cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/d9y537z8bf
title: Sleep Fragmentation and Obstructive Sleep Apnea in Pulmonary Arterial Hypertension: A Systematic Mendelian Randomization Study of 14 Sleep Traits

description: This dataset contains the supplementary materials for the manuscript titled "Sleep Fragmentation and Obstructive Sleep Apnea in Pulmonary Arterial Hypertension: A Systematic Mendelian Randomization Study of 14 Sleep Traits".
It includes:
1. Supplementary Tables (S1-S4): Complete lists of genetic instruments, full Mendelian randomization results, and colocalization analysis outputs.
2. Supplementary Figures (S1-S3): Scatter plots from reverse MR analysis and locus comparison plots for significant associations.
3. Supplementary Methods: Detailed descriptions of additional sensitivity and quality control procedures.
These materials provide the underlying data and extended analyses supporting the main findings of the study, which identified obstructive sleep apnea (OSA) and objective sleep fragmentation (measured by the number of sleep episodes, NSE) as independent causal risk factors for pulmonary arterial hypertension. The data are provided to ensure reproducibility, facilitate meta-analyses, and enable further exploration by the research community.
DOI: 10.17632/d9y537z8bf.1
title: Sleep Fragmentation and Obstructive Sleep Apnea in Pulmonary Arterial Hypertension: A Systematic Mendelian Randomization Study of 14 Sleep Traits

description: This dataset contains the supplementary materials for the manuscript titled "Sleep Fragmentation and Obstructive Sleep Apnea in Pulmonary Arterial Hypertension: A Systematic Mendelian Randomization Study of 14 Sleep Traits".
It includes:
1. Supplementary Tables (S1-S4): Complete lists of genetic instruments, full Mendelian randomization results, and colocalization analysis outputs.
2. Supplementary Figures (S1-S3): Scatter plots from reverse MR analysis and locus comparison plots for significant associations.
3. Supplementary Methods: Detailed descriptions of additional sensitivity and quality control procedures.
These materials provide the underlying data and extended analyses supporting the main findings of the study, which identified obstructive sleep apnea (OSA) and objective sleep fragmentation (measured by the number of sleep episodes, NSE) as independent causal risk factors for pulmonary arterial hypertension. The data are provided to ensure reproducibility, facilitate meta-analyses, and enable further exploration by the research community.
DOI: 10.17632/pctdb2wfym.1
title: Trends in Program Signaling and Interview Invitations for Dermatology Residency Applications: A Cross-Sectional Analysis from 2024-2026 of the ERAS Specialty Dashboard

description: Supplemental Materials
DOI: 10.15468/6sbr9t
title: Replacement of names for two armoured scale genera (Hemiptera: Coccomorpha Diaspididae) due to homonymy

description: This dataset contains the digitized treatments in Plazi based on the original journal article Meng, Shitao, Xing, Jichun (2022): Replacement of names for two armoured scale genera (Hemiptera: Coccomorpha Diaspididae) due to homonymy. Zootaxa 5116 (2): 299-300, DOI: 10.11646/zootaxa.5116.2.7
DOI: 10.17632/9nm6v5w5r9
title: The role of organic matter degradation for anomalous enrichment of mercury in Early Cambrian black shales, South China

description: The dataset includes all the experimental data in the article as well as the TOC/P data collected from the Nanhua Basin.
DOI: 10.17632/9nm6v5w5r9.1
title: The role of organic matter degradation for anomalous enrichment of mercury in Early Cambrian black shales, South China

description: The dataset includes all the experimental data in the article as well as the TOC/P data collected from the Nanhua Basin.
DOI: 10.17632/hmvb8m9vdx
title: PK raw data of Amoxicillin in Muscle using PKsolver

description: This dataset provides raw and processed pharmacokinetic (PK) data for Amoxicillin in the muscle tissues of Olive flounder (Paralichthys olivaceus). The data were obtained following a single intramuscular administration (into the cheek and dorsal muscle) of Amoxicillin at a dose of 40 mg/kg.
The dataset includes:
Individual and mean concentration-time profiles of Amoxicillin in muscle.
Non-compartmental analysis (NCA) parameters calculated using PKsolver.
Raw concentration data determined via LC-MS/MS.
These data are valuable for comparative PK studies across different fish species or for establishing scientifically-based withdrawal periods in the aquaculture industry.
DOI: 10.17632/hmvb8m9vdx.1
title: PK raw data of Amoxicillin in Muscle using PKsolver

