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zenodo40/100

Fig. 1 in Northernmost records of mosquito species (Diptera: Culicidae) in northwestern Russia

Fig. 1. Northwestern Russia. AP – Arkhangelsk Province, Komi – Komi Republic, KP – Kaliningrad Province, LP – Leningrad Province, MP – Murmansk Province, NAR – Nenets Autonomous Region, NP – Novgorod Province, PP – Pskov Province, RK – Republic of Karelia, SPb – St Petersburg, VP – Vologda Province.

opencc-by-4.0May 2021View details →
zenodo40/100

Figs 40–47 in New records of flies of the genus Tephritis (Diptera: Tephritidae) from the Caucasus and Transcaucasia, with notes on other tephritid species

Figs 40–47. Sphenella marginata (40–43) and Ensina sonchi (44–47), details of female (40–42, 45–46) and male (43, 44, 47). 40, female wing; 41, 45, aculeus; 42, 46, distal part of aculeus (magnified); 43, 47, glans of phallus; 44, male wing.

opencc-by-4.0Apr 2021View details →
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Figs 32–39 in New records of flies of the genus Tephritis (Diptera: Tephritidae) from the Caucasus and Transcaucasia, with notes on other tephritid species

Figs 32–39. Tephritis valida from Armenia (32, 34, 38) and North Ossetia–Alania (33, 35–37, 39), details of female (32–33, 35–39) and male (34). 32, female habitus (in lateral view); 33, female wing; 34, glans of phallus; 35, female abdomen (in lateral view); 36, aculeus; 37, distal part of aculeus (magnified); 38–39, spermatheca.

opencc-by-4.0Apr 2021View details →
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Figs 15–23 in New records of flies of the genus Tephritis (Diptera: Tephritidae) from the Caucasus and Transcaucasia, with notes on other tephritid species

Figs 15–23. Tephritis mutabilis from Armenia, details of female (15–22) and male (23). 15, female habitus (in lateral view); 16, female wing; 17, female abdomen (in dorsal view); 18, female abdomen (in lateral view); 19, aculeus; 20, distal part of aculeus (magnified); 21, apex of aculeus (at large magnification); 22, spermatheca; 23, glans of phallus.

opencc-by-4.0Apr 2021View details →
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Figs 8–14 in New records of flies of the genus Tephritis (Diptera: Tephritidae) from the Caucasus and Transcaucasia, with notes on other tephritid species

Figs 8–14. Tephritis conura from European Russia (Ulyanovsk Prov.), details of female (8–13) and male (14). 8–9, female wing; 10, female habitus (in lateral view); 11, aculeus; 12, apex of aculeus (at large magnification); 13, spermatheca; 14, glans of phallus. 8–9, 11–14, reared from Cirsium heterophyllum, 10, reared from C. oleraceum.

opencc-by-4.0Apr 2021View details →
zenodo40/100

Fig. 2 in New records of pyraloid moths (Lepidoptera: Pyraloidea: Crambidae) from India

Fig. 2. Crambidae. Male genitalia (A–C), female genitalia (D–F). A, D, Glyphodes cosmarcha Meyrick, 1887; B, E, Palpita cirralis (Swinhoe, 1897); C, Pagyda arbiter (Butler, 1879); F, Pachynoa xanthochyta (Turner, 1933). Scale bars: 1 mm (A–C), 2 mm (E–F).

opencc-by-4.0Feb 2022View details →
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Fig. 2 in Northernmost records of mosquito species (Diptera: Culicidae) in northwestern Russia

Fig. 2. Northernmost records of Anopheles and Aedes spp. Doubtful records are marked with an asterisk (*).

