cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/c9sb8cyn86
title: Electrical consumption and demand Dataset from the Federal Institute of Espírito Santo, Serra, Brazil

description: This dataset contains measurements of electrical consumption (kWh), demand (kW), and other electrical quantities recorded at the IFES Campus Serra from a datalogger supplied by the company ISSO. Data were collected at regular 15 minutes intervals covering the period October 2022 to July 2025. Both raw and processed versions of the dataset are provided, with each file representing one month; they share identical temporal coverage and sampling interval, but raw files from August 2024 and older are in HTML format and are converted to xlsx in the processed version; from September 2024 onwards, all files are xlsx format. The measurements originate from a bidirectional metering system and document the installation’s electrical behavior, including per-phase quantities, aggregated system values, energy flows (direct/reverse), and power-quality indicators.
This data collection has a crucial role for the academic community and campus administration by supporting teaching, research, and outreach activities, and by enabling technical analyses and evidence-based decision-making regarding energy consumption, efficiency, and management strategies.
DOI: 10.17632/c9sb8cyn86.1
title: Electrical consumption and demand Dataset from the Federal Institute of Espírito Santo, Serra, Brazil

description: This dataset contains measurements of electrical consumption (kWh), demand (kW), and other electrical quantities recorded at the IFES Campus Serra from a datalogger supplied by the company ISSO. Data were collected at regular 15 minutes intervals covering the period October 2022 to July 2025. Both raw and processed versions of the dataset are provided, with each file representing one month; they share identical temporal coverage and sampling interval, but raw files from August 2024 and older are in HTML format and are converted to xlsx in the processed version; from September 2024 onwards, all files are xlsx format. The measurements originate from a bidirectional metering system and document the installation’s electrical behavior, including per-phase quantities, aggregated system values, energy flows (direct/reverse), and power-quality indicators.
This data collection has a crucial role for the academic community and campus administration by supporting teaching, research, and outreach activities, and by enabling technical analyses and evidence-based decision-making regarding energy consumption, efficiency, and management strategies.
DOI: 10.17632/5gyngmzhzv
title: SAR-SIAD-2025:Pond/Water Body Detection from Satellite Image.

description: This dataset contains a satellite image focused on aquaculture ponds and water bodies, along with corresponding ,annotation files in CSV format. The dataset is designed for research in pond/water body detection, image segmentation, and land-use classification.

The annotations provide labeled information to distinguish between Water Bodies (ponds, reservoirs) and Non-Water Areas (agriculture, vegetation, and built-up regions), making it suitable for training and evaluating computer vision models.

File Information
- Total Files/Size: 36.3 MB
- Image(s):Total: 930 images, PNG format (satellite image(s) of ponds and surroundings)
- Annotation(s): CSV format
 - Columns: image_id, x_min, y_min, x_max, y_max, label
 - Labels:
 -1 = Water Body (ponds, reservoirs)
 - 0 = Non-Water (fields, vegetation, built-up areas)

Applications
- Automated pond/water body detection
- Image segmentation and classification in remote sensing
- Aquaculture monitoring and resource management
- Training/testing deep learning models for land-use analysis
DOI: 10.17632/5gyngmzhzv.1
title: SAR-SIAD-2025:Pond/Water Body Detection from Satellite Image.

description: This dataset contains a satellite image focused on aquaculture ponds and water bodies, along with corresponding ,annotation files in CSV format. The dataset is designed for research in pond/water body detection, image segmentation, and land-use classification.

The annotations provide labeled information to distinguish between Water Bodies (ponds, reservoirs) and Non-Water Areas (agriculture, vegetation, and built-up regions), making it suitable for training and evaluating computer vision models.

