cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18246240
title: Spanish-MEACorpus-2023: A Multimodal Spanish Corpus for Emotion Analysis from YouTube

description: Spanish-MEACorpus-2023 is a multimodal Spanish corpus for emotion analysis constructed from YouTube videos.

The dataset includes segmented speech excerpts annotated with emotion labels and speaker gender, along with temporal boundaries and manually revised transcriptions. Each instance is linked to a YouTube video identifier, enabling reproducibility and rehydration of the original multimedia content.

Due to copyright restrictions, audio and video files are not redistributed. Instead, the dataset provides identifiers, timestamps, and transcriptions, together with code to automatically download and segment the original videos from YouTube.

The dataset was introduced in the associated scientific publication and is made available here following the FAIR principles to ensure long-term reuse.
DOI: 10.17632/9jntg6bb5s
title: SJOV in hysteroscopic surgery

description: This study investigates whether Supraglottic Jet Oxygenation and Ventilation (SJOV) can prevent hypoxemia during hysteroscopic surgery，and this single-center, randomized controlled trial demonstrates that the proactive application of SJOV using the Wei nasal jet tube is significantly more effective than standard nasal cannula oxygenation in maintaining oxygenation during hysteroscopic surgery under sedation. In the table, N represents the use of nasal cannula oxygen therapy, and S represents the use of SJOV (Surgical Jaw Opening Ventilation) therapy. In the sheet “N Group”, cell BG34 indicates that the patient in row 34 experienced intraoperative hypoxemia (75% ≤ SpO? &lt; 90%) 3 times. Cell BF34 refers to the lowest SpO? value among these three hypoxemic episodes. Cell BH34 refers to the duration (in seconds) of each of these three hypoxemic episodes. Other cells follow the same logic.
DOI: 10.5281/zenodo.18606423
title: Spanish-MEACorpus-2023: A Multimodal Spanish Corpus for Emotion Analysis from YouTube

description: Spanish-MEACorpus-2023 is a multimodal Spanish corpus for emotion analysis constructed from YouTube videos.

The dataset includes segmented speech excerpts annotated with emotion labels and speaker gender, along with temporal boundaries and manually revised transcriptions. Each instance is linked to a YouTube video identifier, enabling reproducibility and rehydration of the original multimedia content.

Due to copyright restrictions, audio and video files are not redistributed. Instead, the dataset provides identifiers, timestamps, and transcriptions, together with code to automatically download and segment the original videos from YouTube.

The dataset was introduced in the associated scientific publication and is made available here following the FAIR principles to ensure long-term reuse.
DOI: 10.17632/9jntg6bb5s.1
title: SJOV in hysteroscopic surgery

description: This study investigates whether Supraglottic Jet Oxygenation and Ventilation (SJOV) can prevent hypoxemia during hysteroscopic surgery，and this single-center, randomized controlled trial demonstrates that the proactive application of SJOV using the Wei nasal jet tube is significantly more effective than standard nasal cannula oxygenation in maintaining oxygenation during hysteroscopic surgery under sedation. In the table, N represents the use of nasal cannula oxygen therapy, and S represents the use of SJOV (Surgical Jaw Opening Ventilation) therapy. In the sheet “N Group”, cell BG34 indicates that the patient in row 34 experienced intraoperative hypoxemia (75% ≤ SpO? &lt; 90%) 3 times. Cell BF34 refers to the lowest SpO? value among these three hypoxemic episodes. Cell BH34 refers to the duration (in seconds) of each of these three hypoxemic episodes. Other cells follow the same logic.
DOI: 10.15468/dl.8qaa4z
title: Occurrence Download

description: A dataset containing 16904 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Atriplex semibaccata"
 ]
}

