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zenodo28/100

Evaluating the microscopic effect of brushing stone tools as a cleaning procedure [R analysis]

<p>This upload includes the following files related to the R analysis:</p> <p>- Raw data as a CSV table (brushing_v2.csv), i.e. results from the ConfoMap analysis (see <a href="https://doi.org/10.5281/zenodo.3632490">https://doi.org/10.5281/zenodo.3632490</a>)</p> <p>- RStudio project (Brushing_project.Rproj)</p> <p>- R scripts as R Markdown files (*.Rmd)</p> <p>- Output from R scripts knitted to HTML files (*.html)</p> <p>- A text file containing the version of RStudio used (RStudioVersion.txt)</p> <p>&nbsp;</p> <p>Instructions to download all files at once are given here: <a href="https://doi.org/10.5281/zenodo.4011952">https://doi.org/10.5281/zenodo.4011952</a></p>

opencc-by-4.0Jan 2020View details →
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Figure 1 from: Hardy H, Knapp S, Allan EL, Berger F, Dixey K, Döme B, Gagnier P-Y, Frank J, Haston EM, Holstein J, Kiel S, Marschler M, Mergen P, Phillips S, Rabinovich R, Sanchez Chillón B, Sorensen MV, Thines M, Trekels M, Vogt R, Wilson S, Wiltschke-Schrotta K (2020) SYNTHESYS+ Virtual Access - Report on the Ideas Call (October to November 2019). Research Ideas and Outcomes 6: e50354. https://doi.org/10.3897/rio.6.e50354

Figure 1 Indicative proposal flow for SYNTHESYS+ Virtual Access proposals. Blue boxes indicated proposer(s) actions/responsibilities; violet boxes VA coordinator actions/responsibilities; green boxes indicate where communication and discussion between proposers and VA coordinators will be paramount; white (no fill) boxes indicate post-proposal actions. Double-ended arrows indicate where back-and-forth will occur between proposer(s) and VA coordinator(s).

opencc-by-4.0Jan 2020View details →
zenodo28/100

R scripts

<p>The R scripts for irrigation effects analysis.</p>

opencc-by-4.0Feb 2020View details →
zenodo28/100

Figure 3 from: Borsch T, Stevens A-D, Häffner E, Güntsch A, Berendsohn WG, Appelhans MS, Barilaro C, Beszteri B, Blattner FR, Bossdorf O, Dalitz H, Dressler S, Duque-Thüs R, Esser H-J, Franzke A, Goetze D, Grein M, Grünert U, Hellwig F, Hentschel J, Hörandl E, Janßen T, Jürgens N, Kadereit G, Karisch T, Koch MA, Müller F, Müller J, Ober D, Porembski S, Poschlod P, Printzen C, Röser M, Sack P, Schlüter P, Schmidt M, Schnittler M, Scholler M, Schultz M, Seeber E, Simmel J, Stiller M, Thiv M, Thüs H, Tkach N, Triebel D, Warnke U, Weibulat T, Wesche K, Yurkov A, Zizka G (2020) A complete digitization of German herbaria is possible, sensible and should be started now. Research Ideas and Outcomes 6: e50675. https://doi.org/10.3897/rio.6.e50675

Figure 3 Mass throughput digitization station designed for museum objects at the Botanic Garden and Botanical Museum Berlin.

opencc-by-4.0Feb 2020View details →
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Figure 2 from: Borsch T, Stevens A-D, Häffner E, Güntsch A, Berendsohn WG, Appelhans MS, Barilaro C, Beszteri B, Blattner FR, Bossdorf O, Dalitz H, Dressler S, Duque-Thüs R, Esser H-J, Franzke A, Goetze D, Grein M, Grünert U, Hellwig F, Hentschel J, Hörandl E, Janßen T, Jürgens N, Kadereit G, Karisch T, Koch MA, Müller F, Müller J, Ober D, Porembski S, Poschlod P, Printzen C, Röser M, Sack P, Schlüter P, Schmidt M, Schnittler M, Scholler M, Schultz M, Seeber E, Simmel J, Stiller M, Thiv M, Thüs H, Tkach N, Triebel D, Warnke U, Weibulat T, Wesche K, Yurkov A, Zizka G (2020) A complete digitization of German herbaria is possible, sensible and should be started now. Research Ideas and Outcomes 6: e50675. https://doi.org/10.3897/rio.6.e50675

