cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17615502
title: Underwater images collected by a Kite surf in Le-Morne-Passe-Saint-Jacques, Mauritius - 2019-03-24

description: This dataset was collected by a Kite surf in Le-Morne-Passe-Saint-Jacques, Mauritius - 2019-03-24. 

            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.4g797s
title: Occurrence Download

description: A dataset containing 2153148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (EOD – eBird Observation Dataset, iNaturalist Research-grade Observations, Observation.org, Nature data from around the World)",
 "OccurrenceStatus is Present",
 "TaxonKey is Tringa flavipes"
 ]
}

 The dataset includes 2153148 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035097-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c8zcnh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Micropterus dolomieu",
 "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/0035127-251025141854904/datasets/export for details.
DOI: 10.15468/dl.ra5u9b
title: Occurrence Download

description: A dataset containing 28055662 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leucaena leucocephala, Cassia occidentalis, Kyllinga, Brachiaria subquadripara, Erechtites hieracifolia, Dissotis rotundifolia, Raillietiella indica, Costus speciosus, Acacia farnesiana, Lutzomyia verrucarum, Citrostichus phyllocnistoides, Radix labiata, Baccharis spicata, Achyranthes japonica, Morus australis, Balanus improvisus, Cyanobacteriales, Elytrigia repens, Poaceae, Phalacroloma annuum)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 28055662 records from 6692 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035103-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.snxg96
title: Occurrence Download

description: A dataset containing 36448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36448 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016301-250525065834625/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.28588472.v1
title: Dataframe with survey results - intensity tools

description: A xlsx sheet with results from a survey on intensity tool use.
DOI: 10.6084/m9.figshare.28588472
title: Dataframe with survey results - intensity tools

description: A xlsx sheet with results from a survey on intensity tool use.
DOI: 10.15468/dl.7hpk6p
title: Occurrence Download

description: A dataset containing 1336 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nassarius festivus"
 ]
}

 The dataset includes 1336 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049634-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11199070
title: Dataset: Drone orthomosaics for remote detection of Pacific oysters (Kingsbridge Estuary, UK)

description: A field campaign was carried out at two distinctive intertidal cases at Kingsbridge Estuary, UK. Drone images were collected around low tide on each site of the estuary selected by the high number of Pacific oysters reported and their very different characteristic landscapes of mudflats and rocky shore. Drone images were collected using a DJI Phantom4 Pro v2.0 in a pre-planned grid mission using the ”DJI GS Pro” mission planner software. Photos were acquired at 10 m altitude (resulting in a pixel size of ∼0.3 px/cm) with a front overlap ratio of 80% and a side overlap of 70%. 

The two sites included in this work are:• Site A: Collapit Creek mudflats. An area of approximately 1.67 ha intertidal mudflat was surveyed on 13th May 2022 (lat, lon = 50.259245, -3.771041).• Site B: Scoble Point rocky shore. The intertidal region that follows the shoreline for approximately 250 m was surveyed on 16th May 2022, Figure 3 (50.240164, -3.755421).
DOI: 10.5281/zenodo.11199071
title: Dataset: Drone orthomosaics for remote detection of Pacific oysters (Kingsbridge Estuary, UK)

description: A field campaign was carried out at two distinctive intertidal cases at Kingsbridge Estuary, UK. Drone images were collected around low tide on each site of the estuary selected by the high number of Pacific oysters reported and their very different characteristic landscapes of mudflats and rocky shore. Drone images were collected using a DJI Phantom4 Pro v2.0 in a pre-planned grid mission using the ”DJI GS Pro” mission planner software. Photos were acquired at 10 m altitude (resulting in a pixel size of ∼0.3 px/cm) with a front overlap ratio of 80% and a side overlap of 70%. 

