cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/fvz9-r524
title: "Wafer Inspection Review"

description: "The semiconductor manufacturing industry demands increasingly sophisticated quality control mechanisms as device miniaturization approaches atomic scales. Wafer defect detection, a critical component of semiconductor fabrication, has undergone significant transformation with the advent of machine learning (ML) and deep learning (DL) technologies. This comprehensive review examines the current state of ML\/DL applications in wafer defect detection, analyzing the evolution from traditional rule-based systems to advanced neural architectures including convolutional neural networks (CNNs), vision transformers, and multimodal fusion approaches. Performance across major datasets is systematically evaluated, critical challenges in sub-5nm detection scenarios are identified, and future research directions are outlined. While current DL methods achieve accuracies exceeding 98% [1], significant challenges remain in real-time processing, mixed-type defect classification, and integration with existing manufacturing systems. Comprehensive data sources, implementation frameworks, and key research opportunities are provided, including explainable AI, few-shot learning, and edge computing solutions for next-generation semiconductor manufacturing."
DOI: 10.15468/dl.v8jjuk
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Edolisoma tenuirostre tenuirostre, Edolisoma tenuirostre timoriense, Edolisoma tenuirostre obiense, Edolisoma tenuirostre monacha, Edolisoma tenuirostre matthiae, Edolisoma tenuirostre insperatum, Edolisoma tenuirostre heinrothi, Edolisoma tenuirostre grayi, Edolisoma tenuirostre emancipatum, Edolisoma sula)"
 ]
}

 The dataset includes 111 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021652-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z82e34
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Draba thlaspiformis"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021651-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u3bvsy
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bipolaris sorokiniana",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 140 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021653-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6mnegx
title: Occurrence Download

description: A dataset containing 908 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cavendishia tarapotana"
 ]
}

 The dataset includes 908 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021654-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5v5ayu
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Farsetia jacquemontii"
 ]
}

 The dataset includes 141 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021655-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7q7s74
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynodon dactylon",
 "Country is Uzbekistan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 60 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021658-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m23s6w
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium johnstonii"
 ]
}

 The dataset includes 13 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021657-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3um9js
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eugenia kanakana"
 ]
}

 The dataset includes 37 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021656-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j3tsun
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "StateProvince is Amapá",
 "TaxonKey is Axonopus amapaensis"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021660-250711103210423/datasets/export for details.
DOI: 10.15468/dl.4uvepa
title: Occurrence Download

