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511 results for “128”
InSAR stack of Fernandina volcano in Galápagos, Ecuador from Sentinel-1 descending track 128 processed with ISCE2/topsStack
<p>A stack of unwrapped interferograms on Fernandina volcano, Galápagos, Ecuador</p> <p>Sensor: Sentinel-1descending track 128</p> <p>Processor: ISCE/topsStack</p> <p>Tropospheric delay estimated from ERA-5 using PyAPS is attached.</p> <p>This is an input dataset for the time series analysis with <a href="https://github.com/insarlab/MintPy/">MintPy</a>.</p> <p><strong>Version 1.x (~750 MB)</strong><br> Time: 2014.12.13 - 2018.06.19 (98 acquisitions, 288 interferograms)</p> <p><strong>Version 0.1 (~280 MB; for fast testing of code development)</strong><br> Time: 2014.12.13 - 2016.05..24 (36 acquisitions, 102 interferograms)</p>
[MedMNIST+] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification with Multiple Size Options: 28 (MNIST-Like), 64, 128, and 224
<h2><strong>Code</strong> [<a href="https://github.com/MedMNIST/MedMNIST" target="_blank" rel="noopener">GitHub</a>] | <strong>Publication</strong> [<a href="https://doi.org/10.1038/s41597-022-01721-8" target="_blank" rel="noopener">Nature Scientific Data'23</a> / <a href="https://doi.org/10.1109/ISBI48211.2021.9434062" target="_blank" rel="noopener">ISBI'21</a>] | <strong>Preprint</strong> [<a href="https://arxiv.org/abs/2110.14795" target="_blank" rel="noopener">arXiv</a>]</h2> <p> </p> <p><strong>Abstract</strong></p> <p>We introduce MedMNIST, a large-scale MNIST-like collection of standardized biomedical images, including 12 datasets for 2D and 6 datasets for 3D. All images are pre-processed into 28x28 (2D) or 28x28x28 (3D) with the corresponding classification labels, so that no background knowledge is required for users. Covering primary data modalities in biomedical images, MedMNIST is designed to perform classification on lightweight 2D and 3D images with various data scales (from 100 to 100,000) and diverse tasks (binary/multi-class, ordinal regression and multi-label). The resulting dataset, consisting of approximately 708K 2D images and 10K 3D images in total, could support numerous research and educational purposes in biomedical image analysis, computer vision and machine learning. We benchmark several baseline methods on MedMNIST, including 2D / 3D neural networks and open-source / commercial AutoML tools. The data and code are publicly available at <a href="https://medmnist.com/">https://medmnist.com/</a>.</p> <p><em><strong>Disclaimer</strong></em>: The only official distribution link for the MedMNIST dataset is <a href="https://doi.org/10.5281/zenodo.10519652">Zenodo</a>. We kindly request users to refer to this original dataset link for accurate and up-to-date data.</p> <p><strong><em>Update</em>:</strong> We are thrilled to release <a href="https://github.com/MedMNIST/MedMNIST/blob/main/on_medmnist_plus.md">MedMNIST+</a> with larger sizes: 64x64, 128x128, and 224x224 for 2D, and 64x64x64 for 3D. As a complement to the previous 28-size MedMNIST, the large-size version could serve as a standardized benchmark for medical foundation models. Install the latest API to try it out!</p> <p> </p> <p><strong>Python Usage</strong></p> <p>We recommend our official <a href="https://github.com/MedMNIST/MedMNIST">code</a> to download, parse and use the MedMNIST dataset:</p> <blockquote> <pre>% pip install medmnist<br>% python</pre> <div> <div>To use the standard 28-size (MNIST-like) version utilizing the downloaded files:</div> <br> <div>>>> from medmnist import PathMNIST</div> <div>>>> train_dataset = PathMNIST(split="train")</div> <br> <div>To enable automatic downloading by setting `download=True`:</div> <br> <div>>>> from medmnist import NoduleMNIST3D</div> <div>>>> val_dataset = NoduleMNIST3D(split="val", download=True)</div> <br> <div>Alternatively, you can access MedMNIST+ with larger image sizes by specifying the `size` parameter:</div> <br> <div>>>> from medmnist import ChestMNIST</div> <div>>>> test_dataset = ChestMNIST(split="test", download=True, size=224)</div> </div> </blockquote> <p> </p> <p><strong>Citation</strong></p> <p>If you find this project useful, please cite both v1 and v2 paper as:</p> <blockquote> <p>Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Zhao, Bilian Ke, Hanspeter Pfister, Bingbing Ni. Yang, Jiancheng, et al. "MedMNIST v2-A large-scale lightweight benchmark for 2D and 3D biomedical image classification." Scientific Data, 2023.</p> <p>Jiancheng Yang, Rui Shi, Bingbing Ni. "MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis". IEEE 18th International Symposium on Biomedical Imaging (ISBI), 2021.