description: This dataset provides raw and processed pharmacokinetic (PK) data for Amoxicillin in the muscle tissues of Olive flounder (Paralichthys olivaceus). The data were obtained following a single intramuscular administration (into the cheek and dorsal muscle) of Amoxicillin at a dose of 40 mg/kg.
The dataset includes:
Individual and mean concentration-time profiles of Amoxicillin in muscle.
Non-compartmental analysis (NCA) parameters calculated using PKsolver.
Raw concentration data determined via LC-MS/MS.
These data are valuable for comparative PK studies across different fish species or for establishing scientifically-based withdrawal periods in the aquaculture industry.
DOI: 10.15468/dl.w4jvuh
title: Occurrence Download

description: A dataset containing 1017 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cicindela depressula",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 1017 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065127-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/7rjptv
title: A remarkable new species of Hippeastrum (Amaryllidaceae) from the Serra da Mantiqueira, Southeastern Brazil

description: This dataset contains the digitized treatments in Plazi based on the original journal article Campos-Rocha, Antonio, Medeiros, Alexandre Da Silva, Meerow, Alan William, Sanz-Veiga, Priscila Andre, Koch, Ingrid, Dutilh, Julie Henriette Antoinette (2022): A remarkable new species of Hippeastrum (Amaryllidaceae) from the Serra da Mantiqueira, Southeastern Brazil. Phytotaxa 571 (2): 197-208, DOI: 10.11646/phytotaxa.571.2.6, URL: http://dx.doi.org/10.11646/phytotaxa.571.2.6AbstractSerra da Mantiqueira is the most important mountain range in eastern South America, known for its high levels of species richness and endemism. A new species of Amaryllidaceae endemic to the region was recently identified, described and illustrated herein. It can be recognized by its rupicolous habit, large bulbs, reaching 12 cm in diameter, annual, lorate leaves, white flowers with pink striations and perigonal tube up to 1.5 cm long. Comments on its habitat, conservation status, phenology data, photographs and illustrations are provided, as well as comparison with the most morphologically similar species. Known by only a single population, exposed to several types of threats and with limited guarantee of protection, Hippeastrum abatinguara is considered Critically Endangered. Additionally, a key to the species of Hippeastrum occurring in the Serra da Mantiqueira is presented, accompanied by photographs of these species in their natural habitats.
DOI: 10.5281/zenodo.18050776
title: Data for Unexpected daytime N2O5 in urban areas: formation mechanisms and environmental impacts

description: Data is presented in the manuscript "Unexpected daytime N2O5 in urban areas: formation mechanisms and environmental impacts" submitted to Geophysical Research Letters. In this study, we study unexpected daytime N2O5 in urban areas.
DOI: 10.17632/nk7pdrwsk2
title: Good and bad classification of Trichosanthes dioica(pointed gourd)

