cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28640018
title: Supplementary Material for: An evolutionary loss of parental care in stickleback is associated with differences in the activity, but not the number, of neuropeptidergic neurons in the preoptic area

description: Introduction: A central question about the evolution of social behavior is how extensive diversity can arise when behaviors depend on shared neural, molecular, and hormonal mechanisms. Comparing close relatives can offer insights into which components of shared mechanisms are most evolvable. Methods: We discriminate between two nonexclusive hypotheses by which conserved neural mechanisms might evolve to generate differences in social behavior: changes in the number or activity of neurons. We test these hypotheses in two recently diverged ecotypes of threespine stickleback (Gasterosteus aculeatus); the common ecotype provides parental care, while the white ecotype does not. We used double-label fluorescent immunohistochemistry with pS6, a marker of transcriptionally active neurons, to quantify the number and activity of two preoptic neuropeptidergic cell types that affect parental care across vertebrates: galanin and oxytocin. Results: Ecotypes did not differ in the overall activity of the preoptic area or the number of galanin and oxytocin neurons but did differ in the activity of galanin and oxytocin neurons. The activity of these neurons changed across reproductive stages in the common but not the white ecotype. Activity peaked after mating in commons when males began to care for their offspring, suggesting that changes in the activity of these specific preoptic neurons are required to transition from courtship to parenting. Conclusion: Overall, our study suggests that rapid behavioral evolution occurred via changes in the activity but not the number of specific preoptic neuropeptidergic neurons.
DOI: 10.6084/m9.figshare.28677731
title: Supplementary Material for: Relation of Serum Creatinine Twitches and Outcomes among STEMI Patients

description: Background: Acute kidney injury (AKI) is notoriously associated with adverse outcomes and mortality in patients with acute coronary syndrome. However, using the general cutoff of 0.3 mg/dL increase from baseline for AKI definition and neglecting smaller changes could result in late diagnosis and impaired prognostication. We aimed to assess the prognostic utility of minor creatinine changes ("twitches") in a large cohort of ST-segment-elevation myocardial infraction (STEMI) patients and determine an optimal cutoff value for future use. 

Methods: This retrospective analysis of a prospective database included 2933 consecutive patients admitted with STEMI between 2008-2022 to the cardiac intensive care unit of a large tertiary medical center. Renal function was assessed upon admission and at-least once daily thereafter. Creatinine twitches were defined as a change from baseline to peak creatinine level of between 0.1 to 0.3 mg/dl. 30-day and 1-year mortality were the main outcomes.

Results: From the study cohort (mean age 62 ±13, 19% female, 16% with prior MI), 551 (19%) subjects presented creatinine twitches and 254 (9%) developed AKI. Compared to subjects with stable creatinine, those with creatinine twitches had higher rates of 30-day (1% vs. 2.5%, p&lt;0.001) and 1-year (1.6% vs. 4.4%, p&lt;0.001) mortality. In cox multivariate analysis, creatinine twitches had a higher hazard for 1-year mortality (HR 1.87, 95% CI 1.1-3.2) and only a trend for 30-day mortality (HR 1.52, 95% CI 0.96-2.96). Creatinine rise had an area under the curve of 0.780 (95% CI 0.73-0.83) for 1-year mortality prediction, and 0.12 mg/dl was the optimal cutoff for prediction, with a sensitivity of 71%, specificity of 79%. In sub-group multivariate analysis, only twitches that did not resolve during hospitalization had higher hazard for mortality (HR 3.42, 95% CI 1.65-7.05). 

Conclusion: Serum creatinine twitches are common among STEMI patients and correlate with elevated 30 days and 1-year mortality. These seemingly minor changes should prompt renal protective strategies for early detection and treatment.
DOI: 10.5281/zenodo.7311090
title: Moored current and temperature measurements in the Southern Adriatic Sea at mooring site BB and FF, March 2012-June 2020

description: This data set includes n.4 files (NetCDF format) containing observational data and related metadata from two mooring sites, sites BB and FF, located in the Southern Adriatic Sea from the period from March 2012 to June 2020. The stand-alone moorings are equipped with an ADCP-RDI system which measures currents along the last 100 meters of the water column and a CTD probe located approximatively 10 m above the bottom. Moorings were configured and maintained for continuous long-term monitoring following the approach of the CIESM Hydrochanges Program (www.ciesm.org/marine/programs/hydrochanges.html). The moorings are currently operational as from 2021 they have joined the southern Adriatic submarine observatory of EMSO-ERIC European Consortium. The data are described in data paper Paladini et al., (In prep): Deep water hydrodynamic observations of two moorings sites on the continental slope of the Southern Adriatic Sea (Mediterranean Sea).
DOI: 10.6084/m9.figshare.28690091
title: Green Economy

