cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4ykny7
title: Occurrence Download

description: A dataset containing 205 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sarcostigma Wight & Arn."
 ]
}

 The dataset includes 205 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215881-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/dcjjcwc5dh.2
title: GobhiSet: Dataset of raw, manually and automatically annotated RGB images across phenology of Brassica oleracea var. Botrytis

description: This dataset encompasses a compilation of unprocessed aerial RGB images and orthomosaics. These images, captured via a DJI Phantom 4, span several dates and depict Brassica oleracea crops. The images are uniformly distributed across crop spaces and have undergone both manual and automatic annotation. This data pool is engineered to facilitate the detection, segmentation, and growth modelling of crops, utilizing pixel information annotated both manually and automatically. The publicly accessible repository houses 244 raw RGB images, acquired over six distinct dates in October and November of 2020. The experimental farm is located in Portici, Italy. Each raw image bears a dimension of 5472×3648 pixels. The initial three sets of images, captured on October 8, 2020, October 21, 2020, and October 29, 2020, were manually annotated using bounding boxes via the Visual Geometry Group Image Annotator (VIA). These annotations were exported in the Common Objects in Context (COCO) segmentation format. The manual labelling data of the imagery dated October 8, October 21, and October 29, including region and shape attributes, is detailed in JavaScript Object Notation (JSON). These three dates served as training data for the annotator to improve the automated labelling across all dates: 8 October, 21 October, 29 October, 11 November, 18 November, and 25 November. The benchmark annotation was noted to be of 21 October, 2020, in terms of quantitative assessment criteria. Seven classes, designated as Row 1 through Row 7, have been identified for crop labelling within them. Additional attributes such as individual crop ID and the repetitiveness of individual crop specimens are delineated in the Comma Separated Values (CSV) version of the manual annotation. For the generation of automated annotations, the manual annotations were trained over a framework of Grounding DINO + Segment Anything Model (SAM), and the labels were archived in Pascal Visual Object Classes (PASCAL VOC) format. The segmentation masks, derived from automated annotations, are furnished in the form of Portable Network Graphics (PNG) images, catering to three distinct scenarios: aerial images, individual crop rows, and orthomosaics. These automated annotations facilitate the monitoring of growth across the crop phenology, employing evaluation based on binary masks of individually identified crop rows, captured across various dates. The codes utilized for these processes are accessible to ensure transparency and reproducibility. The dataset not only furnishes annotation information but can also assist in the refinement of various machine learning models.
DOI: 10.17632/dcjjcwc5dh.1
title: GobhiSet: Dataset of manually and automatically annotated RGB images of early phenological stages of Brassica oleracea var. Botrytis

description: The dataset comprises a repository of manually and automatically annotated RGB images taken across multiple dates of Brassica oleracea, distributed in uniform crop spaces. It is designed to facilitate crop detection, segmentation and growth modelling based on manual and automatically annotated pixel information. The repository is publicly available here and consists of 132 original RGB images captured over 3 different dates. Each image has a dimension of 5472×3648 pixels. Manual annotations were performed using Visual Geometry Group Image Annotator (VIA) using bounding boxes and the results were saved in Common Objects in Context (COCO) segmentation format. The labelling information such as region and shape attributes are detailed in Javascript Object Notation (JSON). Other attributes such as individual crop ID and repetitiveness of individual crop specimens are described in the Comma Separated Values (CSV) version of the annotation. For creation of automated annotations, the manual annotations were trained over a framework of Grounding DINO + Segment Anything Model (SAM) and the labels were saved in Pascal Visual Object Classes (PASCAL VOC) format. The segmentation masks are provided as Portable Network Graphics (PNG) images. The automated annotations facilitate growth monitoring over the crop phenology through evaluation based on binary masks of individually identified crop specimens across different dates. The codes used for these processes are accessible to ensure transparency and reproducibility. The dataset not only provides annotation information but can also help in refinement of different machine learning models.
DOI: 10.15468/dl.bdj9fj
title: Occurrence Download

description: A dataset containing 4994 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-114.104 14.98535,-94.94385 14.98535,-94.94385 24.3457,-114.104 24.3457,-114.104 14.98535))",
 "HasCoordinate is true",
 "TaxonKey is Colibri thalassinus (Swainson, 1827)"
 ]
}