 The dataset includes 16904 records from 169 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007764-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/cxyjw6v4gh
title: Temporal changes in skeletal muscle index dataset for colorectal malignancy recurrence study

description: This dataset comprises de-identified, retrospective demographic and imaging data for patients diagnosed with AJCC stage III colorectal cancer who underwent curative surgical resection at a single institution between 2000 and 2020. For each patient, skeletal muscle index (SMI) measurements were derived from routine abdominal CT scans at the third lumbar vertebral level. SMI was assessed at two timepoints: initially from the staging CT scan at diagnosis for a preoperative baseline, and again at the most recent follow-up scan prior to recurrence to capture changes preceding radiologic evidence of disease. Patients without recurrence were paired to those with recurrence through propensity score matching incorporating the duration between scans, neoadjuvant chemotherapy/radiation status, adjuvant chemotherapy/radiation status and steroid exposure. Key findings from the associated study indicate that a decline in skeletal muscle index postoperatively is independently associated with an increased risk of colorectal cancer recurrence. Receiver operating characteristics and decision curves suggest that SMI can stratify patients into clinically meaningful risk groups to guide surveillance.

Note that version 2 rematched patients based on new inclusion/exclusion criteria and covariates. Some anonymous ID’s no longer correspond with those from version 1.
DOI: 10.17632/cxyjw6v4gh.2
title: Temporal changes in skeletal muscle index dataset for colorectal malignancy recurrence study

description: This dataset comprises de-identified, retrospective demographic and imaging data for patients diagnosed with AJCC stage III colorectal cancer who underwent curative surgical resection at a single institution between 2000 and 2020. For each patient, skeletal muscle index (SMI) measurements were derived from routine abdominal CT scans at the third lumbar vertebral level. SMI was assessed at two timepoints: initially from the staging CT scan at diagnosis for a preoperative baseline, and again at the most recent follow-up scan prior to recurrence to capture changes preceding radiologic evidence of disease. Patients without recurrence were paired to those with recurrence through propensity score matching incorporating the duration between scans, neoadjuvant chemotherapy/radiation status, adjuvant chemotherapy/radiation status and steroid exposure. Key findings from the associated study indicate that a decline in skeletal muscle index postoperatively is independently associated with an increased risk of colorectal cancer recurrence. Receiver operating characteristics and decision curves suggest that SMI can stratify patients into clinically meaningful risk groups to guide surveillance.

Note that version 2 rematched patients based on new inclusion/exclusion criteria and covariates. Some anonymous ID’s no longer correspond with those from version 1.
DOI: 10.17632/xt3kzt59vr
title: Recovery of Walking biomechanics after ACL surgical reconstruction

description: Biomechanics gait analysis data. Three groups of patients with gait biomechanics data were collected. The first group was six months after ACL reconstruction surgery, the second group was a year old, and the third group was over a year old after surgery. Data were collected for two gait speeds: voluntary and fast. Results for each patient and each gait speed include spatiotemporal parameters. In addition, goniograms of hip, knee, and ankle flexion-extension during the gait cycle and envelope EMG data for mm. Tibialis anterior, gastrocnemius, quadriceps femoris, and hamstring are provided with a resolution of 200 points.
In addition, the affected side is given. All data is arranged in sequence: operated, healthy.
DOI: 10.15468/dl.3khb3a
title: Occurrence Download

description: A dataset containing 1017 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leucocrinum montanum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1017 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007765-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/xt3kzt59vr.1
title: Recovery of Walking biomechanics after ACL surgical reconstruction

description: Biomechanics gait analysis data. Three groups of patients with gait biomechanics data were collected. The first group was six months after ACL reconstruction surgery, the second group was a year old, and the third group was over a year old after surgery. Data were collected for two gait speeds: voluntary and fast. Results for each patient and each gait speed include spatiotemporal parameters. In addition, goniograms of hip, knee, and ankle flexion-extension during the gait cycle and envelope EMG data for mm. Tibialis anterior, gastrocnemius, quadriceps femoris, and hamstring are provided with a resolution of 200 points.
In addition, the affected side is given. All data is arranged in sequence: operated, healthy.
DOI: 10.57710/alba-es-20260380030
title: Pd-based catalysts supported on MIL-53(Ga, Cr) MOF

description: The objective of this work is to elucidate the structural and electronic properties of Pd-based catalysts supported on MIL-53(Cr) and NH2-MIL-53(Cr), designed for the selective hydrogenation of acetylene.