description: Trichosanthes dioica commonly known as pointed gourd, is a nutritious cucurbit vegetable widely consumed in South Asia. It is valued for its low calorie content and high moisture level, making it suitable for healthy and diabetic-friendly diets. Potol is a good source of dietary fiber, vitamins such as vitamin C and provitamin A (β-carotene), and essential minerals including potassium, magnesium, and iron, which support digestion, immunity, and cardiovascular health.
The standard shelf life of Trichosanthes dioica ( pointed gourd) depends mainly on storage conditions:
At ambient (room) temperature (25–30 °C)
2–3 days . Rapid moisture loss, softening, and microbial spoilage occur due to high respiration rate.
The potol fruits showing green to light green colour with relatively smooth and intact skin represent better-preserved samples, although slight shrivelling and surface dullness suggest moisture loss and advancing senescence. In contrast, the severely deteriorated fruit exhibits orange–yellow discoloration, extensive fungal growth (white mycelium), tissue softening, and surface decay, which are typical symptoms of microbial spoilage and over-ripening. These changes reflect high respiration rate, enzymatic breakdown of tissues, and microbial invasion during prolonged storage. The image clearly demonstrates that after 14 days, potol stored under uncontrolled or suboptimal conditions becomes unacceptable for consumption, confirming its limited shelf life.
Sample collection:-
Fresh and mature fruits of Trichosanthes dioica were collected from local markets of Malda town, West Bengal, India (24°59′N, 88°08′E), and the collection location was mapped using GPS coordinates. Immediately after procurement, the samples were sorted to remove damaged or visibly spoiled fruits. The selected potol samples were first washed thoroughly with normal tap water to remove adhering soil and surface impurities. Digital images of the samples were captured using a smartphone (Vivo Y16) operating on Android version 12 (Funtouch OS 12). The device was equipped with an octa-core processor (2.3 GHz), 4 GB RAM, and 64 GB internal storage.Image acquisition was carried out daily for 14 consecutive days after purchase to monitor visual quality changes and shelf-life deterioration. Approximately 1000 images were captured per day, out of which 71 high-quality images per day were selected based on clarity, focus, and uniform illumination for further analysis. The image dataset was used to study progressive changes in color, texture, surface integrity, and microbial spoilage during storage. This systematic image acquisition protocol enabled continuous non-destructive monitoring of potol quality throughout the storage period.
In this dataset, the bad image folder contains 500 images of Trichosanthes dioica (pointed gourd), and the good image folder also contains 500 images of Trichosanthes dioica (pointed gourd).
Therefore, the total number of images in the dataset is 1000.
DOI: 10.17632/nk7pdrwsk2.1
title: Good and bad classification of Trichosanthes dioica(pointed gourd)

description: Trichosanthes dioica commonly known as pointed gourd, is a nutritious cucurbit vegetable widely consumed in South Asia. It is valued for its low calorie content and high moisture level, making it suitable for healthy and diabetic-friendly diets. Potol is a good source of dietary fiber, vitamins such as vitamin C and provitamin A (β-carotene), and essential minerals including potassium, magnesium, and iron, which support digestion, immunity, and cardiovascular health.
The standard shelf life of Trichosanthes dioica ( pointed gourd) depends mainly on storage conditions:
At ambient (room) temperature (25–30 °C)
2–3 days . Rapid moisture loss, softening, and microbial spoilage occur due to high respiration rate.
The potol fruits showing green to light green colour with relatively smooth and intact skin represent better-preserved samples, although slight shrivelling and surface dullness suggest moisture loss and advancing senescence. In contrast, the severely deteriorated fruit exhibits orange–yellow discoloration, extensive fungal growth (white mycelium), tissue softening, and surface decay, which are typical symptoms of microbial spoilage and over-ripening. These changes reflect high respiration rate, enzymatic breakdown of tissues, and microbial invasion during prolonged storage. The image clearly demonstrates that after 14 days, potol stored under uncontrolled or suboptimal conditions becomes unacceptable for consumption, confirming its limited shelf life.
Sample collection:-
Fresh and mature fruits of Trichosanthes dioica were collected from local markets of Malda town, West Bengal, India (24°59′N, 88°08′E), and the collection location was mapped using GPS coordinates. Immediately after procurement, the samples were sorted to remove damaged or visibly spoiled fruits. The selected potol samples were first washed thoroughly with normal tap water to remove adhering soil and surface impurities. Digital images of the samples were captured using a smartphone (Vivo Y16) operating on Android version 12 (Funtouch OS 12). The device was equipped with an octa-core processor (2.3 GHz), 4 GB RAM, and 64 GB internal storage.Image acquisition was carried out daily for 14 consecutive days after purchase to monitor visual quality changes and shelf-life deterioration. Approximately 1000 images were captured per day, out of which 71 high-quality images per day were selected based on clarity, focus, and uniform illumination for further analysis. The image dataset was used to study progressive changes in color, texture, surface integrity, and microbial spoilage during storage. This systematic image acquisition protocol enabled continuous non-destructive monitoring of potol quality throughout the storage period.
In this dataset, the bad image folder contains 500 images of Trichosanthes dioica (pointed gourd), and the good image folder also contains 500 images of Trichosanthes dioica (pointed gourd).
Therefore, the total number of images in the dataset is 1000.
DOI: 10.15468/3e9rjp
title: Molecular systematics of the enigmatic dwarf gecko Lygodactylus ornatus and description of a new species of the L. verticillatus group from the North West of Madagascar

