cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/zt598fsc7p
title: English 1 - Unit 1 - Greetings and Farewells

description: A didactic unit to teach language students how to introduce themselves in English
DOI: 10.15468/dl.z4p7h6
title: Occurrence Download

description: A dataset containing 29378 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prunus cerasus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 29378 records from 599 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008632-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/zt598fsc7p.1
title: English 1 - Unit 1 - Greetings and Farewells

description: A didactic unit to teach language students how to introduce themselves in English
DOI: 10.15468/dl.42uv96
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((3.36675557392649 42.79409548586402,4.157219704761047 42.79409548586402,4.157219704761047 43.58455961669857,3.36675557392649 43.58455961669857,3.36675557392649 42.79409548586402))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tursiops truncatus",
 "Year 2022-2026"
 ]
}

 The dataset includes 40 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005248-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.20351/29sg20210101_met
title: SARMIENTO DE GAMBOA 2021 meteorological data
title: 29SG20210101_met

description: Meteorological data acquired on board the R/V Sarmiento de Gamboa with a Campbell CR 1000 Station in continuous mode during 2021.
DOI: 10.20351/29sg20210101_sbe
title: SARMIENTO DE GAMBOA 2021 singlebeam data
title: 29SG20210101_sbe

description: Singlebeam data acquired on board the R/V Sarmiento de Gamboa with a Kongsberg EA 600 echosounder during 2021.
DOI: 10.15468/dl.v7kjga
title: Occurrence Download

description: A dataset containing 433 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senna trachypus",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 433 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005249-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yv57x2
title: Occurrence Download

description: A dataset containing 318 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polyura dolon"
 ]
}

 The dataset includes 318 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005250-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7p43qb
title: Occurrence Download

description: A dataset containing 53610 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is 2011",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Country is United Kingdom of Great Britain and Northern Ireland",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 53610 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005205-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.20351/29sg20210101_ts
title: SARMIENTO DE GAMBOA 2021 thermosalinograph data
title: 29SG20210101_ts

description: Sea surface temperature and salinity data acquired on board the R/V Sarmiento de Gamboa with a Seabird SB21 thermosalinograph in continuous mode during 2021.
DOI: 10.17632/sgv9w5ymsc
title: Tabel IO Provinsi Bengkulu Tahun 2024

description: The 2024 Bengkulu Province IO Table data is the result of adjustments and updates conducted using non-survey methods for research purposes. The limited availability of IO Tables makes national-level IO Tables more frequently used than regional IO Tables in both domestic and international research. Compiling IO Tables requires relatively large costs, time, and effort, so the available series of tables typically contain time reference conditions for observations that have long since elapsed since the research date. 
The non-survey updating method used is the RAS method. Although widely associated with updating input-output tables, the RAS method has deep roots in work in statistics and mathematics, with the key concept being to find a matrix that deviates least from the initial matrix while satisfying marginal constraints. The RAS method is a special case of the matrix adjustment problem known as double proportional balancing. Richard Stone and J. A. C. Brown of the University of Cambridge were the first to formally adapt and apply the double proportional iterative technique to update input-output coefficient matrices in an economic context in 1962. The goal was to adjust the coefficients of the transaction matrix of the input-output table from a base year to a target year when only marginal data (total output and total inputs by sector) for the target year were available. The RAS method is used to update the 2016 Bengkulu Province IO Table with 2024 data.
The initial step of the RAS method in this study is to create a hypothetical 2024 IO Table based on the 2016 structure (baseline IO), projected 2024 sectoral output data, and the distribution of 2024 GRDP expenditure (final demand). These data are then balanced using the RAS method, as the initial results are unbalanced. After the 2024 final output and demand projections are distributed following the 2016 structure, an imbalance between total output and total input is likely to emerge, necessitating balancing.
The RAS balancing steps begin with the initial technology matrix (from the 2016 IO table) and determine the initial target output (2024 IO table). Then, final demand and primary input are distributed from the old structure. Initialization is carried out by creating a diagonal matrix R for row adjustments (sectoral output) and a diagonal matrix S for column adjustments (sectoral input). Corrections are performed alternately for row and column adjustments over several iterations. The iteration process continues to be repeated until each element in the R and S vectors approaches 1.0000 and the difference between the total sectoral input and output is &lt; 0.0001.
DOI: 10.17632/sgv9w5ymsc.2
title: Tabel IO Provinsi Bengkulu Tahun 2024

