cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17615122
title: Underwater images collected by a Kite surf in Le-Morne-La-Pointe, Mauritius - 2019-02-16

description: This dataset was collected by a Kite surf in Le-Morne-La-Pointe, Mauritius - 2019-02-16. 

            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.6gvph7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Luxilus cornutus",
 "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/0034975-251025141854904/datasets/export for details.
DOI: 10.15468/dl.6ksp7p
title: Occurrence Download

description: A dataset containing 191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Geometry POLYGON((93 31, 95 31, 95 32, 93 32, 93 31))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 191 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034976-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mzavca
title: Occurrence Download

description: A dataset containing 4789 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-110.2188 24.14913, -110.0688 24.14913, -110.0688 24.29913, -110.2188 24.29913, -110.2188 24.14913))"
 ]
}

 The dataset includes 4789 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034977-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nsyzgn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Luxilus zonistius",
 "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/0034978-251025141854904/datasets/export for details.
DOI: 10.15468/dl.4efhqf
title: Occurrence Download

description: A dataset containing 737 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-110.0688 24.14913, -109.9188 24.14913, -109.9188 24.29913, -110.0688 24.29913, -110.0688 24.14913))"
 ]
}

 The dataset includes 737 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034979-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7re4yn
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Geometry POLYGON((85 32, 87 32, 87 33, 85 33, 85 32))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034980-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wpctks
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lythrurus ardens",
 "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/0034981-251025141854904/datasets/export for details.
DOI: 10.5281/zenodo.17303681
title: Dataset related to the article "Reduction of bacterial colonization on buckling-induced wrinkled surfaces under fluid shear".
DOI: 10.5281/zenodo.17303682
title: Dataset related to the article "Reduction of bacterial colonization on buckling-induced wrinkled surfaces under fluid shear".
DOI: 10.15468/dl.bzcv69
title: Occurrence Download

description: A dataset containing 6542 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-109.9188 24.14913, -109.7688 24.14913, -109.7688 24.29913, -109.9188 24.29913, -109.9188 24.14913))"
 ]
}

 The dataset includes 6542 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034982-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.26jk2b
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lythrurus atrapiculus",
 "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/0034983-251025141854904/datasets/export for details.
DOI: 10.15468/dl.jyb9yb
title: Occurrence Download

description: A dataset containing 3562348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plantae, Undaria pinnatifida, Lindavia intermedia)",
 "Country is New Zealand",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 0",
 "DecimalLongitude is greater than or equal to -180",
 "DecimalLatitude is greater than or equal to -90",
 {
 "not" : {
 "or" : [
 "Issue is Zero coordinate",
 "Issue is Coordinate out of range",
 "Issue is Country coordinate mismatch"
 ]
 }
 }
 ]
}

 The dataset includes 3562348 records from 298 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034967-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j795np
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Geometry POLYGON((87 32, 89 32, 89 33, 87 33, 87 32))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034984-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pj4ckp
title: Occurrence Download

description: A dataset containing 1832 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caylusea hexagyna"
 ]
}

 The dataset includes 1832 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034985-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvjxu3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lythrurus fasciolaris",
 "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/0034987-251025141854904/datasets/export for details.
DOI: 10.15468/dl.vjfmwc
title: Occurrence Download

description: A dataset containing 359 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-109.7688 24.14913, -109.6188 24.14913, -109.6188 24.29913, -109.7688 24.29913, -109.7688 24.14913))"
 ]
}

 The dataset includes 359 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034986-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a9b6uh
title: Occurrence Download

description: A dataset containing 8678 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((118.33 37.35,119.2 37.35,119.2 38.12,118.33 38.12,118.33 37.35))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2005-2025"
 ]
}

 The dataset includes 8678 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034988-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xk3nmw
title: Occurrence Download

description: A dataset containing 206 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prunus mira"
 ]
}

 The dataset includes 206 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034989-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7egfq5
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Geometry POLYGON((89 32, 91 32, 91 33, 89 33, 89 32))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034990-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.16343.53920
title: India's BESS Sector Comes of Age: From Pilots to Full-Scale Commercialization
DOI: 10.15468/dl.mf5jrs
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-109.6188 24.14913, -109.4688 24.14913, -109.4688 24.29913, -109.6188 24.29913, -109.6188 24.14913))"
 ]
}

