cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17614168
title: Underwater images collected by a Kite surf in Le-Morne-With-Aerial, Mauritius - 2018-04-29

description: This dataset was collected by a Kite surf in Le-Morne-With-Aerial, Mauritius - 2018-04-29. 

            Underwater or aerial images collected by scientists or citizens can have a wide variety of use for science, management, or conservation.
            These images can be annotated and shared to train IA models which can in turn predict the objects on the images.
            We provide a set of tools (hardware and software) to collect marine data, predict species or habitat, and provide maps.

            This dataset is part of larger collection referencing numerous underwater and aerial images Seatizen Altas. 
            Methods, tools and scientific objectives are also described in a dedicated data paper.

            
                
                                       
                
                
 GPS information: 

                GPX file from Garmin watch.
            
                    
                

                
            

            
 Generic folder structure 
            
            YYYYMMDD_COUNTRYCODE-optionalplace_device_session-number 
            ├── DCIM :  folder to store videos and photos depending on the media collected. 
            ├── GPS :  folder to store any positioning related file. If any kind of correction is possible on files (e.g. Post-Processed Kinematic thanks to rinex data) then the distinction between device data and base data is made. If, on the other hand, only device position data are present and the files cannot be corrected by post-processing techniques (e.g. gpx files), then the distinction between base and device is not made and the files are placed directly at the root of the GPS folder. 
            │   ├── BASE :  files coming from rtk station or any static positioning instrument. 
            │   └── DEVICE : files coming from the device. 
            ├── METADATA : folder with general information files about the session. 
            ├── PROCESSED_DATA : contain all the folders needed to store the results of the data processing of the current session. 
            │   ├── BATHY :  output folder for bathymetry raw data extracted from mission logs. 
            │   ├── FRAMES :  output folder for georeferenced frames extracted from DCIM videos. 
            │   ├── IA :  destination folder for image recognition predictions. 
            │   └── PHOTOGRAMMETRY :  destination folder for reconstructed models in photogrammetry. 
            └── SENSORS : folder to store files coming from other sources (bathymetry data from the echosounder, log file from the autopilot,  mission plan etc.).       
            

            
 Software 
            All the raw data was processed using our worflow. All predictions were generated by our inference pipeline. You can find all the necessary scripts to download this data in this repository. Enjoy your data with SeatizenDOI!
DOI: 10.15468/dl.sbkruk
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyphessobrycon eques",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034743-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dy82n3
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-107.3688 23.54913, -107.2188 23.54913, -107.2188 23.69913, -107.3688 23.69913, -107.3688 23.54913))"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034744-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8nyafb
title: Occurrence Download

description: A dataset containing 799 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Andira"
 ]
}

 The dataset includes 799 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034745-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nku4p2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyphessobrycon erythrostigma",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034746-251025141854904/datasets/export for details.
DOI: 10.15468/dl.nc8qjr
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-107.2188 23.54913, -107.0688 23.54913, -107.0688 23.69913, -107.2188 23.69913, -107.2188 23.54913))"
 ]
}

 The dataset includes 41 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034747-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c5wa8j
title: Occurrence Download

description: A dataset containing 393640 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Caudata"
 ]
}

 The dataset includes 393640 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034730-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17614262
title: Voynich Manuscript Morphemic Decryption - Analysis Results

description: Comprehensive morphemic analysis results for the Voynich Manuscript. This dataset contains:

Morpheme inventory with frequency analysis
Word decomposition results
Statistical validation (chi-square tests)
Confidence metrics and distribution analysis
Generated using advanced computational linguistics methods and statistical validation.
description: This research applies morphemic decomposition techniques to the Voynich Manuscript text.
DOI: 10.5281/zenodo.17614261
title: Voynich Manuscript Morphemic Decryption - Analysis Results

description: Comprehensive morphemic analysis results for the Voynich Manuscript. This dataset contains:

Morpheme inventory with frequency analysis
Word decomposition results
Statistical validation (chi-square tests)
Confidence metrics and distribution analysis
Generated using advanced computational linguistics methods and statistical validation.
description: This research applies morphemic decomposition techniques to the Voynich Manuscript text.
DOI: 10.15468/dl.db5zmw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyphessobrycon flammeus",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034748-251025141854904/datasets/export for details.
DOI: 10.15468/dl.3mebex
title: Occurrence Download

description: A dataset containing 483 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-107.0688 23.54913, -106.9188 23.54913, -106.9188 23.69913, -107.0688 23.69913, -107.0688 23.54913))"
 ]
}

