cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15852322
title: SARS-CoV-2 Infektionen in Deutschland

description: Der vorliegende Datansatz enthält umfassende Informationen zu SARS-CoV-2-Infektionen in Deutschland, die gemäß dem Infektionsschutzgesetze (IfSG) von den Gesundheitsämtern an das Robert Koch-Institut (RKI) gemeldet wurden. Die Daten umfassen Informationen zur Anzahl der bestätigten Fälle, Todesfälle und Genesungen, aus denen sich weitere Kennzahlen im Zusammenhang mit der COVID-19-Pandemie ableiten lassen. Der Datensatz wird täglich aktualisiert und enthält detaillierte Informationen auf Landkreisebene, die nach verschiedenen Altersgruppen aufgeschlüsselt sind. Die Bereitstellung des Datensatzes soll dazu beitragen, das Verständnis der COVID-19-Pandemie in Deutschland zu verbessern und die Berichterstattung, Forschung und Analyse in diesem Bereich zu unterstützen.
DOI: 10.3535/lg5-yj2-mad
title: Thymbra capitata (L.) Cav.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ymx-178-915
title: Thymbra capitata (L.) Cav.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.f67y4n
title: Occurrence Download

description: A dataset containing 420 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Hydrangea macrophylla (Thunb.) Ser."
 ]
}

 The dataset includes 420 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113106-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/866-rmc-pv3
title: Thymbra capitata (L.) Cav.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qt6-3hd-8bz
title: Thymbra capitata (L.) Cav.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/eq3-teh-rp7
title: Thymbra capitata (L.) Cav.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/gxw-prw-54m
title: Pilosella leptophyton subsp. leptophyton

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2vn-sbw-tqn
title: Thymbra capitata (L.) Cav.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dev-sbv-y3v
title: Thymbra capitata (L.) Cav.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7ph-4f6-3rl
title: Thymbra capitata (L.) Cav.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1zy-45w-kyq
title: Thymbra capitata (L.) Cav.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/sp9-m41-k93
title: Thymbra capitata (L.) Cav.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1qd-hzn-mmv
title: Thymbra capitata (L.) Cav.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rg1-x7h-ye8
title: Thymbra capitata (L.) Cav.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/66x-evj-0e5
title: Thymbra capitata (L.) Cav.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/kf4-jnq-rt2
title: Satureja thymbra L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/yva-338-tay
title: Satureja thymbra L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8ps-bxe-emt
title: Stachys germanica subsp. heldreichii (Boiss.) Hayek

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/d8c-glt-wx3
title: Stachys germanica subsp. heldreichii (Boiss.) Hayek

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/chc-xx3-7tl
title: Satureja thymbra L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tyt-850-2fd
title: Satureja thymbra L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/h9d-dsd-6dd
title: Satureja thymbra L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/th0-w7t-g49
title: Satureja thymbra L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/32y-ttj-q26
title: Satureja thymbra L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/640-381-m6q
title: Satureja thymbra L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/stt-bs9-4hj
title: Satureja thymbra L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/k0m-9eq-zla
title: Stachys germanica subsp. heldreichii (Boiss.) Hayek

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/p32-qm7-pxc
title: Satureja thymbra L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dh5-rjk-ncj
title: Stachys germanica subsp. heldreichii (Boiss.) Hayek

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/l6d-nmc-jvy
title: Satureja thymbra L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/687-r7t-t8v
title: Satureja thymbra L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/mfs-r71-ce2
title: Satureja thymbra L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.xktpge
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Indopacetus pacificus (Longman, 1926)"
 ]
}

 The dataset includes 138 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113107-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/an9-jb0-8cz
title: Ranunculus trichophyllus Chaix