description: The 2024 Bengkulu Province IO Table data is the result of adjustments and updates conducted using non-survey methods for research purposes. The limited availability of IO Tables makes national-level IO Tables more frequently used than regional IO Tables in both domestic and international research. Compiling IO Tables requires relatively large costs, time, and effort, so the available series of tables typically contain time reference conditions for observations that have long since elapsed since the research date. 
The non-survey updating method used is the RAS method. Although widely associated with updating input-output tables, the RAS method has deep roots in work in statistics and mathematics, with the key concept being to find a matrix that deviates least from the initial matrix while satisfying marginal constraints. The RAS method is a special case of the matrix adjustment problem known as double proportional balancing. Richard Stone and J. A. C. Brown of the University of Cambridge were the first to formally adapt and apply the double proportional iterative technique to update input-output coefficient matrices in an economic context in 1962. The goal was to adjust the coefficients of the transaction matrix of the input-output table from a base year to a target year when only marginal data (total output and total inputs by sector) for the target year were available. The RAS method is used to update the 2016 Bengkulu Province IO Table with 2024 data.
The initial step of the RAS method in this study is to create a hypothetical 2024 IO Table based on the 2016 structure (baseline IO), projected 2024 sectoral output data, and the distribution of 2024 GRDP expenditure (final demand). These data are then balanced using the RAS method, as the initial results are unbalanced. After the 2024 final output and demand projections are distributed following the 2016 structure, an imbalance between total output and total input is likely to emerge, necessitating balancing.
The RAS balancing steps begin with the initial technology matrix (from the 2016 IO table) and determine the initial target output (2024 IO table). Then, final demand and primary input are distributed from the old structure. Initialization is carried out by creating a diagonal matrix R for row adjustments (sectoral output) and a diagonal matrix S for column adjustments (sectoral input). Corrections are performed alternately for row and column adjustments over several iterations. The iteration process continues to be repeated until each element in the R and S vectors approaches 1.0000 and the difference between the total sectoral input and output is &lt; 0.0001.
DOI: 10.6084/m9.figshare.29244326
title: Dataset and code for "Male grasshoppers in roadside habitats have increased stridulatory sound-making organs"

description: This is the datasets and code used for analyses of "Male grasshoppers in roadside habitats have increased stridulatory sound-making organs".
DOI: 10.6084/m9.figshare.29244326.v2
title: Dataset and code for "Male grasshoppers in roadside habitats have increased stridulatory sound-making organs"

description: This is the datasets and code used for analyses of "Male grasshoppers in roadside habitats have increased stridulatory sound-making organs".
DOI: 10.6084/m9.figshare.29244326.v1
title: Dataset and code for "Male grasshoppers in roadside habitats have increased stridulatory sound-making organs

description: This is the datasets and code used for analyses of "Male grasshoppers in roadside habitats have increased stridulatory sound-making organs".
DOI: 10.15468/dl.urv6jc
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jupiaba yarina",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 37 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005251-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjvue4
title: Occurrence Download

description: A dataset containing 3358 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abutilon indicum",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 3358 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005252-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14469/hpc/15125
title: S8, MN15L/Def2-TZVPP, DCM, G = -3185.323194

description: Gaussian 16 (C01) calculation
DOI: 10.25549/usctheses-ouc11399news
title: I'll Play The Blues For You: Music As Sanctuary for Black Men
DOI: 10.15468/dl.p74h2s
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dilipa morgiana"
 ]
}