At least seven samples will be studied in situ during acetylene hydrogenation reaction. In situ procedure will include reduction of the materials under 100% H2 flow at 200 ℃ during 1 h, after which the reaction starts with 30 min step change of temperature from 50 to 200 C, taking 6 h per sample. The available mixture of 1% C2H2, 10% H2, 20% C2H2 in N2 will be used in the reaction.
Data will be collected in fluorescence mode for in situ samples diluted with BN. While other 7 pelletized sample will be measured ex situ in transmission mode adding references for further linear combination fitting.
DOI: 10.17632/dgccvs9h87
title: Data for: Community health teams and health utilization in El Salvador

description: Data, code and output for the paper "Community health teams and health utilization in El Salvador" published in the Journal of Health Economics. We are grateful to Maria Fernanda García Agudelo for outstanding research assistance in building this replication package.
DOI: 10.17632/dgccvs9h87.1
title: Data for: Community health teams and health utilization in El Salvador

description: Data, code and output for the paper "Community health teams and health utilization in El Salvador" published in the Journal of Health Economics. We are grateful to Maria Fernanda García Agudelo for outstanding research assistance in building this replication package.
DOI: 10.17632/p6dns54zhh
title: SRPAL

description: Citation data for paleontologists listed in the "Stanford ranking ", version 2025, career-long modality
DOI: 10.17632/p6dns54zhh.1
title: SRPAL

description: Citation data for paleontologists listed in the "Stanford ranking ", version 2025, career-long modality
DOI: 10.17632/db5rtybm96
title: Investigating AI-Mediated Written Corrective Feedback in ESL Writing: Impacts on Accuracy and Anxiety

description: Reduction in total number of errors
Reduction in L2 writing anxiety
DOI: 10.17632/db5rtybm96.1
title: Investigating AI-Mediated Written Corrective Feedback in ESL Writing: Impacts on Accuracy and Anxiety

description: Reduction in total number of errors
Reduction in L2 writing anxiety
DOI: 10.57710/alba-es-20250370342
title: Nature of cobalt sites in Single-Atom Co1/Silicalite-1 Catalysts for Enhanced Propane Dehydrogenation

description: This project focuses on the development of single-atom cobalt catalysts (Co1@S1) supported on silicalite-1 zeolites for propane dehydrogenation (PDH), a more sustainable route to produce propylene compared to conventional steam or catalytic cracking. These catalysts exhibit outstanding performance, surpassing state-of-the-art noble metal systems, with high conversion, selectivity, and long-term stability. The catalytic activity is strongly influenced by the concentration of silanol nests in the zeolite: low concentrations generate highly active and stable sites, while high concentrations lead to inactive materials. Conventional and ex situ characterization techniques fail to explain these differences, as all samples appear structurally similar. Therefore, the project proposes in situ X-ray Absorption Spectroscopy (XAS) under reaction conditions, enabled by synchrotron radiation. This approach will track in real time the structural and electronic evolution of cobalt species during pretreatment and PDH, clarifying changes in oxidation state, coordination, and local geometry. The data will be integrated with complementary techniques such as NMR, operando IR, STEM, and kinetic studies. The expected outcome is a fundamental understanding of how the microenvironment of silanol nests governs the nature and performance of single-atom cobalt sites, providing a rational basis for designing next-generation non-noble catalysts for PDH and related reactions.
DOI: 10.15468/dl.hc7wnz
title: Occurrence Download

description: A dataset containing 759 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abroma augustum",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 759 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007767-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7e9p5e
title: Occurrence Download

description: A dataset containing 43600 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "MediaType is Audio",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Cicadidae, Orthoptera)"
 ]
}

