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

description: A dataset listing the 613 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Geometry POLYGON((-5.61138 36.83570,-5.34960 36.83570,-5.34960 36.95552,-5.61138 36.95552,-5.61138 36.83570))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia",
 "Year 2008-2025"
 ]
}

 The dataset's 613 records were derived from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019262-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uvavuc
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geodia megastrella Carter, 1876"
 ]
}

 The dataset includes 40 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019275-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tn43ss
title: Occurrence Download

description: A dataset containing 21307 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Country is United States of America",
 "TaxonKey is Lepus Linnaeus, 1758"
 ]
}

 The dataset includes 21307 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019273-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3cenq
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thermocollonia jamsteci Okutani & Fujikura, 1990"
 ]
}

 The dataset's 2 records were derived from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019268-250127130748423/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/10686267
title: e-IPO Indonesia Data - Investment
DOI: 10.48804/nzq7o0
title: Replication Data for: Omnidirectional 3D Printing of PEDOT: PSS Aerogels with Tunable Electromechanical Performance: A Playground for Unconventional Stretchable Interconnects and Thermoelectrics

description: These data correspond to the publication: https://doi.org/10.1002/advs.202412491
The data pertain to the characterization of the materials we developed in the research and were used to draw the figures in the paper. These raw data were obtained experimentally in the lab via direct measurements or were produced automatically from commercial equipment detailed in the methodology of the cited published paper. 

The file names are self-explanatory and make direct reference to the publication figures.
DOI: 10.15468/dl.vhvb7s
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Melilotus dentatus (Waldst. & Kit.) Desf., Medicago dentata (Waldst. & Kit.) E.H.L.Krause, Medicago sibirica (Poir.) Ser., Melilotus brachystachya Bunge, Melilotus brachystachys Bunge, Melilotus dentatus (Waldst. & Kit.) Aiton, Melilotus dentatus (Waldst. & Kit.) Pers., Melilotus dentatus subsp. dentatus, Melilotus dentatus subsp. sibiricus (O.E.Schulz) Suvorov, Melilotus dentatus var. sibiricus O.E.Schulz, Melilotus kochianus Willd., Melilotus linearifolius Nocca, Melilotus linearifolius Nocca ex Steud., Melilotus linearis Cav., Melilotus linearis Cav. ex Pers., Melilotus officinalis var. dentatus (Waldst. & Kit.) Wahlenb., Melilotus olympicus Trautv., Melilotus procumbens Ser., Melilotus sibiricus Poir., Sertula brachystachys (Bunge) Kuntze, Sertula dentata (Waldst. & Kit.) Kuntze, Trifolium dentatum Waldst. & Kit., Trifolium kochianum (Willd.) Hayne, Trifolium melilotus-dentatum Schreb., Trigonella dentata (Waldst. & Kit.) Coulot & Rabaute)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Geometry POLYGON((16.26355 48.15358,16.48014 48.15358,16.48014 48.27418,16.26355 48.27418,16.26355 48.15358))",
 "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/0019277-250127130748423/datasets/export for details.
DOI: 10.15468/dl.d22vms
title: Occurrence Download

description: A dataset containing 2820 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anthurium ×selloanum K.Koch, Capsicum annuum var. glabriusculum (Dunal) Heiser & Pickersgill, Cecropia schreberiana subsp. antillarum (Snethl.) C.C.Berg & P.Franco, Chamaecrista glandulosa var. swartzii (Wikstr.) H.S.Irwin & Barneby, Cyperus polystachyos var. polystachyos, Daphnopsis americana subsp. caribaea (Griseb.) Nevling, Dodonaea viscosa subsp. elaeagnoides (Rudolphi ex Ledeb. & Adlerstam) Acev.-Rodr., Euphorbia tithymaloides subsp. parasitica (Boiss. ex Klotzsch) V.W.Steinm., Jatropha gossypiifolia var. jamaicensis Dehgan & Almira, Lantana horrida subsp. zanonii (R.W.Sanders) R.W.Sanders, Manilkara bidentata subsp. surinamensis (Miq.) T.D.Penn., Phyllanthus pentaphyllus subsp. polycladus (Urb.) G.L.Webster, Pimenta racemosa var. grisea (Kiaersk.) Fosberg, Pimenta racemosa var. racemosa, Rhynchospora radicans subsp. microcephala (Bertero ex Spreng.) W.W.Thomas, Senna polyphylla var. neglecta H.S.Irwin & Barneby, Tillandsia ×lineatispica Mez, Zanthoxylum punctatum subsp. thomasianum (Krug & Urb.) Reynel)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-98.96469 6.12087,-58.0771 6.12087,-58.0771 27.51634,-98.96469 27.51634,-98.96469 6.12087))"
 ]
}

