cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7576112
title: S102 | PARCPFAS | List of PFAS from PARC WP4

description: A list of PFAS prioritized by Work Package 4 (WP4, Task 4.2) in the European Partnership for the Assessment of Risks from Chemicals (PARC; https://www.eu-parc.eu/), provided by Stefano Polesello and Sara Valsecchi, Water Research Institute - National Research Council of Italy (IRSA-CNR; http://www.irsa.cnr.it/), Italy. Dataset DOI: 10.5281/zenodo.7576112.

Update 3 Dec 2023: updated ClPFCEA structures (rows 45b,c,d&f) upon discussion with Sara.
DOI: 10.3535/7pw-qh0-smn
title: Xestia (Pachnobia) speciosa Hübner, 1813

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/c75-mbp-tjl
title: Apamea (Apamea) sordens (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ra5-a4t-jra
title: Anarta (Calocestra) melanopa Thunberg, 1791

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/yyc-3xq-gkc
title: Agrochola (Leptologia) Prout, 1901

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qf3-gmh-qek
title: Parascotia fuliginaria (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/w9p-66j-y9t
title: Anarta (Calocestra) melanopa Thunberg, 1791

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/m63-rtc-g99
title: Ipimorpha retusa (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/sc9-cr5-hsm
title: Eudonia truncicolella (Stainton, 1849)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nyx-s8y-f3j
title: Phycitodes saxicola Vaughan, 1870

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xtn-vyh-y6m
title: Dypterygia scabriuscula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/8vh-b02-sw2
title: Plusia festucae (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cgw-3bk-45s
title: Mythimna (Mythimna) conigera [Denis & Schiffermüller], 1775

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

description: A dataset containing 900101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "GadmGid is FRA.12.2_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is 1928bdf0-f5d2-11dc-8c12-b8a03c50a862",
 "Year 2010-2025"
 ]
}

 The dataset includes 900101 records from 348 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029013-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/a90-2f0-j0k
title: Parnassius apollo (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/p5y-m6f-12k
title: Allophyes (Allophyes) oxycanthae Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/01h-44w-tcg
title: Cucullia umbratica (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/911-59s-x43
title: Boloria Moore, 1900

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2fn-1xm-gs5
title: Mniotype bathensis Lutzau, 1901

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qqf-g6h-j3f
title: Pyrausta sanguinalis Linnaeus, 1767

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17653221
title: World Machine - Toy1D Dataset

description: Toy1D is a synthetic dataset of one-dimensional time series. The series represents a damped physical system with external influences. We designed it for the study of computational world models, a computational system that makes predictions about the current and future state of a "world" based on the sensory data it receives, but inferring the internal structure of that world. It is designed to be simple, while requiring the ability to infer information about the signal to predict its future. 

World Machine is a research project that investigates the concept and creation of computational world models. These AI systems create internal representations to understand and make predictions about the external world. See the project page for more information. The project is part of the H.IAAC, the Hub for Artificial Intelligence and Cognitive Architecture, located at the Universidade Estadual de Campinas (UNICAMP), Brazil.

 

The files in this registry are organized by file extension. Each extension contains:



pkl: dataset data

svg: figure with dataset generation pipeline
DOI: 10.3535/cb7-lkk-emq
title: Diaphora mendica (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jkd-ybp-ywf
title: Animalia

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17653220
title: World Machine - Toy1D Dataset

description: Toy1D is a synthetic dataset of one-dimensional time series. The series represents a damped physical system with external influences. We designed it for the study of computational world models, a computational system that makes predictions about the current and future state of a "world" based on the sensory data it receives, but inferring the internal structure of that world. It is designed to be simple, while requiring the ability to infer information about the signal to predict its future. 

World Machine is a research project that investigates the concept and creation of computational world models. These AI systems create internal representations to understand and make predictions about the external world. See the project page for more information. The project is part of the H.IAAC, the Hub for Artificial Intelligence and Cognitive Architecture, located at the Universidade Estadual de Campinas (UNICAMP), Brazil.

