cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.23573606.v1
title: Additional file 1 of Development of a method for isolating brain capillaries from a single neonatal mouse brain and comparison of proteomic profiles between neonatal and adult brain capillaries

description: Additional file 1: Table S1. Proteomic data of the neonatal brain capillaryfractions and whole neonatal brain lysates. Table S2. Proteomic data of brain capillary fractions and whole brain lysates from neonatal and adult mice. Table S3. Proteomic data of brain capillary-enriched proteins in brain capillary fractions and whole brain lysates of neonatal and adult mice. Table S4. Enriched pathways involving 60 proteins constituting the largest network group in Figure 4A.
DOI: 10.6084/m9.figshare.23573687
title: Additional file 2 of Insight into pathogenomics and phylogeography of hypervirulent and highly-lethal Mycobacterium tuberculosis strain cluster

description: Supplementary Material 2
DOI: 10.6084/m9.figshare.23573687.v1
title: Additional file 2 of Insight into pathogenomics and phylogeography of hypervirulent and highly-lethal Mycobacterium tuberculosis strain cluster

description: Supplementary Material 2
DOI: 10.6084/m9.figshare.23573693
title: Additional file 1 of Evaluation of diagnostic accuracy of CBCT and intraoral radiography for proximal caries detection in the presence of different dental restoration materials

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.23573693.v1
title: Additional file 1 of Evaluation of diagnostic accuracy of CBCT and intraoral radiography for proximal caries detection in the presence of different dental restoration materials

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.23573719
title: Additional file 2 of scTour: a deep learning architecture for robust inference and accurate prediction of cellular dynamics

description: Additional file 2: Table S1. Neural networks used in scTour.
DOI: 10.6084/m9.figshare.23573719.v1
title: Additional file 2 of scTour: a deep learning architecture for robust inference and accurate prediction of cellular dynamics

description: Additional file 2: Table S1. Neural networks used in scTour.
DOI: 10.6084/m9.figshare.23573725
title: Additional file 3 of scTour: a deep learning architecture for robust inference and accurate prediction of cellular dynamics

description: Additional file 3: Table S2. Hyperparameters in scTour model training.
DOI: 10.6084/m9.figshare.23573725.v1
title: Additional file 3 of scTour: a deep learning architecture for robust inference and accurate prediction of cellular dynamics

description: Additional file 3: Table S2. Hyperparameters in scTour model training.
DOI: 10.6084/m9.figshare.23573731
title: Additional file 4 of scTour: a deep learning architecture for robust inference and accurate prediction of cellular dynamics

description: Additional file 4: Table S3. Summary of the datasets used in this study.
DOI: 10.6084/m9.figshare.23573731.v1
title: Additional file 4 of scTour: a deep learning architecture for robust inference and accurate prediction of cellular dynamics

description: Additional file 4: Table S3. Summary of the datasets used in this study.
DOI: 10.6084/m9.figshare.14140326
title: Additional file 4 of Gene co-expression analysis of tomato seed maturation reveals tissue-specific regulatory networks and hubs associated with the acquisition of desiccation tolerance and seed vigour

description: Additional file 4: Table S3. Module membership and gene significance associated with desiccation tolerance, dormancy release, germination under osmotic stress and longevity (P50).
DOI: 10.6084/m9.figshare.14140326.v1
title: Additional file 4 of Gene co-expression analysis of tomato seed maturation reveals tissue-specific regulatory networks and hubs associated with the acquisition of desiccation tolerance and seed vigour

description: Additional file 4: Table S3. Module membership and gene significance associated with desiccation tolerance, dormancy release, germination under osmotic stress and longevity (P50).
DOI: 10.6084/m9.figshare.14140332.v1
title: Additional file 5 of Gene co-expression analysis of tomato seed maturation reveals tissue-specific regulatory networks and hubs associated with the acquisition of desiccation tolerance and seed vigour

description: Additional file 5: Table S4. ME10 genes associated with desiccation tolerance and ABI3 regulon
DOI: 10.6084/m9.figshare.14140335
title: Additional file 6 of Gene co-expression analysis of tomato seed maturation reveals tissue-specific regulatory networks and hubs associated with the acquisition of desiccation tolerance and seed vigour

description: Additional file 6: Table S5. Overrepresentation analysis of biological functions specific or common in top connected genes (MM &gt; 0.9) in ME2 positively associated (GS &gt; 0.85) with dormancy release (DR), germination under osmotic stress (G0.3MPa) and longevity (P50)
DOI: 10.15468/dl.hnarnp
title: Occurrence Download

description: A dataset containing 42641 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Chloephaga picta"
 ]
}

