cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.syl7fi
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Penstemon washingtonensis D.D.Keck",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010623-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qt2a5r
title: Occurrence Download

description: A dataset containing 2338197 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 {
 "or" : [
 "Country is Brazil",
 "Country is Argentina"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2338197 records from 452 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0281162-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/59wkc6s34c.1
title: Microscopic images of mATPase-stained muscle fibers of porcine skeletal muscle and automated segmentation model data

description: The data comprises ATP-stained images of muscle fibers and an automated segmentation model available for researchers' use. In total, there are 2653 images, including 2171training, 242 validation, and 240 test sets.
DOI: 10.17632/yf5j9s28ts.1
title: Data in Brief_Heliyon

description: Research Data
DOI: 10.17632/yf5j9s28ts.2
title: Data in Brief_Heliyon

description: Research Data
DOI: 10.15468/dl.tk2aj3
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum melzerianum Soest"
 ]
}

 The dataset includes 22 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0119590-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u9xxx9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dorycnium pentaphyllum Scop.",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0119591-240321170329656/datasets/export for details.
DOI: 10.15468/dl.545wnx
title: Occurrence Download

description: A dataset containing 12911 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Living Specimen, Specimen, Material sample, Material citation, Human Observation, Occurrence evidence)",
 "Continent is Oceania",
 "Country is New Zealand",
 "Geometry POLYGON((-190.45476 -44.64822,-190.47611 -44.64252,-190.52414 -44.62923,-190.58854 -44.62184,-190.70656 -44.6127,-190.72997 -44.61429,-190.87896 -44.64129,-190.95726 -44.67965,-191.02676 -44.70873,-191.12502 -44.79013,-191.21196 -44.946,-191.22131 -45.02536,-191.2273 -45.07616,-191.22595 -45.15195,-191.2002 -45.21788,-191.16457 -45.29103,-191.11298 -45.3316,-191.03115 -45.38295,-190.96833 -45.40476,-190.94443 -45.40849,-190.86067 -45.43894,-190.77977 -45.44764,-190.69956 -45.4592,-190.66789 -45.46048,-190.6261 -45.46123,-190.47878 -45.44476,-190.45171 -45.43833,-190.39471 -45.41879,-190.33092 -45.39358,-190.26317 -45.34639,-190.232 -45.32447,-190.14492 -45.22467,-190.11505 -45.1646,-190.09984 -45.06332,-190.10433 -44.92905,-190.15954 -44.81339,-190.27192 -44.71775,-190.45476 -44.64822))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Arthropoda"
 ]
}

 The dataset includes 12911 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0119592-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ezcgny
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tapinanthus dependens (Engl.) Danser"
 ]
}

 The dataset includes 138 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0119594-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.geb5nf
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tarenna junodii (Schinz) Bremek."
 ]
}

 The dataset includes 59 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0119593-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/n78zj449tv.1
title: Brassica juncea

description: The dataset comprises over 500 images of pigweed leaves (Brassica juncea album), categorized into two classes: "good" and "bad." These images were captured using a Redmi Note 8 Pro mobile camera against a black background under daylight conditions.

**Data Description:**

1. **Classes:**
 - Good: Represents healthy pigweed leaves that exhibit desired characteristics such as uniform color, absence of discoloration or lesions, and overall vitality.
 - Bad: Encompasses pigweed leaves showing signs of disease, damage, or other undesirable traits such as discoloration, spots, wilting, or pest infestation.

2. **Image Collection:**
 - Over 500 images collected in total, with a significant number representing both good and bad instances of pigweed leaves.
 - Images captured under consistent conditions to maintain uniformity and reduce variability.
 - Black background utilized to enhance leaf visibility and isolate the subject.

3. **Data Source:**
 - The images were captured using a Redmi Note 8 Pro mobile camera, ensuring consistent image quality across the dataset.
 - Daylight conditions were chosen to provide natural lighting, minimizing artificial effects on leaf appearance.

4. **Annotation:**
 - Each image is labeled according to its class (good or bad), enabling supervised learning tasks.
 - Annotation may include bounding boxes or masks outlining the leaf area to aid in localization tasks.

