cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14814754
title: Leveraging Lambda Expresssion in Micro-clone Refactoring

description: Duplicate code fragments, known as code clones, are a widespread phenomenon in software development, often causing difficulties in the maintenance and evolution of software systems. Micro-clones refer to short code fragments (i.e., less than five lines in length), which are particularly prevalent in the codebase. This study investigates the application of lambda expressions—a Java 8 functionality that enables the generation of concise and functional code segments, as a refactoring strategy for micro-clones. We focused and identified near-miss micro-clones of across five distinct subject systems using the NiCad clone detector. We have chosen 425 near-miss micro-clone pairs to ensure a 95% confidence level with a 5% confidence interval, based on the clone detector results for thorough investigation. Our findings indicate that 69.4% of these pairs can be refactored utilising the lambda refactoring technique. We also built a classifier using significant features based on Mann-Whitney-Wilcoxon U Test results from the micro-clones that achieved 78.91% accuracy. The effectiveness of lambda expressions in minimising repetition, enhancing maintainability, and parameterising the small changes in behaviour among micro-clone fragments was verified by their feedback. We enhance the overall understanding of refactoring techniques and offer developers real insights to optimise their code bases.
DOI: 10.5281/zenodo.14814755
title: Leveraging Lambda Expresssion in Micro-clone Refactoring

description: Duplicate code fragments, known as code clones, are a widespread phenomenon in software development, often causing difficulties in the maintenance and evolution of software systems. Micro-clones refer to short code fragments (i.e., less than five lines in length), which are particularly prevalent in the codebase. This study investigates the application of lambda expressions—a Java 8 functionality that enables the generation of concise and functional code segments, as a refactoring strategy for micro-clones. We focused and identified near-miss micro-clones of across five distinct subject systems using the NiCad clone detector. We have chosen 425 near-miss micro-clone pairs to ensure a 95% confidence level with a 5% confidence interval, based on the clone detector results for thorough investigation. Our findings indicate that 69.4% of these pairs can be refactored utilising the lambda refactoring technique. We also built a classifier using significant features based on Mann-Whitney-Wilcoxon U Test results from the micro-clones that achieved 78.91% accuracy. The effectiveness of lambda expressions in minimising repetition, enhancing maintainability, and parameterising the small changes in behaviour among micro-clone fragments was verified by their feedback. We enhance the overall understanding of refactoring techniques and offer developers real insights to optimise their code bases.
DOI: 10.34740/kaggle/dsv/10673633
title: Sentinel-2 Imagery of Behsud District, Afghanistan
DOI: 10.15468/dl.7kefa8
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Miconia chamissois Naudin)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016684-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pj9cvw
title: Occurrence Download

description: A dataset containing 53026 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Broussonetia harmandii Gagnep., Broussonetia kaempferi Siebold, Broussonetia monoica Hance, Broussonetia papyrifera (L.) L'Hér. ex Vent.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 53026 records from 402 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016685-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7q5cjw
title: Occurrence Download

description: A dataset containing 229 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tibouchina bipenicillata (Naudin) Cogn."
 ]
}

 The dataset includes 229 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005756-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bpqxa3
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aulacopilum abbreviatum Mitt.",
 "Year 1970-2023"
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027882-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.trippd
title: Occurrence Download

description: A dataset containing 381 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Crocus chrysanthus (Herb.) Herb.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 381 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005756-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kosxop
title: Occurrence Download

description: A dataset containing 3358 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arctium minus var. minus",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 3358 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005756-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h2tdjn
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eragrostiella brachyphylla (Stapf) Bor",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005757-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2xzja
title: Occurrence Download

description: A dataset containing 18940 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Cowan Tetrapod Collection - Mammals"
 ]
}

 The dataset includes 18940 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041583-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3y6uvn
title: Occurrence Download

description: A dataset containing 752 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "StateProvince is Alabama",
 "TaxonKey is Amanita Dill. ex Boehm., 1760"
 ]
}

 The dataset includes 752 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005826-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z13boz
title: Occurrence Download

description: A dataset containing 1305 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nassella trichotoma (Nees) Hack."
 ]
}

 The dataset includes 1305 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005757-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zcpfed
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasGeospatialIssue is false",
 "Country is New Zealand",
 "Modified is 2023-07"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004335-230828120925497/datasets/export for details.
DOI: 10.15468/dl.2pzpoc
title: Occurrence Download

description: A dataset containing 160 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erythrina L.",
 "Country is Guatemala"
 ]
}

 The dataset includes 160 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005757-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7usn7c
title: Occurrence Download

description: A dataset containing 356 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Curculigo ensifolia R.Br."
 ]
}

 The dataset includes 356 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154720-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7tcey3
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Crocus cartwrightianus Herb.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005757-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r58jz6
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-78.49083 6.3487,-79.01395 3.01979,-77.3495 3.54291,-77.11172 6.30114,-78.49083 6.3487))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Idiacanthus antrostomus Gilbert, 1890"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004344-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uaxylb
title: Occurrence Download

description: A dataset containing 2200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arabidopsis lyrata (L.) O'Kane & Al-Shehbaz",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 2200 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005757-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fjjjqs
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Pavo cristatus Linnaeus, 1758"
 ]
}

