cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.etds7u
title: Occurrence Download

description: A dataset containing 17857 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dicksonia antarctica Labill."
 ]
}

 The dataset includes 17857 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000949-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6shu63
title: Occurrence Download

description: A dataset containing 546 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vermivora bachmanii (Audubon, 1833)"
 ]
}

 The dataset includes 546 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000930-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gen5ue
title: Occurrence Download

description: A dataset listing the 6 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atlanta helicinoidea J.E.Gray, 1850"
 ]
}

 The dataset's 6 records were derived from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000946-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3azza
title: Occurrence Download

description: A dataset containing 3319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Odocoileus virginianus (Zimmermann, 1780)"
 ]
}

 The dataset includes 3319 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000931-250227182430271/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.28513160.v3
title: Datapack for a tutorial on binning and population genetics in anvi'o

description: A datapack for an anvi'o tutorial on metagenomic binning and population genetics. Data comes originally from Shaiber et al, 2020 (https://genomebiology.biomedcentral.com/articles/10.1186/s13059-020-02195-w). Contains one co-assembly of 5 human tongue samples (T_B_M) from one individual, plus profiled read-mapping data from those samples and 15 additional human tongue samples from 3 individuals (5 each, T_B_F / T_A_M / T_A_F).
DOI: 10.5281/zenodo.14946702
title: Autobiographical Drawing Memory Task
DOI: 10.5281/zenodo.14946703
title: Autobiographical Drawing Memory Task
DOI: 10.15468/dl.tvz9te
title: Occurrence Download

description: A dataset containing 9897 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Parthenocissus tricuspidata (Siebold & Zucc.) Planch.)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9897 records from 165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000932-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14258558
title: Remote sensing measurements of the nighttime D-region ionosphere based on very low frequency tweek observations in China

description: Figures, data, and code used in my paper describing "Remote sensing measurements of the nighttime D-region ionosphere based on very low frequency tweek observations in China"
DOI: 10.5281/zenodo.14258557
title: Remote sensing measurements of the nighttime D-region ionosphere based on very low frequency tweek observations in China

description: Figures, data, and code used in my paper describing "Remote sensing measurements of the nighttime D-region ionosphere based on very low frequency tweek observations in China"
DOI: 10.5281/zenodo.14945792
title: South African Disaggregated Provincial Electricity and Liquid Fuels Energy Balance for 2017 - South Africa

description: South African Disaggregated Provincial Electricity and Liquid Fuels Energy Balance for 2017Compiled under the RE-Integrate Project to support the Provincial South African TIMES model.This dataset merges 2017 liquid fuel sales data (from SAPIA/DMRE) with electricity sales data (from Eskom and municipalities) to provide a partial energy balance disaggregated to the provincial level. It specifically uses 2017 data as a load shedding-free, pre-COVID baseline (since both load shedding from inconsistent and severe national electricity supply shortages, and COVID lockdowns and associated economic downturn had drastic distorting effects on energy demand in recent years). Further disaggregation (e.g., Western Cape separated from the City of Cape Town, industrial sub-sectors, household income groups) is planned for ongoing work. Updated 2024 data is being sourced (still unreleased) to reflect post-COVID, post-load-shedding conditions in 2024 and will be incorporated to develop an improved, more recent baseline.Created by: Bruno Merven, Energy Systems Research Group, University of Cape TownWith Contributions from: Mashaka Lubenga, Energy Systems Research Group, University of Cape TownLast update: February 2025
DOI: 10.5281/zenodo.14945793
title: South African Disaggregated Provincial Electricity and Liquid Fuels Energy Balance for 2017 - South Africa

