cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.axs7s8
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erythranthe robertsii",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052708-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tr89s2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erythranthe robertsii",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052709-250920141307145/datasets/export for details.
DOI: 10.26023/g093-9ezv-vh0p
title: VOCALS: Paposo Chile Lower Site AWS Meteorological Data. Version 1.0

description: This dataset includes AWS Meteorological data collected from the lower Paposo site in Chile. There is a single data file in ascii format.
DOI: 10.15468/dl.psy9uu
title: Occurrence Download

description: A dataset containing 75498 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fraxinus pennsylvanica)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 75498 records from 398 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052700-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7rpckx
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mimulus ringens",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052711-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kar5sh
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mimulus ringens",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 23 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052712-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s4bppa
title: Occurrence Download

description: A dataset containing 173766 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Magnoliopsida)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((30 0,60 0,60 30,30 30,30 0))"
 ]
}

 The dataset includes 173766 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052696-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5namcn
title: Occurrence Download

description: A dataset containing 119867 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Magnoliopsida)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-60 30,-30 30,-30 60,-60 60,-60 30))"
 ]
}

 The dataset includes 119867 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052691-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nrxyuy
title: Occurrence Download

description: A dataset containing 31669379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Magnoliopsida)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-30 30,0 30,0 60,-30 60,-30 30))"
 ]
}

 The dataset includes 31669379 records from 1889 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052692-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.785nm6
title: Occurrence Download

description: A dataset containing 866967 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Depth is greater than 200m",
 "BasisOfRecord is Machine Observation",
 "HasGeospatialIssue is FALSE",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 866967 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017715-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00005204.0
title: Available IPD datapackage for study 'A Randomized, Double-Blind, Placebo-Controlled, Parallel-Group Study to Investigate the Safety and Efficacy of the Co-administration of Canagliflozin 300 mg and Phentermine 15 mg Compared With Placebo for the Treatment of Non-diabetic Overweight and Obese Subjects'

description: The purpose of this study is to compare the effects of canagliflozin and phentermine to those of placebo to promote on a change in body weight over a 26 week period.
DOI: 10.5519/qd.79jnakbc
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (5644 records)
DOI: 10.6084/m9.figshare.28779449
title: Supplementary Table 5

description: Supplementary Table 5: Results of mixed model ANOVAs with factors Time and Treatment for food consumption, relative food consumption, and bodyweight for control or prenatally alcohol exposed dams (PAE). The resulting p-values are listed above.
DOI: 10.6084/m9.figshare.28779449.v1
title: Supplementary Table 5

description: Supplementary Table 5: Results of mixed model ANOVAs with factors Time and Treatment for food consumption, relative food consumption, and bodyweight for control or prenatally alcohol exposed dams (PAE). The resulting p-values are listed above.
DOI: 10.15468/dl.0am3xj
title: Occurrence Download

description: A dataset containing 832 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pecari tajacu (Linnaeus, 1758)",
 "Country is Mexico"
 ]
}

 The dataset includes 832 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006262-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.47yrp6
title: Occurrence Download

description: A dataset containing 209500 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex pilulifera L."
 ]
}

 The dataset includes 209500 records from 393 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099209-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c3c97n
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Agalychnis annae (Duellman, 1963)"
 ]
}

 The dataset includes 22 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089950-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xp42rr
title: Occurrence Download

description: A dataset containing 30758 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Sphagnum magellanicum Brid."
 ]
}

 The dataset includes 30758 records from 333 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011526-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oq3s4t
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tyrrhenaria P.Hesse, 1918",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006262-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.326fh7
title: Occurrence Download

description: A dataset containing 215 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aporosa cardiosperma (Gaertn.) Merr."
 ]
}

 The dataset includes 215 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011506-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xlgtvw
title: Occurrence Download

description: A dataset containing 294 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hagenia abyssinica (Bruce) J.F.Gmel."
 ]
}

 The dataset includes 294 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006262-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u5c75p
title: Occurrence Download

description: A dataset containing 467973 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aquila chrysaetos (Linnaeus, 1758)"
 ]
}

 The dataset includes 467973 records from 378 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089962-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.99hw37
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aporosa decipiens Pax & K.Hoffm."
 ]
}

 The dataset includes 12 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011530-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7kkgib
title: Occurrence Download

description: A dataset containing 316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1950-2019",
 "TaxonKey is Vieja bifasciata (Steindachner, 1864)"
 ]
}

 The dataset includes 316 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011506-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vw334n
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Spiraea arcuata Hook.fil."
 ]
}

 The dataset includes 62 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011539-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hkz59n
title: Occurrence Download

description: A dataset containing 184698 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calamagrostis epigejos (L.) Roth"
 ]
}

 The dataset includes 184698 records from 479 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011518-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive131294.20241212.9.2
title: Massilia kyonggiensis Kim 2014

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.7x9sp7
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "GadmGid is DEU.3_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Caloplaca chrysodeta (Vain.) Dombr."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010343-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive131295.20241212.9.2
title: Rhodoluna lacicola Hahn et al. 2014

