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zenodo40/100

Figs 40–41 in Euro-Mediterranean fauna of Campodeinae (Campodeidae, Diplura)

Figs 40–41. Campodea (Campodea) lubbockii Silvestri, 1912, from Pichoy, France. 40. ♀, 5 mm, first urosternite. 41. ³, 4.5 mm, first urosternite. Abbreviations: a 1, a 2, g 1 = glandular setae. Scale bar: 0.1 mm.

opencc-by-4.0Dec 2020View details →
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Figs 29–34. – 29–32 in Euro-Mediterranean fauna of Campodeinae (Campodeidae, Diplura)

Figs 29–34. – 29–32. Campodea (Dicampa) melici Sendra, 2015. 29. ♀, ventral side of abdomen. 30. ³, ventral side of abdomen. 31. ♀, first urosternite. 32. ♀, apical portion of first urosternite appendage. – 33–34. Podocampa aff. fragiloides from Portugal caves. 33. ³, first urosternite. 34. ³, apical portion of a first urosternite appendage. Abbreviations: a , a , g = glandular setae.

opencc-by-4.0Dec 2020View details →
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Customised pre-built Sector-coupled Euro-Calliope Model - Focus on the power sector and additional SPORES options

<p><strong>Customised pre-built Sector-coupled Euro-Calliope Model - Focus on the power sector and additional SPORES options</strong></p> <p><em>Based on the <a href="https://zenodo.org/record/5774988#.YqwqYDJByUk">pre-built Sector-coupled Euro-Calliope model</a> developed by Bryn Pickering</em></p> <p>This model is pre-packaged and ready to be loaded into Calliope, based on 2015 input data. To run the model as done in the associated publication you will need to do the following:</p> <ol> <li>Install a specific conda environment to be working with the correct version of Calliope ( <code>conda env create -f requirements.yml</code> )</li> <li>Run the model including only those scenarios that relate to the power sector and SPORES</li> </ol> <p>&nbsp;</p> <p><strong>Main and parallel batches of SPORES</strong></p> <p>To facilitate this second point and the reproduction of results, you&#39;ll find some pre-packaged python script with all and only those model scenarios that allow you to run either the &quot;main batch&quot; of SPORES (<code>spores_model_run.py</code>) or any of the &quot;parallel batches&quot; of SPORES (e.g., <code>excl_bio</code> and <code>max_bio</code>, which generate SPORES while minimising and, respectively, maximising bioenergy deployment).</p> <p>&nbsp;</p> <p><strong>Strength of the anchoring to extremes of the decision space</strong></p> <p>To tweak the strength of the anchoring to a specific technology feature, as we do in the paper, you need to modify the <code>euro_calliope/spores.yaml</code> override file. More precisely, you need to change the <code>excl_score</code> parameter in the objective function at the end of the file:</p> <pre><code class="language-bash">max_mode.run.spores_options.objective_cost_class: {'spores_score': 1, 'monetary': 0, 'excl_score': -1} excl_mode.run.spores_options.objective_cost_class: {'spores_score': 1, 'monetary': 0, 'excl_score': 1}</code></pre> <p>A value of 1 (for maximisation) or -1 (for minimisation) is the default by which we generate the primary results in the paper. By changing it to 0.1, you can reproduce as well the secondary results that we use as a sensitivity for a &quot;weaker anchoring&quot; to extreme technology features of the decision space.</p> <p><br> <strong>Weight-assignment method</strong></p> <p>Finally, to change the weight-assignment method, you need to modify the <code>euro_calliope/eurospores/model.yaml</code> file. More precisely, the <code>scoring_method</code> parameter, which can be one of the following: <code>integer</code>, <code>relative_deployment</code>, <code>random</code> or <code>evolving_average</code>.</p> <pre><code class="language-bash">run.spores_options.scoring_method: integer</code></pre> <p>&nbsp;</p> <p><strong>Hard-coded changes to be aware of</strong></p> <p>The files in this model theoretically allow accounting for all energy sectors (power, heat, transport, industry). Yet, we subset the analysis in the associated publication to only the power sector. To this end, we have modified the original electricity demand file (<code>euro_calliope/eurospores/electricity-demand.csv</code>).</p> <p>In fact, the original file did not account for the fraction of electricity associated with heat, transport or industry consumption, which was instead allocated to sector-specific demand files. In such a way, the model was free to decide whether to electrify these sectoral demands or not. In the present study, instead, we wanted to run our analysis based on the current electricity demand, inclusive of the currently electrified sector-specific demand. Therefore, we have replaced the original file with a new one that includes the present-day electricity demand, with no subtractions.</p> <p>If you want to run the analysis for all sectors, unlike we do in the study, you&#39;ll first need to recover the original file. You&#39;ll quickly find it in the same folder, named as <code>__electricity-demand.csv</code>.</p> <p><br> <strong>Summary of results from the paper</strong></p> <p>The folder <code>paper_summary_results</code> features some CSV files that summarise the results we obtained for our study across all the different tested search strategies.</p>

