cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.y7vyw3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((101.73 0.990184, 101.659727 0.984616, 101.591184 0.96805, 101.526061 0.940895, 101.465961 0.903817, 101.412364 0.857732, 101.36659 0.803774, 101.329765 0.743272, 101.302796 0.677716, 101.286347 0.60872, 101.280823 0.537983, 101.286358 0.467247, 101.302816 0.398254, 101.329792 0.332701, 101.366621 0.272204, 101.412397 0.218251, 101.465992 0.172171, 101.526088 0.135098, 101.591204 0.107946, 101.659737 0.091382, 101.73 0.085815, 101.800263 0.091382, 101.868796 0.107946, 101.933912 0.135098, 101.994008 0.172171, 102.047603 0.218251, 102.093379 0.272204, 102.130208 0.332701, 102.157184 0.398254, 102.173642 0.467247, 102.179177 0.537983, 102.173653 0.60872, 102.157204 0.677716, 102.130235 0.743272, 102.09341 0.803774, 102.047636 0.857732, 101.994039 0.903817, 101.933939 0.940895, 101.868816 0.96805, 101.800273 0.984616, 101.73 0.990184))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040564-251120083545085/datasets/export for details.
DOI: 10.15468/dl.n4hqdm
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adelodrilus cooki",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 32 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040565-251120083545085/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.28644125
title: Frozen embryo transfer cycles with mild stimulation

description: In recent years, the number of frozen embryo transfer cycles has been steadily increasing due to advancements in embryo cryopreservation techniques and the widespread adoption of freeze-all strategies. As a result, optimizing endometrial preparation protocols has become a crucial aspect of improving pregnancy outcomes. Despite the growing clinical significance, there is still no consensus on the most effective endometrial preparation method, highlighting the need for further research to refine protocols and enhance implantation success.There is limited data in the literature regarding endometrial preparation protocols using mild ovarian stimulation for frozen embryo transfer cycles. Most existing studies for mild ovarian stimulation focus on the comparison of other endometrial preparation protocols, leaving a significant gap in understanding the success rates and independent predictors. This study aims to address this gap by evaluating the effectiveness of mild ovarian stimulation in frozen embryo transfer cycles identifying the key independent predictors of pregnancy outcomes, thus providing valuable insights into an underexplored area of reproductive medicine.
DOI: 10.6084/m9.figshare.28644125.v1
title: Frozen embryo transfer cycles with mild stimulation

description: In recent years, the number of frozen embryo transfer cycles has been steadily increasing due to advancements in embryo cryopreservation techniques and the widespread adoption of freeze-all strategies. As a result, optimizing endometrial preparation protocols has become a crucial aspect of improving pregnancy outcomes. Despite the growing clinical significance, there is still no consensus on the most effective endometrial preparation method, highlighting the need for further research to refine protocols and enhance implantation success.There is limited data in the literature regarding endometrial preparation protocols using mild ovarian stimulation for frozen embryo transfer cycles. Most existing studies for mild ovarian stimulation focus on the comparison of other endometrial preparation protocols, leaving a significant gap in understanding the success rates and independent predictors. This study aims to address this gap by evaluating the effectiveness of mild ovarian stimulation in frozen embryo transfer cycles identifying the key independent predictors of pregnancy outcomes, thus providing valuable insights into an underexplored area of reproductive medicine.
DOI: 10.15468/dl.qvwhwd
title: Occurrence Download

description: A dataset containing 6511 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Holarrhena floribunda",
 "Continent is Africa"
 ]
}

 The dataset includes 6511 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040566-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rec5mj
title: Occurrence Download

description: A dataset containing 57760 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to -25.914722",
 "DecimalLatitude is less than or equal to -20.914722",
 "DecimalLongitude is greater than or equal to -65.0",
 "DecimalLongitude is less than or equal to -60.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 57760 records from 186 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040544-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/mr7bgl
title: PAN-00122311 - medieval badge: ampulla, ambiguous

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00122311&lt;/p&gt;
description: Modified: 2025-10-28T08:30:48+01:00
DOI: 10.15468/dl.9a5m82
title: Occurrence Download

description: A dataset containing 967 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hilliardiella smithiana",
 "Continent is Africa"
 ]
}

 The dataset includes 967 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040567-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60893/figshare.jcp.30643130
title: Supplement 2

description: Equilibrium geometries of investigated systems
DOI: 10.60893/figshare.jcp.30643130.v1
title: Supplement 2

description: Equilibrium geometries of investigated systems
DOI: 10.60893/figshare.jcp.30643133
title: Supporting Information

description: Energy profiles of dynamic processes in organolithium aggregates. Phenyllithium and methyllithium dimers dissociation.

Descriptors of C-Li bond along the bond path for MeLin

Descriptors of C-Li bond in critical point (3, −1) for MeLin

Descriptors of C-Li bond along the bond path for t-BuLin

Descriptors of C-Li bond in critical point (3, −1) for t-BuLin

Descriptors of C-Li bond along the bond path for PhLin

Descriptors of C-Li bond in critical point (3, −1) for PhLin.


