cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.mrrv3w
title: Occurrence Download

description: A dataset containing 28811 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Neogale Gray, 1865"
 ]
}

 The dataset includes 28811 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012618-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.24zxfh
title: Occurrence Download

description: A dataset containing 1087 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bechstein's Bat Survey Project"
 ]
}

 The dataset includes 1087 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012619-250415084134356/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.28351172
title: Financial Fraud Alert Review Dataset

description: The FiFAR dataset, is comprised of 30K bank account opening application instances, accompanied by the judgments of a team of 50 synthetic fraud analysts with realistic decision-making properties on whether or not each instance is a fraudulent application. Each instance contains information regarding the bank account opening application and the applicant, as well as the ground truth label: 0 - legitimate, 1 - fraudulent. Furthermore, each instance contains the prediction of each of the 50 experts, following the same convention as the label. We provide every expert’s prediction for every 30K instances in the Bank Account Fraud dataset (https://www.kaggle.com/datasets/sgpjesus/bank-account-fraud-dataset-neurips-2022/versions/1?select=Base.csv) deemed fraudulent by a fraud detection model, thus simulating an “alert-review” scenario, where experts are tasked with reviewing high-risk bank account opening applications.
DOI: 10.6084/m9.figshare.28351172.v1
title: Financial Fraud Alert Review Dataset

description: The FiFAR dataset, is comprised of 30K bank account opening application instances, accompanied by the judgments of a team of 50 synthetic fraud analysts with realistic decision-making properties on whether or not each instance is a fraudulent application. Each instance contains information regarding the bank account opening application and the applicant, as well as the ground truth label: 0 - legitimate, 1 - fraudulent. Furthermore, each instance contains the prediction of each of the 50 experts, following the same convention as the label. We provide every expert’s prediction for every 30K instances in the Bank Account Fraud dataset (https://www.kaggle.com/datasets/sgpjesus/bank-account-fraud-dataset-neurips-2022/versions/1?select=Base.csv) deemed fraudulent by a fraud detection model, thus simulating an “alert-review” scenario, where experts are tasked with reviewing high-risk bank account opening applications.
DOI: 10.6084/m9.figshare.26262656
title: Soft magnetic hysteresis in a dysprosium amide-alkene complex up to 100 kelvin

description: Supporting characterisation data for yttrium and dysprosium compounds in this study.
DOI: 10.6084/m9.figshare.26262656.v1
title: Soft magnetic hysteresis in a dysprosium amide-alkene complex up to 100 kelvin

description: Supporting characterisation data for yttrium and dysprosium compounds in this study.
DOI: 10.15468/dl.wrhkdz
title: Occurrence Download

description: A dataset containing 10746 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "OccurrenceStatus is Present",
 "TaxonKey is Pygoscelis antarcticus (J.R.Forster, 1781)"
 ]
}

 The dataset includes 10746 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008973-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110815744
title: Proto-Sinaitic Inscription 365b

description: [Text Description:] Proto-Sinaitic Inscription ❧ [Text or Publication Number Note:] Sinai 365 ❧ [Excavation Description:] Discovered in 1930 in the tumuli field known as "Camp of the Egyptians" near Serabit el-Khadem ❧ [Medium:] Stone ❧ [Script Note:] Early Alphabetic ❧ [Physical Object Description:] Fragment of a stone plaque, inscribed on both sides, 15 x 12 cm
DOI: 10.25549/inscriptifact-ouc110815765
title: Proto-Sinaitic Inscription 366

description: [Text Description:] Proto-Sinaitic Inscription ❧ [Text or Publication Number Note:] Sinai 366 ❧ [Excavation Description:] Discovered in 1930 near the entrance of Mine L, near the entrance, at Serabit el-Khadem ❧ [Medium:] Stone ❧ [Script Note:] Early Alphabetic ❧ [Physical Object Description:] Trapezoidal stone plaque (complete?), 13 x 9 cm
DOI: 10.25549/inscriptifact-ouc110815761
title: Proto-Sinaitic Inscription 366