opencc-by-4.0May 2021View details →
zenodo40/100

Agro-environmental recordings

<p>This dataset contains hourly measurements for the duration of one year of the following environmental parameters and units: Air Temperature (Celsius), Relative Humidity (%), Precipitation (mm), Wind Speed (km/h), Wind direction (degrees), Wind gusts (km/h), Atmospheric Pressure (mbar), Solar irradiance Copernicus (W/m2), and environmental parameters measured within the plant's canopy: &nbsp;Relative Humidity in Canopy &nbsp;(%), Temperature in Canopy &nbsp;(°C).</p><p>The recordings are in the form of timeseries while the location is modeled using the NUTS "Nomenclature of territorial units for statistics", in order to avoid reveling the exact location of the farm/parcel but to provide information in the same time about the relevant area. T<br>The dataset is expressed with the use of two different data models:&nbsp;<br>a) The <a href="https://zenodo.org/api/records/10158624/draft/files/ploutos_agro-environmental_data_2022.csv/content">ploutos_agro-environmental_data_2022.csv</a> is modeled with the use of custom data types and expressed in json format<br>b) The <a href="https://zenodo.org/api/records/10158624/draft/files/Agro-environmental%20recordings%20pcsm.ttl/content">Agro-environmental recordings pcsm.ttl</a><a href="https://zenodo.org/api/records/10158603/draft/files/Farm%20calendar%20pcsm.ttl/content"> is</a> modelled with the use of Ploutos Common Semantic Model (PCSM) which is an ontology based on the modular reuse of standardised data models.&nbsp;<br>The scope of these two datasets is to allow further experimentation with standardised vs custom modeled datasets.</p><p>&nbsp;</p>

opencc-by-4.0Oct 2023View details →
zenodo40/100

Polymer Electrolyte Membrane Water Electrolyzer Oxygen Bubble Evolution Optical Video Recording For Deep Learning-Enhanced Characterization of Bubble Dynamics in Proton Exchange Membrane Water Electrolyzer by André Colliard-Granero, Keusra A. Gompou, Christian Rodenbücher, Kourosh Malek, Michael H. Eikerling, and Mohammad J. Eslamibidgoli

<p>Dataset used for the training of the segmentation model employed in the work "Deep Learning-Enhanced Characterization of Bubble Dynamics in Proton Exchange Membrane Water Electrolyzer" by André Colliard-Granero, Keusra A. Gompou, Christian Rodenbücher, Kourosh Malek, Michael H. Eikerling, and Mohammad J. Eslamibidgoli. This dataset consists in 35 images and the corresponding manual annotated masks of diverse bubbly scenarios extracted from the optical video recording of a PEMWE with a transparent flow field.</p>

opencc-by-4.0Nov 2023View details →
zenodo40/100

Magnetoencephalography recordings on newborns with auditory stimulations

<p>This dataset is organized in 3 main folders:<br>1. The folder 'data' contains the magnetoencephalography (MEG) recording data, organized in a BIDS-like structure: first by subjects and then by modalities. The optically pumped magnetometers (OPM) data folders contains the raw data and the preprocessing output files. The cryogenic MEG (SQUID) data folders contain the data after signal space separation (using MaxFilter) and the preprocessing output files.<br>The MEG files contain a time variable (time), a MEG data variable (data_meg), a sampling frequency variable (sfreq) and a variable containing the time stamps of the stimulations (trials). The OPM data in addition has an OPM position on the layout variable (positions) and a OPM labels variable (labels).<br>The preprocessing output files contain a variable with the artifact time stamps (bad_times) and a variable containing the heart and artifact component of an independent component analysis (ICA). If a second ICA was performed, another variable is present (IC). When computed, the frequency ranges of those components is also included (freq).<br>2. The folder 'layouts' contains the layouts files needed for the analysis.<br>3. The folder 'derivatives' contains the derivative data obtained by the analysis scripts which are the data used for generating the plots in the article.<br>All the files are in the Matlab matrix file format ('.mat').</p>

opencc-by-4.0Nov 2023View details →
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Figure 3 in Acmaeodera (Coleoptera: Buprestidae): A new species of Acmaeodera Eschscholtz, 1829 from the southwestern United States, with three new synonymies, new state and host records, and a key to species occurring east of the Rocky Mountain states

