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zenodo24/100

Figure 4 from: McCormack R (2014) The eastern swamp crayfish Gramastacus lacus sp. n. (Decapoda, Parastacidae) a new species of freshwater crayfish from coastal New South Wales, Australia. ZooKeys 398: 53-67. https://doi.org/10.3897/zookeys.398.7544

Figure 4 - Distribution map. Records of population sites.

opencc-by-4.0Apr 2014View details →
zenodo24/100

Figure 1 from: McCormack R (2014) The eastern swamp crayfish Gramastacus lacus sp. n. (Decapoda, Parastacidae) a new species of freshwater crayfish from coastal New South Wales, Australia. ZooKeys 398: 53-67. https://doi.org/10.3897/zookeys.398.7544

Figure 1 - The eastern swamp crayfish Gramastacus lacus sp. n.

opencc-by-4.0Apr 2014View details →
zenodo24/100

Coordinates for pairs of neighbouring MODIS pixels containing dense and sparse land cover in New South Wales, Australia

<p>This data set relates to detecting changes in areas of native forest in New South Wales, Australia. Under the Australian government Emissions Reduction Fund (ERF) initiative, land owners are able to generate Australian carbon credit units (ACCUs) in exchange for preventing deforestation of native forest for which a clearing permit has previously been issued. To be eligible the native forest must have at least 20\% canopy coverage with tree height greater than two meters. At the commencement of a project an extensive audit is undertaken by an accredited third party and estimates made of the appropriate number of credits to be allocated throughout the project. A number of subsequent audits are also required to ensure compliance throughout the project lifetime. Projects have a permanence period of either 25 or 100 years. During this time period no clearing, with the exception of minimal thinning (&lt; 5 %), is permitted.</p> <p>At the time of writing there are approximately 400 vegetation projects underway in Australia. A system of automated change alarms based on remotely sensed time series has the potential to significantly reduce the auditing workload and target it to locations where the forest cover has changed and the&nbsp; project may require reassessment. Continuous monitoring is also important to guarantee the integrity of the carbon credit units in circulation.The region considered occupies the western plains of the state of New South Wales. This is an arid region with the majority of land cover characterized by small shrubs. The forested regions protected under the ERF are majority free standing Eucalyptus trees. The western plains also experiences very low cloud cover making it another ideal location for passive remove sensing.</p> <p>This data set was created with the intention that it will also be the subject of future studies. Due to the comparative scarcity of actual land cover change in this region the data set was created for the purpose of synthesizing realistic change time series. D=997 MODIS pixels were identified within regions currently assigned to a project which is currently earning carbon credits in exchange for avoided deforestation. These time series span the years of 2008 to 2018. For each pixel a corresponding pair was identified using high resolution imagery provided by Google Earth, DigitalGlobe. The pair was selected such that it is closely located and contains a similar type of land cover but at a lower density. Using this approach it is possible to generate a synthetic change time series by blending between the two while reducing any possible changes in geology, flora, aspect or climate that might occur over a large distance. Blending between high and low density aims to simulate gradual deforestation over the area of the pixel.</p>

opencc-by-4.0Dec 2018View details →
zenodo24/100

A subsection of England and Wales EPC households, joined with PPD data, used for simulation modelling