5. **Data Preprocessing:**
 - Images may have undergone preprocessing steps such as resizing, normalization, and background removal to enhance model performance and reduce computational complexity.
 - Metadata such as image resolution, format, and capture settings may accompany the dataset for reference.

6. **Data Distribution:**
 - The dataset maintains a balanced distribution between good and bad pigweed leaves, ensuring equal representation of both classes.
 - Randomization techniques may have been employed during data collection and organization to prevent biases in model training.

7. **Potential Applications:**
 - The dataset can be utilized for various machine learning tasks, including classification, object detection, and image segmentation.
 - Applications may include automated agricultural systems for pest detection, disease diagnosis, and crop health monitoring.

8. **Limitations:**
 - While efforts were made to ensure data consistency and quality, variations in lighting conditions, camera angles, and leaf orientation may introduce some degree of variability.
 - The dataset primarily focuses on pigweed leaves of Brassica juncea and may not generalize well to other plant species or environmental conditions.

In summary, the dataset provides a comprehensive collection of annotated pigweed leaf images suitable for training and evaluating machine learning algorithms in agricultural applications, particularly in the context of plant health assessment and crop management.
DOI: 10.17632/598pg83p4v.1
title: Understanding Politics and Rural Poverty: Perspectives of Youths in Yonibana, Northern Sierra Leone.

description: This study delves into the nuanced relationship between politics and rural poverty through the lens of youth perspectives in Yonibana, Northern, Sierra Leone. Drawing on mixed research methods including perception survey, interviews and focus groups, the research seeks to understand how young people perceive the intersection of political dynamics and poverty in their rural community. By exploring the lived experiences, aspirations, and challenges faced by youths, the study aims to uncover the multifaceted ways in which political structures and decisions impact poverty levels, access to resources, and opportunities for socio-economic mobility in the rural context. Through a comprehensive analysis of the voices and narratives of 422 youth participants, the research contributes to a deeper understanding of the intricate linkages between governance, poverty, and youth agency in shaping the socio-political landscape of rural Sierra Leone.
DOI: 10.15468/dl.ek2cp7
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Syzygium minimum (Blume) Airy Shaw"
 ]
}

 The dataset includes 43 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0119595-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bzz4g8
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ternstroemia guineensis Cheek"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0119596-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nrw3cm
title: Occurrence Download

description: A dataset containing 15478 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Human Observation, Observation)",
 "TaxonKey is one of (Planorbarius corneus (Linnaeus, 1758))",
 "Year 1970-2020",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 9999"
 ]
}

 The dataset includes 15478 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0119589-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qpzezp
title: Occurrence Download

description: A dataset containing 3198 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lespedeza pilosa"
 ]
}

 The dataset includes 3198 records from 127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020580-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kqpr46
title: Occurrence Download

description: A dataset containing 667846 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Lathyrus pratensis"
 ]
}

 The dataset includes 667846 records from 2411 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020508-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ruedtz
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clematis cruttwellii H.Eichler ex W.T.Wang"
 ]
}

 The dataset includes 21 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007452-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qr9z0p
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Croatia",
 "HasCoordinate is true",
 "TaxonKey is Proteus anguinus Laurenti, 1768",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013521-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nyrf6b
title: Occurrence Download

description: A dataset containing 13800 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Populus tremuloides Michx.",
 "Year 1900-2021"
 ]
}

 The dataset includes 13800 records from 147 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001236-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d4tyuq
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Combretum trichophyllum Baker"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007461-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rwt4mh
title: Occurrence Download

description: A dataset containing 19067 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spiranthes spiralis (L.) Chevall."
 ]
}

 The dataset includes 19067 records from 207 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013521-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6g72wv
title: Occurrence Download

description: A dataset containing 450 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Praon volucre (Haliday, 1833)"
 ]
}

 The dataset includes 450 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126122-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.turrqq
title: Occurrence Download

description: A dataset containing 666800 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Porifera"
 ]
}

 The dataset includes 666800 records from 580 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018917-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ssqtvh
title: Occurrence Download

description: A dataset containing 837 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Occurrence evidence)",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Grus monacha Temminck, 1835"
 ]
}

 The dataset includes 837 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026621-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yrktyn
title: Occurrence Download

description: A dataset containing 6602 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Craugastoridae"
 ]
}

