cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.y3vr55
title: Occurrence Download

description: A dataset containing 1570 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polemonium caeruleum L.",
 "MediaType is Image",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 1570 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001758-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9qn1ov
title: Occurrence Download

description: A dataset containing 52582356 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 Fossil",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "Country is United States of America",
 "Year 1960-2018",
 "Geometry POLYGON((-125 20,-110 20,-110 45,-125 45,-125 20))",
 {
 "or" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "DatasetKey is EOD – eBird Observation Dataset",
 "DatasetKey is Rockfish Recruitment and Ecosystem Assessment Survey, Catch Data",
 "DatasetKey is Great Backyard Bird Count",
 "DatasetKey is LACM Vertebrate Collection",
 "DatasetKey is Essig Museum of Entomology",
 "DatasetKey is Stuart M. Fullerton Collection of Arthropods (UCFC), University of Central Florida",
 "DatasetKey is U.S.D.A. Forest Service, Redwood Sciences Laboratory - Lamna Point Count"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 52582356 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009542-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bsebxj
title: Occurrence Download

description: A dataset containing 16080 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sonchus arvensis subsp. arvensis"
 ]
}

 The dataset includes 16080 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285432-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fvukc3
title: Occurrence Download

description: A dataset containing 62669 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fraxinus pennsylvanica Marshall",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 62669 records from 217 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297565-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m97fym
title: Occurrence Download

description: A dataset containing 3362 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sempervivum calcareum Jord.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3362 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0288822-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9ta96
title: Occurrence Download

description: A dataset containing 432 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Halogeton sativus (L.) Moq.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 432 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0298720-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mfqjh6
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Draba ladina Braun-Blanq.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 149 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0295855-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hzk72w
title: Occurrence Download

description: A dataset containing 7759 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Serapias neglecta De Not.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7759 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0288709-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5ss7q
title: Occurrence Download

description: A dataset containing 168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ononis biflora Desf.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 168 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0298615-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m66hkk
title: Occurrence Download

description: A dataset containing 848 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyacinthella leucophaea (K.Koch) Schur",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 848 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0300502-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvgefu
title: Occurrence Download

description: A dataset containing 71801 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dodonaea viscosa (L.) Jacq."
 ]
}

 The dataset includes 71801 records from 645 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083763-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fphs5v
title: Occurrence Download

description: A dataset containing 19945 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zantedeschia aethiopica (L.) Spreng.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 19945 records from 238 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285503-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5tn8f
title: Occurrence Download

description: A dataset containing 1389 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardamine quinquefolia (M.Bieb.) Schmalh.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1389 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0151554-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mm3fb9
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tripolium sorrentinoi (Tod.) Raimondo & Greuter",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0286609-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mm6b3e
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea diomedea Gasp.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0293173-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dpqhan
title: Occurrence Download

description: A dataset containing 54730 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gagea lutea (L.) Ker Gawl.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 54730 records from 267 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297714-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.myf852
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus pannonicus Jacq.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 107 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0415762-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mbu9ez
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tamarix dalmatica Baum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 83 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0260230-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mbcre5
title: Occurrence Download

description: A dataset containing 1565 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bromus lepidus Holmb.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1565 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0290127-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14774624
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.meqv53
title: Occurrence Download

description: A dataset containing 14310 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= 24.552553756517728
 AND decimallatitude &lt;= 28.773895969281842
 AND decimallongitude &gt;= 111.09096484983384
 AND decimallongitude &lt;= 119.08601953811215
 AND GBIF_Within('POLYGON ((119.086020 24.552554, 119.086020 28.773896, 111.090965 28.773896, 111.090965 24.552554, 119.086020 24.552554))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 14310 records were derived from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001378-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vp4rk4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caliphruria korsakoffii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001383-260208012135463/datasets/export for details.
DOI: 10.25345/c5kh0fc65
title: MassIVE MSV000100759 - Unspecific Molecular Adsorption (UMA) sample preparation method for bottom-up and whole protein analysis. The foundation.
title: The protein sample preparation methods for shotgun proteomics are nowadays well established unlike the ones for whole protein analysis. The goal of my work has been to create a simple methodology which provides a single uncomplicated sample preparation tool for these two fields. Nowadays the bulk of proteomics work is done using detergents for protein solubilization. The presented concept, which is based on unspecific adsorption of protein molecules on wide pore materials, allows for protein capture and clean-up from solutions of the most commonly used sodium dodecyl sulphate detergent. It could also be applied to proteins in detergent-free solutions. After the capture and clean-up, proteins could be either cleaved for the downstream peptide analysis or eluted for the whole protein analysis. If required, the eluted whole proteins could be recaptured and cleaved into peptides. Depending on the experimental goals, the sample preparation device could be fitted with embedded proteolytic enzymes to simplify routine sample processing and/or reversed phase media for the downstream peptide or protein separation.
DOI: 10.34740/kaggle/ds/8398741
title: Toulouse public library loans dataset
DOI: 10.15468/dl.r9sk5f
title: Occurrence Download

description: A dataset containing 2425371 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Delichon urbicum",
 "Continent is Europe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2425371 records from 3224 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001330-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bhejdp
title: Occurrence Download

description: A dataset containing 657 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.25671 48.583,-67.62464 46.22407,-58.78188 46.45887,-55.976 51.52961,-62.35299 52.9867,-74.25671 48.583))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Delphinapterus leucas"
 ]
}

