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.2gv83s
title: Occurrence Download

description: A dataset containing 2592699 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Pl@ntNet observations"
 ]
}

 The dataset includes 2592699 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069487-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2fc78j
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Material sample)",
 "Geometry POLYGON((-81.94374 26.57364,-87.71788 31.2283,-95.73096 29.81423,-85.21379 20.62275,-81.94374 26.57364))",
 "OccurrenceStatus is Present",
 "TaxonKey is Carcharhinus obscurus",
 "Year 2005-2025"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069489-251120083545085/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.30962618.v1
title: Raw HPLC chromatographic data for Jakyamgamcho-tang

description: The dataset includes the following components:<br>1. Meta data: Sample information, preparation details, and analysis conditions.2. Overall chromatogram: Representative chromatograms showing all detected peaks for the extracts.3. Standard chromatogram: Chromatograms of reference standards used for compound identification and calibration.4. JGT chromatogram: Representative chromatograms of Jakyakgamcho-tang samples.5. Analytical results of JGE: Peak identification and qualitative analysis results for the ethanol extract.6. Analytical results of JGW: Peak identification and qualitative analysis results for the water extract.7. Quantitative analysis (JGE): Concentrations of target compounds in the ethanol extract.8. Quantitative analysis (JGW): Concentrations of target compounds in the water extract.All raw and processed data, as well as associated metadata and calibration information, are provided to enable independent validation and reproducibility of the analyses.<br>
DOI: 10.34740/kaggle/dsv/14349130
title: SOLANA Price Data Binance API (2020–Now)
DOI: 10.5281/zenodo.17900466
title: Machine Learning and Mobile Applications for Emotion Recognition in Children with Autism Spectrum Disorder: A Systematic Literature Review

description: This repository contains supplementary data, code, and materials for the systematic literature review "Machine Learning and Mobile Applications for Emotion Recognition in Children with Autism Spectrum Disorder."

Contents:- Raw data from systematic searches in IEEE Xplore, Scopus, and Web of Science (2018-2025)- R and Python scripts for data visualization and analysis- PRISMA 2020 flow diagram- Complete search strategy documentation- Study characteristics and results visualizations

PROSPERO Registration: CRD420251248821

This dataset supports reproducibility and transparency of the systematic review findings. All materials are provided under CC BY 4.0 license.
DOI: 10.5281/zenodo.17900467
title: Machine Learning and Mobile Applications for Emotion Recognition in Children with Autism Spectrum Disorder: A Systematic Literature Review

description: This repository contains supplementary data, code, and materials for the systematic literature review "Machine Learning and Mobile Applications for Emotion Recognition in Children with Autism Spectrum Disorder."

Contents:- Raw data from systematic searches in IEEE Xplore, Scopus, and Web of Science (2018-2025)- R and Python scripts for data visualization and analysis- PRISMA 2020 flow diagram- Complete search strategy documentation- Study characteristics and results visualizations

PROSPERO Registration: CRD420251248821

This dataset supports reproducibility and transparency of the systematic review findings. All materials are provided under CC BY 4.0 license.
DOI: 10.5281/zenodo.18102274
title: Top 15 Export Trading Partners of Asian Landlocked Developing Countries (2010–2024)

description: This supplementary dataset reports the top 15 export trading partners for each of the 12 Asian landlocked developing countries (LLDCs) over the period 2010–2024. Trading partners are ranked based on average bilateral export values calculated across the full sample period.

The table is derived from bilateral export data compiled from the United Nations Comtrade Database and provides partner-level information that complements the empirical analysis presented in the associated journal article. The dataset includes the exporting country (LLDC), trading partner, average export value (USD), and ranking order for each LLDC.

This supplementary file is intended to enhance transparency and reproducibility by documenting the selection of trading partners used in the gravity-model estimations. It supports robustness checks, replication, and further comparative research on export performance and trade structures of landlocked developing economies.
DOI: 10.5281/zenodo.18102275
title: Top 15 Export Trading Partners of Asian Landlocked Developing Countries (2010–2024)

description: This supplementary dataset reports the top 15 export trading partners for each of the 12 Asian landlocked developing countries (LLDCs) over the period 2010–2024. Trading partners are ranked based on average bilateral export values calculated across the full sample period.

