cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.93huc7
title: Occurrence Download

description: A dataset containing 246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyana hamata Walker, 1854",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 246 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0136128-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ff9fj
title: Occurrence Download

description: A dataset containing 1570 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhododendron simsii Planch."
 ]
}

 The dataset includes 1570 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0095930-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-249366
title: Rosetta Hartfield, San Antonio, 1967

description: [description english/roman)] Photograph of Rosetta Hartfield, San Antonio, Texas, September 1967. "Cartwright Photos, H.L. Green Co., San Antonio, your negative is on file, Sep 1967, 301 Alamo Plaza" -- stamped on back.
DOI: 10.15468/dl.6fa7bg
title: Occurrence Download

description: A dataset containing 319 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio ceratophylloides Griseb."
 ]
}

 The dataset includes 319 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123356-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/d3fkjsfgx9.1
title: April-may 2024 temperature data set for 28 cities in China

description: This dataset records the temperature of 28 provincial capitals in China in 2024, and the dataset is recorded in the form of a table, which contains two tables to record the highest and lowest temperature of the day. The data are obtained from data published by the National Meteorological Observatory (www.nmc.cn) and recorded by this team. The data meet the basic form of interval data and are detailed, accurate, and can be used for experimental analysis.
DOI: 10.15468/dl.848f2b
title: Occurrence Download

description: A dataset containing 5845 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Aedes caspius (Pallas, 1771)"
 ]
}

 The dataset includes 5845 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063840-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s6rpa7
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Leptodactylus vastus Lutz, 1930"
 ]
}

 The dataset's 2 records were derived from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063818-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4jfpna
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is IRN.5.12_1",
 "TaxonKey is Passeriformes",
 "Year 1994-2025"
 ]
}

 The dataset includes 60 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063841-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxswnn
title: Occurrence Download

description: A dataset containing 2939 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-89.80022 21.07724,-89.81887 20.8144,-89.48805 20.76478,-89.41678 21.08025,-89.5903 21.11514,-89.80022 21.08025,-89.80022 21.07724))",
 "TaxonKey is Apidae"
 ]
}

 The dataset includes 2939 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063842-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/8tbnp4hr3y.1
title: supplementary tables_JAAD_sleep

description: Suppl. table 1: inclusion/exclusion diagnoses based on ICD10 codes
Suppl. table 2: matching criteria based on ICD10 codes
Suppl. table 3: outcome diagnoses based on ICD10 codes
Suppl. table 4: raw data (HR, 95% CI, p) of AD pat vs HC
Suppl. table 5: raw data (HR, 95% CI, p) of Pso pat vs HC
Suppl. table 6: raw data (HR, 95% CI, p) of Urticaria pat vs HC
Suppl. table 7: raw data (HR, 95% CI, p) of AD pat female vs male
Suppl. table 8: raw data (HR, 95% CI, p) of Pso pat female vs male
Suppl. table 9: raw data (HR, 95% CI, p) of Urticaria pat female vs male
DOI: 10.17632/6tzy3p2dhn.1
title: Entrepreneurial Mindset, Education, and Intention

description: Entrepreneurial Mindset, Education, and Intention data questionere
DOI: 10.17632/cmpnnnytg5.1
title: Learning from Errors: Deliberate Errors Enhance Learning

description: Deliberate error is an effective learning strategy, comparable to retrieval practice, 
However, learners often experience metacognitive illusions regarding both strategies, 
making their adoption challenging, particularly for deliberate errors. This study 
compares the effectiveness of deliberate errors (S – D) with retrieval practice (S – T) 
and restudy (S – S) across three experiments: Experiment 1 focused on immediate 
testing, while Experiment 2 examined delayed testing. In Experiment 3, the impact of 
deliberate errors (S – D), retrieval practice with feedback (S – T – S – T), and restudy 
(S – S – S – S) was assessed in both immediate and delayed tests. Results showed no 
significant difference between deliberate errors and retrieval practice in immediate tests, 
regardless of whether retrieval practice included feedback (Experiment 3) or not 
(Experiment 1). However, deliberate error consistently outperformed restudy. In 
delayed tests, deliberate errors significantly outperformed retrieval practice, whether 
with or without feedback, and both strategies were superior to restudy. These findings 
suggest that while both strategies may share similar mechanisms for short-term memory 
retention, deliberate error may employ unique mechanisms that enhance long-term 
memory retention, leading to superior results over extended intervals. This study 
provides empirical evidence for the application of deliberate errors, retrieval practice, 
and restudy.
DOI: 10.17632/3cmcxjrxhm.1
title: COOL1