opencc-by-4.0Jun 2022View details →
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Data sets for the Simulated AMPI (SAMPI) load balancing simulation workflow and Ondes3D performance analysis (Companion to CCPE - Euro-Par 2017 special issue)

<p>This package contains data sets and scripts (in&nbsp;an Org-mode file) related to our submission to the special Euro-Par 2017 issue of the&nbsp;&nbsp;journal &quot;Concurrency and Computation: Practice and Experience&quot;, under the title&nbsp;&quot;Performance Modeling of a Geophysics Application to Accelerate Over-decomposition Parameter Tuning through Simulation&quot;.</p>

opencc-by-sa-4.0Nov 2017View details →
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Dataset: Euro Tech Holdings Company Limited (CLWT) Stock Performance

This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.

opencc-zeroJun 2024View details →
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Fig. 17 in Taxonomy and palaeobiogeography of the Cenozoic Euro-Mediterranean rissoid gastropod Galeodinopsis and its relationship with close genera

Fig. 17. Distribution of European species of Galeodinopsis Sacco, 1895, based on material studied and that from the literature. Dark and light grey vertical segments roughly indicate the Late Paleogene Paris Basin and the southern part of the North Sea Basins, respectively; white segments represent the Mainzer Basin–Upper Rhine Graben (from Rögl 1999 and Rasser et al. 2008, modified). The horizontal black and dark grey segments approximate the Iberian Late Neogene and Aquitaine Late Oligocene–Early Miocene Atlantic domains, respectively; orange dots indicate the southernmost part of the Thule land-bridge joining England with continental Europe (from Vincent 1990, adapted and modified); green line indicates a hypothetical reconstruction of the Late Paleogene shoreline in the North Sea and Paris Basins, allowing communication (smaller red arrow) between the two areas from the Early Oligocene. The red line indicates part of the Central European shoreline (according to Rögl 1999) during very Early Neogene time, showing northwards shifting of the southern coasts of the North Sea Basin. The larger red arrow indicates the hypothesized connection to the Aquitaine Basin. 1, Upper Eocene/very early Oligocene, Latdorf Koenen 1867; Tembrock, 1964) and Magderburg (Müller 2011); 2, Oligocene, Rupelian, Söllingen (Speyer 1864; Koenen 1867); 3, Oligocene, Chattian, Sternberg (Wiechmann 1871; Anderson 1960); 4, Oligocene, Rupelian, Amsdorf (Gründel 1997); 5, Oligocene, Chattian, Freden (Anderson 1960); 6, Oligocene, Chattian, Ahnetal (Anderson 1960); 7, Oligocene, Chattian, Glimmerode; 8, Middle Oligocene, Magonza basin at Waldböckelheim (Sandberger 1863; Anderson 1960); 9, Oligocene, Chattian, Doberg (Wiechmann 1871); 10, Oligocene, Chattian, Krefeld (Wiechmann 1871), Rumeln (Anderson 1960), and Moers (Janssen 1978a); 11, Oligocene, early Rupelian, Klein-Spauwen (Nyst 1845); 12, Oligocene, Rupelian, Paris Basin (Deshayes 1864); 13, Middle Pliocene, Mondego (Landau et al. 2004); 14, Pliocene, Estepona (Landau et al. 2004); 15, Pliocene, Sidi Moussa (Cossmann 1921); 16, Pliocene, Altavilla and Trappeto (Garilli 2008); 17, Lower Pliocene, Magliano Sabina (Garilli 2008); 18, Lower Pliocene, Siena (Chirli 2006); 19, Mio-Pliocene, Modena, Parma, and Piacenza (Coppi 1876; Garilli 2008); 20, Lower to Upper Pliocene, Savona and Asti (Garilli, 2008).