description: South African Disaggregated Provincial Electricity and Liquid Fuels Energy Balance for 2017Compiled under the RE-Integrate Project to support the Provincial South African TIMES model.This dataset merges 2017 liquid fuel sales data (from SAPIA/DMRE) with electricity sales data (from Eskom and municipalities) to provide a partial energy balance disaggregated to the provincial level. It specifically uses 2017 data as a load shedding-free, pre-COVID baseline (since both load shedding from inconsistent and severe national electricity supply shortages, and COVID lockdowns and associated economic downturn had drastic distorting effects on energy demand in recent years). Further disaggregation (e.g., Western Cape separated from the City of Cape Town, industrial sub-sectors, household income groups) is planned for ongoing work. Updated 2024 data is being sourced (still unreleased) to reflect post-COVID, post-load-shedding conditions in 2024 and will be incorporated to develop an improved, more recent baseline.Created by: Bruno Merven, Energy Systems Research Group, University of Cape TownWith Contributions from: Mashaka Lubenga, Energy Systems Research Group, University of Cape TownLast update: February 2025
DOI: 10.5281/zenodo.14931211
title: Spatial Hourly Renewable Energy Supply Profiles for 10 Supply Areas of South Africa

description: Spatial hourly renewable energy supply profiles have been created for 10 supply areas of South Africa for onshore wind and solar PV. The 10 regional zones used are the "Eskom Supply Areas" provided in the Generation Capacity Connection Assessment 2025 (GCCA2025) and roughly match the administrative boundaries of the 9 provinces of South Africa with an additional Hydra Central cluster added to better model the electrical transmission network of the country. Renewables.ninja is used to obtain wind and PV production profiles both for the existing known locations of RE plants in South Africa (to be used for bias-correction) and also for prospective project locations obtained from the "Eskom 2024 South African Renewable Energy Grid Survey" (Eskom RE Survey 2024) indicating where project developers are most interested in constructing new plants in the future. Bias correction factors are calculated and applied for each of the regional profiles using the DoE REDIS production data of existing utility-scale RE plants in South Africa as the "ground truth" values to correct and improve the match of the modelled profiles. The correction factors allow for a better match of the satellite-based and modelled profiles from Renewables.ninja to the actual production performance of plants in the country, and these correction factors are then used to adjust the remaining modelled profiles in locations where no existing plants are operating. Onshore wind farms are modelled here with no off-shore plants currently assumed or modelled. The modelled PV profiles here represent utility-scale PV plants with single-axis tracking installed due to their highly favourable cost-performance trade-off in South African irradiation conditions, these profiles would not be appropriate for rooftop PV systems.
DOI: 10.5281/zenodo.14931212
title: Spatial Hourly Renewable Energy Supply Profiles for 10 Supply Areas of South Africa

description: Spatial hourly renewable energy supply profiles have been created for 10 supply areas of South Africa for onshore wind and solar PV. The 10 regional zones used are the "Eskom Supply Areas" provided in the Generation Capacity Connection Assessment 2025 (GCCA2025) and roughly match the administrative boundaries of the 9 provinces of South Africa with an additional Hydra Central cluster added to better model the electrical transmission network of the country. Renewables.ninja is used to obtain wind and PV production profiles both for the existing known locations of RE plants in South Africa (to be used for bias-correction) and also for prospective project locations obtained from the "Eskom 2024 South African Renewable Energy Grid Survey" (Eskom RE Survey 2024) indicating where project developers are most interested in constructing new plants in the future. Bias correction factors are calculated and applied for each of the regional profiles using the DoE REDIS production data of existing utility-scale RE plants in South Africa as the "ground truth" values to correct and improve the match of the modelled profiles. The correction factors allow for a better match of the satellite-based and modelled profiles from Renewables.ninja to the actual production performance of plants in the country, and these correction factors are then used to adjust the remaining modelled profiles in locations where no existing plants are operating. Onshore wind farms are modelled here with no off-shore plants currently assumed or modelled. The modelled PV profiles here represent utility-scale PV plants with single-axis tracking installed due to their highly favourable cost-performance trade-off in South African irradiation conditions, these profiles would not be appropriate for rooftop PV systems.
DOI: 10.5281/zenodo.14931687
title: Dataset for Tunisia Electricity Mix
DOI: 10.5281/zenodo.14931688
title: Dataset for Tunisia Electricity Mix
DOI: 10.15468/dl.nva2yd
title: Occurrence Download

description: A dataset containing 2167 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dipteryx alata Vogel"
 ]
}