 The dataset includes 43600 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007766-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18606585
title: Replication Package: Extracting Conditional Expressions as Local Variables:Frequency, Motivation, and Automated Recommendation

description: This replication package accompanies the study on Extracting Conditional Expressions as Local Variables:Frequency, Motivation, and Automated Recommendation. It includes datasets, annotated condition snippets, a questionnare used to investigate developers' motivations for such a extractions,  and evaluation data for the ConExtractor prototype.
DOI: 10.17632/j956pswzz4
title: Data for: DC conductivity and mobility of a degenerate electron gas in heavily doped GaN crystals at room temperature

description: File "GaN.m" provides MatLab code for reproduction of Figures 1-3 of the article. See "GaN.pdf" for the results of the code execution.
DOI: 10.17632/j956pswzz4.2
title: Data for: DC conductivity and mobility of a degenerate electron gas in heavily doped GaN crystals at room temperature

description: File "GaN.m" provides MatLab code for reproduction of Figures 1-3 of the article. See "GaN.pdf" for the results of the code execution.
DOI: 10.17632/5fzmhn5jrf
title: Wages

description: This data set was used in analysis of the article 'Drivers of Regional Income Growth: The Role of Fiscal Capacity, Industrial Structure, and Social Infrastructure'
DOI: 10.15468/dl.5gxa4p
title: Occurrence Download

description: A dataset containing 5009 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alangium chinense",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 5009 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007770-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/5fzmhn5jrf.1
title: Wages

description: This data set was used in analysis of the article 'Drivers of Regional Income Growth: The Role of Fiscal Capacity, Industrial Structure, and Social Infrastructure'
DOI: 10.15468/dl.y4mzzb
title: Occurrence Download

description: A dataset containing 1091804 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phragmites australis",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1091804 records from 2596 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007714-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/txf-rtm-adk
title: Chaenorhinum minus (L.) Lange

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/whg-3x3-w1h
title: Picris hieracioides subsp. spinulosa (Bertol. ex Guss.) Arcang.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/whw-nng-81f
title: Chaenorhinum minus (L.) Lange

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/j0s-kyr-fdz
title: Prunella laciniata (L.) L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/snp-tr4-z7x
title: Prunella laciniata (L.) L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/lml-jb1-4ea
title: Senecio hercynicus Herborg

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8hm-wpf-a4s
title: Senecio vulgaris L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ds7-0jx-gpr
title: Convolvulus cantabrica L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ab2-nh0-f2l
title: Carduus nutans subsp. leiophyllus (Petrovic) Arènes

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zwx-jjq-p4h
title: Cirsium creticum (Lam.) d'Urv.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7h8-2jq-2xm
title: Campanula persicifolia L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/x6x-0dd-d3q
title: Campanula hawkinsiana Hausskn. & Heldr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rr6-ts2-914
title: Achillea coarctata Poir.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/9r7-8l4-x78
title: Achillea coarctata Poir.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/vt0-1lp-x2p
title: Marrubium peregrinum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/594-y93-g4j
title: Cirsium tymphaeum Hausskn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8l8-e9m-wk6
title: Cirsium tymphaeum Hausskn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1pb-pp5-flf
title: Mycelis muralis (L.) Dumort.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/22w-4m7-cc5
title: Cirsium tymphaeum Hausskn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3rc-rtp-gbk
title: Clinopodium vulgare subsp. vulgare

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wn3-24f-4cb
title: Achillea coarctata Poir.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zdp-ynv-w0f
title: Achillea coarctata Poir.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/660-sye-h6m
title: Calamintha nepeta (L.) Savi

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7sn-03m-38a
title: Clinopodium vulgare subsp. vulgare

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7j4-x1z-b5g
title: Clinopodium vulgare subsp. vulgare

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4ez-meh-787
title: Asyneuma limonifolium (L.) Janch.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/vy3-fs8-v5k
title: Mycelis muralis (L.) Dumort.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6mz-39z-s0w
title: Mycelis muralis (L.) Dumort.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dm4-dbf-r09
title: Achillea coarctata Poir.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/40b-36g-05s
title: Lycopus europaeus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/nrv-xbf-18h
title: Mycelis muralis (L.) Dumort.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/056-jha-8lc
title: Calamintha nepeta (L.) Savi

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tdw-e4l-h9l
title: Clinopodium vulgare subsp. vulgare

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/etv-ahz-8a5
title: Asyneuma limonifolium (L.) Janch.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6c7-7eg-k7p
title: Clinopodium vulgare subsp. vulgare

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qv6-vzq-eje
title: Calamintha nepeta (L.) Savi

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/yt6-94b-9bt
title: Achillea holosericea Sm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/007-28y-vc0
title: Calamintha nepeta (L.) Savi

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.