cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28299473.v2
title: Information of the Included Studies.docx

description: <b>Assessment of cross-cultural adaptations and patient-reported outcome measures relevant to shoulder disorders in Turkish: A systematic review using the COSMIN methodology.</b>
DOI: 10.6084/m9.figshare.28299473.v1
title: Information of the Included Studies.docx

description: <b>Assessment of cross-cultural adaptations and patient-reported outcome measures relevant to shoulder disorders in Turkish: A systematic review using the COSMIN methodology.</b>
DOI: 10.15468/dl.g9u7v8
title: Occurrence Download

description: A dataset containing 331179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (April, May, June, July)",
 "OccurrenceStatus is Present",
 "TaxonKey is Erithacus rubecula (Linnaeus, 1758)",
 "Year 2000-2025"
 ]
}

 The dataset includes 331179 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007068-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9mrwah
title: Occurrence Download

description: A dataset listing the 202945 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Year 1800-1940"
 ]
}

 The dataset's 202945 records were derived from 1813 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007069-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kr566m
title: Occurrence Download

description: A dataset containing 1944 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vespa mandarinia Smith, 1852"
 ]
}

 The dataset includes 1944 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058237-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wpp595
title: Occurrence Download

description: A dataset containing 10982 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus brevifolius (Rottb.) Hassk."
 ]
}

 The dataset includes 10982 records from 272 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056095-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zcpzhf
title: Occurrence Download

description: A dataset listing the 977876 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plantae"
 ]
}

 The dataset's 977876 records were derived from 7145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0337215-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzyqrd
title: Occurrence Download

description: A dataset containing 3484 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is one of (Colombia, Peru, Brazil, Ecuador, Bolivia (Plurinational State of), Venezuela (Bolivarian Republic of))",
 "OccurrenceStatus is Present",
 "TaxonKey is Inia geoffrensis"
 ]
}

 The dataset includes 3484 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064355-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4hvae
title: Occurrence Download

description: A dataset containing 202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Peru",
 "OccurrenceStatus is Present",
 "TaxonKey is Inia geoffrensis"
 ]
}

 The dataset includes 202 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064357-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10824827
title: Data Accompanying "Viscoelastic material properties determine contact mechanics of hydrogel spheres"

description: Missing script main_script_particle_particle_shear.m added to folder figure_1bc_3ab_4ab_7ab_8ac
DOI: 10.5281/zenodo.18040304
title: Data Accompanying "Viscoelastic material properties determine contact mechanics of hydrogel spheres"

description: Missing script main_script_particle_particle_shear.m added to folder figure_1bc_3ab_4ab_7ab_8ac
DOI: 10.15468/dl.2fdqxt
title: Occurrence Download

description: A dataset containing 4008670 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Plantago coronopus coronopus, Plantago coronopus, Plantago coronopus cupanii, Plantago coronopus coronopus, Plantago, Plantago lanceolata lanceolata, Plantago lanceolata unranked, Plantago lanceolata, Plantago lanceolata altissima, Plantago lanceolata minor, Plantago lanceolata eurhiza, Plantago maritima maritima, Plantago maritima tomentosa, Plantago maritima subpolaris, Plantago maritima, Puccinellia distans embergeri, Puccinellia distans fontqueri, Puccinellia distans, Puccinellia distans distans, Puccinellia maritima, Puccinellia nutkaensis, Puccinellia phryganodes)"
 ]
}

 The dataset includes 4008670 records from 6370 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064351-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17186015
title: ScenarioMIP CMIP7 runs with fair

description: historical emissions from https://doi.org/10.5281/zenodo.15379902

ScenarioMIP harmonization v2025.09.19 (Jarmo Kikstra, personal communication)

fair v2.2.2

calibration v1.5.0
DOI: 10.15468/dl.rve6qc
title: Occurrence Download

description: A dataset containing 2517 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material citation, Specimen)",
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Jaltomata procumbens, Jaltomata)"
 ]
}

 The dataset includes 2517 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009409-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gkqyyp
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is NMNH Extant Specimen Records (USNM, US)",
 "Geometry POLYGON((-44.19205 8.65162,-34.26834 21.63609,-36.29811 33.314,-32.35322 42.1819,-22.90293 38.93659,-11.57253 40.18358,-9.7954 43.73428,-7.9376 48.97537,-17.06017 50.87527,-11.86931 54.62789,-8.94463 60.05212,-7.71438 66.84965,-11.10782 66.83291,-16.5427 61.39295,-22.21755 61.23163,-31.06971 61.23163,-39.00008 57.46379,-48.54574 48.3052,-50.79975 39.75388,-54.43964 25.07907,-44.19205 8.65162))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Ascomycota"
 ]
}

