cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8wt7nd
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "TaxonKey is Gasterosteus gymnurus Denys, Geiger, Persat, Keith & Dettai, 2015"
 ]
}

 The dataset includes 177 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002249-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/s5j25b5tjk.2
title: Bengali Vocal Spectrum (BVS): A Bengali Voice Dataset for Psychological Stability Analysis

description: The Bengali Vocal Spectrum (BVS) dataset is a valuable resource for psychological stability analysis, featuring 85 audio recordings in the Bengali language, totaling approximately 4.65 hours. The dataset is divided into two groups: 43 recordings (2.63 hours) from psychologically unstable patients and 42 recordings (2.02 hours) from psychologically stable individuals. These recordings were collected at Pabna Mental Hospital, Pabna, and National Institute of Mental Health & Hospital, Dhaka. The dataset was compiled with a firm commitment to ethical standards, including obtaining all necessary permissions and ensuring the confidentiality and anonymity of all participants. The data was meticulously preprocessed using Audacity software to normalize the volume, remove background noise, and ensure clarity, with each file saved in .wav format at a 48000 Hz sample rate. Spectrogram images are in a separate folder and segmented into 2-second clips from the audio data for signal processing techniques, enhancing the utility of the dataset for machine learning applications. Researchers can utilize this dataset to develop or refine algorithms that assess psychological stability based on vocal characteristics. The data's format and quality also make it suitable for advanced signal processing tasks, which could lead to new insights into the acoustic markers associated with psychological conditions.
DOI: 10.17632/crbfhbg9fh.1
title: Subduction transfer of sulfur and chalcophile elements recorded in continental mantle wedge peridotites

description: The supplementary material comprises additional figures (Figures S1-S5), and additional tables (Table S1-S5). The supplementary figures include photomicrographs of carbonates in Xugou peridotites, sulfide chemistry (analyzed by EPMA) diagrams, bulk-rock Fe3+/∑Fe and LOI plots, and additional BSE images of sulfides. The supplementary tables include a compilation of sulfide chemistry data, chalcophile metal data, contents of sulfide-S and sulfate-S, and sulfur isotopes of sulfides.
DOI: 10.17632/83kpndkrb2.1
title: Aerial images (UAV) of burned and unburned olive trees

description: Dataset includes 3624 images of burned and unburned olive trees. These images are subsets of UAV images acquired by (a) Phantom-4 PRO RTK, (b) Phantom-4 Multispectral RTK (RGB sensor), and (c) Lidar L1 (using the optical spectrum sensor) mounted on a MATRICE 300 RTK (DJI. The aforementioned flights were conducted at various altitudes, resulting in data with different Ground Sampling Distances (GSDs). The burned trees were identified by visual interpretation of UAV images and field trips in two states: either partially burned, where part of the canopy was damaged while the remaining portion stayed healthy (green foliage), or fully damaged, where the entire canopy was affected.
DOI: 10.15468/dl.j2kj7w
title: Occurrence Download

description: A dataset containing 854 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gadus macrocephalus Tilesius, 1810",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 854 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002250-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4baf6t
title: Occurrence Download

description: A dataset containing 8773 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sitta krueperi Pelzeln, 1863",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8773 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002251-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5285/29b22ce9-9469-c73b-e063-7086abc03f8c
title: Carbonate coulometry data of sediment cores collected from the Semenov Hydrothermal Field region of the Mid-Atlantic Ridge during the RRS James Cook cruise JC224 (March - April 2022)

description: Sub-samples from sediment cores collected from the Semenov Hydrothermal Field region of the Mid-Atlantic Ridge during the RRS James Cook cruise JC224 (March - April 2022) were taken for geochronological analysis. Bulk sediments were prepared for calcium carbonate measurements which are required prior to further carbonate isotope analysis. This dataset includes calcium carbonate measurements of the JC224 sediment cores measured using coulometry at the SEAPORT Laboratories, University of Southampton. The data were collected as part of a PhD project funded under NERC's Ultramafic-hosted mineral Resource Assessment (ULTRA) project, grant reference NE/S004068/1, and the sediment cores are currently stored at the BOSCORF for long-term preservation.
DOI: 10.15468/dl.w88g3u
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Salix rosmarinifolia f. argyrotricha Borbás, Salix rosmarinifolia var. rosmarinifolia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024",
 "Month is greater than or equal to January",
 "Month is less than or equal to September"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002252-250127130748423/datasets/export for details.
DOI: 10.21227/ptac-9695
title: Sample Pega Application Blueprint Generated

