cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17616936
title: Underwater images collected by  Scuba diving in Nosy-Velomitahy, Madagascar - 2023-05-03

description: This dataset was collected by  Scuba diving in Nosy-Velomitahy, Madagascar - 2023-05-03. 

            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: 10.5281/zenodo.17616904
title: RPS10-Mediated Ribosomal Dysregulation in Naive B Cells Drives the Recurrence of Pediatric Adenoid Hypertrophy

description: The single-cell RNA sequencing and spatial transcriptomics data generated during the current study are available in the Zenodo repository: [10.5281/zenodo.17616905]. The data are under restricted access due to privacy considerations. Access can be requested by clicking the "Request Access" button on the Zenodo record page, and approvals will be granted at the discretion of the corresponding author.
DOI: 10.5281/zenodo.17616905
title: RPS10-Mediated Ribosomal Dysregulation in Naive B Cells Drives the Recurrence of Pediatric Adenoid Hypertrophy

description: The single-cell RNA sequencing and spatial transcriptomics data generated during the current study are available in the Zenodo repository: [10.5281/zenodo.17616905]. The data are under restricted access due to privacy considerations. Access can be requested by clicking the "Request Access" button on the Zenodo record page, and approvals will be granted at the discretion of the corresponding author.
DOI: 10.15468/dl.f7ch77
title: Occurrence Download

description: A dataset containing 350 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-108.5688 24.89913, -108.4188 24.89913, -108.4188 25.04913, -108.5688 25.04913, -108.5688 24.89913))"
 ]
}

 The dataset includes 350 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035376-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yfsawc
title: Occurrence Download

description: A dataset containing 4778 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material citation, Occurrence evidence)",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Panthera tigris"
 ]
}

 The dataset includes 4778 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035375-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9nth34
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Notropis chrosomus",
 "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/0035377-251025141854904/datasets/export for details.
DOI: 10.15468/dl.x967kr
title: Occurrence Download

description: A dataset containing 5757891 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Month is one of (April, May, June, July, August, September)",
 "OccurrenceStatus is Present",
 "TaxonKey is Cathartes aura",
 "Year 2020-2025"
 ]
}

 The dataset includes 5757891 records from 179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035350-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xa2uew
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-108.4188 24.89913, -108.2688 24.89913, -108.2688 25.04913, -108.4188 25.04913, -108.4188 24.89913))"
 ]
}

 The dataset includes 63 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035378-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ktzcmu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Notropis dorsalis",
 "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/0035379-251025141854904/datasets/export for details.
DOI: 10.15468/dl.7hcsbg
title: Occurrence Download

description: A dataset containing 166 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-108.2688 24.89913, -108.1188 24.89913, -108.1188 25.04913, -108.2688 25.04913, -108.2688 24.89913))"
 ]
}

 The dataset includes 166 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035380-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zgsebb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Notropis girardi",
 "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/0035381-251025141854904/datasets/export for details.
DOI: 10.15468/dl.m9cex5
title: Occurrence Download

description: A dataset containing 504 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-108.1188 24.89913, -107.9688 24.89913, -107.9688 25.04913, -108.1188 25.04913, -108.1188 24.89913))"
 ]
}

 The dataset includes 504 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035382-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.phwgdk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Notropis harperi",
 "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/0035384-251025141854904/datasets/export for details.
DOI: 10.15468/dl.uytjs5
title: Occurrence Download

description: A dataset containing 1256 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-110.9688 25.04913, -110.8188 25.04913, -110.8188 25.19913, -110.9688 25.19913, -110.9688 25.04913))"
 ]
}

 The dataset includes 1256 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035385-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ver9na
title: Occurrence Download

description: A dataset containing 320564 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ponticola kessleri, Xanthium, Pseudodiaptomus trihamatus, Scaptodrosophila latifasciaeformis, Macrobrachium rosenbergii, Litopenaeus vannamei, Serrasalmus marginatus, Hypophthalmichthys molitrix, Micropterus salmoides, Cichla kelberi, Cichla piquiti, Geophagus proximus, Butis koilomatodon, Plagioscion squamosissimus, Clarias gariepinus, Ictalurus punctatus, Parotocinclus maculicauda, Pseudoplatystoma fasciatum, Mustela putorius, Trachemys dorbigni)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 320564 records from 1575 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035371-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16910461
title: Dataset: FAMIPASS study (first wave)

description: Dataset: FAMIPASS study (first wave)
DOI: 10.15468/dl.z227gr
title: Occurrence Download

description: A dataset containing 2412 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Discoglossus sardus"
 ]
}

