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

description: A dataset containing 56 records in GBIF matching the query:
SELECT "year", COUNT(*) as RecordsCount 
 FROM occurrence
 WHERE "year" &gt;= 1970 
 AND level0gid = 'AUT'
 AND countrycode = 'AT'
 AND (kingdom = 'Plantae' OR kingdom = 'Animalia') 
 AND (basisOfRecord = 'OBSERVATION' OR basisOfRecord = 'LIVING_SPECIMEN' OR basisOfRecord = 'MATERIAL_SAMPLE' OR basisOfRecord = 'HUMAN_OBSERVATION' OR basisOfRecord = 'MACHINE_OBSERVATION' OR basisOfRecord = 'OCCURRENCE')
 AND occurrenceStatus = 'PRESENT' 
 AND decimalLongitude IS NOT NULL 
 AND decimalLatitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID') 
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE') 
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE') 
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH') 
 GROUP BY "year"
 ORDER BY "year"

 The dataset's 56 records were derived from 165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014920-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t8dv7n
title: Occurrence Download

description: A dataset containing 949 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 (Nicotiana sanderae)"
 ]
}

 The dataset includes 949 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014952-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.27zzne
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Potentilla inclinata",
 "Country is Latvia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014955-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmghpd
title: Occurrence Download

description: A dataset containing 6537428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phylloscopus collybita)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 6537428 records from 5596 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014901-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.64pq6r
title: Occurrence Download

description: A dataset containing 1090 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Croton sylvaticus Hochst.",
 "Continent is Africa"
 ]
}

 The dataset includes 1090 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000558-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yuj4z2
title: Occurrence Download

description: A dataset containing 166 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ommatissus lybicus de Bergevin, 1930"
 ]
}

 The dataset includes 166 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000559-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7phz68
title: Occurrence Download

description: A dataset containing 366 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cryptosepalum exfoliatum De Wild.",
 "Continent is Africa"
 ]
}

 The dataset includes 366 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000560-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jafbjy
title: Occurrence Download

description: A dataset listing the 99 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-59.00566 -34.09526,-58.97898 -34.10665,-58.96794 -34.11474,-58.96794 -34.12726,-58.97972 -34.13683,-58.96647 -34.14787,-58.95027 -34.15082,-58.9372 -34.14385,-58.91217 -34.15195,-58.90113 -34.17992,-58.86874 -34.17182,-58.85107 -34.18287,-58.78187 -34.22998,-58.71488 -34.2447,-58.68764 -34.20348,-58.69574 -34.1733,-58.72739 -34.16888,-58.7458 -34.16152,-58.77009 -34.12471,-58.80175 -34.08128,-58.68175 -34.02754,-58.70236 -34.00398,-58.73991 -33.9657,-58.77524 -33.94582,-58.80764 -33.95539,-58.82898 -33.95686,-58.85328 -33.95171,-58.8761 -33.93404,-58.89524 -33.90165,-58.90923 -33.88987,-58.96518 -33.93183,-58.96665 -33.94214,-58.96444 -33.95834,-59.00566 -34.09526))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 99 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000542-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m4kjtc
title: Occurrence Download

description: A dataset containing 750 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cryptosepalum maraviense Oliv.",
 "Continent is Africa"
 ]
}

 The dataset includes 750 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000561-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxp7bw
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centaurea luristanica Rech.fil."
 ]
}

 The dataset includes 8 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000564-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4k3atd
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myristica yunnanensis Y.H.Li"
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000563-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14044085
title: Post-consumer flexible packaging characterization

description: Dataset on post-consumer waste flexible packaging 

Analysis of the composition made with FTIR spectrometer Antaris II 

200 Samples characterized

Waste coming for French Material Recovery Facilities (Yellow bins)
DOI: 10.5281/zenodo.14044086
title: Post-consumer flexible packaging characterization

description: Dataset on post-consumer waste flexible packaging 

Analysis of the composition made with FTIR spectrometer Antaris II 

200 Samples characterized

Waste coming for French Material Recovery Facilities (Yellow bins)
DOI: 10.18112/openneuro.ds005613.v1.0.0
title: NEBULA101 NeuroBehavioural Understanding of Language Aptitude
DOI: 10.15468/dl.tcm73g
title: Occurrence Download

description: A dataset containing 2089 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ctenium newtonii Hack.",
 "Continent is Africa"
 ]
}

 The dataset includes 2089 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000565-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ktt3t8
title: Occurrence Download

description: A dataset containing 1766 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cymbopogon caesius (Hook. & Arn.) Stapf",
 "Continent is Africa"
 ]
}