description: Green Economy
DOI: 10.5281/zenodo.15104888
title: Hydrodynamic characteristics of a compound braided channel with unstable bars: The role of riparian vegetation in the middle Yarlung Tsangpo River
DOI: 10.5281/zenodo.15104889
title: Hydrodynamic characteristics of a compound braided channel with unstable bars: The role of riparian vegetation in the middle Yarlung Tsangpo River
DOI: 10.34740/kaggle/dsv/11204200
title: e-IPO Indonesia Data - Investment
DOI: 10.5281/zenodo.15105123
title: The laterality of guard passing in Brazilian jiu-jitsu

description: The dataset for the project titled "the laterality of guard passing in Brazilian jiu-jitsu." The urls for the video footage analyzed in the study were available in the CSV file titled "halfGuard0329_25.csv."
DOI: 10.5281/zenodo.15105124
title: The laterality of guard passing in Brazilian jiu-jitsu

description: The dataset for the project titled "the laterality of guard passing in Brazilian jiu-jitsu." The urls for the video footage analyzed in the study were available in the CSV file titled "halfGuard0329_25.csv."
DOI: 10.15468/dl.a6c7s4
title: Occurrence Download

description: A dataset containing 3295 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Asia",
 "Country is China",
 "TaxonKey is Aves",
 "Year 2001-2001"
 ]
}

 The dataset includes 3295 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006088-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15105047
title: High-Precision Well-Log Curve Alignment Based on DTW and Machine Learning

description: The data consists of two logging data and one Python code
DOI: 10.5281/zenodo.15105048
title: High-Precision Well-Log Curve Alignment Based on DTW and Machine Learning

description: The data consists of two logging data and one Python code
DOI: 10.6084/m9.figshare.28682798
title: CE-AP-Extraction-AIS

description: The algorithm for extracting anchor positions from the center can extract anchor positions of high quality, facilitating more refined research on anchor positions.
DOI: 10.15468/dl.tprta2
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Colombia",
 "DatasetKey is one of (iNaturalist Research-grade Observations, NABU|naturgucker, Biodiversidad asociada a la declaración del Área Protegida en el Pueblo Indígena EPERARA SIAPIDARA, Resguardo Calle Santa Rosa, Timbiquí (Cauca), Caracterizacion Ecologica de la Fauna de Anfibios Presentes en la Zona de Influencia de la Parte Alta del Rio Guangui)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phyllobates terribilis Myers, Daly & Malkin, 1978"
 ]
}

 The dataset includes 20 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006089-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11204359
title: Hacker News Cumulative Data
DOI: 10.5281/zenodo.10522830
title: SST for Marine Heat Waves in ERA5 and Counterfactual Climate (1940-2023)
DOI: 10.5281/zenodo.10522831
title: SST for Marine Heat Waves in ERA5 and Counterfactual Climate (1940-2023)
DOI: 10.5281/zenodo.14888040
title: STTORM-CD-Floods

description: This change detection dataset was used in STTORM-CD research and consists of Sentinel-2 time-series data capturing flood events. It includes 12 training scenes and 4 test scenes.

 

The dataset is provided in two formats:





RGB (.png):



True Color RGB composite of Sentinel-2 imagery.

Label color assignments for the change masks are defined in label_colors.txt.









NumPy (.npy):



14 channels - contains raw L1C digital number (DN) data (uint16), including all 13 original Sentinel-2 bands. The last channel is a binary cloud mask, generated using s2cloudless (https://github.com/sentinel-hub/sentinel2-cloud-detector).

Change masks are in binary format (0 = no change, 1 = change).





For further details, please refer to the publication or the linked GitHub.

 

Contains Modified Copernicus Sentinel data [2024]/Sentinel Hub.

 



Release History:





v1 – Initial release.

v2 – Unnecessary Mac-specific files were removed and label_colors.txt was corrected.
DOI: 10.5281/zenodo.14888041
title: STTORM-CD Dataset
DOI: 10.5281/zenodo.14891438
title: STTORM-CD-Floods

description: This change detection dataset was used in STTORM-CD research and consists of Sentinel-2 time-series data capturing flood events. It includes 12 training scenes and 4 test scenes.

 

The dataset is provided in two formats:





RGB (.png):



True Color RGB composite of Sentinel-2 imagery.

Label color assignments for the change masks are defined in label_colors.txt.









