Skip to main content
Powered by ShareScore

Find research datasets worth reusing

Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.

202

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

202 results for “sap”

Learn how ShareScore rates datasets ↗
zenodo32/100

FIGURE 6 in Macrobrachium hungi, a new freshwater palaemonid prawn (Decapoda: Caridea: Palaemonidae) from the Tonle Sap Great Lake of Cambodia

FIGURE 6. Holotype male (OUMNH.ZC.2011-10-015) and paratype of post ovigerous female (OUMNH.ZC.2011-10-019).

opennotspecifiedDec 2012View details →
zenodo32/100

FIGURES 7–10 in Discovery of new species and country records for the North American sap beetle fauna (Coleoptera: Nitidulidae)

FIGURES 7–10. Genitalia of C. thomasi n. sp. (7) Male tegmen; (8) Male median lobe; (9) male internal sac sclerites; (10) female ovipositor.

opennotspecifiedDec 2013View details →
zenodo32/100

FIGURES 12–14 in Discovery of new species and country records for the North American sap beetle fauna (Coleoptera: Nitidulidae)

FIGURES 12–14. Habitus images of North American Brachypeplus. (12) B. habecki n. sp., dorsal habitus; (13) B. habecki n. sp., ventral habitus; (14) B. glaber, dorsal habitus. Scale bar = 1 mm.

opennotspecifiedDec 2013View details →
zenodo32/100

FIGURE 11 in Discovery of new species and country records for the North American sap beetle fauna (Coleoptera: Nitidulidae)

FIGURE 11. Distribution map of C. biplagiatus. Shaded areas indicate counties or states with specimen vouchers or published records. Completely shaded states, i.e. Illinois and Rhode Island, indicate states with no specific county records.

opennotspecifiedDec 2013View details →
zenodo32/100

FIGURES 1–2 in Discovery of new species and country records for the North American sap beetle fauna (Coleoptera: Nitidulidae)

FIGURES 1–2. Dorsal habitus images of North American species of Cyllodes. (1) C. biplagiatus LeConte. (2) C. thomasi n. sp. Scale bar = 1 mm.

opennotspecifiedDec 2013View details →
zenodo32/100

FIGURES 3–6 in Discovery of new species and country records for the North American sap beetle fauna (Coleoptera: Nitidulidae)

FIGURES 3–6. External characters of C. thomasi n. sp. (3) Ventral habitus; (4) right antenna; (5) right mandible; (6) right maxilla.

opennotspecifiedDec 2013View details →
zenodo32/100

FIGURES 1–2. 1 in New species and records of pollen and sap beetles for Iran (Coleoptera: Kateretidae, Nitidulidae)

FIGURES 1–2. 1. Thymogethes lugubris (Sturm, 1845) habitus (male from Poland); 2. T. egenus (Erichson, 1845) (s.l.), habitus (male from Poland). Both specimens ca. 2.2 mm long. Photos L. Borowiec.

opennotspecifiedDec 2017View details →
zenodo32/100

FIGURES 23–24 in New species and records of pollen and sap beetles for Iran (Coleoptera: Kateretidae, Nitidulidae)

FIGURES 23–24. SEM images of prosternal process of: 23. Thymogethes kassites sp. nov. (male holotype from Iran, Zagros Mts., Mt. Oshtoran); 24. T. otini (Easton, 1954) (male from Morocco, near Taza). Scale bar = 0.24 mm.

opennotspecifiedDec 2017View details →
zenodo32/100

FIGURES 11–18 in New species and records of pollen and sap beetles for Iran (Coleoptera: Kateretidae, Nitidulidae)

FIGURES 11–18. Male genitalia (median lobe of aedeagus and tegmen) of: 11–12, 15–16, Thymogethes egenus (Erichson, 1845) s.l. (11–12: male from Italy, Lazio, Tivoli; 15–16: male from N Iran, Kadkan); 13–14. T. khorasanicus sp. nov. (male paratype from N Iran, Zoshk Valley above Shandiz); 17–18. T. otini (Easton, 1954) (male from Morocco, near Taza). Scale bar = 0.24 mm.

opennotspecifiedDec 2017View details →
zenodo32/100

FIGURES 3–10 in New species and records of pollen and sap beetles for Iran (Coleoptera: Kateretidae, Nitidulidae)

