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

description: A dataset containing 11522 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Anthene"
 ]
}

 The dataset includes 11522 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027369-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qezcft
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clematis montana",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 142 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027374-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r3c2zs
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polypogon viridis",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 74 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027372-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kjkb7b
title: Occurrence Download

description: A dataset containing 2082 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvelinus fontinalis",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2082 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027373-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45bjw5
title: Occurrence Download

description: A dataset containing 208163 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centaurium erythraea"
 ]
}

 The dataset includes 208163 records from 2016 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027270-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wmsg5w
title: Occurrence Download

description: A dataset containing 1087 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "OccurrenceStatus is Present",
 "TaxonKey is Clematis vitalba"
 ]
}

 The dataset includes 1087 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001877-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.j00124.00429
title: A dataset of nitrogen-doped carbon nanotubes prepared from waste paper with different nitrogen sources
title: A dataset of nitrogen-doped carbon nanotubes prepared from waste paper with different nitrogen sources

description: All electrochemical data were obtained by the Chenhua 760e workstation, and the thermogravimetric infrared mass spectrometry data were obtained by the TG-FTIR-MS triple device. The obtained data were all plotted into corresponding data graphs by Origin.
description: All electrochemical data were obtained by the Chenhua 760e workstation, and the thermogravimetric infrared mass spectrometry data were obtained by the TG-FTIR-MS triple device. The obtained data were all plotted into corresponding data graphs by Origin.
DOI: 10.57760/sciencedb.37218
title: KinaviAccident-8293
title: KinaviAccident-8293

description: KinaviAccident-8293 is a large-scale, structured global maritime accident dataset compiled from official investigation reports issued by 89 countries/regions, covering 8,293 accidents from 1912–2025. It provides 63 standardized fields per record, combining core metadata (date, location, vessel and accident type), casualty and loss outcomes, and rich narrative annotations such as brief/full summaries, lessons learned, recommendations, and detailed causal content (root causes, human/technical/environmental/organizational factors, causal chains, and timelines). The release includes a full multi-modal pipeline from original PDFs to parsed Markdown and structured JSON/CSV, along with Python scripts for statistics, quality assessment, and visualization; reported data quality is Grade A overall (91.8%) with high completeness for critical fields. Designed for statistical analysis, risk assessment, safety research, knowledge-graph construction, and ML/LLM applications (including SFT-ready formatting), the derived dataset is licensed under CC BY-NC 4.0, with ongoing updates noted through June 2025 (last updated 2026-02-03).
description: KinaviAccident-8293 is a large-scale, structured global maritime accident dataset compiled from official investigation reports issued by 89 countries/regions, covering 8,293 accidents from 1912–2025. It provides 63 standardized fields per record, combining core metadata (date, location, vessel and accident type), casualty and loss outcomes, and rich narrative annotations such as brief/full summaries, lessons learned, recommendations, and detailed causal content (root causes, human/technical/environmental/organizational factors, causal chains, and timelines). The release includes a full multi-modal pipeline from original PDFs to parsed Markdown and structured JSON/CSV, along with Python scripts for statistics, quality assessment, and visualization; reported data quality is Grade A overall (91.8%) with high completeness for critical fields. Designed for statistical analysis, risk assessment, safety research, knowledge-graph construction, and ML/LLM applications (including SFT-ready formatting), the derived dataset is licensed under CC BY-NC 4.0, with ongoing updates noted through June 2025 (last updated 2026-02-03).
DOI: 10.57760/sciencedb.37222
title: Sexual selection drives morphological and cognitive variation to facilitate the evolution of complex visual displays
title: Sexual selection drives morphological and cognitive variation to facilitate the evolution of complex visual displays