Correlation analysis of C-Li bond descriptors.

Dimensionality reduction methods (PCA, t-SNE, UMAP)

Linear Discriminant Analysis (LDA)

LDA summary

ML - confusion matrices for three classification tasks

ML - Descriptor count and bootstrap iterations vs classification accuracy

Bar plots of descriptor selection frequency (feature importance) for nucleophile type, aggregation degree, and C-Li bond type classification using the decision tree method with bootstrap aggregation
DOI: 10.60893/figshare.jcp.30643133.v1
title: Supporting Information

description: Energy profiles of dynamic processes in organolithium aggregates. Phenyllithium and methyllithium dimers dissociation.

Descriptors of C-Li bond along the bond path for MeLin

Descriptors of C-Li bond in critical point (3, −1) for MeLin

Descriptors of C-Li bond along the bond path for t-BuLin

Descriptors of C-Li bond in critical point (3, −1) for t-BuLin

Descriptors of C-Li bond along the bond path for PhLin

Descriptors of C-Li bond in critical point (3, −1) for PhLin.


Correlation analysis of C-Li bond descriptors.

Dimensionality reduction methods (PCA, t-SNE, UMAP)

Linear Discriminant Analysis (LDA)

LDA summary

ML - confusion matrices for three classification tasks

ML - Descriptor count and bootstrap iterations vs classification accuracy

Bar plots of descriptor selection frequency (feature importance) for nucleophile type, aggregation degree, and C-Li bond type classification using the decision tree method with bootstrap aggregation
DOI: 10.15468/dl.p485pt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((101.395 0.994184, 101.324727 0.9886160000000001, 101.256184 0.97205, 101.191061 0.944895, 101.130961 0.907817, 101.077364 0.8617320000000001, 101.031589 0.807774, 100.994765 0.747272, 100.967796 0.681716, 100.951347 0.61272, 100.945822 0.541983, 100.951357 0.471247, 100.967816 0.402253, 100.994792 0.336701, 101.031621 0.276203, 101.077397 0.222251, 101.130992 0.176171, 101.191088 0.139098, 101.256204 0.111946, 101.324737 0.09538199999999999, 101.395 0.08981500000000001, 101.465263 0.09538199999999999, 101.533796 0.111946, 101.598912 0.139098, 101.659008 0.176171, 101.712603 0.222251, 101.758379 0.276203, 101.795208 0.336701, 101.822184 0.402253, 101.838643 0.471247, 101.844178 0.541983, 101.838653 0.61272, 101.822204 0.681716, 101.795235 0.747272, 101.758411 0.807774, 101.712636 0.8617320000000001, 101.659039 0.907817, 101.598939 0.944895, 101.533816 0.97205, 101.465273 0.9886160000000001, 101.395 0.994184))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040568-251120083545085/datasets/export for details.
DOI: 10.15468/dl.t78f9z
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adelodrilus kiselevi",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040569-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16811807
title: EPID: The Enfield PCB Inspection Dataset for Visual Defect Detection

description: This dataset contains high-resolution images of printed circuit boards (PCBs) captured under controlled laboratory conditions for research on defect detection. It includes both undamaged boards and boards with artificially introduced defects (burned integrated circuits (ICs), melted IC pins, popped capacitors), documented step-by-step using a reproducible damage-planning procedure.

Each image is annotated with bounding boxes for integrated circuits (ICs) and capacitors in COCO format, accompanied by metadata detailing the damage type and sequence. Designed for training and benchmarking models in low-data-volume scenarios, the dataset supports applications in quality control, manufacturing, and computer vision research.

License: CC BY-SA 4.0Related resources: Dataset description [link]
DOI: 10.5281/zenodo.16811808
title: EPID: The Enfield PCB Inspection Dataset for Visual Defect Detection

description: This dataset contains high-resolution images of printed circuit boards (PCBs) captured under controlled laboratory conditions for research on defect detection. It includes both undamaged boards and boards with artificially introduced defects (burned integrated circuits (ICs), melted IC pins, popped capacitors), documented step-by-step using a reproducible damage-planning procedure.

Each image is annotated with bounding boxes for integrated circuits (ICs) and capacitors in COCO format, accompanied by metadata detailing the damage type and sequence. Designed for training and benchmarking models in low-data-volume scenarios, the dataset supports applications in quality control, manufacturing, and computer vision research.