The table is derived from bilateral export data compiled from the United Nations Comtrade Database and provides partner-level information that complements the empirical analysis presented in the associated journal article. The dataset includes the exporting country (LLDC), trading partner, average export value (USD), and ranking order for each LLDC.

This supplementary file is intended to enhance transparency and reproducibility by documenting the selection of trading partners used in the gravity-model estimations. It supports robustness checks, replication, and further comparative research on export performance and trade structures of landlocked developing economies.
DOI: 10.57783/pr6h-2086
title: LibreChat
DOI: 10.15468/dl.mv2caf
title: Occurrence Download

description: A dataset containing 37180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Crassula helmsii, Lithobates catesbeianus, Misgurnus mohoity, Myriophyllum aquaticum, Procambarus clarkii, Procambarus virginalis, Xenopus laevis, Zizania latifolia)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 37180 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069490-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mf3yye
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Material sample)",
 "Geometry POLYGON((-83.40705 30.0031,-88.20474 30.64974,-95.02582 30.23255,-97.67498 27.72941,-97.23693 25.64345,-96.25653 18.71808,-84.67948 22.5771,-81.19593 24.45446,-83.40705 30.0031))",
 "OccurrenceStatus is Present",
 "TaxonKey is Carcharhinus plumbeus",
 "Year 2005-2025"
 ]
}

 The dataset includes 77 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069491-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.969088
title: Sediment echosounder raw data (Atlas Parasound P70 echosounder entire dataset) of RV SONNE during cruise SO292

description: Atlas Parasound P70 (mk2) echosounder data was recorded during RV SONNE cruise SO292 (ICECARB, 15.05.2022 to 21.06.2022, Queensland Plateau, NE Australia). Data were acquired in parallel to multi-channel seismic surveys and as stand-alone surveys, with cruising speeds of 5.5 and 7 to 8 kn over ground, respectively. The desired primary high frequency (PHF) of the system was set to 18 kHz, the secondary low frequency (SLF) to 4 kHz. The PS70 was operated in single pulse mode with a transducer voltage of 100 V, and a transceiver amplification of 30 to 40 dB. Sound-velocity profiles (SVP) and salinity profiles of the water column were obtained from CTD measurements when available, and by using XSV-02 probes (Lockheed Martin, Sippican Inc.) for underway measurements. Data were stored in the PARASOUND-native format PS3 as well as in the PARASOUND raw-data format ASD. Whereas ASD data contain the complete acquisition range (0 to 2000 m of water depth), data stored in PS3 only record a specific time window (typical 200 ms in length) starting from just above the sea floor and automatically tracked using the mk2 capabilities. Typical sub-seafloor penetration during SO292 was around 10 m on the top of the carbonate banks (water depth around 50-60 m), almost 0 m at steep- and/or lithified parts of the platform slopes, and 80 to &gt;140 m in the drift sediments surrounding the platforms.
DOI: 10.1594/pangaea.935843
title: Kerguelen Plateau sediment Drift, seismic reflection profile AWI-20200018

description: Field data (SEGD) of seismic reflection profile AWI-20200018 collected during project Kerguelen Plateau Sediment Drifts with RV Sonne cruise SO272 in 2020. Unprocessed data collected with 3000 m digital streamer, 4 GI-guns were used as seismic source every 25 m. See cruise report of SO272 and readme file 20200018_segd_info for further details on acquisition parameters.
DOI: 10.1594/pangaea.935752
title: Kerguelen Plateau sediment Drift, seismic reflection profile AWI-20200009

description: Field data (SEGD) of seismic reflection profile AWI-20200009 collected during project Kerguelen Plateau Sediment Drifts with RV Sonne cruise SO272 in 2020. Unprocessed data collected with 3000 m digital streamer, 4 GI-guns were used as seismic source every 25 m. See cruise report of SO272 and readme file 20200009_segd_info for further details on acquisition parameters.
DOI: 10.1594/pangaea.935840
title: Kerguelen Plateau sediment Drift, seismic reflection profile AWI-20200015