The two sites included in this work are:• Site A: Collapit Creek mudflats. An area of approximately 1.67 ha intertidal mudflat was surveyed on 13th May 2022 (lat, lon = 50.259245, -3.771041).• Site B: Scoble Point rocky shore. The intertidal region that follows the shoreline for approximately 250 m was surveyed on 16th May 2022, Figure 3 (50.240164, -3.755421).
DOI: 10.15468/dl.a52aek
title: Occurrence Download

description: A dataset containing 773 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Leopardus geoffroyi"
 ]
}

 The dataset includes 773 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002491-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.99au9q
title: Occurrence Download

description: A dataset containing 785 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((99.4831 -66.84962,101.68852 -66.84962,101.68852 -65.30181,99.4831 -65.30181,99.4831 -66.84962))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 785 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002490-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9rmusy
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-53.28935 -24.83508,-53.27906 -24.8228,-53.2718 -24.79058,-53.27725 -24.77355,-53.26877 -24.7653,-53.25424 -24.75596,-53.23427 -24.74057,-53.22398 -24.71143,-53.2155 -24.69603,-53.20764 -24.68668,-53.20643 -24.67733,-53.204 -24.66523,-53.19371 -24.64542,-53.18766 -24.61351,-53.18887 -24.6014,-53.17858 -24.5959,-53.14711 -24.5904,-53.13016 -24.58434,-53.11079 -24.56728,-53.12411 -24.56287,-53.13197 -24.54471,-53.13984 -24.55021,-53.14771 -24.55627,-53.16163 -24.56508,-53.17919 -24.56728,-53.19977 -24.57223,-53.21308 -24.57664,-53.22035 -24.58489,-53.22216 -24.6014,-53.21914 -24.61131,-53.22458 -24.62342,-53.22822 -24.63222,-53.23427 -24.65148,-53.2379 -24.67183,-53.24516 -24.68173,-53.24819 -24.69218,-53.25182 -24.70428,-53.25848 -24.71747,-53.2724 -24.72627,-53.29177 -24.74386,-53.3063 -24.75376,-53.30751 -24.7653,-53.30388 -24.78069,-53.30146 -24.79388,-53.30569 -24.81036,-53.30993 -24.82849,-53.28935 -24.83508))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 62 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002497-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9dux5
title: Occurrence Download

description: A dataset containing 393 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Country is Russian Federation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Otocolobus manul"
 ]
}

 The dataset includes 393 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002493-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mjhcda
title: Occurrence Download

description: A dataset containing 223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinella marina",
 "HasCoordinate is true",
 "Country is Dominican Republic"
 ]
}

 The dataset includes 223 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002494-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tpy97m
title: Occurrence Download

description: A dataset containing 398 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinella marina",
 "HasCoordinate is true",
 "Country is Fiji"
 ]
}

 The dataset includes 398 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002496-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s38vyx
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinella marina",
 "HasCoordinate is true",
 "Country is Micronesia (Federated States of)"
 ]
}

 The dataset includes 72 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002495-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dugy2u
title: Occurrence Download

description: A dataset containing 0 records in GBIF matching the query:
SELECT
 "phylum","class","order",
 COUNT(DISTINCT "taxonkey") AS "is_new_taxon",
 COUNT(*) AS "n_observations"
FROM occurrence
WHERE
 "year" &gt;= 2025 AND "decimallatitude" &gt; 41.9 AND "decimallatitude" &lt;= 41.905 AND "decimallongitude" &gt; -70.6 AND "decimallongitude" &lt;= -70.595
GROUP BY "phylum","class","order"


 The dataset's 0 records were derived from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002465-260129131611470/datasets/export for details.
DOI: 10.5281/zenodo.18430185
title: Zambia Maize Leaf Dataset

description: The Zambia Maize Leaf Dataset is a collection of carefully selected and annotated photos created for the purpose of detecting maize leaf disease in the field. The dataset, which is divided into four classes, Maize Streak Virus (MSV), Gray Leaf Spot, Northern Leaf Blight, and Healthy Leaves, consisting of 19,990 RGB photos that were gathered from Zambian maize fields. To enable direct use in YOLO-based training pipelines, a relevant YAML configuration file is supplied. All photos are tagged using bounding boxes in accordance with the YOLO annotation protocol. The dataset is appropriate for assessing model resilience in actual agricultural settings because it reflects natural fluctuations in illumination, background clutter, and disease severity.
DOI: 10.5281/zenodo.18430184
title: Zambia Maize Leaf Dataset