File Information
- Total Files/Size: 36.3 MB
- Image(s):Total: 930 images, PNG format (satellite image(s) of ponds and surroundings)
- Annotation(s): CSV format
 - Columns: image_id, x_min, y_min, x_max, y_max, label
 - Labels:
 -1 = Water Body (ponds, reservoirs)
 - 0 = Non-Water (fields, vegetation, built-up areas)

Applications
- Automated pond/water body detection
- Image segmentation and classification in remote sensing
- Aquaculture monitoring and resource management
- Training/testing deep learning models for land-use analysis
DOI: 10.17632/hp4s3xp8mm
title: Use of low-dose oral minoxidil during chemotherapy and antibody-drug conjugate therapy in patients with breast cancer: a retrospective cohort study

description: Supplementary Table I. Additional patient characteristics, including baseline cardiovascular comorbidities and cardiovascular or other relevant medications, not related to breast cancer or alopecia treatment, taken during the study period.

Supplementary Figure I. Overview flowchart of the cohort analysis for inclusion criteria for this study.
DOI: 10.17632/hp4s3xp8mm.1
title: Use of low-dose oral minoxidil during chemotherapy and antibody-drug conjugate therapy in patients with breast cancer: a retrospective cohort study

description: Supplementary Table I. Additional patient characteristics, including baseline cardiovascular comorbidities and cardiovascular or other relevant medications, not related to breast cancer or alopecia treatment, taken during the study period.

Supplementary Figure I. Overview flowchart of the cohort analysis for inclusion criteria for this study.
DOI: 10.17632/pp73w2g349.3
title: Geochemical results of the studied authigenic carbonates at seeps

description: The supplementary material is a Table including the site information and geochemical results of the studied authigenic carbonates at seeps.
DOI: 10.17632/g9fd55k94c
title: Arithmetic fact retrieval deficits in chronic stroke – a deficit of relearning?

description: This dataset contains processed lesion data of patients in the chronic phase of stroke (&gt; 6 months) with initial Aphasia. They were tested on Addition, Subtraction and Multiplication, but only Multiplication was analysed using Lesion Behaviour Mapping. See "how to reproduce" for more details on the analysis. Results suggest that a multiplication deficit in the chronic phase of stroke stems from a deficit of arithmetic re-learning, as lesion behaviour mapping indicated mostly parahippocampal areas involved in (re-)learning.

Version 2 contains an additional README.txt file.
DOI: 10.17632/g9fd55k94c.2
title: Arithmetic fact retrieval deficits in chronic stroke – a deficit of relearning?

description: This dataset contains processed lesion data of patients in the chronic phase of stroke (&gt; 6 months) with initial Aphasia. They were tested on Addition, Subtraction and Multiplication, but only Multiplication was analysed using Lesion Behaviour Mapping. See "how to reproduce" for more details on the analysis. Results suggest that a multiplication deficit in the chronic phase of stroke stems from a deficit of arithmetic re-learning, as lesion behaviour mapping indicated mostly parahippocampal areas involved in (re-)learning.

Version 2 contains an additional README.txt file.
DOI: 10.17632/4p88hnwyj8
title: Clinical Presentation of Large Plaque Parapsoriasis and Early-Stage Mycosis Fungoides

description: Figure 2A: Parapsoriasis presenting with faintly erythematous, mildly scaly macules and patches on the anterior trunk.
Figure 2B: Patch-stage mycosis fungoides (MF) showing localized, faintly erythematous lesions with fine surface scaling on the back 
 Figure 2C. Plaque-stage MF demonstrating a more thickened, infiltrated, dark erythematous plaque with prominent scaling on the lumbar region.
DOI: 10.17632/4p88hnwyj8.1
title: Clinical Presentation of Large Plaque Parapsoriasis and Early-Stage Mycosis Fungoides

description: Figure 2A: Parapsoriasis presenting with faintly erythematous, mildly scaly macules and patches on the anterior trunk.
Figure 2B: Patch-stage mycosis fungoides (MF) showing localized, faintly erythematous lesions with fine surface scaling on the back 
 Figure 2C. Plaque-stage MF demonstrating a more thickened, infiltrated, dark erythematous plaque with prominent scaling on the lumbar region.
DOI: 10.17632/gp29mts53r
title: Chlamydia trachomatis conventional secreted effector – host interactome

