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

description: A dataset containing 255 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Viola septemloba Leconte"
 ]
}

 The dataset includes 255 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0196608-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.euztrf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trypanorhyncha",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0256770-220831081235567/datasets/export for details.
DOI: 10.15468/dl.6d4hgk
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corydalis ochotensis Turcz.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 44 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0199953-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mv3qqf
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Idaea jakima (Butler, 1878)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197709-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hsevz6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stauntonia purpurea Y.C.Liu & F.Y.Lu",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0199949-220831081235567/datasets/export for details.
DOI: 10.15468/dl.ztp8wt
title: Occurrence Download

description: A dataset containing 498 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-68.21117 18.77514,-69.04906 19.73717,-71.89637 20.2337,-73.49458 20.0863,-74.77471 18.65101,-74.65833 17.6657,-71.7412 16.69591,-68.38961 17.92172,-68.11031 18.44153,-68.21117 18.77514))",
 "OccurrenceStatus is Present",
 "TaxonKey is Artibeus jamaicensis Leach, 1821"
 ]
}

 The dataset includes 498 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245929-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hkrdjp
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Enoplognatha abrupta (Karsch, 1879)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0196610-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5c6te3
title: Occurrence Download

description: A dataset containing 542 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phragmites australis (Cav.) Trin. ex Steud."
 ]
}

 The dataset includes 542 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265893-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqsfuq
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingCountry is Mexico",
 "StateProvince is GuERRERO, OAxAcA"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219125-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.stxav8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diascia barberae Hook.fil.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0196612-220831081235567/datasets/export for details.
DOI: 10.15468/dl.s63zxm
title: Occurrence Download

description: A dataset containing 46642501 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Brazil, Colombia, Bolivia (Plurinational State of), Venezuela (Bolivarian Republic of), Uruguay, Paraguay, Chile, Argentina, French Guiana, Peru, Ecuador, Guyana, Suriname)",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "Year 1941-2022"
 ]
}

 The dataset includes 46642501 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219129-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yhzf3d
title: Occurrence Download

description: A dataset containing 1915 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vespa velutina Lepeletier, 1836",
 "Year 2014-2014"
 ]
}

 The dataset includes 1915 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265897-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8muf66
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mitella yoshinagae H.Hara",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197701-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.abcnyk
title: Occurrence Download

description: A dataset containing 1868 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Protoreaster nodosus (Linnaeus, 1758)"
 ]
}

 The dataset includes 1868 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0199951-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ujc92x
title: Occurrence Download

description: A dataset containing 441 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Liriomyza sativae Blanchard, 1938",
 "Year 2000-2023"
 ]
}

 The dataset includes 441 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0248465-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.egh8n9
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea hederifolia L.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197703-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vey3b
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Browallia americana L.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197710-220831081235567/datasets/export for details.
DOI: 10.15468/dl.fftanv
title: Occurrence Download

description: A dataset containing 657 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Harpagifer bispinis (Forster, 1801)"
 ]
}

 The dataset includes 657 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0199952-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vzy7tj
title: Occurrence Download

description: A dataset containing 44088 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Insects from light trap (1992–2009), rooftop Zoological Museum, Copenhagen"
 ]
}

 The dataset includes 44088 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219124-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3gjqa
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hagenbachia columbiana Cruden"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197705-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cw9h86
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Espeletia grandiflora var. boyacana Cuatrec."
 ]
}

 The dataset includes 45 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219136-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t7xdv2
title: Occurrence Download

description: A dataset containing 1081 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Notothenia coriiceps Richardson, 1844"
 ]
}

 The dataset includes 1081 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0199954-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.am6vey
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyoscyamus niger L.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197716-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zzg8cp
title: Occurrence Download

description: A dataset containing 491 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ixeridium gracile (Wall. ex DC.) Pak & Kawano"
 ]
}

 The dataset includes 491 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0248467-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjsmnn
title: Occurrence Download

description: A dataset containing 6170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sweden",
 "TaxonKey is Neogastropoda"
 ]
}

 The dataset includes 6170 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197711-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqkc52
title: Occurrence Download

description: A dataset containing 803 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhodymeniales",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 803 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0256771-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hyyyv5
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphipyra tripartita Butler, 1878",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 50 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197717-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4yw8xt
title: Occurrence Download

description: A dataset containing 2856 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Alien macroinvertebrates in Flanders, Belgium"
 ]
}

