cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.f3eg68
title: Occurrence Download

description: A dataset containing 571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "OccurrenceStatus is Present",
 "TaxonKey is Prosopis juliflora (Sw.) DC."
 ]
}

 The dataset includes 571 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011749-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4fr22f
title: Occurrence Download

description: A dataset containing 416 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bactrocera dorsalis (Hendel, 1912))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 416 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011748-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.46cb7q
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Heteropsylla cubana Crawford, 1914)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011750-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2u4wxn
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phyllobius pilicornis Desbrochers des Loges, 1872)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 176 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011751-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25946/21655628
title: On-tree mango instance segmentation dataset

description: Dataset created for on-tree mango fruit detection and segmentation as a part of mango fruit size estimation study. Image datasets were prepared for training of Convolutional Neural Network (CNN) based instance segmentation model and annotated using VGG Image Annotation tool (Dutta & Zisserman 2019) with polygon region annotation. Two folders contain cropped images and COCO style JSON annotation files and randomly separated into training and test image sets. Images were taken at nighttime with the use of artificial light (LED light panel), using Azure Kinect RGB-D camera and Basler ace acA2440-75uc RGB camera.Datasets contain images from Honey Gold and Keitt mango cultivars and folders are organized as:Folder 1 (individual-mango-snips) - contains tiled-images and annotation file - A total of 542 (train + test) tiled images of 640 x 540 pixels.Folder 2 (tiled-images) - individual-mango-snips - Total 1200 (train + test) snips of variable dimensions (&lt;150 pixels)For anyone intended to use the dataset for their research purpose, please cite following related journal paper:Neupane, C.; Koirala, A.; Walsh, K.B. In-Orchard Sizing of Mango Fruit: 1. Comparison of Machine Vision Based Methods for On-The-Go Estimation. Horticulturae 2022, 8, 1223. https://doi.org/10.3390/horticulturae8121223
DOI: 10.25946/26212598
title: on-tree mango-branch instance segmentation dataset

description: The dataset has been prepared for use in machine vision-based mango fruit and branch localisation for detection of fruit-branch occlusion. Images are from Honey Gold and Keitt mango varieties. The dataset contains: - 250 RGB images (200 training + 50 test images) of mango tree canopies acquired using Azure Kinect Camera under artificial lighting condition. - COCO JSON format label files with multi class (mango+branch), single classes (mango only and branch only) polygon annotations. - Labels converted to txt format to use for YOLOv8-seg + other models training. Annotation: The annotation tool - VGG Image Annotator (VIA) was used for ground truth labeling of images using polygon labelling tool.
DOI: 10.25946/26212598.v1
title: on-tree mango-branch instance segmentation dataset

description: The dataset has been prepared for use in machine vision-based mango fruit and branch localisation for detection of fruit-branch occlusion. Images are from Honey Gold and Keitt mango varieties. The dataset contains: - 250 RGB images (200 training + 50 test images) of mango tree canopies acquired using Azure Kinect Camera under artificial lighting condition. - COCO JSON format label files with multi class (mango+branch), single classes (mango only and branch only) polygon annotations. - Labels converted to txt format to use for YOLOv8-seg + other models training. Annotation: The annotation tool - VGG Image Annotator (VIA) was used for ground truth labeling of images using polygon labelling tool.
DOI: 10.15468/dl.2ppezw
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paraleyrodes bondari Peracchi, 1971)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011752-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6xf6j4
title: Occurrence Download

description: A dataset containing 335 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Allium cyaneum Regel"
 ]
}

 The dataset includes 335 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011754-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.98nkzw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bactrocera tsuneonis (Miyake, 1919))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011753-250310093411724/datasets/export for details.
DOI: 10.15468/dl.vcuhxz
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Matsucoccus pini Green, 1925)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011755-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pdgvhp
title: Occurrence Download

description: A dataset containing 571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Prosopis juliflora (Sw.) DC."
 ]
}

 The dataset includes 571 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011757-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5es37
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Epuraea imperialis (Reitter, 1877))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 78 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011756-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.akpyjp
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diatraea saccharalis Fabricius",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 164 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011759-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4br7zs
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Singhiella simplex (Singh, 1931))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011760-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d9py2b
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carpomya vesuviana Costa, 1854)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011761-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wku2zz
title: Occurrence Download

description: A dataset containing 221 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhyzopertha dominica (Fabricius, 1792))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 221 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011762-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11057347
title: Contrastive Language Image Pretraining by openai
DOI: 10.15468/dl.htx58x
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Merodon caucasicus Portschinsky, 1877)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011763-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vk3sd
title: Occurrence Download

description: A dataset containing 357 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eriosoma lanigerum (Hausmann, 1802))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 357 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011765-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xdk7da
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Siphoninus phillyreae (Haliday, 1835))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 130 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011764-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r4yj6b
title: Occurrence Download

description: A dataset containing 571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Prosopis juliflora (Sw.) DC."
 ]
}