<p>If you want to give feedback on this dataset, or wish to request it in another form (e.g csv), please fill out this survey <a href="https://docs.google.com/forms/d/e/1FAIpQLSfqCAoQt4AzuGH8Th5tJjnkGP956Fgc6O8T6wJaM7Nhd_nRdg/viewform?usp=pp_url&amp;entry.1276408097=10.5281/zenodo.7322967">here</a>. We are a not-for-profit research organisation keen to see how others use our open models and tools, so all feedback is appreciated! It&#39;s a short form that takes 5 minutes to complete.&nbsp;</p> <p><strong>Important Note: Before downloading this dataset, please read the License and Software Attribution section at the bottom.</strong></p> <p>This dataset aligns with the work published in Centre for Net Zero&#39;s report &quot;Hitting the Target&quot;. In this work, we simulate a range of interventions to model the situations in which we believe the UK will meet its 600,000 heat pump installation per year target by 2028. For full modelling assumptions and findings, read our <a href="https://www.centrefornetzero.org/res/hitting-the-target/">report on our website</a>.</p> <p>The code for running our simulation is open source <a href="https://github.com/centrefornetzero/domestic-heating-abm">here</a>.</p> <p>This dataset contains over 9&nbsp;million households that have been address matched between Energy Performance Certificates (EPC) data and Price Paid Data (PPD). The code for our address matching is <a href="https://github.com/centrefornetzero/epc-ppd-address-matching">here</a>. Since these datasets are Open Government License (OGL), this dataset is too. We basically model specific columns from various datasets, as set out in our methodology section in our report, to simplify and clean up this dataset for academic use.&nbsp;License information is also available in the appendix of our report above.</p> <p>The EPC data loaders can be found <a href="https://github.com/centrefornetzero/epc-england-wales-parquet">here</a>&nbsp;(the data is <a href="https://epc.opendatacommunities.org/">here</a>) and the rest of the schemas and data download locations can be found <a href="https://github.com/centrefornetzero/bigquery-schemas">here</a>.</p> <p>Note that this dataset is not regularly maintained or updated. It is correct as of January 2022.&nbsp;The data was&nbsp;curated and tested using dbt&nbsp;via&nbsp;<a href="https://github.com/centrefornetzero/domestic-heating-data">this Github repository</a>&nbsp;and would be simple to rerun on the latest data.</p> <p>The schema / data dictionary&nbsp;for this data can be found <a href="https://github.com/centrefornetzero/domestic-heating-data/blob/main/cnz/models/marts/domestic_heating/domestic_heating.yml#L5">here</a>.</p> <p>Our recommended way of loading this data is in Python. After downloading all &quot;parts&quot; of the dataset to a folder. You can run:</p> <p>```</p> <p>import pandas as pd</p> <p>data = pd.read_parquet(&quot;path/to/data/folder/&quot;)</p> <p>```</p> <p>&nbsp;</p> <p><strong>Licenses and software attribution</strong>:</p> <p><em>For EPC, PPD and UK House Price Index data</em>:</p> <p>For the EPC data, we are permitted to republish this providing we mention that all researchers who download this dataset follow <a href="https://epc.opendatacommunities.org/docs/copyright">these copyright restrictions</a>. We <strong>do not explicitly release any Royal Mail address data</strong>, instead we use these fields to generate a pseudonymised &quot;address_cluster_id&quot; which reflects a unique combination of the address lines and postcodes, as well as other metadata. When viewing <a href="https://ico.org.uk/for-organisations/guide-to-data-protection/guide-to-the-general-data-protection-regulation-gdpr/what-is-personal-data/what-is-personal-data/">ICO and GDPR guidelines</a>, this still counts as personal data, but we have gone to measures to pseudonymise as much as possible to fulfil our obligations as a data processor.&nbsp;You <strong>must read this carefully before downloading the data</strong>, and ensure that you are using it for the research purposes as determined by this copyright notice.</p> <p>Contains HM Land Registry data &copy; Crown copyright and database right 2021. This data is licensed under the Open Government Licence v3.0.</p> <p>Contains OS data &copy; Crown copyright and database right 2022.</p> <p>Contains Office for National Statistics data licensed under the Open Government Licence v.3.0.</p> <p>The OGL v3.0 license states that we are free to:</p> <ul> <li>copy,&nbsp;publish, distribute and transmit the Information;</li> <li>adapt the Information;</li> <li>exploit the Information commercially and non-commercially for example, by combining it with other Information, or by including it in your own product or application.</li> </ul> <p>However we must (where we do any of the above):</p> <ul> <li>acknowledge the source of the Information in your product or application by including or linking to any attribution statement specified by the Information Provider(s)&nbsp;and, where possible, provide a link to this licence;</li> </ul> <p>You can see more information <a href="https://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/">here</a>.</p> <p><em>For XOServe Off Gas Postcodes</em>:</p> <p>This dataset has been released openly for all uses <a href="https://www.cse.org.uk/projects/view/1259#GB_postcodes_off_the_mains_gas_grid">here</a>.</p> <p><em>For the address matching:</em></p> <p>GNU Parallel: O. Tange (2018): GNU Parallel 2018, March 2018, https://doi.org/10.5281/zenodo.1146014</p>