 The dataset includes 108 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009405-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6njm2p
title: Occurrence Download

description: A dataset containing 3703 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Chile",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Nothofagus alessandrii, Nothofagus alpina, Nothofagus antarctica, Nothofagus betuloides, Nothofagus dombeyi, Nothofagus glauca, Nothofagus macrocarpa, Nothofagus nitida, Nothofagus obliqua, Nothofagus pumilio)"
 ]
}

 The dataset includes 3703 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009411-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdg9de
title: Occurrence Download

description: A dataset containing 784 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinus glabra",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 784 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009412-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7x57c7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alternanthera paronychioides",
 "Country is Viet Nam",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009416-250920141307145/datasets/export for details.
DOI: 10.5281/zenodo.17186151
title: Differential brain architecture and foraging gene expression are linked with sex-specific division of labor in a litter-feeding termite

description: Dataset filled with data from behavioral bioassays and RT-qPCR experiments for the following study: Differential brain architecture and foraging gene expression are linked with sex-specific division of labor in a litter-feeding termite
DOI: 10.15468/dl.f63upb
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alternanthera paronychioides",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 53 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009415-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23687/b4d667c1-27db-d36a-e038-f8d93309b15f
title: Predictive model of Li-Cs-Ta pegmatite deposits
title: Modèle prédictif des pegmatites Li-Cs-Ta

description: This model is derived from geological and geophysical data, which is processed using deep learning and natural language processing techniques. Displayed is a Pan-Canadian probability map indicating the likelihood of discovering next-generation lithium-cesium-tantalum (LCT) pegmatites. This map was generated using known Canadian LCT pegmatites and their associated geospatial features, incorporating geological and geophysical data analyzed through deep learning and natural language processing techniques. Higher probability values highlight areas with an increased likelihood of hosting next-generation deposits, making this map a valuable tool for decision-making.
description: Ce modèle est dérivé de données géologiques et géophysiques, traitées à l'aide de techniques d'apprentissage profond et de traitement du langage naturel. Voici une carte de probabilité pancanadienne indiquant la probabilité de découvrir des pegmatites au lithium-césium-tantale (LCT) de nouvelle génération. Cette carte a été générée à partir de pegmatites LCT connues au Canada et de leurs caractéristiques géospatiales associées, en intégrant des données géologiques et géophysiques analysées à l'aide de techniques d'apprentissage profond et de traitement du langage naturel. Les valeurs de probabilité élevées mettent en évidence les zones présentant une probabilité accrue d'abriter des gisements de nouvelle génération, faisant de cette carte un outil précieux pour la prise de décision.
DOI: 10.15468/dl.twhjfv
title: Occurrence Download

description: A dataset containing 2238 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material citation)",
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Heliotropium angiospermum"
 ]
}

 The dataset includes 2238 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009413-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.djdtfa
title: Occurrence Download

description: A dataset containing 37884 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Halictus scabiosae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 37884 records from 366 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009410-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17186127
title: Skiing Data Analysis

description: Files include XLSX records of three experimental ski runs. Each file has three datasheets that contain (i) data from the WITmotion  sensors recorded with the sampling frequency of 100Hz, (ii) positioning GNSS data recorded by Garmin sensors with the sampling frequency of 1Hz, (iii) and skiing turn points detected by the GoPro video camera
DOI: 10.5281/zenodo.17186128
title: Skiing Data Analysis

description: Files include XLSX records of three experimental ski runs. Each file has three datasheets that contain (i) data from the WITmotion  sensors recorded with the sampling frequency of 100Hz, (ii) positioning GNSS data recorded by Garmin sensors with the sampling frequency of 1Hz, (iii) and skiing turn points detected by the GoPro video camera
DOI: 10.15468/dl.x9ewdg
title: Occurrence Download

description: A dataset containing 224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Living Specimen, Specimen, Fossil, Material citation, Material sample, Machine Observation)"
 ]
 }
 },
 "TaxonKey is Glycine max",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 2000"
 ]
}

 The dataset includes 224 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009417-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.48guwr
title: Occurrence Download

description: A dataset containing 477 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material citation, Specimen)",
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Abies guatemalensis"
 ]
}