 The dataset includes 2167 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000950-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14946779
title: costus_cupreifolius_spades_01.fasta.gz
DOI: 10.5281/zenodo.14946780
title: costus_cupreifolius_spades_01.fasta.gz
DOI: 10.15468/dl.5az6px
title: Occurrence Download

description: A dataset containing 16304 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Malaysia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bucerotiformes",
 "Year 2009-2017"
 ]
}

 The dataset includes 16304 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000951-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nva9rf
title: Occurrence Download

description: A dataset containing 9389982 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erithacus rubecula (Linnaeus, 1758)"
 ]
}

 The dataset includes 9389982 records from 6543 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000941-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21338/essmd2025_reg10_e01
title: ESS Multilevel Data 2025, region ESS11, edition 1.0
DOI: 10.15468/dl.9wwat3
title: Occurrence Download

description: A dataset containing 398 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "Geometry POLYGON((-77.96014 -13.91957,-72.97233 -18.59377,-70.71314 -18.34331,-69.53954 -17.8413,-68.60066 -16.35505,-71.88675 -11.65937,-77.96014 -13.91957))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Progne tapera (Linnaeus, 1766)"
 ]
}

 The dataset includes 398 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071355-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.35097/ughqfqnvr2sgtypb
title: Robust Bilinear Rotations I - Data

description: This DOI contains pulse shapes (Bruker format), pulse shapes (Topspin), NMR data (JCAMP-DX and Bruker format), and simulation code (Julia - programming language) as used in the corresponding publication.
DOI: 10.15468/dl.hm9km2
title: Occurrence Download

description: A dataset containing 119718 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((13.42436 69.86167,4.6469 67.01976,-8.26114 67.2205,-19.62021 67.81281,-28.39768 64.25374,-27.88135 53.09437,-17.55493 44.99691,-16.52228 30.81969,3.61426 32.57676,19.62021 30.37524,38.72411 32.14062,54.21375 33.87246,66.60546 43.14228,72.80133 50.54193,70.21972 62.16009,38.20778 72.6752,23.23447 73.42765,13.42436 69.86167))",
 "TaxonKey is Gentiana lutea L."
 ]
}

 The dataset includes 119718 records from 505 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071366-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yq5f4f
title: Occurrence Download

description: A dataset containing 32464 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "Geometry POLYGON((-8.83761 35.7073,-5.74583 35.35686,1.05988 36.57559,4.23937 43.02085,-3.73361 44.23135,-10.1058 44.07451,-10.17277 36.84709,-8.83761 35.7073))",
 "OccurrenceStatus is Present",
 "TaxonKey is Salmo trutta Linnaeus, 1758"
 ]
}

 The dataset includes 32464 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071356-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data299
title: Spanish-Asturian LMF Apertium Bilingual dictionary

description: This is the LMF version of the Apertium bilingual dictionary for Spanish and Asturian languages. Bilingual LMF dictionaries were generated from Apertium bilingual dix files. For each Apertium bilingual correspondence, the corresponding source and target monolingual entries (LexicalEntry) were generated in addition to the bilingual correspondence (SenseAxis) element. Apertium is a free/open-source machine translation platform, initially aimed at related-language pairs but recently expanded to deal with more divergent language pairs (such as English-Catalan). The platform provides: a language-independent machine translation engine; tools to manage the linguistic data necessary to build a machine translation system for a given language pair and linguistic data for a growing number of language pairs.
DOI: 10.15468/dl.9e2can
title: Occurrence Download

description: A dataset containing 16635134 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Russian Federation"
 ]
}