 The dataset includes 6602 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001238-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lnv5s6
title: Occurrence Download

description: A dataset containing 6412 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Helictotrichon sempervirens (Vill.) Pilg.",
 "TaxonKey is Heliocarpus americanus L.",
 "TaxonKey is Heliophila pusilla L.f.",
 "TaxonKey is Heliopsis helianthoides (L.) Sweet",
 "TaxonKey is Heliopsis helianthoides subsp. scabra (Dunal) Fisher",
 "TaxonKey is Heliosciurus undulatus (True, 1892)",
 "TaxonKey is Heliothrips haemorrhoidalis (Bouché, 1833)",
 "TaxonKey is Selenothrips rubrocinctus (Giard, 1901)",
 "TaxonKey is Heliotropium amplexicaule Vahl",
 "TaxonKey is Heliotropium arborescens L.",
 "TaxonKey is Heliotropium bacciferum Forssk."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6412 records from 221 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013523-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2yj52d
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clematis chrysocarpa Welw. ex Oliv."
 ]
}

 The dataset includes 128 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007357-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cqjq5u
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fernelia pedunculata C.F.Gaertn."
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014531-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.864iz5
title: Occurrence Download

description: A dataset containing 8440 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is France",
 "MediaType is Image",
 "Geometry POLYGON((2.3291 51.56341,-6.02051 48.57479,-2.3291 42.61779,5.58105 40.31304,10.50293 41.57436,9.62402 43.64403,9.27246 49.21042,2.3291 51.56341))",
 "HasCoordinate is true",
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8440 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013524-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d6mcj5
title: Occurrence Download

description: A dataset containing 715 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Megachile melanopyga Costa, 1863"
 ]
}

 The dataset includes 715 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026618-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c2z0p5
title: Occurrence Download

description: A dataset containing 155 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ancylometes bogotensis (Keyserling, 1877)"
 ]
}

 The dataset includes 155 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005512-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aq1y0j
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thylamys tatei (Handley, 1957)"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013524-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tuf5u2
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinus sylvestris L.",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0136137-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rftx2v
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xanthophyllum ngii Meijden"
 ]
}

 The dataset includes 29 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0136138-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jnypwh
title: Occurrence Download

description: A dataset containing 2812777 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Year 1990-2020"
 ]
}

 The dataset includes 2812777 records from 1795 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0131900-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/3q2q-g8qu
title: Measurement of Inorganics in air and particle phase at Agia Marina Xyliatou / Cyprus Atmospheric Observatory

description: Measurement of Inorganics in air and particle phase at Agia Marina Xyliatou / Cyprus Atmospheric Observatory
DOI: 10.48597/3xxf-f6vk
title: Measurement of Inorganics in precipitation at Anholt

description: Measurement of Inorganics in precipitation at Anholt
DOI: 10.48597/4j7g-t2wt
title: Measurement of Sulphate_total at Vredepeel

description: Measurement of Sulphate_total at Vredepeel
DOI: 10.48597/4vhf-gupv
title: Measurement of Inorganics in air and particle phase at Virolahti II

description: Measurement of Inorganics in air and particle phase at Virolahti II
DOI: 10.48597/4xb6-mcss
title: Measurement of Particle_number_size_distribution at Kosetice (NOAK)

description: Measurement of Particle_number_size_distribution at Kosetice (NOAK)
DOI: 10.48597/58vs-n897
title: Measurement of Sulphate_total at Vredepeel

description: Measurement of Sulphate_total at Vredepeel
DOI: 10.48597/5rw7-rmcd
title: Measurement of Mercury at Auchencorth Moss

description: Measurement of Mercury at Auchencorth Moss
DOI: 10.48597/5vww-f8nr
title: Measurement of Heavy metals at Keldsnor

description: Measurement of Heavy metals at Keldsnor
DOI: 10.48597/6dbk-77b4
title: Measurement of Nitrogen_dioxide at Aliartos

description: Measurement of Nitrogen_dioxide at Aliartos
DOI: 10.48597/6tn6-q73p
title: Measurement of Nitrate at Jungfraujoch

description: Measurement of Nitrate at Jungfraujoch