description: [Text Description:] Proto-Sinaitic Inscription ❧ [Text or Publication Number Note:] Sinai 366 ❧ [Excavation Description:] Discovered in 1930 near the entrance of Mine L, near the entrance, at Serabit el-Khadem ❧ [Medium:] Stone ❧ [Script Note:] Early Alphabetic ❧ [Physical Object Description:] Trapezoidal stone plaque (complete?), 13 x 9 cm
DOI: 10.25549/inscriptifact-ouc110815749
title: Proto-Sinaitic Inscription 365b

description: [Text Description:] Proto-Sinaitic Inscription ❧ [Text or Publication Number Note:] Sinai 365 ❧ [Excavation Description:] Discovered in 1930 in the tumuli field known as "Camp of the Egyptians" near Serabit el-Khadem ❧ [Medium:] Stone ❧ [Script Note:] Early Alphabetic ❧ [Physical Object Description:] Fragment of a stone plaque, inscribed on both sides, 15 x 12 cm
DOI: 10.25549/inscriptifact-ouc110815726
title: Proto-Sinaitic Inscription 365b

description: [Text Description:] Proto-Sinaitic Inscription ❧ [Text or Publication Number Note:] Sinai 365 ❧ [Excavation Description:] Discovered in 1930 in the tumuli field known as "Camp of the Egyptians" near Serabit el-Khadem ❧ [Medium:] Stone ❧ [Script Note:] Early Alphabetic ❧ [Physical Object Description:] Fragment of a stone plaque, inscribed on both sides, 15 x 12 cm
DOI: 10.25549/inscriptifact-ouc110815671
title: Proto-Sinaitic Inscription 365b

description: [Text Description:] Proto-Sinaitic Inscription ❧ [Text or Publication Number Note:] Sinai 365 ❧ [Excavation Description:] Discovered in 1930 in the tumuli field known as "Camp of the Egyptians" near Serabit el-Khadem ❧ [Medium:] Stone ❧ [Script Note:] Early Alphabetic ❧ [Physical Object Description:] Fragment of a stone plaque, inscribed on both sides, 15 x 12 cm
DOI: 10.25549/inscriptifact-ouc110813387
title: Apulian Red-Figure Krater (Mixing Bowl), BMC P.3138

description: [Text Description:] Associate of the Lycurgus Painter, Classical ❧ [Text or Publication Number Note:] BMC P.3138 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Red-Figure Krater (Mixing Bowl) ❧ [Physical Object Note:] 20 1/2 x 13 1/2 x 17 1/2 in. (52 x 34.3 x 44.5 cm) ❧ [Physical Object Note:] Kraters
DOI: 10.25549/inscriptifact-ouc110813430
title: Attic White-Ground Lekythos (Oil Bottle) with Tomb Visitation Scene, BMC P.3222

description: [Text Description:] Attributed to Aischines Painter, Classical ❧ [Text or Publication Number Note:] BMC P.3222 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, White-Ground Lekythos (Oil Bottle) ❧ [Physical Object Note:] 7 1/2 x 2 9/16 x 2 9/16 in. (19 x 6.5 x 6.5 cm) ❧ [Physical Object Note:] Lekythoi
DOI: 10.3535/68k-1p3-s8b
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ak0-zcj-dya
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6x6-l8c-rfd
title: Foraminifera d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g1l-7ez-z5x
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c56-mya-qhs
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gke-6h3-mqc
title: Acer monspessulanum subsp. monspessulanum

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/09c-jjz-hv0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vkd-ywj-snw
title: †Lepidocyclina Gümbel, 1870

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8z6-380-a3l
title: †Alveolina boscii (Defrance in Bronn, 1825)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5bp-389-s4g
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9q9-p8f-076
title: †Lepidocyclina Gümbel, 1870

