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Supplementary material 1 from: Pérez-Luque AJ, Zamora R, Bonet FJ, Pérez-Pérez R (2015) Dataset of MIGRAME Project (Global Change, Altitudinal Range Shift and Colonization of Degraded Habitats in Mediterranean Mountains). PhytoKeys 56: 61-81. https://doi.org/10.3897/phytokeys.56.5482
Table S1: Explanation note: Information about transects of the project. Elevation in m a.s.l. Type: AM = Altitudinal migration; FO = Forest; MH = Marginal Habitat. Subtype: AC-e: Abandoned Cropland: edge; AC-i: Abandoned Cropland: inside; Pp-e: Pine plantations: edge; Pp-i: Pine plantations: inside; TE: Treeline Ecotone. Locality: CA = Robledal de Cáñar; SJ = Robledal de San Juan.
Supplementary material 1 from: Wesener T, Voigtländer K, Decker P, Oeyen JF, Spelda J, Lindner N (2015) First results of the German Barcode of Life (GBOL) – Myriapoda project: Cryptic lineages in German Stenotaenia linearis (Koch, 1835) (Chilopoda, Geophilomorpha). In: Tuf IH, Tajovský K (Eds) Proceedings of the 16th International Congress of Myriapodology, Olomouc, Czech Republic. ZooKeys 510: 15-29. https://doi.org/10.3897/zookeys.510.8852
Table. Estimates of Evolutionary Divergence between Sequences: Explanation note: The number of base differences per site from between sequences are shown. The analysis involved 45 nucleotide sequences. Codon positions included were 1st+2nd+3rd+Noncoding. All ambiguous positions were removed for each sequence pair. There were a total of 658 positions in the final dataset. Evolutionary analyses were conducted in MEGA6.
Supplementary material 1 from: Müller A, Maes J (2015) Arguments for biodiversity conservation in Natura 2000 sites: An analysis based on LIFE projects. Nature Conservation 12: 1-26. https://doi.org/10.3897/natureconservation.12.4848
Interview protocol: Explanation note: List of questions used by the interviewer during the telephone interview with project managers.
The Jalakeli Project: Women's Oral Histories: Mohinisana "The Whistler" Ningthemcha on Family, Marriage and Performance
<p>Mohinisana Ningthemcha Elangbam Ongbi, renowned in her day as "The Whistler" talks about social values and their impact on marriage and performance. On growing up in a traditional elite family, restrictions on socialising, her arranged marriage, rules of exogamy, worship, and interaction with the royal court.</p> <p>Transcript available. </p>
The Jalakeli Project: Women's Oral Histories: On the House of Ngangbam
<p>Sundari Ngangbam, a member of the Choir of the Royal Daughters, reminisces about her father, singer Ngangbam Nimai, Manipur's first recording artist, and her family, the House of Ngangbam to which Maharani Dhanamanjuri Devi belonged. </p>
Few juveniles or males were collected. Only four males from groups 7, 8, 9, and 11, all in clade D, were included in the dataset. The male in Fig. 13E–H conforms to the general morphological description of males in Lobocriconema with an undifferentiated labial region, the absence of a stylet, a degenerate pharyngeal region, a FIGURE 7. SEM images of specimens representing clades D (A–H) and B (I). NID numbers are associated with unique specimens, all are females except image C. A) Lobocriconema sp., face view with conspicuous labial disc surrounded by irregular labial structure, Nine-Mile Prairie, Nebraska, NID 4533. B) Lobocriconema sp., face view lacking submedian lobes and displaying subcuticular labial structure, Big Thicket National Preserve, Texas, NID 4560. C) Lobocriconema sp., juvenile, head with visible submedian lobes, body scales with fine terminal projections, Spring Creek Prairie, Nebraska, NID 4514. D) Lobocriconema sp., face view lacking submedian lobes and displaying subcuticular labial structure, Nine-Mile Prairie, Nebraska, NID 4527 E) Lobocriconema sp., cephalic profile with protruding stylet, Nine-Mile Prairie, Nebraska, NID 4529. F) Lobocriconema sp., head profile lacking submedian lobes, Tunica Hills, Louisiana, NID 4574. G) Lobocriconema sp., tail with closed vulva, Nine-Mile Prairie, Nebraska, NID 4533. H) Lobocriconema sp., tail with closed vulva, Nine-Mile Prairie, Nebraska, NID 4526. I) Lobocriconema sp., face view lacking submedian lobes, Great Smoky Mountains National Park, Purchase Knob, NID 4570. in Species discovery and diversity in Lobocriconema (Criconematidae: Nematoda) and related plant-parasitic nematodes from North American ecoregions
