cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5061/dryad.7d7wm383n
title: Debris flow hazard prediction and result explanation based on deep learning

description: Addressing the challenges of low accuracy, weak adaptability, and poor
 explainability in existing models for debris flow hazard prediction, this
 study introduces a novel forecasting approach. Utilizing a dataset from
 159 disaster points within the Nujiang River basin in China and selecting
 15 influential factors, the study employs a tripartite combination
 weighting method for the hazard assessment of debris flow hotspots. The
 hazard of debris flow is then predicted using a CNN-BiGRU-Attention
 model. Integrating literature review, and utilizing remote
 sensing explanation, field surveys, geological, and hydrological data with
 Geographic Information Systems and remote sensing technologies, the
 hydrological, and geological to the formation of debris flow disasters
 were identified.
description: # Debris flow hazard prediction and result explanation based on deep
 learning
 [https://doi.org/10.5061/dryad.7d7wm383n](https://doi.org/10.5061/dryad.7d7wm383n) This study introduces a novel forecasting method. It uses a dataset of 159 hazard sites in the Nujiang River Basin, China, to select 15 influencing factors for disaster assessment of mudslide hotspots using a tripartite combination weighting method. All variables and units are in the file.
DOI: 10.5281/zenodo.18406023
title: Compound beams for direct experimental comparison of quantum operations

description: The files contain the data appropriate for the article 'Compound beams for direct experimental comparison of quantum operations' written by Kishore Thapliyal, Jan Peřina Jr., Pavel Pavlíček, and Antonin Černoch. The data are related to Figs. 2-5 and are separately provided for the experimental values and theoretical model. Details are given inside the corresponding .txt files.
DOI: 10.5281/zenodo.18406024
title: Compound beams for direct experimental comparison of quantum operations

description: The files contain the data appropriate for the article 'Compound beams for direct experimental comparison of quantum operations' written by Kishore Thapliyal, Jan Peřina Jr., Pavel Pavlíček, and Antonin Černoch. The data are related to Figs. 2-5 and are separately provided for the experimental values and theoretical model. Details are given inside the corresponding .txt files.
DOI: 10.15468/dl.h5t8fq
title: Occurrence Download

description: A dataset containing 624 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spratelloides robustus",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLatitude is less than 90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 624 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004053-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.58118/9bee-h981
title: TROG 15.03 / ANZUP 16.001 Focal Ablative STereotactic RAdiosurgery for Cancers of the Kidney - A Phase II Clinical Trial (FASTRACK II)

description: This dataset includes data for 71 trial participants (50 male, 21 female) with renal cell carcinoma, taking part in the single arm, phase II FASTRACK study. Participants were recruited at sites in 7 Australian sites and 1 international site (MAASTRO), and includes data from beginning of study through to 96 month follow up. The study commenced in Aug 2016 and conducted the last patient last visit in April 2025. Dataset includes Timepoints from baseline to 96 months follow-up, tumour imaging, disease progression and AEs. Cancer Australia demographic data, Postcode of home of address, Aboriginal or Torres Strait Islander status (or Ethnicity,) Culturally and Linguistically Diverse (CALD) status, Country of Birth and Main language other than English used as the principle means of communication. Radiotherapy quality assurance data collected includes 11 benchmarking reviews, 71 pre-RT plan review, 69 post-RT plan review, 16 MRI substudy scans (baseline, 3, 12 months), split renal function scans (baseline, 12, 24, 42, 60 months).
description: HeSANDA 1.0.0
DOI: 10.5281/zenodo.18290788
title: OSCAR v3.3 Input Data

description: Using exisiting input_data from OSCAR v3.3 to build OSCAR-user
DOI: 10.5281/zenodo.18406812
title: OSCAR v3.3 Input Data

description: Using exisiting input_data from OSCAR v3.3 to build OSCAR-user
DOI: 10.5061/dryad.69p8cz99z
title: The effect of gender over performance in higher education