description: Field data (SEGD) of seismic reflection profile AWI-20200015 collected during project Kerguelen Plateau Sediment Drifts with RV Sonne cruise SO272 in 2020. Unprocessed data collected with 3000 m digital streamer, 4 GI-guns were used as seismic source every 25 m. See cruise report of SO272 and readme file 20200015_segd_info for further details on acquisition parameters.
DOI: 10.1594/pangaea.984610
title: Sedimentological, mineralogical, and biogeochemical characteristics in the Aleutian Trench and adjacent abyssal plains

description: To understand sedimentological, mineralogical and benthic biogeochemical characteristics of the Aleutian Trench study area, datasets of grain size fractions, porosity and density, ratio of quartz to plagioclase, total organic carbon (TOC), δ13C, Δ14C, Chlorophyll a (Chl a), total photopigments, hydrogen and oxygen indices (H- and O-indices), dissolved inorganic carbon (DIC), ammonium (NH4+), 210Pbex, 137Cs and 210Pbex inventory were analysed from retrieved marine sediment core collected from 13 different stations. The marine sediment cores were retrieved using a Multiple Corer (MUC) during the Aleutian Trench Biodiversity Studies (AleutBio) expedition (RV Sonne, SO293), which took place from 24/07/2022 to 06/09/2022. Retrieved sediment cores were generally sectioned in 1 cm intervals in the upper 10 cm of core depth, 2.5 cm intervals from 10-20 cm and ultimately 5 cm intervals for the remaining core interval. Sediment slices were generally stored at -20 °C until subsequent analysis. All measurements were processed following standardized protocols described in Sindlev et al. (in review) and provides a baseline for investigating benthic processes and depositional characteristics in the study area.
DOI: 10.1594/pangaea.935714
title: Kerguelen Plateau sediment Drift, seismic reflection profile AWI-20200004

description: Field data (SEGD) of seismic reflection profile AWI-20200004 collected during project Kerguelen Plateau Sediment Drifts with RV Sonne cruise SO272 in 2020. Unprocessed data collected with 3000 m digital streamer, 4 GI-guns were used as seismic source every 25 m. See cruise report of SO272 and readme file 20200004_segd_info for further details on acquisition parameters.
DOI: 10.1594/pangaea.935739
title: Kerguelen Plateau sediment Drift, seismic reflection profile AWI-20200007

description: Field data (SEGD) of seismic reflection profile AWI-20200007 collected during project Kerguelen Plateau Sediment Drifts with RV Sonne cruise SO272 in 2020. Unprocessed data collected with 3000 m digital streamer, 4 GI-guns were used as seismic source every 25 m. See cruise report of SO272 and readme file 20200007_segd_info for further details on acquisition parameters.
DOI: 10.1594/pangaea.935773
title: Kerguelen Plateau sediment Drift, seismic reflection profile AWI-202000011

description: Field data (SEGD) of seismic reflection profile AWI-20200011 collected during project Kerguelen Plateau Sediment Drifts with RV Sonne cruise SO272 in 2020. Unprocessed data collected with 3000 m digital streamer, 4 GI-guns were used as seismic source every 25 m. See cruise report of SO272 and readme file 20200011_segd_info for further details on acquisition parameters.
DOI: 10.1594/pangaea.935813
title: Kerguelen Plateau sediment Drift, seismic reflection profile AWI-20200014

description: Field data (SEGD) of seismic reflection profile AWI-20200014 collected during project Kerguelen Plateau Sediment Drifts with RV Sonne cruise SO272 in 2020. Unprocessed data collected with 3000 m digital streamer, 4 GI-guns were used as seismic source every 25 m. See cruise report of SO272 and readme file 20200014_segd_info for further details on acquisition parameters.
DOI: 10.1594/pangaea.935731
title: Kerguelen Plateau sediment Drift, seismic reflection profile AWI-20200003

description: Field data (SEGD) of seismic reflection profile AWI-20200003 collected during project Kerguelen Plateau Sediment Drifts with RV Sonne cruise SO272 in 2020. Unprocessed data collected with 3000 m digital streamer, 4 GI-guns were used as seismic source every 25 m. See cruise report of SO272 and readme file 20200003_segd_info for further details on acquisition parameters.
DOI: 10.1594/pangaea.935807
title: Kerguelen Plateau sediment Drift, seismic reflection profile AWI-20200012

