cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.sf44yh
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sepia lycidas Gray, 1849",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 37 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025363-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12747434
title: Dataset for the paper "Ocean wave energy harvesting with high energy density and self-powered monitoring system"

description: Dataset for the paper "Ocean wave energy harvesting with high energy density and self-powered monitoring system“.
DOI: 10.5281/zenodo.12747435
title: Dataset for the paper "Ocean wave energy harvesting with high energy density and self-powered monitoring system"

description: Dataset for the paper "Ocean wave energy harvesting with high energy density and self-powered monitoring system“.
DOI: 10.15468/dl.ershrd
title: Occurrence Download

description: A dataset containing 560 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coryphaenoides cinereus (Gilbert, 1896)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 560 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025364-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u6p8gb
title: Occurrence Download

description: A dataset containing 1171 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Podalonia tydei (Le Guillou, 1841)"
 ]
}

 The dataset includes 1171 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025365-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9js6w9
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Issue is Geodetic datum assumed WGS84",
 "TaxonKey is Artemisia blepharolepis Bunge"
 ]
}

 The dataset includes 51 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025366-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26308777
title: Federated EMNIST Dataset

description: This dataset is derived from the Leaf repository (https://github.com/TalwalkarLab/leaf) pre-processing of the Extended MNIST dataset, grouping examples by writer. Details about Leaf were published in "LEAF: A Benchmark for Federated Settings" https://arxiv.org/abs/1812.01097<b>Note:</b> This dataset does not include some additional preprocessing that MNIST includes, such as size-normalization and centering. In the Federated EMNIST data, the value of 1.0 corresponds to the background, and 0.0 corresponds to the color of the digits themselves; this is the <i>inverse</i> of some MNIST representations, e.g. in tensorflow_datasets, where 0 corresponds to the background color, and 255 represents the color of the digit.Data set sizes:<i>only_digits=True</i>: 3,383 users, 10 label classestrain: 341,873 examplestest: 40,832 examples<i>only_digits=False</i>: 3,400 users, 62 label classestrain: 671,585 examplestest: 77,483 examplesRather than holding out specific users, each user's examples are split across <i>train</i> and <i>test</i> so that all users have at least one example in <i>train</i> and one example in <i>test</i>. Writers that had less than 2 examples are excluded from the data set.The <code>tf.data.Datasets</code> returned by <code>tff.simulation.datasets.ClientData.create_tf_dataset_for_client</code> will yield <code>collections.OrderedDict</code> objects at each iteration, with the following keys and values, in lexicographic order by key:<code>'label'</code>: a <code>tf.Tensor</code> with <code>dtype=tf.int32</code> and shape [1], the class label of the corresponding pixels. Labels [0-9] correspond to the digits classes, labels [10-35] correspond to the uppercase classes (e.g., label 11 is 'B'), and labels [36-61] correspond to the lowercase classes (e.g., label 37 is 'b').<code>'pixels'</code>: a <code>tf.Tensor</code> with <code>dtype=tf.float32</code> and shape [28, 28], containing the pixels of the handwritten digit, with values in the range [0.0, 1.0].<br><br><br>Args<code>only_</code><code>digits</code>(Optional) whether to only include examples that are from the digits [0-9] classes. If <code>False</code>, includes lower and upper case characters, for a total of 62 class labels.<code>cache_</code><code>dir</code>(Optional) directory to cache the downloaded file. If <code>None</code>, caches in Keras' default cache directory.<br><br><br><br>ReturnsTuple of (train, test) where the tuple elements are <code>tff.simulation.datasets.ClientData</code> objects.
DOI: 10.6084/m9.figshare.26308690
title: Borg Traces dataset