description: Raw AP-MS data from the study "Global mapping of the Chlamydia trachomatis conventional secreted effector – host interactome reveals CebN interacts with nucleoporins and Rae1 to impede STAT1 nuclear translocation"
on BioRxiv: https://www.biorxiv.org/content/10.1101/2024.04.25.587017v1
DOI: 10.5281/zenodo.17010532
title: THERMAL CONDUCTIVITY OF VARIOUS POLYMER COMPOSITIONS

description: This article presents the thermal conductivity of various polymer materials. Thermoplastic polymers, especially high density polyethylene, polypropylene, and  polymethyl methacrylate are described for their thermal conductivity under pressure. The change in thermal conductivity curves according to the type and amount of fillers added to thermoplastic polymers is explained by diagrams.
DOI: 10.5281/zenodo.17010533
title: THERMAL CONDUCTIVITY OF VARIOUS POLYMER COMPOSITIONS

description: This article presents the thermal conductivity of various polymer materials. Thermoplastic polymers, especially high density polyethylene, polypropylene, and  polymethyl methacrylate are described for their thermal conductivity under pressure. The change in thermal conductivity curves according to the type and amount of fillers added to thermoplastic polymers is explained by diagrams.
DOI: 10.17632/gp29mts53r.1
title: Chlamydia trachomatis conventional secreted effector – host interactome

description: Raw AP-MS data from the study "Global mapping of the Chlamydia trachomatis conventional secreted effector – host interactome reveals CebN interacts with nucleoporins and Rae1 to impede STAT1 nuclear translocation"
on BioRxiv: https://www.biorxiv.org/content/10.1101/2024.04.25.587017v1
DOI: 10.17632/vrp6y6m4sj.2
title: The second-order term in the Einstein field equations derived from the FRLW metric perturbation modelling a lattice universe generates a cosmological constant with the observed value.

description: excel and wxmaxima executable files
DOI: 10.34740/kaggle/dsv/12918847
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.3w7brt
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Digitaria ischaemum",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 60 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012434-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xeu3rv
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Digitaria ischaemum",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012435-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gtam73
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Digitaria ischaemum",
 "Country is Iceland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012436-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/kmh3th9ync
title: Cultural Adaptation of CBT for CUD in Peshawar: Multi-methods Protocol Supplementary Data

description: This dataset contains supplementary materials for the study on the feasibility and acceptability of culturally adapted Cognitive Behavioral Therapy (CA-CBT) for patients with Cannabis Use Disorder in tertiary care hospitals in Peshawar, Pakistan. The materials include screening instruments (CUDIT), patient questionnaires, informed consent forms, participant information sheets, interview and focus group guides, co-adaptation workshop invitations, and observation checklists. The supplementary data provide transparency and support replication, adaptation, and future research in similar cultural and clinical contexts
DOI: 10.17632/kmh3th9ync.2
title: Cultural Adaptation of CBT for CUD in Peshawar: Multi-methods Protocol Supplementary Data

description: This dataset contains supplementary materials for the study on the feasibility and acceptability of culturally adapted Cognitive Behavioral Therapy (CA-CBT) for patients with Cannabis Use Disorder in tertiary care hospitals in Peshawar, Pakistan. The materials include screening instruments (CUDIT), patient questionnaires, informed consent forms, participant information sheets, interview and focus group guides, co-adaptation workshop invitations, and observation checklists. The supplementary data provide transparency and support replication, adaptation, and future research in similar cultural and clinical contexts
DOI: 10.15468/dl.x3f624
title: Occurrence Download

description: A dataset containing 4557 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Symphyotrichum praealtum"
 ]
}

 The dataset includes 4557 records from 190 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012433-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/bg2553jb3n
title: FLAVOCAV Trial

description: Research Hypothesis
Our primary hypothesis was that daily supplementation with 80 mg of soy isoflavones would significantly improve quality of life in menopausal women, as measured by the Menopause-Specific Quality of Life (MENQOL) questionnaire, without adversely affecting coagulation markers (D-dimer and platelet counts).