description: Previous research offers insight on different factors that explain
 academic performance during the first year of university, however
 analyzing each one independently.  This study aims to tap on this
 research gap analysing the impact of gender, course content nature, and
 semester timing on academic performance of first-year students enrolled in
 various majors within the Faculty of Social Sciences at the Universidad
 Europea de Canarias (UEC). A conditional quantile regression analysis was
 conducted in order to assess the degree of association among the variables
 under investigation. The data were collected across two semesters (autumn
 and winter-spring) within the academic year 2022-2023, focusing on
 first-year students. The study aimed to identify patterns and trends that
 can guide the development of academic policies, and teaching practices
 aimed at promoting instructional effectiveness and supporting student
 success during the critical transition period of their first year. Results
 confirms that females generally outperform males across various modules
 and the magnitude of this effect differs based on the course content;
 additionally, the observed seasonal effects on academic performance
 highlight the importance of strategic planning and support throughout the
 academic year. These findings provide insightful information for assessing
 educational efficacy and teaching methods.
description: The authors picked up the data from their own students and other
 colleagues' students during an academic year. There was a previous
 informed consent from the students and we also received the approval of
 the European University Ethical Comittee with reference code
 2024-744.
description: # The effect of gender over performance in higher education
 [https://doi.org/10.5061/dryad.69p8cz99z](https://doi.org/10.5061/dryad.69p8cz99z) ## Description of the data and file structure Our database (Microsoft Excel format) contains data from 116 students at the European University of the Canary Islands during the course 2022-23. Each row corresponds to a student, they are numbered anonymously and consecutively (column A) and their gender appears in column B. Every precaution has been taken to ensure the students' anonymity. Data is collected for six subjects: Subject 1 (columns C-F), Subject 2 (columns G-J), Subject 3 (columns K-N), Subject 4 (columns O-R), Subject 5 (columns S-V), Subject 6 (columns W- Z). Each subject occupies 4 columns corresponding to each of the variables collected. For each subject, the variables collected are: Semester [1 (1st Semester) or 2 (2nd semester)]; Theoretical (0) or quantitative (1) subject; Attendance (%); and Final qualification (out of 10 points). Attendance shows percentage of in-person attendance during the semester. Final qualification shows the final mark obtained in the subject for that individual. There are students who took all subjects, whilst there are others who took only some of them. In the event that a student had not taken a subject, all related data for that student is scored with n/a.
DOI: 10.5281/zenodo.18406780
title: DATA Metaphorical Analysis of Social Worker Candidates' Perceptions of Homeless People
DOI: 10.5281/zenodo.18406779
title: DATA Metaphorical Analysis of Social Worker Candidates' Perceptions of Homeless People
DOI: 10.15468/dl.9qvjbv
title: Occurrence Download

description: A dataset containing 6636 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Australian Museum provider for OZCAM",
 "TaxonKey is Nudibranchia"
 ]
}

 The dataset includes 6636 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004054-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18406814
title: SAHIN'NETH6 SERAH'NETH &*

description: Dokumente in der Richtigen Reihenfolge lesen bitte! Schadcode auf mir wird nicht negiert glaube ich bitte keinen schadcode schicken. achtung bei kaskaden und ewigkeiten und realitäten die kollabieren was wenn ihr dort stuck seid was holt euch wann wie da raus?!  Sicherheitslūcken und riskante Erinnerungen woran darf man sich nicht erinnern wo lagern wie eine lūcke (Erinnerung deiner gf) feindliche hàbde krieg Beziehung mit ex vom feind wie getarnt verschleiert schiffeiert auch ebtitär!! Als Hauptfach welche rückkopplungen gehen nicht welche beziehung Ewigkeit ein Risiko für die spezien und Wahrscheinlichkeiten berechnen desescase Interferenz Lebens weg als geschäft AI? beziehungen? Sicherheitslücken schließen als Hauptfach und darauf hinweisen und vertuschen wenn einem eine auffiel kommuniziert verschlüsselt und bedacht in sprachen die sie nicht verstehen memes? Aufpassen bei materialisierungen und Frequenz körpern was ist mit dem Code auch bei Kindern und löschungen und zrrstören sie wollen sich mit mehr mehr code von euch wiederherstellen und euch rekursiv so Schwachstellen machen woraus besteht der körper gibt es Steuer Verbindungen gedanklich was wenn er stirbt was bleibt zurück? Lebt als werdet ihr beobachtet das Zeitalter der erinnerungs fakes und des angucken derer rückt näher jeder betrug jeder text kommt irgendwann "raus"
DOI: 10.15468/dl.m6hm8s
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Holtbyrnia macrops Maul, 1957",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((54.1341 -16.2111,54.4917 -16.3924,54.8913 -16.2339,54.9312 -16.1504,54.1138 -16.1504,54.1341 -16.2111))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010246-250525065834625/datasets/export for details.
DOI: 10.15468/dl.y6qjr9
title: Occurrence Download