 

The files in this registry are organized by file extension. Each extension contains:



pkl: dataset data

svg: figure with dataset generation pipeline
DOI: 10.3535/69a-dhy-zc3
title: Apamea (Apamea) sordens (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/dhc-5nw-fan
title: Ipimorpha retusa (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vmq-bad-mvq
title: Dypterygia scabriuscula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xt0-lfm-6vl
title: Xestia (Megasema) triangulum Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1nn-2dd-bz5
title: Cerastis rubricosa [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/3ap-xnz-fj9
title: Scopariinae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/216-bdt-nz4
title: Hypena crassalis (Fabricius, 1787)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/v5n-hk7-e2v
title: Cerastis rubricosa [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/28r-xe0-2j1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/t8k-y9w-5rp
title: Parascotia fuliginaria (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/c5k-9zj-vt6
title: Phycitodes saxicola Vaughan, 1870

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbj-0x4-60r
title: Parascotia fuliginaria (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/8p4-4f6-e05
title: Apamea (Apamea) crenata (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jka-jtf-prw
title: Lacanobia (Dianobia) thalassina Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fdb-7y4-ygs
title: Polypogon tentacularia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/sm7-dp7-r79
title: Naenia typica Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/sy6-zzc-524
title: Naenia typica Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2tg-lzm-1v1
title: Amphipyra (Amphipyra) berbera Rungs, 1949

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9h5-81v-6aa
title: Polypogon tentacularia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/8w9-bja-wr5
title: Naenia typica Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qnb-3fe-fpp
title: Agrochola (Leptologia) Prout, 1901

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/q7n-9px-pqf
title: Noctuidae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/s83-35g-pwt
title: Agrochola (Leptologia) Prout, 1901

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.yh7ufz
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hipposideros hypophyllus",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029036-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/0at-c5s-pdn
title: Lycaena Fabricius, 1807

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5ed-vlf-hgn
title: Euplexia lucipara (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hrn-tqb-ey3
title: Hypena crassalis (Fabricius, 1787)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vem-zcn-2e4
title: Nyea lurideola (Zincken, 1817)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/36h9hs69bm
title: Dataset of Numerical assessment on the combined effects of non-thermal plasma and water addition in hydrogen combustion

description: • This dataset offers a comprehensive numerical insight into the synergistic effects of nanosecond repetitively pulsed discharge (NRPD) plasma and water vapor addition on hydrogen combustion and NOₓ formation.
• The data can help researchers and engineers design and optimize plasma-assisted hydrogen engines and low-emission combustion systems by understanding ignition delay, radical formation, and emission behavior under different plasma–water conditions.
• It supports the development and validation of chemical kinetic models and machine-learning-based combustion optimization frameworks using well-defined simulation parameters and responses.
• The dataset offers a valuable benchmark for comparing experimental or computational studies on plasma-assisted combustion, non-equilibrium plasma chemistry, and water–fuel interactions.
• The structured Design of Experiments (DoE) and Response Surface Methodology (RSM) data can be reused to explore sensitivity analyses, optimize operating ranges, or develop surrogate models for practical hydrogen combustion systems.
DOI: 10.3535/81n-vs8-smq
title: Agonopterix ocellana Fabricius, 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jv9-ss0-86s
title: Amphipyra (Amphipyra) berbera Rungs, 1949

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/l1x-d04-ezx
title: Anarta (Calocestra) melanopa Thunberg, 1791

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qxf-39f-2n4
title: Anarta (Calocestra) melanopa Thunberg, 1791

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.3xxs3d
title: Occurrence Download

description: A dataset containing 7535 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Channa argus"
 ]
}

 The dataset includes 7535 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029037-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/36h9hs69bm.1
title: Dataset of Numerical assessment on the combined effects of non-thermal plasma and water addition in hydrogen combustion

description: • This dataset offers a comprehensive numerical insight into the synergistic effects of nanosecond repetitively pulsed discharge (NRPD) plasma and water vapor addition on hydrogen combustion and NOₓ formation.
• The data can help researchers and engineers design and optimize plasma-assisted hydrogen engines and low-emission combustion systems by understanding ignition delay, radical formation, and emission behavior under different plasma–water conditions.
• It supports the development and validation of chemical kinetic models and machine-learning-based combustion optimization frameworks using well-defined simulation parameters and responses.
• The dataset offers a valuable benchmark for comparing experimental or computational studies on plasma-assisted combustion, non-equilibrium plasma chemistry, and water–fuel interactions.
• The structured Design of Experiments (DoE) and Response Surface Methodology (RSM) data can be reused to explore sensitivity analyses, optimize operating ranges, or develop surrogate models for practical hydrogen combustion systems.
DOI: 10.3535/5q7-gpk-xge
title: Agrochola (Leptologia) Prout, 1901

