cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7s8a7m
title: Occurrence Download

description: A dataset containing 353785 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)"
 ]
 }
 }
 ]
 },
 "SpeciesKey is Coccinella septempunctata Linnaeus, 1758",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2023"
 ]
}

 The dataset includes 353785 records from 1907 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022918-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/vwr-nj2-cf2
title: Argynnis paphia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/6ff2yhwpcr
title: carbon_pricing_decarbonization

description: excel file of 1809 articles reviewed
DOI: 10.3535/yzy-wtv-adz
title: Argynnis paphia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/3gq-v88-zv7
title: Conistra (Conistra) vaccinii (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cp1-0tm-4gf
title: Agrochola (Leptologia) Prout, 1901

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/6ff2yhwpcr.1
title: carbon_pricing_decarbonization

description: excel file of 1809 articles reviewed
DOI: 10.3535/f0g-mdz-ysz
title: Eudonia lacustrata Panzer, 1804

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/220-qsd-rqb
title: Diacrisia sannio (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wez-nfk-xtv
title: Caradrina (Paradrina) selini Boisduval, 1840

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2ts-70s-n1x
title: Mythimna (Mythimna) pallens Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qb1-d51-sr6
title: Mythimna (Mythimna) pallens Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17026/ar/uafphw
title: PAN-00015594 - copper alloy nail with round flat head

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00015594&lt;/p&gt;
description: Modified: 2025-07-17T12:54:39+02:00
DOI: 10.3535/3hq-swl-dp8
title: Lycaena Fabricius, 1807

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xq9-b0h-ehd
title: Myelois cribrella Hübner, 1796

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/z6e-r22-00m
title: Apomyelois bistriatella Hulst, 1887

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/92x-lra-0pv
title: Anthocharis cardamines (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/zj398grnhb
title: Bactfast Analysis Files

description: This data set includes all analysis files generated as a result of the Bactfast workflow. The output is generated as .txt files. Each file provides a summary of the bacterial species identified in each patient sample along with the relative abundance (as a % of the total bacterial reads identified) for each species and also includes a genus abundance.
DOI: 10.3535/rn6-qx8-9yw
title: Parnassius apollo (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/zj398grnhb.1
title: Bactfast Analysis Files

description: This data set includes all analysis files generated as a result of the Bactfast workflow. The output is generated as .txt files. Each file provides a summary of the bacterial species identified in each patient sample along with the relative abundance (as a % of the total bacterial reads identified) for each species and also includes a genus abundance.
DOI: 10.3535/6p1-9s9-y79
title: Diacrisia sannio (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lk0-ytj-136
title: Agrochola (Leptologia) Prout, 1901

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/z19-2s0-krh
title: Apamea (Apamea) anceps ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/h4y-7tb-x02
title: Glaucopsyche alexis (Poda, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zpn-kkl-mfm
title: Aglais urticae (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/e96-rpq-df8
title: Rhizedra lutosa Hübner, 1803

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k93-zk4-9rz
title: Pediasia aridella Thunberg, 1788

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nhy-cap-qwt
title: Arctia aulica (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/10m-ql5-12z
title: Calophasia lunula Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/dpr-t2w-kpt
title: Diacrisia sannio (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/48v-5pw-pb9
title: Amphipoea fucosa Freyer, 1830

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/exz-zn7-twt
title: Amphipoea fucosa Freyer, 1830

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vgt-q44-8sm
title: Myelois cribrella Hübner, 1796

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cx3-g8t-mqm
title: Athetis (Athetis) gluteosa (Treitschke, 1835)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qvj-8pk-dxq
title: Catoptria permutatellus Herrich-Schäffer, 1849

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fze-494-g2g
title: Oligia strigilis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/529-n4n-p2c
title: Orthosia (Semiophora) gothica Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bjv-3g9-fsq
title: Pabulatrix pabulatricula (Brahm, 1791)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gn2-pdm-nnc
title: Amphipoea fucosa Freyer, 1830

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/51n-2fc-v04
title: Sympistis heliophila Paykull, 1793