 The dataset includes 2820 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019279-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h474es
title: Occurrence Download

description: A dataset containing 756 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 2) Range chart of calcareous nannofossils in ODP Hole 122-762C"
 ]
}

 The dataset includes 756 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068483-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14928869
title: 2017/2018-2022/2023 nitrate
title: data and code
DOI: 10.15468/dl.z4su9m
title: Occurrence Download

description: A dataset containing 370 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Abies cephalonica Loudon, Abies cephalonica Link, 1842)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 370 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012565-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/mjbbwttg8j.1
title: Fabrication of powder filler for brazing and evaluation of its brazing performance using planetary ball milling method

description: Some data about the article "Fabrication of powder filler for brazing and evaluation of its brazing performance using planetary ball milling method"
DOI: 10.17632/yz8k4p66mt.1
title: Mispricing R2

description: This dataset provides the Mispricing R² measure for 41 global equity markets over the period from January 1994 to June 2021. Mispricing R² is a novel proxy for systematic mispricing in international markets, capturing the extent of market inefficiency derived from market frictions and behavioral biases.
The measure is constructed using an instrumented principal component analysis (IPCA) approach based on 11 standard mispricing anomalies: net stock issues, composite equity issues, accruals, net operating assets, asset growth, investment to assets, distress, O-score, momentum, gross profitability, and return on assets.
DOI: 10.15468/dl.hpfvrw
title: Occurrence Download

description: A dataset containing 15199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Europe, Asia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ips typographus (C.Linnaeus, 1758)"
 ]
}

 The dataset includes 15199 records from 179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012564-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sv445c
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Specimen data of a new North American species of Etainia (Lepidoptera: Nepticulidae), feeding on Arbutus and Arctostaphylos species (Ericaceae)"
 ]
}

 The dataset includes 63 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012567-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.edsyk3
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Canis lupus Linnaeus, 1758",
 "Country is New Caledonia",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012568-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/jn857kmcnf.1
title: Carambola Leaf Disease Dataset

description: This dataset offers 1,274 images of Averrhoa carambola (starfruit) leaves, capturing various conditions to aid machine learning applications in plant health monitoring and disease detection. Collected from agricultural sites in Bangladesh, it includes seven distinct categories representing typical health challenges faced in starfruit cultivation.

#Dataset:
Algal Leaf Spot: 324 images
Insect Pest: 189 images
Leaf Curl Virus: 67 images
Iron Deficiency: 189 images
Fruits: 18 images
Old: 158 images
Healthy: 329 images

#Purpose:
Supports development of AI-based tools for plant disease detection Enables early intervention and sustainable farming practices
Provides a resource for researchers in agriculture, plant pathology, and AI.
DOI: 10.17632/pjc3zvggsr.1
title: Biocrusts regulate surface soil deformations during freezing-thawing and wetting-drying cycles in cold-winter drylands

description: In cold-winter drylands, seasonally frozen soils undergo recurring freezing-thawing and wetting-drying cycles throughout the cold and warm seasons, resulting in soil deformations such as frost heave, thaw settlement, wet-swelling, and dry-shrinkage. These behaviors are fundamental in determining the functioning of soils and ecosystems. Biocrusts, as ubiquitous living covers in cold-winter drylands, fundamentally reshape the structure and properties of surface soil. However, the role of biocrusts in regulating surface soil deformations remains poorly understood. Here, we conducted a series of laboratory simulations to address this knowledge gap, investigating the deformations of two types of biocrusts (cyanobacterial and moss) and bare soil (0–2 cm depth) during frost heave, thaw settlement, wet-swelling, and dry-shrinkage, as well as their underlying pathways. Our results revealed time-series differences in deformation ratios (i.e., height variation / original height) between biocrusts and bare soil during freezing and thawing. During freezing, the maximum frost heave ratios of cyano and moss crusts were 10.2‰ and 9.4‰, respectively, which were 31% and 37% lower than those of bare soil, and these frost heave ratios were intensified by increasing freezing intensity and initial water content. During subsequent thawing, the maximum thaw settlement ratio of biocrusts (15.0‰) was 48% higher than that of bare soil, with the thaw settlement being intensified by increasing freezing intensity and initial water content. After freezing-thawing, the final deformation ratio was positive (1.6‰) for bare soil but negative (–4.3‰) for biocrusts, indicating that biocrusts settled but bare soil expanded in comparison to their pre-freezing position. Furthermore, throughout wetting, biocrusts manifested a higher swelling ratio than bare soil, with the maximum swelling ratio of biocrusts (26.8‰) exceeding that of bare soil by 13%. Similarly, biocrusts also exhibited higher shrinking ratios than bare soil throughout drying. After wetting-drying, the final deformation ratio was positive (17.7‰) for bare soil but negative (–3.5‰) for biocrusts. Essentially, the clay content, total porosity, and organic matter content were critical factors that were influenced by biocrusts and explained observed deformations. Overall, our findings unveil the critical roles of biocrusts in mitigating soil frost heave and intensifying thaw settlement, wet-swelling, and dry-shrinkage, which thereby generate positive and multifaceted ecological implications on reducing soil erosion, alleviating moisture deficiency, and enhancing ecosystem productivity in cold-winter drylands.
DOI: 10.17632/zny673h958.1
title: Supplementary appendix, Table 2, multivariate analysis