opencc-by-4.0Sep 2012View details →
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Fig. 10 in Taxonomy and palaeobiogeography of the Cenozoic Euro-Mediterranean rissoid gastropod Galeodinopsis and its relationship with close genera

Fig. 10. Rissoid gastropod Galeodinopsis biangulata (Deshayes, 1864) from the Oligocene of the Paris Basin. A. Possible syntype specimen UCBL EM 31000, Deshayes collection, in profile view, resembling Deshayes' illustration (1866: pl. 24: 30). B. Original label of the same specimen. C. Specimen UCBL, EM 30996, Paris Basin collection from Jeures, in apertural view. D. Specimen UCBL, EM 30997, Deshayes collection, in profile view (D1); protoconch in profile view (D2), white arrows indicate the protoconch/teleoconch boundary; detail of protoconch showing trace of the netted sculpture on protoconch 1 (D3), white arrow indicates the protoconch 1/protoconch 2 boundary. E. Specimen UCBL, EM 30998, Deshayes collection, in apertural view, matching Deshayes' illustration (1866: pl. 24: 29) and resembling Manzonia areolifera sensu Cossmann (1921). F. Specimen UCBL, EM 30999, Deshayes collection, in apertural view. Scale bars: A, C, D1, E, F, 1 mm; D2, 100 μm; D3, 30 μm.

opencc-by-4.0Sep 2012View details →
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Fig. 16 in Taxonomy and palaeobiogeography of the Cenozoic Euro-Mediterranean rissoid gastropod Galeodinopsis and its relationship with close genera

Fig. 16. Schematic trend of morphological variation/diversification and supposed lineages within Tertiary species of Galeodinopsis Sacco, 1895 and some Tertiary–Quaternary representatives of Manzonia Brusina, 1870, and synthetic view of the main features of species/group of species. Gray circles indicate stable taxonomic characters; black circles indicate novel characters. The image of Manzonia foraminata is modified from Lozouet (1998).

opencc-by-4.0Sep 2012View details →
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Fig. 14 in Taxonomy and palaeobiogeography of the Cenozoic Euro-Mediterranean rissoid gastropod Galeodinopsis and its relationship with close genera

Fig. 14. Rissoid gastropods Galeodinopsis tiberiana (Coppi, 1876) (A–C, F, G) and G. cf. tiberiana (D, E), from the Neogene of the Mediterranean area. Altavilla Milicia, Palermo, NW Sicily, Late Zanclean–early Late Piacenzian, Pliocene (A, D, E); Stirone River, San Nicomede, Parma, N Italy, Pliocene (B); Rio Grizzaga sands, Gagliardella, Fogliano, Maranello, Modena, N Italy, Piacenzian, Pliocene (C, F, G). A. Specimen ex AR, MZPD Mal 2032, in apertural view, showing the typical G. tiberiana-morph. B. Specimen ex MF, MZPD Mal 2034 in profile view, showing the sinuous outer lip curved backwards in the lower part. C. Specimen ex MF, MZPD Mal 2035d, in apertural view, showing more axial and spiral elements. D. Specimen ex AR, MZPD Mal 2033a, in apertural (D 1), profile (D 2), and dorsal (D 3) views, somewhat transitional between specimen as in C and galeodiniform specimens as in E and in Fig. 15; protoconch in profile view (D 4). E. Galeodiniform specimen ex AR, MZPD Mal 2033b, in apertural (E 1) and profile (E 2) views, tentatively assigned to G. tiberiana. F. Specimen ex MF, MZPD Mal 2035e, showing detail of teleoconch sculpture with marked axial ribs. G. Specimen ex MF, MZPD Mal 2035f, showing protoconch in profile view. Black and white arrows indicate the protoconch 1/protoconch 2 and protoconch/teleoconch boundaries, respectively. Scale bars: A–C, D –D , E, 1 mm; D , F, G, 100 μm.

