cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34770/2jce-gm62
title: Fast animal pose estimation using deep neural networks

description: Recent work quantifying postural dynamics has attempted to define the
 repertoire of behaviors performed by an animal. However, a major drawback
 to these techniques has been their reliance on dimensionality reduction of
 images which destroys information about which parts of the body are used
 in each behavior. To address this issue, we introduce a deep
 learning-based method for pose estimation, LEAP (LEAP Estimates Animal
 Pose). LEAP automatically predicts the positions of animal body parts
 using a deep convolutional neural network with as little as 10 frames of
 labeled data for training. This framework consists of a graphical
 interface for interactive labeling of body parts and software for training
 the network and fast prediction on new data (1 hr to train, 185 Hz
 predictions). We validate LEAP using videos of freely behaving fruit flies
 (Drosophila melanogaster) and track 32 distinct points on the body to
 fully describe the pose of the head, body, wings, and legs with an error
 rate of &lt;3% of the animal's body length. We recapitulate a number
 of reported findings on insect gait dynamics and show LEAP's
 applicability as the first step in unsupervised behavioral classification.
 Finally, we extend the method to more challenging imaging situations
 (pairs of flies moving on a mesh-like background) and movies from freely
 moving mice (Mus musculus) where we track the full conformation of the
 head, body, and limbs.
DOI: 10.34770/t3zf-h819
title: Measuring shared responses across subjects using intersubject correlation

description: Download the README.txt file for a detailed description of this
 dataset's content This dataset accompanies the manuscript
 "Measuring shared responses across subjects using intersubject
 correlation" by Nastase, Gazzola, Hasson, and Keysers. In particular,
 these data is used in a tutorial notebook located at
 https://github.com/snastase/isc-tutorial. The dataset is a fully processed
 subset of http://arks.princeton.edu/ark:/88435/dsp015d86p269k
DOI: 10.15468/dl.y5578j
title: Occurrence Download

description: A dataset containing 335 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arachnitis uniflora Phil."
 ]
}

 The dataset includes 335 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000744-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13012/b2idb-1403534_v1
title: Network of First and Second-generation citations to Matsuyama 2005 from Google Scholar and Web of Science

description: Data used for network analyses.

deduplicated nodes.csv - List of all nodes in the network. Each node represents a paper. 

Column headings: ID, Authors, Title, Year
Descriptions of column headings:
ID - ID for the paper/node. IDs follow the following conventions:
- A000 represents the retracted Matsuyama paper. 
- F### represents a first-generation citation that directly cites the retracted Matsuyama paper. 
- F###S### represents a second-generation citation that does not cite the retracted Matsuyama paper but that cites some first-generation citation (where F### is one of the first-generation articles it cites).

Authors - Authors of the paper

Title - Title of the paper (some in Unicode)

Year - Year of publication of the paper; Either a 4-digit year or NA (which indicates that the first data source we got it from either did not provide a year, or provided a year that we deemed unreliable)

NOTE: Authors/Title/Year were taken primarily from Google Scholar (since it had the larger number of items) with unique items from Web of Science added.
-------
deduplicated edges.csv - List of all edges in the network. Each edge represents a citation between two papers.

Column headings: from, to
Descriptions of column headings:

from - ID for the cited paper. This is what the citation goes FROM.
to - ID for the citing paper. This is what the citation goes TO.

NOTE: All IDs are from deduplicated nodes.csv and follow the conventions above.