description: In a rapidly evolving digital era, businesses are under increasing pressure to innovate and adapt quickly. Pegasystems, a recognized business in low-code platforms, is at the forefront of this transformation, empowering clients to build applications with greater speed and efficiency. By seamlessly integrating generative AI into its platform, Pegasystems has taken the development experience to the next level, making application creation not just simpler but also smarter. As generative AI continues to gain traction across industries, its synergy with low-code platforms is unlocking unprecedented opportunities for developers and business analysts alike.
DOI: 10.5281/zenodo.14755669
title: Moisture Source Tracking and Process Analysis Revealing Precipitation Improvement over North America in CESM2

description: The meteorological element datasets simulated by cesm1 and cesm2 for "Moisture Source Tracking and Process Analysis Revealing Precipitation Improvement over North America in CESM2"
DOI: 10.5281/zenodo.14755670
title: Moisture Source Tracking and Process Analysis Revealing Precipitation Improvement over North America in CESM2

description: The meteorological element datasets simulated by cesm1 and cesm2 for "Moisture Source Tracking and Process Analysis Revealing Precipitation Improvement over North America in CESM2"
DOI: 10.20350/digitalcsic/16180
title: Fieldwork notes, TAHL project

description: [Description of methods used for collection/generation of data] Ethnographic data collected through participant observation and semi-structured interviews.-- [Methods for processing the data] Anthropological analysis of information collected.
DOI: 10.6084/m9.figshare.28296317
title: Johnson et al. (2025) Vegetation Data

description: Plant community composition data from the Central Grasslands Research Extension Center. Briefly, data were collected in 2022 from 12 different pastures, managed with 3 different management practices. 4 pastures were managed with season-long continuous grazing, 4 with patch-burn grazing where a quarter of each pasture was burned each spring, and 4 were managed with a modified twice-over rest-rotational grazing that sought to create landscape level heterogenetiy by altering the grazing intensity within individual paddocks. See "Heterogeneity-based Management Restores Diversity and Alters Vegetation Structure without Decreasing Invasive Grasses in Working Mixed-Grass Prairie" by Duquette et al. (2022) for full description of management practices. Presecribed fires were not conducted the year these data were collected due to a lack of fuel accumulation following a drought the year prior. Each pasture was divided into eight 8-ha sub-patches. Within each sub-patch one 60m permanent transect was established, and sampled every other meter using a 1 m^2 quadrat. Within a quadrat, all plants were identified to species-level. If a plant could not be identified to species level, it was placed in a morphospecies with other similar species. Species abundances were assessed using modified Daubenmire cover classes, converted to midpoints, and then relativized. Litter Depth, cover, and thatch depth were also recorded at each sample point (see "Fire and Grazing Reduce Invasive Grass Thatch in Rangelands" by Kjaer et al. (2024). Data were collected by a team of technicians and graduate students who were all trained in plant identification and cover estimates prior to data collection, cover estimates were standardized between observers prior to each bout of data collection.
DOI: 10.15468/dl.56x4xj
title: Occurrence Download

description: A dataset containing 5332 records in GBIF matching the query:
SELECT "year", GBIF_EEARGCode( 1000, decimalLatitude, decimalLongitude, COALESCE(coordinateUncertaintyInMeters, 1000) ) AS eeaCellCode, classKey, class, familyKey, family, COUNT(*) AS occurrences, MIN(COALESCE(coordinateUncertaintyInMeters, 1000)) AS minCoordinateUncertaintyInMeters, MIN(GBIF_TemporalUncertainty(eventDate)) AS minTemporalUncertainty, IF(ISNULL(classKey), NULL, SUM(COUNT(*)) OVER (PARTITION BY classKey)) AS classCount FROM occurrence WHERE occurrenceStatus = 'PRESENT' AND (continent = 'EUROPE' OR countrycode = 'BE') AND "year" &gt;= 1900 AND hasCoordinate = TRUE AND familyKey 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 (LOWER(identificationVerificationStatus) NOT IN ( 'unverified', 'unvalidated', 'not validated', 'under validation', 'not able to validate', 'control could not be conclusive due to insufficient knowledge', 'uncertain', 'unconfirmed', 'unconfirmed - not reviewed', 'validation requested' ) OR identificationVerificationStatus IS NULL)AND familyKey IN (5666)AND coordinateUncertaintyInMeters &lt;= 10000GROUP BY "year", eeaCellCode, classKey, class, familyKey, family ORDER BY "year" DESC, eeaCellCode ASC, familyKey ASC;