</p> </blockquote> <p>or using bibtex:</p> <blockquote> <pre>@article{medmnistv2, title={MedMNIST v2-A large-scale lightweight benchmark for 2D and 3D biomedical image classification}, author={Yang, Jiancheng and Shi, Rui and Wei, Donglai and Liu, Zequan and Zhao, Lin and Ke, Bilian and Pfister, Hanspeter and Ni, Bingbing}, journal={Scientific Data}, volume={10}, number={1}, pages={41}, year={2023}, publisher={Nature Publishing Group UK London} } @inproceedings{medmnistv1, title={MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis}, author={Yang, Jiancheng and Shi, Rui and Ni, Bingbing}, booktitle={IEEE 18th International Symposium on Biomedical Imaging (ISBI)}, pages={191--195}, year={2021} }</pre> </blockquote> <p>Please also cite the corresponding paper(s) of source data if you use any subset of MedMNIST as per the description on the <a href="https://medmnist.github.io/">project website</a>.</p> <p> </p> <p><strong>License</strong></p> <p>The MedMNIST dataset is licensed under <em>Creative Commons Attribution 4.0 International</em> (<a href="https://creativecommons.org/licenses/by/4.0/">CC BY 4.0</a>), except DermaMNIST under <em>Creative Commons Attribution-NonCommercial 4.0 International</em> (<a href="https://creativecommons.org/licenses/by-nc/4.0/">CC BY-NC 4.0</a>).</p> <p>The code is under <a href="https://github.com/MedMNIST/MedMNIST/blob/main/LICENSE">Apache-2.0 License</a>.</p> <p> </p> <p><strong>Changelog</strong></p> <p><a href="https://doi.org/10.5281/zenodo.10519652">v3.0</a> (this repository): Released MedMNIST+ featuring larger sizes: 64x64, 128x128, and 224x224 for 2D, and 64x64x64 for 3D.</p> <p><a href="https://doi.org/10.5281/zenodo.10519195">v2.2</a>: Removed a small number of mistakenly included blank samples in OrganAMNIST, OrganCMNIST, OrganSMNIST, OrganMNIST3D, and VesselMNIST3D. </p> <p><a href="https://doi.org/10.5281/zenodo.6496656">v2.1</a>: Addressed an issue in the NoduleMNIST3D file (i.e., nodulemnist3d.npz). Further details can be found in this <a href="https://github.com/MedMNIST/MedMNIST/issues/22#issuecomment-1103438191">issue</a>.</p> <p><a href="https://doi.org/10.5281/zenodo.5208230">v2.0</a>: Launched the initial repository of MedMNIST v2, adding 6 datasets for 3D and 2 for 2D.</p> <p><a href="https://doi.org/10.5281/zenodo.4269852">v1.0</a>: Established the initial repository (in a separate repository) of MedMNIST v1, featuring 10 datasets for 2D.</p> <p> </p> <p><strong>Note</strong>: This dataset is <strong>NOT</strong> intended for clinical use.</p>
Sion 1760 - Building 128 (LoD-1)
<u>Coordinates</u>: N/A <br><u>Length</u>: 6.27 m<br><u>Width</u>: 6.83 m<br><u>Height</u>: 5.44 m<br><u>Vertices</u>: 24 <br><u>Primitives</u>: 12 <br><br> The Length, Width, Height, Vertices and Primitives listed above have been derived directly from the OBJ file.<br><br><u>Main Files:</u><br><table><tbody><tr><th>Filename</th><th>.mtl</th><th>.glb</th><th>.xml</th><th>.obj</th></tr><tr><td><a href="https://zenodo.org/api/records/12693684/files/0___LoD1__id-128_002.glb/content">0___LoD1__id-128_002.glb</a></td><td></td><td><a href="https://zenodo.org/api/records/12693684/files/0___LoD1__id-128_002.glb/content">Link</a></td><td></td><td></td></tr><tr><td><a href="https://zenodo.org/api/records/12693684/files/0___LoD1__id-128_002.mtl/content">0___LoD1__id-128_002.mtl</a></td><td><a href="https://zenodo.org/api/records/12693684/files/0___LoD1__id-128_002.mtl/content">Link</a></td><td></td><td></td><td></td></tr><tr><td><a href="https://zenodo.org/api/records/12693684/files/0___LoD1__id-128_002.obj/content">0___LoD1__id-128_002.obj</a></td><td></td><td></td><td></td><td><a href="https://zenodo.org/api/records/12693684/files/0___LoD1__id-128_002.obj/content">Link</a></td></tr><tr><td><a href="https://zenodo.org/api/records/12693684/files/11251747_metsmods.xml/content">11251747_metsmods.xml</a></td><td></td><td></td><td><a href="https://zenodo.org/api/records/12693684/files/11251747_metsmods.xml/content">Link</a></td><td></td></tr><tr><td><a href="https://zenodo.org/api/records/12693684/files/11251747_edm.xml/content">11251747_edm.xml</a></td><td></td><td></td><td><a href="https://zenodo.org/api/records/12693684/files/11251747_edm.xml/content">Link</a></td><td></td></tr></tbody></table><br><br><u>Thumbnails:</u><br><table><tbody><tr><th>Perspective</th><th>1000x1000</th><th>512x512</th><th>256x256</th><th>128x128</th></tr><tr><td>Perspective 1</td><td><a href="https://zenodo.org/api/records/12693684/files/0___LoD1__id-128_002_perspective_1.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693684/files/0___LoD1__id-128_002_perspective_1_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693684/files/0___LoD1__id-128_002_perspective_1_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693684/files/0___LoD1__id-128_002_perspective_1_128x128.png/content">Link</a></td></tr><tr><td>Perspective 2</td><td><a href="https://zenodo.org/api/records/12693684/files/0___LoD1__id-128_002_perspective_2.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693684/files/0___LoD1__id-128_002_perspective_2_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693684/files/0___LoD1__id-128_002_perspective_2_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693684/files/0___LoD1__id-128_002_perspective_2_128x128.png/content">Link</a></td></tr><tr><td>Perspective 3</td><td><a href="https://zenodo.org/api/records/12693684/files/0___LoD1__id-128_002_perspective_3.