-------
nodesFG.txt - List of the IDs for the 135 first-generation citations, from 2005 (when Matsuyama was published) through 2018.
-------
nodesSGnotFG.txt - List of the IDs for the 2559 second-generation citations that are not first-generation citations from 2005 (when Matsuyama was published), through 2018
-------
DOI: 10.15468/e8txdn
title: Santa Barbara Museum of Natural History - Invertebrate Zoology

description: The Invertebrate Zoology collection at the Santa Barbara Museum of Natural History (SBMNH) houses 2.5 million specimens of several invertebrate taxa from worldwide localities. The collection specializes in phylum Mollusca, from both marine and terrestrial habitats. Roughly 20% of the collection is currently cataloged and available online. Please inquire further about groups that may be of interest, but are not found when searching our collection digitally.
DOI: 10.25346/s6/hofgdj
title: Reports: Accuracy Assessment

description: LARIAC5 Reports
DOI: 10.25346/s6/hofgdj/dtcnbm
title: Reports.zip

description: LARIAC5 Reports: Accuracy Assessment
DOI: 10.25346/s6/hofgdj/60acha
title: Shapefiles.zip

description: Shape files: Ortho Imagery Grid
DOI: 10.25346/s6/hofgdj/cbrojv
title: n32_w081_1arc_v2.tif

description: test geotiff
DOI: 10.25346/s6/hofgdj/scv8it
title: unit08.gdb.zip
DOI: 10.15468/dl.ut6w5z
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Telmatobius culeus culeus"
 ]
}

 The dataset includes 16 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000746-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dnpb4q
title: Occurrence Download

description: A dataset containing 177731 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is one of (Strigiformes, Falconiformes)"
 ]
}

 The dataset includes 177731 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000721-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.534p4v
title: Occurrence Download

description: A dataset containing 303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "TaxonKey is Arachnitis uniflora Phil."
 ]
}

 The dataset includes 303 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000748-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czprac
title: Occurrence Download

description: A dataset containing 38637 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Echinolittorina Habe, 1956"
 ]
}

 The dataset includes 38637 records from 217 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000747-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60521/331982
title: Raw marine electromagnetic binary data from the GOFAR Transform Fault (TN399, 2022)

description: This data set was acquired in 2022 during an experiment at the Gofar Transform Fault called Characterizing an Earthquake Rupture Barrier using Electrical Resistivity from Underwater Soundings (CERBERUS). The data set includes recordings of magnetotelluric (MT) and controlled-source electromagnetic (CSEM) signals during five deep-tows of an active EM source. The data were collected using the Scripps Institution of Oceanography Marine EM Laboratory MK-III ocean-bottom electromagnetometers (OBEMs), towed Vulcan receivers (Tow 1 only), and the Scripps Undersea Electromagnetic Source Instrument (SUESI). The electromagnetic time-series raw data files are in binary format. Channels are Hx, Hy, Ex, and Ey. Matlab reading routines are available at http://marineemlab.ucsd.edu/Projects/lcplot/. The instruments and data format are described at https://marineemlab.ucsd.edu/instruments/. Supplementary logs are provided for processing the time-series into magnetotelluric responses and controlled-source electromagnetic responses and for navigation of SUESI along the five deep-tows. See Key & Constable (2021) [DOI: 0.1007/s11001-021-09427-z] for details on the inverted long-baseline navigation system ("barracuda") used to navigate the deep-tow transmitter. The data set was generated as part of the project called Porosity Structure and Earthquake Rupture Dynamics at the GOFAR Fracture Zone. Funding was provided by NSF award OCE19-22528 and the Woods Hole Oceanographic Institution Postdoctoral Scholar Program.
DOI: 10.60521/331983
title: Calibration files (.rsp ASCII format) for marine electromagnetic receivers from the GOFAR Transform Fault (TN399, 2022)

description: The files in this data set were generated for the electromagnetic receivers used during a 2022 experiment as part of the project called Porosity Structure and Earthquake Rupture Dynamics at the GOFAR Fracture Zone (aka CERBERUS). The data set contains calibration files in ASCII format for the electrodes (*_ch3* and *_ch4*) and magnetometers (BFCcoil.rsp for ocean-bottom electromagnetotmeters; *_ch1* and *_ch2* for Vulcans). These calibration files should be used when processing the raw electromagnetic time series binary data found at DOI 10.60521/331982. Funding for this project was provided by NSF award OCE19-22528 and the Woods Hole Oceanographic Institution Postdoctoral Scholar Program.
DOI: 10.25346/s6/xz36oq/4qv5wk
title: Shapefiles.zip

