cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ggcr4u
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "TaxonKey is Gracilinanus dryas (Thomas, 1898)"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168287-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3b5qn
title: Occurrence Download

description: A dataset containing 331 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vampyrum spectrum (Linnaeus, 1758)"
 ]
}

 The dataset includes 331 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168284-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vu5emh
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Delphinium taliense Franch."
 ]
}

 The dataset includes 132 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168283-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gb7fdr
title: Occurrence Download

description: A dataset containing 5650 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-99.14723 14.74421,-62.85277 14.74421,-62.85277 29.25579,-99.14723 29.25579,-99.14723 14.74421))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Teretistris fernandinae (Lembeye, 1850)"
 ]
}

 The dataset includes 5650 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168279-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z45he2
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Delphinium taipaicum W.T.Wang"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168281-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/8bvv2pr2d3.1
title: Comprehensive Dataset of Mandarin Leaf Varieties.

description: Dataset Description:
This dataset contains information on four varieties of mandarin leaves collected from Bangladesh. The varieties included are China Misti, Mandarin, Darjeeling, and Nagpuri. Unique features characterize each array. The data was collected through field surveys and direct sampling from Mandarin orchards. The datasets were made with four varieties of healthy leaves, including China Mishti(511 leaves), Mandarin(540 leaves), Darjeeling(500 leaves), and Nagpuri(366 leaves). The datasets are built for research purposes. For that reason, it was divided into final augmentation, test, training and validation parts. The datasets are organized in a format that anyone can easily use. The categorize folder helps to understand the use of images in research work. The data set provides a file format (JPG) with four separate varieties in the folder. 

Usages:
The Bangladesh Mandarin Varieties dataset offers extensive applications across various fields, featuring detailed information on China Mishti, Mendaring, Darjeeling, and Nagpuri Mandarin types. In data science and machine learning, the dataset can be used for predictive analytics, classification, clustering, and deep learning applications such as image recognition and yield prediction. Environmental scientists can study the impact of climate and sustainable practices on leaf health. Additionally, the dataset serves educational purposes, providing a practical resource for teaching and student projects in data analysis and agricultural science. 

Data sources: 
Most of the data was collected from Natore, Bangladesh. Few data were collected from Dhaka.

Data Size:
The file size is 7.77 GB and has four folders of Mandarin varieties, such as China Mishti, Mendaring, Darjeeling, and Nagpuri where the image dimension is 2608*4624 pixels. 
After the primary data process, we made eight (8) thousand data in augmentation. There are two (2) thousand data in each Mandarin variety: China Mishti, Nagpuri, Darjeeling, and Mendaring. Then, the augmented data was separated into three sub-folders, with 80% in the test folder,10% in the train folder, and another 10% for validation with a total storage size of 1.18 GB.
DOI: 10.17632/fs8p4sxd9d.1
title: Demographic_Academic_Performance_Biochemistry_Data

description: The dataset comprises novel aspects, specifically in terms of biochemistry student's academic performance prediction at an early stage using academic and demographic features. The dataset may enable other researchers to conduct comparative studies and compare the findings of their local dataset with ours to further extend and understand the depth and breadth of phenomena under research. Researchers can investigate/compare whether demographic or academic features affect students’ performance based on region, country, program, and semester-wise. The datasets offered may provide an opportunity for researchers interested in performing potential experiments to extend their knowledge about the phenomena from different perspectives: 
• For educational research, the question of whether the student’s performance can be predicted by analyzing the demographic and academic (pre-admission) features.
• Students’ performance can be predicted at an early stage for various departments.
• Students’ performance can be predicted at the semester level and degree level.
• Also, the relationship between students’ performance and demographic and academic (pre-admission) features can be further explored.
• These datasets can make an important contribution to the pragmatic policy-related indicators to adjust the admission criteria so far.
DOI: 10.15468/dl.gjep2b
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Delphinium syncarpum Freyn ex Stapf"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168272-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4xz9f3
title: Occurrence Download

description: A dataset containing 34748 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Commelinales)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "Geometry POLYGON((-80 25,50 25,50 90,-80 90,-80 25))"
 ]
}

 The dataset includes 34748 records from 277 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168263-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3c66y7
title: Occurrence Download

description: A dataset containing 2854197 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Alismatales)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "Geometry POLYGON((-80 25,50 25,50 90,-80 90,-80 25))"
 ]
}

 The dataset includes 2854197 records from 2536 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168229-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bknfue
title: Occurrence Download

description: A dataset containing 938 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lemmus lemmus (Linnaeus, 1758)"
 ]
}

 The dataset includes 938 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027883-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vnvdpk
title: Occurrence Download

description: A dataset containing 606 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Myriopteris lendigera (Cav.) J.Sm.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 606 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056121-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2face6
title: Occurrence Download

description: A dataset containing 205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Aotus griseimembra Elliot, 1912"
 ]
}

 The dataset includes 205 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116535-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7c6te7
title: Occurrence Download

description: A dataset containing 105946 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cichlidae"
 ]
}