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693684/files/0___LoD1__id-128_002_perspective_3_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693684/files/0___LoD1__id-128_002_perspective_3_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693684/files/0___LoD1__id-128_002_perspective_3_128x128.png/content">Link</a></td></tr><tr><td>Perspective 4</td><td><a href="https://zenodo.org/api/records/12693684/files/0___LoD1__id-128_002_perspective_4.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693684/files/0___LoD1__id-128_002_perspective_4_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693684/files/0___LoD1__id-128_002_perspective_4_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693684/files/0___LoD1__id-128_002_perspective_4_128x128.png/content">Link</a></td></tr><tr><td>Perspective Top</td><td><a href="https://zenodo.org/api/records/12693684/files/0___LoD1__id-128_002_perspective_top.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693684/files/0___LoD1__id-128_002_perspective_top_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693684/files/0___LoD1__id-128_002_perspective_top_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693684/files/0___LoD1__id-128_002_perspective_top_128x128.png/content">Link</a></td></tr></tbody></table><br><br><br><u>Changelog</u>: <br> - v<a href="https://doi.org/10.5281/zenodo.11492245">0.0.2</a>: Thumbnails added, Description updated with Link Tables.<br> - v<a href="https://doi.org/10.5281/zenodo.12693684">0.0.3</a>: Added XMLs for Europeana Data Model (EDM) and MetsMods.<br>
Trento 1886 - Building 128
<u>Coordinates</u>: N/A <br><u>Length</u>: 10.19 m<br><u>Width</u>: 15.82 m<br><u>Height</u>: 9.01 m<br><u>Points</u>: 16 <br><u>Vertices</u>: 84 <br><u>Primitives</u>: 28 <br><br><u>Main Files:</u><br><table><tbody><tr><th>Filename</th><th>.glb</th><th>.xml</th><th>.obj</th></tr><tr><td><a href="https://zenodo.org/api/records/12693024/files/building_128.glb/content">building_128.glb</a></td><td><a href="https://zenodo.org/api/records/12693024/files/building_128.glb/content">Link</a></td><td></td><td></td></tr><tr><td><a href="https://zenodo.org/api/records/12693024/files/building_128.obj/content">building_128.obj</a></td><td></td><td></td><td><a href="https://zenodo.org/api/records/12693024/files/building_128.obj/content">Link</a></td></tr><tr><td><a href="https://zenodo.org/api/records/12693024/files/11567009_metsmods.xml/content">11567009_metsmods.xml</a></td><td></td><td><a href="https://zenodo.org/api/records/12693024/files/11567009_metsmods.xml/content">Link</a></td><td></td></tr><tr><td><a href="https://zenodo.org/api/records/12693024/files/11567009_edm.xml/content">11567009_edm.xml</a></td><td></td><td><a href="https://zenodo.org/api/records/12693024/files/11567009_edm.xml/content">Link</a></td><td></td></tr></tbody></table><br><br><u>Thumbnails:</u><br><table><tbody><tr><th>Perspective</th><th>1000x1000</th><th>512x512</th><th>256x256</th><th>128x128</th></tr><tr><td>Perspective 1</td><td><a href="https://zenodo.org/api/records/12693024/files/building_128_perspective_1.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693024/files/building_128_perspective_1_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693024/files/building_128_perspective_1_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693024/files/building_128_perspective_1_128x128.png/content">Link</a></td></tr><tr><td>Perspective 2</td><td><a href="https://zenodo.org/api/records/12693024/files/building_128_perspective_2.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693024/files/building_128_perspective_2_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693024/files/building_128_perspective_2_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693024/files/building_128_perspective_2_128x128.png/content">Link</a></td></tr><tr><td>Perspective 3</td><td><a href="https://zenodo.org/api/records/12693024/files/building_128_perspective_3.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693024/files/building_128_perspective_3_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693024/files/building_128_perspective_3_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693024/files/building_128_perspective_3_128x128.png/content">Link</a></td></tr><tr><td>Perspective 4</td><td><a href="https://zenodo.org/api/records/12693024/files/building_128_perspective_4.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693024/files/building_128_perspective_4_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693024/files/building_128_perspective_4_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693024/files/building_128_perspective_4_128x128.png/content">Link</a></td></tr><tr><td>Perspective Top</td><td><a href="https://zenodo.org/api/records/12693024/files/building_128_perspective_top.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693024/files/building_128_perspective_top_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693024/files/building_128_perspective_top_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12693024/files/building_128_perspective_top_128x128.png/content">Link</a></td></tr></tbody></table><br><br><br><u>Changelog</u>: <br> - v<a href="https://doi.org/10.5281/zenodo.12535233">0.0.2</a>: Thumbnails added, Description updated with Link Tables.<br> - v<a href="https://doi.org/10.5281/zenodo.12693024">0.0.3</a>: Added XMLs for Europeana Data Model (EDM) and MetsMods.<br>