opencc-by-4.0Sep 2012View details →
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Fig. 12. A–I in Taxonomy and palaeobiogeography of the Cenozoic Euro-Mediterranean rissoid gastropod Galeodinopsis and its relationship with close genera

Fig. 12. A–I. Rissoid gastropod Galeodinopsis semperi (Wiechmann, 1871), the type specimen IRSNB 3956 (Nyst coll.) of synonymous Rissoa duboisii Nyst, 1845, Tg2b layer of Klein-Spauwen, Belgium, Late Tongrian. Specimen in apertural (A), profile (B), and dorsal (C) views; early teleoconch whorls (D); protoconch in profile view (E), black arrows indicate the protoconch/teleoconch boundary; subapertural view (F); detail of protoconch 1 showing trace of the netted sculpture (G); detail of teleoconch sculpture (H); microsculpture on spiral cord (I). J. Original label in Nyst's handwriting with the citation of "type" and references to the original description and illustration in Nyst, 1845. Scale bars: A–C, 1 mm; D 200 μm; E, F, H, 100 μm; G, 50 μm; I, 30 μm.

opencc-by-4.0Sep 2012View details →
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Fig. 7 in Taxonomy and palaeobiogeography of the Cenozoic Euro-Mediterranean rissoid gastropod Galeodinopsis and its relationship with close genera

Fig. 7. Rissoid gastropods Alvania areolifera (Sandberger, 1863) (A, B) and Alvania punctura (Montagu, 1803), type species of Arsenia Monterosato, 1891 (C–E). A. Specimen MNHU MB.Ga.7749.1, Waldböckelheim, Rheinland-Pfalz, W Germany, Rupelian, Oligocene, in apertural view. B. Specimen MNHU MB.Ga.7749.2, same site as in A, in dorsal view. C. Slender specimen ex VG, MZB 49971, Recent, station CS'96/54, 135 m deep, Graham Bank, Strait of Sicily, in dorsal view (C 1), protoconch (C 2), sculpture of protoconch 1 (C 3), detail of teleoconch microsculpture (C 4). D. Specimen ex VG, MZPD Mal 2044a, Sicilian, Early Pleistocene, Acqua dei Corsari, Ficarazzi, Palermo, NW Sicily, in apertural view. E. Specimen ex VG, MZPD Mal 2044b, with inflated last whorl, same site as in D, in dorsal view. Scale bars: A, B, C , D, 1 mm; E, 500 μm; C , 100 μm; C , C , 25 μm.

opencc-by-4.0Sep 2012View details →
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Fig. 5 in Taxonomy and palaeobiogeography of the Cenozoic Euro-Mediterranean rissoid gastropod Galeodinopsis and its relationship with close genera

Fig. 5. Teleoconch microsculpture in the type species of rissoid gastropods Alvinia Monterosato, 1884 and Flemellia Nordsieck, 1972. A. Alvinia zetlandica Montagu, 1815), type species of Flemellia, ex MF, MZPD Mal 2046a (same specimen as in Fig. 4C), Calabrian, Early Pleistocene of Lazzaro, Vallone Catrica, Reggio Calabria, S Italy, showing closely spaced spiral threads on shell surface at different magnifications. B. Alvinia weinkauffi (Weinkauff, 1868 ex Schwartz von Mohrenstern ms), type species of Alvinia, ex VG, MZPD Mal 2048 (same specimen as in Fig. 4B), Recent, infralittoral bottom (37 m deep) off Formica Island, W Sicily, showing narrow spiral threads on shell surface at different magnifications. Scale bars: A , B , 50 μm; A , B , 10 μm.

opencc-by-4.0Sep 2012View details →
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Fig. 4 in Taxonomy and palaeobiogeography of the Cenozoic Euro-Mediterranean rissoid gastropod Galeodinopsis and its relationship with close genera