description: The Zambia Maize Leaf Dataset is a collection of carefully selected and annotated photos created for the purpose of detecting maize leaf disease in the field. The dataset, which is divided into four classes, Maize Streak Virus (MSV), Gray Leaf Spot, Northern Leaf Blight, and Healthy Leaves, consisting of 19,990 RGB photos that were gathered from Zambian maize fields. To enable direct use in YOLO-based training pipelines, a relevant YAML configuration file is supplied. All photos are tagged using bounding boxes in accordance with the YOLO annotation protocol. The dataset is appropriate for assessing model resilience in actual agricultural settings because it reflects natural fluctuations in illumination, background clutter, and disease severity.
DOI: 10.15468/dl.dg3fny
title: Occurrence Download

description: A dataset containing 2769 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "DatasetKey is iNaturalist Research-grade Observations",
 "MediaType is Image",
 "TaxonKey is Ixodes ricinus"
 ]
}

 The dataset includes 2769 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002499-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fn8ndt
title: Occurrence Download

description: A dataset containing 17481 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Junonia grisea",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 17481 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002498-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xnursr
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinella marina",
 "HasCoordinate is true",
 "Country is Grenada"
 ]
}

 The dataset includes 37 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002500-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.erwkuv
title: Occurrence Download

description: A dataset listing the 47 species recorded in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Eirenis"
 ]
}

 The dataset's 47 records were derived from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002464-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yjqnzk
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Country is Mongolia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Otocolobus manul"
 ]
}

 The dataset includes 87 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002501-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vrdxne
title: Occurrence Download

description: A dataset containing 773 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Leopardus geoffroyi"
 ]
}

 The dataset includes 773 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002502-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m8dr67
title: Occurrence Download

description: A dataset containing 393 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Country is Russian Federation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Otocolobus manul"
 ]
}

 The dataset includes 393 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002503-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5td9nn78
title: MassIVE MSV000100671 - Proteomic Atlas of Bacteroides vulgatus under HNP stress- Surfome
title: Label-based proteomic profiling of Bacteroides vulgatus (Phocaeicola vulgatus) liquid culture surfome collected from whole cell lysates. Peptides extracted from whole-cell lysates collected 6 hours post-challenge with HNPs exposed to trypsin digestion and removed of cell mass, were TMT-labeled using a 16-plex method. Bacteroides vulgatus liquid cultures were challenged with vehicle, 0.5, 2, or 5 ugmL-1 of HNPs (n=4/group). Samples were subsequently plexed and fractioned to generate 12 total fractions. Spectral results are of representative fraction sets per plex.
DOI: 10.15468/dl.4s9yn4
title: Occurrence Download

description: A dataset containing 195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Occurrence evidence)",
 "Continent is South America",
 "OccurrenceStatus is Present",
 "TaxonKey is Dendropsophus microps",
 "Year 2000-2020"
 ]
}

 The dataset includes 195 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002504-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jzqdpn
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinella marina",
 "HasCoordinate is true",
 "Country is Haiti"
 ]
}

 The dataset includes 66 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002505-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/ztvwea
title: Replication Data for: A compilation of elastic anisotropy measurements from metamorphic rocks

description: This data set comprises 3 spreadsheets (with multiple tabs) containing data described and discussed in Nik Christensen's posthumously submitted (and soon to be published) article "A compilation of elastic anisotropy measurements form metamorphic rocks" in Seismica. That contribution summarizes a detailed experimental investigation of the anisotropic properties of metamorphic rocks carried
out to hydrostatic pressures of 1GPa. Each measurement averages the orientations and correct elastic properties of hundreds of thousands of grains, as well as takes into account the important effects of grain shape and grain boundaries on velocities. Common metamorphic rocks, including slates, pyllites, quartz mica schists, blueschists, marbles and dunites are typically well characterized by axial symmetry. Rocks with well developed foliations and lineations are better characterized by orthorhombic symmetry.
DOI: 10.15468/dl.c2s4aj
title: Occurrence Download

description: A dataset containing 785 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((99.4831 -66.84962,101.68852 -66.84962,101.68852 -65.30181,99.4831 -65.30181,99.4831 -66.84962))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 785 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002508-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.