openogl-uk-3.0May 2022View details →
zenodo24/100

Dolforwyn Castle, Powys, Wales, UK

Model created in Agisoft Photoscan Standard from jpeg photos taken with a DJI Phantom 4 drone. The mesh was created at medium quality with sky, people and intervening trees masked out. Dolforwyn Castle (Castell Dolforwyn) is a Welsh medieval castle above the village of Abermule in Powys. The fortification was established by Llywelyn ap Grufydd, Prince of Gwynedd, in the late 13th century. It is sited on a wooded ridge commanding excellent views of the upper Severn Valley. The castle was besieged by the English and fell in April 1277. It was occupied until the late 1370's then abandoned. Source: Objaverse 1.0 / Sketchfab

opencc-byApr 2016View details →
zenodo24/100

Eastern Arch - Avon Dam, Avon, New South Wales

Remarkable for its Egyptian inspired architecture and landscaping, a visit to Avon Dam is like stepping back in time. Massive stone gateways guard the entrance to the dam wall, and the grounds resemble an Egyptian oasis. Avon is one of four dams that make up the Upper Nepean water supply scheme south of Sydney on the Illawarra Plateau. - Water NSW Source: Objaverse 1.0 / Sketchfab

opencc-byJul 2022View details →
zenodo24/100

Grave & Statue, Llandaff Cathedral, Wales

Grave site of Jane Marment, died 1910 and husband Charles Philip Marment who died 1942, and Charles' second wife Contance Evelyn, dies 1958. The grave site is one of the most elaborate in Llandaff Cathedral graveyard. Charles P Marment founded a succesful clothing and retail business in Cardiff. (This digital twin statue created using money from Arts Council Wales's Cultural Recovery fund) Source: Objaverse 1.0 / Sketchfab

opencc-byMar 2021View details →
ClinicalTrials.gov24/100

Prince of Wales Hospital Structural Heart Registry

ClinicalTrials.gov study NCT07020286. IPD Sharing: NO. Countries: 1. Publications: 0.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov24/100

Collection of Coronavirus COVID-19 Outbreak Samples in New South Wales

ClinicalTrials.gov study NCT04383652. IPD Sharing: NO. Countries: 1. Publications: 0.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov24/100

Fuzzy Wale Compression Stockinet to Promote Healing Following Transtibial Amputation for Peripheral Arterial Disease

ClinicalTrials.gov study NCT06308562. IPD Sharing: NO. Countries: 1. Publications: 0.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov24/100

Prevalence and Outcome of Acute Hypoxemic Respiratory Failure in Wales

ClinicalTrials.gov study NCT03358043. IPD Sharing: UNDECIDED. Countries: 1. Publications: 0.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov24/100

Wales Electronic Cohort for Children

ClinicalTrials.gov study NCT01136681. IPD Sharing: Not stated. Countries: 1. Publications: 0.

restrictedIPD-UNDECIDEDFeb 2026View details →
zenodo20/100

Subspecies and Distribution. R m. megaphyllus J. E. Gray, 1834 - SE Australia (E New South Wales and E Victoria). R m. fallaxK. Andersen, 1906 - W to SE New Guinea and D'Entrecasteaux Is (Goodenough). R m. igniferG. M. Allen, 1933 - NE Australia (E Queensland and Prince ofWales and Fraser Is). R m. monachus K. Andersen, 1905 - Louisiade Archipelago (Woodlark and Misima). R m. vandeuseni Koopman, 1982 - Bismarck Archipelago (New Ireland, Lihir, and New Britain). in Rhinolophidae

Subspecies and Distribution. R m. megaphyllus J. E. Gray, 1834 - SE Australia (E New South Wales and E Victoria). R m. fallaxK. Andersen, 1906 - W to SE New Guinea and D'Entrecasteaux Is (Goodenough). R m. igniferG. M. Allen, 1933 - NE Australia (E Queensland and Prince ofWales and Fraser Is). R m. monachus K. Andersen, 1905 - Louisiade Archipelago (Woodlark and Misima). R m. vandeuseni Koopman, 1982 - Bismarck Archipelago (New Ireland, Lihir, and New Britain).

opennotspecifiedOct 2019View details →
zenodo20/100

Fig. 12. Pillara coolahensis n in The "Striped" Group of Stiphidiid Spiders: Two New Genera from Northeastern New South Wales, Australia (Araneae: Stiphidiidae: Amaurobioidea)

Fig. 12. Pillara coolahensis n.sp. (a,b) male palp (KS75016): (a) ventral, (b) retrolateral. (c–d) Femaleepigynum: (c) ventral (KS75020), (d) dorsal-internalgenitalia (KS75025). Scale lines 0.5 mm.