 The dataset includes 1766 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000567-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.46vecb
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centaurea kandavanensis Wagenitz"
 ]
}

 The dataset includes 13 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000566-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13293809
title: growth habit: growth-habit.txt.gz

description: data coverage snapshot, plant growth form
DOI: 10.5281/zenodo.13293810
title: growth habit: growth-habit.txt.gz

description: growth habit for all available taxa
DOI: 10.5281/zenodo.13305675
title: growth habit: growth-habit.txt.gz

description: data coverage snapshot, plant growth form
DOI: 10.15468/dl.348xvz
title: Occurrence Download

description: A dataset containing 331 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cymbopogon densiflorus (Steud.) Stapf",
 "Continent is Africa"
 ]
}

 The dataset includes 331 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000568-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nc9846
title: Occurrence Download

description: A dataset containing 6572 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynodon dactylon (L.) Pers.",
 "Continent is Africa"
 ]
}

 The dataset includes 6572 records from 193 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000569-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ufk6tw
title: Occurrence Download

description: A dataset containing 19786528 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation)",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (e2e717bf-551a-4917-bdc9-4fa0f342c530, 28eb1a3f-1c15-4a95-931a-4af90ecb574d)",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 19786528 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000484-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8wus2f
title: Occurrence Download

description: A dataset containing 1371 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus albescens (Steud.) Larridon & Govaerts",
 "Continent is Africa"
 ]
}

 The dataset includes 1371 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000570-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14046658
title: Resupinatus ITS and LSU concatenated alignment

description: ITS1+ITS2: 1–300

LSU: 301–1193
DOI: 10.5281/zenodo.14046659
title: Resupinatus ITS and LSU concatenated alignment

description: ITS1+ITS2: 1–300

LSU: 301–1193
DOI: 10.15468/dl.gyg8nw
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centaurea urvillei subsp. deinacantha (Boiss. & Hausskn.) Wagenitz"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000571-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15151/esrf-dc-1930274741
title: Tomography dataset of a complete skull of Trucidocynodon riograndensis (CAPPA/UFSM 0029)

description: propagation phase contrast synchrotron X-ray micro computed tomography data of a complete skull of Trucidocynodon riograndensis (CAPPA/UFSM 0029 - Centro de Apoio à Pesquisa Paleontologica da Quarta Colônia da Universidade Federal de Santa Maria, São João do Polêsine, Rio Grande do Sul, Brazil). The acquisition was performed on the BM18 beamline of the ESRF during the course of experiment HG221 with a voxel size of 33 µm.
DOI: 10.23637/rhs7zz15
title: TestData
DOI: 10.5281/zenodo.14045625
title: Standardized Competency Catalog used at TUM

description: The standardized competency catalog used at TUM
DOI: 10.5281/zenodo.14045626
title: Standardized Competency Catalog used at TUM

description: The standardized competency catalog used at TUM
DOI: 10.15468/dl.cn3j7v
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus chersinus (N.E.Br.) Kük.",
 "Continent is Africa"
 ]
}

 The dataset includes 86 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000573-241106120511685/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.25532869
title: Preprocessed CPSC and PTB-XL Data

description: <pre><pre><b>CPSC 2018</b><br><br>The first dataset is a preprocessed version of the CPSC 2018 dataset, which contains 6877 ECG recordings. We preprocessed the dataset by resampling the ECG signals to 250 Hz and equalizing the ECG signal length to 60 seconds, <br>yielding a signal length of T=15,000 data points per recording.For the hyperparameter study, we employed a fixed train-valid-test split with ratio 60-20-20, while for the final evaluations, including the comparison with the state-of-the-art methods and ablation studies, we used a 10-fold cross-validation strategy.<br><br>The raw CPSC 2018 dataset can be downloaded from the website of the <br>PhysioNet/Computing in Cardiology Challenge 2020.<br>(License: Creative Commons Attribution 4.0 International Public License).<br><br><br><b>PTB-XL (Super-Diag.)</b><br><br>The second dataset is a pre-processed version of PTB-XL, a large multi-label dataset of 21,799 clinical 12-lead ECG records of 10 seconds each. <br>PTB-XL contains 71 ECG statements, categorized into 44 diagnostic, 19 form, and 12 rhythmic classes. In addition, the diagnostic category can be divided into 24 sub- and 5 coarse-grained super-classes. <br>In our pre-processed version, we utilize the super-diagnostic labels for classification and the <b>recommended train-valid-test </b><b>splits</b>, sampled at 100 Hz. We select only samples with at least one label in the super-diagnostic category,without applying any further preprocessing.<br><br>The raw PTB-XL dataset can be downloaded from the PhysioNet/PTB-XL website.<br>(License: Creative Commons Attribution 4.0 International Public License).<br></pre><pre></pre></pre><br>
DOI: 10.5281/zenodo.14036072
title: Hydrological drought connectedness - Dataset

description: The dataset contains the input and output information necessary to reproduce and interpret the results from the study "Spatially Compounding Drought Events in Brazil",  published in the Water Resources Research Journal - Gesualdo et al., (2024a). 