description: ClusterData 2019 traces<i>John Wilkes.</i>The <code>clusterdata-2019</code> trace dataset provides information about eight different Borg cells for the month of May 2019. It includes the following new information:CPU usage information histograms for each 5 minute period, not just a point sample;information about alloc sets (shared resource reservations used by jobs);job-parent information for master/worker relationships such as MapReduce jobs.The 2019 traces focus on resource requests and usage, and contain no information about end users, their data, or access patterns to storage systems and other services.Because of it's size (about 2.4TiB compressed), we are only making the trace data available via Google BigQuery so that sophisticated analyses can be performed without requiring local resources.<b>The </b><code><strong>clusterdata-2019</strong></code><b> traces are described in this document: </b><b>Google cluster-usage traces v3</b><b>.</b> You can find the download and access instructions there, as well as many more details about what is in the traces, and how to interpret them. For additional background information, please refer to the 2015 Borg paper, Large-scale cluster management at Google with Borg.
DOI: 10.6084/m9.figshare.26308693
title: Edge Computing Architecture dataset

description: Dataset generated for creating the edge computing architecture for the performing the simulation in EdgeSimpy.
DOI: 10.15468/dl.epwtxp
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudogonia fasciata (Wiedemann, 1819)"
 ]
}

 The dataset includes 109 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025368-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frw38p
title: Occurrence Download

description: A dataset containing 648 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oncorhynchus gorbuscha (Walbaum, 1792)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 648 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025367-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2wqu3s
title: Occurrence Download

description: A dataset containing 825 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Issue is Geodetic datum assumed WGS84",
 "TaxonKey is Artemisia dubia Wall. ex Besser"
 ]
}

 The dataset includes 825 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025369-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.21823455.v86
title: The ReptileEvolution.com Project

description:   
Taxon exclusion is the number one problem currently vexing paleontology. The search for pterosaur, turtle, bat, snake, whale, reptile and tetrapod ancestors continues to unnecessarily befuddle paleontologists who continue to work from cherry-picked, textbook and traditional taxon lists that overlook and omit pertinent taxa. That’s why the large reptile tree (LRT), the nearly completely resolved cladogram at the heart of www.ReptileEvolution.com, includes 2212 taxa. Larger taxon numbers minimize taxon exclusion issues. Results indicate the simple act of adding taxa resolves all phylogenetic issues.
DOI: 10.5281/zenodo.12747462
title: M-Score: An Empirically Derived Software Modularity Metric

description: Anonymous upload for paper titled: "M-Score: An Empirically Derived Software Modularity Metric"
DOI: 10.15468/dl.9999c9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025371-240626123714530/datasets/export for details.
DOI: 10.15468/dl.9fhqy5
title: Occurrence Download

description: A dataset containing 1664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Issue is Geodetic datum assumed WGS84",
 "TaxonKey is Artemisia frigida Willd."
 ]
}

 The dataset includes 1664 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025372-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aggtvk
title: Occurrence Download

description: A dataset containing 3311 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Peru",
 "TaxonKey is Lessonia oreas (P.L.Sclater & Salvin, 1869)"
 ]
}

 The dataset includes 3311 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025373-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.883nfx
title: Occurrence Download

description: A dataset containing 41080 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ursus americanus Pallas, 1780"
 ]
}

 The dataset includes 41080 records from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025376-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/43sf-pg29
title: Parkes observations for project P960 semester 2024APRS_07

description: We aim to carry out receiver pointing and characterisation tests of Parkes receivers. Typically, these tests are carried out after the receiver package is installed, but time does not always allow for proper characterisation. Receivers for consideration include UWL, MARS and 13MM packages. In addition to cross-referencing C007 for flux calibration via pointing, we aim to conduct gain-elevation and system temperature experiments using the Moon, to ensure users of the Parkes Observatory have the most accurate information available for calibration purposes.
DOI: 10.25919/r2at-4418
title: Parkes pulsar observations with undefined project IDs for 2024APRS_37

description: Parkes pulsar observations with undefined project IDs for 2024APRS. This collection contains observations from project ID PX114.
DOI: 10.25919/xkpa-q006
title: Long-term project observations for project P574 semester 2024APRS_06