Sion 1640 - Building 128 (LoD-1)
<u>Coordinates</u>: N/A <br><u>Length</u>: 11.57 m<br><u>Width</u>: 17.5 m<br><u>Height</u>: 5.44 m<br><u>Vertices</u>: 24 <br><u>Primitives</u>: 12 <br><br> The Length, Width, Height, Vertices and Primitives listed above have been derived directly from the OBJ file.<br><br><u>Main Files:</u><br><table><tbody><tr><th>Filename</th><th>.mtl</th><th>.glb</th><th>.xml</th><th>.obj</th></tr><tr><td><a href="https://zenodo.org/api/records/12692797/files/0___LoD1__id-128.glb/content">0___LoD1__id-128.glb</a></td><td></td><td><a href="https://zenodo.org/api/records/12692797/files/0___LoD1__id-128.glb/content">Link</a></td><td></td><td></td></tr><tr><td><a href="https://zenodo.org/api/records/12692797/files/0___LoD1__id-128.obj/content">0___LoD1__id-128.obj</a></td><td></td><td></td><td></td><td><a href="https://zenodo.org/api/records/12692797/files/0___LoD1__id-128.obj/content">Link</a></td></tr><tr><td><a href="https://zenodo.org/api/records/12692797/files/0___LoD1__id-128.mtl/content">0___LoD1__id-128.mtl</a></td><td><a href="https://zenodo.org/api/records/12692797/files/0___LoD1__id-128.mtl/content">Link</a></td><td></td><td></td><td></td></tr><tr><td><a href="https://zenodo.org/api/records/12692797/files/11250280_edm.xml/content">11250280_edm.xml</a></td><td></td><td></td><td><a href="https://zenodo.org/api/records/12692797/files/11250280_edm.xml/content">Link</a></td><td></td></tr><tr><td><a href="https://zenodo.org/api/records/12692797/files/11250280_metsmods.xml/content">11250280_metsmods.xml</a></td><td></td><td></td><td><a href="https://zenodo.org/api/records/12692797/files/11250280_metsmods.xml/content">Link</a></td><td></td></tr></tbody></table><br><br><u>Thumbnails:</u><br><table><tbody><tr><th>Perspective</th><th>1000x1000</th><th>512x512</th><th>256x256</th><th>128x128</th></tr><tr><td>Perspective 1</td><td><a href="https://zenodo.org/api/records/12692797/files/0___LoD1__id-128_perspective_1.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12692797/files/0___LoD1__id-128_perspective_1_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12692797/files/0___LoD1__id-128_perspective_1_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12692797/files/0___LoD1__id-128_perspective_1_128x128.png/content">Link</a></td></tr><tr><td>Perspective 2</td><td><a href="https://zenodo.org/api/records/12692797/files/0___LoD1__id-128_perspective_2.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12692797/files/0___LoD1__id-128_perspective_2_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12692797/files/0___LoD1__id-128_perspective_2_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12692797/files/0___LoD1__id-128_perspective_2_128x128.png/content">Link</a></td></tr><tr><td>Perspective 3</td><td><a href="https://zenodo.org/api/records/12692797/files/0___LoD1__id-128_perspective_3.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12692797/files/0___LoD1__id-128_perspective_3_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12692797/files/0___LoD1__id-128_perspective_3_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12692797/files/0___LoD1__id-128_perspective_3_128x128.png/content">Link</a></td></tr><tr><td>Perspective 4</td><td><a href="https://zenodo.org/api/records/12692797/files/0___LoD1__id-128_perspective_4.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12692797/files/0___LoD1__id-128_perspective_4_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12692797/files/0___LoD1__id-128_perspective_4_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12692797/files/0___LoD1__id-128_perspective_4_128x128.png/content">Link</a></td></tr><tr><td>Perspective Top</td><td><a href="https://zenodo.org/api/records/12692797/files/0___LoD1__id-128_perspective_top.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12692797/files/0___LoD1__id-128_perspective_top_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12692797/files/0___LoD1__id-128_perspective_top_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12692797/files/0___LoD1__id-128_perspective_top_128x128.png/content">Link</a></td></tr></tbody></table><br><br><br><u>Changelog</u>: <br> - v<a href="https://doi.org/10.5281/zenodo.11488871">0.0.2</a>: Thumbnails added, Description updated with Link Tables.<br> - v<a href="https://doi.org/10.5281/zenodo.12692797">0.0.3</a>: Added XMLs for Europeana Data Model (EDM) and MetsMods.<br>
Trento 1911 - Building 128