 The dataset includes 2856 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0199957-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j83ey4
title: Occurrence Download

description: A dataset containing 1055 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhabditida",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1055 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0256772-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4pntz
title: Occurrence Download

description: A dataset containing 443 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clematis grandidentata (Rehder & E.H.Wilson) W.T.Wang"
 ]
}

 The dataset includes 443 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247582-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tkq5h2
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pterocarpus macrocarpus Kurz",
 "Year 2000-2024"
 ]
}

 The dataset's 1 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066474-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wvhpe5
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "Geometry POLYGON((-3.43886 42.35708,-1.77459 42.35708,-1.77459 43.55074,-3.43886 43.55074,-3.43886 42.35708))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Canis lupus Linnaeus, 1758",
 "Year 2010-2022"
 ]
}

 The dataset includes 96 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219134-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xfhfa7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corydalis turtschaninovii Besser",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0199958-220831081235567/datasets/export for details.
DOI: 10.15468/dl.2saxy7
title: Occurrence Download

description: A dataset containing 230 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stephania tetrandra S.Moore"
 ]
}

 The dataset includes 230 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0248468-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yzdnkp
title: Occurrence Download

description: A dataset containing 1365 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vespa velutina Lepeletier, 1836",
 "Year 2012-2012"
 ]
}

 The dataset includes 1365 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265894-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3py6g7
title: Occurrence Download

description: A dataset containing 1354 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Araucaria angustifolia (Bertol.) Kuntze"
 ]
}

 The dataset includes 1354 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219140-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h2p85k
title: Occurrence Download

description: A dataset containing 16019 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Antilocapra americana",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 16019 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017857-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cd6gsv
title: Occurrence Download

description: A dataset containing 15010 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Aepyceros melampus",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 15010 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017859-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7etan3
title: Occurrence Download

description: A dataset containing 3286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Alcelaphus buselaphus",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 3286 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017860-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18640247
title: Experimental Investigation on Hydraulic Performance and Anti-deposition Behavior of Axial Groove-Reinforced Micro-Venturi Cement Drainage Pipes dataset.

description: This dataset supports the findings of the paper "Experimental Investigation on Hydraulic Performance and Anti-deposition Behavior of Axial Groove-Reinforced Micro-Venturi Cement Drainage Pipes".The files are organized as follows: 

1.CFD simulations

Contains all CFD simulation data for the continuous micro-Venturi cement pipe (CMVCP) 

and the reference normal cement pipe (NCP) at flow rates of 10–50 L/min.

CMVCP 3d data.zip – Geometry, mesh, case files (10–50 L/min), data file, setup logs, and post-processing results.

NCP 3d data.zip – Same structure as CMVCP, used for direct comparison.

2.Experimental Video/

Raw video recordings of experiments, organized into four comparison groups: 01-55, 02-56, 03-53, 04-57.Each group contains:

Pressure Measurement Videos – Pressure drop tests at 10–50 L/min.

Turbidity and Weight Measurement Videos – Self-cleaning performance tests, labeled by flow rate and group.

3. Calibration.zip

Contains calibration certificates and specifications for all instruments used in the experiments:Pressure transmitters,Turbine flow meter,Analytical balance,Vacuum pump,Digital microscope,DC regulated power supply,Electronic scale,Turbidity meter,Vernier caliper,Digital thermometer,Water pump,Measuring cylinder,Cement mortar fluidity test

4. CMVCP inner steel mandrel 3D.zip

3D  model of the steel mandrel used to fabricate the micro-venturi channel.

5.photograph.zip

photos of the experimental setup and prototype.

6.Test Data.zip

Contains raw and processed experimental data, organized as:

Original Experimental Data – Raw measurements from all tests.

Processed Data.xlsx – Cleaned and organized dataset.

Pressure drop ratios indicating energy efficiency.xlsx

Residual kaolin deposit and Deposition reduction rate.xlsx

Turbidity characteristics reflecting flow field cleaning effect.xlsx

Statistical significance analysis.xlsx

Test Data 2026.2.4.xlsx