FIGURES 3–10. Male genitalia (median lobe of aedeagus and tegmen) of: 3–4. Thymogethes ahriman (Jelínek, 1981) (male from Iran, Zagros Mts., Mt. Oshtoran); 5–6. T. klapperichi (Easton, 1957) (male from Pakistan, Madaglasht); 7–8. T. kassites sp. nov. (male holotype from Iran, Zagros Mts., Mt. Oshtoran); 9–10. T. rebmanni (Easton, 1957) (male from Afghanistan, Kabul). Scale bar = 0.17 mm (Figs 3–6); = 0.20 mm (Figs 7–10).

opennotspecifiedDec 2017View details →
zenodo32/100

FIGURES 19–22 in New species and records of pollen and sap beetles for Iran (Coleoptera: Kateretidae, Nitidulidae)

FIGURES 19–22. SEM images of tubercles on last abdominal ventrite in males of: 19. Thymogethes khorasanicus sp. nov. (male paratype from N Iran, Zoshk Valley above Shandiz); 20. T. ahriman (Jelínek, 1981) (male from Iran, Zagros Mts., Mt. Oshtoran); 21. T. kassites sp. nov. (male holotype from Iran, Zagros Mts, Mt. Oshtoran); 22. T. rebmanni (Easton, 1957) (male from Afghanistan, Kabul). Scale bar = 0.20 mm.

opennotspecifiedDec 2017View details →
dryad32/100

Recognition of dominant driving factors behind sap flow of Liquidambar formosana based on back-propagation neutral network method

<p><i><span>Aims:</span></i> This study focused on the applicability of back-propagation (BP) neural networks in simulating sap flow (SF) using meteorological factors and a phenological index (<i><span>PI</span></i>) for <i><span>Liquidambar formosana</span></i><span>,</span> a deciduous broad-leaf tree species in subtropical China, and thus providing a useful and promising alternative to traditional methods for transpiration prediction.</p> <p><i><span>Methods: </span></i>Three-layered BP models with an architecture 4-10-1 <span>(four neurons in the input layer, ten neurons in the hidden layer and one neuron in the output layer) </span>were trained and tested using the Levenberg-Marquardt (LM) algorithm based on in situ observations of SF and concurrent microclimate at the Qianyanzhou Ecological Station, Jiangxi Province, Southeast China. The model performance was verified with testing data not used in model development.</p> <p><i><span>Results: </span></i>The BP models with eight input combinations proved a satisfactory fit: the determination coefficients (<i><span>R</span></i><sup><span>2</span></sup>) and fitting accuracies (<i><span>Acc</span></i>) (about 0.8 and 70%) were significantly higher than those of the multivariate linear regression (MLR) (about 0.5 and 50%), indicating their advantage in solving complex nonlinear problems involved in transpiration. In addition, the BP models showed a bit better performance by adding <i><span>PI</span></i><i> </i><span>to</span> the input family. The best BP model was achieved taking air temperature (<i><span>T</span></i><sub><span>a</span></sub>), relative humidity (<i><span>RH</span></i>), average net radiation (<i><span>ANR</span></i>) and <i><span>PI</span></i> as the input and sap flux density (<i><span>v</span></i><sub><span>s</span></sub>) as the output, with maximum <i><span>R</span></i><sup><span>2</span></sup> and <i><span>Acc</span></i> as high as 0.95 and 90%, respectively.</p> <p><i><span>Conclusions: </span></i><span>The</span><i> </i><span>BP</span><i> </i><span>models with input combination of </span><i><span>T</span></i><sub><span>a</span></sub><sub><span>, </span></sub><i><span>RH, ANR </span></i><span>and</span><i><span> PI </span></i><span>mirrored very well measured daily variations in </span><i><span>v</span></i><sub><span>s</span></sub>. The results could be used to fine-tune sap flow estimation by <i><span>Liquidambar formosana</span></i>, and thus shed light on the eco-hydrological process related to transpiration for deciduous broad-leaf trees.</p>

opencc-zeroNov 2021View details →
dryad32/100

Carpophiline-ID: An interactive matrix-based key to the carpophiline sap beetles (Coleoptera, Nitidulidae) of Eastern North America