 The dataset includes 78 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005253-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9u29q6
title: Occurrence Download

description: A dataset containing 29050 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hydrocotyle ranunculoides",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 29050 records from 359 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005254-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57906/yfe9-7a59
title: Monthly Wages and Salary Survey - Great Britain
DOI: 10.5281/zenodo.18550262
title: Supplementary Material: A novel implementation of CCSD analytic gradients using Cholesky decomposition of the two-electron integrals and Abelian point-group symmetry

description: This dataset includes all initial geometries (in the Z-matrix format for the geometry optimizations of coronene and hexabenzocoronene; in the xyz format for azobenzene) and optimized geometries (also in the Z-matrix format, for coronene and hexabenzocoronene) in Angstrom used to test our CD-CCSD gradient implementation.
DOI: 10.5281/zenodo.18550263
title: Supplementary Material: A novel implementation of CCSD analytic gradients using Cholesky decomposition of the two-electron integrals and Abelian point-group symmetry

description: This dataset includes all initial geometries (in the Z-matrix format for the geometry optimizations of coronene and hexabenzocoronene; in the xyz format for azobenzene) and optimized geometries (also in the Z-matrix format, for coronene and hexabenzocoronene) in Angstrom used to test our CD-CCSD gradient implementation.
DOI: 10.15468/dl.b4kjp4
title: Occurrence Download

description: A dataset containing 1521 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Combretum leprosum",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1521 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005255-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/y482kp474z
title: diyixingyuanli

description: Heterogeneous Structures of ε-Ga2O3 and β-Ga2O3 on SiC Substrates
DOI: 10.17632/y482kp474z.1
title: diyixingyuanli

description: Heterogeneous Structures of ε-Ga2O3 and β-Ga2O3 on SiC Substrates
DOI: 10.17632/tsgwswdyz8
title: Submarine Groundwater Discharge: An Overlooked but Quantifiable Pathway for Microplastics Inputs to the Coastal Ocean

description: Data for "Submarine Groundwater Discharge: An Overlooked but Quantifiable Pathway for Microplastics Inputs to the Coastal Ocean"
DOI: 10.17632/tsgwswdyz8.1
title: Submarine Groundwater Discharge: An Overlooked but Quantifiable Pathway for Microplastics Inputs to the Coastal Ocean

description: Data for "Submarine Groundwater Discharge: An Overlooked but Quantifiable Pathway for Microplastics Inputs to the Coastal Ocean"
DOI: 10.15468/dl.g5hfv8
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polytremis discreta"
 ]
}

 The dataset includes 23 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005259-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/58rnncrgtn
title: research data

description: research data
DOI: 10.15468/dl.cm5v8w
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Knodus borki",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005257-260208012135463/datasets/export for details.
DOI: 10.17632/58rnncrgtn.1
title: research data

description: research data
DOI: 10.17632/czs8zmwkvs
title: research data

description: research data
DOI: 10.17632/czs8zmwkvs.1
title: research data

description: research data
DOI: 10.17632/rbh35h9nnc
title: A Hybrid Dataset of Blockchain Traceability Architectures in Palm Oil and Agri-Food Supply Chains with Technology Readiness Level (TRL) Assessments

description: This dataset contains bibliographic records and manual classifications for 154 peer-reviewed studies analyzing blockchain technology in the agri-food and palm oil supply chains. The data was collected from Scopus in December 2025 using a hybrid search strategy to support a systematic literature review and Technology Readiness Level (TRL) assessment. 

The dataset is organized into six CSV files representing two main groups:
- Core Set (Palm Oil Specific): Contains 14 studies, manually verified and split into primary technical studies (n=10) and secondary review papers (n=4).
- Context Set (Agri-Food Baseline): Contains 100 primary technical studies (selected via stratified sampling of the top 50 most-cited and top 50 most-recent papers) and 40 secondary review papers.

Each entry includes standard bibliographic metadata (Author, Title, Year, DOI) and custom analysis columns added by the authors:
- Category: Classification as Primary (Technical), Secondary (Review), or Irrelevant.
- TRL: Technology Readiness Level score (1-9) assigned based on the European Commission software scale.
- Platform: The specific blockchain protocol identified (e.g., Ethereum, Hyperledger Fabric).

