cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4yfgkc
title: Occurrence Download

description: A dataset containing 25102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "TaxonKey is Tuberaria guttata"
 ]
}

 The dataset includes 25102 records from 562 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014872-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xqxta2
title: Occurrence Download

description: A dataset containing 27335 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "TaxonKey is Urospermum dalechampii"
 ]
}

 The dataset includes 27335 records from 360 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014873-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hytxgs
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geum macrophyllum",
 "Country is Iceland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014874-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17174370
title: Joint single-cell measurements of surface proteins, intracellular proteins and gene expression with icCITE-seq [TCR100-icCITE]

description: The development of single-cell RNA-sequencing assays has transformed our understanding of cellular and tissue heterogeneity, yielding significant insights into disease biology and its underlying mechanisms. In this work, we describe icCITE-seq (intracellular cellular indexing of transcriptomes and epitopes), a scalable method that simultaneously measures surface and intracellular protein levels alongside gene expression across thousands of cells. We validate the specificity of intracellular staining and demonstrate the utility of this multi-omic approach in interrogating phenotypic cellular states through targeted genetic perturbations in primary human T cells. icCITE-seq enables systematic profiling of gene expression, coupled with cytoplasmic, nuclear and post-translational modification epitopes, providing an integrated approach towards understanding cellular identity, complexity and disease regulatory mechanisms.
DOI: 10.5281/zenodo.17174371
title: Joint single-cell measurements of surface proteins, intracellular proteins and gene expression with icCITE-seq [TCR100-icCITE]

description: The development of single-cell RNA-sequencing assays has transformed our understanding of cellular and tissue heterogeneity, yielding significant insights into disease biology and its underlying mechanisms. In this work, we describe icCITE-seq (intracellular cellular indexing of transcriptomes and epitopes), a scalable method that simultaneously measures surface and intracellular protein levels alongside gene expression across thousands of cells. We validate the specificity of intracellular staining and demonstrate the utility of this multi-omic approach in interrogating phenotypic cellular states through targeted genetic perturbations in primary human T cells. icCITE-seq enables systematic profiling of gene expression, coupled with cytoplasmic, nuclear and post-translational modification epitopes, providing an integrated approach towards understanding cellular identity, complexity and disease regulatory mechanisms.
DOI: 10.7910/dvn/rngjfi
title: GPU Power and Performance Metrics for Multiple NVIDIA Architectures

description: We created benchmark applications from the i) Rodinia [14] suite, ii) CUDA SDK3. Additionally, we developed a set of linear algebra-based benchmarks such as relu, softmax, scalar multiplication, scalar addition, matrix determinant, matrix transpose, and a few others. Using our data collection tool shown in &lt;a href="https://github.com/tanish111/GPU-Power-Prediction-"&gt;&lt;b&gt;GPUDevice&lt;/b&gt;&lt;/a&gt;, we executed these benchmarks on four NVIDIA GPU architectures: Tesla K80 (Kepler), Tesla V100 (Volta), RTX A4000 (Ampere), and RTX 4060 (Ada Lovelace) with various launch configurations and measured the actual power consumption. We used the NVIDIA Management Library (NVML). NVML, a C-based interface, is built for monitoring and managing various hardware states within NVIDIA Quadro and Tesla GPUs. NVML utilizes on-chip sensors for power measurement.
he dataset in the GPU Power Prediction repository comprises measurements of GPU power consumption during the execution of various CUDA kernels. These measurements are essential for training machine learning models aimed at predicting GPU power usage based on kernel characteristics.
Data Format
The dataset is structured in CSV format, with each row representing a single kernel execution. The columns include:
Kernel ID: Unique identifier for each kernel.
Kernel Name: Name of the CUDA kernel.
Execution Time (ms): Time taken for kernel execution in milliseconds.
Power Consumption (W): Measured GPU power consumption during kernel execution in watts.
Memory Usage (MB): Amount of GPU memory used during kernel execution.
Thread Count: Number of threads launched by the kernel.
Block Count: Number of blocks launched by the kernel.
Shared Memory Usage (KB): Amount of shared memory used during kernel execution.
Usage
This dataset is utilized to train machine learning models that can predict GPU power consumption based on kernel characteristics. By analyzing the relationships between kernel parameters and power usage, these models can assist in optimizing GPU resource utilization and energy efficiency.
description: The dataset captures GPU power consumption and execution metrics for CUDA kernels, including power (W), execution time (ms), memory usage, threads, blocks, and shared memory, provided in CSV format to support machine learning model training, GPU performance analysis, and energy-efficient kernel optimization. Data was collected on specific GPU models, so results may vary on other hardware, and it is linked to the paper *Prabhu, Gargi Alavani et al., “Estimating Power Consumption of GPU Application Using Machine Learning Tool,” 2024 IEEE ICTAI, pp. 734–739, doi:10.1109/ICTAI62512.2024.00109*.
DOI: 10.15468/dl.2rfx5n
title: Occurrence Download