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/64e-lgm-kxm
title: Mythimna (Mythimna) pallens Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.jxccxp
title: Occurrence Download

description: A dataset containing 762 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Itea glutinosa, Itea indochinensis, Itea kiukiangensis, Itea kwangsiensis, Itea macrophylla)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 762 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029812-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/nwm3dyzcjz.2
title: The data of "Stepwise Variation of Ni Isotopes in MORBs from the East Pacific Rise: A Response to Magma Replenishment and Differentiation"

description: This dataset presents the supplementary data of "Stepwise Variation of Ni Isotopes in MORBs from the East Pacific Rise: A Response to Magma Replenishment and Differentiation", including literature data and detailed models used in the figures in the manuscript.
DOI: 10.3535/098-03q-3pw
title: Eudonia lacustrata Panzer, 1804

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/x6j-r05-b4r
title: Autographa gamma (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/35c-38n-deh
title: Caradrina (Paradrina) clavipalpis (Scopoli, 1763)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/yjm-dyq-z0a
title: Noctuidae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/688-dav-1en
title: Myelois cribrella Hübner, 1796

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vcj-bxx-yyn
title: Parnassius apollo (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/82p-9vj-2qb
title: Noctuidae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zsa-ntq-j93
title: Glaucopsyche alexis (Poda, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.34740/kaggle/dsv/14000250
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.3535/9gg-0va-nv3
title: Gortyna flavago [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/2gn5cm4m8z
title: Performance Dataset for Multi-Component Sunscreens

description: This study systematically constructed a comprehensive multi-component sunscreen formulation dataset for machine learning model training and validation. The dataset comprises 600 formulations, including 30 blank base controls and 570 multi-component formulations. A combined approach of stratified sampling and Latin hypercube sampling was employed for experimental design, incorporating seven common ultraviolet filters: Octinoxate (OMC), Homosalate (HMS), Octocrylene (OCR), TiO₂, Avobenzone (AVB), Bis-Ethylhexyloxyphenol Methoxyphenyl Triazine (Tinosorb S), and ZnO. In all non-blank formulations, the total filter content was fixed at 18%, with the content of any single filter not exceeding 10% and all concentrations set as integer values.

The performance of the designed formulations was simulated using the DSM Sunscreen Optimizer simulator, generating data for five key performance indicators: Sun Protection Factor (SPF), UVA Protection Factor to SPF ratio (UVA-PF/SPF), Blue Light Protection Factor (Blue Light PF), UV Filter Efficiency, and Ecological Impact. The final constructed dataset contains 7,200 data points, comprehensively covering formulation compositions and their corresponding performance metrics. During the data preprocessing stage, missing value handling and feature standardization were performed. The dataset was then randomly split into an 80% training set and a 20% test set, providing a reliable data foundation for subsequent machine learning modeling.
DOI: 10.3535/bk8-kyx-et8
title: Agriphila poliellus Treitschke, 1832

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hxs-31g-nq7
title: Catoptria falsella [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/3x1-c34-tyj
title: Catoptria falsella [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/876-73t-nq8
title: Exaeretia ciniflonella Zeller, 1846

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/2gn5cm4m8z.1
title: Performance Dataset for Multi-Component Sunscreens

description: This study systematically constructed a comprehensive multi-component sunscreen formulation dataset for machine learning model training and validation. The dataset comprises 600 formulations, including 30 blank base controls and 570 multi-component formulations. A combined approach of stratified sampling and Latin hypercube sampling was employed for experimental design, incorporating seven common ultraviolet filters: Octinoxate (OMC), Homosalate (HMS), Octocrylene (OCR), TiO₂, Avobenzone (AVB), Bis-Ethylhexyloxyphenol Methoxyphenyl Triazine (Tinosorb S), and ZnO. In all non-blank formulations, the total filter content was fixed at 18%, with the content of any single filter not exceeding 10% and all concentrations set as integer values.

The performance of the designed formulations was simulated using the DSM Sunscreen Optimizer simulator, generating data for five key performance indicators: Sun Protection Factor (SPF), UVA Protection Factor to SPF ratio (UVA-PF/SPF), Blue Light Protection Factor (Blue Light PF), UV Filter Efficiency, and Ecological Impact. The final constructed dataset contains 7,200 data points, comprehensively covering formulation compositions and their corresponding performance metrics. During the data preprocessing stage, missing value handling and feature standardization were performed. The dataset was then randomly split into an 80% training set and a 20% test set, providing a reliable data foundation for subsequent machine learning modeling.
DOI: 10.3535/lg4-g53-fjl
title: Agriphila inquinatella [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/d6v-pq9-3r7
title: Catoptria falsella [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0ga-bq4-pxz
title: Parnassius apollo (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mnc-f6b-348
title: Plebejus argus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/dkl-pd6-wyg
title: Amphipoea fucosa Freyer, 1830

