cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7799/3009153
title: Biomass for Carbon Removal and Storage (BiCRS) Counterfactual Decision Tree

description: Counterfactual is the term used to describe a "business-as-usual" scenario which used as a baseline to compare against a new project, allowing the calculation of net impacts for a life cycle analysis (LCA). The choice of counterfactual is critical for determining the results from LCA and must be carefully justified to ensure a fair and accurate comparison. Using forest residues as an example, this decision tree illustrates decision points to be considered for sustainable biomass sourcing and provides a framework for estimating the carbon emissions or storage under the "business-as-usual” scenarios for biomass otherwise destined for use in Biomass for Carbon Removal and Storage (BiCRS) projects.
DOI: 10.57780/esa-6d202e9
title: Global δ13C(CH4) Source Signatures

description: This dataset provides monthly gridded δ13C(CH₄) isotopic signatures (‰ vs V-PDB) for five methane emission sectors: Agricultural Waste (AGW), Fossil Fuel Geological (FFG), Biomasswetland (NAT), and Wetlands (WET), and their subsequent sub-sectors, at 1°×1° spatial resolution for the period 1998–2022. Each sector file contains monthly flux-weighted δ13C(CH₄)prior CH₄ emissions used in the Global Methane Budget inversion protocol (Martinez et al., 2024), EDGARv8 (Crippa et al., 2023), and GFED4s (van Wees et al., 2022). Sub-sector δ13C-Cfrom recent literature (Lan et al., 2021; Menoud et al., 2022; Oh et al., 2022; Thompson et al., 2018; Etiope et al., 2019; Sansone et al., 2001). The dataset also includes uncertainty comaggregation (σagg), and total (σtotal), expressed in ‰ vs V-PDB. Data are suitable for use in atmospheric inversion and isotope modeling frameworks.
DOI: 10.25574/28052
title: Chandra X-ray Observatory ObsId 28052

description: The Shifting Crab Jet
DOI: 10.5281/zenodo.18019118
title: LINF_300024600

description: Zinc finger (C2H2-type)-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.18019119
title: LINF_300024600

description: Zinc finger (C2H2-type)-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.23642/usn.5139901
title: Haukeli, soil temperatures, 5 cm

description: DATASET MIGRATED FROM FIGSHARE: Soil temperatures at 5 cm depth measured from October 2011 until July 2014. Details are in the attached readme file and include coordinates and elevations for the individual plots.
DOI: 10.23642/usn.5139901/kvbof8
title: readme-Haukeli soil temps 5 cm.txt

description: readme-Haukeli soil temps 5 cm.txt
DOI: 10.23642/usn.5139901/ypo1io
title: Haukeli soil temps 5 cm 2011-2014.txt

description: Haukeli soil temps 5 cm 2011-2014.txt
DOI: 10.15468/dl.d4qjzf
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.28_1",
 "TaxonKey is Caragana aurantiaca"
 ]
}

 The dataset includes 42 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063040-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3cwhws
title: Occurrence Download

description: A dataset listing the 3778 species recorded in GBIF matching the query:
{
 "PublishingOrg" : [
 "is one of (e5150835-f502-424c-b470-24dd496b1b18, cadfe257-a0d1-4106-9f9f-77ab1dcf1349)"
 ]
}

 The dataset's 3778 records were derived from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063034-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23642/usn.5139943
title: Haukeli, soil temperatures, 30 cm

description: DATASET MIGRATED FROM FIGSHARE: Soil temperature measurements from October 2011 until July 2014 recorded at 30 cm depth. Detailed information is in the attached readme file.
DOI: 10.23642/usn.5139943/t1lse5
title: Haukeli soil temps 30 cm 2011-2014.txt

description: Haukeli soil temps 30 cm 2011-2014.txt
DOI: 10.23642/usn.5139943/ihst6f
title: readme-Haukeli soil temps 30 cm.txt

description: readme-Haukeli soil temps 30 cm.txt
DOI: 10.5281/zenodo.17979993
title: PoDIUM-Dataset-UC3-2025

description: Use Case 3 explores the benefits of a cooperative traffic management system that enables vehicles, road users, and road operators to collaboratively improve safety and traffic efficiency on high-speed road corridors. The focus is on generating and distributing real-time traffic management strategies—such as speed adaptation, distance keeping, lane avoidance, and hazard warnings—based on a comprehensive, real-time traffic status overview for each road section. This overview is produced by a hybrid Physical and Digital Infrastructure (PDI) that integrates internal traffic-management data with external inputs from vehicles and roadside perception systems.