 The dataset includes 571 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011767-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yvt8yx
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tribolium confusum Jaquelin Du Val, 1868)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 91 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011766-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/qfkw-sa40
title: Challenge: Abnormal Activity Detection in Individuals with Developmental Disabilities

description: Facilities for the developmentally disabled face the challenge of detecting abnormal behaviors because of limited staff and the difficulty of spotting subtle movements. Traditional methods often struggle to identify these behaviors because abnormal actions are irregular and unpredictable, leading to frequent misses or misclassifications.Currently, many facilities for persons with disabilities rely on direct observation and manual recording processes, which increase staff workload and make it difficult to quickly and accurately identify abnormal behaviors. However, manual recording has limitations, making it challenging to continuously collect sufficient data.The main contributions of this work is the creation of a unique dataset with labeled abnormal behaviors. The dataset includes labeled video data collected for four days from five normal participants performing eight activities with four abnormal behaviors. The data was collected with normal participants to simulate activities, and no individuals with disabilities.For evaluation, we assessed all normal versus abnormal activities and per abnormal activity recognition comparing with the baseline. The dataset was collected in a laboratory-controlled environment with a total of five participants in a span of four days recorded at a sampling rate of 30 frames per second. In this study, participants' actions were recorded using two different cameras, and pose estimation techniques were used to extract skeleton data.The selection of these activities was based on observations and interviews conducted in a facility for individuals with developmental disabilities. Facility staff identified these behaviors as frequently occurring and requiring attention to ensure the safety and well-being of individuals. The abnormal activities were chosen to reflect patterns of self-injurious or aggressive behavior commonly observed in the facility, including "head banging", "throwing objects", "attacking others", and "biting hands or fingers". Similarly, the normal activities represent routine daily actions observed in the same environment, such as "sitting," "walking," "using a phone," and "eating or drinking."
DOI: 10.15468/dl.pu75av
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tapinoma magnum Mayr, 1861)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 83 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011768-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yn3mpw
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Blastopsylla occidentalis Taylor, 1985)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 50 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011769-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bwvr5c
title: Occurrence Download

description: A dataset containing 388 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Opogona sacchari (Bojer, 1856))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 388 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011770-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mj6c6y
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dicranoctetes Braun, 1918",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011771-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/sc6k-yp55
title: Challenge: Abnormal Activity Detection in Individuals with Developmental Disabilities

description: Facilities for the developmentally disabled face the challenge of detecting abnormal behaviors because of limited staff and the difficulty of spotting subtle movements. Traditional methods often struggle to identify these behaviors because abnormal actions are irregular and unpredictable, leading to frequent misses or misclassifications.Currently, many facilities for persons with disabilities rely on direct observation and manual recording processes, which increase staff workload and make it difficult to quickly and accurately identify abnormal behaviors. However, manual recording has limitations, making it challenging to continuously collect sufficient data.The main contributions of this work is the creation of a unique dataset with labeled abnormal behaviors. The dataset includes labeled video data collected for four days from five normal participants performing eight activities with four abnormal behaviors. The data was collected with normal participants to simulate activities, and no individuals with disabilities.For evaluation, we assessed all normal versus abnormal activities and per abnormal activity recognition comparing with the baseline. The dataset was collected in a laboratory-controlled environment with a total of five participants in a span of four days recorded at a sampling rate of 30 frames per second. In this study, participants' actions were recorded using two different cameras, and pose estimation techniques were used to extract skeleton data.The selection of these activities was based on observations and interviews conducted in a facility for individuals with developmental disabilities. Facility staff identified these behaviors as frequently occurring and requiring attention to ensure the safety and well-being of individuals. The abnormal activities were chosen to reflect patterns of self-injurious or aggressive behavior commonly observed in the facility, including "head banging", "throwing objects", "attacking others", and "biting hands or fingers". Similarly, the normal activities represent routine daily actions observed in the same environment, such as "sitting," "walking," "using a phone," and "eating or drinking."
DOI: 10.15468/dl.x7gzkf
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Hungary",
 "TaxonKey is Procambarus clarkii (Girard, 1852)"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011772-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mumhrz
title: Occurrence Download

description: A dataset containing 733 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tribolium destructor Uyttenboogaart, 1934)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 733 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011773-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eehmhj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mesopolobus pinus Hussey, 1960)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011774-250310093411724/datasets/export for details.
DOI: 10.15468/dl.hpf47u
title: Occurrence Download

description: A dataset containing 1784 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Glycaspis brimblecombei Moore, 1964)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1784 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011775-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nf3m24
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Xylosandrus compactus Wood & Bright, 1992)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 27 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011776-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.