opennotspecifiedApr 2004View details →
zenodo20/100

Fig. 2. Borraladorrigo n in The "Striped" Group of Stiphidiid Spiders: Two New Genera from Northeastern New South Wales, Australia (Araneae: Stiphidiidae: Amaurobioidea)

Fig. 2. Borraladorrigo n.sp. (a–g) sensilla and claws, female KS60712, leg I: (a) tarsus, dorsal, hair types and tarsal organ; (b) metatarsus, dorsal, hair types; (c) tarsal claws and toothed hairs; (d) toothed hair and tarsal claw teeth; (e) tarsus, ventral, hair types; (f) trichobothrium base; (g) tarsal organ.

opennotspecifiedApr 2004View details →
zenodo20/100

Fig. 7. Borrala webbi n in The "Striped" Group of Stiphidiid Spiders: Two New Genera from Northeastern New South Wales, Australia (Araneae: Stiphidiidae: Amaurobioidea)

Fig. 7. Borrala webbi n.sp. (a,b) Malepalp (KS43507): (a) ventral, (b) retrolateral. Scale line 0.5 mm.

opennotspecifiedApr 2004View details →
zenodo20/100

Distribution. Borneo, Sulawesi, Moluccas (Bacan, Seram, and Ambon Is), Aru Is, New Guinea (including Waigeo I), Admiralty Is (Manus I), Bismarck Archipelago (New Britain I), Louisiade Archipelago (Trobriand and Woodlark Is), Solomon Is, Vanuatu, New Caledonia (including Loyalty Is), and E coast of Australia from Cape York to N New South Wales (including Possession, Magnetic, and Bribie Is). in Miniopteridae

Distribution. Borneo, Sulawesi, Moluccas (Bacan, Seram, and Ambon Is), Aru Is, New Guinea (including Waigeo I), Admiralty Is (Manus I), Bismarck Archipelago (New Britain I), Louisiade Archipelago (Trobriand and Woodlark Is), Solomon Is, Vanuatu, New Caledonia (including Loyalty Is), and E coast of Australia from Cape York to N New South Wales (including Possession, Magnetic, and Bribie Is).

opennotspecifiedOct 2019View details →
zenodo20/100

Subspecies and Distribution. C.n.nanusDesmarest,1818—TasmaniaandBassStraitIs(KingandFlinders). C. n. unicolor Krefft, 1863 — mainland Australia, from the Queensland/New South Wales border down the E coast through S Victoria to SE South Australia. in Burramyidae

Subspecies and Distribution. C.n.nanusDesmarest,1818—TasmaniaandBassStraitIs(KingandFlinders). C. n. unicolor Krefft, 1863 — mainland Australia, from the Queensland/New South Wales border down the E coast through S Victoria to SE South Australia.

opennotspecifiedJun 2015View details →
zenodo20/100

Der Prinz von Wales, Eduard Albert

<u>Source</u>: Europeana <br><u>4DCity URL</u>: <a href="https://4dcity.org/imgupload/1653128167.0643.jpg">https://4dcity.org/imgupload/1653128167.0643.jpg</a> <br><u>Original Image URL</u>: <a href="https://api.europeana.eu/thumbnail/v2/url.json?uri=http%3A%2F%2Fcontent.staatsbibliothek-berlin.de%2Fdms%2FPPN757406289%2F1200%2F0%2F00000001.jpg&amp;type=IMAGE">https://api.europeana.eu/thumbnail/v2/url.json?uri=http%3A%2F%2Fcontent.staatsbibliothek-berlin.de%2Fdms%2FPPN757406289%2F1200%2F0%2F00000001.jpg&amp;type=IMAGE</a> <br><br><u>Image-Metadata:</u><br>Filename: 1653128167.0643.jpg<br>Image Dimensions: 400x546<br>Megapixels: 0.22 MP<br>Filesize: 32.13 KB<br>

restrictedMay 2022View details →
zenodo20/100

FIGURE 1 in A new species of Dinotoperla Tillyard, 1921 from the Shoalhaven Catchment, New South Wales, Australia (Plecoptera: Gripopterygidae)

FIGURE 1. Neighbour-joining tree of COI5' fragment using Tamura-Nei model of evolution, pairwise deletion, homogeneous lineage and 2000 bootstrap pseudoreplicates. Values below 75 are not shown on tree.

opennotspecifiedJan 2019View 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