description: Field data (SEGD) of seismic reflection profile AWI-20200012 collected during project Kerguelen Plateau Sediment Drifts with RV Sonne cruise SO272 in 2020. Unprocessed data collected with 3000 m digital streamer, 4 GI-guns were used as seismic source every 25 m. See cruise report of SO272 and readme file 20200012_segd_info for further details on acquisition parameters.
DOI: 10.1594/pangaea.935842
title: Kerguelen Plateau sediment Drift, seismic reflection profile AWI-20200017

description: Field data (SEGD) of seismic reflection profile AWI-20200017 collected during project Kerguelen Plateau Sediment Drifts with RV Sonne cruise SO272 in 2020. Unprocessed data collected with 3000 m digital streamer, 4 GI-guns were used as seismic source every 25 m. See cruise report of SO272 and readme file 20200017_segd_info for further details on acquisition parameters.
DOI: 10.1594/pangaea.934739
title: Kerguelen Plateau sediment Drift, seismic reflection profile AWI-20200002

description: Field data (SEGD) of seismic reflection profile AWI-20200002 collected during project Kerguelen Plateau Sediment Drifts with RV Sonne cruise SO272 in 2020. Unprocessed data collected with 3000 m digital streamer, 4 GI-guns were used as seismic source every 25 m. See cruise report of SO272 and readme file 20200002_segd_info for further details on acquisition parameters.
DOI: 10.1594/pangaea.935841
title: Kerguelen Plateau sediment Drift, seismic reflection profile AWI-20200016

description: Field data (SEGD) of seismic reflection profile AWI-20200016 collected during project Kerguelen Plateau Sediment Drifts with RV Sonne cruise SO272 in 2020. Unprocessed data collected with 3000 m digital streamer, 4 GI-guns were used as seismic source every 25 m. See cruise report of SO272 and readme file 20200016_segd_info for further details on acquisition parameters.
DOI: 10.1594/pangaea.965785
title: Multibeam bathymetry raw data (Kongsberg EM710 entire dataset) of RV SONNE during cruise SO292

description: Raw multibeam bathymetry data were collected aboard RV SONNE during cruise SO292 using a Kongsberg EM 710 multibeam echosounder. The expedition took place during 15.05.2022 – 21.06.2022 from Nouméa (New Caledonia) - Nouméa (New Caledonia) in the central Pacific Ocean. The main objective of SO292 was to analyse the sedimentology, the stratigraphy and the oceanography of the isolated carbonate platforms of the Queensland Plateau (NE Australia) within the ICECARB project. Data were recorded within the Australian EEZ. Sound velocity profiles (SVP) were applied on the data for calibration. Please see environmental data and the cruise report for details. The data are unprocessed and can therefore contain incorrect depth measurements (artifacts) if not further processed. Note that refraction errors may occur when no proper SVP is applied. Data provision is part of the DAM Underway Project and published according to the FAIR principles.
description: These data should not be used for navigational purposes.
DOI: 10.1594/pangaea.965787
title: Multibeam bathymetry raw data (Kongsberg EM 122 echosounder entire dataset) of RV SONNE during cruise SO292

description: Raw multibeam bathymetry data were collected aboard RV SONNE during cruise SO292 using a Kongsberg EM 122 multibeam echosounder. The expedition took place during 15.05.2022 – 21.06.2022 from Nouméa (New Caledonia) - Nouméa (New Caledonia) in the central Pacific Ocean. The main objective of SO292 was to analyse the sedimentology, the stratigraphy and the oceanography of the isolated carbonate platforms of the Queensland Plateau (NE Australia) within the ICECARB project. Data were recorded within the Australian EEZ. Sound velocity profiles (SVP) were applied on the data for calibration. Please see environmental data and the cruise report for details. The data are unprocessed and can therefore contain incorrect depth measurements (artifacts) if not further processed. Note that refraction errors may occur when no proper SVP is applied. Data provision is part of the DAM Underway Project and published according to the FAIR principles.
description: These data should not be used for navigational purposes.
DOI: 10.5281/zenodo.17736290
title: Rank-conditioned decision logic
DOI: 10.5281/zenodo.17736291
title: Rank-conditioned decision logic
DOI: 10.1594/pangaea.965788
title: Water column raw data (Kongsberg EM 122 entire dataset) of RV SONNE during cruise SO292