 The dataset includes 4994 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081745-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vrv9sh
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyrillopsis Kuhlm."
 ]
}

 The dataset includes 141 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215882-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gr8v8m
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceratostylis caespitosa L.O.Williams"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0132630-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rp4y79
title: Occurrence Download

description: A dataset containing 881463 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Morocco",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 881463 records from 651 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215873-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ij7jve
title: Occurrence Download

description: A dataset containing 6703 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Bufo spinosus Daudin, 1803",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6703 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020546-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.98smb9
title: Occurrence Download

description: A dataset containing 416 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Angelidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 416 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022008-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmctcg
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Monopeltis kabindae De Witte & Laurent, 1942"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0276579-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xhueyz
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceratostylis capitata Zoll. & Moritzi"
 ]
}

 The dataset includes 28 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0132637-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qmzmdh
title: Occurrence Download

description: A dataset containing 3352 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is DORSA - German Orthoptera Collections",
 "MediaType is Audio",
 "OccurrenceStatus is Present",
 "TaxonKey is Orthoptera"
 ]
}

 The dataset includes 3352 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0115559-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ttyas
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lygodactylus insularis Boettger, 1913"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0276583-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.av4fzb
title: Occurrence Download

description: A dataset containing 666 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Photinaidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 666 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022055-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6bekj4
title: Occurrence Download

description: A dataset containing 1198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Reithrodontomys montanus (Baird, 1855)",
 "HasCoordinate is True",
 "Country is United States of America",
 "Year is greater than or equal to 1960",
 "Year is less than or equal to 2020",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False",
 "DecimalLatitude is greater than or equal to 24.5",
 "DecimalLatitude is less than or equal to 49.5",
 "DecimalLongitude is greater than or equal to -125.0",
 "DecimalLongitude is less than or equal to -66.5"
 ]
}

 The dataset includes 1198 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117155-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ncky7
title: Occurrence Download

description: A dataset containing 287021 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Greece",
 "Year 2021-2022"
 ]
}

 The dataset includes 287021 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0276580-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.69xeep
title: Occurrence Download

description: A dataset containing 283 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Congo, Democratic Republic of the",
 "TaxonKey is Pericopsis elata (Harms) Meeuwen"
 ]
}

 The dataset includes 283 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012740-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r6bn3d
title: Occurrence Download

description: A dataset containing 732 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is DSMZ Collection of Plant Viruses"
 ]
}

 The dataset includes 732 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0115564-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z29rv6
title: Occurrence Download

description: A dataset containing 969139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Saxifraga aizoides L., Saussurea pygmaea (Jacq.) Spreng., Saussurea discolor (Willd.) DC., Saussurea alpina (L.) DC., Saponaria ocymoides L., Sambucus ebulus L., Salvia pratensis L., Salvia officinalis L., Salvia nemorosa L., Salvia glutinosa L., Salvia aethiopis L., Salsola kali L., Salix viminalis L., Salix triandra L., Salix silesiaca Willd., Salix retusa L., Salix reticulata L., Salix repens L., Salix purpurea L.)"
 ]
}

 The dataset includes 969139 records from 1881 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061576-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r68hdk
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Forsteronia manausana B.F.Hansen"
 ]
}

 The dataset includes 46 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0164576-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rpzfvz
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caryota maxima Blume ex Mart."
 ]
}

 The dataset includes 82 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013352-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xmm2vz
title: Occurrence Download

description: A dataset containing 124279 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((-78.34729 -3.44276,-75.22516 -3.44276,-75.22516 1.25037,-78.34729 1.25037,-78.34729 -3.44276))",
 "Geometry POLYGON((-78.73772 -4.82401,-75.19522 -4.82401,-75.19522 1.32866,-78.73772 1.32866,-78.73772 -4.82401))"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Arecaceae"
 ]
}