description: The original western data for COOL1 paper.
DOI: 10.17632/99hnsgtgzt.1
title: Hinglish Intent and Slot Filling Dataset

description: Hinglish Language spoken language understanding model
DOI: 10.17632/hm4x5hc882.1
title: Compiled Experimental Radiometric Data from Nigeria

description: This is a compilation of available experimental radiometric dataset of the six regions of Nigeria. The data primarily consist of the concentrations of Uranium, Thorium and Potassium in rocks around these regions.
DOI: 10.5281/zenodo.10800999
title: DELTA: Dense Electromyography for Long-Term Adaptive control

description: The DELTA dataset, namely ”Dense Electromyography for Long-Term Adaptive control”, holds significance in the realm of prosthetic applications, featuring High Density surface Electromyography data collected over an extended duration. It serves as a valuable resource for training data-driven models and testing them under conditions that closely emulate real-world prosthetic applications. Recognizing the temporal variability in EMG data, constructing models that are agnostic to such fluctuations could significantly enhance the efficacy of machine learning models in prosthetic applications
DOI: 10.5281/zenodo.10801000
title: DELTA: Dense Electromyography for Long-Term Adaptive control

description: The DELTA dataset, namely ”Dense Electromyography for Long-Term Adaptive control”, holds significance in the realm of prosthetic applications, featuring High Density surface Electromyography data collected over an extended duration. It serves as a valuable resource for training data-driven models and testing them under conditions that closely emulate real-world prosthetic applications. Recognizing the temporal variability in EMG data, constructing models that are agnostic to such fluctuations could significantly enhance the efficacy of machine learning models in prosthetic applications
DOI: 10.15468/dl.dvnna8
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Xenostrobus securis (Lamarck, 1819)"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063843-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/8gxv9vhj25.1
title: Complete Chloroplast Genome Analysis of Casearia kurzii: Gene Loss at IR Boundaries and Monophyletic Evolution within Casearia

description: Casearia kurzii is a near-threatened medicinal plant in Salicacea. C. kurzii has important medicinal values. However, the similarity in morphological characters of casearia species and the controversial phylogenetic relationships within the genus have led to misidentification and hindered clinical application studies. To improve molecular methods for distinguishing casearia species, we report the complete chloroplast genome of C. kurzii obtained by high-throughput Illumina sequencing. It was also analyzed in comparison with 14 other closely related species. The results showed that the chloroplast genome of C. kurzii was 157,998 bp long and presented a typical tetrad structure with unique features: (1) absence of rpl22 and ycf1 genes at the IR boundary, and (2) presence of 60 exclusively mononucleotide SSRs. Ten highly variable regions were identified as potential molecular markers for species identification. Phylogenetic analysis strongly supported the monophyletic grouping of C. kurzii with C. velutina and C. glomerata (100% bootstrap support), with an estimated divergence time of 15.8 Mya (95% HPD: 5.2-28.9 Mya). In conclusion, This study not only reports the first complete chloroplast genome sequence and structural features of C. kurzii but also provides insights into the evolutionary history of Casearia. The identified molecular markers and unique genomics features present valuable tools for conservation genetics research and germplasm resource management of C. kurzii,establishing a foundation for investigating the species’ adaptive evolutionary mechanisms.
Supporting data inclond: 1. Figures_raw_data；2. Analysis_data；3. Phylogenetic_data three parts，and a data documentation file is named README.txt
DOI: 10.17632/rdkf4bwy29.1
title: Associations of ambient temperature trends with psoriasis treatment responses: a propensity score-weighted cohort study

description: Supplementary tables and figure for "Associations of ambient temperature trends with psoriasis treatment responses: a propensity score-weighted cohort study"
DOI: 10.15468/dl.46n755
title: Occurrence Download

description: A dataset containing 664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Aedes cataphylla Dyar, 1916"
 ]
}

 The dataset includes 664 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063845-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/qvgv96
title: Herbier Durrieu Guy (Plantes à fleurs, TL 109)

description: Herbarium created by Professor Guy Durrieu (1931-2016) mainly in Occitanie, France. Some specimens in northern Spain and Algeria. It contains 1890 specimens divided into 10 small bundles. Digitized and available on the Recolnat platform