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.17898/adp_sexz11_v1
title: Uporaba kontracepcije in spolnost pri ženskah v Sloveniji, 2011

description: Izhodišče raziskave je ugotavljanje prisotnosti prekinjenega spolnega odnosa (PSO) kot oblike kontracepcije v Sloveniji v dveh teoretskih okvirjih, tj. medicinski pogled na telo in spolnost ter feministična kritika medicinskega diskurza kontracepcije. Cilj naloge je bil raziskati in opredeliti vlogo PSO v družbeni konstrukciji ženske in moške seksualnosti, ugotoviti, kakšen je njegov položaj v slovenski seksualni kulturi ter s feministične perspektive oceniti njegov vpliv na spolno reproduktivno zdravje žensk. Cilj je bil še ugotoviti, zakaj je, kljub številnim drugim metodam kontracepcije, PSO še vedno svetovan in zelo pogosto uporabljen ter zakaj ga slovenski ginekologi_nje še vedno propagirajo kot obliko kontracepcije. V ta namen je bilo izvedenih 52 intervjujev z uporabnicami kontracepcije ter 27 intervjujev z ginekologi in ginekologinjami v Sloveniji. Zaradi občutljivosti podatkov v ADP hranimo le intervjuje z uporabnicami kontracepcije.
DOI: 10.15468/dl.uqqfh7
title: Occurrence Download

description: A dataset containing 765020 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Passeriformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-180 60,-150 60,-150 90,-180 90,-180 60))"
 ]
}

 The dataset includes 765020 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001079-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umyzs3
title: Occurrence Download

description: A dataset containing 767592 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calidris canutus"
 ]
}

 The dataset includes 767592 records from 727 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001081-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x4v96j
title: Occurrence Download

description: A dataset containing 72155819 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Callipepla californica, Dicrurus macrocercus, Clangula hyemalis, Corvus splendens, Lanius ludovicianus, Bubo virginianus, Corvus frugilegus, Aythya ferina, Podiceps auritus, Psittacula krameri, Turdus iliacus, Alopochen aegyptiaca, Arenaria interpres, Tringa flavipes, Numenius arquata, Gymnorhina tibicen, Pluvialis squatarola, Spilopelia chinensis, Somateria mollissima, Pitangus sulphuratus, Calidris minutilla, Oxyura jamaicensis, Acanthis flammea, Calidris alpina, Zenaida asiatica, Tringa melanoleuca, Acridotheres tristis, Bubulcus ibis, Haematopus ostralegus, Prunella modularis)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2024",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "EventDate is not null"
 ]
}

 The dataset includes 72155819 records from 6492 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001071-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33f3qj
title: Occurrence Download

description: A dataset containing 93956 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Geometry POLYGON((-3.686006482818363 40.40647176185144, -3.679007470277328 40.40764348648854, -3.676509004807597 40.4112719237092, -3.680132607045154 40.42148845104531, -3.6885049482880943 40.41972491962673, -3.6885380405459713 40.40722771556512, -3.686006482818363 40.40647176185144))"
 ]
}

 The dataset includes 93956 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008751-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e245149
title: Abortion Pills In Ras Al Khaimah| )][(་༘࿐✓|+971)(521553488 )][(───୨900ৎ───( APPROVED FULL KIT ), | Mifepristone And Misoprostol Medicine Available In Ras Al Khaimah

description: Abortion Pills In Ras Al Khaimah| )][(་༘࿐✓|+971)(521553488 )][(───୨900ৎ───( APPROVED FULL KIT ), | Mifepristone And Misoprostol Medicine Available In Ras Al Khaimah Abortion Pills In Ras Al Khaimah| )][(་༘࿐✓|+971)(521553488 )][(───୨900ৎ───( APPROVED FULL KIT ), | Mifepristone And Misoprostol Medicine Available In Ras Al Khaimah Abortion Pills In Ras Al Khaimah| )][(་༘࿐✓|+971)(521553488 )][(───୨900ৎ───( APPROVED FULL KIT ), | Mifepristone And Misoprostol Medicine Available In Ras Al Khaimah Abortion Pills In Ras Al Khaimah| )][(་༘࿐✓|+971)(521553488 )][(───୨900ৎ───( APPROVED FULL KIT ), | Mifepristone And Misoprostol Medicine Available In Ras Al Khaimah
DOI: 10.71955/duedata-2026-mlf0wfaj
title: Experimental Data of Supercritical Carbon Dioxide (sCO2) Compressor at Various Fluid States - Supplementary Data