 The dataset includes 483 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034749-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16794897
title: Climate projections and renewable energy UKESM1-0-LL SSP126 China
DOI: 10.5281/zenodo.17607586
title: Climate projections and renewable energy UKESM1-0-LL SSP126 China
DOI: 10.15468/dl.6x7h4f
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyphessobrycon herbertaxelrodi",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034752-251025141854904/datasets/export for details.
DOI: 10.5281/zenodo.17614244
title: Data and Software on calibration of seafloor pressure sensors for seismology

description: Data and software for project calibrating seafloor pressure sensors for seismology.
DOI: 10.5281/zenodo.17614245
title: Data and Software on calibration of seafloor pressure sensors for seismology

description: Data and software for project calibrating seafloor pressure sensors for seismology.
DOI: 10.15468/dl.f6ha45
title: Occurrence Download

description: A dataset containing 10767 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-106.9188 23.54913, -106.7688 23.54913, -106.7688 23.69913, -106.9188 23.69913, -106.9188 23.54913))"
 ]
}

 The dataset includes 10767 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034751-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30393253
title: Paleomagnetic directions recorded by basalts from the Khartoum Basin in Sudan of the West and Central African Rift System (Supplementary material)

description: We present new paleomagnetic data from basalts at Jebel Et Toriya and Jebel Fiteihab in the Omdurman area of central Sudan. These units form rare surface exposures within the Khartoum Basin, part of the eastern branch of the West and Central African Rift System, characterized by limited surface expressions of volcanism. Rock magnetic analyses indicate that the remanence is primarily carried by magnetite or titanomagnetite. Oriented block samples were collected from six sites at Jebel Et Toriya and four sites at Jebel Fiteihab, and characteristic remanent magnetization (ChRM) directions were isolated through stepwise alternating field and thermal demagnetization. The mean ChRM directions for Jebel Et Toriya (Dg = 329.1°, Ig = –12.5°, k = 539.1, α95 = 2.9°, N = 6) and Jebel Fiteihab (Ds = 347.5°, Is = –28.2°, k = 147.3, α95 = 7.6°, N = 4, after tilt correction) yield virtual geomagnetic poles (VGPs) at 52.4°N/269.0°E (K = 613.3, A95 = 2.7°, N = 6) and 56.9°N/235.0°E (K = 170.2, A95 = 7.1°, N = 6), respectively. Neither basalt body adequately averages paleosecular variation (PSV), representing snapshots of the geomagnetic field. Nevertheless, the Jebel Et Toriya VGP lies near the Late Jurassic–Early Cretaceous cusp of the African apparent polar wander path (APWP), a similarity that may be coincidental but broadly aligns with radiometric ages (~145–120 Ma) reported from subsurface basalts in the Khartoum Basin. In contrast, the Jebel Fiteihab VGP aligns more closely with Late Triassic poles, possibly reflecting vertical-axis rotation associated with regional deformation linked to the Central African Shear Zone. Although the obtained VGPs are unsuitable for precise paleogeographic or APWP reconstructions due to inadequate averaging of PSV and uncertainties in age and tectonic rotations, the new data expand the sparse paleomagnetic record of the Northeast African Plate. Radiometric dating and further paleomagnetic sampling of other suitable units across the Khartoum Basin and the WCARS are essential for establishing reliable ages, assessing vertical-axis rotations, and improving the temporal and spatial resolution of the regional paleomagnetic record.
DOI: 10.34740/kaggle/dsv/13738535
title: Layline Shareholder activism dataset
DOI: 10.6084/m9.figshare.30393253.v1
title: Paleomagnetic directions recorded by basalts from the Khartoum Basin in Sudan of the West and Central African Rift System (Supplementary material)