 The dataset includes 477 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009420-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15482/usda.adc/29922011
title: Data from: Avian Sentinels Neural Nest: AI-Powered Bird Monitoring System for Real-Time Detection and Species Identification

description: Traditional bird deterrent methods, such as scarecrows, loud noise emitters, and netting, can become less effective over time due to bird habituation. This study presents an AI-driven avian monitoring system, integrating advanced deep learning models and real-time environmental sensing as a baseline for potential adaptive deterrent mechanisms to manage bird populations in aquaculture environments. The proposed system leverages high-resolution imaging, motion tracking, and environmental sensors to identify species and analyze behavioral patterns. The AI-powered classification is driven by the developed Avian Eye Net, a specialized neural network optimized for avian species detection and classification, ensuring high precision in real-time monitoring. The AI framework utilizes a multi-stage image processing pipeline, starting with region of interest (ROI) extraction using adaptive image segmentation. Image metadata is then processed through AI-based feature extraction and context-aware metadata parsing, which fuses structured data with neural network outputs. The final dataset is compiled into structured formats, exporting key parameters—including image filename, date, time, location, detected species, and population count—to a ready to analyze data file for further analysis. This structured approach enhances system efficiency, providing real-time, high-fidelity bird population monitoring. Experimental results demonstrate a classification accuracy of 97.2%, with a precision rate of 95.8% and a recall rate of 96.4% for avian species identification for three important species associated with aquaculture farms. In the future, the system’s integration with Internet of Things (IoT) devices may enable the deployment of non-invasive deterrent measures—such as LED lighting, ultrasonic sound waves, and airflow manipulation—to mitigate avian interference with aquaculture operations. This IoT with AI-powered approach enhances sustainable aquaculture management by ensuring minimal disruption to avian species while optimizing fish farm productivity.The dataset contains a subset of images used to build the species identification and quantification models, highlighting the main predatory birds in the area: great blue heron, egret, and Canada goose. Also included in classification are humans. Meta-data annotation from camera trap images is also included in the code and extraction from the images.
DOI: 10.15482/usda.adc/29922011.v1
title: Data from: Avian Sentinels Neural Nest: AI-Powered Bird Monitoring System for Real-Time Detection and Species Identification

description: Traditional bird deterrent methods, such as scarecrows, loud noise emitters, and netting, can become less effective over time due to bird habituation. This study presents an AI-driven avian monitoring system, integrating advanced deep learning models and real-time environmental sensing as a baseline for potential adaptive deterrent mechanisms to manage bird populations in aquaculture environments. The proposed system leverages high-resolution imaging, motion tracking, and environmental sensors to identify species and analyze behavioral patterns. The AI-powered classification is driven by the developed Avian Eye Net, a specialized neural network optimized for avian species detection and classification, ensuring high precision in real-time monitoring. The AI framework utilizes a multi-stage image processing pipeline, starting with region of interest (ROI) extraction using adaptive image segmentation. Image metadata is then processed through AI-based feature extraction and context-aware metadata parsing, which fuses structured data with neural network outputs. The final dataset is compiled into structured formats, exporting key parameters—including image filename, date, time, location, detected species, and population count—to a ready to analyze data file for further analysis. This structured approach enhances system efficiency, providing real-time, high-fidelity bird population monitoring. Experimental results demonstrate a classification accuracy of 97.2%, with a precision rate of 95.8% and a recall rate of 96.4% for avian species identification for three important species associated with aquaculture farms. In the future, the system’s integration with Internet of Things (IoT) devices may enable the deployment of non-invasive deterrent measures—such as LED lighting, ultrasonic sound waves, and airflow manipulation—to mitigate avian interference with aquaculture operations. This IoT with AI-powered approach enhances sustainable aquaculture management by ensuring minimal disruption to avian species while optimizing fish farm productivity.The dataset contains a subset of images used to build the species identification and quantification models, highlighting the main predatory birds in the area: great blue heron, egret, and Canada goose. Also included in classification are humans. Meta-data annotation from camera trap images is also included in the code and extraction from the images.
DOI: 10.15468/dl.68km9g
title: Occurrence Download

description: A dataset containing 4569 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lantana montevidensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 4569 records from 163 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009422-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h4mfef
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 {
 "and" : [
 "InstitutionCode is one of (KU)",
 "TaxonKey is one of (Terpsiphone rufiventer [GBIF Backbone Taxonomy])"
 ]
 }
 ]
}

 The dataset includes 63 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009423-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bw7ef2
title: Occurrence Download

description: A dataset containing 6039 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Andrena florea",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 6039 records from 187 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009418-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.74fm6w
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009425-250920141307145/datasets/export for details.
DOI: 10.34740/kaggle/dsv/13149537
title: Mahanagar Yatayat Transport Dataset
DOI: 10.15468/dl.7drusw
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009426-250920141307145/datasets/export for details.
DOI: 10.15468/dl.beca2q
title: Occurrence Download

description: A dataset containing 465 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alternanthera pungens",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 465 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009427-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.