Data and Methodology
Data were gathered through a parallel-group, double-blind, randomized controlled trial. One hundred postmenopausal women (12+ months amenorrhea) aged 45–65 were randomized to receive either soy isoflavones (80 mg/day) or a matching multivitamin placebo for 180 days. The MENQOL questionnaire (a validated 35-item instrument) was administered, and venous blood samples were collected to measure D-dimer, platelets, total cholesterol, and glucose at baseline, 90 days, and 180 days. Statistical analyses included repeated-measures ANOVA and t-tests, with intention-to-treat analysis.

Key Findings
Quality of Life: A significant improvement in total MENQOL score was observed in the intervention group at 180 days (104.9 ± 7.5 vs. 98.7 ± 9.1 in placebo; p = 0.0008).

Coagulation Markers: No significant changes were found in D-dimer (p = 0.371) or platelet levels (p = 0.164) between groups over time.

Safety: No adverse events or changes in clinical parameters (e.g., blood pressure, heart rate) were attributable to the intervention.

Interpretation
The data support the hypothesis: soy isoflavones significantly enhanced menopausal quality of life without affecting coagulation pathways. This suggests that soy isoflavones are a safe and effective non-hormonal alternative for alleviating menopausal symptoms, particularly in women seeking options beyond hormone therapy. Researchers and clinicians can use these findings to recommend soy isoflavones for quality-of-life improvement, with confidence that they do not increase thrombotic risk. Future studies should explore longer-term effects and mechanisms underlying these benefits.
DOI: 10.17632/bg2553jb3n.1
title: FLAVOCAV Trial

description: Research Hypothesis
Our primary hypothesis was that daily supplementation with 80 mg of soy isoflavones would significantly improve quality of life in menopausal women, as measured by the Menopause-Specific Quality of Life (MENQOL) questionnaire, without adversely affecting coagulation markers (D-dimer and platelet counts).

Data and Methodology
Data were gathered through a parallel-group, double-blind, randomized controlled trial. One hundred postmenopausal women (12+ months amenorrhea) aged 45–65 were randomized to receive either soy isoflavones (80 mg/day) or a matching multivitamin placebo for 180 days. The MENQOL questionnaire (a validated 35-item instrument) was administered, and venous blood samples were collected to measure D-dimer, platelets, total cholesterol, and glucose at baseline, 90 days, and 180 days. Statistical analyses included repeated-measures ANOVA and t-tests, with intention-to-treat analysis.

Key Findings
Quality of Life: A significant improvement in total MENQOL score was observed in the intervention group at 180 days (104.9 ± 7.5 vs. 98.7 ± 9.1 in placebo; p = 0.0008).

Coagulation Markers: No significant changes were found in D-dimer (p = 0.371) or platelet levels (p = 0.164) between groups over time.

Safety: No adverse events or changes in clinical parameters (e.g., blood pressure, heart rate) were attributable to the intervention.

Interpretation
The data support the hypothesis: soy isoflavones significantly enhanced menopausal quality of life without affecting coagulation pathways. This suggests that soy isoflavones are a safe and effective non-hormonal alternative for alleviating menopausal symptoms, particularly in women seeking options beyond hormone therapy. Researchers and clinicians can use these findings to recommend soy isoflavones for quality-of-life improvement, with confidence that they do not increase thrombotic risk. Future studies should explore longer-term effects and mechanisms underlying these benefits.
DOI: 10.17632/326tdhb4w4.1
title: PARENTAL VERBAL AGGRESSION, PARENTAL RESPONSIVENESS, AND YOUNG ADULTS’ RELATIONAL SATISFACTION WITH THEIR PARENTS