UC3 considers scenarios related to daily commuting traffic supported by traffic management, as well as safety incidents occurring in cross-border contexts, where service continuity and resilience are critical. Particular attention is given to addressing challenges caused by cellular network interruptions during roaming between international operators.  

Two test locations were used for capturing the datasets:1. C32 highway with real traffic, Barcelona (Autopistas Future Road Lab testbed): The tests involved two Connected Vehicles (CVs) receiving traffic and manoeuvre recommendations from the Traffic Management Centre via in-vehicle HMIs, allowing drivers to react accordingly. Safety-related incident scenarios and cross-border scenarios were tested here. Additionally, Vulnerable Road User (VRU) protection (e.g. relevant in areas where passengers board the CAV, such as shuttle stops) were tested through collision risk alerts.  2. UTAC closed circuit, Paris: Automated driving capabilities were tested through the inclusion of a Connected and Automated Vehicle (CAV) operating at motorway speeds and autonomously responding to received recommendations. Finally, an on-demand shuttle service with the CAV shuttle was demonstrated targeting commuter clients, illustrating how cooperative traffic management can support new mobility services and integrated transport offerings.

The definitive tests to obtain the KPIs were performed in October-November 2025 on the multiple dates dates, with the most prominent ones being: 3-7.11.2025 (UTAC) and 13.11.2025 (final tests C32). The final demonstration of UC3 was conducted on 20.11.2025. This data package contains all logs, a README guide to the structure of the data logs, and the computation methods to obtain the KPI results.
DOI: 10.5281/zenodo.17979992
title: PoDIUM-Dataset-UC3-2025

description: Use Case 3 explores the benefits of a cooperative traffic management system that enables vehicles, road users, and road operators to collaboratively improve safety and traffic efficiency on high-speed road corridors. The focus is on generating and distributing real-time traffic management strategies—such as speed adaptation, distance keeping, lane avoidance, and hazard warnings—based on a comprehensive, real-time traffic status overview for each road section. This overview is produced by a hybrid Physical and Digital Infrastructure (PDI) that integrates internal traffic-management data with external inputs from vehicles and roadside perception systems.

UC3 considers scenarios related to daily commuting traffic supported by traffic management, as well as safety incidents occurring in cross-border contexts, where service continuity and resilience are critical. Particular attention is given to addressing challenges caused by cellular network interruptions during roaming between international operators.  

Two test locations were used for capturing the datasets:1. C32 highway with real traffic, Barcelona (Autopistas Future Road Lab testbed): The tests involved two Connected Vehicles (CVs) receiving traffic and manoeuvre recommendations from the Traffic Management Centre via in-vehicle HMIs, allowing drivers to react accordingly. Safety-related incident scenarios and cross-border scenarios were tested here. Additionally, Vulnerable Road User (VRU) protection (e.g. relevant in areas where passengers board the CAV, such as shuttle stops) were tested through collision risk alerts.  2. UTAC closed circuit, Paris: Automated driving capabilities were tested through the inclusion of a Connected and Automated Vehicle (CAV) operating at motorway speeds and autonomously responding to received recommendations. Finally, an on-demand shuttle service with the CAV shuttle was demonstrated targeting commuter clients, illustrating how cooperative traffic management can support new mobility services and integrated transport offerings.

The definitive tests to obtain the KPIs were performed in October-November 2025 on the multiple dates dates, with the most prominent ones being: 3-7.11.2025 (UTAC) and 13.11.2025 (final tests C32). The final demonstration of UC3 was conducted on 20.11.2025. This data package contains all logs, a README guide to the structure of the data logs, and the computation methods to obtain the KPI results.
DOI: 10.5281/zenodo.18019054
title: Open Data_The Role of AI-Driven Personalization in Influencing Generation Z's Purchase Intention on Social Commerce Platforms
DOI: 10.5281/zenodo.18019055
title: Open Data_The Role of AI-Driven Personalization in Influencing Generation Z's Purchase Intention on Social Commerce Platforms
DOI: 10.5281/zenodo.18019082
title: agalinis_reflexidens_spades_01.fasta.gz
DOI: 10.5281/zenodo.18019083
title: agalinis_reflexidens_spades_01.fasta.gz
DOI: 10.25824/redu/yuwjee
title: Replication data for: Nanoscale band gap modulation and Dual Moiré superlattices of hexagonal boron nitride weakly coupled to graphite

