cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7h57zu
title: Occurrence Download

description: A dataset containing 16440 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Antepirrhoe semiatrata (Hulst, 1881), Mompha propinquella Stainton, Mompha unifasciella Chambers, 1876, Alypia langtonii Couper, 1865, Nesomymar magniclave Valentine, 1971, Coniothyrium conoideum Sacc., Hypoderma commune (Fr.) Duby, Lasiosphaeria strigosa (Alb. & Schwein.) Sacc., Unguiculella foliicola (Graddon) Spooner & P.M.Kirk, Endoperplexa subfarinacea (Hauerslev) P.Roberts, Stypella grilletii (Boud.) P.Roberts, Trechispora caucasica (Parmasto) Liberta, Hoplitis robusta (Nylander, 1848), Trichomasthus cyanifrons (Dalman, 1820), Mompha locupletella (Denis & Schiffermüller), 1775, Caloptilia magnifica (Stainton, 1867), Opuntiaspis philococcus (Cockerell, 1893), Diplodia opuntiae Sacc., Callithrix aurita (É.Geoffroy Saint-Hilaire, 1812), Dolerus yukonensis Norton, 1872, Dolerus gessneri André, 1880, Dolerus pratensis (Linnaeus, 1758), Dolerus eversmanni W.F.Kirby, 1882, Dolerus vestigialis (Klug, 1818), Dolerus bimaculatus (Geoffroy, 1785), Dolerus pratorum (Fallén, 1808), Dolerus gilvipes (Klug, 1818), Scirrhia castagnei (Mont.) Nitschke, Stagonosporopsis equiseti Died., Flagelloscypha kavinae (Pilát) W.B.Cooke, Dolerus aericeps Thomson, 1871, Dolerus germanicus (Fabricius, 1775), Mycosphaerella equiseticola Bond.-Mont., Scirrhia silvatica L.Holm & K.Holm, Liriomyza virgo Zetterstedt, 1837, Gorgoniceps boltonii (W.Phillips) Dennis, Mycosphaerella equiseti (Fuckel) J.Schröt., Psilachnum inquilinum (P.Karst.) Dennis, Stagonospora equiseti Fautrey, Hymenoscyphus pileatus (P.Karst.) Kuntze, Mycosphaerella equisetina Syd., Titaeospora detospora (Sacc.) Bubák, Phoma epitricha (Berk. & Broome) Sacc., Stamnaria persoonii (Moug.) Fuckel, Dolerus cothurnatus Serville, 1823, Coniothyrium equiseti Lambotte & Fautrey, Macrosteles canadensis Kwon, 2010, Macrosteles borealis (Dorst, 1931), Australacanthus halei (Gross, 1950), Eurytoma oliphantis Hedqvist, 1976)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 16440 records from 373 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001623-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15518688
title: Supplementary material for: All at sea? Externalities and cargo diversion in the wake of Brexit

description: This folder contains the data and Stata code used in the article 'All at sea? Externalities and cargo diversion in the wake of Brexit'. Its purpose is to enable readers to replicate the main findings of the study.
DOI: 10.5281/zenodo.15518689
title: Supplementary material for: All at sea? Externalities and cargo diversion in the wake of Brexit

description: This folder contains the data and Stata code used in the article 'All at sea? Externalities and cargo diversion in the wake of Brexit'. Its purpose is to enable readers to replicate the main findings of the study.
DOI: 10.6084/m9.figshare.29148284
title: Biomass Distribution at Heading Stage of Early Rice in Sanya City from 2019 to 2024

