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zenodo32/100

Analysis of references in the IPCC AR6 WG2 Report of 2022

<p>This repository contains data on 17,419&nbsp;DOIs cited in the&nbsp;<a href="https://www.ipcc.ch/report/ar6/wg2/">IPCC Working Group 2 contribution to the Sixth Assessment Report</a>, and the code to link them to the dataset built at the Curtin Open Knowledge Initiative (COKI).</p> <p>References were extracted from the report&#39;s PDFs (downloaded 2022-03-01) via&nbsp;<a href="https://www.scholarcy.com/">Scholarcy</a>&nbsp;and exported as RIS and BibTeX files. DOI strings were identified from RIS files by pattern matching and saved as CSV file. The list of DOIs for each chapter and cross chapter paper was processed using a custom Python script to generate a pandas DataFrame which was saved as CSV file and uploaded to Google Big Query.</p> <p>We used the main object table of the Academic Observatory, which combines information from Crossref, Unpaywall, Microsoft Academic, Open Citations, the Research Organization Registry and Geonames to enrich the DOIs with bibliographic information, affiliations, and open access status. A custom query was used to join and format the data and the resulting table was visualised in a Google DataStudio dashboard.<br> <br> This version of the repository also includes the set of DOIs from references in the <a href="https://www.ipcc.ch/report/ar6/wg1/">IPCC Working Group 1 contribution to the Sixth Assessment Report</a>&nbsp;as extracted by Alexis-Michel Mugabushaka and shared on Zenodo: <a href="https://doi.org/10.5281/zenodo.5475442">https://doi.org/10.5281/zenodo.5475442</a> (CC-BY)</p> <p>A brief descriptive analysis was provided as a <a href="https://openknowledge.community/tracking-climate-change-openaccess/">blogpost on the COKI website</a>.</p> <p><strong>The repository contains the following content:</strong></p> <p>Data:</p> <ul> <li><strong>data/scholarcy/RIS/</strong>&nbsp;- extracted references as RIS files</li> <li><strong>data/scholarcy/BibTeX/</strong>&nbsp;- extracted references as BibTeX files</li> <li><strong>IPCC_AR6_WGII_dois.csv</strong>&nbsp;- list of DOIs</li> <li><strong>data/10.5281_zenodo.5475442/</strong> - references from IPCC AR6 WG1 report</li> </ul> <p>Processing:</p> <ul> <li><strong>preprocessing.R</strong>&nbsp;- preprocessing steps for identifying and cleaning DOIs</li> <li><strong>process.py</strong>&nbsp;- Python script for transforming data and linking to COKI data through Google Big Query</li> </ul> <p>Outcomes:</p> <ul> <li><a href="https://console.cloud.google.com/bigquery?project=utrecht-university&amp;ws=!1m23!1m3!8m2!1s145441926252!2sd59dfac7972a45f8a2f5ee4ac866c34d!1m4!4m3!1sacademic-observatory!2sobservatory!3sdoi20220226!1m4!4m3!1sutrecht-university!2sipcc_ar6!3sdoi_table!1m3!3m2!1sutrecht-university!2sipcc_ar6!1m4!4m3!1sutrecht-university!2sipcc_ar6!3sipcc_ar6_dois&amp;d=ipcc_ar6&amp;p=utrecht-university&amp;page=table&amp;t=doi_table&amp;pli=1&amp;authuser=1">Dataset on BigQuery</a>&nbsp;- requires a google account for access and bigquery account for querying</li> <li><a href="https://datastudio.google.com/s/vZN2zLr9wS4">Data Studio Dashboard</a>&nbsp;- interactive analysis of the generated data</li> <li><a href="https://www.zotero.org/groups/4614109">Zotero library</a> of references extracted via Scholarcy</li> <li><strong>PDF version of blogpost</strong></li> </ul> <p><strong>Note on licenses:</strong>&nbsp;<br> Data are made available under&nbsp;<a href="https://creativecommons.org/publicdomain/zero/1.0/">CC0</a>&nbsp;(with the exception of WG1 reference data, which have been shared under <a href="https://creativecommons.org/licenses/by/4.0/legalcode">CC-BY 4.0</a>)<br> Code is made available under&nbsp;<a href="http://www.apache.org/licenses/">Apache License 2.0</a></p>

opencc-pddcMar 2022View details →
zenodo32/100

Figure 2. Habitus, dorsal view. A, Female Breda lubomirskii. B in First report of Eustiromastix spinipes (Taczanowski 1872) (Araneae: Salticidae: Saltafresia) from Colombia, with new salticid records for the Department of Córdoba

Figure 2. Habitus, dorsal view. A, Female Breda lubomirskii. B, Male Tanybelus

opencc-by-nd-4.0Jun 2021View details →
zenodo32/100

On Reporting Performance and Accuracy Bugs for Deep Learning Frameworks: An Exploratory Study from GitHub