Fig. 4. Rissoid gastropod Alvinia weinkauffi (Weinkauff, 1868 ex Schwartz von Mohrenstern ms), type species of Alvinia Monterosato, 1884, matching Weinkauff's illustration (1885: pl. 21: 14, 15), and Alvinia zetlandica (Montagu, 1815), type species of Flemellia Nordsieck, 1972. A, B. Alvinia weinkauffi. A. Specimen ex VG, MZPD Mal 2047, Recent, infralittoral bottom off Capo Gallo, Palermo NW Sicily, in apertural (A 1) and profile (A 2) views. B. Specimen ex VG, MZPD Mal 2048, Recent, infralittoral bottom (37 m deep) off Formica Island, W Sicily, in dorsal view (B 1), protoconch in dorsal view (B 2), and close-up of sculpture (B 3). C, D. Alvinia zetlandica, Calabrian, Early Pleistocene, Lazzaro, Vallone Catrica, Reggio Calabria, S Italy. C.Specimen ex MF, MZPD Mal 2046a, in apertural (C 1) and profile (C 2) views, protoconch in dorsal view (C 4) and close-up showing the netted sculpture of protoconch 1 (C 3). D. Specimen ex MF, MZPD Mal 2046b, in dorsal view. White arrows indicate protoconch/teleoconch demarcation. Scale bars: A, B 1, C 1, C 2, D, 1 mm; B , 150 μm; B , 75 μm; C , C , 30 μm.

opencc-by-4.0Sep 2012View details →
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Fig. 2 in Taxonomy and palaeobiogeography of the Cenozoic Euro-Mediterranean rissoid gastropod Galeodinopsis and its relationship with close genera

Fig. 2. Rissoid gastropod Galeodinopsis tiberiana (Coppi, 1876), type species of Galeodinopsis Sacco, 1895 from Rio Grizzaga sands, Gagliardella, Fogliano, Maranello, Modena, N Italy, type locality, Piacenzian, Pliocene. A. Specimen ex MF, MZPD Mal 2035a, in apertural view. B. Specimen ex MF, MZPD Mal 2035b, in dorsal view. C. Specimen ex MF, MZPD Mal 2035c showing typical Manzonia-like teleoconch microsculpture (C 1) and detail of protoconch 1 with netted sculpture (C 2). Black arrows indicate the protoconch 1/protoconch 2 boundary. Scale bars: A, B, 1 mm; C, 20 μm.

opencc-by-4.0Sep 2012View details →
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Fig. 1 in Taxonomy and palaeobiogeography of the Cenozoic Euro-Mediterranean rissoid gastropod Galeodinopsis and its relationship with close genera

Fig. 1. Location of the study sites in the Euro-Mediterranean area. Open circles, studied from bibliographic sources; shaded circles, studied from museum/private collections.

opencc-by-4.0Sep 2012View details →
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Text-fig. 2. Phylogeography based on mitochondrial phylogeny showing several evolutionary lineages of Arvicola and the separation of the Italian lineage of Arvicola, currently A. italicus (lineage A1), from European and Euro-Asiatic groups. From Wust-Saucy (1998: fig. 27), modified. in Independent Water Vole (Mimomys Savini, Arvicola: Rodentia, Mammalia) Lineages In Italy And Central Europe

Text-fig. 2. Phylogeography based on mitochondrial phylogeny showing several evolutionary lineages of Arvicola and the separation of the Italian lineage of Arvicola, currently A. italicus (lineage A1), from European and Euro-Asiatic groups. From Wust-Saucy (1998: fig. 27), modified.

opencc-by-4.0Nov 2020View details →
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Text-fig. 1. Palaeogeographical scheme (distribution of land and sea basins) in part of Eurasia at the beginning of the Late Cretaceous (modified from Spicer et al. 2008). The green leaf symbol indicates the site of the Arman Flora. Asterisks indicate the Okhotsk-Chukotka volcanogenic belt. Dashdotted line indicates the boundary between the Siberian- Canadian and Euro-Sinian palaeofloristic regions (modified from Vakhrameev 1991). in On The Likely Palaeoelevation Of The Turonian - Coniacian Arman Flora Site (North-Eastern Asia)

Text-fig. 1. Palaeogeographical scheme (distribution of land and sea basins) in part of Eurasia at the beginning of the Late Cretaceous (modified from Spicer et al. 2008). The green leaf symbol indicates the site of the Arman Flora. Asterisks indicate the Okhotsk-Chukotka volcanogenic belt. Dashdotted line indicates the boundary between the Siberian- Canadian and Euro-Sinian palaeofloristic regions (modified from Vakhrameev 1991).