 The dataset includes 79 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033611-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gqwajb
title: Occurrence Download

description: A dataset containing 2230 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenella longirostris (Gray, 1828)"
 ]
}

 The dataset includes 2230 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005758-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sx4xy4
title: Occurrence Download

description: A dataset containing 917 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is Odocoileus hemionus (Rafinesque, 1817)",
 "Year 1970-2000"
 ]
}

 The dataset includes 917 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033625-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ufmslf
title: Occurrence Download

description: A dataset containing 666 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fitzroya cupressoides (Molina) I.M.Johnst."
 ]
}

 The dataset includes 666 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005758-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mcpse5
title: Occurrence Download

description: A dataset containing 1057 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Inventario y evaluación de fauna silvestre en el campo de exploración petrolera Niscota Sur"
 ]
}

 The dataset includes 1057 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041586-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jgxxi8
title: Occurrence Download

description: A dataset containing 3040 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Digitaria horizontalis Willd."
 ]
}

 The dataset includes 3040 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005758-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k48p8e
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Stygnomma bispinatum Goodnight & Goodnight, 1953"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154719-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cxzwvi
title: Occurrence Download

description: A dataset containing 216 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Registros biológicos del Humedal Santa María del Lago 1999-2013"
 ]
}

 The dataset includes 216 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005758-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvdrww
title: Occurrence Download

description: A dataset containing 1134 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Distribution of major planktic foraminifera at Site 177-1089"
 ]
}

 The dataset includes 1134 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005758-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.znprmu
title: Occurrence Download

description: A dataset containing 270 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Curcuma aromatica Salisb."
 ]
}

 The dataset includes 270 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154741-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xsev5e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allium flavellum Vved.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061470-220831081235567/datasets/export for details.
DOI: 10.15468/dl.xwyq4m
title: Occurrence Download

description: A dataset containing 597560 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON (( 100.307 2.419, 100.307 4.421, 101.867 4.421, 101.867 2.419, 100.307 2.419 ))",
 "KingdomKey is Animalia",
 "Year is greater than or equal to 2000",
 {
 "or" : [
 "License is CC0 1.0",
 "License is CC-BY 4.0"
 ]
 },
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 597560 records from 888 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016869-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x3uqkt
title: Occurrence Download

description: A dataset containing 1001 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Curculigo orchioides Gaertn."
 ]
}

 The dataset includes 1001 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154724-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ext0nc
title: Occurrence Download

description: A dataset containing 820849 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON ((-111.22558593749999 40.88029480552824, -111.22558593749999 45.089035564831036, -103.84277343749999 45.089035564831036, -103.84277343749999 40.88029480552824, -111.22558593749999 40.88029480552824))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 820849 records from 300 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005758-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/oqcpwf
title: Structural Damage Assessment Dataset: 6th February 2023 Kahramanmaraş Earthquakes

description: This dataset contains structural damage observations collected through field reconnaissance following the 6 February 2023 Kahramanmaraş earthquakes.

Data was obtained between 09/02/2025 and 16/02/2025 during field surveys conducted across the affected areas. A total of 1308 buildings were documented

Each entry in the dataset includes:

Geolocation of the damaged structure,
Photographs taken on-site,
Observed structural damage level,
Basic metadata such as base area, material type (if available), and context notes.
DOI: 10.15468/dl.xngpgk
title: Occurrence Download

description: A dataset containing 702 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Material sample, Material citation, Specimen, Fossil, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "TaxonKey is Tetragonia tetragonioides",
 "Year 1000-2025"
 ]
}

 The dataset includes 702 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019067-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w9bzsg
title: Occurrence Download

description: A dataset containing 894 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Occurrences data collection of Onchocerca volvulus for spatial distribution and ecological niche modeling."
 ]
}

 The dataset includes 894 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019069-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nfccj7
title: Occurrence Download

description: A dataset containing 755 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Canis lupus",
 "DecimalLatitude is greater than or equal to 44",
 "DecimalLatitude is less than or equal to 45.1",
 "DecimalLongitude is greater than or equal to -111.2",
 "DecimalLongitude is less than or equal to -109.8",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Observation)"
 ]
}

 The dataset includes 755 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019068-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17207655
title: US Waste Management Market 2025 To 2034

description: US Waste Management Market Size, Trends and Insights By Service Type (Collection, Transportation, Disposal), By Waste Type (Municipal Waste, Medical Waste, Industrial Waste, E-waste), and By Region - Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

The US Waste Management Market is forecast to grow at a CAGR of 9.38% from 2025 to 2034. The market is expected to reach USD 849.7 Million by 2034, up from USD 224.9 Million in 2025.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=74347
DOI: 10.5281/zenodo.17207656
title: US Waste Management Market 2025 To 2034

description: US Waste Management Market Size, Trends and Insights By Service Type (Collection, Transportation, Disposal), By Waste Type (Municipal Waste, Medical Waste, Industrial Waste, E-waste), and By Region - Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

The US Waste Management Market is forecast to grow at a CAGR of 9.38% from 2025 to 2034. The market is expected to reach USD 849.7 Million by 2034, up from USD 224.9 Million in 2025.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=74347
DOI: 10.15468/dl.zdkwc7
title: Occurrence Download

description: A dataset containing 0 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 (Convallaria majalis rosea)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019070-250920141307145/datasets/export for details.