 The dataset includes 42641 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017673-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ju773
title: Occurrence Download

description: A dataset listing the 28 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is IDN.31.1_1",
 "IucnRedListCategory is one of (EN, VU, CR)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 28 records were derived from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017666-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bs6ku6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carlina acaulis"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017674-250827131500795/datasets/export for details.
DOI: 10.15468/dl.y62v7u
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gazania linearis",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017675-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17033076
title: Material Complementar: Automação de Ferramentas de Testes em Sistemas Financeiros: Resultados Preliminares

description: Material suplementar do artigo "Automação de Ferramentas de Testes em Sistemas Financeiros: Resultados Preliminares"
DOI: 10.5281/zenodo.17033077
title: Material Complementar: Automação de Ferramentas de Testes em Sistemas Financeiros: Resultados Preliminares

description: Material suplementar do artigo "Automação de Ferramentas de Testes em Sistemas Financeiros: Resultados Preliminares"
DOI: 10.15468/dl.u2x9f7
title: Occurrence Download

description: A dataset containing 15167 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Agrostis curtisii"
 ]
}

 The dataset includes 15167 records from 281 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017677-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sp8nnq
title: Occurrence Download

description: A dataset containing 37047 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Helictochloa bromoides"
 ]
}

 The dataset includes 37047 records from 251 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017676-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cqqjth
title: Occurrence Download

description: A dataset containing 782 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gazania linearis",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 782 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017678-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czue27
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.28_1",
 "TaxonKey is Melilotus suaveolens"
 ]
}

 The dataset includes 69 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017679-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17015030
title: Dataset for 11Be(d,p)12Be reactions
DOI: 10.5281/zenodo.17015031
title: Dataset for 11Be(d,p)12Be reactions
DOI: 10.15468/dl.89xbcw
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.28_1",
 "TaxonKey is Senecio krascheninnikovii"
 ]
}

 The dataset includes 51 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017680-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2e7h8
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hyphessobrycon axelrodi)",
 "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 13 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017681-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c3u8jm
title: Occurrence Download

description: A dataset containing 374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum invalid, Geodetic datum assumed WGS84, Coordinate reprojected, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate accuracy invalid, Coordinate precision/uncertainty mismatch, Footprint SRS invalid, Footprint WKT invalid, Country mismatch, Country invalid, Country derived from coordinates, Continent coordinate mismatch, Continent country mismatch, Continent invalid, Continent derived from country, Continent derived from coordinates, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Recorded date unlikely, Taxon match aggregate, The scientific name ID was not used in backbone matching, The taxon concept ID was not used in backbone matching, The taxon ID was not used in backbone matching, The scientific name ID was not found in the checklist, The taxon concept ID was not found in the checklist, The taxon ID was not found in the checklist, The scientific name differs on the record from that found in the checklist, Taxon match none, The backbone match found using the taxon IDs differs from what would be found if using the scientific names, Depth not metric, Depth unlikely, Depth min max swapped, Depth non numeric, Elevation unlikely, Elevation min max swapped, Elevation not metric, Elevation non numeric, Modified date invalid, Modified date unlikely, Identified date unlikely, Identified date invalid, Basis of record invalid, Type status invalid, Multimedia date invalid, Multimedia URI invalid, References URI invalid, Error during interpretation, Individual count invalid, Individual count conflicts with occurrence status, Occurrence status unparsable, Occurrence status inferred from individual count, Occurrence status inferred from basis of record, Georeferenced date unlikely, Georeferenced date invalid, Ambiguous institution, Ambiguous collection, Institution match none, Collection match none, Institution match fuzzy, Collection match fuzzy, Institution collection mismatch, Possibly on loan, Different owner institution)",
 "OccurrenceStatus is Present",
 "TaxonKey is Zosterops chloronothos"
 ]
}

 The dataset includes 374 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017682-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ew8hvv
title: Occurrence Download

description: A dataset containing 126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.28_1",
 "TaxonKey is Capparis spinosa"
 ]
}

 The dataset includes 126 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017683-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pqt588
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium glaucum"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017685-250827131500795/datasets/export for details.
DOI: 10.15468/dl.mjz42c
title: Occurrence Download

description: A dataset containing 14279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Chloephaga poliocephala"
 ]
}