<u>Coordinates</u>: N/A <br><u>Length</u>: 19.7 m<br><u>Width</u>: 11.13 m<br><u>Height</u>: 31.69 m<br><u>Points</u>: 8 <br><u>Vertices</u>: 36 <br><u>Primitives</u>: 12 <br><br><u>Main Files:</u><br><table><tbody><tr><th>Filename</th><th>.glb</th><th>.xml</th><th>.obj</th></tr><tr><td><a href="https://zenodo.org/api/records/12691525/files/building_128.glb/content">building_128.glb</a></td><td><a href="https://zenodo.org/api/records/12691525/files/building_128.glb/content">Link</a></td><td></td><td></td></tr><tr><td><a href="https://zenodo.org/api/records/12691525/files/building_128.obj/content">building_128.obj</a></td><td></td><td></td><td><a href="https://zenodo.org/api/records/12691525/files/building_128.obj/content">Link</a></td></tr><tr><td><a href="https://zenodo.org/api/records/12691525/files/11570171_edm.xml/content">11570171_edm.xml</a></td><td></td><td><a href="https://zenodo.org/api/records/12691525/files/11570171_edm.xml/content">Link</a></td><td></td></tr><tr><td><a href="https://zenodo.org/api/records/12691525/files/11570171_metsmods.xml/content">11570171_metsmods.xml</a></td><td></td><td><a href="https://zenodo.org/api/records/12691525/files/11570171_metsmods.xml/content">Link</a></td><td></td></tr></tbody></table><br><br><u>Thumbnails:</u><br><table><tbody><tr><th>Perspective</th><th>1000x1000</th><th>512x512</th><th>256x256</th><th>128x128</th></tr><tr><td>Perspective 1</td><td><a href="https://zenodo.org/api/records/12691525/files/building_128_perspective_1.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12691525/files/building_128_perspective_1_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12691525/files/building_128_perspective_1_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12691525/files/building_128_perspective_1_128x128.png/content">Link</a></td></tr><tr><td>Perspective 2</td><td><a href="https://zenodo.org/api/records/12691525/files/building_128_perspective_2.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12691525/files/building_128_perspective_2_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12691525/files/building_128_perspective_2_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12691525/files/building_128_perspective_2_128x128.png/content">Link</a></td></tr><tr><td>Perspective 3</td><td><a href="https://zenodo.org/api/records/12691525/files/building_128_perspective_3.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12691525/files/building_128_perspective_3_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12691525/files/building_128_perspective_3_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12691525/files/building_128_perspective_3_128x128.png/content">Link</a></td></tr><tr><td>Perspective 4</td><td><a href="https://zenodo.org/api/records/12691525/files/building_128_perspective_4.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12691525/files/building_128_perspective_4_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12691525/files/building_128_perspective_4_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12691525/files/building_128_perspective_4_128x128.png/content">Link</a></td></tr><tr><td>Perspective Top</td><td><a href="https://zenodo.org/api/records/12691525/files/building_128_perspective_top.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12691525/files/building_128_perspective_top_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12691525/files/building_128_perspective_top_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12691525/files/building_128_perspective_top_128x128.png/content">Link</a></td></tr></tbody></table><br><br><br><u>Changelog</u>: <br> - v<a href="https://doi.org/10.5281/zenodo.12538637">0.0.2</a>: Thumbnails added, Description updated with Link Tables.<br> - v<a href="https://doi.org/10.5281/zenodo.12691525">0.0.3</a>: Added XMLs for Europeana Data Model (EDM) and MetsMods.<br>
Sion 1840 - Building 128 (LoD-1)
<u>Coordinates</u>: N/A <br><u>Length</u>: 5.43 m<br><u>Width</u>: 10.51 m<br><u>Height</u>: 5.44 m<br><u>Vertices</u>: 30 <br><u>Primitives</u>: 16 <br><br> The Length, Width, Height, Vertices and Primitives listed above have been derived directly from the OBJ file.<br><br><u>Main Files:</u><br><table><tbody><tr><th>Filename</th><th>.glb</th><th>.obj</th><th>.xml</th><th>.mtl</th></tr><tr><td><a href="https://zenodo.org/api/records/12689041/files/0___LoD1__id-128_001.obj/content">0___LoD1__id-128_001.obj</a></td><td></td><td><a href="https://zenodo.org/api/records/12689041/files/0___LoD1__id-128_001.obj/content">Link</a></td><td></td><td></td></tr><tr><td><a href="https://zenodo.org/api/records/12689041/files/0___LoD1__id-128_001.mtl/content">0___LoD1__id-128_001.mtl</a></td><td></td><td></td><td></td><td><a href="https://zenodo.org/api/records/12689041/files/0___LoD1__id-128_001.mtl/content">Link</a></td></tr><tr><td><a href="https://zenodo.org/api/records/12689041/files/0___LoD1__id-128_001.glb/content">0___LoD1__id-128_001.glb</a></td><td><a href="https://zenodo.org/api/records/12689041/files/0___LoD1__id-128_001.glb/content">Link</a></td><td></td><td></td><td></td></tr><tr><td><a href="https://zenodo.org/api/records/12689041/files/11248443_metsmods.xml/content">11248443_metsmods.xml</a></td><td></td><td></td><td><a href="https://zenodo.org/api/records/12689041/files/11248443_metsmods.xml/content">Link</a></td><td></td></tr><tr><td><a href="https://zenodo.org/api/records/12689041/files/11248443_edm.xml/content">11248443_edm.xml</a></td><td></td><td></td><td><a href="https://zenodo.org/api/records/12689041/files/11248443_edm.xml/content">Link</a></td><td></td></tr></tbody></table><br><br><u>Thumbnails:</u><br><table><tbody><tr><th>Perspective</th><th>1000x1000</th><th>512x512</th><th>256x256</th><th>128x128</th></tr><tr><td>Perspective 1</td><td><a href="https://zenodo.org/api/records/12689041/files/0___LoD1__id-128_001_perspective_1.