 The dataset's 5332 records were derived from 127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002234-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nepye4
title: Occurrence Download

description: A dataset containing 1230 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stenella attenuata (Gray, 1846)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1230 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002253-250127130748423/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.28296755
title: Johnson et al. (2025) Utilization Data

description: Data on grazing utilization from 2022 at the Central Grasslands research Extension Center. Briefly, To assess grazing intensity after the grazing season, we established 1.5-m2 exclosures within each 8-ha sub-patch to compare aboveground biomass in grazed and ungrazed areas. In patch-burn and season-long pastures, each 16-ha unit had eight exclosures, totaling 32 per pasture. Heterogeneity-based rotational pastures had 10 exclosures per sub-patch, resulting in 80 per pasture. Exclosures were placed on loamy ecological sites, at least 20 m from plant community transects (USDA-NRCS 2021). This placement ensured that the plant communities inside and outside the exclosure were similar to those found on the veg?etation transects, while minimizing the influence of high cattle traffic as cattle travelled to exclosures to rub on them or eat near them. After cattle removal, we collected 0.25-m2 samples of annual production (i.e., vegeta?tion that had grown that year) both inside and outside each exclosure. Clipped vegetation was dried at 60° C for at least 48 hours until reaching a constant weight. Cattle utilization was calculated as the difference between average biomass inside and outside each exclo?sure. Percent utilization at the sub-patch level was calculated by dividing total utilization by total standing crop biomass and multiplying by 100, accounting for natural variation in biomass production.
DOI: 10.6084/m9.figshare.28296755.v1
title: Johnson et al. (2025) Utilization Data

description: Data on grazing utilization from 2022 at the Central Grasslands research Extension Center. Briefly, To assess grazing intensity after the grazing season, we established 1.5-m2 exclosures within each 8-ha sub-patch to compare aboveground biomass in grazed and ungrazed areas. In patch-burn and season-long pastures, each 16-ha unit had eight exclosures, totaling 32 per pasture. Heterogeneity-based rotational pastures had 10 exclosures per sub-patch, resulting in 80 per pasture. Exclosures were placed on loamy ecological sites, at least 20 m from plant community transects (USDA-NRCS 2021). This placement ensured that the plant communities inside and outside the exclosure were similar to those found on the veg?etation transects, while minimizing the influence of high cattle traffic as cattle travelled to exclosures to rub on them or eat near them. After cattle removal, we collected 0.25-m2 samples of annual production (i.e., vegeta?tion that had grown that year) both inside and outside each exclosure. Clipped vegetation was dried at 60° C for at least 48 hours until reaching a constant weight. Cattle utilization was calculated as the difference between average biomass inside and outside each exclo?sure. Percent utilization at the sub-patch level was calculated by dividing total utilization by total standing crop biomass and multiplying by 100, accounting for natural variation in biomass production.
DOI: 10.15468/dl.c3j8u7
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus longifolia Schott"
 ]
}

 The dataset includes 123 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002255-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.22v6wx
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus lacor Buch.-Ham."
 ]
}

 The dataset includes 176 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002254-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ykh4bnd4zp.1
title: Landslides in Greenland from ArcticDEM time series analysis

description: Polygons of Greenland landslides mapped from ArcticDEM time series. These data are the results in a paper entitled "Landslides in Greenland from ArcticDEM time series analysis".

Format: ESRI Shapefile (Polygons)
Projection: EPSG:4326 (Lat/Lon WGS84)

GreenlandLandslides.shp: SHAPE_AREA (m^2), zone (scar or deposits), latitude, longitude, volume change (m^3), volume change uncertainties (m^3), file (the corresponding elevation change files).

landslidetif_greenland: contains the surface elevation change files for each landslide.
givensite_listused.txt: a list of ArcticDEM strip file names used for change estimation.
givensite_jump.tif: elevation change in meters.
givensite_jumpfilter1filled.tif: elevation change in meters with holes filled.
givensite_jumpstd.tif: elevation change uncertainty in meters.
givensite_eventtimeT1.tif: date of the closest measurement before detected change. The date format is YYYYMMDD.
givensite_eventtimeT2.tif: date of the closest measurement after change. 
givensite_nov.tif: The number of overlapping DEMs used for each pixel.
givensite_bitmask.tif: Integer flag of whether the estimated change has a high confidence level. 1 is high confidence, and 0 is bad/low confidence.
givensite_curvature.tif: DEM curvature unit-less.

They are Geotiff files, which can be visualized in QGIS (open software). You can also read the files using Matlab code (https://github.com/ihowat/setsm_postprocessing/blob/master/readGeotiff.m).
DOI: 10.17632/f2y52t4cgh.1
title: Preparation, Fractional Extraction, and Untargeted Chemical Profiling of Bombyx batryticatus Extract: Antioxidant Activity, α-Glucosidase Inhibition, and Composition Analysis

description: To explore the anti-diabetic potential of the white muscardine silkworm, we prepared its extract and evaluated the antioxidant capacity and α-glucosidase inhibition of the methanol extract. Non-targeted metabolomics methods were then employed to study the characteristic metabolites of the white muscardine silkworm. The chloroform extract concentrate exhibited strong α-glucosidase inhibition, which may be attributed to the presence of alkaloids, unsaturated fatty acids, and their derivatives.
DOI: 10.17632/f9dycfvwbt.1
title: Autism Spectrum Disorder Detection using Facial Traits: Dual Framework DenseRes with K-Fold Cross Validation (DFDK) for Enhanced Classification Accuracy