 The dataset includes 14279 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017684-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8fvp97
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Broussonetia papyrifera"
 ]
}

 The dataset includes 41 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017686-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fcz9vc
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.28_1",
 "TaxonKey is Aster alpinus"
 ]
}

 The dataset includes 83 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017687-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e3mnhy
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glebionis coronaria",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 48 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017688-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ec7m3v
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glebionis coronaria",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 178 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017689-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57783/g0yy-9f22
title: LibreChat
DOI: 10.15468/dl.qtscqc
title: Occurrence Download

description: A dataset containing 650 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glebionis coronaria",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 650 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017690-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/f2nb5j
title: Small Wild Cats of Eurasia

description: Section «Small Wild Cats of Eurasia» of the Web-GIS «Faunistics»
is a database of the Pallas Cat Working Group (PCWG).
Presenting information and uploading photos or videos in the database of the PCWG, you retain the authorship, but agree that the information and images or videos will be used for non-profit research and educational purposes:

The data are stored in the database as evidences confirming the fact of your observations, and displayed to the database users with the obligatory indication of your authorship;
The information and the materials may be used in publications online on the web-site of the PCWG, with the obligatory indication of your authorship, in order to present the results of research obtained including your contributions to the database to the scientific community.
DOI: 10.15468/dl.rtvc8t
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Labeo senegalensis)",
 "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 74 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017691-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqwfrv
title: Occurrence Download

description: A dataset containing 266 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Sporobolus anglicus, Sporobolus alterniflorus)"
 ]
}

 The dataset includes 266 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017692-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j5wzxk
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum invalid, Geodetic datum assumed WGS84, Coordinate reprojected, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate accuracy invalid, Coordinate precision/uncertainty mismatch, Footprint SRS invalid, Footprint WKT invalid, Country mismatch, Country invalid, Country derived from coordinates, Continent coordinate mismatch, Continent country mismatch, Continent invalid, Continent derived from country, Continent derived from coordinates, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Recorded date unlikely, Taxon match aggregate, The scientific name ID was not used in backbone matching, The taxon concept ID was not used in backbone matching, The taxon ID was not used in backbone matching, The scientific name ID was not found in the checklist, The taxon concept ID was not found in the checklist, The taxon ID was not found in the checklist, The scientific name differs on the record from that found in the checklist, Taxon match none, The backbone match found using the taxon IDs differs from what would be found if using the scientific names, Depth not metric, Depth unlikely, Depth min max swapped, Depth non numeric, Elevation unlikely, Elevation min max swapped, Elevation not metric, Elevation non numeric, Modified date invalid, Modified date unlikely, Identified date unlikely, Identified date invalid, Basis of record invalid, Type status invalid, Multimedia date invalid, Multimedia URI invalid, References URI invalid, Error during interpretation, Individual count invalid, Individual count conflicts with occurrence status, Occurrence status unparsable, Occurrence status inferred from individual count, Occurrence status inferred from basis of record, Georeferenced date unlikely, Georeferenced date invalid, Ambiguous institution, Ambiguous collection, Institution match none, Collection match none, Institution match fuzzy, Collection match fuzzy, Institution collection mismatch, Possibly on loan, Different owner institution)",
 "OccurrenceStatus is Present",
 "TaxonKey is Leucocarbo ranfurlyi"
 ]
}

 The dataset includes 142 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017694-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17025660
title: Urban Waste Dataset for Pakistan

description: This dataset contains 3,693 images of garbage and non-garbage scenes collected from 8 cities in Pakistan (Islamabad, Rawalpindi, Karachi, Lahore, Sialkot, Quetta, Multan, and Mirpur AJK). The dataset is divided into Train (70%), Validation (20%), and Test (10%) splits, with two categories: Garbage and Not Garbage.

To our knowledge, this is the first curated and open-access garbage image dataset from Pakistan, created to support research in computer vision, deep learning, and smart city waste management. Images were collected manually, supplemented with targeted web searches and social media scraping. All data was reviewed for quality, and sensitive details (faces, license plates) were blurred.

A Metadata.csv file provides additional annotations, including filename, label, split, width, height, file size and file format.

Intended Use: Image classification, object detection, waste detection, machine learning, deep learning, Pakistan urban waste research, smart city applications, and environmental monitoring.License: Released under [CC BY 4.0].Citation: Please cite as Mahmood, I. (2025). Garbage Detection Dataset for Pakistan. Zenodo. DOI: 10.5281/zenodo.17025661.