cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.782n74
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is A revision of the genus Cholovocera Victor, 1838 (Coleoptera: Endomychidae)",
 "Country is Croatia"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000843-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vgqmce
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Afromoths, online database of Afrotropical moth species (Lepidoptera)",
 "Country is Croatia"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000844-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mtabzd
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is A new species of Strouhaloniscellus Tabacaru, 1993 (Crustacea: Isopoda: Oniscidea) from a cave in Mt Biokovo, Croatia",
 "Country is Croatia"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000845-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10124357
title: nifDdada2

description: nifD database based on arbitrator from 2023
DOI: 10.5281/zenodo.10363982
title: The dataset of article "Analysis of Uncertainties and Associated Convective Processes in Simulations of Extreme Precipitation over Cities with a Regional Earth System Model: A Case Study"

description: The "outEXP02.nc" and "outEXP11.rar" are two examples of 11 simulations' output file in the article, in each of the file, 9 variables (horizontal wind u, horizontal wind v, vertical speed, height, temperature, pressure, precipitation, longitude and latitude) from outputs of simulation are included, the time interval is 2 hours.
The MERRA-2 dataset provides the initial and boundary conditions of chemical fields in simulations.
The era5 dataset provides the meteorological initial and boundary conditions in simulations.
DOI: 10.5517/ccdc.csd.cc2jvq6b
title: CCDC 2349372: Experimental Crystal Structure Determination

description: Related Article: Elnaz Hobbollahi, Uwe Monkowius|2024|CSD Communication|||
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: 10.5281/zenodo.13283980
title: Profiling results for electron-positron plus jets production with Pepper

description: Profiling results for electron positron plus jets production with Pepper v1.1.1

Contents

This includes data/output for the following GPU accelerated unweighted event generation runs:



A run over a few seconds to produce pepper-internal timing results (`*timers.csv` files)

The same run, but with `nvprof` (`*.nvprof` files)

A run with a single event batch, with `ncu --import-source on --set full` (`*.ncu-rep` files)


The simulated process is electron-positron pair production with n jets, with n = 0...4, at 13 TeV. The configuration files (`pepper.ini`) are included. Also the `pepper_cache` directories are included.

All results are for the "main" pepper variant (which uses Kokkos to utilise the GPU) and for the "native" pepper variant (which uses CUDA directly).

Software stack and CPU/GPU hardware details

The software/hardware used for the profiling are as follows:



GPU Driver: NVIDIA-SMI: 550.100, Driver Version: 550.100, CUDA Version: 12.4

GPU: Tesla V100S-PCIE-32GB

Cuda compilation tools: release 11.6, V11.6.124

Kokkos 4.3.01

gcc (GCC) 11.4.1 20231218 (Red Hat 11.4.1-3)

Intel(R) Xeon(R) Silver 4214R CPU @ 2.40GHz


Note that the event generation includes write-out of event files. The LHEH5 files are written to local SSD storage. The event files are not included in this dataset.

Additional run parameters




e^+ e^-
number of batches
batch size
rate (main variant)
rate (native variant)


+0j
20
1,179,648
5.7e9
7.4e9


+1j
20
1,179,648 * 2
1.4e10
3.3e10


+2j
80
1,179,648 / 2
1.3e10
5.4e10


+3j
20
1,179,648
7.7e9
1.6e10


+4j
20
1,179,648
2.2e9
3.1e9


+5j
20
1,179,648
3.4e8
4.2e8




The number of batches has been chosen such that the most important sub processes are likely to be sampled and such that the overall runtime is at least a few seconds. The batch size has been chosen by scanning over factors of two and picking the best-performing batch size with the native variant. The event rate is the number given in the Pepper output. It does not include the closing time of the generated HDF5 file, which can be significant for the two lowest multiplicities. This can be checked by inspecting the corresponding relative and absolute timing results in the `*timing.csv` files included in the dataset.
DOI: 10.5281/zenodo.13283981
title: Profiling results for electron-positron plus jets production with Pepper

description: Profiling results for electron positron plus jets production with Pepper v1.1.1

Contents

This includes data/output for the following GPU accelerated unweighted event generation runs:



A run over a few seconds to produce pepper-internal timing results (`*timers.csv` files)

The same run, but with `nvprof` (`*.nvprof` files)

A run with a single event batch, with `ncu --import-source on --set full` (`*.ncu-rep` files)


The simulated process is electron-positron pair production with n jets, with n = 0...4, at 13 TeV. The configuration files (`pepper.ini`) are included. Also the `pepper_cache` directories are included.

All results are for the "main" pepper variant (which uses Kokkos to utilise the GPU) and for the "native" pepper variant (which uses CUDA directly).

Software stack and CPU/GPU hardware details

The software/hardware used for the profiling are as follows:



GPU Driver: NVIDIA-SMI: 550.100, Driver Version: 550.100, CUDA Version: 12.4

GPU: Tesla V100S-PCIE-32GB

Cuda compilation tools: release 11.6, V11.6.124

Kokkos 4.3.01

gcc (GCC) 11.4.1 20231218 (Red Hat 11.4.1-3)

Intel(R) Xeon(R) Silver 4214R CPU @ 2.40GHz


Note that the event generation includes write-out of event files. The LHEH5 files are written to local SSD storage. The event files are not included in this dataset.