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zd9-l0h-aj1
title: Lymantria (Lymantria) monacha (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0tb-rpc-8pw
title: Lateroligia ophiogramma (Esper, 1793)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/nv2tnn2czn
title: Enhancing implementation efficiency and accuracy of process optimization with a prior knowledge-centric few-shot learning framework:Source data

description: The data here serves as supporting data for a paper: Enhancing implementation efficiency and accuracy of process optimization with a prior knowledge-centric few-shot learning framework
DOI: 10.3535/0s7-ath-99v
title: Lateroligia ophiogramma (Esper, 1793)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/b5y-llx-p61
title: Amphipoea fucosa Freyer, 1830

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cb0-f7w-dhs
title: Euxoa (Euxoa) obelisca [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/nv2tnn2czn.1
title: Enhancing implementation efficiency and accuracy of process optimization with a prior knowledge-centric few-shot learning framework:Source data

description: The data here serves as supporting data for a paper: Enhancing implementation efficiency and accuracy of process optimization with a prior knowledge-centric few-shot learning framework
DOI: 10.3535/8c4-0kz-aa4
title: Xestia (Xestia) sexstrigata Haworth, 1809

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6l7-36t-lm9
title: Apomyelois bistriatella Hulst, 1887

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0b5-af5-wnr
title: Parnassius apollo (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gxz-dwr-2kg
title: Athetis (Athetis) gluteosa (Treitschke, 1835)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gyv-4hx-vpy
title: Indalia lutarella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zge-9ca-yzd
title: Spaelotis ravida [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/d9e-vex-79y
title: Argynnis paphia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lmb-70t-33z
title: Argynnis paphia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/71f-7xn-31r
title: Lymantria (Lymantria) monacha (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k2p-f5q-8cm
title: Ipimorpha subtusa ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ds7-dpg-g42
title: Lymantria (Lymantria) monacha (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9ae-mbr-84f
title: Ochropacha duplaris (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k6k-nc6-cak
title: Amphipoea fucosa Freyer, 1830

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5c1-r8p-hk9
title: Agriphila tristellus [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mky-hpl-qjp
title: Episcythrastis Meyrick, 1937

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bb0-6xf-dxv
title: Spaelotis ravida [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rya-913-w9x
title: Apomyelois bistriatella Hulst, 1887

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/plt-heb-q6m
title: Xestia (Xestia) sexstrigata Haworth, 1809

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/tv6-6ax-c2r
title: Spaelotis ravida [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/m7c-9nd-vsn
title: Argynnis paphia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/y8y-ygg-bfv
title: Agrochola (Anchoscelis) Guenée, 1839

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/7gkbrh96d3
title: Study on the Molecular Mechanism of Cadmium Uptake and Transport Mediated by Chuanxiong ZIP Family Genes

description: This dataset comprises the raw data from the study investigating the molecular mechanisms of cadmium uptake and transport mediated by ZIP family genes in Ligusticum chuanxiong
DOI: 10.3535/j4t-e85-7h4
title: Xestia (Pachnobia) speciosa Hübner, 1813

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/dwp-sja-atl
title: Xestia (Pachnobia) laetabilis Zetterstedt, 1839

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gy5-xaq-3gd
title: Arctia aulica (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/7gkbrh96d3.1
title: Study on the Molecular Mechanism of Cadmium Uptake and Transport Mediated by Chuanxiong ZIP Family Genes

description: This dataset comprises the raw data from the study investigating the molecular mechanisms of cadmium uptake and transport mediated by ZIP family genes in Ligusticum chuanxiong
DOI: 10.3535/0k6-egs-dzy
title: Exaeretia ciniflonella Zeller, 1846

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/sge-snx-ryx
title: Xestia (Pachnobia) laetabilis Zetterstedt, 1839

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wev-5fy-q8z
title: Caradrina (Caradrina) morpheus (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/en1-2k6-yf6
title: Agriphila tristellus [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gjd-xzn-6r7
title: Phycitodes albatella Ragonot, 1887

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5r-4f4-143
title: Lycaena Fabricius, 1807

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zjd-9ah-3aw
title: Autographa Hübner, 1821

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/4e8-ef0-2fz
title: Parnassius apollo (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/942-zkj-nn2
title: Myelois cribrella Hübner, 1796

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.