description: This dataset includes 7 files, involving variation of complexity and intensity of movement-based displays from 15 Phrynocephalus species (phrynoComparative-pgls-mm-simple.csv), presence of component (phrynoComparative-component-simple.csv), tree of 15 Phrynocephalus species (tree_mm_pgls.nex), variation of complexity and intensity of movement-based displays, as well as brain size from 10 Phrynocephalus species (2021-aver1-gd-modified.csv), tree of 10 Phrynocephalus species (tree_modified.nex), and the relevant r-script (phrynoComp-submission.R).
description: This dataset includes 7 files, involving variation of complexity and intensity of movement-based displays from 15 Phrynocephalus species (phrynoComparative-pgls-mm-simple.csv), presence of component (phrynoComparative-component-simple.csv), tree of 15 Phrynocephalus species (tree_mm_pgls.nex), variation of complexity and intensity of movement-based displays, as well as brain size from 10 Phrynocephalus species (2021-aver1-gd-modified.csv), tree of 10 Phrynocephalus species (tree_modified.nex), and the relevant r-script (phrynoComp-submission.R).
DOI: 10.57760/sciencedb.37213
title: Towards green magnesium preparation using a recyclable argon plasma anode for continuous electrolysis in molten chlorides
title: Towards green magnesium preparation using a recyclable argon plasma anode for continuous electrolysis in molten chlorides

description: During the magnesium electrolysis process, graphite anodes are prone to consumption and fragmentation, disrupting normal operations and releasing greenhouse gases. In this study, we introduce a continuous, carbon-free approach to magnesium electrolysis using stable argon plasma as the anode. The argon plasma anode operates via two distinct electrochemical stages: argon ionization at an average potential of 347.3 ± 95.3 V and chlorine evolution at 124.5 ± 9.0 V. A protective boron nitride (BN) coating on the tungsten collector filament significantly reduces corrosion. Atomic emission spectroscopy confirms the presence of Ar+ ions, whose concentration increases with current. Thermodynamic calculations and reaction analysis demonstrate that Ar+ facilitates chloride oxidation via the reaction: 2Ar+ + 2Cl- → 2Ar + Cl2. This work establishes the feasibility of argon plasma as an inert anode for chloride-based molten salt electrolysis, offering a sustainable alternative for magnesium production and potential applications in other high-temperature corrosive environments.
description: During the magnesium electrolysis process, graphite anodes are prone to consumption and fragmentation, disrupting normal operations and releasing greenhouse gases. In this study, we introduce a continuous, carbon-free approach to magnesium electrolysis using stable argon plasma as the anode. The argon plasma anode operates via two distinct electrochemical stages: argon ionization at an average potential of 347.3 ± 95.3 V and chlorine evolution at 124.5 ± 9.0 V. A protective boron nitride (BN) coating on the tungsten collector filament significantly reduces corrosion. Atomic emission spectroscopy confirms the presence of Ar+ ions, whose concentration increases with current. Thermodynamic calculations and reaction analysis demonstrate that Ar+ facilitates chloride oxidation via the reaction: 2Ar+ + 2Cl- → 2Ar + Cl2. This work establishes the feasibility of argon plasma as an inert anode for chloride-based molten salt electrolysis, offering a sustainable alternative for magnesium production and potential applications in other high-temperature corrosive environments.
DOI: 10.57967/hf/7760
title: OPUS-InstructionCorpus-Evol
DOI: 10.57760/sciencedb.37215
title: Supplementary Materials to Effect of Metformin Pre-treatment on IVF and ICSI Outcomes in Non-PCOS Women: A Systematic Review and Meta-analysis
title: Supplementary Materials to Effect of Metformin Pre-treatment on IVF and ICSI Outcomes in Non-PCOS Women: A Systematic Review and Meta-analysis

description: This is the supplementary materials to a meta-analysis.
description: This is the supplementary materials to a meta-analysis.
DOI: 10.57760/sciencedb.37208
title: Urban Green Drainage Facility Planning and Design Method Based on Multi-layer Fuzzy Decision-making and Cloud Computing
title: Urban Green Drainage Facility Planning and Design Method Based on Multi-layer Fuzzy Decision-making and Cloud Computing

description: Urban Green Drainage Facility Planning and Design Method Based on Multi-layer Fuzzy Decision-making and Cloud Computing
description: Urban Green Drainage Facility Planning and Design Method Based on Multi-layer Fuzzy Decision-making and Cloud Computing
DOI: 10.15468/dl.54jx3d
title: Occurrence Download