description: This dataset contains all the data used in the publication. It includes: STM images, STM spectra and other data. Van der Waals (vdW) materials, such as hexagonal boron nitride (h-BN), are highly promising for applications in optoelectronics and quantum technologies. When assembled into heterostructures, h-BN can form moiré superlattices, enabling the engineering of electronic and optical properties by varying the interlayer twist angle. However, understanding the nanoscale interplay between moiré patterns and electronic properties such as the band gap or work function, particularly in optically active h-BN structures, remains a challenge. Here, we use the atomic-scale precision of scanning tunneling microscopy (STM) to uncover the role of moiré superlattices in the electronic properties of a weakly coupled h-BN/Graphite heterostructure. Our STM study reveals large moiré patterns (14.8–18.3 nm periodicity) on the surface, implying slight local variations in the h-BN/Graphite stacking throughout the sample. Spectroscopic measurements show significant modulations of 330 meV in the local work function and 170 meV in the band gap within a moiré unit cell, which are comparable to h-BN/metallic interfaces. Additionally, we identify dual moiré superlattices in twisted homobilayers of h-BN/Graphite, offering an extra degree of freedom to tune the heterostructure’s properties. These findings suggest that moiré engineering in h-BN-based systems could lead to a range of effects, including exciton broadening, twist-tunable defect luminescence, and the theoretically predicted trapping of excitons within the moiré landscape. Furthermore, this tunability may also affect adjacent layered materials, providing a versatile platform for tailoring the electronic and optical properties of h-BN and its van der Waals heterostructures.
DOI: 10.82312/yeuiqg
title: 10-year Progression of Diabetic Retinopathy. Identification of Signs and Surrogate outcomes (PROGRESS 10)

description: PROGRESS 10, 10-year Progression of Diabetic Retinopathy: Identification of Signs 
and Surrogate Outcomes (https://clinicaltrials.gov/study/NCT04650165). It is a 
continuation of the PROGRESS study in which the included participants are monitored for an additional 5-year period. This Dataset consists of demographic and diagnostic data of the participants selected for analysis in open readable tabular text file format, and of imaging data of Spectral Optical Coherence Tomography (SD-OCT) data and Colour Fundus Photography (CFP). All imaging data is provided using the open standard for medical imaging DICOM (Digital Imaging and Communications in Medicine).
DOI: 10.5281/zenodo.14588201
title: Tara Mission Microbiomes metabarcoding 18S V4 ASVs (dada2)

description: This repository contains datasets describing the DADA2 ASVs generated from Tara Mission Microbiomes 18S V4 rDNA MM-OMICS data. The ASVs were generated using the nf-core workflow ampliseq. Please refer to the readme file (README.html) for more details.
description: We wish to thank the Tara Ocean Foundation, the SV Tara crew and all those who participate in Mission Microbiomes AtlantECO and adopt its Data Sharing & Publication Best Practices (https://zenodo.org/communities/mission-microbiomes-atlanteco/).

This publication has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 862923 (project AtlantECO). This output reflects only the author’s view and the European Union cannot be held responsible for any use that may be made of the information contained therin.

We are keen to thank the commitment of the following institutions for their financial and scientific support that made Mission Microbiomes AtlantECO possible: Stazione Zoologica Anton Dohrn, European Bioinformatics Institute (EMBL-EBI), Centre national de la recherche scientifique (CNRS),  Centre  National  de  Séquençage  (CNS,  Genoscope), agnès  b.,  BIC,  Capgemini  Engineering, Fondation  Groupe  EDF,  Compagnie  Nationale  du  Rhône,  L'Oréal,  Biotherm,  Région  Bretagne,  Lorient Agglomération,  Billerudkorsnas,  Havas  Paris,  Fondation  Rothschild,  Office  Français  de  la  Biodiversité, AmerisourceBergen, Philgood Foundation, UNESCO-IOC, Etienne Bourgois.
DOI: 10.5281/zenodo.14588202
title: Tara Mission Microbiomes metabarcoding 18S V4 ASVs (dada2)

description: This repository contains datasets describing the DADA2 ASVs generated from Tara Mission Microbiomes 18S V4 rDNA MM-OMICS data. The ASVs were generated using the nf-core workflow ampliseq. Please refer to the readme file (README.html) for more details.
description: We wish to thank the Tara Ocean Foundation, the SV Tara crew and all those who participate in Mission Microbiomes AtlantECO and adopt its Data Sharing & Publication Best Practices (https://zenodo.org/communities/mission-microbiomes-atlanteco/).