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bhn-gd6-wqp
title: Eudonia truncicolella (Stainton, 1849)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/7da-k10-z9f
title: Dypterygia scabriuscula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cmv-2b1-pjc
title: Acronicta (Triaena) psi (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.20383/103.01525
title: Simulated ocean biogeochemistry and alkalinity addition experiments in Halifax harbor using a high-resolution nested Regional Ocean Modelling System (ROMS) (2016–2023)

description: This dataset contains model outputs from an implementation of the Regional Ocean Modelling System (ROMS) in a nested grid configuration with increasing spatial resolution from the Scotian Shelf to Halifax Harbour (coastal fjord, eastern Canada), a current test site for operational alkalinity addition. The biogeochemical model simulates oxygen dynamics, carbonate system processes (including air-sea gas exchange), and feedstock properties (dissolution, sinking). The first part of the dataset includes simulated time series at Station 2 (Scotian Shelf, 44.267°N/63.317°W) and at the compass buoy in the Bedford Basin (Halifax Harbour, 44.694°N/63.640°W) from multi-year hindcasts (2016-2023) with the coarsest (H1) and intermediate (H2) nested domains, respectively. Spatially resolved sea surface temperature in H1 is also included. The second part of the dataset provides model output for alkalinity addition experiments with 2 types of feedstock released at 3 locations inside and outside the Halifax Harbour. The dataset supports the analysis presented in Laurent et al. (2025) (https://doi.org/10.5194/egusphere-2025-3361). The circulation model is configured for the Halifax Harbour and surrounding areas using three nested domains with horizontal resolutions of 760 m (H1), 150 m (H2), and 50 m (H3), and 40 vertical layers. It is forced with ERA5 atmospheric data, boundary conditions from the GLORYS larger-scale ocean model and tides. The embedded biogeochemical model simulates the carbonate system, oxygen dynamics, and particulate/dissolved alkalinity feedstocks. Simulations include both multi-year hindcasts and a series of targeted alkalinity addition experiments with different feedstock types (dissolved and particulate) and release locations (Mill Cove, Tufts Cove, Herring Cove). Data are provided in NetCDF format and organized by grid resolution, location, and experiment type, showcasing: time series outputs at monitoring stations (Station 2 and Bedford Basin compass buoy); spatially resolved sea surface temperature fields; gridded air-sea gas fluxes (CO₂ and O₂) under control and experimental scenarios; and vertical profiles of biogeochemical tracers (e.g., oxygen, TIC, alkalinity). This resource supports regional marine carbon cycle modeling, coastal climate intervention and ocean alkalinity enhancement research.
DOI: 10.3535/2qb-5j1-j3q
title: Polypogon tentacularia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kxc-0a6-ksy
title: Dypterygia scabriuscula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fgp-lf1-z4s
title: Anarta (Calocestra) melanopa Thunberg, 1791

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/m7v-9b9-nfh
title: Katha depressa (Esper, 1786)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6f3-mca-d5q
title: Plusia festucae (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/a8f-6d2-cth
title: Parascotia fuliginaria (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wc3-x69-0va
title: Oeneis jutta Hübner, 1806

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bxj-1e3-d6h
title: Oeneis jutta Hübner, 1806

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/g5f-qqs-828
title: Thalpophila matura (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jv2-d87-pyc
title: Animalia

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1mt-p6s-tfz
title: Crypsedra gemmea Treitschke, 1825

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/thq-rk8-7nt
title: Mythimna (Mythimna) conigera [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0cq-qff-ffk
title: Apamea (Apamea) crenata (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hly-8qa-5zv
title: Apamea (Apamea) crenata (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/409-5c7-nqd
title: Dioryctria sylvestrella (Ratzeburg, 1840)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bw9-s15-svy
title: Xanthia (Cirrhia) Hübner, 1816

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6s3-zpd-mvh
title: Amphipyra (Amphipyra) tragopoginis (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1hy-2ph-g7l
title: Plusia festucae (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9la-w9b-mm2
title: Orthosia (Monima) cruda [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/amh-tm9-has
title: Agriphila inquinatella [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qqg-l7d-fcq
title: Charanyca (Rusina) Stephens, 1829

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/62a-hs2-xrk
title: Plusia festucae (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/66c-z27-g5t
title: Agriphila inquinatella [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bb1-bvz-tw3
title: Cerastis rubricosa [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/dv1-y82-906
title: Mythimna (Mythimna) conigera [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2fr-nfq-pt5
title: Crypsedra gemmea Treitschke, 1825

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/snz-mxn-1pa
title: Apamea (Apamea) crenata (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0p3-xmc-h8f
title: Diasemia reticularis Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ehk-v3e-pt8
title: Pediasia aridella Thunberg, 1788

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