description: A dataset containing 2351046 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((22.46069 -29.22854, 22.46975 -29.22826, 24.43868 -29.12816, 24.44767 -29.12734, 24.45664 -29.12619, 24.46559 -29.12477, 24.47454 -29.12311, 24.48347 -29.12124, 24.49238 -29.11917, 24.50128 -29.11692, 24.51016 -29.11453, 24.51901 -29.11201, 24.52784 -29.10939, 24.53663 -29.10669, 24.5454 -29.10393, 24.55414 -29.10113, 24.56284 -29.09832, 24.57149 -29.09547, 25.1457 -28.89562, 25.15446 -28.89254, 25.16307 -28.88904, 25.17134 -28.88507, 25.17921 -28.8806, 25.18656 -28.87554, 25.19325 -28.86933, 25.19921 -28.86216, 26.08194 -27.73083, 26.08944 -27.71833, 26.09333 -27.70417, 26.09333 -27.61557, 26.09305 -27.60917, 25.89111 -24.85534, 25.88776 -24.84321, 25.86417 -24.7843, 25.25532 -23.69587, 25.16288 -23.56192, 24.16989 -22.17687, 24.0945 -22.07263, 24.01239 -22.00235, 23.95389 -21.97586, 17.89828 -19.41524, 17.83771 -19.40277, 17.7638 -19.3892, 17.68993 -19.39737, 17.53609 -19.42169, 17.47066 -19.43324, 15.51981 -20.87863, 15.48968 -20.91608, 15.48903 -20.9542, 18.21626 -27.62566, 18.23712 -27.66675, 18.27592 -27.69122, 22.45347 -29.22665, 22.46069 -29.22854))"
 ]
}

 The dataset includes 2351046 records from 521 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001861-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.37224
title: Code for Environmental and biotic controls on water use efficiencies of urban street trees
title: Code for Environmental and biotic controls on water use efficiencies of urban street trees

description: To evaluate the water use efficiencies of urban street trees, we measured stable carbon isotope ratio (δ13C) of 634 leaf samples (including 315 samples for healthy trees and 309 samples for unhealthy trees) within the central urban areas of 14 large cities across China. We then calculated iWUEs via a stable carbon isotope approach and explored the characteristics of iWUEs in urban street trees and their large-scale patterns. Additionally, we complied data on two climate variables (i.e., MAP and mean maximum daily temperature), five anthropogenic variables (e.g., PM2.5, O3, SO2, NO2, and road width), and nine biotic variables (i.e., diameter at breast height, unhealthiness grade of leaf size, leaf abundance, and leaf color as well as tree trunk damage and tree branch damage, life form, phylogeny types, and mycorrhiza types) and explored the key drivers in shaping the large-scale patterns of urban street tree iWUEs. 
description: To evaluate the water use efficiencies of urban street trees, we measured stable carbon isotope ratio (δ13C) of 634 leaf samples (including 315 samples for healthy trees and 309 samples for unhealthy trees) within the central urban areas of 14 large cities across China. We then calculated iWUEs via a stable carbon isotope approach and explored the characteristics of iWUEs in urban street trees and their large-scale patterns. Additionally, we complied data on two climate variables (i.e., MAP and mean maximum daily temperature), five anthropogenic variables (e.g., PM2.5, O3, SO2, NO2, and road width), and nine biotic variables (i.e., diameter at breast height, unhealthiness grade of leaf size, leaf abundance, and leaf color as well as tree trunk damage and tree branch damage, life form, phylogeny types, and mycorrhiza types) and explored the key drivers in shaping the large-scale patterns of urban street tree iWUEs.
DOI: 10.57760/sciencedb.37210
title: Multilayered nucleotide organization reveals purifying selection and host-driven adaptation in canine parvovirus and feline panleukopenia virus
title: Multilayered nucleotide organization reveals purifying selection and host-driven adaptation in canine parvovirus and feline panleukopenia virus

description: This dataset contains a total of 7 main high-resolution images at 600dpi, and three tables . These tables respectively summarize the key information of different strains and label the RSCU values of different proteins.
description: This dataset contains a total of 7 main high-resolution images at 600dpi, and three tables . These tables respectively summarize the key information of different strains and label the RSCU values of different proteins.
DOI: 10.15468/dl.7h6fjh
title: Occurrence Download