description: A dataset containing 6009 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geum macrophyllum",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6009 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014876-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17198181
title: Raw Olink proteomics data for "Discovering Biomarkers for Asymptomatic Tuberculosis via Olink Proteomics and Machine Learning"

description: This dataset includes the raw Olink proteomics NPX values for the discovery cohort (n=60)  supporting the findings of the manuscript titled "Discovering Biomarkers for Asymptomatic Tuberculosis via Olink Proteomics and Machine Learning"
DOI: 10.5281/zenodo.17198182
title: Raw Olink proteomics data for "Discovering Biomarkers for Asymptomatic Tuberculosis via Olink Proteomics and Machine Learning"

description: This dataset includes the raw Olink proteomics NPX values for the discovery cohort (n=60)  supporting the findings of the manuscript titled "Discovering Biomarkers for Asymptomatic Tuberculosis via Olink Proteomics and Machine Learning"
DOI: 10.15468/dl.by9dyp
title: Occurrence Download

description: A dataset containing 57348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erythrogenys erythrocnemis",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 57348 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014748-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17174368
title: Joint single-cell measurements of surface proteins, intracellular proteins and gene expression with icCITE-seq [TCR100-CITE]

description: The development of single-cell RNA-sequencing assays has transformed our understanding of cellular and tissue heterogeneity, yielding significant insights into disease biology and its underlying mechanisms. In this work, we describe icCITE-seq (intracellular cellular indexing of transcriptomes and epitopes), a scalable method that simultaneously measures surface and intracellular protein levels alongside gene expression across thousands of cells. We validate the specificity of intracellular staining and demonstrate the utility of this multi-omic approach in interrogating phenotypic cellular states through targeted genetic perturbations in primary human T cells. icCITE-seq enables systematic profiling of gene expression, coupled with cytoplasmic, nuclear and post-translational modification epitopes, providing an integrated approach towards understanding cellular identity, complexity and disease regulatory mechanisms.
DOI: 10.5281/zenodo.17174369
title: Joint single-cell measurements of surface proteins, intracellular proteins and gene expression with icCITE-seq [TCR100-CITE]

description: The development of single-cell RNA-sequencing assays has transformed our understanding of cellular and tissue heterogeneity, yielding significant insights into disease biology and its underlying mechanisms. In this work, we describe icCITE-seq (intracellular cellular indexing of transcriptomes and epitopes), a scalable method that simultaneously measures surface and intracellular protein levels alongside gene expression across thousands of cells. We validate the specificity of intracellular staining and demonstrate the utility of this multi-omic approach in interrogating phenotypic cellular states through targeted genetic perturbations in primary human T cells. icCITE-seq enables systematic profiling of gene expression, coupled with cytoplasmic, nuclear and post-translational modification epitopes, providing an integrated approach towards understanding cellular identity, complexity and disease regulatory mechanisms.
DOI: 10.15468/dl.tmkzyx
title: Occurrence Download

description: A dataset containing 19249 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((14.433443196423825 47.91645783934891, 14.543759870853126 47.91194522751356, 14.55042971760402 47.98672462407513, 14.439952122066044 47.99124487023103, 14.433443196423825 47.91645783934891))"
 ]
}

 The dataset includes 19249 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014878-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mda9q2
title: Occurrence Download

description: A dataset containing 1263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geum macrophyllum",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1263 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014877-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.en4m5f
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Perilla frutescens japonica)"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014879-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yhvt3k
title: Occurrence Download

description: A dataset containing 98486 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "TaxonKey is Quercus ilex"
 ]
}