description: Based on the planting area distribution of early rice in Sanya from 2019 to 2024, the biomass density at heading stage was estimated. Our team created a Dynamic Growth Period Unification (DGU) algorithm: Based on the objective law that NDVI of rice heading stage reaches the maximum value in the whole growth period, the change trend of rice NDVI in satellite remote sensing images of the study area is analyzed and the corresponding time range of rice heading stage is extracted. This method solves the problem of inaccurate prediction of large-scale spatial rice biomass due to the difference of crop rotation time in farmers' planting patterns and different growth stages of rice varieties. Then, Sentinel-1 radar data and Sentinel-2 optical data of the corresponding time period were obtained according to this time range, and the radar data, optical data and texture information were input into four machine learning algorithms, namely random forest, support vector machine, gradient lifting decision tree and BP neural network, to develop a rice biomass density estimation model. The results show that: The random forest algorithm performed best in the prediction task of rice biomass density. Its coefficient of determination R2 was 0.746, root mean square error (RMSE) was 290.531 g/m², Bias was 6.766 g/m², and relative root mean square error (RRMSE) was 23.850%. The Bias% was 0.555%. The results showed that the biomass density of rice in Sanya fluctuated in different years and regions. The average biomass density fluctuated between 1142.218 g/m² and 1177.410 g/m², and the total biomass fluctuated between 21120.266 tons and 28696.107 tons. The average biomass density in Yazhou district fluctuated between 1143.687 g/m² and 1167.343 g/m², and the total biomass fluctuated between 7845.106 tons and 12082.793 tons. The average biomass density fluctuated between 1149.634 g/m² and 1194.170 g/m², and the total biomass fluctuated between 6710.375 tons and 10139.757 tons. The average biomass density in Jiyang District fluctuated between 1159.411 g/m² -1227.457 g/m², and the total biomass fluctuated between 1797.002 tons and 2757.501 tons. The average biomass density of Haitang district fluctuated between 1114.167 g/m² -1184.708 g/m², and the total biomass fluctuated between 3717.419 tons and 5421.217 tons.
DOI: 10.5281/zenodo.15347019
title: Regionalized control mechanism of spatial variations in primary productivity in the Okhotsk Sea since the Last Glacial Maximum
DOI: 10.5281/zenodo.15347020
title: Regionalized control mechanism of spatial variations in primary productivity in the Okhotsk Sea since the Last Glacial Maximum
DOI: 10.5281/zenodo.15518682
title: Regionalized control mechanism of spatial variations in primary productivity in the Okhotsk Sea since the Last Glacial Maximum
DOI: 10.15468/dl.rbpwhq
title: Occurrence Download

description: A dataset containing 1090 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "GadmGid is IND.16.3_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Pelecanus philippensis Gmelin, 1789",
 "Year 2019-2019"
 ]
}

 The dataset includes 1090 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001620-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/82c02810-d20e-4175-bfb2-ec9e06ae5884
title: Code underlying the publication: Transition radiation in a piecewise-linear and infinite one-dimensional structure–a Laplace transform method

description: The Matlab codes used for the corresponding publication are shared herein. The attached Matlab and Maple files are used for obtaining the results in the paper, but also demonstrate the derivations.
DOI: 10.4121/82c02810-d20e-4175-bfb2-ec9e06ae5884.v1
title: Code underlying the publication: Transition radiation in a piecewise-linear and infinite one-dimensional structure–a Laplace transform method

description: The Matlab codes used for the corresponding publication are shared herein. The attached Matlab and Maple files are used for obtaining the results in the paper, but also demonstrate the derivations.
DOI: 10.15468/dl.63kp46
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Academy of Natural Sciences of Drexel University - Bryophytes",
 "Country is Croatia"
 ]
}

 The dataset includes 17 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001628-250525065834625/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.29149331
title: OpCode-Putin-in Crimean conflict.csv

description: Using Profilerplus to process the public statement of Putin during the Crimean crisis to do operational code analysis.
DOI: 10.6084/m9.figshare.29149331.v1
title: OpCode-Putin-in Crimean conflict.csv

description: Using Profilerplus to process the public statement of Putin during the Crimean crisis to do operational code analysis.
DOI: 10.15468/dl.x3w59p
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is University of Colorado, Museum of Natural History Herbarium Lichen Collection",
 "Country is Croatia"
 ]
}