 

Input Data for Hydrological Drought Extraction Code (Gesualdo et al, 2024b)



database_mm: This contains a CSV file for each catchment with streamflow information in mm per day.

CABra_attributes.csv: This file includes the main catchment attribute classes.


The input data was obtained from the Catchments Attributes for Brazil (CABra) dataset (Almagro et al., 2023). For more details, please visit: CABra dataset on Zenodo. The output of this function is Q15_30MW folder, which contains drought identification information for each catchment in a separate CSV file.

 

Input Data for Hydrological Drought Connectedness Code (Gesualdo et al, 2024b)



All_info.csv: This is a compiled file containing information on all drought events analyzed in the study.


The output data includes:







connectivity_ids_data.csv: This file contains the dates when two catchments experienced a common drought event.

connectivity_ids.csv: This file contains the number of connected drought events between catchments.




 

Input Data to reproduce the figures




Figure
Inputs


Heatmap of Spearman's correlation
All_attributes_drought.csv


Spatial distribution of drought characteristics




All_attributes_drought.csv; SNIRH_RegioesHidrograficas_2020.shp




Drought co-occurrence network 
Connectivity_degree.csv; Connectivity_ids.csv; All_attributes_drought.csv; SNIRH_RegioesHidrograficas_2020.shp


Drought similarity clusters
Cluster_HydrologicalDrought.csv; SNIRH_RegioesHidrograficas_2020.shp


Catchment attribute variability
Cluster_HydrologicalDrought; All_attributes_drought.csv




 

ReferencesAlmagro, A., Oliveira, P. T. S., Meira Neto, A. A., Roy, T., & Troch, P. (2023). CABra: a novel large-sample dataset for Brazilian catchments (Version 5) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.7612350

Gesualdo, G. C., Benso, M. R., Mendiondo, E. M., & Brunner, M. I. (2024a). Spatially compounding drought events in Brazil. Water Resources Research, 60, e2023WR036629. https://doi.org/10.1029/2023WR036629Gesualdo, G., Benso, M. R., Kobayashi, A., & Pereira Zamboni, P. A. (2024b). gabichiquito/Hydrological-drought-connectedness: v1.0. Zenodo. https://doi.org/10.5281/zenodo.14036013

These updates ensure clarity and ease of use, making the dataset and code accessible and reproducible for all users.
DOI: 10.15468/dl.hcr33k
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Poa keckii Soreng"
 ]
}

 The dataset includes 120 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024207-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dcdanq
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "HasCoordinate is true",
 "TaxonKey is Achillea filipendulina Lam.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 109 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008449-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.51g1gv
title: Occurrence Download

description: A dataset containing 12052 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "Year 1960-2019",
 "HasCoordinate is true",
 "TaxonKey is Plebejus argus (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12052 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004411-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h3kaa3
title: Occurrence Download

description: A dataset containing 18088 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Alopochen aegyptiaca (Linnaeus, 1766))",
 "HasCoordinate is true",
 "Country is Belgium",
 "Year is 2017"
 ]
}

 The dataset includes 18088 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012104-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jb6vau
title: Occurrence Download

description: A dataset containing 45609 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "TaxonKey is Lithobates clamitans (Latreille, 1801)"
 ]
}

 The dataset includes 45609 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016584-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fretry
title: Occurrence Download

description: A dataset containing 44549 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Zerynthia cerisy (Godart, 1824)",
 "TaxonKey is Zerynthia polyxena (Denis & Schiffermüller), 1775",
 "TaxonKey is Aristolochia clematitis L."
 ]
}

 The dataset includes 44549 records from 460 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036470-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ivzano
title: Occurrence Download

description: A dataset containing 14711 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Year 2019-2019",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Danaus plexippus (Linnaeus, 1758)"
 ]
}

 The dataset includes 14711 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022775-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zlpscx
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Nepal",
 "HasCoordinate is true",
 "TaxonKey is Abies Mill.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 43 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005484-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2f7tmf
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schizothorax argentatus Kessler, 1874"
 ]
}

 The dataset includes 20 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110377-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.