 The dataset includes 124279 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048132-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fs6amz
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gaussia spirituana Moya & Leiva"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0164577-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gk6tr2
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Colletoecema magna Sonké & Dessein"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297222-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wamnlg
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acinonyx jubatus (Schreber, 1775)",
 "Country is Angola"
 ]
}

 The dataset includes 30 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013352-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nrd6u6
title: Occurrence Download

description: A dataset containing 256497 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pistacia lentiscus L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 256497 records from 283 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004243-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hxznum
title: Occurrence Download

description: A dataset containing 12704 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "GadmGid is COL.12.16_1",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 12704 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035927-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ogpq0
title: Occurrence Download

description: A dataset containing 6022 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyciodes cocyta Cramer, 1779"
 ]
}

 The dataset includes 6022 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013353-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qvx7bf
title: Occurrence Download

description: A dataset containing 1945 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pistacia vera L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1945 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004239-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c6wp7g
title: Occurrence Download

description: A dataset containing 52940 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((104.37819 7.63863,140.40296 20.98837,148.21939 44.79304,134.34842 49.38135,101.34707 51.549,66.78336 55.58576,47.76684 57.90293,24.72645 47.41334,19.98336 45.69639,10.90753 47.55494,4.08004 46.38651,-2.13745 44.06959,-15.99925 41.17192,-19.45921 39.90577,-24.94496 35.09547,-22.13475 27.87694,-20.4621 23.219,-17.5057 13.01043,8.11693 11.89166,24.91638 7.19478,31.31932 10.37897,38.42131 5.29322,79.14767 2.81751,104.37819 7.63863))",
 "Geometry POLYGON((-6.29242 -40.29369,31.7457 -39.08365,46.26753 -32.87863,55.66451 -8.57631,31.6347 -18.9112,14.85581 -10.57674,-2.10839 -2.04758,-6.29242 -40.29369))",
 "Geometry POLYGON((1.69438 59.10209,6.29881 52.46487,13.90225 53.62985,21.84121 57.45719,22.39031 64.8181,29.62959 69.75684,9.63078 72.22891,1.69438 59.10209))"
 ]
 },
 "TaxonKey is Tamarix L."
 ]
}

 The dataset includes 52940 records from 210 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0305062-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.arif2a
title: Occurrence Download

description: A dataset containing 3906 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Danaus gilippus (Cramer, 1775)"
 ]
}

 The dataset includes 3906 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013354-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxxw6a
title: Occurrence Download

description: A dataset containing 9855898 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Ecuador"
 ]
}

 The dataset includes 9855898 records from 2086 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017547-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9nne26
title: Occurrence Download

description: A dataset containing 472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bubalus arnee (Kerr, 1792)"
 ]
}

 The dataset includes 472 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000048-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mgecfa
title: Occurrence Download

description: A dataset containing 564 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Occurrence evidence, Living Specimen, Human Observation, Material sample, Material citation, Specimen, Fossil)",
 "Country is Kazakhstan",
 "Geometry POLYGON((77.21518 43.32539,77.18941 43.31215,77.1896 43.29764,77.19903 43.28149,77.2105 43.27888,77.21871 43.27828,77.22673 43.27571,77.23397 43.27811,77.24581 43.28203,77.25672 43.28908,77.2644 43.29425,77.26729 43.30969,77.26595 43.3208,77.2638 43.33519,77.25074 43.3497,77.23332 43.3497,77.21699 43.33664,77.21518 43.32539))",
 "OccurrenceStatus is Present",
 "TaxonKey is Araneae"
 ]
}

 The dataset includes 564 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000045-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e446jj
title: Occurrence Download

description: A dataset containing 500 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "TaxonKey is Davidia involucrata Baill."
 ]
}

 The dataset includes 500 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021504-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.