 The dataset includes 61 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001630-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/5140eef4-4d1c-4e12-9c07-33fe3b73ef42
title: Code underlying the publication: Transition radiation in an infinite one-dimensional structure interacting with a moving oscillator—the Green’s function method

description: The source codes for the corresponding paper. The attached Matlab and Maple files are used for obtaining the results in the paper, but also demonstrate the derivations.
DOI: 10.4121/5140eef4-4d1c-4e12-9c07-33fe3b73ef42.v1
title: Code underlying the publication: Transition radiation in an infinite one-dimensional structure interacting with a moving oscillator—the Green’s function method

description: The source codes for the corresponding paper. The attached Matlab and Maple files are used for obtaining the results in the paper, but also demonstrate the derivations.
DOI: 10.15468/dl.68p5sz
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((96.50106 27.43658,85.14799 21.00317,96.50106 8.13636,110.50317 9.27167,112.01691 19.86786,109.36786 26.30127,101.79915 28.19345,96.50106 27.43658))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dalbergia burmanica Prain"
 ]
}

 The dataset includes 19 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001632-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aa7qwb
title: Occurrence Download

description: A dataset containing 15975 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pardalotus rubricatus Gould, 1838)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15975 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0294786-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gww3mq
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nephelaphyllum aureum J.J.Wood"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047125-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8eykna
title: Occurrence Download

description: A dataset containing 556407 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calidris canutus (Linnaeus, 1758))",
 "HasCoordinate is one of (true)"
 ]
}

 The dataset includes 556407 records from 458 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0294529-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rrk53w
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nepeta viscida Boiss."
 ]
}

 The dataset includes 9 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047100-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.855xwf
title: Occurrence Download

description: A dataset containing 20189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vigna unguiculata (L.) Walp."
 ]
}

 The dataset includes 20189 records from 200 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0284896-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zyf9gf
title: Occurrence Download

description: A dataset containing 216 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Crax globulosa Spix, 1825)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 216 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0294834-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9rmh5e
title: Occurrence Download

description: A dataset containing 6681 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mauritia flexuosa L.f.",
 "Year 2000-2023"
 ]
}

 The dataset includes 6681 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0294546-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kcyf6q
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Georgia",
 "TaxonKey is Mantodea"
 ]
}

 The dataset includes 124 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0294820-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uqcwh4
title: Occurrence Download

description: A dataset containing 7531 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acinonyx jubatus (Schreber, 1775)"
 ]
}

 The dataset includes 7531 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047104-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7jmb6j
title: Occurrence Download

description: A dataset containing 31319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Saudi Arabia",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 31319 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0284897-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wwsnbr
title: Occurrence Download

description: A dataset containing 319179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Apus affinis (J.E.Gray, 1830), Apus affinis (Blyth, 1862), Anius affinis Voss, 1940, Aphis affinis Del Guercio, 1911, Atypus affinis Eichwald, 1830, Aphis affinis (Kaltenbach, 1843), Aphis affinis Del Guercio, 1911, Axius affinis De Man, 1888)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 319179 records from 218 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0294512-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ctbfvn
title: Occurrence Download

description: A dataset containing 1211 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tinamotis pentlandii Vigors, 1837)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1211 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0294788-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d5244g
title: Occurrence Download

description: A dataset containing 69623 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Rhamnus alaternus L.)",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 69623 records from 394 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124204-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fsztgu
title: Occurrence Download

description: A dataset containing 586307 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Insect Species Occurrence Data from Multiple Projects Worldwide with Focus on Bees and Wasps in North America"
 ]
}