description: Ortho Imagery Grid Shapefile in Zipped format
DOI: 10.25346/s6/xz36oq
title: Ortho Imagery Grid Shapefile

description: Ortho Imagery Grid Shapefile in Zipped format.
DOI: 10.15468/dl.8pp2fk
title: Occurrence Download

description: A dataset containing 9360 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "Geometry POLYGON((-74.22925 4.62719,-74.40698 4.62226,-74.45305 4.59593,-74.49749 4.56466,-74.46457 4.50048,-74.41191 4.51694,-74.39381 4.49061,-74.30166 4.50048,-74.30495 4.44288,-74.27862 4.38364,-74.24406 4.40668,-74.21279 4.4001,-74.17001 4.50871,-74.18317 4.52352,-74.17659 4.5877,-74.22925 4.62719))",
 "TaxonKey is one of (Plantae)"
 ]
 }
 ]
}

 The dataset includes 9360 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000749-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6/wnho3d
title: JPEG2000

description: This dataset contains the aerial images in JPEG format for Los Angeles County, CA in 2017. Two resolutions are available: 4 inch for urban area, and 1 foot for non-urban area.
DOI: 10.25346/s6/jclcea
title: GEOTIFF

description: This dataset contains the aerial images in GeoTIFF format for Los Angeles County, CA in 2017. Two resolutions are available:4 inch for urban area, and 1 foot for non-urban area.
DOI: 10.25346/s6/lfjx96
title: Enhanced Compression Wavelet (ESW)

description: This dataset contains the Enhanced Compression Wavelet (ESW) data for Los Angeles County, CA in 2017.
DOI: 10.25346/s6/85bcgf
title: LARIAC5_Buildings_2017.gdb

description: This is the geodatabase of footprints of building in Los Angeles County, CA in 2017. The dataset was derived from LARIAC5 aerial images.
DOI: 10.15468/dl.nxtyjz
title: Occurrence Download

description: A dataset containing 480 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dipsas brevifacies (Cope, 1866)"
 ]
}

 The dataset includes 480 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000751-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc1000mn
title: CCDC 923540: Experimental Crystal Structure Determination

description: Related Article: Qi Yang, Gang Xie, Qing Wei, Sanping Chen, Shengli Gao|2014|J.Solid State Chem.|215|26|doi:10.1016/j.jssc.2014.03.021
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc1000np
title: CCDC 923541: Experimental Crystal Structure Determination

description: Related Article: Qi Yang, Gang Xie, Qing Wei, Sanping Chen, Shengli Gao|2014|J.Solid State Chem.|215|26|doi:10.1016/j.jssc.2014.03.021
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc1000lm
title: CCDC 923539: Experimental Crystal Structure Determination

description: Related Article: Qi Yang, Gang Xie, Qing Wei, Sanping Chen, Shengli Gao|2014|J.Solid State Chem.|215|26|doi:10.1016/j.jssc.2014.03.021
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc1000jk
title: CCDC 923537: Experimental Crystal Structure Determination

description: Related Article: Qi Yang, Gang Xie, Qing Wei, Sanping Chen, Shengli Gao|2014|J.Solid State Chem.|215|26|doi:10.1016/j.jssc.2014.03.021
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc1000kl
title: CCDC 923538: Experimental Crystal Structure Determination

description: Related Article: Qi Yang, Gang Xie, Qing Wei, Sanping Chen, Shengli Gao|2014|J.Solid State Chem.|215|26|doi:10.1016/j.jssc.2014.03.021
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc1000hj
title: CCDC 923536: Experimental Crystal Structure Determination

description: Related Article: Qi Yang, Gang Xie, Qing Wei, Sanping Chen, Shengli Gao|2014|J.Solid State Chem.|215|26|doi:10.1016/j.jssc.2014.03.021
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc1000gh
title: CCDC 923535: Experimental Crystal Structure Determination