<p>This repository aims to store the dataset of performance and accuracy bug reports, which belongs to&nbsp;<em>&quot;On Reporting Performance and Accuracy Bugs for Deep Learning Frameworks: An Exploratory Study from GitHub&quot;</em></p>

opencc-by-4.0Apr 2022View details →
zenodo32/100

FIGURE 4. A in Report of deep-sea epibiont ciliates (Ciliophora) from more than 1000 m depth of the Arabian Sea, Indian Ocean

FIGURE 4. A. Trematosoma rotunda (Allgén, 1952) on nematode host; B–D. Brachyosoma sp. on ostracod host; 1—trophont of Brachyosoma sp., 2—vermiform suctorian swarmer.

opennotspecifiedMar 2022View details →
zenodo32/100

FIGURE 3. A–B in Report of deep-sea epibiont ciliates (Ciliophora) from more than 1000 m depth of the Arabian Sea, Indian Ocean

FIGURE 3. A–B. Loricophrya cf. stresemanni (Allgén, 1951) on nematode body; C–D. Acinetides gruberi Curds, 1985 on nematode; E–F. Trematosoma rotunda (Allgén, 1952) on nematode.

opennotspecifiedMar 2022View details →
zenodo32/100

FIGURE 2. A–B in Report of deep-sea epibiont ciliates (Ciliophora) from more than 1000 m depth of the Arabian Sea, Indian Ocean

FIGURE 2. A–B. Thecacineta calix (Schroder, 1907) on nematode body; C–D. Actinocyathula homari (Sand, 1899) on nematode body; E–F. Loricophrya bosporica Sergeeva &amp; Dovgal, 2016 on nematode body.

opennotspecifiedMar 2022View details →
zenodo32/100

Distribution. Armenia and NW & WC Iran; possibly also Turkey and Azerbaijan, although no specimens have been reported from either country. in Vespertilionidae

Distribution. Armenia and NW &amp; WC Iran; possibly also Turkey and Azerbaijan, although no specimens have been reported from either country.

opennotspecifiedOct 2019View details →
zenodo32/100

Distribution. Known only from three localities in E Uzbekistan and SW Tajikistan. Erroneously reported from Afghanistan. in Vespertilionidae

Distribution. Known only from three localities in E Uzbekistan and SW Tajikistan. Erroneously reported from Afghanistan.

opennotspecifiedOct 2019View details →
zenodo32/100

Distribution. Philippines (Luzon, Busuanga I in the Calamian Group, Maripipi, Biliran, Leyte, and Negros) and Sulawesi. Specimen from Mt Kitanglad (Mindanao) is of uncertain identity. Also reported from Palawan I but this needs confirmation. in Vespertilionidae

Distribution. Philippines (Luzon, Busuanga I in the Calamian Group, Maripipi, Biliran, Leyte, and Negros) and Sulawesi. Specimen from Mt Kitanglad (Mindanao) is of uncertain identity. Also reported from Palawan I but this needs confirmation.

opennotspecifiedOct 2019View details →
zenodo32/100

Transformed raw data and R scripts for the paper Problem reports and team maturity in agile automotive software development published at CHASE2022

<p>Transformed raw data and R scripts for the paper Problem reports and team maturity in agile automotive software development published at CHASE2022</p> <p>15th International Conference on Cooperative and Human Aspects of Software Engineering, May 21&ndash;22, 2022, Pittsburgh, PA, USA}&acute;</p>

opencc-by-4.0Mar 2022View details →
zenodo32/100

Distribution. Patchily distributed from SW USA (SE Nevada, S Utah, and S Colorado) to S Mexico, the Greater Antilles (Cuba, Jamaica, and Hispaniola), and South America in Colombia, Venezuela, Guyana, Suriname, Brazil, Ecuador, Peru, Bolivia, Paraguay, Uruguay, and N Argentina; it probably also occurs in French Guiana. Extralimital records are reported as far N as SW Canada (British Columbia). in Molossidae

Distribution. Patchily distributed from SW USA (SE Nevada, S Utah, and S Colorado) to S Mexico, the Greater Antilles (Cuba, Jamaica, and Hispaniola), and South America in Colombia, Venezuela, Guyana, Suriname, Brazil, Ecuador, Peru, Bolivia, Paraguay, Uruguay, and N Argentina; it probably also occurs in French Guiana. Extralimital records are reported as far N as SW Canada (British Columbia).

opennotspecifiedOct 2019View details →
zenodo32/100

Distribution. Confirmed from NW Africa, the Sahel, and Nile Valley, E through the Middle East and WArabia to NW& C India (E to E Madhya Pradesh, 80° E); with possible distribution spots in E & SE India (indicated byfour mostlyhistorical records). Reportedly common in Bangladesh (yet disproved by recent reports) and retained on species lists of Myanmar, Thailand, and Sumatra without being supported by anyrecent record. in Rhinopomatidae

Distribution. Confirmed from NW Africa, the Sahel, and Nile Valley, E through the Middle East and WArabia to NW&amp; C India (E to E Madhya Pradesh, 80° E); with possible distribution spots in E &amp; SE India (indicated byfour mostlyhistorical records). Reportedly common in Bangladesh (yet disproved by recent reports) and retained on species lists of Myanmar, Thailand, and Sumatra without being supported by anyrecent record.