description: A dataset containing 759322 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude 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 "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= 37.42857426825602
 AND decimallatitude &lt;= 41.89415215079384
 AND decimallongitude &gt;= -107.89334554252557
 AND decimallongitude &lt;= -97.85900704989292
 AND GBIF_Within('POLYGON ((-97.859007 37.428574, -97.859007 41.894152, -107.893346 41.894152, -107.893346 37.428574, -97.859007 37.428574))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 759322 records were derived from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001876-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/7761
title: OPUS-InstructionCorpus
DOI: 10.34740/kaggle/dsv/14778391
title: 🇰🇷 🇰🇵 Reddit r/Korea Subreddit Dataset 2026
DOI: 10.5281/zenodo.18508659
title: Individualized decision making driven by long-term memory retrieval in Drosophila

description: Data used in the paper "Individualized decision making driven by long-term memory retrieval in Drosophila", by KL Feng, MC Wu, CC Charng, CY Chou, JY Weng, and AS Chiang, Cell Reports, 2026.

Contain data and LabVIEWS codes for single fly T-maze
DOI: 10.5281/zenodo.18508660
title: Individualized decision making driven by long-term memory retrieval in Drosophila

description: Data used in the paper "Individualized decision making driven by long-term memory retrieval in Drosophila", by KL Feng, MC Wu, CC Charng, CY Chou, JY Weng, and AS Chiang, Cell Reports, 2026.

Contain data and LabVIEWS codes for single fly T-maze
DOI: 10.15468/dl.u6ezba
title: Occurrence Download

description: A dataset containing 215528 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cornu",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 215528 records from 942 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001871-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dvumue
title: Occurrence Download

description: A dataset containing 183511 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Geometry POLYGON((-83.8583 -22.73508,-39.09474 -22.73508,-39.09474 16.99576,-83.8583 16.99576,-83.8583 -22.73508))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Crypturellus variegatus, Piaya melanogaster, Megascops watsonii, Glaucidium hardyi, Campephilus rubricollis, Trogon rufus, Myrmoborus myotherinus, Hafferia fortis, Hylophylax naevius, Formicarius colma, Synallaxis rutilans, Schiffornis turdina, Saltator grossus)"
 ]
}

 The dataset includes 183511 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001874-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d6azpb
title: Occurrence Download

description: A dataset containing 26580833 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Observation)",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Asteraceae"
 ]
}

 The dataset includes 26580833 records from 4253 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0280289-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jmyz73
title: Occurrence Download

description: A dataset containing 16673 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (USA.47_1, USA.49_1, USA.21_1, USA.9_1, USA.8_1, USA.31_1, USA.39_1)",
 "OccurrenceStatus is Present",
 "TaxonKey is Lysimachia"
 ]
}

 The dataset includes 16673 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008512-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112016048
title: Cuneiform Tablet 1913.14.0226, Spurlock 1913.14.0226

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0226; CDLI P420608 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/1.5) ❧ [Physical Object Note:] 3 x 2.8 x 1.8 cm (19g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.3knzus
title: Occurrence Download

description: A dataset containing 24964 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caranx latus Agassiz, 1831"
 ]
}

 The dataset includes 24964 records from 141 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0409917-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xe9vtu
title: Occurrence Download

description: A dataset containing 3809 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eurychorda complanata (R.Br.) B.G.Briggs & L.A.S.Johnson"
 ]
}

 The dataset includes 3809 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0207402-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112016005
title: Cuneiform Tablet 1913.14.0226, Spurlock 1913.14.0226

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0226; CDLI P420608 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/1.5) ❧ [Physical Object Note:] 3 x 2.8 x 1.8 cm (19g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.e8x6qq
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rodgersia sambucifolia Hemsl."
 ]
}

 The dataset includes 183 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0176660-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.upbbvv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is Museo Argentino de Ciencias Naturales \"Bernardino Rivadavia\" (MACN). Ichthyology National Collection (MACNIct)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0207397-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112016109
title: Cuneiform Tablet 1913.14.0226, Spurlock 1913.14.0226

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0226; CDLI P420608 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/1.5) ❧ [Physical Object Note:] 3 x 2.8 x 1.8 cm (19g) ❧ [Physical Object Note:] Seal impressions