cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15095311
title: Global Nuclear Reactor Construction Market 2025 To 2034

description: Nuclear Reactor Construction Market Size, Trends and Insights By Reactor Type (Pressurized Water Reactor (PWR) and Pressurized Heavy Water Reactor (PHWR), Boiling Water Reactor (BWR), High-temperature Gas Cooled Reactor (HTGCR)., Liquid Metal Fast Breeder Reactor (LMFBR)), By Service (Equipment, Installation), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

Global Nuclear Reactor Construction Market was valued at USD 7.73 Billion in 2025 and is expected to reach USD 9.51 Billion by 2034, at a CAGR of 2.47% during the forecast period 2025 – 2034.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=68238
DOI: 10.15468/dl.6g25wm
title: Occurrence Download

description: A dataset containing 4970 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ranoidea australis (Gray, 1842)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4970 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003634-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dakyfy
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhacophorus pseudomalabaricus Vasudevan & Dutta, 2000",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 68 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003635-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.svwp5z
title: Occurrence Download

description: A dataset containing 379245 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "DatasetKey is Coordinated Waterbird Counts"
 ]
}

 The dataset includes 379245 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003624-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wnydf6
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhacophorus pseudomalabaricus Vasudevan & Dutta, 2000",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 68 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003636-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qm2zka
title: Occurrence Download

description: A dataset containing 280 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((30.0516 50.25227,30.23857 50.25227,30.23857 50.33928,30.0516 50.33928,30.0516 50.25227))",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (EX, EW, CR, EN, VU, NT)",
 "License is one of (CC-BY-NC 4.0, CC-BY 4.0, CC0 1.0)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 280 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003637-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14699304
title: Supplementary Data for Heterophyllin B: Combining Isotropic and Anisotropic NMR for the Conformational Analysis of a Natural Occuring Cyclic Peptide

description: Additional data for the research paper titled:

"Heterophyllin B: Combining Isotropic and Anisotropic NMR for the Conformational Analysis of a Natural Occuring Cyclic Peptide"

 

Output data from Computational Methods:



CREST input and output files for all possible proline cis/trans isomers starting strucutres, plus constraint simulation for some isomers to obtain better starting structures

CENSO output file for the cis-trans-trans proline isomer.

ORCA output files for GIAO-DFT calculation of CENSO determined ensemble (13 conformers).


 

NMR raw spectra from TopSpin.



Spectra used for the assignment

Spectra useed for amide proton temperature coefficents

Spectra used for RDC/RCSA measurement.
DOI: 10.5281/zenodo.14699305
title: Supplementary Data for Heterophyllin B: Combining Isotropic and Anisotropic NMR for the Conformational Analysis of a Natural Occuring Cyclic Peptide

description: Additional data for the research paper titled:

"Heterophyllin B: Combining Isotropic and Anisotropic NMR for the Conformational Analysis of a Natural Occuring Cyclic Peptide"

 

Output data from Computational Methods:



CREST input and output files for all possible proline cis/trans isomers starting strucutres.

CENSO output file for the cis-trans-trans proline isomer.

ORCA output files for GIAO-DFT calculation of CENSO determined ensemble (13 conformers).


 

NMR raw spectra from TopSpin.



Spectra used for the assignment

Spectra useed for temperature coefficents

Spectra used for RDC/RCSA measurement.
DOI: 10.5281/zenodo.15083813
title: Supplementary Data for Heterophyllin B: Combining Isotropic and Anisotropic NMR for the Conformational Analysis of a Natural Occuring Cyclic Peptide

description: Additional data for the research paper titled:

"Heterophyllin B: Combining Isotropic and Anisotropic NMR for the Conformational Analysis of a Natural Occuring Cyclic Peptide"

 

Output data from Computational Methods:



CREST input and output files for all possible proline cis/trans isomers starting strucutres, plus constraint simulation for some isomers to obtain better starting structures

CENSO output file for the cis-trans-trans proline isomer.

ORCA output files for GIAO-DFT calculation of CENSO determined ensemble (13 conformers).


 

NMR raw spectra from TopSpin.



Spectra used for the assignment

Spectra useed for amide proton temperature coefficents

Spectra used for RDC/RCSA measurement.
DOI: 10.15468/dl.yrtstx
title: Occurrence Download

description: A dataset containing 1061806 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-164.57745 -61.15677,-24.39619 -61.15677,-24.39619 75.69175,-164.57745 75.69175,-164.57745 -61.15677))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hesperiidae"
 ]
}

 The dataset includes 1061806 records from 343 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003623-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60656/774025d217e34fd0
title: Custom collection of categorize, classification, disdrometer, drizzle, droplet effective radius, and 7 other products from Lindenberg on 27 Mar 2025
DOI: 10.15468/dl.x6e9ft
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Ambrosia sandersonii S.L.Welsh"
 ]
}