description: We present new paleomagnetic data from basalts at Jebel Et Toriya and Jebel Fiteihab in the Omdurman area of central Sudan. These units form rare surface exposures within the Khartoum Basin, part of the eastern branch of the West and Central African Rift System, characterized by limited surface expressions of volcanism. Rock magnetic analyses indicate that the remanence is primarily carried by magnetite or titanomagnetite. Oriented block samples were collected from six sites at Jebel Et Toriya and four sites at Jebel Fiteihab, and characteristic remanent magnetization (ChRM) directions were isolated through stepwise alternating field and thermal demagnetization. The mean ChRM directions for Jebel Et Toriya (Dg = 329.1°, Ig = –12.5°, k = 539.1, α95 = 2.9°, N = 6) and Jebel Fiteihab (Ds = 347.5°, Is = –28.2°, k = 147.3, α95 = 7.6°, N = 4, after tilt correction) yield virtual geomagnetic poles (VGPs) at 52.4°N/269.0°E (K = 613.3, A95 = 2.7°, N = 6) and 56.9°N/235.0°E (K = 170.2, A95 = 7.1°, N = 6), respectively. Neither basalt body adequately averages paleosecular variation (PSV), representing snapshots of the geomagnetic field. Nevertheless, the Jebel Et Toriya VGP lies near the Late Jurassic–Early Cretaceous cusp of the African apparent polar wander path (APWP), a similarity that may be coincidental but broadly aligns with radiometric ages (~145–120 Ma) reported from subsurface basalts in the Khartoum Basin. In contrast, the Jebel Fiteihab VGP aligns more closely with Late Triassic poles, possibly reflecting vertical-axis rotation associated with regional deformation linked to the Central African Shear Zone. Although the obtained VGPs are unsuitable for precise paleogeographic or APWP reconstructions due to inadequate averaging of PSV and uncertainties in age and tectonic rotations, the new data expand the sparse paleomagnetic record of the Northeast African Plate. Radiometric dating and further paleomagnetic sampling of other suitable units across the Khartoum Basin and the WCARS are essential for establishing reliable ages, assessing vertical-axis rotations, and improving the temporal and spatial resolution of the regional paleomagnetic record.
DOI: 10.6084/m9.figshare.30626470
title: Additional file 1 of Genome-wide characterization of the UDP-glycosyltransferases (UGT) family and functional analysis of VcUGT160 involved in dihydrozeatin glycosylation during blueberry fruits development

description: Supplementary Material 1.
DOI: 10.6084/m9.figshare.30626470.v1
title: Additional file 1 of Genome-wide characterization of the UDP-glycosyltransferases (UGT) family and functional analysis of VcUGT160 involved in dihydrozeatin glycosylation during blueberry fruits development

description: Supplementary Material 1.
DOI: 10.6084/m9.figshare.30626474.v1
title: Additional file 1 of Real-world analysis and future trends of parkinson's disease burden and all-cause mortality in Shanghai Pudong: a population-based study of 3.17 million people

description: Supplementary Material 1.
DOI: 10.6084/m9.figshare.30626474
title: Additional file 1 of Real-world analysis and future trends of parkinson's disease burden and all-cause mortality in Shanghai Pudong: a population-based study of 3.17 million people

description: Supplementary Material 1.
DOI: 10.6084/m9.figshare.30626522
title: Additional file 1 of Habitat heterogeneity and green filamentous algae influence the larval ecology of Anopheles stephensi during the dry season in Eastern Ethiopia

description: Additional file 1: Dataset.
DOI: 10.6084/m9.figshare.30626522.v1
title: Additional file 1 of Habitat heterogeneity and green filamentous algae influence the larval ecology of Anopheles stephensi during the dry season in Eastern Ethiopia

description: Additional file 1: Dataset.
DOI: 10.6084/m9.figshare.30626561
title: Additional file 1 of Hymenopleella and Diaporthe dominate the fungal community of dieback affected sea Buckthorn from Northern Germany

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.30626561.v1
title: Additional file 1 of Hymenopleella and Diaporthe dominate the fungal community of dieback affected sea Buckthorn from Northern Germany

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.30626567
title: Additional file 3 of Hymenopleella and Diaporthe dominate the fungal community of dieback affected sea Buckthorn from Northern Germany

description: Supplementary Material 3
DOI: 10.6084/m9.figshare.30626567.v1
title: Additional file 3 of Hymenopleella and Diaporthe dominate the fungal community of dieback affected sea Buckthorn from Northern Germany

description: Supplementary Material 3
DOI: 10.6084/m9.figshare.30626573
title: Additional file 1 of Aldolase a in pan-cancer and lung squamous cell carcinoma: prognostic value and macrophage-driven immune suppression unveiled by multi-omics and cohort validation

description: Supplementary Material 1.
DOI: 10.6084/m9.figshare.30626573.v1
title: Additional file 1 of Aldolase a in pan-cancer and lung squamous cell carcinoma: prognostic value and macrophage-driven immune suppression unveiled by multi-omics and cohort validation

description: Supplementary Material 1.
DOI: 10.6084/m9.figshare.30626608
title: Additional file 1 of Diverging global incidence trends of early-onset cancers: comparisons with incidence trends of later-onset cancers and mortality trends of early-onset cancers