Additional run parameters




e^+ e^-
number of batches
batch size
rate (main variant)
rate (native variant)


+0j
20
1,179,648
5.7e9
7.4e9


+1j
20
1,179,648 * 2
1.4e10
3.3e10


+2j
80
1,179,648 / 2
1.3e10
5.4e10


+3j
20
1,179,648
7.7e9
1.6e10


+4j
20
1,179,648
2.2e9
3.1e9


+5j
20
1,179,648
3.4e8
4.2e8




The number of batches has been chosen such that the most important sub processes are likely to be sampled and such that the overall runtime is at least a few seconds. The batch size has been chosen by scanning over factors of two and picking the best-performing batch size with the native variant. The event rate is the number given in the Pepper output. It does not include the closing time of the generated HDF5 file, which can be significant for the two lowest multiplicities. This can be checked by inspecting the corresponding relative and absolute timing results in the `*timing.csv` files included in the dataset.
DOI: 10.15468/dl.ynfkxh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.850103 -33.307977, 148.850103 -33.310223, 148.852349 -33.310223, 148.852349 -33.307977, 148.850103 -33.307977))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057862-240626123714530/datasets/export for details.
DOI: 10.15468/dl.zb7h8c
title: Occurrence Download

description: A dataset containing 265 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nassella trichotoma (Nees) Hack. & Arechav.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1900",
 "BasisOfRecord is one of (Specimen)",
 "Country is one of (Australia, Canada, China, Mongolia, Moldova, Republic of, Latvia)",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than or equal to 20000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 265 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057863-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.efw4hv
title: Occurrence Download

description: A dataset containing 387 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Planococcus ficus (Signoret, 1875)"
 ]
}

 The dataset includes 387 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057864-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w42evv
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Geniculospora inflata (Ingold) Sv.Nilsson ex Marvanová & Sv.Nilsson",
 "Year 2000-2024"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057865-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10116719
title: Pepper Process Data

description: Pepper colour factor and process group data
DOI: 10.5281/zenodo.10207811
title: Pepper Process Data

description: Pepper colour factor and process group data
DOI: 10.2905/df6cfd52-ee0c-4647-a2b3-5fa56b8b5ab0
title: Baseline GECO 2022

description: The economic Multi-Regional Input-Output (I-O) tables used in the Global Energy and Climate Outlook (GECO) 2022 for the Reference scenario are presented. The Reference scenario (Baseline GECO 2022) represents a projection of the world economy with corresponding energy demand and greenhouse gas (GHG) emissions. The I-O tables are supplemented by energy balances (in physical units) and GHG emissions projections.

The I-O tables and the data on bilateral trade flows are derived from the Global Trade Analysis Project (GTAP) 10 database (Aguiar et al., 2019). The I-O tables are reconciled and projected for future years using a multi-regional balancing procedure (Temursho et al., 2021; Wojtowicz et al., 2019; Rey Los Santos et al., 2018), which ensures consistency across the various data sources used in the Reference scenario of the GECO 2022 (Keramidas et al., 2022).
DOI: 10.15468/dl.dcv8x5
title: Occurrence Download

description: A dataset containing 263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lymantria dispar Linnaeus, 1758)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1900",
 "BasisOfRecord is one of (Specimen)",
 "Country is one of (Australia, Canada, China, Mongolia, Moldova, Republic of, Latvia)",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than or equal to 20000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 263 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057867-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7xtavb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((149.5463 -33.307977, 149.5463 -33.310223, 149.548546 -33.310223, 149.548546 -33.307977, 149.5463 -33.307977))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057868-240626123714530/datasets/export for details.
DOI: 10.25345/c5kw57w25
title: MassIVE MSV000095562 - Characterisation of airway inflammation and airway proteomes associated with cystic fibrosis-related diabetes
title: The total the airway sputum proteome of people with cystic fibrosis (pwCF) with and without cystic fibrosis-related diabetes (CFRD) was characterised using data independent acquisition (DIA) liquid chromatography-mass spectrometry (LC-MS/MS). The proteome analyses identified sputum proteins specifically associated with CFRD.
DOI: 10.15468/dl.cqacry
title: Occurrence Download

description: A dataset containing 43991 species occurrences available in GBIF matching the query:
{
 "PublishingOrg" : [
 "is a3790e34-ad24-4d74-b7d4-ad77a84c5e61"
 ]
}

 The dataset includes 43991 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0336773-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13284157
title: Mandarin Chinese IDS wordlist by Hsiao-jung Yu and Yifan Wang

description: Cite the source of the dataset as:




Hsiao-jung Yu and Yifan Wang. 2021. Mandarin Chinese dictionary. In: Key, Mary Ritchie & Comrie, Bernard (eds.) The Intercontinental Dictionary Series. Leipzig: Max Planck Institute for Evolutionary Anthropology. (Available online at https://ids.clld.org/)
DOI: 10.5281/zenodo.4570271
title: Mandarin Chinese IDS wordlist by Hsiao-jung Yu and Yifan Wang

description: Cite the source of the dataset as: Hsiao-jung Yu and Yifan Wang. 2021. Mandarin Chinese dictionary. In: Key, Mary Ritchie & Comrie, Bernard (eds.) The Intercontinental Dictionary Series. Leipzig: Max Planck Institute for Evolutionary Anthropology. (Available online at https://ids.clld.org/)
DOI: 10.15468/dl.mybgvd
title: Occurrence Download

description: A dataset containing 38398 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Plants of Ghana"
 ]
}

 The dataset includes 38398 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0336771-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.4570270
title: Mandarin Chinese IDS wordlist by Hsiao-jung Yu and Yifan Wang

description: Cite the source of the dataset as:




Hsiao-jung Yu and Yifan Wang. 2021. Mandarin Chinese dictionary. In: Key, Mary Ritchie & Comrie, Bernard (eds.) The Intercontinental Dictionary Series. Leipzig: Max Planck Institute for Evolutionary Anthropology. (Available online at https://ids.clld.org/)
DOI: 10.5281/zenodo.5139881
title: Mandarin Chinese IDS wordlist by Hsiao-jung Yu and Yifan Wang

description: Cite the source of the dataset as: Hsiao-jung Yu and Yifan Wang. 2021. Mandarin Chinese dictionary. In: Key, Mary Ritchie & Comrie, Bernard (eds.) The Intercontinental Dictionary Series. Leipzig: Max Planck Institute for Evolutionary Anthropology. (Available online at https://ids.clld.org/)
DOI: 10.15468/dl.d67jdg
title: Occurrence Download

description: A dataset containing 2385 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is MATRIX project, Mabira in Uganda"
 ]
}

 The dataset includes 2385 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0336766-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ruy5a3
title: Occurrence Download

description: A dataset containing 4174 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Tree species Occurrence Data of Coastal Miombo in Western Tanzania."
 ]
}

 The dataset includes 4174 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0336744-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3cvmvj
title: Occurrence Download

description: A dataset containing 16336 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Tree Species Occurrence in Miombo Woodland of Tanzania."
 ]
}

 The dataset includes 16336 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0336734-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hb37yx
title: Occurrence Download

description: A dataset containing 10886 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Estudios bióticos (Plantas, Fauna Edáfica, Anfibios y Aves) en los Complejos de páramos Chiles-Cumbal, La Cocha-Patascoy y Doña Juana Chimayoy.",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 10886 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0299537-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ys7spy
title: Occurrence Download

description: A dataset containing 2285 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Rasgos funcionales de plantas, anfibios y aves estudios bióticos complejos de páramos Chiles - Cumbal, La Cocha - Patascoy, Doña Juana - Chimayoy",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 2285 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0299531-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwmshc
title: Occurrence Download

description: A dataset containing 8913 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Wilson Botanical Garden - Las Cruces Biological Station"
 ]
}

 The dataset includes 8913 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0299486-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.72y8qu
title: Occurrence Download

description: A dataset containing 3137 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbarium - Las Cruces Biological Station"
 ]
}

 The dataset includes 3137 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0299482-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z69wgg
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Gyoerffyella rotula (Höhn.) Marvanová",
 "Year 2000-2024"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057870-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.836sf6
title: Occurrence Download

description: A dataset containing 8913 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Wilson Botanical Garden - Las Cruces Biological Station"
 ]
}

 The dataset includes 8913 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0294809-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.242vp9
title: Occurrence Download

description: A dataset containing 906 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Digital Florula - Las Cruces Biological Station"
 ]
}

 The dataset includes 906 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0294745-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kndf66
title: Occurrence Download

description: A dataset containing 9765 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Literature Occurrence, Living Specimen, Unknown evidence, Occurrence evidence, Specimen, Machine Observation)",
 "Geometry POLYGON((151.92988 -28.74368,153.70511 -28.74368,153.70511 -27.20424,151.92988 -27.20424,151.92988 -28.74368))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bryophyta"
 ]
}

 The dataset includes 9765 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057869-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k7xrhb
title: Occurrence Download

description: A dataset containing 3137 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbarium - Las Cruces Biological Station"
 ]
}

 The dataset includes 3137 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0294727-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jjhf2x
title: Occurrence Download

description: A dataset containing 352692 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Plantae of Costa Rica (INBio)"
 ]
}

 The dataset includes 352692 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0286956-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zrpy5y
title: Occurrence Download

description: A dataset containing 16336 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Tree Species Occurrence in Miombo Woodland of Tanzania."
 ]
}

 The dataset includes 16336 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120567-200613084148143/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.25540090
title: Crotalus_adamanteus_primary_genome_assembly

description: Chromosome-level and haplotype-resolved genome assembly of Crotalus adamanteus using PacBio HiFi and HiC data.This is the primary genome assembly linked to the BioSample SAMN30275639 in NCBI.<br>
DOI: 10.15468/dl.86r68h
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Endemic plant species of Udzungwa Mountains National Park in Eastern Arc of Tanzania"
 ]
}

 The dataset includes 17 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120560-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.