description: This dataset contains the digitized treatments in Plazi based on the original journal article Rakotoarison, Andolalao, Gippner, Sven, Multzsch, Malte, Miralles, Aurélien, Razafimanafo, Delina, Hasiniaina, Alida, Glaw, Frank, Vences, Miguel (2025): Molecular systematics of the enigmatic dwarf gecko Lygodactylus ornatus and description of a new species of the L. verticillatus group from the North West of Madagascar. Zootaxa 5621 (4): 420-436, DOI: 10.11646/zootaxa.5621.4.2, URL: https://doi.org/10.11646/zootaxa.5621.4.2AbstractThe genus Lygodactylus currently contains 33 Malagasy species, all of them endemic to the region. Several of these are poorly known, and sometimes known only from their name-bearing type specimens. Molecular genetic work has revealed the existence of numerous highly divergent but not yet formally named lineages. Here, we report on the finding of L. ornatus Pasteur, 1965, a species that was previously known only from the holotype and a few field observations made in 1994. The species was observed to be relatively common in rocky areas at a location near the rural town of Mandritsara and is characterized by a conspicuous color pattern, with bright yellow throat marked with 3–6 mostly interrupted sharp black transversal stripes, and an orange underside of the tail. Phylogenetically, the species was found to be related to L. arnoulti, L. blancae and L. heterurus, within the L. verticillatus group, despite lacking the distinct tail whorls typical of the species belonging to this group. We discovered an additional species-level lineage of Lygodactylus in the same clade, for which we provide a formal taxonomic description. The genetically highly distinct Lygodactylus namoroka sp. nov. was collected in the Tsingy de Namoroka National Park and is characterized by a throat pattern with poorly marked dark gray longitudinal stripes, and a distinct contact between the lateral parts of the mental with the postmental scales, which appears to be unique for this species within the L. verticillatus group.
DOI: 10.17632/36pws6gj2d
title: Novel homozygous mutation of SPG20 gene results in the Troyer syndrome in China

description: whole exome sequencing identified homozygous mutation of a new splice site c.1734-1 G&gt;C in SPG20 gene, cause a frame shift after aa 577 and expression a truncated 598-aa protein (wild type SPG20 is 666 aa).
DOI: 10.17632/36pws6gj2d.1
title: Novel homozygous mutation of SPG20 gene results in the Troyer syndrome in China

description: whole exome sequencing identified homozygous mutation of a new splice site c.1734-1 G&gt;C in SPG20 gene, cause a frame shift after aa 577 and expression a truncated 598-aa protein (wild type SPG20 is 666 aa).
DOI: 10.17632/zj5rz94szy
title: Wang et al_Assessing the applicability of methods for calculating 234U recoil loss factor in the comminution age model_Data

description: Grain size distribution, specific surface area and fractal dimension.
DOI: 10.17632/zj5rz94szy.1
title: Wang et al_Assessing the applicability of methods for calculating 234U recoil loss factor in the comminution age model_Data

description: Grain size distribution, specific surface area and fractal dimension.
DOI: 10.17632/r5k3nzb8gx
title: louis-dataset

description: The LouiS Validation Dataset was created to support research, education, and evaluation of systems for stroke syndrome recognition and neuroanatomical localization. It consists of two components: a structured database of stroke syndromes and a small set of curated clinical cases. The dataset represents expert reference knowledge derived from neurology textbooks and peer reviewed articles and does not contain patient level data.

The Stroke Syndromes Database includes 619 manually curated entries. Each entry defines a stroke syndrome using standardized fields for clinical features, anatomical localization, vascular territory, and symptom lateralization. Lateralization is encoded using fixed categories to allow consistent interpretation. Syndrome names are provided in English, Portuguese, and Spanish, with translations generated using language models and manually verified. Descriptions were reconstructed by consolidating multiple sources to improve consistency.