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive131296.20240916.9.1
title: Methylocaldum marinum Takeuchi et al. 2014

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive131299.20241212.9.2
title: Acinetobacter indicus Malhotra et al. 2012

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive131300.20241212.9.2
title: Shimia gijangensis (Kim et al. 2014) Arahal et al. 2019

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive131301.20241212.9.2
title: Loktanella ponticola Jung et al. 2014

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive131302.20241212.9.2
title: Sulfitobacter noctilucae Kwak et al. 2014

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive131303.20241212.9.2
title: Sulfitobacter noctilucicola Kwak et al. 2014

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive131304.20241212.9.2
title: Litoreibacter ponti Park et al. 2014

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive131307.20241212.9.2
title: Rhizobium smilacinae Zhang et al. 2015

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive131309.20241212.9.2
title: Bisgaardia miroungae Hansen et al. 2015

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive131310.20241212.9.2
title: Paraburkholderia monticola (Baek et al. 2015) Dobritsa and Samadpour 2016

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive131311.20241212.9.2
title: Roseimaritima ulvae Bondoso et al. 2016

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive131312.20241212.9.2
title: Cognatiyoonia sediminum (Liang et al. 2015) Wirth and Whitman 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive131313.20241212.9.2
title: Novosphingobium marinum Huo et al. 2015

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive131315.20241212.9.2
title: Rhizobium alvei Sheu et al. 2015

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive131316.20241212.9.2
title: Hydrobacter penzbergensis Eder et al. 2015

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive131317.20241212.9.2
title: Paraburkholderia susongensis (Gu et al. 2015) Dobritsa and Samadpour 2016

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive131318.20241212.9.2
title: Caballeronia megalochromosomata (Baek et al. 2015) Dobritsa and Samadpour 2016

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive131319.20241212.9.2
title: Arthrobacter liuii Yu et al. 2015

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.39rkdp
title: Occurrence Download

description: A dataset containing 1132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mobula mobular (Bonnaterre, 1788)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen, Material sample)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 1132 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010345-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive131320.20241212.9.2
title: Thermogutta terrifontis Slobodkina et al. 2015

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive131323.20241212.9.2
title: Mucilaginibacter gotjawali Lee et al. 2015

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive131324.20241212.9.2
title: Acidianus sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive131325.20241212.9.2
title: Octadecabacter temperatus Billerbeck et al. 2015

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive131326.20241212.9.2
title: Sporolactobacillus shoreae Thamacharoensuk et al. 2015

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive131327.20241212.9.2
title: Sporolactobacillus spathodeae Thamacharoensuk et al. 2015

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive131328.20241212.9.2
title: Salipiger profundus (Li et al. 2015) Wirth and Whitman 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.fqqe2z
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ricinus communis",
 "HasCoordinate is true",
 "Country is Namibia"
 ]
}

 The dataset includes 161 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047771-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/pjfhwcrksw.1
title: Retrieving full-scale pore structure of carbonates based on multi-frequency wave measurements, digital drill cores and field data

description: The data used for the manuscript prepared under the name of "Retrieving full-scale pore structure of carbonates based on multi-frequency wave measurements, digital drill cores and field data" are lised here.
DOI: 10.17632/r92gngk6gh
title: Non-cognitive skills and field of study

description: This dataset supports the findings of the research paper, "Non-cognitive skills and field of study in higher education: The mediating role of gender".
DOI: 10.17632/r92gngk6gh.1
title: Non-cognitive skills and field of study

description: This dataset supports the findings of the research paper, "Non-cognitive skills and field of study in higher education: The mediating role of gender".
DOI: 10.17632/p945n3ryz7
title: Mangifera-30: A Balanced Image Dataset of 30 Mango Varieties for Computer Vision

description: Mangifera-30 is a comprehensive, balanced image dataset comprising 30 distinct mango (Mangifera indica L.) varieties and one “Others” class containing non-mango fruit and vegetable images. The dataset was created by integrating four publicly available, open-licensed sources, with full attribution and adherence to reproducibility and ethical data-sharing principles.

Each class contains 500 training and 100 testing RGB images, totaling 18,600 high-quality samples. Images are organized into train and test directories, each with class-specific subfolders, and standardized in resolution and format for seamless use in computer vision pipelines.

The 30 mango varieties are: Amrapali, Anwar RatooI, Ashshina Classic, Ashshina Zhinuk, Banana, Bari-4, Bari-7, Bari-11, Black Chaunsa, Dosehri, Fazlee, Fazlee Shurmai, Gobindovog, Gopalvog, Gouromoti, Harivanga, Himshagor, Kanchon Langra, Katimon, Khirshapat, Langra, Mollika, Nilambori, Ranivog, Rupali, Shada, Sindhri, Summer Bahisht, Sundari, and White Chaunsa.

The “Others” class contains various non-mango images to enhance model generalization and robustness.

Mangifera-30 is suitable as a benchmark for fruit classification, variety identification, agricultural AI, phenotyping, deep learning evaluation, and reproducible computer vision research in the agricultural domain.