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12689041/files/0___LoD1__id-128_001_perspective_1_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12689041/files/0___LoD1__id-128_001_perspective_1_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12689041/files/0___LoD1__id-128_001_perspective_1_128x128.png/content">Link</a></td></tr><tr><td>Perspective 2</td><td><a href="https://zenodo.org/api/records/12689041/files/0___LoD1__id-128_001_perspective_2.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12689041/files/0___LoD1__id-128_001_perspective_2_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12689041/files/0___LoD1__id-128_001_perspective_2_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12689041/files/0___LoD1__id-128_001_perspective_2_128x128.png/content">Link</a></td></tr><tr><td>Perspective 3</td><td><a href="https://zenodo.org/api/records/12689041/files/0___LoD1__id-128_001_perspective_3.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12689041/files/0___LoD1__id-128_001_perspective_3_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12689041/files/0___LoD1__id-128_001_perspective_3_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12689041/files/0___LoD1__id-128_001_perspective_3_128x128.png/content">Link</a></td></tr><tr><td>Perspective 4</td><td><a href="https://zenodo.org/api/records/12689041/files/0___LoD1__id-128_001_perspective_4.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12689041/files/0___LoD1__id-128_001_perspective_4_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12689041/files/0___LoD1__id-128_001_perspective_4_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12689041/files/0___LoD1__id-128_001_perspective_4_128x128.png/content">Link</a></td></tr><tr><td>Perspective Top</td><td><a href="https://zenodo.org/api/records/12689041/files/0___LoD1__id-128_001_perspective_top.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12689041/files/0___LoD1__id-128_001_perspective_top_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12689041/files/0___LoD1__id-128_001_perspective_top_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12689041/files/0___LoD1__id-128_001_perspective_top_128x128.png/content">Link</a></td></tr></tbody></table><br><br><br><u>Changelog</u>: <br> - v<a href="https://doi.org/10.5281/zenodo.11484161">0.0.2</a>: Thumbnails added, Description updated with Link Tables.<br> - v<a href="https://doi.org/10.5281/zenodo.12689041">0.0.3</a>: Added XMLs for Europeana Data Model (EDM) and MetsMods.<br>
Trento 1936 - Building 128
<u>Coordinates</u>: N/A <br><u>Length</u>: 33.33 m<br><u>Width</u>: 15.01 m<br><u>Height</u>: 32.56 m<br><u>Points</u>: 8 <br><u>Vertices</u>: 36 <br><u>Primitives</u>: 12 <br><br><u>Main Files:</u><br><table><tbody><tr><th>Filename</th><th>.glb</th><th>.obj</th><th>.xml</th></tr><tr><td><a href="https://zenodo.org/api/records/12688197/files/building_128.glb/content">building_128.glb</a></td><td><a href="https://zenodo.org/api/records/12688197/files/building_128.glb/content">Link</a></td><td></td><td></td></tr><tr><td><a href="https://zenodo.org/api/records/12688197/files/building_128.obj/content">building_128.obj</a></td><td></td><td><a href="https://zenodo.org/api/records/12688197/files/building_128.obj/content">Link</a></td><td></td></tr><tr><td><a href="https://zenodo.org/api/records/12688197/files/11576793_edm.xml/content">11576793_edm.xml</a></td><td></td><td></td><td><a href="https://zenodo.org/api/records/12688197/files/11576793_edm.xml/content">Link</a></td></tr><tr><td><a href="https://zenodo.org/api/records/12688197/files/11576793_metsmods.xml/content">11576793_metsmods.xml</a></td><td></td><td></td><td><a href="https://zenodo.org/api/records/12688197/files/11576793_metsmods.xml/content">Link</a></td></tr></tbody></table><br><br><u>Thumbnails:</u><br><table><tbody><tr><th>Perspective</th><th>1000x1000</th><th>512x512</th><th>256x256</th><th>128x128</th></tr><tr><td>Perspective 1</td><td><a href="https://zenodo.org/api/records/12688197/files/building_128_perspective_1.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12688197/files/building_128_perspective_1_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12688197/files/building_128_perspective_1_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12688197/files/building_128_perspective_1_128x128.png/content">Link</a></td></tr><tr><td>Perspective 2</td><td><a href="https://zenodo.org/api/records/12688197/files/building_128_perspective_2.