description: Additional file 1. Table S1 Incidence trends of early-onset and later-onset digestive, urinary, reproductive, respiratory, endocrine, nervous, hematopoietic, integumentary, and oral and upper aerodigestive tract system cancers among females by country in 2000 – 2017. Table S2 Incidence trends of early-onset and later-onset cancers by geographical region in 2000 – 2017 for the top 5 common early-onset cancer types with increasing incidence. Table S3 Incidence trends of early-onset and later-onset cancers by human development index (HDI) levels for the top 5 common early-onset cancer types with increasing incidence. Table S4 Incidence trends of early-onset and later-onset digestive, urinary, reproductive, respiratory, endocrine, nervous, hematopoietic, integumentary, and oral and upper aerodigestive tract system cancers among males by country in 2000 – 2017. Table S5 Incidence and mortality trends of early-onset digestive, urinary, reproductive, respiratory, endocrine, nervous, hematopoietic, integumentary system, and oral and upper aerodigestive tract system cancers among females by country in 2000 – 2017. Table S6 Incidence and mortality trends of early-onset digestive, urinary, reproductive, respiratory, endocrine, nervous, lymphatic and hematopoietic, integumentary, and oral and upper aerodigestive tract system cancers among males by country in 2000 – 2017. Table S7 Mortality trends of early-onset cancers from 2000 to 2023 (or 2021/2022 depending on data availability).
DOI: 10.6084/m9.figshare.30626608.v1
title: Additional file 1 of Diverging global incidence trends of early-onset cancers: comparisons with incidence trends of later-onset cancers and mortality trends of early-onset cancers

description: Additional file 1. Table S1 Incidence trends of early-onset and later-onset digestive, urinary, reproductive, respiratory, endocrine, nervous, hematopoietic, integumentary, and oral and upper aerodigestive tract system cancers among females by country in 2000 – 2017. Table S2 Incidence trends of early-onset and later-onset cancers by geographical region in 2000 – 2017 for the top 5 common early-onset cancer types with increasing incidence. Table S3 Incidence trends of early-onset and later-onset cancers by human development index (HDI) levels for the top 5 common early-onset cancer types with increasing incidence. Table S4 Incidence trends of early-onset and later-onset digestive, urinary, reproductive, respiratory, endocrine, nervous, hematopoietic, integumentary, and oral and upper aerodigestive tract system cancers among males by country in 2000 – 2017. Table S5 Incidence and mortality trends of early-onset digestive, urinary, reproductive, respiratory, endocrine, nervous, hematopoietic, integumentary system, and oral and upper aerodigestive tract system cancers among females by country in 2000 – 2017. Table S6 Incidence and mortality trends of early-onset digestive, urinary, reproductive, respiratory, endocrine, nervous, lymphatic and hematopoietic, integumentary, and oral and upper aerodigestive tract system cancers among males by country in 2000 – 2017. Table S7 Mortality trends of early-onset cancers from 2000 to 2023 (or 2021/2022 depending on data availability).
DOI: 10.15468/dl.7txxyu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyphessobrycon megalopterus",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034754-251025141854904/datasets/export for details.
DOI: 10.6084/m9.figshare.30626588
title: Additional file 1 of Exploratory development of biomarkers for neurobehavioral performance impairment during sleep loss: comparison across multiple types of sleep deprivation

description: Additional file 1: Table S1A. Schedule for CT participants, indicating TIB sleep opportunities, 45-minute periods for neurobehavioral performance test batteries, meals, and whole blood collection into PAXgene® RNA blood tubes. Practice assays and ad lib meals on acclimation days 1-2 are not shown. Times are Relative Clock Hours. Table S1B. Schedule for DR participants, indicating TIB sleep opportunities, 45-minute periods for neurobehavioral performance test batteries, meals, and whole blood collection into PAXgene® RNA blood tubes. Practice assays and ad lib meals on acclimation days 1-2 are not shown. Times are Relative Clock Hours. Table S1C. Schedule for NR participants, indicating TIB sleep opportunities, 45-minute periods for neurobehavioral performance test batteries, meals, and whole blood collection into PAXgene® RNA blood tubes. Practice assays and ad lib meals on acclimation days 1-2 are not shown. Times are Relative Clock Hours. Table S1D. Schedule for TD participants, indicating TIB sleep opportunities, 45-minute periods for neurobehavioral performance test batteries, meals, and whole blood collection into PAXgene® RNA blood tubes. Practice assays and ad lib meals on acclimation days 1-2 are not shown. Times are Relative Clock Hours