description: A dataset containing 722291 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Poa pratensis major, Poa pratensis setacea, Poa pratensis smaragdina, Poa pratensis subglabriflora, Poa pratensis vulgaris, Poa reptans, Poa trivialis, Aira semineutra, Aira semineutra, Phalaris semineutra)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 722291 records from 2552 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021612-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48580/d46ct.v89
title: Notizen über Oribatei (Acari). I
DOI: 10.48580/d46cy.v85
title: Achaeta becki sp. nov. (Oligochaeta: Enchytraeidae) from Amazonian forest soils
DOI: 10.48580/d46cz.v86
title: Notizen über Oribatei (Acari). II
DOI: 10.48580/d46cn.v87
title: A Partial Revision of the Genus Metabelba Grandjean (Oribatei, Acarina)
DOI: 10.48580/d46cs.v89
title: Schwedische Oribatei (Acari). I.
DOI: 10.48580/d46cf.v78
title: Beiträge zur Kenntnis der Oribatiden (Acari) Europas I. Zwei neue Arten der Gattung Suctobelba Paoli aus der Oberlausitz (DDR): Suctobelba scalpellata n. sp. und Suctobelba secta n. sp.
DOI: 10.48580/d46ch.v81
title: Neue Oribatiden (Acari) aus Deutschland III. Suctobelba carcharodon n. sp. und Suctobelba prominens n. sp.
DOI: 10.48580/d46cr.v82
title: A revision of the British species of the genus Phthiracarus Perty 1841 (Cryptostigmata: Euptyctima)
DOI: 10.48580/d46c5.v81
title: Species Oribatinarum (Oudms.) (Damaeinarum Michael) in Galicia collectae
DOI: 10.48580/d46c6.v78
title: Ueber eine noch nicht beschriebene Nothrus-Art
DOI: 10.48580/d46c7.v85
title: Zwei neue Oribatiden von der Insel Borkum
DOI: 10.48580/d46cb.v86
title: Revision der europäischen Gattungen und Arten der Familie Brachychthoniidae (Acari, Oribatei) Teil 1. Allgemeiner Teil: Brachychthoniidae Thor, 1934. Spezieller Teil: Liochthonius v. d. Hammen, 1959, Verachthonius nov. gen. und Paraliochthonius nov. gen.
DOI: 10.48580/d46c2.v85
title: Taxonomy of European Damaeidae (Acari: Oribatida) I. Kunstidamaeus Miko, 2006, with comments on Damaeus sensu lato
DOI: 10.48580/d46bw.v87
title: Review of Namibimydas Hesse, 1972 and Nothomydas Hesse, 1969 (Diptera: Mydidae: Syllegomydinae: Halterorchini) with the description of new species
DOI: 10.48580/d46by.v81
title: Zur Oribatidenfauna des Leopoldsberges von Wien (1. Beitrag)
DOI: 10.48580/d46c3.v86
title: Die Milben in der Zoologischen Staatssammlung München. Teil 10. Überfamilie Crotonioidea (I)
DOI: 10.48580/d46br.v84
title: Estudio de los frutos y semillas del género Chenopodium en la Argentina
DOI: 10.48580/d46bs.v83
title: Chenopodiaceae
DOI: 10.48580/d46bt.v24
title: Chenopodiaceae
DOI: 10.48580/d46bv.v87
title: A revision of the Neotropical spider genus Ancylometes Bertkau (Araneae: Pisauridae)
DOI: 10.48580/d46bj.v85
title: Chenopodium vulvaria
DOI: 10.48580/d46bn.v88
title: A new species of the genus Sinanapis (Araneae: Anapidae) from Lam Dong province, southern Vietnam.
DOI: 10.48580/d46bp.v81
title: A new species of the genus Comaroma in China (Araneae: Anapidae)
DOI: 10.48580/d46bq.v82
title: Araignées de la Nouvelle-Calédonie de des Iles Loyalty (part)
DOI: 10.48580/d46bc.v81
title: Chenopodium
DOI: 10.48580/d46bd.v80
title: Chenopodium vulvaria
DOI: 10.48580/d46bf.v80
title: Chenopodium olidum
DOI: 10.48580/d46bh.v89
title: Chenopodium vulvaria
DOI: 10.48580/d46b8.v84
title: Linyphiid Spiders of Japan (part)
DOI: 10.48580/d46b9.v83
title: Chenopodiaceae (part Chenopodium)
DOI: 10.48580/d46b6.v92
title: Comaroma simoni Bertkau, ein seltener Repäsentant der Spinnenfauna Oberösterreichs und der Steiermark (Arachnida, Araneae)
DOI: 10.48580/d46b7.v79
title: Bodenspinnen aus der Steiermark und ihren Nachbarländern, gesammelt von Prof. Dr. R. Schuster
DOI: 10.48580/d46bb.v85
title: Chenopodiaceae (part: Chenopodium)
DOI: 10.48580/d469w.v83
title: Fauna of Zheijiang
DOI: 10.48580/d469z.v90
title: Distribution and geographic variation pf Comaroma simonii Bertkau, 1889 (Arachnidae, Araneae, Anapidae)
DOI: 10.48580/d46b5.v90
title: The genera of the spider family Theridiidae
DOI: 10.48580/d469n.v87
title: The North American spider genera Paratheridula, Tekellina, Pholcomma and Archerius (Araneae: Theridiidae)
DOI: 10.48580/d469q.v87
title: Araneae Hungariae (excerpt)
DOI: 10.48580/d469t.v90
title: Spinnentiere oder Arachnoidea (Araneae)
DOI: 10.48580/d469j.v86
title: Flora of Northumberland and Durham
DOI: 10.48580/d469m.v80
title: The Genus Lactarius
DOI: 10.48580/d469p.v81
title: A conspectus of the native and naturalized species of Nephrolepis (Nephrolepidaceae) in the world
DOI: 10.48580/d469g.v80
title: The Genus Lactarius
DOI: 10.48580/d469k.v85
title: Chenopodium & Dysphania
DOI: 10.15156/bio/sh1385480.10fu
title: SH1385480.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1385482.10fu
title: SH1385482.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1385483.10fu
title: SH1385483.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1385486.10fu
title: SH1385486.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1385487.10fu
title: SH1385487.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1385489.10fu
title: SH1385489.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1385495.10fu
title: SH1385495.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1385501.10fu
title: SH1385501.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15468/dl.crtmp9
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudocaranx dentex (Bloch & Schneider, 1801)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 161 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002055-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ugsmr9
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAC2246"
 ]
}

 The dataset includes 50 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002056-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.azbhjy
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brama japonica Hilgendorf, 1878",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 43 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002058-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7mnpfr
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ostracion tuberculatus Linnaeus, 1758"
 ]
}

 The dataset includes 106 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002059-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pe93r2
title: Occurrence Download

description: A dataset containing 378 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oratosquilla oratoria (De Haan, 1844)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 378 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002060-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d93vwt
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ostracion argus Rüppell, 1828"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002061-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4vmp8z
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Orcinus orca (Linnaeus, 1758)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 56 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002062-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.