This publication has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 862923 (project AtlantECO). This output reflects only the author’s view and the European Union cannot be held responsible for any use that may be made of the information contained therin.

We are keen to thank the commitment of the following institutions for their financial and scientific support that made Mission Microbiomes AtlantECO possible: Stazione Zoologica Anton Dohrn, European Bioinformatics Institute (EMBL-EBI), Centre national de la recherche scientifique (CNRS),  Centre  National  de  Séquençage  (CNS,  Genoscope), agnès  b.,  BIC,  Capgemini  Engineering, Fondation  Groupe  EDF,  Compagnie  Nationale  du  Rhône,  L'Oréal,  Biotherm,  Région  Bretagne,  Lorient Agglomération,  Billerudkorsnas,  Havas  Paris,  Fondation  Rothschild,  Office  Français  de  la  Biodiversité, AmerisourceBergen, Philgood Foundation, UNESCO-IOC, Etienne Bourgois.
DOI: 10.7799/3009155
title: Biomass for Carbon Removal and Storage (BiCRS) Biomass and Bioproduct Data Table

description: The Biomass for Carbon Removal and Storage (BiCRS) Biomass and Bioproduct Data Table was generated using data from biomass and bioproducts (i.e., biochar, pyrolysis oil) supplied by BiCRS project developers. Data was obtained via analytical characterization methodologies listed in the document at the National Laboratory of the Rockies.
DOI: 10.15468/dl.d7uwjk
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.28_1",
 "TaxonKey is Caragana bongardiana"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063041-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7937/n930-bm78
title: Annotations for Combination Chemotherapy and Surgery in Treating Young Patients With Wilms Tumor (AREN0534-Tumor-Annotations)
title: AREN0534-Tumor-Annotations

description: This dataset contains image annotations derived from the NCI Clinical Trial "Combination Chemotherapy and Surgery in Treating Young Patients With Wilms Tumor (AREN0534)”.  The key objective of this project is to generate a large and highly curated imaging dataset of pediatric Wilms tumor patients with annotations suitable for cancer researchers and AI developers.

Annotation Protocol
For each patient, every DICOM Study and DICOM Series was reviewed to identify and annotate the clinically relevant time points and sequences. In a typical patient the following time points will be annotated:

Pre-surgical CT chest and CT/MRI abdomen
CT chest and/or CT/MRI abdomen at 6 weeks
Possible CT/MRI abdomen at 12 weeks. 
Any negative imaging included past 12 weeks was annotated as negative. If any included imaging past 12 weeks is positive for tumor, the last positive exam was annotated. 
In a typical patient the following annotation rules were followed:

The primary renal tumor(s) were annotated on the post-contrast axial series. Normal renal parenchyma were excluded. 
A maximum of 5 lesions were annotated per patient scan (timepoint); no more than 2 per organ. The same 5 lesions were annotated at each time point.  RECIST 1.1 principles were followed for lesion annotation, however, if <5 lesions measuring >1 cm were present, then smaller lesions were annotated, again up to 2 lesions per organ or 5 lesions per patient scan. Bone lesions were included if other lesions were not present. 
Lesions were labeled separately.
Seed points were automatically generated but reviewed by a radiologist.
At each time point:

A seed point (kernel) was created for each segmented structure. The seed points for each segmentation are provided in a separate DICOM RTSS file. 
SNOMED-CT “Anatomic Region Sequence” and “Segmented Property Category Code Sequence” and codes were inserted for all segmented structures.
Imaging time point codes were inserted to help identify each annotation in the context of the clinical trial assessment protocol. 
(255235001, SCT, “Pre-dose”)
(262502001, SCT, "Post-chemotherapy") #1
(262502001, SCT, "Post-chemotherapy") #2
(262061000, SCT, "Post-operative")
(262502001, SCT, "Post-chemotherapy") #3
(262502001, SCT, "Post-chemotherapy") #4
“Clinical Trial Time Point ID” was used to encode time point type using one of the following strings as applicable: “pre-dose”, “post-chemotherapy”, or “post-operative”.
Content Item in “Acquisition Context Sequence” was added containing "Time Point Type" using Concept Code Sequence (0040,A168) selected from:
DOI: 10.15468/yxdmjs
title: A new endemic species of Psalidodon Eigenmann (Characiformes: Acestrorhamphidae) from the upper rio Doce basin, Brazil