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12688197/files/building_128_perspective_2_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12688197/files/building_128_perspective_2_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12688197/files/building_128_perspective_2_128x128.png/content">Link</a></td></tr><tr><td>Perspective 3</td><td><a href="https://zenodo.org/api/records/12688197/files/building_128_perspective_3.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12688197/files/building_128_perspective_3_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12688197/files/building_128_perspective_3_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12688197/files/building_128_perspective_3_128x128.png/content">Link</a></td></tr><tr><td>Perspective 4</td><td><a href="https://zenodo.org/api/records/12688197/files/building_128_perspective_4.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12688197/files/building_128_perspective_4_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12688197/files/building_128_perspective_4_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12688197/files/building_128_perspective_4_128x128.png/content">Link</a></td></tr><tr><td>Perspective Top</td><td><a href="https://zenodo.org/api/records/12688197/files/building_128_perspective_top.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12688197/files/building_128_perspective_top_512x512.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12688197/files/building_128_perspective_top_256x256.png/content">Link</a></td><td><a href="https://zenodo.org/api/records/12688197/files/building_128_perspective_top_128x128.png/content">Link</a></td></tr></tbody></table><br><br><br><u>Changelog</u>: <br> - v<a href="https://doi.org/10.5281/zenodo.12547384">0.0.2</a>: Thumbnails added, Description updated with Link Tables.<br> - v<a href="https://doi.org/10.5281/zenodo.12688197">0.0.3</a>: Added XMLs for Europeana Data Model (EDM) and MetsMods.<br>
Figs 120–128 in First Anthomyzidae (Diptera) from China: a new genus, six new species and new records
Figs 120–128. Arganthomyza hyperseta sp. nov., male holotype (China: Shaanxi). 120 – apex of t2 and base of mid basitarsus, anteriorly; 121 – external genitalia, caudally; 122 – transandrium, caudally; 123 – external genitalia, laterally; 124 – hypandrial complex (right side), laterally; 125 – 5th sternum, ventrally; 126 – gonostylus, laterocaudally (widest extension); 127 – apex of filum, anteroventrally; 128 – aedeagal complex, laterally. Scales = 0.2 mm (Figs 120, 125), 0.05 mm (Figs 126, 127), 0.1 mm (others).
Figures 128-137 in Erratum to Blahnik and Holzenthal (2017): Revision of the northern South American species of Mortoniella Ulmer, 1906 (Trichoptera: Glossosomatidae: Protoptilinae)
Figures 128-137. Character evolution in Protoptila/Mortoniella male genitalia, lateral. 128—Protoptila trichoglossa Blahnik and Holzenthal. 129—Mortoniella (Nanotrichia) rodmani Blahnik and Holzenthal (ormina grp.). 130—M. (Nanotrichia) Ʋenezuelensis n. sp. (velasquezi grp.) 131—M. (Nanotrichia) macarenica Flint (ormina grp.). 132—M. (Mortoniella) unilineata Sykora (unplaced to species grp.). 133—M. (Mortoniella) cornuta n. sp. (unplaced to species grp.). 134—M. (Mortoniella) proakantha n. sp. (unplaced to species grp.). 135—M. (Mortoniella) catherinae n. sp. (bilineata grp.). 136—M. (Mortoniella) akantha Blahnik and Holzenthal (leroda grp.). 137—M. (Mortoniella) simla Flint (leroda grp.).
Figs 128–135 in Redefinition and partial revision of the genus Stenaelurillus Simon, 1886 (Arachnida, Araneae, Salticidae)
Figs 128–135. Stenaelurillus furcatus Wesołowska, 2014 from Namibia (Etosha National Park; MRAC 215.642), general appearance. 128–131. ♀. 132–135. ♂. Scale bars: 1 mm.
Fig. 128 in Epimeria of the Southern Ocean with notes on their relatives (Crustacea, Amphipoda, Eusiroidea)
Fig. 128. Epimeria (Epimeriella) atalanta sp. nov., sex undetermined, holotype, western Weddell Sea, Larsen A, ANT-XXIII/8, stn 725-10, RBINS, INV. 122527. A. Head in lateral view. B. Urosome in dorsal view. C. Telson.
Figs 128–131 in Exceptional diversity of Tischeriidae (Lepidoptera) from a single tropical forest site in Belize, Central America
Figs 128–131. Male genitalia of Tischeriidae from Las Cuevas, Belize (NHMUK). 128. Paratischeria neotropicana (Diškus & Stonis, 2015), capsule with phallus removed (genitalia slide no. 010316205). 129. Same, phallus. 130–131. Dishkeya gouaniae (Diškus & Stonis, 2007), paratype (genitalia slide no. 010316202).
Figs 128–130 in Nearctic Anthomyzidae: a monograph of Anthomyza and allied genera (Diptera)
Figs 128–130. Arganthomyza bivittata Roháček & Barber, 2013, paratype male (Canada: Ontario). 128 – genitalia, laterally; 129 – external genitalia, caudally; 130 – gonostylus, lateroventrally (widest extension). Scales = 0.1 mm. For abbreviations see p. 11. Adapted from ROHÁĆEK & BARBER (2013: Figs 82–84).
dataset for paper Vanhaebost J, Faouzi M, Mangin P, Michaud K: New reference tables and user-friendly Internet application for predicted heart weights. Int J Legal Med 2014, 128(4):615-620.