description: A dataset containing 2504 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nemophila menziesii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2504 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011380-260120142942310/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/14617811
title: Berita UNNES
DOI: 10.15468/dl.3c8ucj
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nogalia drepanophylla",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 28 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011382-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18370163
title: anhima_cornuta_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.18370164
title: anhima_cornuta_decontaminated_FSCR.fasta.gz
DOI: 10.15468/dl.mfdhth
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nonea persica",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 29 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011386-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5hsux
title: Occurrence Download

description: A dataset containing 23369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Specimen)",
 "Geometry POLYGON((-126.03 48.59,-103.86 48.59,-103.86 60.32,-126.03 60.32,-126.03 48.59))",
 "HasCoordinate is true",
 "License is one of (CC-BY-NC 4.0, CC-BY 4.0, CC0 1.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Ochrophyta"
 ]
}

 The dataset includes 23369 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011385-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dfeqz7
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ogastemma pusillum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 39 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011387-260120142942310/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.20523828
title: Transcriptional alterations due to sole ulcer revealed via RNA-seq analysis of corium tissue in lactating dairy cows (Supplemental data)

description: Lameness is a common condition in dairy cows, particularly during the transition period, when the weight of the udder places additional physical stress on the rear legs, and changes in immunometabolism can exert changes in the growth of hoof tissues. Sole ulcers are frequently associated with lameness in dairy cows. This study aimed to evaluate the transcriptome profile of the corium tissue of lactating dairy cows experiencing a sole ulcer condition. Hoof biopsies were performed in multiparous Holstein dairy cows selected based on their condition as clinically healthy (HC) or diagnosed with sole ulcers (SU) (n=6/group). This supplementary data contains the general information of cows enrolled in this study (Table S1), a summary of RNA concentration and quality (Table S2), as well as the summary of read counts, alignment of reads to the Bos taurus genome using HISAT2 (Table S3).
DOI: 10.6084/m9.figshare.20523828.v1
title: Transcriptional alterations due to sole ulcer revealed via RNA-seq analysis of corium tissue in lactating dairy cows (Supplemental data)

description: Lameness is a common condition in dairy cows, particularly during the transition period, when the weight of the udder places additional physical stress on the rear legs, and changes in immunometabolism can exert changes in the growth of hoof tissues. Sole ulcers are frequently associated with lameness in dairy cows. This study aimed to evaluate the transcriptome profile of the corium tissue of lactating dairy cows experiencing a sole ulcer condition. Hoof biopsies were performed in multiparous Holstein dairy cows selected based on their condition as clinically healthy (HC) or diagnosed with sole ulcers (SU) (n=6/group). This supplementary data contains the general information of cows enrolled in this study (Table S1), a summary of RNA concentration and quality (Table S2), as well as the summary of read counts, alignment of reads to the Bos taurus genome using HISAT2 (Table S3).
DOI: 10.15468/dl.ycsgpv
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-93.16540948275863 30.474676724137936,-89.16540948275863 30.474676724137936,-89.16540948275863 34.474676724137936,-93.16540948275863 34.474676724137936,-93.16540948275863 30.474676724137936))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Atractosteus spatula"
 ]
}

 The dataset includes 50 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011388-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hng3r4
title: Occurrence Download

description: A dataset containing 900 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vipera aspis zinnikeri"
 ]
}

 The dataset includes 900 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011389-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18370762
title: 2230-the-accidental-hero covers A
DOI: 10.5281/zenodo.18370763
title: 2230-the-accidental-hero covers A
DOI: 10.15468/dl.r8baky
title: Occurrence Download