The dataset also includes 12 curated clinical cases with reference diagnoses, used for validation and benchmarking. Data are provided in JSON and CSV formats. The dataset is intended as a transparent knowledge base for retrieval based systems, education, and evaluation of diagnostic tools in stroke neurology.
DOI: 10.17632/r5k3nzb8gx.1
title: louis-dataset

description: The LouiS Validation Dataset was created to support research, education, and evaluation of systems for stroke syndrome recognition and neuroanatomical localization. It consists of two components: a structured database of stroke syndromes and a small set of curated clinical cases. The dataset represents expert reference knowledge derived from neurology textbooks and peer reviewed articles and does not contain patient level data.

The Stroke Syndromes Database includes 619 manually curated entries. Each entry defines a stroke syndrome using standardized fields for clinical features, anatomical localization, vascular territory, and symptom lateralization. Lateralization is encoded using fixed categories to allow consistent interpretation. Syndrome names are provided in English, Portuguese, and Spanish, with translations generated using language models and manually verified. Descriptions were reconstructed by consolidating multiple sources to improve consistency.

The dataset also includes 12 curated clinical cases with reference diagnoses, used for validation and benchmarking. Data are provided in JSON and CSV formats. The dataset is intended as a transparent knowledge base for retrieval based systems, education, and evaluation of diagnostic tools in stroke neurology.
DOI: 10.17632/mh6kd98gxr
title: Data Set 1

description: Questionnaire Data Set Responses
DOI: 10.17632/mh6kd98gxr.1
title: Data Set 1

description: Questionnaire Data Set Responses
DOI: 10.17632/3bbm5cgtgh
title: Investigator Global Assessment for PG (IGAPg) with examples

description: This is an instrument to assess static disease severity for pyoderma gangrenosum. Summary of the content validity has been uploaded. Examples have been added for better comprehension of the readers.
DOI: 10.17632/3bbm5cgtgh.1
title: Investigator Global Assessment for PG (IGAPg) with examples

description: This is an instrument to assess static disease severity for pyoderma gangrenosum. Summary of the content validity has been uploaded. Examples have been added for better comprehension of the readers.
DOI: 10.17632/hz9kk6y4pn
title: A study protocol to compare the efficacy of individual tele-rehabilitation and group tele-rehabilitation in enhancing the quality of sleep among healthy individuals

description: To our best knowledge, this is the first study consisting of supervised protocols to enhance the quality of sleep among healthy individuals with disturbed sleep. This reliability and adaptability of the protocol was examined after performing the pilot study. Furthermore, this supervised protocol delivered via non-randomization method among participants via individual and group tele-rehabilitation to compare its efficacy. This protocol could provide benefits to insomnia patients to overcome their sleeping problems. I hope this manuscript will enrich the content in the existing literature and add valuable insights to the insomnia problems.
DOI: 10.15468/h2rh9e
title: A new cave species of Isometrus Ehrenberg 1828 from Myanmar (Scorpiones: Buthidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Lourenço, Wilson R., Ythier, Eric (2025): A new cave species of Isometrus Ehrenberg 1828 from Myanmar (Scorpiones: Buthidae). Faunitaxys 13 (4): 1-6, DOI: 10.57800/faunitaxys-13(04), URL: http://dx.doi.org/10.1097/PHH.0000000000002173Abstract. – A new species belonging to the genus Isometrus Ehrenberg 1828, subgenus Reddyanus Vachon, 1972, is described from Myanmar: Isometrus (Reddyanus) alessandroi sp. n., which was collected in Saddan Cave, located in Kayin State, in the East of the country. In recent years the number of new species added to both subgenera Isometrus and Reddyanus have increased remarkably. Nevertheless, none of these descriptions concerned Myanmar. This particular geographic situation as well as a combination of several morphological features led us to propose here this new species.
DOI: 10.17632/hz9kk6y4pn.1
title: A study protocol to compare the efficacy of individual tele-rehabilitation and group tele-rehabilitation in enhancing the quality of sleep among healthy individuals

description: To our best knowledge, this is the first study consisting of supervised protocols to enhance the quality of sleep among healthy individuals with disturbed sleep. This reliability and adaptability of the protocol was examined after performing the pilot study. Furthermore, this supervised protocol delivered via non-randomization method among participants via individual and group tele-rehabilitation to compare its efficacy. This protocol could provide benefits to insomnia patients to overcome their sleeping problems. I hope this manuscript will enrich the content in the existing literature and add valuable insights to the insomnia problems.