Herbier réalisé par le Pr Guy Durrieu (1931-2016) principalement en Occitanie, France. Quelques récoltes dans le nord de l'Espagne et en Algérie. Il contient 1890 planches reparties en 10 petits classeurs. Numérisé et disponible sur la plateforme Recolnat
DOI: 10.15468/dl.squ34w
title: Occurrence Download

description: A dataset containing 6019 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is SAU.13_1",
 "TaxonKey is Passeriformes",
 "Year 1994-2025"
 ]
}

 The dataset includes 6019 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063846-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j57svt
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Leptodactylus vastus Lutz, 1930"
 ]
}

 The dataset includes 182 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063848-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/sd44gn
title: Herbier Lugardon B (Plantes à fleurs, TL 107)

description: Herbarium of flowering plants from France (especially in Midi-Pyrénées),
 produced from 1953 to 1969 by Lugardon Bernard. They are divided into 4
 binders, 493 sheets.Herbier de plantes à fleurs de France récoltées de 1953 à 1969 par Lugardon Bernard
DOI: 10.6069/8n7n-7r74
title: The proline-rich antimicrobial peptide Api137 disrupts assembly of the large ribosomal subunit inducing immature dead-end particles

description: The scope of the mass spectrometry approach of this study was to detect the presence or absence of bL19, bL 19-EGFP, bS20 and bS20-mCherry protein in 70S ribosome preparation from E. coli MC4100 or E. coli reporter strain (RN31). Therefore, in-gel digestion and nanoUPLC-ESI-Orbitrap-MS/MS were used.
DOI: 10.17632/gkzvmg5f6z.1
title: Clonal hematopoiesis quantified in human bone marrow whole genome sequencing data

description: This repository contains somatic variant calls and pre-processed data accompanying the manuscript

Detecting and quantifying clonal selection in somatic stem cells

Verena Körber1,2*, Niels Asger Jakobsen2, Naser Ansari-Pour2,3, Rachel Moore2,4, Nina Claudino1, Marlen Metzner2, Eva Thielecke1,2, Franziska Hörsch1, Batchimeg Usukhbayar2, Mirian Angulo Salazar2, Simon Newman3,5, Benjamin JL Kendrick3,5, Adrian H Taylor3,5, Rasheed Afinowi-Luitz5, Roger Gundle3,5, Bridget Watkins3, Kim Wheway3, Debra Beazley3, Stephanie G Dakin3, Antony Palmer3,5, Andrew J Carr3, Paresh Vyas2*† Thomas Höfer1*†

Affiliations:
1 Division of Theoretical Systems Biology, German Cancer Research Center (DKFZ); Heidelberg, Germany. 
2 MRC Molecular Haematology Unit, Oxford Biomedical Research Center, Hematology Theme, Oxford Centre for Haematology, Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford; Oxford UK.
3 Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford; Oxford UK. 
4 Cambridge Genomics Laboratory, Cambridge University Hospitals, Cambridge, UK; 5Nuffield Orthopaedic Centre, Oxford University Hospitals NHS Foundation Trust; Oxford UK.

†These authors contributed equally.
*Correspondence: verena.korber@ndcls.ox.ac.uk (VK), paresh.vyas@imm.ox.ac.uk (PV), t.hoefer@dkfz.de (TH)
DOI: 10.17632/2cypcmcxx4.1
title: Identifying the drivers of microbial communities’ changes and interactions in polluted coastal sediments

description: Descriptive data including sampling location and region, sediment grain size, contamination and disturbance level, and numerical data including distance from shore and sampling depth, sediment and bottom water layer temperature, water salinity, sediment pH, redox potential and total organic carbon. Data was obtained for 67 surface sediment samples collected in four areas in the northern Adriatic (Croatia): port of Pula (mark PU), port of Rijeka (mark RI), Raša Bay (mark RA), Bakar Bay (mark BA), and three in the southern Adriatic (Croatia): Šibenik Bay (mark SI), eastern part of Kaštela Bay - Vranjic Basin (mark VR), and port of Split (mark ST) as well as in reference areas: Cape Kamenjak (mark CK), Zlarin Island (mark CZ) and Vis Island (mark CV).
DOI: 10.17632/2p9n54svvg.1
title: Original data for "Sources and enrichment mechanisms of lithium, rubidium, and cesium in magmatic geothermal waters"