description: Multivariate analysis of the study "Favorable prognosis of subcutaneous sarcoidosis: French cohort of 80 patients compared with dermal sarcoidosis"
DOI: 10.17632/v7kjkpvkc2.1
title: Dataset of Optical and molecular characterization of dissolved organic matter in the sediments of the New Britain Trench

description: The dataset contains geochemical, flourscent, and FT-ICRMS data used in the paper "Potential remineralization of terrigenous organic matter in the sediments of the New Britain Trench revealed by optical and molecular properties of the water-extracted dissolved organic matter ".
DOI: 10.17632/v7kjkpvkc2.2
title: Dataset of Potential remineralization of terrestrial organic matter in the sediments of the New Britain Trench revealed by optical and molecular properties of the water-extracted dissolved organic matter

description: The dataset contains geochemical, flourscent, and FT-ICRMS data used in the paper "Potential remineralization of terrestrial organic matter in the sediments of the New Britain Trench revealed by optical and molecular properties of the water-extracted dissolved organic matter ".
DOI: 10.25810/z00c-8f49
title: FIRED Angola Nov 2000 - July 2024

description: This is event-level polygons for the fire event delineation (FIRED) product for ANGOLA from November 2000 to July 2024. It is derived from the MODIS MCD64A1 burned area product (see https://lpdaac.usgs.gov/products/mcd64a1v061/ for more details). The MCD64A1 is a monthly raster grid of estimated burned dates. Firedpy (https://github.com/earthlab/firedpy) is an algorithm that converts these rasters into events by stacking the entire time series into a spatial-temporal data cube, then uses an algorithm to assign event identification numbers to pixels that fit into the same 3-dimensional spatial temporal window. This particular dataset was created using a spatial parameter of 1 pixels and 5 days. Daily polygons are included and the event identification numbers are the same for both files, but the event-level product has only single polygons for each entire event, while the daily product has separate polygons for each date per event. See the associated paper for more details on the methods and more:

Balch, J.K.; St. Denis, L.A.; Mahood, A.L.; Mietkiewicz, N.P.; Williams, T.M.; McGlinchy, J.; Cook, M.C. FIRED (Fire Events Delineation): An Open, Flexible Algorithm and Database of US Fire Events Derived from the MODIS Burned Area Product (2001–2019). Remote Sens. 2020, 12, 3498. https://doi.org/10.3390/rs12213498
DOI: 10.17632/89zwhb2fdk.1
title: Strategic Insider Trading and its Consequences for Outsiders: Evidence from the Eighteenth Century
DOI: 10.17632/s8n2hpc3tt.1
title: All spectra

description: Raman spectra at each pressure point
DOI: 10.17632/8f287kj79n.1
title: Dataset of articles published in Scopus-indexed journals of the Emergency Medicine subject area (Jan 2014-Sep 2024)

description: This dataset contains the list of articles published in Scopus-indexed journals of the Emergency Medicine subject area.
To compose the dataset, in October 2024, all journals of the Emergency Medicine subject area were identified using the Scopus Sources page, excluding journals without impact metrics. 
For every journal (n=109), all documents published from 2014 onwards were found except erratum, retraction, and conference papers.
Lists of the documents, including document title, year of publication, citation count, link to a document, author affiliation, abstract, author keywords, and language of an original document, were downloaded as .csv files and then merged into a single dataset table (Dataset_source.xlsx). Non-English document titles were manually removed.
For automated topic modelling, the corpus of document titles was pre-processed by removing special characters, punctuations, and excessive whitespaces, and changing all text to lowercase (Dataset_cleaned.xlsx).
DOI: 10.15468/dl.x3cwhn
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Caulerpa racemosa (Forssk.) J.Agardh"
 ]
}