Few juveniles or males were collected. Only four males from groups 7, 8, 9, and 11, all in clade D, were included in the dataset. The male in Fig. 13E–H conforms to the general morphological description of males in Lobocriconema with an undifferentiated labial region, the absence of a stylet, a degenerate pharyngeal region, a FIGURE 7. SEM images of specimens representing clades D (A–H) and B (I). NID numbers are associated with unique specimens, all are females except image C. A) Lobocriconema sp., face view with conspicuous labial disc surrounded by irregular labial structure, Nine-Mile Prairie, Nebraska, NID 4533. B) Lobocriconema sp., face view lacking submedian lobes and displaying subcuticular labial structure, Big Thicket National Preserve, Texas, NID 4560. C) Lobocriconema sp., juvenile, head with visible submedian lobes, body scales with fine terminal projections, Spring Creek Prairie, Nebraska, NID 4514. D) Lobocriconema sp., face view lacking submedian lobes and displaying subcuticular labial structure, Nine-Mile Prairie, Nebraska, NID 4527 E) Lobocriconema sp., cephalic profile with protruding stylet, Nine-Mile Prairie, Nebraska, NID 4529. F) Lobocriconema sp., head profile lacking submedian lobes, Tunica Hills, Louisiana, NID 4574. G) Lobocriconema sp., tail with closed vulva, Nine-Mile Prairie, Nebraska, NID 4533. H) Lobocriconema sp., tail with closed vulva, Nine-Mile Prairie, Nebraska, NID 4526. I) Lobocriconema sp., face view lacking submedian lobes, Great Smoky Mountains National Park, Purchase Knob, NID 4570.
Supplementary material 1 from: Croce A, Nazzaro R (2017) An atlas of orchids distribution in the Campania region (Italy), a citizen science project for the most charming plant family. Italian Botanist 4: 15-32. https://doi.org/10.3897/ib.4.14916
Relations between the 4 tables of the MS Access database used to store the data of the project and respective fields : Data type: Image
Supplementary material 3 from: Croce A, Nazzaro R (2017) An atlas of orchids distribution in the Campania region (Italy), a citizen science project for the most charming plant family. Italian Botanist 4: 15-32. https://doi.org/10.3897/ib.4.14916
References considered for the bibliographic records : Data type: (measurement/occurence/multimedia/etc.)
Supplementary material 2 from: Mertens JEJ, Van Roie M, Merckx J, Dekoninck W (2017) The use of low cost compact cameras with focus stacking functionality in entomological digitization projects. ZooKeys 712: 141-154. https://doi.org/10.3897/zookeys.712.20505
Figure S2 : Explanation note: Comparison of the narrow (C, F), normal (A, B, D, G) and wide (E, H) focal step size in two specimens of different 'depth' (A, C–E: Allochroma sp., 2 mm deep; B, E–H: Doryphora sp., 12 mm deep, measured from top of elytra to lowest tarsi). The narrow setting is marginally sharper in some areas; however, deeper parts of the specimen are not in focus. The wide setting produces artefacts around some of the edges, sometimes resulting in less sharp regions.
Supplementary material 1 from: Mertens JEJ, Van Roie M, Merckx J, Dekoninck W (2017) The use of low cost compact cameras with focus stacking functionality in entomological digitization projects. ZooKeys 712: 141-154. https://doi.org/10.3897/zookeys.712.20505
Figure S1 : Explanation note: Lightbox setup, the camera rests on top of the cut-off bucket, its lens protruding though the hole in the middle. The specimen is usually shielded from direct light by a free-standing cylinder of tracing paper (not depicted). The LED strips on the inside are powered through a 12V adapter.