 The dataset includes 2412 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010058-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqbvy5
title: Occurrence Download

description: A dataset containing 2922 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Logfia gallica",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2922 records from 172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010059-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.23704.25607
title: MY THOUGHT Perioperative-Mind And Iatrophobia-Spectrum
DOI: 10.15468/dl.8ax6gb
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lonas annua",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 40 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010061-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wn3d44
title: Occurrence Download

description: A dataset containing 191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Zimbabwe",
 "TaxonKey is one of (Lissotis melanogaster, Lophotis ruficrista, Sagittarius serpentarius, Struthio camelus, Balearica regulorum, Ardeotis kori)",
 "Year 1987-1991"
 ]
}

 The dataset includes 191 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010062-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x49dey
title: Occurrence Download

description: A dataset containing 16713 records in GBIF matching the query:
SELECT
 '361' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 28.773895969281842
 AND decimalLatitude &lt;= 33.06103686093294
 AND decimalLongitude &gt;= 113.67301865001613
 AND decimalLongitude &lt;= 122.45456395408395
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 16713 records were derived from 210 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010053-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eb83cs
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Türkiye",
 "OccurrenceStatus is Present",
 "TaxonKey is Aethionema carneum"
 ]
}

 The dataset includes 40 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010063-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gabgx3
title: Occurrence Download

description: A dataset containing 346 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Speleomantes imperialis"
 ]
}

 The dataset includes 346 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010064-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18363867
title: CH4 & DIC concentrations & δ13C from porewater at Stordalen Mire, July 2023

description: Concentrations and δ13C values of dissolved CH4 and DIC (measured as CO2 in acidified samples), analyzed by gas chromatography and isotope ratio mass spectrometry (IRMS), in porewater from Stordalen Mire, northern Sweden. 

Final results are in the "Summary" tab of this file, with columns ending in "__" standardized for the EMERGE Database.
DOI: 10.5281/zenodo.18363866
title: CH4 & DIC concentrations & δ13C from porewater at Stordalen Mire, July 2023

description: Concentrations and δ13C values of dissolved CH4 and DIC (measured as CO2 in acidified samples), analyzed by gas chromatography and isotope ratio mass spectrometry (IRMS), in porewater from Stordalen Mire, northern Sweden. 

Final results are in the "Summary" tab of this file, with columns ending in "__" standardized for the EMERGE Database.
DOI: 10.15468/dl.qj4fgp
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lopholaena disticha",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 84 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010065-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywnddf
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Speleomantes flavus"
 ]
}

 The dataset includes 158 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010067-260120142942310/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/14608006
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.aq7qja
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lophopappus cuneatus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010068-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5dub8c
title: Occurrence Download

description: A dataset containing 614 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Speleomantes genei"
 ]
}

 The dataset includes 614 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010069-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wp7u6r
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lordhowea insularis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 55 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010070-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vue6h7
title: Occurrence Download

description: A dataset containing 409207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.30_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 409207 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010048-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.szkdyj
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Natrix helvetica cetti"
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010071-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.af64wz
title: Occurrence Download

description: A dataset containing 151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Loricaria ilinissae",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 151 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010072-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.46dk3z
title: Occurrence Download

description: A dataset containing 74286 records in GBIF matching the query:
SELECT
 '362' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 33.06103686093294
 AND decimalLatitude &lt;= 37.42857426825602
 AND decimalLongitude &gt;= -126.64106794692027
 AND decimalLongitude &lt;= -116.8884474107165
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 74286 records were derived from 364 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010066-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.epse56
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is A new record of an armored searobin, Paraheminodus kamoharai (Actinopterygii: Perciformes: Triglidae), from Taiwan, with a checklist of peristediines (Peristediinae) from Taiwan"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010073-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pyz5a8
title: Occurrence Download

description: A dataset containing 504 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Loricaria thuyoides",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 504 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010074-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jbcfmy
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lucilia kunthiana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 52 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010075-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.