 The dataset includes 105946 records from 201 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262983-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s6ygyt
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ellobius talpinus (Pallas, 1770)"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027910-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2id2rx
title: Occurrence Download

description: A dataset containing 3761 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trogon chionurus P.L.Sclater & Salvin, 1871"
 ]
}

 The dataset includes 3761 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000726-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bydb4q
title: Occurrence Download

description: A dataset containing 14518 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1090.0",
 "Geometry POLYGON((-28.47656 24.38713,42.53906 24.38713,42.53906 72.56108,-28.47656 72.56108,-28.47656 24.38713))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Littorina saxatilis (Olivi, 1792)"
 ]
}

 The dataset includes 14518 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118932-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v4znzb
title: Occurrence Download

description: A dataset containing 50321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Procambarus fallax f. virginalis Martin, Dorn, Kawai, van der Heiden & Scholtz, 2010, Orconectes virilis (Hagen, 1870), Ludwigia peploides (Kunth) P.H.Raven, Heracleum sosnowskyi Manden., Heracleum persicum Desf. ex Fisch., C.A.Mey. & Avé-Lall., Cabomba caroliniana A.Gray, Procambarus clarkii (Girard, 1852), Myriophyllum heterophyllum Michx., Lysichiton americanus Hultén & H.St.John, Lagarosiphon major (Ridl.) Moss, Pacifastacus leniusculus (Dana, 1852), Orconectes limosus (Rafinesque, 1817), Myriophyllum aquaticum (Vell.) Verdc., Impatiens glandulifera Royle, Ludwigia grandiflora (Michx.) Greuter & Burdet, Hydrocotyle ranunculoides L.fil., Heracleum mantegazzianum Sommier & Levier, Elodea nuttallii (Planch.) H.St.John, Lixus bardanae (J.C.Fabricius, 1787), Apoderus coryli (C.Linnaeus, 1758))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 50321 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152036-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqmxc8
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "TaxonKey is Marasmius tageticolor Berk."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000726-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vgpttb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Peniophora albobadia (Schwein.) Boidin",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is Poland",
 "Country is Poland"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0394853-210914110416597/datasets/export for details.
DOI: 10.15468/dl.9tqwkp
title: Occurrence Download

description: A dataset containing 557 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scandia J.W.Dawson"
 ]
}

 The dataset includes 557 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0199278-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bx5g8z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hieracium pelagae Degen & Zahn",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0416144-210914110416597/datasets/export for details.
DOI: 10.15468/dl.sd0k6x
title: Occurrence Download

description: A dataset containing 1888 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Canadian Museum of Nature Mammal Collection",
 "TaxonKey is Rangifer tarandus (Linnaeus, 1758)"
 ]
}

 The dataset includes 1888 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000726-190307172214381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jzamwm
title: Occurrence Download

description: A dataset containing 383 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Suessenguthia Merxm."
 ]
}

 The dataset includes 383 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198815-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z76fex
title: Occurrence Download

description: A dataset containing 50249 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Mammalia",
 "Year 2010-2020"
 ]
}

 The dataset includes 50249 records from 220 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116582-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6yxlry
title: Occurrence Download

description: A dataset containing 1677 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abelmoschus moschatus (L.) Medik.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1677 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042842-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zmh9p4
title: Occurrence Download

description: A dataset containing 167 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Araucaria bernieri J.T.Buchholz"
 ]
}

 The dataset includes 167 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056123-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.965kbm
title: Occurrence Download

description: A dataset containing 19544 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gyps rueppellii (A.E.Brehm, 1852))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19544 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056122-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k2nqcy
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Peru",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Thamnophilus doliatus (Linnaeus, 1764)"
 ]
}

 The dataset includes 99 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085843-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w2e3mj
title: Occurrence Download

description: A dataset containing 155 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pan paniscus Schwarz, 1929"
 ]
}

 The dataset includes 155 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116597-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7t7jzq
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((0.36506 41.35898,3.57306 41.35898,3.57306 42.64164,0.36506 42.64164,0.36506 41.35898))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pilosella capillata (Arv.-Touv.) Mateo"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027890-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b72n44
title: Occurrence Download

description: A dataset containing 167 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Specimen"
 ]
 },
 "TaxonKey is Ligia baudiniana Milne Edwards, 1840"
 ]
}

 The dataset includes 167 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031616-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.l0vglx
title: Occurrence Download

description: A dataset containing 1643 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Toxicodendron vernix (L.) Kuntze"
 ]
}

 The dataset includes 1643 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000726-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u9pb29
title: Occurrence Download

description: A dataset containing 6451 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is COL.2.124_1",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 6451 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086874-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kra9e3
title: Occurrence Download

description: A dataset containing 1163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cistella Quél., 1886"
 ]
}

 The dataset includes 1163 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0424777-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.loplzk
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "Year 2010-2019",
 "HasCoordinate is true",
 "TaxonKey is Chelonia mydas (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 41 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021037-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2x2qfh
title: Occurrence Download

description: A dataset containing 74470 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 Living Specimen",
 "BasisOfRecord is Literature Occurrence"
 ]
 },
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pyrocephalus rubinus (Boddaert, 1783)",
 "Year 1980-2020"
 ]
}

 The dataset includes 74470 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116644-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.