 The dataset includes 98486 records from 755 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014828-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.odmkyo
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Linociera philippinensis Merr."
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003849-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vwpmkc
title: Occurrence Download

description: A dataset listing the 2053 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbario de Universidad de Murcia: MUB"
 ]
}

 The dataset's 2053 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027269-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c9755m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arctium ×dualis (Juz.) Duist."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0149439-230224095556074/datasets/export for details.
DOI: 10.15468/dl.pvnzeh
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aotus lemurinus I. Geoffroy, 1843"
 ]
}

 The dataset includes 53 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003849-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvpc9u
title: Occurrence Download

description: A dataset containing 11324 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Animalia",
 "DecimalLatitude is greater than 43.5318448055759",
 "DecimalLatitude is less than 43.9308289248794",
 "DecimalLongitude is greater than -104.106956355767",
 "DecimalLongitude is less than -103.55598944051"
 ]
}

 The dataset includes 11324 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003849-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xpqh5h
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Occurrence evidence)",
 "Geometry POLYGON((1.05393 -18.51526,30.81027 -18.51526,26.77938 -2.98018,30.81027 11.30109,1.05393 11.30109,1.05393 -18.51526))",
 "HasCoordinate is true",
 "TaxonKey is Gorilla gorilla (Savage, 1847)"
 ]
}

 The dataset includes 114 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0149437-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cvjivu
title: Occurrence Download

description: A dataset containing 1614 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Turdus cardis Temminck, 1831"
 ]
}

 The dataset includes 1614 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003849-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0wexlk
title: Occurrence Download

description: A dataset containing 31176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Neovison vison (Schreber, 1777)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 31176 records from 176 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003849-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v4cye8
title: Occurrence Download

description: A dataset containing 2162753 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is SAFRING: Historical Bird Ringing Records (2005-2009)"
 ]
}

 The dataset includes 2162753 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033105-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.an6q1k
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hydraecia osseola Staudinger, 1882",
 "HasCoordinate is true"
 ]
}

 The dataset includes 54 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003849-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbcuxq
title: Occurrence Download

description: A dataset containing 447 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is one of (North America, Asia)",
 "CoordinateUncertaintyInMeters 0.0-100.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Reynoutria sachalinensis (F.Schmidt) Nakai",
 "Year 1980-2023"
 ]
}

 The dataset includes 447 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047985-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h2crha
title: Occurrence Download

description: A dataset containing 810 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters is less than or equal to 100000.0",
 "TaxonKey is Elephas maximus indicus Cuvier, 1798"
 ]
}

 The dataset includes 810 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027292-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oywngu
title: Occurrence Download

description: A dataset containing 155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bradycellus csikii Laczo, 1912",
 "HasCoordinate is true"
 ]
}

 The dataset includes 155 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003849-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ecixkj
title: Occurrence Download

description: A dataset containing 25324 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Potentilla palustris (L.) Scop."
 ]
}

 The dataset includes 25324 records from 196 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003850-150316153013904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aj2f48
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-73.82767 10.44389,-70.88706 10.44389,-70.88706 12.55455,-73.82767 12.55455,-73.82767 10.44389))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Albizia Durazz."
 ]
}

 The dataset includes 110 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027295-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c0akfk
title: Occurrence Download

description: A dataset containing 236 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bassariscus astutus astutus"
 ]
}

 The dataset includes 236 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003850-150410134957023/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xt6mtu
title: Occurrence Download

description: A dataset containing 3387 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Occurrence evidence)",
 "CoordinateUncertaintyInMeters 0.0-30000.0",
 "GadmGid is MDG",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 3387 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033111-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ilmkyc
title: Occurrence Download

description: A dataset containing 787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phaseolus vulgaris L.",
 "Country is Russian Federation"
 ]
}

 The dataset includes 787 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003850-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ayh43
title: Occurrence Download

description: A dataset containing 261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "GadmGid is NPL.1.1_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Ageratina adenophora (Spreng.) R.M.King & H.Rob.",
 "Year 2000-2023"
 ]
}

 The dataset includes 261 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032488-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hkmr4p
title: Occurrence Download

description: A dataset containing 9997 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myrtus communis L."
 ]
}

 The dataset includes 9997 records from 158 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003850-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.