 The dataset includes 93 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034991-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17606853
title: Data for study of divergent microbial strategies under topographically decoupled disturbances linking contrasting soil carbon fates following tree mortality

description: This deposit provides the curated soil, microbial and genomic trait datasets used to reproduce the analyses in the study on topographically decoupled tree mortality disturbances, microbial strategies and soil organic carbon (SOC) dynamics in a subtropical forest. Files include soil physicochemical properties, bacterial and fungal amplicon feature tables (16S, ITS), metagenomic gene count tables and functional annotations for carbon-degrading and terminal-electron-acceptor utilization genes, genome-derived gene copy number variation matrices for bacterial and fungal taxa, and derived community and model outputs (e.g. microbial composition summaries and XGBoost cross-validation results). These tables correspond to the input data required by the R scripts in the companion code repository (https://github.com/zhangdx2025/tree-mortality-soil-carbon) and allow regeneration of the numerical results and figures in the associated manuscript. Raw sequencing reads are not included here; their access information is provided in the article.
DOI: 10.5281/zenodo.17606854
title: Data for study of divergent microbial strategies under topographically decoupled disturbances linking contrasting soil carbon fates following tree mortality

description: This deposit provides the curated soil, microbial and genomic trait datasets used to reproduce the analyses in the study on topographically decoupled tree mortality disturbances, microbial strategies and soil organic carbon (SOC) dynamics in a subtropical forest. Files include soil physicochemical properties, bacterial and fungal amplicon feature tables (16S, ITS), metagenomic gene count tables and functional annotations for carbon-degrading and terminal-electron-acceptor utilization genes, genome-derived gene copy number variation matrices for bacterial and fungal taxa, and derived community and model outputs (e.g. microbial composition summaries and XGBoost cross-validation results). These tables correspond to the input data required by the R scripts in the companion code repository (https://github.com/zhangdx2025/tree-mortality-soil-carbon) and allow regeneration of the numerical results and figures in the associated manuscript. Raw sequencing reads are not included here; their access information is provided in the article.
DOI: 10.15468/dl.snyj54
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lythrurus matutinus",
 "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/0034992-251025141854904/datasets/export for details.
DOI: 10.15468/dl.bm563x
title: Occurrence Download

description: A dataset containing 203 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-109.4688 24.14913, -109.3188 24.14913, -109.3188 24.29913, -109.4688 24.29913, -109.4688 24.14913))"
 ]
}

 The dataset includes 203 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034993-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pqxpv2
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Geometry POLYGON((91 32, 93 32, 93 33, 91 33, 91 32))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 113 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034994-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4nwhu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Maccullochella peelii",
 "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/0034995-251025141854904/datasets/export for details.
DOI: 10.5281/zenodo.17615271
title: Questionnaire about perceived green leadership and its influence on sustainable career intentions among Peruvian university students
DOI: 10.5281/zenodo.17615272
title: Questionnaire about perceived green leadership and its influence on sustainable career intentions among Peruvian university students
DOI: 10.15468/dl.k8mjve
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-109.3188 24.14913, -109.1688 24.14913, -109.1688 24.29913, -109.3188 24.29913, -109.3188 24.14913))"
 ]
}

 The dataset includes 36 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034996-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25505/fiz.icsd.cc2md1y1
title: CSD 2424663: Experimental Crystal Structure Determination

description: Related Article: Zachary J. L. Bare, CJ Sturgill, Manish Kumar, Iva Milisavljevic, Hans-Conrad zur Loye, Scott Misture, Morgan Stefik, Christopher Sutton|2025|Chem.Mater.|||doi:10.1021/acs.chemmater.5c01273
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.t48egc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Macquaria ambigua",
 "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/0034997-251025141854904/datasets/export for details.
DOI: 10.15468/dl.5xpkub
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Geometry POLYGON((93 32, 95 32, 95 33, 93 33, 93 32))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 102 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034998-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8y7z2c
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-109.1688 24.14913, -109.0188 24.14913, -109.0188 24.29913, -109.1688 24.29913, -109.1688 24.14913))"
 ]
}

 The dataset includes 13 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034999-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.be5wzq
title: Occurrence Download

description: A dataset containing 5257 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84, Continent derived from coordinates)",
 "TaxonKey is Cnaphalocrocis"
 ]
}

 The dataset includes 5257 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035000-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fyukxc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Macquaria colonorum",
 "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/0035001-251025141854904/datasets/export for details.
DOI: 10.15468/dl.amuz44
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Geometry POLYGON((85 33, 87 33, 87 35, 85 35, 85 33))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035003-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v3rd59
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-109.0188 24.14913, -108.8688 24.14913, -108.8688 24.29913, -109.0188 24.29913, -109.0188 24.14913))"
 ]
}

 The dataset includes 26 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035002-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j6qs2a
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Macquaria novemaculeata",
 "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/0035004-251025141854904/datasets/export for details.
DOI: 10.6084/m9.figshare.30626969
title: Regionally distinct threats from polycyclic aromatic hydrocarbons in global reservoirs

description: The compiled dataset included data for 1,154 samples from 144 reservoirs in 100 cities covering five continents.
DOI: 10.6084/m9.figshare.30626969.v1
title: Regionally distinct threats from polycyclic aromatic hydrocarbons in global reservoirs

description: The compiled dataset included data for 1,154 samples from 144 reservoirs in 100 cities covering five continents.