 The dataset includes 57 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012569-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1124326
title: Images from an Archaeological Evaluation at Maiden Green Eastern Junction, Kenwyn, Truro, Cornwall, August 2024

description: This collection comprises images from an archaeological evaluation at Maiden Green Eastern Junction, Kenwyn, Truro, undertaken by Cornwall Archaeological Unit in August 2024.
DOI: 10.17632/ss2dt2xxpj.1
title: The functional properties of biofortified Brassica microgreens are mediated by the interaction between glucosinolates and polyphenols following vermicompost seed priming

description: Supplementary material for the manuscript titled "The functional properties of biofortified Brassica microgreens are mediated by the interaction between glucosinolates and polyphenols following vermicompost seed priming".

5. Supplementary material
Supplementary Table S1. Composition of vermicompost biostimulant.
Supplementary Table S2. Raw dataset on the untargeted UHPLC-QTOF/MS metabolomics of vermicompost seed-primed microgreens.
Supplementary Table S3. DAMs derived from the Volcano analysis on cress microgreens.
Supplementary Table S4. DAMs derived from the Volcano analysis on daikon microgreens.
Supplementary Table S5. DAMs derived from the Volcano analysis on mustard microgreens.
Supplementary Table S6. DAMs derived from the Volcano analysis on red cabbage microgreens.
Supplementary Table S7. Pearson correlation coefficients (r cut-off = 0.57) on the rCCA-mediated integration of bioactive compounds and in vitro biological activities of vermicompost seed-primed microgreens.
DOI: 10.17632/ss2dt2xxpj.2
title: The functional properties of biofortified Brassica microgreens are mediated by the interaction between glucosinolates and polyphenols following vermicompost seed priming

description: Supplementary material for the manuscript titled "The functional properties of biofortified Brassica microgreens are mediated by the interaction between glucosinolates and polyphenols following vermicompost seed priming".

Supplementary Table S1. Composition of vermicompost biostimulant.
Supplementary Table S2. Raw dataset on the untargeted UHPLC-QTOF/MS metabolomics of vermicompost seed-primed microgreens.
Supplementary Table S3. DAMs derived from the Volcano analysis on cress microgreens.
Supplementary Table S4. DAMs derived from the Volcano analysis on daikon microgreens.
Supplementary Table S5. DAMs derived from the Volcano analysis on mustard microgreens.
Supplementary Table S6. DAMs derived from the Volcano analysis on red cabbage microgreens.
Supplementary Table S7. Pearson correlation coefficients (r cut-off = 0.57) on the rCCA-mediated integration of bioactive compounds and in vitro biological activities of vermicompost seed-primed microgreens.
DOI: 10.17632/8rj4f5xtw3.1
title: How to get a better sample from the Scabies tunnel: Sampling under Wood's light.

description: Video-1: Demonstration of technique.
DOI: 10.17632/ybmxsfdf33.1
title: Understanding Challenges and AI Adoption in the Journey to Software Development Careers

description: This study explores the challenges faced and the adoption of AI in the transition to software development careers. The aim is to understand the motivations, transition processes, skill development, and experiences of individuals who have transitioned into software development careers through semi-structured interviews.
DOI: 10.5284/1124340
title: Data from a Geoarchaeological Assessment at St Mary's Churchyard, Stoke Mandeville South Embankment, Buckinghamshire, 2018-2022 (HS2 Phase One)

description: This collection comprises site record and GeoTIFF data from a Geoarchaeological Assessment at St Mary's Churchyard, Stoke Mandeville South Embankment, Buckinghamshire. The work was undertaken by L-P Archaeology between 2018 to 2022.
DOI: 10.15468/dl.8wadwe
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dasypyrum villosum (L.) Borbás)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012570-241107131044228/datasets/export for details.
DOI: 10.15468/dl.jkdjq8
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((118.09318 -6.3729,125.95488 -6.3729,125.95488 3.00498,118.09318 3.00498,118.09318 -6.3729))",
 "TaxonKey is one of (Macadamia F.Muell., Lasjia P.H.Weston & A.R.Mast)"
 ]
}

 The dataset includes 52 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012571-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.