NumPy (.npy):



14 channels - contains raw L1C digital number (DN) data (uint16), including all 13 original Sentinel-2 bands. The last channel is a binary cloud mask, generated using s2cloudless (https://github.com/sentinel-hub/sentinel2-cloud-detector).

Change masks are in binary format (0 = no change, 1 = change).





For further details, please refer to the publication or the linked GitHub.

 

Contains Modified Copernicus Sentinel data [2024]/Sentinel Hub.

 



Release History:





v1 – Initial release.

v2 – Unnecessary Mac-specific files were removed and label_colors.txt was corrected.
DOI: 10.15468/dl.8525mn
title: Occurrence Download

description: A dataset containing 555133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "DatasetKey is NABU|naturgucker",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2018-2018"
 ]
}

 The dataset includes 555133 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006091-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15105140
title: Computer-assisted study of historical Lemkian (Transcarpathian Ukraine) lects: basic vocabulary approach - Supplementary material 1 (Dataset)

description: The dataset presents the historical Lemkian (small territorial lect in Transcarpathian Ukraine) text LA1407 from the earlier non-digitised study (Nakonetschna and Rudnyćkyj 1940). The dataset is in .conllu format with silver morhological tagging and lemmatisation performed by Stanza model for Ukrainian (Qi et al. 2018; Qi et al. 2020). The dataset is also enriched with basic vocabulary and named entities tags.

The texts in the dataset are present in three forms: IPA transcription, standard-like Cyrillic transcription,  and original German translation. The basic form of representation is standard-like Cyrillic transcription to make automatic tagging easier; however, each token in miscellanea section also has keys wf (normalised form) and tf (transcription in IPA).
DOI: 10.5281/zenodo.15105141
title: Computer-assisted study of historical Lemkian (Transcarpathian Ukraine) lects: basic vocabulary approach - Supplementary material 1 (Dataset)

description: The dataset presents the historical Lemkian (small territorial lect in Transcarpathian Ukraine) text LA1407 from the earlier non-digitised study (Nakonetschna and Rudnyćkyj 1940). The dataset is in .conllu format with silver morhological tagging and lemmatisation performed by Stanza model for Ukrainian (Qi et al. 2018; Qi et al. 2020). The dataset is also enriched with basic vocabulary and named entities tags.

The texts in the dataset are present in three forms: IPA transcription, standard-like Cyrillic transcription,  and original German translation. The basic form of representation is standard-like Cyrillic transcription to make automatic tagging easier; however, each token in miscellanea section also has keys wf (normalised form) and tf (transcription in IPA).
DOI: 10.15468/dl.5cxac6
title: Occurrence Download

description: A dataset containing 1903 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((10.81072 45.99416,10.93752 45.99416,10.93752 46.08312,10.81072 46.08312,10.81072 45.99416))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1903 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006092-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28690112
title: Raw Eye-Tracking Data on Students' Familiarisation Strategies with a General-Reference Map

description: This dataset contains raw eye-tracking data collected during a study "<b>Students’ strategies of familiarisation with a general-reference map of an unknown area</b>" investigating how upper-secondary students familiarise themselves with a general-reference map of an unfamiliar area. The study involved 20 participants (aged 18–20), who were given 60 seconds to explore a specially prepared map using a screen-based eye tracker (SMI RED 250, 250 Hz).The dataset includes number of fixations as well as fixation in predefined Areas of Interest (AOIs), such as the map face, legend, hypsometric tints, and the graphic scale. The data were exported from SMI BeGaze and converted using the SMI2OGAMA converter for further processing. Format: txt.
DOI: 10.15468/dl.b7d2c2
title: Occurrence Download

description: A dataset containing 27331 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Cervus elaphus Linnaeus, 1758"
 ]
}

 The dataset includes 27331 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006093-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11204512
title: World Weather Repository ( Daily Updating )
DOI: 10.15468/dl.4ze9qk
title: Occurrence Download

description: A dataset containing 5675890 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Year 2000-2025"
 ]
}

 The dataset includes 5675890 records from 3285 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006090-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vq8vab
title: Occurrence Download

description: A dataset containing 34258 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Animal Sound Archive"
 ]
}

 The dataset includes 34258 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049308-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v9dqj2
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-103.76688 19.25536,-103.46688 19.25536,-103.46688 19.45697,-103.76688 19.45697,-103.76688 19.25536))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (CR, EN)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 90 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049309-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14559295
title: INGLIZ VA O'ZBEK TILLARIDA MAKON KONSEPTINI IFODA ETUVCHI BIRLIKLARNING SEMANTIK TAVSIFLARI.
DOI: 10.5281/zenodo.14559296
title: INGLIZ VA O'ZBEK TILLARIDA MAKON KONSEPTINI IFODA ETUVCHI BIRLIKLARNING SEMANTIK TAVSIFLARI.
DOI: 10.15468/dl.xzykqn
title: Occurrence Download

description: A dataset containing 81767 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Castor canadensis Kuhl, 1820"
 ]
}