description: This study examined the relationships between parental verbal aggression, parental responsiveness, and young adults' relational satisfaction with their parents in the Ghanaian cultural context. Drawing from a sample of 366 young adults (freshmen undergraduates) selected through cluster sampling at the University of Cape Coast, this research assessed the correlation between parental communication styles on relational outcomes
DOI: 10.17632/j3mzhnxfdc
title: Detailed measurement data - Fe-MOF@UF membrane for MP removal at POU

description: This supplementary workbook comprises of recorded weight measurements, MOF dosage calculations, and PET-MP removal efficiency calculations, detailed during the assessments of influence of different parameters, including MOF dosage, synthesis temperatures, number of membrane layers, feed's pH, ionic composition, and reusability of the membrane system. The worksheet further contains the detailed water quality parameter results of three different drinking water samples which were investigated for performance validation phase of the Fe-MOF@UF membrane.
DOI: 10.17632/j3mzhnxfdc.1
title: Detailed measurement data - Fe-MOF@UF membrane for MP removal at POU

description: This supplementary workbook comprises of recorded weight measurements, MOF dosage calculations, and PET-MP removal efficiency calculations, detailed during the assessments of influence of different parameters, including MOF dosage, synthesis temperatures, number of membrane layers, feed's pH, ionic composition, and reusability of the membrane system. The worksheet further contains the detailed water quality parameter results of three different drinking water samples which were investigated for performance validation phase of the Fe-MOF@UF membrane.
DOI: 10.17632/g9t5sxd7cz
title: Understanding the Mechanisms Linking Academic Involution to Depression in Chinese Undergraduates: A Serial Mediation Analysis of Rest Intolerance and Burnout

description: Understanding the Mechanisms Linking Academic Involution to Depression in Chinese Undergraduates: A Serial Mediation Analysis of Rest Intolerance and Burnout
DOI: 10.17632/g9t5sxd7cz.1
title: Understanding the Mechanisms Linking Academic Involution to Depression in Chinese Undergraduates: A Serial Mediation Analysis of Rest Intolerance and Burnout

description: Understanding the Mechanisms Linking Academic Involution to Depression in Chinese Undergraduates: A Serial Mediation Analysis of Rest Intolerance and Burnout
DOI: 10.17632/ctwkwjsh4b
title: Prevalence and Demographics of Psoriasis in the Down Syndrome Population: A Cross-Sectional Analysis Using the Epic Cosmos Dataset

description: Supplemental Appendix 1 - Epic Cosmos Dataset Description 
Supplemental Figure 1 - Study Flow Chart
DOI: 10.17632/ctwkwjsh4b.1
title: Prevalence and Demographics of Psoriasis in the Down Syndrome Population: A Cross-Sectional Analysis Using the Epic Cosmos Dataset

description: Supplemental Appendix 1 - Epic Cosmos Dataset Description 
Supplemental Figure 1 - Study Flow Chart
DOI: 10.5281/zenodo.16965242
title: music&reading: Data2 and code

description: FNIRS data of children's independent reading with different background music, and analysis code of brain activation and brain connectivity.
DOI: 10.5281/zenodo.16965243
title: music&reading: Data2 and code

description: FNIRS data of children's independent reading with different background music, and analysis code of brain activation and brain connectivity.
DOI: 10.15468/dl.2znm7k
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Digitaria ischaemum",
 "Country is Latvia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012437-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qzcw7
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Digitaria ischaemum",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012438-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p8h79e
title: Occurrence Download

description: A dataset containing 1711 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Digitaria ischaemum",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1711 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012439-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16963971
title: music&reading:Data1

description: FNIRS data of children's independent reading with different background music
DOI: 10.15468/dl.mtpg9b
title: Occurrence Download

description: A dataset containing 3134 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Symphyotrichum boreale"
 ]
}

 The dataset includes 3134 records from 127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012440-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.