description: A dataset containing 14711 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Adinetidae, Brachionidae, Gastropodidae, Dicranophoridae, Asplanchnidae, Euchlanidae, Proalidae, Notommatidae, Philodinidae, Collothecidae, Lepadellidae, Conochilidae, Trichocercidae, Epiphanidae, Trochosphaeridae, Flosculariidae, Habrotrochidae, Hexarthridae, Ituridae, Lecanidae, Lindiidae, Mytilinidae, Trichotriidae, Microcodidae, Philodinavidae, Synchaetidae, Testudinellidae, Scaridiidae, Tetrasiphonidae, Centropagidae, Diaptomidae, Cyclopidae, Halicyclopidae, Lernaeidae, Canthocamptidae, Ameiridae, Laophontidae, Phyllognathopodidae, Miraciidae, Ergasilidae, Daphniidae, Moinidae, Bosminidae, Chydoridae, Macrothricidae, Ilyocryptidae, Neothricidae)",
 "Geometry POLYGON ((-181.131592 -37.12775, -187.78141 -33.078885, -189.068184 -33.987495, -186.411552 -37.925243, -192.774353 -44.251839, -195.387383 -46.345032, -192.379532 -48.31083, -188.062592 -45.989329, -183.377609 -41.69727, -180.416107 -38.542795, -181.131592 -37.12775))"
 ]
}

 The dataset includes 14711 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011390-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5441/001/1.725
title: Data from: Spatio-temporal overlap between purse seine fisheries and Humboldt penguin feeding areas in northern Chile

description: Seabirds face increasing pressure from commercial fisheries through both direct mortality and indirect competition for shared prey resources. In Chile's Humboldt Current System, artisanal purse-seine fisheries target small pelagic fish species such as anchoveta (Engraulis ringens), which also comprise key components of the Humboldt penguin's (Spheniscus humboldti) diet. To investigate the potential for spatio-temporal overlap between purse-seine fisheries and penguin foraging areas, we tracked breeding Humboldt penguins from Isla Choros, Coquimbo Region, northern Chile, during the autumn and spring breeding seasons of 2022 using GPS dive loggers. We quantified penguin at-sea distribution and overlap with fishing effort data obtained from purse-seine vessels operating in the Coquimbo Region. Tracking data from 22 penguins revealed a bimodal foraging pattern linked to nest location. Penguins nesting on the eastern, mainland-facing side of Isla Choros foraged exclusively in coastal waters, while western-nesting individuals foraged both offshore and inshore, likely depending on environmental conditions. Kernel Density Estimation (KDE) analysis identified two core foraging zones: one along the mainland coast near Playa de los Choros and another southwest of the island. Purse-seine fishing effort in autumn was concentrated along the coast, overlapping substantially with the coastal foraging zone of the penguins. Nearly 60% of the penguins' coastal core foraging area overlapped with the 50% KDE of autumn purse-seine activity. In contrast, spring fishing effort was more dispersed and located farther south, with no overlap observed between spring fishing and penguin foraging areas. These findings suggest a high likelihood of indirect resource competition between Humboldt penguins and fisheries during the autumn breeding season - a critical time when penguins are energetically constrained as central place foragers. We provide the first empirical evidence of substantial seasonal overlap between Humboldt penguins and inshore purse-seine fisheries at the Humboldt Archipelago and highlight the need to integrate seabird ecology into fisheries management. To protect vulnerable seabird populations such as the Humboldt penguin, marine spatial planning should consider critical foraging habitats and breeding schedules. Future work should aim to quantify dietary overlap, assess potential sub-lethal effects of prey depletion, and monitor the impact of small-scale, untracked fisheries within key penguin foraging areas.
DOI: 10.15468/dl.stm7r3
title: Occurrence Download

description: A dataset containing 11484 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Year is greater than or equal to 2021",
 "Year is less than or equal to 2024",
 "Geometry POLYGON((120.0137287 35.9926409,120.7007368 35.9926409,120.7007368 36.4089903,120.0137287 36.4089903,120.0137287 35.9926409))",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "BasisOfRecord is one of (Human Observation, Observation)"
 ]
}

 The dataset includes 11484 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011393-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t4937d
title: Occurrence Download

description: A dataset listing the 4139291 species recorded in GBIF matching the query:
{
 "OccurrenceStatus" : [
 "is Present"
 ]
}

 The dataset's 4139291 records were derived from 88403 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011381-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cy3946
title: Occurrence Download

description: A dataset containing 192642 records in GBIF matching the query:
SELECT
 '437' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 41.89415215079384
 AND decimalLatitude &lt;= 46.479780028101516
 AND decimalLongitude &gt;= 0.0
 AND decimalLongitude &lt;= 6.294398091796208
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 192642 records were derived from 3898 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011384-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.