description: This dataset includes original data of the figures in both main text and the Supplementary Material., the dataset serve as a part of the manuscript from Liu et al. "Sources and enrichment mechanisms of lithium, rubidium, and cesium in magmatic geothermal waters".
DOI: 10.17632/29y4tfz9pv.1
title: Data Topography and soil properties

description: This file copntains data for SOC total Soc Labile SOC very labile, water repellence measured by wdpt and aggregate stability test by Le Bissonnias 1996.
DOI: 10.17632/zhc7z5xtg5.1
title: Tracking Plant Growth Using Image Sequence Analysis- Dataset

description: This dataset consists of five subsets with annotated images in COCO format, designed for object detection and tracking plant growth:
1. Cucumber_Train Dataset (for Faster R-CNN)
- Includes training, validation, and test images of cucumbers from different angles.
- Annotations: Bounding boxes in COCO format for object detection tasks.

2. Tomato Dataset
- Contains images of tomato plants for 24 hours at hourly intervals from a fixed angle.
- Annotations: Bounding boxes in COCO format.

3. Pepper Dataset
- Contains images of pepper plants for 24 hours at hourly intervals from a fixed angle.
- Annotations: Bounding boxes in COCO format.

4. Cannabis Dataset
- Contains images of cannabis plants for 24 hours at hourly intervals from a fixed angle.
- Annotations: Bounding boxes in COCO format.

5. Cucumber Dataset
- Contains images of cucumber plants for 24 hours at hourly intervals from a fixed angle.
- Annotations: Bounding boxes in COCO format.

This dataset supports training and evaluation of object detection models across diverse crops.
DOI: 10.17632/h2zyr94hhk.1
title: Criterios Moriyama

description: Tablas de frecuencia utilizados para el análisis de los criterios Moriyama en el análisis de un cuestionario para evaluar la percepción de la población joven sobre la corresponsabilidad.
DOI: 10.17632/gvxp427b98.1
title: Frugal Research and Artificial Intelligence for Multi-Material 3D Printing: Design of an Open Platform for Direct Ink Writing - Supplementary Information

description: Research data relative to the design and development of a multi-material DIW platform exploiting frugal research and artificial intelligence.
DOI: 10.5281/zenodo.14385993
title: Case Studies on SGE - System Generation Engineering and Product Evolution

description: This dataset contains 14 case studies on product evolution described with the model of SGE - System Generation Engineering
DOI: 10.5281/zenodo.14385994
title: Case Studies on SGE - System Generation Engineering and Product Evolution

description: This dataset contains 14 case studies on product evolution described with the model of SGE - System Generation Engineering
DOI: 10.5281/zenodo.14628595
title: Case Studies on SGE - System Generation Engineering and Product Evolution

description: This dataset contains 14 case studies on product evolution described with the model of SGE - System Generation Engineering
DOI: 10.17632/k9w73kftmt.1
title: Fine-tuning of gene expression through the Mettl3-Mettl14-Dnmt1 axis controls ESC differentiation

description: Original gels images (western blots and dot blots), and numerical source data of the paper.
DOI: 10.5281/zenodo.14628648
title: iNaturalist data on Brazilian Semiarid zone

description: Data on observations in the iNaturalist platform based on the Brazilian semiarid region.
DOI: 10.5281/zenodo.14628649
title: iNaturalist data on Brazilian Semiarid zone

description: Data on observations in the iNaturalist platform based on the Brazilian semiarid region.
DOI: 10.15468/dl.am6kbb
title: Occurrence Download

description: A dataset containing 4304 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Aedes cinereus Meigen, 1818"
 ]
}

 The dataset includes 4304 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063850-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7p3xcn
title: Occurrence Download

description: A dataset listing the 54 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-50.52481 -25.1396,-50.50162 -25.16981,-50.38682 -25.09557,-50.41905 -25.05971,-50.52481 -25.1396))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 54 records were derived from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063833-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13929148
title: Supplementary material: to support the assumption of no pore blocking and gel layer formation during filtration time (Separation of 5% (w/v) Prolastin)

description: The data set is a part of the PhD thesis of Nattawan Chorhirankul, Wageningen University, The Netherlands.
DOI: 10.15468/dl.kdah2d
title: Occurrence Download

description: A dataset containing 9940 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asparagopsis armata Harv."
 ]
}

 The dataset includes 9940 records from 167 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063851-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zkg2ga
title: Occurrence Download

description: A dataset containing 102847005 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Observation.org, Nature data from around the World"
 ]
}

 The dataset includes 102847005 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063829-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.