<p>We present Carpophiline-ID, a matrix-based Lucid<sup>TM</sup> key, for the adult stage of the known species of Carpophilinae (<em>Coleoptera: Nitidulidae</em>) of North America, east of the Mississippi River. We provide an overview of the features and technical specifications used to build the key. The list of terminal taxa used in the key represents the most current regional account for Carpophilinae, a beetle subfamily of agricultural and ecological importance. We discuss the value of matrix-based, free access keys for the identification of difficult taxa.</p>

opencc-zeroMar 2022View details →
zenodo32/100

SAP Signavio Academic Models

<p>The SAP Signavio Academic Models (SAP-SAM) dataset contains hundreds of thousands of business process models (as well as other business models, such as business decision models and value chains) that have been created over the course of more than a decade by the <a href="https://www.signavio.com/bpm-academic-initiative/#:~:text=The%20Academic%20Initiative%20supports%20Business,to%20students%2C%20lecturers%20and%20researchers.">SAP Signavio BPM Academic Initiative</a>. Detailed instructions on how to work with the dataset, as well as example scripts, are available on <a href="https://github.com/signavio/sap-sam">GitHub</a>. A paper (pre-print) that describes the dataset is available on the <a href="https://arxiv.org/abs/2208.12223">arXiv</a>.</p> <p><strong>Cite</strong></p> <p>For citing the paper about the dataset, use the following Bibtex entry (the Bibtex entry for citing the dataset itself is provided by Zenodo):</p> <p><code>@inproceedings{DBLP:conf/icpm/SolaWSBRK22,</code><br><code>&nbsp; author &nbsp; &nbsp; &nbsp; = {Diana Sola and</code><br><code>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; Christian Warmuth and</code><br><code>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; Bernhard Sch{\"{a}}fer and</code><br><code>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; Peyman Badakhshan and</code><br><code>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; Jana{-}Rebecca Rehse and</code><br><code>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; Timotheus Kampik},</code><br><code>&nbsp; editor &nbsp; &nbsp; &nbsp; = {Marco Montali and</code><br><code>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; Arik Senderovich and</code><br><code>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; Matthias Weidlich},</code><br><code>&nbsp; title &nbsp; &nbsp; &nbsp; &nbsp;= {{SAP} Signavio Academic Models: {A} Large Process Model Dataset},</code><br><code>&nbsp; booktitle &nbsp; &nbsp;= {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,</code><br><code>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; Italy, October 23-28, 2022, Revised Selected Papers},</code><br><code>&nbsp; series &nbsp; &nbsp; &nbsp; = {Lecture Notes in Business Information Processing},</code><br><code>&nbsp; volume &nbsp; &nbsp; &nbsp; = {468},</code><br><code>&nbsp; pages &nbsp; &nbsp; &nbsp; &nbsp;= {453--465},</code><br><code>&nbsp; publisher &nbsp; &nbsp;= {Springer},</code><br><code>&nbsp; year &nbsp; &nbsp; &nbsp; &nbsp; = {2022},</code><br><code>&nbsp; url &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;= {https://doi.org/10.1007/978-3-031-27815-0\_33},</code><br><code>&nbsp; doi &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;= {10.1007/978-3-031-27815-0\_33}</code><br><code>}</code></p> <p>&nbsp;</p> <p><strong>LICENSE</strong></p> <p>Copyright (c) 2022 by SAP.&nbsp;</p> <p>SAP grants to Recipient a non-exclusive copyright license to the Model Collection to use the Model Collection for Non-Commercial Research purposes of evaluating Recipient&rsquo;s algorithms or other academic research artefacts against the Model Collection. Any rights not explicitly granted herein are reserved to SAP. For the avoidance of doubt, no rights to make derivative works of the Model Collection is granted and the license granted hereunder is for Non-Commercial Research purposes only.&nbsp;</p> <p>&ldquo;Model Collection&rdquo; shall mean all files in this archive (which are JSON, XML, or other representation of business process models or other models).&nbsp;</p> <p>&ldquo;Recipient&rdquo; means any natural person receiving the Model Collection.&nbsp;</p> <p>&ldquo;Non-Commercial Research&rdquo; means research solely for the advancement of knowledge whether by a university or other learning institution and does not include any commercial or other sales objectives.</p>

openother-ncAug 2022View details →
zenodo32/100

SAP Application Log Analysis pilot dataset

<p>A CSV file prepared from application logs stemming from an SAP BI Warehouse system. This realistic dataset was generated as a means to showcase the SAP pilot use-case of the TOREADOR project.</p> <p>Each line corresponds to a user action.</p> <p>Extid, object and subobject were extracted from the BI system logs, along with the user name and event date.<br> Role was retrieved from the standard user actions</p> <p>Label indicates whether the event is benign or malign - Elevation_of_privileges is an event the user should not be able to perform within the boundaries of his role. Priv_abuse is about a privileged account performing an action breaching a confidentiality clause (e.g. an administrator reading sensitive data). Forgotten_user is about a user who stayed inactive for a long time before being used again (e.g. an employee who left the company where the account was not terminated). Records where no malign activity was detected were marked &#39;benign&#39;.</p> <p>Outbushours was computed from the time of the action, and mapped to &#39;inside&#39; or &#39;outside&#39; business hours.</p>

openodc-odblFeb 2019View details →
dryad32/100

Data from: Match and mismatch between dietary switches and microbial partners in plant sap-feeding insects