description: &lt;p&gt;This repository contains additional data for the publication "Experimental Data of Supercritical Carbon Dioxide (sCO2) Compressor at Various Fluid States". The data repository contains the entire compressor geometry, including CAD models, and input files suitable for mean-line and grid generation programs. Thus, the experimental results presented and discussed in the paper are exploitable by the scientific community and pave the road for validated analysis and design tools in the context of the sCO2-Joule cycle.&lt;/p&gt;
&lt;b&gt;Methods&lt;/b&gt;
&lt;p&gt;The data in the folder "CAD-Repository" is derived from the original CAD-model used in the manufacturing process of the entire sCO2-HeRo turbo-alternator-compressor system. Features not related to the flow path, such as screws and shaft-hub-connections, are removed to ease the use of the data. The folder named "CFD-AxSymetric_Repository" contains the axisymmetric contour (meridional contour) as well as the blade contour. This data is extracted directly from the original CAD-model. The geometric data in the folder "Mean-line_Repository" is as well extracted directly from the original CAD-model. The blade angle beta_2, blockage b_1 and b_2 are determined from flow simulations conducted with the CFD solver Ansys CFX. The computational aided design (CAD) software PTC Creo Parametric 4.0 was used throughout the data generation process. In detail, PTC Creo Parametric 4.0 was used to generate the original CAD-model, including all features and used in the manufacturing process of the entire turbo-alternator-compressor system. PTC Creo Parametric 4.0 was used to extract the axisymmetric contour (meridional contour), the blade contour and the characteristic dimensions of the compressor. The figure "CFD-AxSymetric_Repository\ sCO2-HeRo_compressor_figure.emf" was plotted from the data stored in the text files in the folder "CFD-AxSymetric_Repository" with Mathworks MATLAB 2017.&lt;/p&gt;
DOI: 10.15468/dl.vhxya9
title: Occurrence Download

description: A dataset containing 14751 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ukraine",
 "GadmGid is UKR.8_1",
 "TaxonKey is Lepidoptera"
 ]
}

 The dataset includes 14751 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010837-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18617930
title: Attention & Focus under Digital Load 2026 (Dataset, n = 353)

description: This dataset is part of the Human Clarity Institute’s AI–Human Experience 2026 data series. It examines focus capacity and digital cognitive load in AI-mediated information environments, including sustained attention stability, mental saturation and effort escalation, and behavioural disengagement patterns during digital overload.

The dataset includes:• validated 1–7 Likert-scale items• self-reported measures of sustained attention, interruption recovery, and cognitive effort• behavioural indicators of disengagement frequency and focus disruption• multi-select variables stored as canonical semicolon-delimited snake_case tokens• open-text reflections with minimal safe cleaning (trim + newline removal only)• demographic variables across six English-speaking countries• digital life exposure (daily hours online) and AI-tool usage frequency

Data were collected on 10 February 2026 via Prolific from adults in the UK, US, Australia, Canada, New Zealand, and Ireland.All data were cleaned, anonymised, and processed under the Human Clarity Institute’s machine-readable dataset protocol, which includes:

• canonical snake_case variable naming• validated numeric ranges• standardised multi-select formats• minimal safe text cleaning• full alignment with the accompanying data dictionary• removal of Prolific IDs and timestamps• SHA-256 checksums for all files

This dataset contributes to understanding how digital information density and AI-mediated environments influence sustained focus, cognitive strain, and decision engagement, supporting longitudinal tracking of human cognitive resilience and behavioural adaptation in AI-integrated digital life, and the evolving cognitive relationship between humans and AI in everyday life.
DOI: 10.5281/zenodo.18617977
title: Attention & Focus under Digital Load 2026 (Dataset, n = 353)

description: This dataset is part of the Human Clarity Institute’s AI–Human Experience 2026 data series. It examines focus capacity and digital cognitive load in AI-mediated information environments, including sustained attention stability, mental saturation and effort escalation, and behavioural disengagement patterns during digital overload.

The dataset includes:• validated 1–7 Likert-scale items• self-reported measures of sustained attention, interruption recovery, and cognitive effort• behavioural indicators of disengagement frequency and focus disruption• multi-select variables stored as canonical semicolon-delimited snake_case tokens• open-text reflections with minimal safe cleaning (trim + newline removal only)• demographic variables across six English-speaking countries• digital life exposure (daily hours online) and AI-tool usage frequency

Data were collected on 10 February 2026 via Prolific from adults in the UK, US, Australia, Canada, New Zealand, and Ireland.All data were cleaned, anonymised, and processed under the Human Clarity Institute’s machine-readable dataset protocol, which includes:

• canonical snake_case variable naming• validated numeric ranges• standardised multi-select formats• minimal safe text cleaning• full alignment with the accompanying data dictionary• removal of Prolific IDs and timestamps• SHA-256 checksums for all files

This dataset contributes to understanding how digital information density and AI-mediated environments influence sustained focus, cognitive strain, and decision engagement, supporting longitudinal tracking of human cognitive resilience and behavioural adaptation in AI-integrated digital life, and the evolving cognitive relationship between humans and AI in everyday life.
DOI: 10.71955/duedata-2026-mlf2p2ec
title: Terahertz time-domain spectroscopic data of different polymers with different thicknesses

description: &lt;p&gt;Terahertz time-domain spectroscopy can be used for the extraction of electrical properties from materials. The extraction of the parameters can be done either in reflection or transmission geometry. To determine the exact type of material, the sample’s thickness and incidence angle of the radiation must be well known. However, the differentiation between materials can be realised by using a neural network. To address this question, multiple terahertz time-domain spectroscopic transmission measurements of 16 polymers were done with different thicknesses.&lt;/p&gt;
&lt;b&gt;Methods&lt;/b&gt;
&lt;p&gt;This dataset consists of terahertz time-domain spectroscopy (THz-TDS) measurements performed on 16 different polymer types with different thicknesses. For each polymer, 3 square sets of samples were fabricated using a fused deposition modeling 3D printer. Two of the sample sets have thicknesses of 1 mm and 5 mm. The third sample set contains 4 thicknesses: 1 mm, 2 mm, 3 mm, and 4 mm and is referred to as verification. For a measurement, all samples of one type were placed in a sample holder. This sample holder was raster scanned in the focusing spot of a terahertz transmission setup. A THz-TDS trace was recorded for each position. Six measurements were made for each sample type.&lt;/p&gt;
&lt;p&gt;For each measurement, an .hdf file was created containing the measured THz-TDS traces and a label of the areas with the material of the sample. The corresponding material name can be found in the "Labels.csv" file. The terahertz spectrometer used to record the THz-TDS traces was the TeraK15 from the manufacturer Menlo Systems. Planoconvex TPX lenses were used to focus the terahertz radiation to a point.&lt;/p&gt;
DOI: 10.5281/zenodo.13731937
title: Datasets and code for: Carbon sink conservation: Cost-effective spatial priorities and feasible management policies for China

description: This repository contains the datasets and code associated with the paper "Carbon sink conservation: Cost-effective spatial priorities and feasible management policies for China." 

Suggested Citation:Liu, J., Zhang, M., Xia, Y., Wu, L., & Chen, C. (2026) Carbon sink conservation: Cost-effective spatial priorities and feasible management policies for China. Land Use Policy, 165, 107974. https://doi.org/10.1016/j.landusepol.2026.107974.

 

All spatial datasets are GeoTIFF (.tif) files at a 5-km spatial resolution covering China’s land area.

1. Carbon_sink_2001-2015

Historical carbon sink capacity, indicated by Net Biome Productivity (NBP) in gC m⁻² d⁻¹, from 2001–2015, based on an ensemble of eight widely recognized datasets.

2. Carbon_sink_projection_SSPs_2020-2100

Projected carbon sink capacity (gC m-2 d-1) under different Shared Socioeconomic Pathway (SSP) scenarios for the period 2020–2100 (ten-year intervals), based on an ensemble mean of XGBoost and LightGBM model outputs.

3. Carbon_sink_priority

Cost-effective spatial priority levels for carbon sink conservation under different SSP scenarios and future periods, corresponding to Fig. 5 and Fig. 6a of the paper.

4. Carbon_sink-biodiversity_synergy

Scenario- and period-mean priorities for carbon sink conservation (Fig. 6a), priorities for biodiversity conservation, and their spatial synergy and mismatch (Fig. 7c).

5. Code_for_machine_learning

Python scripts for training machine learning models (ANN, RF, XGBoost, and LightGBM) and for generating predictions for carbon sink capacity. The code is provided in Jupyter Notebook, developed in Python 3.8 and executed on Ubuntu 20.04 with CUDA 11.8 support.

 

For additional details regarding the datasets, please refer to the main article and its supplementary materials. Questions may be directed to Dr. Jingyi Liu (liujingyi@scau.edu.cn).