Data for: Projecting changes in the frequency and magnitude of ozone pollution events under uncertain climate sensitivity
<p>Climate change is projected to worsen ozone pollution over many populated regions, with larger impacts at higher concentrations. More intense and frequent ozone episodes risk setbacks to human health and environmental policy achievements. However, assessing these changes is complicated by uncertain climate sensitivity, closely related to climate model response, and internal variability in simulations projecting climate's influence on air quality. Here, leveraging a global modeling framework that one-way couples a human activity model, an Earth system model of intermediate complexity, and an atmospheric chemistry model, we investigate the role of climate sensitivity in climate-induced changes to high ozone pollution episodes in the United States using multiple greenhouse gas emissions scenarios, representations of climate sensitivity, and initial condition members. We bias correct and evaluate historical model simulations, identifying modeled and observed O<sub>3</sub> episodes using extreme value theory, and extend the approach to projections of mid- and end-century climate impacts. Results show that the influence of climate sensitivity can be as significant as that of greenhouse gas emissions scenario absent precursor emissions changes. Climate change is projected to increase the magnitude of the highest annually occurring O<sub>3</sub> concentrations by over 2.3 ppb on average across the U.S. at mid-century under a high climate sensitivity and moderate emissions scenario, but the increase is limited to less than 0.3 ppb under lower climate sensitivity. Further, we show that areas in the U.S. currently meeting air quality standards risk being pushed into non-compliance due to a climate-induced increase in frequency of high ozone days.</p>
Datasets for "A skill assessment framework for the Fisheries and Marine Ecosystem Model Intercomparison Project"
<p>CMIP6-forced EcoOcean data for "A skill assessment framework for the Fisheries and Marine Ecosystem Model Intercomparison Project"</p> <p> </p>
Construction Project Management Report Examples
<p>Building construction projects generate huge amounts of data that can be leveraged to understand improvements in efficiency, cost savings, etc. There are several digital apps on the market that helps construction project managers keep track of the details of the process.</p>
Videos of the evolution of the projected band structures of Hexagonal phosphorus monolayer on Au(111) surface during uniform adsorption
<p>Attached to this DOI are videos of the evolution of the band structure and the band structure projections during the uniform adsorption of the HexP-monolayer on the Au(111) surface.</p> <p>The HexP-monolayer starts at 5 angström above its relaxed position and ends at its final relaxed position on the Au(111) surface.</p> <p>In total, 19 interpolation structures have been created (both ends included).</p> <p>On the left is the unit-cell of the simulated structure, with phosphorus atoms in orange and gold atoms in yellow.</p> <p>Band structure calculations and projections have been done using the Quantum ESPRESSO framework.</p>
SHEET project - Unibo Computer Vision Final Repository
<p> </p> <p>This version<strong> fixes the previous one, in which there were missing models weights</strong></p> <p><strong>More information regarding SHEET Project activity carried out from the UniBo group can be found at the <a href="https://github.com/ECOPOM/SHEET_project_repo">dedicated GitHub repository</a></strong>.</p> <p> </p>
The BORDERSCAPE Project WebGIS Repository
<div> <div># The BORDERSCAPE Project WebGIS Repository: Description of Contents</div> <br> <div>Data are stored in a folder named `borderscape_webgis_data_v6.0.zip`.</div> <br> <div>Singular files are:</div> <div>- `README.md`: a formatted text document (Markdown syntax) describing the contents of this repository.</div> <div>- `sites.geojson`: a GeoJSON file with information on each archaeological site included in the webGIS.</div> <div>- `borderscape_sites.csv`: the list of archaeological sites and their attributes from which the `sites.geojson` file was built for the webGIS, in the open CSV (comma separated values) format.</div> <div>- `borderscape_archaeological_sites.xlsx`: the list of archaeological sites and their attributes. It contains the same information as `borderscape_sites.csv` as an Excel Workbook (Office Open XML)</div> <div>- `flooding_nile.geojson`: a GeoJSON polygon file with information on Nile flood levels at 86m and 94.5m ASL.</div> <div>- `borderscape_bibliography.bib`: A bibliography with all of the sources abbreviated in the `sites.csv` file.</div> <div>. `merged_coronas_freegr.tif`: a GEOtif of the georeferenced CORONA imagery showing the Lower Nubian landscape prior to the construction of the Aswan High Dam.</div> <br> <div>Finally, a folder named `borderscape_data.zip` contains the following ZIP archives with the spatial (shapefiles) data:</div> <div>- `borderscape_archaeological_sites.zip`: a ZIP archive of a shapefile showing all of the archaeological sites and their attributes used in the webGIS.</div> <div>- `sites_phase1.zip`: a ZIP archive of a shapefile showing archaeological sites used in the webGIS from Phase 1.</div> <div>- `sites_phase2.zip`: a ZIP archive of a shapefile showing archaeological sites used in the webGIS from Phase 2.</div> <div>- `sites_phase3.zip`: a ZIP archive of a shapefile showing archaeological sites used in the webGIS from Phase 3.</div> <div>- `sites_phase4.zip`: a ZIP archive of a shapefile showing archaeological sites used in the webGIS from Phase 4.</div> <div>- `sites_phase5.zip`: a ZIP archive of a shapefile showing archaeological sites used in the webGIS from Phase 5.</div> <div>- `sites_phase6.zip`: a ZIP archive of a shapefile showing archaeological sites used in the webGIS from Phase 6.</div> <div>- `86m_flooding_contour.zip`: a ZIP archive of a shapefile showing flooded areas at 86m ASL.</div> <div>- `94.5m_flooding_contour.zip`: a ZIP archive of a shapefile showing flooded areas at 94.5m ASL.</div> <br><br><br><br><br></div>