Some animal groups associate with the same vertically-transmitted microbial symbionts over extended periods of evolutionary time, punctuated by occasional symbiont switches to different microbial taxa. Here we test the oft-repeated suggestion that symbiont switches are linked with host diet changes, focusing on hemipteran insects of the suborder Auchenorrhyncha. These insects include the only animals that feed on plant xylem sap through the life cycle, as well as taxa that feed on phloem sap and plant parenchyma cells. Ancestral state reconstruction provides strong statistical support for a xylem-feeding auchenorrhynchan ancestor bearing the dual symbiosis with the primary symbiont Sulcia (Bacteroidetes) and companion symbiont "β-Sym" (β-proteobacteria). We identified 7 dietary transitions from xylem-feeding (six to phloem-feeding, one to parenchyma-feeding), but no reversions to xylem-feeding; five evolutionary losses of Sulcia, including replacements by yeast symbionts, exclusively in phloem/parenchyma-feeding lineages; and 14-15 losses of β-Sym, including 9 transitions to a different bacterial companion symbiont. Our analysis indicates that, although companion symbiont switching is not associated with shifts in host diet, Sulcia is likely required for xylem-feeding. Furthermore, the ancestral auchenorrhynchan bearing Sulcia and β-Sym likely represents the sole evolutionary origin of xylem feeding in the animal kingdom.

opencc-zeroDec 2018View details →
zenodo32/100

PLATE 13. Figs. 157–169 in Revision of the sap beetle genus Pocadius Erichson, 1843 (Coleoptera: Nitidulidae: Nitidulinae

PLATE 13. Figs. 157–169. Dorsal view of median lobe of adeagus: 157) P. maquipucunensis, 158) P. niger, 159) P. nigerrimus, 160) P. nobilis, 161) P. okinawaensis, 162) P. pecki, 163) P. peruensis, 164) P. rubidus, 165) P. tepicensis, 166) P. testaceus, 167) P. torresi, 168) P. wappesi, 169) P. yunnanensis.

opennotspecifiedJun 2008View details →
zenodo32/100

PLATE 10. Figs. 111–119 in Revision of the sap beetle genus Pocadius Erichson, 1843 (Coleoptera: Nitidulidae: Nitidulinae

PLATE 10. Figs. 111–119. Lateral (a) and ventral (b) views of tegmen: 111a,b) P. kirejtshuki, 112a,b) P. luisalfredoi, 113a,b) P. majusculus, 114a,b) P. maquipucunensis, 115a,b) P. niger, 116a,b) P. nigerrimus, 117a,b) P. nobilis, 118a,b) P. okinawaensis, 119a,b) P. pecki.

opennotspecifiedJun 2008View details →
zenodo32/100

PLATE 21. Figs. 260–263. Habitus images. 260 in Revision of the sap beetle genus Pocadius Erichson, 1843 (Coleoptera: Nitidulidae: Nitidulinae

PLATE 21. Figs. 260–263. Habitus images. 260) P. nobilis dorsal; 261) P. okinawaensis, a- dorsal, b- lateral, c- ventral; 262) P. pecki, a- dorsal, b- lateral, c- ventral; 263) P. peruensis, a- dorsal, b- lateral, c- ventral. Scale bars as indicated.

opennotspecifiedJun 2008View details →
zenodo32/100

PLATE 4. Figs. 37–42 in Revision of the sap beetle genus Pocadius Erichson, 1843 (Coleoptera: Nitidulidae: Nitidulinae

PLATE 4. Figs. 37–42. Ventral view of male anal sclerite: 37) P. rubidus, 38) P. tepicensis, 39) P. testaceus, 40) P. torresi, 41) P. wappesi, 42) P. yunnanensis.

opennotspecifiedJun 2008View details →

ScienceDex guides

Understand access before you commit

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

Compare curated datasets

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