 The dataset includes 16635134 records from 3189 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071363-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cyu5tj
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pinus squamata X.W.Li"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009255-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sxr9gx
title: Occurrence Download

description: A dataset containing 4607 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hylastes ater Erichson, 1836)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4607 records from 199 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009186-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v3gj2d
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Abies fanjingshanensis W.L.Huang, Y.L.Tu & S.Z.Fang"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009257-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kpgcyz
title: Occurrence Download

description: A dataset containing 1381 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scaptomyza flava (Fallén, 1823)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1381 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009256-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ycque6
title: Occurrence Download

description: A dataset containing 3791 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hylurgus ligniperda (J.C.Fabricius, 1787))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3791 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009187-250227182400228/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.28560086
title: newcomer.xlsx

description: Survey from 412 newcomers and 119 supervisors across 84 startup firms.
DOI: 10.6084/m9.figshare.28560086.v1
title: newcomer.xlsx

description: Survey from 412 newcomers and 119 supervisors across 84 startup firms.
DOI: 10.15468/dl.uen5g7
title: Occurrence Download

description: A dataset containing 270303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Lutra lutra (Linnaeus, 1758)"
 ]
}

 The dataset includes 270303 records from 1007 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009184-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d76ms2
title: Occurrence Download

description: A dataset containing 33297 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hyparrhenia hirta (L.) Stapf)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 33297 records from 237 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009258-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/6noalr7k
title: U-net: Convolutional networks for biomedical image segmentation

description: The U-net is a deep convolutional neural network for biomedical image segmentation.
DOI: 10.57702/7v8c0uqq
title: Quora Dataset

description: The dataset used in this paper is a real-world dataset from Quora, containing 372,818 questions and 1,739,222 answers associated with topics, upvotes, timestamps, etc.
DOI: 10.57702/75yor1kd
title: LIDC-IDRI Lung Cancer Screening Trial

description: A dataset of 888 CT scans collected in the LIDC-IDRI lung cancer screening trial
DOI: 10.57702/z6awjqbb
title: Freeway performance measurement system: operational analysis tool

description: Freeway performance measurement system: operational analysis tool
DOI: 10.57702/uhzjlyu6
title: Temperature measurement in 45 cities in Sweden

description: Temperature measurement in 45 cities in Sweden
DOI: 10.57702/hvu9te1b
title: iNat Challenge 2019

description: The iNat Challenge 2019 contains images of 1,010 species, with a combined training and validation set of 268,243 images.
DOI: 10.57702/uvhqa3rm
title: Multi-Human Parsing

description: The MHP dataset contains images of humans with annotated instance segmentation masks.
DOI: 10.57702/r6txt7p1
title: 99mTc-sestamibi SPECT dataset

description: A dataset of 99mTc-sestamibi SPECT images for automatic reorientation and segmentation of the left ventricle.
DOI: 10.57702/dncqq38p
title: SpeechCLIP

description: SpeechCLIP is a novel framework to integrate speech SSL models with a pre-trained vision and language model.
DOI: 10.57702/gb0kjjea
title: Digital Document Stream Segmentation Dataset

description: The dataset used in the paper is a digital document stream segmentation dataset for the title insurance domain.
DOI: 10.57702/rkgq9j0s
title: CIFAR-10, Imagenette, and ImageNet

description: The dataset used in the paper is CIFAR-10, Imagenette, and ImageNet.
DOI: 10.15468/dl.x88emu
title: Occurrence Download

description: A dataset containing 377 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "Country is one of (Colombia)",
 "TaxonKey is one of (Lithobates catesbeianus (Shaw, 1802))"
 ]
 }
 ]
}

 The dataset includes 377 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013520-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/9ovoblxy
title: SHREC ’11 dataset

description: The SHREC ’11 dataset is a popular choice for evaluating network performance in shape classification tasks.
DOI: 10.57702/7lz8l7o1
title: P3M-10k

description: Established the first large-scale anonymized portrait matting benchmark P3M-10k, containing 10,000 high-resolution face-blurred portrait images along with high-quality alpha mattes.
DOI: 10.15468/dl.um2wgc
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydrocotyle langsdorffii DC."
 ]
}

 The dataset includes 88 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013517-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.