Figure 2 Number of digitized and non-digitized specimens held by 62 herbaria in Germany that were surveyed in 2019 (herbarium abbreviations according to Index Herbariorum).

opencc-by-4.0Feb 2020View details →
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Figure 1 from: Borsch T, Stevens A-D, Häffner E, Güntsch A, Berendsohn WG, Appelhans MS, Barilaro C, Beszteri B, Blattner FR, Bossdorf O, Dalitz H, Dressler S, Duque-Thüs R, Esser H-J, Franzke A, Goetze D, Grein M, Grünert U, Hellwig F, Hentschel J, Hörandl E, Janßen T, Jürgens N, Kadereit G, Karisch T, Koch MA, Müller F, Müller J, Ober D, Porembski S, Poschlod P, Printzen C, Röser M, Sack P, Schlüter P, Schmidt M, Schnittler M, Scholler M, Schultz M, Seeber E, Simmel J, Stiller M, Thiv M, Thüs H, Tkach N, Triebel D, Warnke U, Weibulat T, Wesche K, Yurkov A, Zizka G (2020) A complete digitization of German herbaria is possible, sensible and should be started now. Research Ideas and Outcomes 6: e50675. https://doi.org/10.3897/rio.6.e50675

Figure 1 Proportion of digitized specimens in the surveyed herbaria in Germany (left) and proportion of image and text data digitization vs. "text data only" (data) among the digitized specimens (right).

opencc-by-4.0Feb 2020View details →
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Figures 12-23 from: Yu XF, Shi R, Yang MF (2020) A new leafhopper genus of Empoascini (Hemiptera, Cicadellidae, Typhlocybinae) from China. ZooKeys 908: 39-44. https://doi.org/10.3897/zookeys.908.48316

Figures 12-23 Fanjinga digitata, sp. nov. 12 forewing 13 hindwing 14 abdominal apodemes 15 male genitalia, lateral view 16 pygofer, ventral view 17 pygofer, dorsal view 18 ventral pygofer appendage 19 aedeagus, lateral view 20 aedeagus, ventral view 21 paramere, lateral view 22 subgenital plate, lateral view 23 connective, dorsal view. Scale bars: 0.1mm.

opencc-by-4.0Feb 2020View details →
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Figures 1-11 from: Yu XF, Shi R, Yang MF (2020) A new leafhopper genus of Empoascini (Hemiptera, Cicadellidae, Typhlocybinae) from China. ZooKeys 908: 39-44. https://doi.org/10.3897/zookeys.908.48316

Figures 1-11 Fanjinga digitata, sp. nov. 1 male adult, dorsal view 2 male adult, lateral view 3 male adult, ventral view 4 head and thorax, ventrolateral view 5 head and thorax, ventral view 6 male genitalia, lateral view 7 male genitalia, dorsal view 8 male genitalia, ventral view 9 anal tube, connective and pygofer, ventral view 10 paramere, terminal part 11 aedeagus, terminal part. Scale bars: 0.5mm.

opencc-by-4.0Feb 2020View details →
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Figure 2 from: Chanthran SSD, Lim P-E, Li Y, Liao T-Y, Poong S-W, Du J, Hussein MAS, Sade A, Rumpet R, Loh K-H (2020) Genetic diversity and population structure of Terapon jarbua (Forskål, 1775) (Teleostei, Terapontidae) in Malaysian waters. ZooKeys 911: 139-160. https://doi.org/10.3897/zookeys.911.39222

Figure 2 Maximum likelihood haplotype tree reconstructed based on the concatenated mtDNA dataset. The bootstrap values higher than 50% are shown near the nodes.