This data supports the research article "Beyond the Hype: A Technology Readiness Level (TRL) Assessment of Blockchain Architectures for the Indonesian Palm Oil Supply Chain" (Daely et al., 2026). It provides a quantitative baseline for benchmarking the maturity of blockchain solutions against EUDR regulatory requirements.
DOI: 10.17632/rbh35h9nnc.1
title: A Hybrid Dataset of Blockchain Traceability Architectures in Palm Oil and Agri-Food Supply Chains with Technology Readiness Level (TRL) Assessments

description: This dataset contains bibliographic records and manual classifications for 154 peer-reviewed studies analyzing blockchain technology in the agri-food and palm oil supply chains. The data was collected from Scopus in December 2025 using a hybrid search strategy to support a systematic literature review and Technology Readiness Level (TRL) assessment. 

The dataset is organized into six CSV files representing two main groups:
- Core Set (Palm Oil Specific): Contains 14 studies, manually verified and split into primary technical studies (n=10) and secondary review papers (n=4).
- Context Set (Agri-Food Baseline): Contains 100 primary technical studies (selected via stratified sampling of the top 50 most-cited and top 50 most-recent papers) and 40 secondary review papers.

Each entry includes standard bibliographic metadata (Author, Title, Year, DOI) and custom analysis columns added by the authors:
- Category: Classification as Primary (Technical), Secondary (Review), or Irrelevant.
- TRL: Technology Readiness Level score (1-9) assigned based on the European Commission software scale.
- Platform: The specific blockchain protocol identified (e.g., Ethereum, Hyperledger Fabric).

This data supports the research article "Beyond the Hype: A Technology Readiness Level (TRL) Assessment of Blockchain Architectures for the Indonesian Palm Oil Supply Chain" (Daely et al., 2026). It provides a quantitative baseline for benchmarking the maturity of blockchain solutions against EUDR regulatory requirements.
DOI: 10.15468/dl.8576jx
title: Occurrence Download

description: A dataset containing 27016 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ludwigia peploides",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 27016 records from 687 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005258-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/v6jdx8wkzf
title: The preparation of fireproof materials for coal pillars with the principle of "blocking first and then sealing"

description: 程序升温实验、红外实验、材料实验
DOI: 10.17632/v6jdx8wkzf.1
title: The preparation of fireproof materials for coal pillars with the principle of "blocking first and then sealing"

description: 程序升温实验、红外实验、材料实验
DOI: 10.20351/29sg20200101_sbe
title: SARMIENTO DE GAMBOA 2020 thermosalinograph data
title: 29SG20200101_ts

description: Sea surface temperature and salinity data acquired on board the R/V Sarmiento de Gamboa with a Seabird SB21 thermosalinograph in continuous mode during 2020.
DOI: 10.13140/rg.2.2.20560.16646
title: My Library -Maria Dalamagka
DOI: 10.20351/29sg20200101_ts
title: SARMIENTO DE GAMBOA 2020 thermosalinograph data
title: 29SG20200101_ts

description: Sea surface temperature and salinity data acquired on board the R/V Sarmiento de Gamboa with a Seabird SB21 thermosalinograph in continuous mode during 2020.
DOI: 10.5281/zenodo.18591310
title: Theoretical Priors and Processed Band Data for Automated ARPES Reconstruction of RbTi3Bi5 and Au111

description: This dataset contains the theoretical results and pre-processed band structures for the kagome-lattice compound RbTi3Bi5, supporting the automated band reconstruction framework described in our study.

The repository is organized into two primary components:





Theoretical Priors: Raw eigenvalues and band structures obtained via first-principles Density Functional Theory (DFT) calculations. These results characterize the intrinsic electronic structure of RbTi3Bi5 and serve as the physical ground truth for experimental alignment.




Processed Datasets: Theoretically derived bands that have undergone coordinate transformation and momentum scaling. These datasets are specifically formatted for direct integration into the Band Structure Fidelity Index (BSFI) and the Markov Random Field (MRF) optimization model.



Usage Note: These data allow researchers to reproduce the energy-momentum alignment and the subsequent band extraction process for \ce{RbTi3Bi5} ARPES spectra. Users can leverage these priors to test different reconstruction hyperparameters or apply similar physics-informed algorithms to related kagome systems.