 The dataset includes 81767 records from 190 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049307-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ee844
title: Occurrence Download

description: A dataset containing 413 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cumulopuntia sphaerica (C.F.Först.) E.F.Anderson"
 ]
}

 The dataset includes 413 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049312-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zuc6j3
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-103.76688 19.25536,-103.46688 19.25536,-103.46688 19.45697,-103.76688 19.45697,-103.76688 19.25536))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (CR, EN)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 90 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049311-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14559302
title: METHODS OF DEVELOPING FLEXIBILITY OF PRIMARY CLASS STUDENTS
DOI: 10.5281/zenodo.14559303
title: METHODS OF DEVELOPING FLEXIBILITY OF PRIMARY CLASS STUDENTS
DOI: 10.15468/dl.qfybe3
title: Occurrence Download

description: A dataset containing 535 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Callicore pitheas"
 ]
}

 The dataset includes 535 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049313-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mbhe6y
title: Occurrence Download

description: A dataset listing the 4016902 species recorded in GBIF matching the query:
{ }

 The dataset's 4016902 records were derived from 70134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049310-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ffyks2
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nolana stenophylla I.M.Johnst."
 ]
}

 The dataset includes 109 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049314-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14559306
title: QALQONSIMON BEZ KASALLIKLARI PATOMORFOLOGIYASI

description: Qalqonsimon  bez kasalliklari yer yuzida eng keng tarqalgan kasalliklardan  hisoblanadi. Qalqonsimon bez kasalliklariga: Buqoq, Gipertireoz, Bazedov, Gipotireoz, Tireoiditlar, Miksedema, Kretinizm. Yod yetishmasligi hamda qalqonsimon bezi funksiyasining buzilishi natijasida kelib chiqadi. Buqoq kasalligi erkaklarga nisbatan ayollarda uchrash ehtomoli ko’proq foizlarni tashkil qiladi. Kasallikning asosiy sababi endemik  o’choqlarda joylashuvning ahamiyati katta hisoblanadi. Biz yashayotgan hududda tuproqda, suvda, havoda yod moddasining bolmasligidan kelib chiqadi. Shuning uchun har bir kishi profilaktik chora- tadbirlarga ahamiyat berishi kunlik yod preparatlaridan qabul qilishi kerak.
DOI: 10.5281/zenodo.14559307
title: QALQONSIMON BEZ KASALLIKLARI PATOMORFOLOGIYASI

description: Qalqonsimon  bez kasalliklari yer yuzida eng keng tarqalgan kasalliklardan  hisoblanadi. Qalqonsimon bez kasalliklariga: Buqoq, Gipertireoz, Bazedov, Gipotireoz, Tireoiditlar, Miksedema, Kretinizm. Yod yetishmasligi hamda qalqonsimon bezi funksiyasining buzilishi natijasida kelib chiqadi. Buqoq kasalligi erkaklarga nisbatan ayollarda uchrash ehtomoli ko’proq foizlarni tashkil qiladi. Kasallikning asosiy sababi endemik  o’choqlarda joylashuvning ahamiyati katta hisoblanadi. Biz yashayotgan hududda tuproqda, suvda, havoda yod moddasining bolmasligidan kelib chiqadi. Shuning uchun har bir kishi profilaktik chora- tadbirlarga ahamiyat berishi kunlik yod preparatlaridan qabul qilishi kerak.
DOI: 10.15468/dl.yyrnvu
title: Occurrence Download

description: A dataset containing 1108 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Callicore pitheas"
 ]
}

 The dataset includes 1108 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049317-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14559347
title: THE  METHODOLOGY OF LANGUAGE LEARNING THROUGH ARTIFICIAL INTELLIGENCE

description: This article explores the methodology of language learning through Artificial Intelligence (AI), highlighting how AI technologies such as personalized learning platforms, adaptive algorithms, and natural language processing (NLP) enhance traditional language acquisition techniques. The paper delves into the role of AI in creating customized, efficient learning experiences, improving language retention, and aligning with cognitive principles like spaced repetition and cognitive load management. It also addresses the potential future of AI in language learning, including the integration of augmented reality (AR) and virtual reality (VR) for immersive language experiences.