description: Raw water column data were collected aboard RV SONNE during cruise SO292 using a Kongsberg EM 122 multibeam echosounder. The expedition took place during 15.05.2022 – 21.06.2022 from Nouméa (New Caledonia) - Nouméa (New Caledonia) in the central Pacific Ocean. The main objective of SO292 was to analyse the sedimentology, the stratigraphy and the oceanography of the isolated carbonate platforms of the Queensland Plateau (NE Australia) within the ICECARB project. Data were recorded within the Australian EEZ. Sound velocity profiles (SVP) were applied on the data for calibration. Please see environmental data and the cruise report for details. The data are unprocessed and can therefore contain incorrect depth measurements (artifacts) if not further processed. Note that refraction errors may occur when no proper SVP is applied. Data provision is part of the DAM Underway Project and published according to the FAIR principles.
description: These data should not be used for navigational purposes.
DOI: 10.1594/pangaea.935733
title: Kerguelen Plateau sediment Drift, seismic reflection profile AWI-20200005

description: Field data (SEGD) of seismic reflection profile AWI-20200005 collected during project Kerguelen Plateau Sediment Drifts with RV Sonne cruise SO272 in 2020. Unprocessed data collected with 3000 m digital streamer, 4 GI-guns were used as seismic source every 25 m. See cruise report of SO272 and readme file 20200005_segd_info for further details on acquisition parameters.
DOI: 10.1594/pangaea.935751
title: Kerguelen Plateau sediment Drift, seismic reflection profile AWI-20200008

description: Field data (SEGD) of seismic reflection profile AWI-20200008 collected during project Kerguelen Plateau Sediment Drifts with RV Sonne cruise SO272 in 2020. Unprocessed data collected with 3000 m digital streamer, 4 GI-guns were used as seismic source every 25 m. See cruise report of SO272 and readme file 20200008_segd_info for further details on acquisition parameters.
DOI: 10.1594/pangaea.965786
title: Water column raw data (Kongsberg EM710 entire dataset) of RV SONNE during cruise SO292

description: Raw water column data were collected aboard RV SONNE during cruise SO292 using a Kongsberg EM 710 multibeam echosounder. The expedition took place during 15.05.2022 – 21.06.2022 from Nouméa (New Caledonia) - Nouméa (New Caledonia) in the central Pacific Ocean. The main objective of SO292 was to analyse the sedimentology, the stratigraphy and the oceanography of the isolated carbonate platforms of the Queensland Plateau (NE Australia) within the ICECARB project. Data were recorded within the Australian EEZ. Sound velocity profiles (SVP) were applied on the data for calibration. Please see environmental data and the cruise report for details. The data are unprocessed and can therefore contain incorrect depth measurements (artifacts) if not further processed. Note that refraction errors may occur when no proper SVP is applied. Data provision is part of the DAM Underway Project and published according to the FAIR principles.
description: These data should not be used for navigational purposes.
DOI: 10.1594/pangaea.935738
title: Kerguelen Plateau sediment Drift, seismic reflection profile AWI-20200006

description: Field data (SEGD) of seismic reflection profile AWI-20200006 collected during project Kerguelen Plateau Sediment Drifts with RV Sonne cruise SO272 in 2020. Unprocessed data collected with 3000 m digital streamer, 4 GI-guns were used as seismic source every 25 m. See cruise report of SO272 and readme file 20200006_segd_info for further details on acquisition parameters.
DOI: 10.1594/pangaea.935771
title: Kerguelen Plateau sediment Drift, seismic reflection profile AWI-202000010

description: Field data (SEGD) of seismic reflection profile AWI-20200010 collected during project Kerguelen Plateau Sediment Drifts with RV Sonne cruise SO272 in 2020. Unprocessed data collected with 3000 m digital streamer, 4 GI-guns were used as seismic source every 25 m. See cruise report of SO272 and readme file 20200010_segd_info for further details on acquisition parameters.