opencc-by-4.0Aug 2018View details →
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The legitimation of the euro - Focus groups

<p>These focus groups were conducted&nbsp;in the context of the PLATO project, a Marie Skłodowska-Curie funded project investigating the post-crisis legitimacy of the EU. In the wake of the migration crisis, euro crisis and&nbsp;Brexit it builds and tests&nbsp;theory of what would amount to a legitimacy crisis in the case of a multi-state, non-state political system such as the EU. (Project website: https://www.plato.uio.no)&nbsp;</p> <p>This PhD project studies how citizens perceive and justify the euro, as well as the politics it is connected with (its consequences in terms of questions like solidarity and national&nbsp;autonomy).</p> <p>This dataset concerns a series of focus groups conducted with citizens in 3 countries: the Netherlands, France and Italy. In each country, focus groups were conducted with 3 social groups: hairdressers, financial professionals and unemployed citizens. In these focus groups citizens were asked about their views about the euro, and to discuss a series of questions on the euro&#39;s politics, some preceded by a brief video clip.&nbsp;</p> <p>Participants have been anonymized; the names in the datasets are pseudonyms and any personally identifiable information was taken out.&nbsp;</p>

opencc-by-4.0Apr 2023View details →
zenodo36/100

Ensemble calculations of "torro17" from EURO-CORDEX data for Europe

<p><strong>Climate Index: </strong>torro17</p> <p><strong>Definition:</strong> Number of days per year with daily maximum wind speed equal or greater than 17 m/s, average over a 30-year time-period.</p> <p><strong>Additional information:</strong> The dataset is based on an ensemble of EURO-CORDEX model simulations of daily maximum near-surface wind speed (sfcWindmax).</p> <p>Results (ensemble mean and ensemble standard deviation) are available for historical (1971-2000) and future (2011-2040, 2041-2070, 2071-2100) time periods and for the representative concentration pathways RCP2.6, RCP4.5 and RCP8.5.</p> <p>The EURO-CORDEX climate model simulations used are:</p> <ul> <li>SMHI-RCA4/ ICHEC-EC-EARTH, SMHI-RCA4/ MOHC-HadGEM2-ES</li> <li>CLMcom-CCLM4-8-17/ ICHEC-EC-EARTH, CLMcom-CCLM4-8-17/ MOHC-HadGEM2-ES</li> <li>DMI-HIRHAM5/ ICHEC-EC-EARTH</li> <li>KNMI-RACMO22E/ ICHEC-EC-EARTH, KNMI-RACMO22E/ MOHC-HadGEM2-ES</li> </ul>

opencc-by-4.0Mar 2020View details →
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Augmented emission maps: 1598 cc 85 kW Euro 6 diesel engine: update 1

<p>In order to enable the sharing of data the emission data for vehicles is standardized. The data exchange format contains all data that is applicable for a specific engine taxonomy code.</p> <p>This specific data set refers to the 1598 cc 85 kW Euro 6 diesel engine that has been applied in several Volkswagen group models (Volkswagen Golf, Golf Sportsvan, Touran and T-roc, Audi A1, A1 Sportback, A3, A3 Limousine, A3 Sportback and Q2, Seat Ibiza, Arona, Leon, Ateca and Toledo, Skoda Rapid, Octavia, Karoq).&nbsp;Note that the Hyundai/Kia engine with the same specifications (but a different alliance code) is not covered.</p> <p>The standardized emission map has a &ldquo;.map.txt&rdquo; extension and is also human readable. The files &nbsp;starts with metadata which contains information about:</p> <ul> <li>the engine taxonomy code,</li> <li>total driven kilometers over which the data was gathered,</li> <li>total time in hours over which the data was gathered,</li> <li>the number of vehicles which were tested to create the emission map,</li> <li>the DOI (Digital Object Identifier) reference,</li> <li>Which emission maps are available in the file.</li> </ul> <p>The DOI&nbsp;10.5281/zenodo&nbsp;refers to a meta-data document that provides the full description of the standardized emission map.</p>

opencc-by-4.0Aug 2020View details →

ScienceDex guides

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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

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Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record