 The dataset includes 25 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003639-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17028/rd.lboro.28675661
title: Supplementary information for "The influence of healthy lifestyle technologies on young people’s physical activity participation and health learning: A systematic review"

description: Supplementary files for article "The influence of healthy lifestyle technologies on young people’s physical activity participation and health learning: a systematic review"<br>Healthy lifestyle technologies (HLT) have gained popularity in young people’s daily lives, but the long-term effect of these technologies on their physical activity (PA) participation and health learning is unclear. This systematic review (a) explores the effect of HLT use on the PA participation and health learning of young people (aged 13–18), and (b) determines whether the effects were long-term and/or sustainable. Literature searches were conducted in five databases to identify studies published in academic journals in English between 2011 to 2022 which explored young people’s use of HLT to support their PA participation and health learning. Twenty-six studies were identified. The reported impact of these technologies focused on three dimensions: behavior change, psychological responses, and facilitators and barriers to HLT use. This review concluded that HLT can have positive short-term effects on young people’s PA participation and health learning, but the long term or sustainable influence remains inconclusive.© The Author(s) CC BY-NC-ND 4.0
DOI: 10.17028/rd.lboro.28675661.v1
title: Supplementary information for "The influence of healthy lifestyle technologies on young people’s physical activity participation and health learning: A systematic review"

description: Supplementary files for article "The influence of healthy lifestyle technologies on young people’s physical activity participation and health learning: a systematic review"<br>Healthy lifestyle technologies (HLT) have gained popularity in young people’s daily lives, but the long-term effect of these technologies on their physical activity (PA) participation and health learning is unclear. This systematic review (a) explores the effect of HLT use on the PA participation and health learning of young people (aged 13–18), and (b) determines whether the effects were long-term and/or sustainable. Literature searches were conducted in five databases to identify studies published in academic journals in English between 2011 to 2022 which explored young people’s use of HLT to support their PA participation and health learning. Twenty-six studies were identified. The reported impact of these technologies focused on three dimensions: behavior change, psychological responses, and facilitators and barriers to HLT use. This review concluded that HLT can have positive short-term effects on young people’s PA participation and health learning, but the long term or sustainable influence remains inconclusive.© The Author(s) CC BY-NC-ND 4.0
DOI: 10.5281/zenodo.15095336
title: Global Regenerative Thermal Oxidizer Market 2025 To 2034

description: Regenerative Thermal Oxidizer Market Size, Trends and Insights By Product Type (Single bed regenerative thermal oxidizer, Double bed regenerative thermal oxidizer, Triple bed regenerative thermal oxidizer), By Industry (Automotive, Chemical, Coating and Printing Industry, Electrical & Electronics, Food & Beverage, Mining), By Vertical (SCR (Selective Catalytic Reduction) Devices, Thermal Exhaust Gas Cleaning), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

Global Regenerative Thermal Oxidizer Market was valued at USD 13.01 Billion in 2025 and is expected to reach USD 19.43 Billion by 2034, at a CAGR of 4.28% during the Forecast period 2025 – 2034.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=68232
DOI: 10.5281/zenodo.15095337
title: Global Regenerative Thermal Oxidizer Market 2025 To 2034

description: Regenerative Thermal Oxidizer Market Size, Trends and Insights By Product Type (Single bed regenerative thermal oxidizer, Double bed regenerative thermal oxidizer, Triple bed regenerative thermal oxidizer), By Industry (Automotive, Chemical, Coating and Printing Industry, Electrical & Electronics, Food & Beverage, Mining), By Vertical (SCR (Selective Catalytic Reduction) Devices, Thermal Exhaust Gas Cleaning), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

Global Regenerative Thermal Oxidizer Market was valued at USD 13.01 Billion in 2025 and is expected to reach USD 19.43 Billion by 2034, at a CAGR of 4.28% during the Forecast period 2025 – 2034.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=68232
DOI: 10.15468/dl.shzffp
title: Occurrence Download

description: A dataset containing 2874979 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IND",
 "TaxonKey is Ardeidae"
 ]
}

 The dataset includes 2874979 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003626-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a8qc7m
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brunei Darussalam",
 "Geometry POLYGON((114.90551 6.93211,109.74684 4.16137,108.19104 -2.13951,121.785 -7.75937,125.306 -6.29657,128.09005 -0.41366,129.28316 3.83545,114.90551 6.93211))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2006-2006"
 ]
}

 The dataset includes 80 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003640-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15095361
title: Global Organoids and Spheroids Market 2025 To 2034

description: Organoids and Spheroids Market Size, Trends and Insights By Organoids Type (Neural Organoids, Hepatic Organoids, Intestinal Organoids, Other Organoids), By Spheroids Type (Multicellular Tumor Spheroids (MCTS), Neurospheres, Mammospheres, Hepatospheres, Embryoid Bodies), By Organoids Source (Primary Tissues, Stem Cells), By Spheroids Source (Cell Line, Primary Cell, iPSCs Derived Cells), By End User (BioSource and Pharmaceutical Industries, Academic & Research Institutes, Hospitals and Diagnostic Centers), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