opencc-by-4.0Feb 2020View details →
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Figure 4 from: Chanthran SSD, Lim P-E, Li Y, Liao T-Y, Poong S-W, Du J, Hussein MAS, Sade A, Rumpet R, Loh K-H (2020) Genetic diversity and population structure of Terapon jarbua (Forskål, 1775) (Teleostei, Terapontidae) in Malaysian waters. ZooKeys 911: 139-160. https://doi.org/10.3897/zookeys.911.39222

Figure 4 Pairwise number of difference (mismatch distribution) analysis was conducted using the constant population size model to observe the population size changes. The observed frequencies were represented by red dotted line. The frequency expected under the hypothesis of population expansion model was depicted by continuous green line. a Kuala Selangor b Kuantan c Mukah d Sandakan e Tawau f all populations.

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Figure 1 from: Chanthran SSD, Lim P-E, Li Y, Liao T-Y, Poong S-W, Du J, Hussein MAS, Sade A, Rumpet R, Loh K-H (2020) Genetic diversity and population structure of Terapon jarbua (Forskål, 1775) (Teleostei, Terapontidae) in Malaysian waters. ZooKeys 911: 139-160. https://doi.org/10.3897/zookeys.911.39222

Figure 1 Sampling localities from East (Sandakan and Tawau, Sabah &amp; Mukah, Sarawak) and West (Peninsula) Malaysia (Kuala Selangor, Selangor and Kuantan, Pahang).

opencc-by-4.0Feb 2020View details →
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Figure 3 from: Chanthran SSD, Lim P-E, Li Y, Liao T-Y, Poong S-W, Du J, Hussein MAS, Sade A, Rumpet R, Loh K-H (2020) Genetic diversity and population structure of Terapon jarbua (Forskål, 1775) (Teleostei, Terapontidae) in Malaysian waters. ZooKeys 911: 139-160. https://doi.org/10.3897/zookeys.911.39222

Figure 3 Haplotypes median-joining network corresponding to the ML tree with three observed clusters. The star-like profile observed in cluster III indicates the presence of sudden expansion.

opencc-by-4.0Feb 2020View details →
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Figures 9–11. Adult R in Observations on the natural history of Romulus globosus Knull (Coleoptera: Cerambycidae)

Figures 9–11. Adult R. globosus beetles in their pupal cells. 9–10) Females of R. globosus in their pupal cells dug out from the ground. 11) Freshly eclosed male of R. globosus in a pupal cell (apical part of elytra was damaged while removing the bark of the root).

opencc-by-4.0Jun 2019View details →
zenodo28/100

Figures 3-7 from: Liston A, Altenhofer E, Netzberger R, Prous M (2020) Biology of two European Tenthredo species (Hymenoptera, Tenthredinidae) feeding on Gentiana. Deutsche Entomologische Zeitschrift 67(1): 13-18. https://doi.org/10.3897/dez.67.49741

Figures 3-7 Larvae of Tenthredo propinqua and scrophulariae. 3–5.Tenthredo propinqua, from Gentiana asclepiadea. Arrows indicate some of the black dorso-median markings, which on the abdomen occupy the width of a single annulet; 3. Preserved in ethanol (wax dissolved); 4. Alive, with wax coating (photographed on 11.09.2019); 5. Head, preserved in ethanol. 6, 7.Tenthredo scrophulariae larvae, on Scrophularia species. Arrows indicate some of the black dorso-median markings, which on the abdomen extend across two annulets at least in part; 6. Half-grown (photographed on 08.09.2007); 7. Nearly full-grown (photographed on 30.09.2007). Photos: A. Liston (3, 5), E. Altenhofer (4), H. Savina (6, 7).