<p>The heart weight is the most important parameter in the determination of cardiac hypertrophy. The obtained heart weight value should be compared against tables of normal weights by age, gender and body weight and height</p> <p>In the study by Vanhaebost<em> et al</em>. has been shown in the Swiss population that the heart weight increases along with the increase of the body weight, body height, BMI and body surface area (BSA). The mean heart weight is greater in men than in women at a similar body weight. The reference tables for predicted heart weights obtained from this study are presented as an user-friendly internet application (<a href="http://calc.chuv.ch/Heartweight">http://calc.chuv.ch/Heartweight</a>) enabling the comparison of heart weights observed at autopsy with the reference values.</p>
Figs 128–131 in EULOPHIDAE OF COSTA RICA (HYMENOPTERA: CHALCIDOIDEA), 5: The genus Galeopsomyia Girault
Figs 128–131. Galeopsomyia ibis, holotype ♀ – (128) habitus dorsal view; (129) habitus lateral view. Galeopsomyia incisa, holotype ♀ – (130) habitus dorsal view; (131) habitus lateral view.
Figs. 123–128. 123 in Reclassification of the North Temperate Taxa Associated with Staphylinus Sensu Lato, Including Comments on Relevant Subtribes of Staphylinini (Coleoptera: Staphylinidae)
Figs. 123–128. 123. Abemus chloropterus, labium and mentum. 124. Abemus chloropterus, left mandible, dorsal view. 125. Miobdelus sp., posterolateral portion of head, showing pitlike depressions. 126. Miobdelus sp., first three visible abdominal tergites, showing bisinuate posterior basal line. 127. Ocypus picipennis picipennis, left mandible, ventral view. 128. Ocypus picipennis picipennis, right mandible, ventral view.
FIGURES 121–132. Ischnothyreus velox Jackson, female. 121. Carapace, dorsal view. 122. Same, anterior view. 123. Habitus, lateral view. 124. Sternum, ventral view. 125. Habitus, dorsal view. 126. Abdomen, ventral view. 127, 128, 130. Genitalia, ventral view. 129. Same, dorsal view. 131. Postepigastric scutum, ventral view. 132 in The Goblin Spider Genus Ischnothyreus (Araneae, Oonopidae) in the New World
FIGURES 121–132. Ischnothyreus velox Jackson, female. 121. Carapace, dorsal view. 122. Same, anterior view. 123. Habitus, lateral view. 124. Sternum, ventral view. 125. Habitus, dorsal view. 126. Abdomen, ventral view. 127, 128, 130. Genitalia, ventral view. 129. Same, dorsal view. 131. Postepigastric scutum, ventral view. 132. Copulatory opening, ventral view.
Figures 128–130 in Revision of the genus Olivierus in Xinjiang, China, with comments on Mesobuthus thersites (Scorpiones: Buthidae)
Figures 128–130: Morphometric visualization of PTC and distribution map. Figure 128. Box and whisker plot visualizing the discrepancy of PTC frequency between male and female O. longichelus (all localities) and O. przewalskii based on "exclusive" method (median of each quartile Q excluded), with values of maximum, Q 3, median, Q 1, minimum, and outliers labeled. Means (denoted as ×) for each box are as follows (left to right): 27.62, 22.95, 20.65, and 17.79. Medians for male O. longichelus and female O. przewalskii are 28 and 18, respectively. Figure 129. Horizontal bar plot visualizing the mean PTC of male O. longichelus. Error bars are standard errors. Vertical line represents the mean male PTC of all localities (27.62). Note that the sample sizes for different localities can be significantly different (see Table 4). Figure 130. Map showing the localities of Olivierus spp. in Xinjiang (China) and adjacent countries with exact coordinates: topotypes examined in this study; "M. c. intermedius" studied in previous Chinese papers; O. longichelus holotype locality (★); O. bolensis (syn. n. with O. longichelus) holotype (▲) and paratype (●) localities; O. karshius (syn. n. with O. longichelus) holotype (▼) and paratype (●) localities; O. przewalskii localities (⬣); O. sp. (now confirmed as O. longichelus) from Wujiaqu (■); O. sp. (now confirmed as O. longichelus) from Shawan (■); O. sp. (now confirmed as O. longichelus) from Korgas (■); O. sp. (now confirmed as O. longichelus) from Khorgos (■); O. mikhailovi localities (●); O. tarabaevi (syn. n. with O. longichelus) localities (●; the locality in Kapchagay, as above discussed, may be erroneous in terms of the specimen identity but reasonable in terms of the geography); O. voldemari localities (●). One locality of O. karshius in Artux is exactly the same as one locality of O. przewalskii (39°42'N 76°09'E (Sun & Sun, 2011: 60, 63)); locality of "M. c. intermedius" in Chardara is overlapped with one locality of O. mikhailovi.
Fig. 128. NFS018. A. 1 in Cochlostoma Jan, 1830 revised: an overview of the subgenus Turritus Westerlund, 1883 and its species (Caenogastropoda, Cochlostomatidae)
Fig. 128. NFS018. A. 1- Mount Marbicit, AL (HNHM-99878). B. 2- Bajram Curri, AL (HNHM-99881). C. 3- Mt Cukali, AL (HNHM-99870).
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Allen Brain Atlas
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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
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OpenNeuro
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