Ecosystem processes dataset in Luasong UNDP Project 2018
<p>This is a dataset of six key ecosystem processes related to the functions of nutrient cycling and plant regeneration: dung removal, predation of insect herbivores, seed removal, functional activity of soil invertebrates, bioturbation, decomposition, and multifunctionality. </p> <p><em>The dataset accompanies the following journal article:</em></p> <p><span>Chiew, L. Y., Brodie, J. F., Burslem, D. F. R. P., Reynold, G., Vairappan, C. S., Slade, E. M., 2024. Invertebrate-mediated Ecosystem Processes are Resilient to Disturbance Across a Land-Use Gradient in Borneo.</span> <span>Ecosystems</span></p> <p>This Project was funded under United Nations Development Programme (UNDP): Biodiversity Conservation in Multiple Use Forest Landscapes and the Global Environmental Facility, and co-financed by Sabah Forestry Department, Yayasan Sabah, and WWF.</p>
Replication Package for "On The Impact of Adopting AI Libraries in Open Source Projects. A Large Scale Study"
<p># Replication Package for the Paper: "On The Impact of Adopting AI Libraries in Open Source Projects. A Large Scale Study"</p> <p>This replication package includes the raw data, questionnaire answers, and a Python notebook to reproduce the results detailed in the paper "On The Impact of Adopting AI Libraries in Open Source Projects. A Large Scale Study"</p> <p>## Repository Structure<br>1. **Results:** Contains Excel files with the responses from the 2 human experts and the 5 models and the review of the 3 human reviewers.<br>2. **Tables:** Contains the full Wilcoxon Test Results for H01 and H02 as well as the Anderson Darling test for normality and the Spearmans' Rho.</p> <p>## Replication Process<br>To replicate the results of our study, open the provided Python Notebook in Google Colab and follow the instructions to reproduce the results seamlessly.</p> <p># Instructions for Use<br>To utilize this replicability package, refer to the steps outlined in the notebook file.</p> <p># Remarks<br>If you encounter any issues or have any questions, please get in touch with the paper's authors. We will be glad to assist you!</p>
How Wikimedia projects can assist in language learning
<div>This repo hosts the slides (in .pdf, .odp and .pptx formats) and video (in .webm and .mp4 formats) of a lightning talk at <a href="https://web.archive.org/web/20240501045703/https://engagedscholarship.csuohio.edu/oa/opencon2024/">OpenCon Ohio 2024</a>. The slides are based on a <a title="Engaging with language diversity via the Wikipedia ecosystem" href="https://doi.org/10.5281/zenodo.10725824">presentation</a> given at the Polyglot Gathering Online 2024 on 29 February 2024. Versions of the video are also available <a href="https://commons.wikimedia.org/wiki/File:How_Wikimedia_projects_can_assist_in_language_learning_-_OpenCon_Ohio_2024.webm">on Wikimedia Commons</a> and <a href="https://youtu.be/ANKV4ssp570">on YouTube</a>. A version of the slides is available <a href="https://commons.wikimedia.org/wiki/File:How_Wikimedia_projects_can_assist_in_language_learning_-_OpenCon_Ohio_2024.pdf">on Wikimedia Commons</a> too.</div> <div> </div> <div>Abstract</div> <div> </div> <div>The Wikimedia ecosystem provides ample opportunities to engage with languages. For instance, users can explore linguistic information and acquire, practice, refresh or contribute language skills, all in a collaborative atmosphere and with lots of possibilities to customize the experience. The focus can be on a single language, on a group of languages or on cross-linguistic matters more generally, with a wide range of options regarding the subject matter (e.g. flowers, disasters or architecture) as well as the wiki (e.g. Bengali Wikisource or Polish Wiktionary or multilingual Wikidata). This contribution will provide a set of examples from dozens of languages and materials ranging from ancient scripts to games and scientific articles, from reading and writing via grammar to listening and speaking, from etymology to world literature and comparative linguistics.</div> <div> </div> <div>Learning Outcomes:</div> <ol> <li>overview of ways in which Wikimedia projects can facilitate language learning </li> <li>incorporate Wikimedia projects more specifically in their language learning or teaching</li> <li>leverage tools to enhance the language learning experience on Wikimedia platforms</li> </ol>
Corpus of Literature: Approaches to teaching software project management: a systematic literature review
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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research 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.
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.
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.
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.
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.