description: This dataset is created using data from Kaggle, an open source website for data. The dataset consists of 2940 facial images of children between male and female participants, divided into two primary classes: Autistic and Non-Autistic. The dataset is organized into three folders with each folder containing the images of both classes. The data has been curated for research purposes to improve the classification accuracy of autism detection models.
DOI: 10.17632/f9dycfvwbt.2
title: Autism Spectrum Disorder Detection using Facial Traits: Dual Framework DenseRes with K-Fold Cross Validation (DFDK) for Enhanced Classification Accuracy

description: This dataset is created using data from Kaggle, an open source website for data. The dataset consists of 2940 facial images of children between male and female participants, divided into two primary classes: Autistic and Non-Autistic. The dataset is organized into three folders with each folder containing the images of both classes. The data has been curated for research purposes to improve the classification accuracy of autism detection models.
DOI: 10.5281/zenodo.7785802
title: Coverage files of TRACERx100 samples for input for ImmuneLENS

description: Coverage files for the TCRA, TCRB, TCRG and IGH locus generated from WGS bam files aligned to hg38 using samtools depth
DOI: 10.17632/f9dycfvwbt.3
title: Autism Spectrum Disorder Detection using Facial Traits: Dual Framework DenseRes with K-Fold Cross Validation (DFDK) for Enhanced Classification Accuracy

description: This dataset is created using data from Kaggle, an open source website for data. The dataset consists of 2940 facial images of children between male and female participants, divided into two primary classes: Autistic and Non-Autistic. The dataset is organized into three folders with each folder containing the images of both classes. The data has been curated for research purposes to improve the classification accuracy of autism detection models.
DOI: 10.17632/c5xhhx592b.1
title: Do means-tested tuition fees affect the cognitive and academic performance of students?

description: Tuition fees of business schools typically represent an important financial burden for students and their families. Could this financial strain impair the cognitive functions of students from more disadvantaged backgrounds, and in turn their academic performance? We address this question by analysing the impact of the introduction of means-tested tuition fees for first-year students at a French business school. Using cognitive measures, we find that the difference in the performance at a Raven’s matrices test between economically disadvantaged first-year students, who obtained a fees reduction, and their counterpart in later-years, who paid the full fees, is significantly improved (more positive) in favour of the former, compared to the difference between first and later-year students overall. We find no such effect on the other cognitive measures (i.e. Stroop task and Cognitive Reflection Test) nor on a synthetic measure based on the three cognitive tasks. At the intensive margin, the increase with poverty levels of the fees’ spread between beneficiaries and non-beneficiaries does not accentuate the positive effect on the performance to the Raven’s matrices test, but it does so on the synthetic measure. This suggests a more broad-based positive cognitive effect of the program for the most economically disadvantaged. At the academic level, using administrative data, we found no total effect of the reduced tuition fees on the average grade of students, but mediation analyses demonstrate a positive indirect effect through improved cognitive abilities, at both the extensive and the intensive margins.
DOI: 10.17632/thc2zz3zv6.1
title: Supplementary appendix for "Factors associated with interstitial lung disease and disease-related death in dermatomyositis"

description: Supplementary appendix for "Factors associated with interstitial lung disease and disease-related death in dermatomyositis"
DOI: 10.17632/v8cp7z42gw.1
title: The phenylalanine-and-glycine repeats of NUP98 oncofusions form condensates that selectively partition transcriptional coactivators

description: Recurrent cancer-causing fusions of NUP98 produce higher-order assemblies known as condensates. How NUP98 oncofusion-driven condensates activate oncogenes remains poorly understood. Here, we investigate NUP98-PHF23, a leukemogenic chimera of the disordered phenylalanine-and glycine (FG)-repeats-rich region of NUP98 and the H3K4me3/2-binding PHD finger domain of PHF23. Our integrated analyses using mutagenesis, proteomics, genomics, and condensate reconstitution demonstrate that the PHD domain targets condensates to H3K4me3/2-demarcated developmental genes while FG repeats determine condensate composition and gene activation. FG repeats are necessary to form condensates that partition a specific set of transcriptional regulators, notably the KMT2/MLL H3K4 methyltransferases, histone acetyltransferases and BRD4. FG repeats are sufficient to partition transcriptional regulators and activate a reporter when tethered to a genomic locus. NUP98-PHF23 assembles the chromatin-bound condensates that partition multiple positive regulators, initiating a feed-forward loop of reading-and-writing active histone modifications. This network of interactions enforces an open chromatin landscape at proto-oncogenes, thereby driving cancerous transcriptional programs.