description: This dataset contains the digitized treatments in Plazi based on the original journal article Queiroz, Victor De, Silva, Priscilla Caroline, Machado, Valéria Nogueira, Assis, Cidimar Estevam De, Barros, Lucas Caetano, Dergam, Jorge Abdala, Henschel, Elisabeth (2025): A new endemic species of Psalidodon Eigenmann (Characiformes: Acestrorhamphidae) from the upper rio Doce basin, Brazil. Zootaxa 5725 (2): 231-254, DOI: 10.11646/zootaxa.5725.2.3, URL: https://doi.org/10.11646/zootaxa.5725.2.3AbstractA new species of Psalidodon Eigenmann is described from an ichthyofaunistic poorly known portion of the upper rio Doce basin, in the state of Minas Gerais, southeastern Brazil. The new species is diagnosed and described using an integrative taxonomy approach. Psalidodon canaaensis new species is distinguished from its congeners by an unique combination of character states, which includes: presence of an adipose fin; a complete lateral line with 35–36 perforated scales; six horizontal scale rows between dorsal-fin origin and lateral line, five scales row between lateral line and pelvic-fin origin; 13–14 scales rows around caudal peduncle; presence of a vertically elongated humeral blotch; 18–24 branched anal-fin rays; one or two maxillary teeth bearing 3–5 cusps; males with elongated bony hooks on anal and pelvic fins, one per lepidotrichia segment; and a distinctive coloration pattern of the anal- and caudal- fins, with the anterior portion of the anal-fin olive green, and the caudal-fin greenish from the base to mid-length, followed by light red chromatophores on the distal portion of the fin-rays. A haplotype network, and Maximum Likelihood analysis based on fragments of the Cytochrome c oxidase I (COI) gene for the new species and some of its congeners highly support it as constituting a separate lineage within Psalidodon. Psalidodon canaaensis has a restricted distribution, inhabiting a high-gradient stream with rapid water flow, subject to anthropogenic pressures. Presently, it is the only species of the genus endemic to the rio Doce basin, emphasizing the importance of surveys in understudied areas.
DOI: 10.15468/uyccep
title: Descriptions of new taxa and records of the microleafhopper tribe Alebrini (Hemiptera: Cicadellidae: Typhlocybinae) from China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Luo, Yixiao, Kang, Juxia, Zhang, Yalin, Huang, Min (2025): Descriptions of new taxa and records of the microleafhopper tribe Alebrini (Hemiptera: Cicadellidae: Typhlocybinae) from China. Zootaxa 5706 (4): 551-570, DOI: 10.11646/zootaxa.5706.4.5, URL: https://doi.org/10.11646/zootaxa.5706.4.5AbstractWe describe 5 new genera, 9 new species and 1 new genus record of the tribe Alebrini (Hemiptera: Cicadellidae: Typhlocybinae) from China. Arbelana Anufriev rec. nov. is newly recorded from China based on A. ulmi (Anufriev) rec. nov. Oblongitubus Kang & Zhang gen. nov. is described based on 3 new species, O. linearis Kang & Zhang, O. caligicaudatus Luo & Huang and O. licinicaudatus Luo & Huang spp. nov., with O. linearis Kang & Zhang sp. nov. as type species. Minionia Luo & Huang gen. nov. is described based on type species M. stellicauda Luo & Huang sp. nov. Senebra Kang & Zhang gen. nov. is described based on 2 new species, S. bracteiformis Kang & Zhang and S. scapiformis Kang & Zhang spp. nov., with S. bracteiformis Kang & Zhang sp. nov. as type species. Shulebra Luo & Huang gen. nov. is described based on 2 new species, S. brunnala Luo & Huang and S. furvala Luo & Huang spp. nov., with S. brunnala Luo & Huang sp. nov. as type species. Solabra Luo & Huang gen. nov. is described based on type species S. robusta Luo & Huang sp. nov. We also reinstate placements of 2 species wrongly transferred to Alebra Fieber: Shaddai shaanxiensis Ma and Shaddai xianensis Ma. Detailed descriptions and illustrations and keys to males of the new taxa are provided.