description: We request time to observe 270 pulsars on a regular basis in order to achieve three main science goals. The first is to understand pulsars: how do they spin down and what disrupts this process, how and why their profiles vary with time, whether they precess or have planetary mass companions, in short all the things that make pulsar timing noisier than the perfect clock. Secondly we want to understand the interstellar medium of our Galaxy through repeated monitoring of dispersion measure, rotation measure and flux density variations in conjunction with scintillation parameters. Finally, we provide these data as a community service both to the high-energy community where we have strong collaborative links (particularly to Fermi) and to the radio pulsar astronomers generally through the CSIRO archive. The project is on-going since 2007, we are (co-)authors on 106 papers arising from the P574 data. The data have contributed to the PhD theses of students from Bordeaux, Manchester, Oxford, Stanford, and Swinburne. We are seeking long-term project status with a view to continuing the project into the SKA era.
DOI: 10.25919/zdw8-f281
title: Parkes observations for project P1327 semester 2024APRS_05

description: The radio radiation neutron star include objects with spin periods ranging from a few milliseconds to tens of seconds. In the past years, however, the discovery of ultra-long period radio transient sources has posed a new challenge to the classical theoretical framework of the neutron star magnetospheric dipole model. This proposal aims to study the unique characteristics of the radio emitting neutron star, PSR J0901-4046, and the similarity of its spectro-polarimetric features with fast radio bursts (FRBs). By observing its single-pulse structures and polarization profiles, we hope to understand the origin of radio emission from magnetars and establish the potential association between Galactic neutron stars and FRBs. Using the Parkes/Murriyang 64-m radio telescope equipped with the Ultra-Wideband Low-Frequency receiver (UWL), we propose to conduct a total of 24-hour observations to search for single pulses. The expected outcomes include detecting rich single pulses with unique characteristics and providing insights into neutron star populations and their connection to FRBs.
DOI: 10.15468/dl.5d5ess
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Spilogale leucoparia Merriam, 1890"
 ]
}

 The dataset includes 24 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025377-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9344yn
title: Occurrence Download

description: A dataset containing 9274840 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9274840 records from 3065 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025375-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqz34d
title: Occurrence Download

description: A dataset containing 22808 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-81.81719 12.32035,-81.57622 12.32035,-81.57622 12.67538,-81.81719 12.67538,-81.81719 12.32035))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 22808 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124280-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g899xc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spirochaetia",
 "HasCoordinate is true",
 "Country is one of (Liechtenstein)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226794-210914110416597/datasets/export for details.
DOI: 10.15468/dl.4td7kg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex ×sendtneriana Brügger"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124287-230224095556074/datasets/export for details.
DOI: 10.15468/dl.7e5z7c
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macrovipera schweizeri (Werner, 1935)"
 ]
}

 The dataset includes 40 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0279499-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v8b73g
title: Occurrence Download

description: A dataset containing 1147 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Selaginella uncinata (Desv. ex Poir.) Spring",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1147 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044229-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k66v6f
title: Occurrence Download

description: A dataset containing 794 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hemiergis talbingoensis Copland, 1946"
 ]
}

 The dataset includes 794 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0279481-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z9p5nk
title: Occurrence Download

description: A dataset containing 6115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calanidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 6115 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019998-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3dvzm7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex ×serravalensis Beauverd"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124301-230224095556074/datasets/export for details.
DOI: 10.15468/dl.venhkk
title: Occurrence Download

description: A dataset containing 679 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plestiodon chinensis (Gray, 1838)"
 ]
}

 The dataset includes 679 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0280891-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qnx32a
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Collophoridae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 156 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019972-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e3svne
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lycodon bibonius Ota & Ross, 1994"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0280897-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gu7zga
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichotosia gautierensis (J.J.Sm.) P.F.Hunt"
 ]
}

 The dataset includes 11 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020006-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hpaw3w
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bachia bresslaui (Amaral, 1935)"
 ]
}

 The dataset includes 14 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0280901-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzhjks
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex shandanica Y.C.Yang"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124328-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uup3y3
title: Occurrence Download

description: A dataset containing 1386 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus armandii Franch."
 ]
}

 The dataset includes 1386 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0364178-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6tducp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex shanensis C.B.Clarke"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124331-230224095556074/datasets/export for details.
DOI: 10.15468/dl.6bq96e
title: Occurrence Download

description: A dataset containing 160 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Branchiodrilus hortensis (Stephenson, 1910)"
 ]
}

 The dataset includes 160 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022488-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.