 The dataset includes 586307 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030046-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18702708
title: TASVIRIY SAN'ATDA MINIATURA YO'NALISHINING BADIIY VA TARIXIY AHAMIYATI

description: Mazkur maqolada tasviriy san’atda miniatura yo‘nalishining shakllanishi, rivojlanish bosqichlari va uning badiiy-estetik ahamiyati tahlil qilinadi. Sharq miniatura maktablarining o‘ziga xos xususiyatlari, kompozitsion yechimlari va rangtasvir uslublari ilmiy-nazariy jihatdan yoritilgan. Tadqiqotda miniatura san’ati milliy madaniyat va estetik tafakkur taraqqiyotida muhim o‘rin tutishi asoslab berilgan.
DOI: 10.5281/zenodo.18702707
title: TASVIRIY SAN'ATDA MINIATURA YO'NALISHINING BADIIY VA TARIXIY AHAMIYATI

description: Mazkur maqolada tasviriy san’atda miniatura yo‘nalishining shakllanishi, rivojlanish bosqichlari va uning badiiy-estetik ahamiyati tahlil qilinadi. Sharq miniatura maktablarining o‘ziga xos xususiyatlari, kompozitsion yechimlari va rangtasvir uslublari ilmiy-nazariy jihatdan yoritilgan. Tadqiqotda miniatura san’ati milliy madaniyat va estetik tafakkur taraqqiyotida muhim o‘rin tutishi asoslab berilgan.
DOI: 10.57967/hf/7859
title: Genecorpus-104M
DOI: 10.15468/dl.43zncy
title: Occurrence Download

description: A dataset containing 2727 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Curruca deserti"
 ]
}

 The dataset includes 2727 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030054-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qrv2et
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-8.58835 54.3096,-9.3876 54.33197,-9.37481 53.76514,-8.36456 53.74246,-7.74434 53.84443,-7.91058 54.31333,-8.58835 54.3096))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhododendron ponticum"
 ]
}

 The dataset includes 161 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030055-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18702733
title: Skin Lesions Dataset for 2-Class Object Segmentation (YOLO annotation)

description: This dataset contains images used in the monograph titled Zastosowanie wybranych metod uczenia głębokiego w wizji komputerowej (Application of Selected Deep Learning Methods in Computer Vision) to build the yolo11n-seg model. The full collection consists of 1150 image files showing 2 classes of objects: Melanoma Invasive and Nevus. Moreover, the dataset contains 150 images of healthy skin serving as background images.

Example images are shown in this Figure: 

https://drive.google.com/file/d/1771lhLEQ-sIZAzdeqFAheIuxJu7QaWac/view?usp=drive_link

The dataset was randomly divided into a training set (60% of the full dataset) and validation and test sets (20% each). As a result, the training part contains 700 files, validation and test parts - 225. Images were annotated with polygons in the YOLO format, according to which the description of each file is contained in an TXT file with the same name. The dataset can be used to build other models for skin lesion segmentation.
DOI: 10.5281/zenodo.18702734
title: Skin Lesions Dataset for 2-Class Object Segmentation (YOLO annotation)

description: This dataset contains images used in the monograph titled Zastosowanie wybranych metod uczenia głębokiego w wizji komputerowej (Application of Selected Deep Learning Methods in Computer Vision) to build the yolo11n-seg model. The full collection consists of 1150 image files showing 2 classes of objects: Melanoma Invasive and Nevus. Moreover, the dataset contains 150 images of healthy skin serving as background images.

Example images are shown in this Figure: 

https://drive.google.com/file/d/1771lhLEQ-sIZAzdeqFAheIuxJu7QaWac/view?usp=drive_link

The dataset was randomly divided into a training set (60% of the full dataset) and validation and test sets (20% each). As a result, the training part contains 700 files, validation and test parts - 225. Images were annotated with polygons in the YOLO format, according to which the description of each file is contained in an TXT file with the same name. The dataset can be used to build other models for skin lesion segmentation.
DOI: 10.21227/gm9p-9257
title: "Dataset and Code for: Optimal X-ray CT Image Particle Segmentation Filtering and Contact Analysis for Granular Material"

description: "This dataset contains the source code, LabelTool, and annotated 3D volumetric benchmarks associated with the paper Optimal X-ray CT Image Particle Segmentation Filtering and Contact Analysis for Granular Material"