opennotspecifiedOct 2019View details →
zenodo32/100

Subspecies and Distribution. L.f.fronsÉ.GeoffroySaint-Hilaire,1810SenegalandGambiaEtoNigeria,Cam-eroon,andCentralAfricanRepublic,andStoSWRepublicoftheCongo. L.f.affinisK.Andersen&Wroughton,1907-Chad,Sudan,SouthSudan,NUganda,andextremeNEDR(longo. L. f.rex G. S. Miller, 1905 -Eritrea, Ethiopia, and Somalia S through E DR Congo, Kenya, and Tanzania (including Unguja l in Zanzibar Archipelago) to N Zambia and N Malawi. A published report from Namibia is considered an error. in Megadermatidae

Subspecies and Distribution. L.f.fronsÉ.GeoffroySaint-Hilaire,1810SenegalandGambiaEtoNigeria,Cam-eroon,andCentralAfricanRepublic,andStoSWRepublicoftheCongo. L.f.affinisK.Andersen&amp;Wroughton,1907-Chad,Sudan,SouthSudan,NUganda,andextremeNEDR(longo. L. f.rex G. S. Miller, 1905 -Eritrea, Ethiopia, and Somalia S through E DR Congo, Kenya, and Tanzania (including Unguja l in Zanzibar Archipelago) to N Zambia and N Malawi. A published report from Namibia is considered an error.

opennotspecifiedOct 2019View details →
zenodo32/100

PLATE II in First report of the female Acanthogryllus asiaticus Gorochov, 1990 (Orthoptera: Gryllidae: Gryllinae) from India and updated description of two crickets of Gryllini

PLATE II (a). A. asiaticus ♂ (1-3): 1. Male (a. maxillary palpus); 2. Head &amp; pronotum dorsal view; 3. Tegmina; A. asiaticus ♀ (4-5): 4. Female; 5. Ovipositor view (dorsal-ventral-lateral)

opennotspecifiedApr 2022View details →
zenodo32/100

PLATE III (b). D. depressiceps ♂ (10-12) View of genitalia: 10. Dorsal; 11. Ventral; 12. Lateral; D. depressiceps ♀ (13-16): 13. Female; 14-15. Ovipositor view: 14. Dorsal; 15. Ventral; 16. Lateral in First report of the female Acanthogryllus asiaticus Gorochov, 1990 (Orthoptera: Gryllidae: Gryllinae) from India and updated description of two crickets of Gryllini

PLATE III (b). D. depressiceps ♂ (10-12) View of genitalia: 10. Dorsal; 11. Ventral; 12. Lateral; D. depressiceps ♀ (13-16): 13. Female; 14-15. Ovipositor view: 14. Dorsal; 15. Ventral; 16. Lateral

opennotspecifiedApr 2022View details →
zenodo32/100

PLATE I in First report of the female Acanthogryllus asiaticus Gorochov, 1990 (Orthoptera: Gryllidae: Gryllinae) from India and updated description of two crickets of Gryllini

PLATE I (a). V. (V.) raychaudhurii ♂ (1-5): 1. Male; 2. Head &amp; pronotum dorsal view; 3. Tegmina; 4. Supra anal plate; 5. Subgenital plate

opennotspecifiedApr 2022View details →
zenodo32/100

PLATE II in First report of the female Acanthogryllus asiaticus Gorochov, 1990 (Orthoptera: Gryllidae: Gryllinae) from India and updated description of two crickets of Gryllini

PLATE II (b). A. asiaticus ♂ (6-10) Genitalia: 6. Supra anal plate; 7. Subgenital plate, 8. Dorsal view; 9. Ventral view; 10. Lateral view

opennotspecifiedApr 2022View details →
zenodo32/100

Measurement report: On the contribution of long-distance transport to the secondary aerosol formation and aging

<p>(1) Chemical composition of PM2.5 in four transport sectors.<br> (2) Time series of organic aerosol factors resolved by PMF&amp;ME-2 in four transport sectors.<br> (3) Meteorological data corresponded to the ACSM and PMF&amp;ME-2 data.<br> (4) f44 and f43 ratio in four transport sectors.</p>

opencc-by-4.0Apr 2022View details →
zenodo32/100

FIGURE 5 in First report of a cricket with filiform hairs on foretibia (Orthoptera: Gryllidae Gryllinae)

FIGURE 5. Fodigryllus bisetus sp. nov. A, genitalia in dorsal view; B, ventral view; C, lateral view (Scale bar= 0.5mm).

opennotspecifiedApr 2022View details →
zenodo32/100

FIGURE 4 in First report of a cricket with filiform hairs on foretibia (Orthoptera: Gryllidae Gryllinae)

FIGURE 4. Fodigryllus bisetus sp. nov. A, foretibia from outer side; B, foretibia from inner side; C, foretibiae from front side (Scale bar= 1mm).

opennotspecifiedApr 2022View details →

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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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