Global Organoids and Spheroids Market was valued at USD 1743.55 Million in 2025 and is expected to reach USD 3486.91 Million by 2034, at a CAGR of 15.63% during the forecast period 2025 – 2034.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=68228
DOI: 10.5281/zenodo.15095362
title: Global Organoids and Spheroids Market 2025 To 2034

description: Organoids and Spheroids Market Size, Trends and Insights By Organoids Type (Neural Organoids, Hepatic Organoids, Intestinal Organoids, Other Organoids), By Spheroids Type (Multicellular Tumor Spheroids (MCTS), Neurospheres, Mammospheres, Hepatospheres, Embryoid Bodies), By Organoids Source (Primary Tissues, Stem Cells), By Spheroids Source (Cell Line, Primary Cell, iPSCs Derived Cells), By End User (BioSource and Pharmaceutical Industries, Academic & Research Institutes, Hospitals and Diagnostic Centers), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

Global Organoids and Spheroids Market was valued at USD 1743.55 Million in 2025 and is expected to reach USD 3486.91 Million by 2034, at a CAGR of 15.63% during the forecast period 2025 – 2034.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=68228
DOI: 10.15468/dl.4cwdrr
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Ambrosia scabra Hook. & Arn."
 ]
}

 The dataset includes 48 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003641-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3pk8w6
title: Occurrence Download

description: A dataset containing 58189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinella marina (Linnaeus, 1758)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 58189 records from 402 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003638-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.27rhtf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lucanus cervus (Linnaeus, 1758))",
 "Year is not null",
 "Year is one of (2023)",
 "HasCoordinate is TRUE",
 "DecimalLatitude is greater than or equal to 48.36815714509501",
 "DecimalLatitude is less than or equal to 48.528705851218234",
 "DecimalLongitude is greater than or equal to 9.262312305881835",
 "DecimalLongitude is less than or equal to 9.574177348561932",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003643-250325103851331/datasets/export for details.
DOI: 10.6084/m9.figshare.28615130
title: "Supplementary Dataset: Transcripts of Junior Educators’ Interviews on Their Experience in an Advanced Eye Care Centre After Faculty Development Training"

description: The study utilized verbatim interview transcripts derived from semi-structured interviews with 16 participants. Audio recordings were transcribed manually and anonymized to protect participant identity. The transcripts have been analyzed thematically and are available as supplementary materials in .txt format. Ethical approval was obtained from [Institutional Review Board], and all participants provided written consent for their responses to be transcribed and used in research.
DOI: 10.15468/dl.p9hcq7
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((71.94904 52.92291,72.94111 52.95863,72.85852 53.48976,71.94153 53.51103,71.94904 52.92291))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 44 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003645-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/mdft-g866
title: Double Attention LSTM and LKSDEC

description: RAN Slicing (RS) is a 6G Radio Access Network technology for resource allocation that meets the diverse needs of users. The current surge in traffic across vertical services requires a paradigm capable of handling unpredictability in a stochastic environment. This paper follows a sequential approach to address the differing needs in RS. We propose an extended application powered by a Double Deep Q Network (DDQN) to instantiate an Apprentice Agent (AA) that serves users based on on-demand requests. To reduce the AA instantiation time, we utilize a novel graph learning action space reduction technique known as the Laplacian Kernel Function, Spectrum Graph Drawing, and Edge Cover (LKSDEC) to identify the optimal link for instantiating the AA. We then leverage the transfer learning approach to transfer the weights from the Master Actor Proximal Policy Optimization (MAPPO) to the AA, enabling resource allocation to users. Additionally, to enhance the policy learning of MAPPO, we deploy a double attention Long Short-Term Memory model to improve the performance of MAPPO. Our results, in terms of data rate, latency, and queuing cost, show a 20\% improvement compared to the Advantage Actor-Critic, Deep Deterministic Policy Gradient, and DDQN state-of-the-art approaches.
DOI: 10.15468/dl.b8me8d
title: Occurrence Download

description: A dataset containing 285 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinoderma darwinii Duméril & Bibron, 1841",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 285 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003647-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2g1whx
title: CCDC 2265929: Experimental Crystal Structure Determination

description: Related Article: lingyan zhao|2023|CSD Communication|||
description: Related Article: Lingyan Zhao, Dianwei Zhang, Shengnan Wang, Yuanchen Ma, Fenghuan Wang|2025|Spectrochim.Acta,Part A|337|126089|doi:10.1016/j.saa.2025.126089
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.vzpm93
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Nemalion elminthoides (Velley) Batters"
 ]
}

 The dataset includes 184 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003648-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.