 The dataset includes 657 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008489-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17485448
title: Optimizing the design of pipelines for drinking water systems using deep neural networks in the Huancabamba District
title: Optimizar diseño de líneas de conducción para sistemas de agua potable usando redes neuronales profundas en el Distrito de Huancabamba

description: This dataset corresponds to the study titled Optimizing the design of pipelines for drinking water systems using deep neural networks in the Huancabamba District. The data were collected from 75 rural water supply projects located in the Huancabamba District, Piura Region, Peru. Each project includes hydraulic, topographic, and design parameters such as flow rate, pipe diameter, velocity, pressure, and elevation profiles, which were used to train and validate a deep neural network model developed in Python and TensorFlow.

The dataset includes structured files in CSV and Excel formats containing:





General project data: geographic coordinates of intake and reservoir points, elevations, and pipe material information.




Topographic profiles: surveyed elevation points along the transmission lines.




Hydraulic design parameters: flow, pressure, velocity, and diameter for each section of the pipeline.




Predicted outputs: optimized pipeline alignment and design parameters generated by the trained deep learning model.



Access to these data is provided to the reviewers of the Journal of Water Resources Planning and Management (ASCE) for evaluation purposes. The dataset supports the reproducibility of the proposed deep learning model and facilitates the verification of results reported in the manuscript.

File formats: .csv, .xlsx, .pdf, .png, .R and .RmdSoftware used: Python 3.10, TensorFlow, Pandas, NumPy, and AutoCAD Civil 3D for spatial validation.
DOI: 10.34740/kaggle/dsv/13558015
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.7910/dvn/epx9vy
title: Replication file for: Beyond innumeracy: Measuring public misperceptions about immigration

description: copy directly from abstract in PSRM publication
DOI: 10.15468/dl.m95hdq
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arundo donax",
 "Country is Papua New Guinea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026904-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sw7z2r
title: Occurrence Download

description: A dataset containing 11659 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arundo donax",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11659 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026905-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a25pzf
title: Occurrence Download

description: A dataset containing 387 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Castanopsis hupehensis"
 ]
}

 The dataset includes 387 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026907-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwpyf4
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arundo donax",
 "Country is Samoa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026906-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8mvgym
title: Occurrence Download

description: A dataset containing 302 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poecilia reticulata",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 302 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026908-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f75869
title: Occurrence Download

description: A dataset containing 1262 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rauvolfia mannii",
 "HasCoordinate is true",
 "Geometry POLYGON ((-17.66889 -35.11691, 51.34702 -35.11691, 51.34702 37.62, -17.66889 37.62, -17.66889 -35.11691))"
 ]
}

 The dataset includes 1262 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026909-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3jetyp
title: Occurrence Download

description: A dataset containing 145081 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cardamine amara"
 ]
}

 The dataset includes 145081 records from 778 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026808-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z38upb
title: Occurrence Download

description: A dataset containing 188449 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Conyza canadensis"
 ]
}

 The dataset includes 188449 records from 1343 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026797-250717081556266/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.31289653
title: Minimal dataset for " Childhood trauma, substance use and mental health: Exploring gender differences among Tunisian incarcerated adults"

description: To date, little is known about mental health among Tunisian adult prisoners according to gender. The current study addresses this gap in the literature since it is the first survey worldwide that assesses gender differences in childhood trauma, substance use, and mental health among Tunisian prisoners. We report the results from a cross-sectional survey conducted in April 2023 and July 2024 among a sample of 568 male and female prisoners.
DOI: 10.6084/m9.figshare.31289653.v1
title: Minimal dataset for " Childhood trauma, substance use and mental health: Exploring gender differences among Tunisian incarcerated adults"

description: To date, little is known about mental health among Tunisian adult prisoners according to gender. The current study addresses this gap in the literature since it is the first survey worldwide that assesses gender differences in childhood trauma, substance use, and mental health among Tunisian prisoners. We report the results from a cross-sectional survey conducted in April 2023 and July 2024 among a sample of 568 male and female prisoners.
DOI: 10.15468/dl.gtq4bc
title: Occurrence Download

description: A dataset containing 125061 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "Country is Italy",
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is ITA.13_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2024-2026"
 ]
}

 The dataset includes 125061 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001376-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.