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e15-lzw-bpz
title: †Nummulites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sdx-8y0-ttq
title: Planorbulina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/61k-d8m-zzz
title: Globothalamea Pawlowski, Holzmann & Tyszka, 2013

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m0c-cbb-wng
title: †Nummulites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/32h-a4q-m7e
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m9y-x9m-0ps
title: †Spiroclypeus Douvillé, 1905

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vms-hvs-02a
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.umne4k
title: Occurrence Download

description: A dataset containing 130276 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Russian Federation, Kazakhstan, Mongolia, China, Ukraine, Belarus, Poland, Romania, Moldova, Republic of, Slovakia, Hungary, Serbia, Bulgaria, Türkiye, Georgia, Armenia, Azerbaijan, Iran (Islamic Republic of), Turkmenistan, Uzbekistan, Tajikistan, Afghanistan, Pakistan, India, Nepal, Myanmar, Thailand, Lao People’s Democratic Republic, Korea, Republic of, Korea (Democratic People’s Republic of), Japan)",
 "Month is one of (May, June)",
 "TaxonKey is Milvus migrans"
 ]
}

 The dataset includes 130276 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024310-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/1gc-9kh-g9j
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dxb-6vs-gd4
title: †Nummulites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.uafj7v
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus viridis",
 "Country is Samoa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024347-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/et7-wwt-38b
title: †Spiroclypeus Douvillé, 1905

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hhq-a6h-txj
title: Voacanga Thouars

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xjc-nbs-hyk
title: †Discocyclina Gümbel, 1870

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0pd-59y-5c2
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/50p-q72-ld1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0he-yx9-p98
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s4d-31e-5qf
title: †Lepidosemicyclina bifida (Rutten, 1912)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xgj-cpm-g6d
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.pkshct
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus viridis",
 "Country is Qatar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024345-250811113504898/datasets/export for details.
DOI: 10.3535/7d0-vmc-a77
title: †Lepidocyclina Gümbel, 1870

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d4w-sdv-fk9
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7jf-s72-s7c
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a2r-d4n-zb9
title: †Nummulites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ss3-jc5-emv
title: †Nummulites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1j9-a8f-5k5
title: Amphistegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ctd-q4c-rrd
title: Bolivina dilatata Reuss, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.p7xu88
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus viridis",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024346-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/fj2-wh6-c8p
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nw3-zf9-d10
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.8gkyju
title: Occurrence Download

description: A dataset containing 6135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is FRA.8.4.1_1",
 "IucnRedListCategory is one of (CR, EN, VU, NT)",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 6135 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009287-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j2k2dy
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.28_1",
 "TaxonKey is Apocynum pictum"
 ]
}

 The dataset includes 142 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048805-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mj9bhs
title: Occurrence Download

description: A dataset containing 17768 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (North America, Europe, Oceania, Asia, Antarctica, Africa)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ageratina adenophora (Spreng.) R.M.King & H.Rob."
 ]
}

 The dataset includes 17768 records from 176 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013404-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.njf3d5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Maulisia Parr, 1960",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((44.0031 -15.9691,43.978 -16.1504,44.9648 -16.1504,44.9648 -15.5455,44.7261 -15.708,44.2309 -15.7446,44.0031 -15.9691))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009429-250525065834625/datasets/export for details.
DOI: 10.15468/dl.a4vdte
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((17 -35.5,40.5 -35.5,40.5 2.5,17 2.5,17 -35.5))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Betasyrphus adligatus (Wiedemann, 1824)",
 "Year 1970-2024"
 ]
}

 The dataset includes 176 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011599-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bgrbve
title: Occurrence Download

description: A dataset containing 2668833 species occurrences available in GBIF matching the query:
{
 "GadmGid" : [
 "is ESP.12_1"
 ]
}