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Figures 1- 2 from: Liston A, Altenhofer E, Netzberger R, Prous M (2020) Biology of two European Tenthredo species (Hymenoptera, Tenthredinidae) feeding on Gentiana. Deutsche Entomologische Zeitschrift 67(1): 13-18. https://doi.org/10.3897/dez.67.49741

Figures 1- 2 Tenthredo atra larvae, nearly full-grown, on Gentiana asclepiadea (photographed respectively on 23.08.2019, 11.09.2019). Photos: R. Netzberger (1), E. Altenhofer (2).

opencc-by-4.0Feb 2020View details →
zenodo28/100

R script to simulate the phenology of the box tree moth, Cydalima perspectalis

<p>This folder contains :<br> - ReadMe file with the following explanation<br> - the R script to simulate the phenology of the box tree moth (ProgR_phenology_box_tree_moth.r),<br> - the flight curve of the box tree moth in Orleans (France) in 2017 (see published dataset: https://doi.org/10.5281/zenodo.3719293 )<br> - temperature dataset (temperature.txt; col 1 = year, col 2 = month, col 3 = day, col 4 = Tmin, col 5 = Tmax)<br> - photoperiod dataset (photoperiod.txt; col 1 = year, col 2 = month, col 3 = day, col 4 = julian day, col 5 = day length in hours)<br> Note that these two former datasets are provided because they are required to make simulations.<br> Warning: since we are not allowed to redistribute the temperature and photoperiod datasets, the related files have been modified and are not those actually used in our paper in preparation.</p> <p>The R script was used in R version 3.6.1 (2019-07-05).</p> <p>To download the software R, please visit: https://www.r-project.org/</p> <p>This work was done in the frame of a regional project called INCA (grant from R&eacute;gion Centre Val de Loire).</p>

opencc-by-4.0Mar 2020View details →
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Figure 3 from: Carballeira R, Romay CD, Ramos A (2020) First record of a freshwater bryozoan species in Cuba: Plumatella repens (Linnaeus, 1758) (Phylactolaemata, Bryozoa). ZooKeys 918: 151-160. https://doi.org/10.3897/zookeys.918.38665

Figure 3 Geographical distribution of Plumatella species in the insular Caribbean area, indicating the new records of P. repens in Cuba (1) La Niña Bonita Reservoir and (2) Ciénaga de Zapata Swamp.

opencc-by-4.0Mar 2020View details →
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Figure 1 from: Carballeira R, Romay CD, Ramos A (2020) First record of a freshwater bryozoan species in Cuba: Plumatella repens (Linnaeus, 1758) (Phylactolaemata, Bryozoa). ZooKeys 918: 151-160. https://doi.org/10.3897/zookeys.918.38665

Figure 1 Presence of Plumatella repens (Linnaeus, 1758), in the wetlands of Cuba: A Location map of localities (1) La Niña Bonita Reservoir and (2) Ciénaga de Zapata Swamp B Aerial photograph of the La Niña Bonita Reservoir (ESRI World Imagery, ArcGIS 10.0) C Aerial photograph of the Ciénaga de Zapata Swamp (ESRI World Imagery, ArcGIS 10.0).

opencc-by-4.0Mar 2020View details →
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Figure 2 from: Carballeira R, Romay CD, Ramos A (2020) First record of a freshwater bryozoan species in Cuba: Plumatella repens (Linnaeus, 1758) (Phylactolaemata, Bryozoa). ZooKeys 918: 151-160. https://doi.org/10.3897/zookeys.918.38665

Figure 2 Plumatella repens (Linnaeus, 1758), floatoblast from La Niña Bonita Reservoir and the Ciénaga de Zapata Swamp (Cuba), SEM: A View of dorsal valve B View of ventral valve C Suture between valves is a single cord with a row of low tubercles on either side D Section of the annulus showing the connection between gas chambers, with circular pores with filiform extensions along the border. Scale bars: 50 µm (A, B); 10 µm (C); 5 µm (D).

opencc-by-4.0Mar 2020View details →
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Figure 3 from: Brincalepe Salvador R, Cavallari DC (2020) Taxonomy and distribution of enigmatic "helicoid" Polygyratia Gray, 1847 (Gastropoda, Stylommatophora). Zoosystematics and Evolution 96(1): 91-101. https://doi.org/10.3897/zse.96.51047

Figure 3 Map of Bahia state showing the known distribution of Polygyratia polygyrata. Squares: museum specimens. Circles: online records. Triangle: literature data.

opencc-by-4.0Mar 2020View details →

ScienceDex guides

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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

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