description: Related Article: Qi Yang, Gang Xie, Qing Wei, Sanping Chen, Shengli Gao|2014|J.Solid State Chem.|215|26|doi:10.1016/j.jssc.2014.03.021
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.26186/150690
title: National High Purity Silica sampling campaign. Whole rock geochemistry data release

description: As part of the Australian Critical Minerals Research and Development Hub, Geoscience Australia is undertaking a detailed mineral potential study of High Purity Silica (HPS) to identify favourable geology and regions across Australia that have the greatest potential to supply raw material suitable for the production of silicon. This project undertook an extensive national sampling campaign of quartz-bearing rocks, acquired through a combination of field work, core shed and repository sampling, and contributions from both industry and State and Territory geological surveys. <br>This data release presents the complete bulk rock geochemical results, derived from field work in the Mt Isa, Pilbara, Victorian Goldfields, and Harts Range regions; samples from Geoscience Australia’s repository, the Londonderry and Tonsley drill core libraries; and samples provided by industry and State and Territory surveys. A total of 449 samples were analysed for major and trace element geochemistry. <br>The dataset will be used to inform priority mineral systems for high purity silica exploration, providing critical data and knowledge for the development of national-scale predictive mineral potential maps. Additionally, this dataset will support mineral exploration efforts across Australia by offering detailed geochemical analysis of quartz and pegmatite samples, including major and trace element compositions. These data are essential for advancing our understanding of high purity silica mineralisation and guiding future exploration activities.<br>This data release includes: 1) a complete geochemistry dataset, including all samples and standards; 2) quality assurance results; 3) an abridged Excel file with data removed for the standards, duplicates and any elements deemed unsuitable based upon the QA/QC; and 4) a report of explanatory notes including details of sample selection, methodology, and quality assurance.<br><br>
DOI: 10.5517/cc1003hm
title: CCDC 923629: Experimental Crystal Structure Determination

description: Related Article: Kun Zhang, Mohamedally Kurmoo, Lian-Qiang Wei, Ming-Hua Zeng|2013|Scientific Reports|3|3516|doi:10.1038/srep03516
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc1003kp
title: CCDC 923631: Experimental Crystal Structure Determination

description: Related Article: Kun Zhang, Mohamedally Kurmoo, Lian-Qiang Wei, Ming-Hua Zeng|2013|Scientific Reports|3|3516|doi:10.1038/srep03516
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc1003gl
title: CCDC 923628: Experimental Crystal Structure Determination

description: Related Article: Kun Zhang, Mohamedally Kurmoo, Lian-Qiang Wei, Ming-Hua Zeng|2013|Scientific Reports|3|3516|doi:10.1038/srep03516
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc1003fk
title: CCDC 923627: Experimental Crystal Structure Determination

description: Related Article: Kun Zhang, Mohamedally Kurmoo, Lian-Qiang Wei, Ming-Hua Zeng|2013|Scientific Reports|3|3516|doi:10.1038/srep03516
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc1004sy
title: CCDC 923669: Experimental Crystal Structure Determination

description: Related Article: Shoichi Nakamura, Takeshi Kondo, Satoru Hiroto, Hiroshi Shinokub|2013|Asian J.Org.Chem|2|312|doi:10.1002/ajoc.201300033
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc1005hp
title: CCDC 923691: Experimental Crystal Structure Determination

description: Related Article: Benjamin Harris,G. Paul Savage,Jonathan M. White|2013|Org.Biomol.Chem.|11|3151|doi:10.1039/c3ob40288f
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc1005gn
title: CCDC 923690: Experimental Crystal Structure Determination

description: Related Article: Benjamin Harris,G. Paul Savage,Jonathan M. White|2013|Org.Biomol.Chem.|11|3151|doi:10.1039/c3ob40288f
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc1005dl
title: CCDC 923688: Experimental Crystal Structure Determination

description: Related Article: Benjamin Harris,G. Paul Savage,Jonathan M. White|2013|Org.Biomol.Chem.|11|3151|doi:10.1039/c3ob40288f
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.