 The dataset includes 2668833 records from 472 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046970-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14457/tu.the.2024.1210
title: A multi-objective possibilistic programming model integrated with a fuzzy inference system and TOPSIS for order allocation based on the consideration of purchasing decision criteria and SDG17

description: This research presents an integrated decision-making framework designed to enhance supplier evaluation and order allocation under uncertainty within the electronics manufacturing industry. A total of five evaluation criteria were used: cost, quality, delivery, service, and SDG17, which was newly introduced to incorporate environmental and partnership considerations. These criteria and their sub-criteria were validated through a structured survey of 74 procurement and supply chain professionals, ensuring that both traditional and sustainability dimensions were theoretically and practically justified. Supplier performance was evaluated using a Fuzzy Inference System (FIS), which translated expert judgment into quantifiable scores through Mamdani Type 1 IF–THEN rules across 27 rule sets per criterion. The fuzzified outputs were then defuzzified and ranked using the TOPSIS method. Among the five suppliers analyzed in the case study, supplier SB consistently achieved the highest ranking, followed by SC, SE, SD, and SA. These rankings served as the foundation for proportional order allocation planning. To address uncertainties in lead time, quality, and cost, the study employed a Multi-Objective Possibilistic Programming (MOPP) model with lexicographic optimization. Three prioritized objectives: minimizing lead time, maximizing quality, and minimizing cost, were optimized based on survey-derived weights. The model was tested under three key scenarios: optimistic (α = 0), likelihood (α = 1), and pessimistic (α = 0), each reflecting varying degrees of confidence in uncertain data. The results demonstrated distinct trade-offs: the optimistic scenario yielded the shortest lead time of 10.6 days and the lowest cost of $7.96 million, while the pessimistic scenario was more conservative but ensured robustness in volatile environments. A sensitivity analysis was also conducted across α-cut levels from 0.1 to 0.9, at α = 0.7, the order allocation results revealed that supplier SB received the highest share due to its strong performance across cost, quality, and lead time criteria. The proposed formulated model achieved a 27% reduction in lead time of 6.73 days, a 12% improvement in quality, and a 4% cost reduction of approximately $0.63 million. Among all tested values, α = 0.7 was identified as the most appropriate level for this research, providing an optimal balance between model robustness and decision confidence under procurement uncertainty. In summary, the proposed formulated model offers a comprehensive and adaptive approach for supplier selection and material allocation, supporting both operational excellence and sustainable development objectives. The incorporation of SDG17 as a core evaluation dimension reflects the growing importance of sustainability in procurement strategy, making this model highly relevant for decision-makers in modern, uncertainty-prone supply chains.
DOI: 10.5281/zenodo.17632802
title: Flexible corneal neurotechnology reveals in-vivo pathological retinal oscillations in retinitis pigmentosa mouse models and patients as a biomarker of functional remodeling during retinal degeneration

description: This record contains the dataset used in the article:"Litvin, D. et al. Flexible corneal neurotechnology reveals in-vivo pathological retinal oscillations in retinitis pigmentosa mouse models and patients as a biomarker of functional remodeling during retinal degeneration".

The Data.zip folder contains input data for PSD analysis, cycle-by-cycle (CBC) analyis and multi-metric (MM) anaylsis. for each analysis, it contains also expected results.

The Analysis code is currently available here: https://github.com/lne-lab/rsERG
DOI: 10.5281/zenodo.17657914
title: Flexible corneal neurotechnology reveals in-vivo pathological retinal oscillations in retinitis pigmentosa mouse models and patients as a biomarker of functional remodeling during retinal degeneration

description: This record contains the dataset used in the article:"Litvin, D. et al. Flexible corneal neurotechnology reveals in-vivo pathological retinal oscillations in retinitis pigmentosa mouse models and patients as a biomarker of functional remodeling during retinal degeneration".

The Data.zip folder contains input data for PSD analysis, cycle-by-cycle (CBC) analyis and multi-metric (MM) anaylsis. for each analysis, it contains also expected results.

The Analysis code is currently available here: https://github.com/lne-lab/rsERG