Figure 3. Acmaeodera conoidea Fall, paralectotype ♂. a) Dorsal view. b) Ventral view. c) Lateral view. d) Broadly arcuate clypeus e) Third stria split near umbone. f) Protarsal claw.

opencc-by-4.0Oct 2023View details →
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Figure 2. Male genitalia, Acmaeodera tubulus species group. a in Acmaeodera (Coleoptera: Buprestidae): A new species of Acmaeodera Eschscholtz, 1829 from the southwestern United States, with three new synonymies, new state and host records, and a key to species occurring east of the Rocky Mountain states

Figure 2. Male genitalia, Acmaeodera tubulus species group. a) A. natlovei new species. b) A. neoneglecta. c) A. tubulus. d) A. neglecta. e) A. opuntiae.

opencc-by-4.0Oct 2023View details →
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Figure 1. Acmaeodera natlovei new species. a in Acmaeodera (Coleoptera: Buprestidae): A new species of Acmaeodera Eschscholtz, 1829 from the southwestern United States, with three new synonymies, new state and host records, and a key to species occurring east of the Rocky Mountain states

Figure 1. Acmaeodera natlovei new species. a) Holotype, dorsal view. b) Holotype, ventral view. c) Holotype, lateral view. d) Holotype, clypeus. e) Paratype protarsal claw ♂. f) Paratype protarsal claw ♀.

opencc-by-4.0Oct 2023View details →
zenodo40/100

Figures 1–2 in New records of Erythraeidae mites (Acari: Trombidiformes) from Syria with additional morphological data on some species

Figures 1–2. Abrolophus artemisiae (adult) – 1. Dorsal idiosomal setae, 2. Sensillary area of crista metopica. Scale bar = 50 μm.

opencc-by-4.0Apr 2023View details →
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Figures 5–6 in New records of Erythraeidae mites (Acari: Trombidiformes) from Syria with additional morphological data on some species

Figures 5–6. Abrolophus kazimierae (larva) – 5. Dorsal habitus; 6. Gnathosoma and setae on scutal area. Scale bar = 50 μm.

opencc-by-4.0Apr 2023View details →
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Figures 3–4 in New records of Erythraeidae mites (Acari: Trombidiformes) from Syria with additional morphological data on some species

Figures 3–4. Abrolophus bochkovi (larva) – 3. Setae in scutal area; 4. Projection palpal femur. Scale bar = 50 μm.

opencc-by-4.0Apr 2023View details →
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Figures 13–14 in New records of Erythraeidae mites (Acari: Trombidiformes) from Syria with additional morphological data on some species

Figures 13–14. Curteria duzgunesae (larva) – 13. Dorsal habitus;14. Setae in scutal area. Scale bar = 50 μm.

opencc-by-4.0Apr 2023View details →
zenodo40/100

Figures 11–12 in New records of Erythraeidae mites (Acari: Trombidiformes) from Syria with additional morphological data on some species

Figures 11–12. Balaustium ryszardi (larva) – 11. Dorsal habitus; 12. Setae in scutal area. Scale bar = 50 μm.

opencc-by-4.0Apr 2023View details →
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Figures 7–8 in New records of Erythraeidae mites (Acari: Trombidiformes) from Syria with additional morphological data on some species

Figures 7–8. Abrolophus quisquiliarus (deutonymph) – 7. Dorsal opisthosomal setae; 8. Sensillary area of crista metopica. Scale bar = 50 μm.

opencc-by-4.0Apr 2023View details →
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Figures 9–10 in New records of Erythraeidae mites (Acari: Trombidiformes) from Syria with additional morphological data on some species

Figures 9–10. Balaustium nikae (larva) – 9. Dorsal habitus; 10. Setae in scutal area. Scale bar = 50 μm.

opencc-by-4.0Apr 2023View 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

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