License: CC BY-SA 4.0Related resources: Dataset description [link]
DOI: 10.5281/zenodo.17358877
title: Artifact of Software Testing Practices in Minecraft Mod Development: An Empirical Study

description: This artifact includes:

1. A README.md

2. The experimental data

3. The origin data of the case study
DOI: 10.5281/zenodo.17358878
title: Artifact of Software Testing Practices in Minecraft Mod Development: An Empirical Study

description: This artifact includes:

1. A README.md

2. The experimental data

3. The origin data of the case study
DOI: 10.60893/figshare.jcp.30661427
title: Supplementary Material

description: Further technical details of the computational methods, the quantum chemical basis set issue, the neural network procedure and the methods to include nuclear quantum effects.
DOI: 10.60893/figshare.jcp.30661427.v1
title: Supplementary Material

description: Further technical details of the computational methods, the quantum chemical basis set issue, the neural network procedure and the methods to include nuclear quantum effects.
DOI: 10.17026/ar/yy8bgq
title: PAN-00175801 - pinch lead

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00175801&lt;/p&gt;
description: Modified: 2025-10-22T13:00:08+02:00
DOI: 10.60893/figshare.jcp.30606353
title: Supplementary material

description: Supplementary material
DOI: 10.60893/figshare.jcp.30606353.v1
title: Supplementary material

description: Supplementary material
DOI: 10.15468/dl.nc7h5q
title: Occurrence Download

description: A dataset containing 4782 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hoslundia opposita",
 "Continent is Africa"
 ]
}

 The dataset includes 4782 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040570-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5291/ill-data.1-03-73
title: A comprehensive approach to investigate anaerobic corrosion in rare and ancient iron-based nails from shipwrecks
DOI: 10.5291/ill-data.1-04-290
title: Operando SANS investigation of Na-ion storage mechanism in Na-ion battery carbon electrode materials using a pencil neutron beam
DOI: 10.5291/ill-data.1-04-173
title: SANS Contrast matching to optimize the conditions to confine a high mass polymer electrolyte in a CNT
DOI: 10.5291/ill-data.1-10-48
title: Accurate values for wavelength-dependent neutron scattering lengths of 141Pr, 152Sm, 154Sm, 153Eu and natEu
DOI: 10.5291/ill-data.1-10-46
title: Accurate neutron scattering lengths of 6Li, 148Sm, 154Sm, 153Eu, 156Gd, and 203Tl
DOI: 10.5291/ill-data.1-10-50
title: Accurate neutron scattering lengths of Sm- and Nd-isotopes
DOI: 10.5291/ill-data.3-07-384
title: Search for BSM physics at TeV scale with transverse polarizationof electrons from neutron decay - the BRAND project
DOI: 10.5291/ill-data.3-07-399
title: BRAND: Search for BSM physics at TeV scale via the transverse polarization  of electrons emitted in neutron decay - beam time extensio
DOI: 10.5291/ill-data.3-14-448
title: Experimental Investigation of the Quantum Caustic Pattern II
DOI: 10.5291/ill-data.3-14-450
title: Storage of gravitationally bound quantum states of UCN
DOI: 10.5291/ill-data.3-14-451
title: Transitions between gravitational levels by magnetic gradient fields
DOI: 10.15468/dl.t8tj0k
title: Occurrence Download

description: A dataset containing 2477 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polyommatus damon (Denis & Schiffermüller, 1775)"
 ]
}

 The dataset includes 2477 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034715-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.92tnmd
title: Occurrence Download

description: A dataset containing 136771 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Country is Puerto Rico",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 136771 records from 188 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0170556-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uap4ge
title: Occurrence Download

description: A dataset containing 7052 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Butastur liventer (Temminck, 1827)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 7052 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021931-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.twiwio
title: Occurrence Download

description: A dataset containing 278141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1990-2018",
 "Geometry POLYGON((-8.08594 33.72434,81.91406 33.72434,81.91406 71.07406,-8.08594 71.07406,-8.08594 33.72434))",
 "TaxonKey is Dytiscidae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 278141 records from 327 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034716-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pyjheq
title: Occurrence Download

description: A dataset containing 18595 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Machilus Nees"
 ]
}

 The dataset includes 18595 records from 174 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004045-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ytsqfy
title: Occurrence Download

description: A dataset containing 1 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 Pristimantis mars (Lynch & Ruiz-Carranza, 1996)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021939-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eg6ew2
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio bridgesii Hook. & Arn."
 ]
}

 The dataset includes 61 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034716-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6d75xn
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "TaxonKey is Allium carolinianum Redouté",
 "TaxonKey is Allium caespitosum Siev. ex Bong. & C.A.Mey."
 ]
 }
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0180400-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mzcgkc
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centaurea aeolica Guss. ex Lojac."
 ]
}

 The dataset includes 30 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085519-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.o1petf
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio bridgesii Hook. & Arn."
 ]
}

 The dataset includes 61 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034717-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h8wn6h
title: Occurrence Download

description: A dataset containing 519 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex meridionalis (Kük.) Herter"
 ]
}

 The dataset includes 519 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0147165-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f6qhkd
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Allium cyaneum Regel"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0180409-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9baan3
title: Occurrence Download

description: A dataset containing 3 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 Charadrahyla esperancensis Canseco-Márquez, Ramírez-González & González-Bernal, 2017"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021900-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.