cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17538527
title: Underwater images collected by a Kite surf in Riambel, Mauritius - 2018-05-26

description: This dataset was collected by a Kite surf in Riambel, Mauritius - 2018-05-26. 

            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.

            

            
 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.ffnmrk
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Bos taurus taurus"
 ]
}

 The dataset includes 74 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019113-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.96z3bp
title: Occurrence Download

description: A dataset containing 71992 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Leucadendron arcuatum, Austrostipa curticoma, Aldama gentryi, Echeandia flavescens, Astragalus boreoafricanus, Pseudoscabiosa saxatilis, Lysimachia collina, Pelargonium peltatum, Lythrum volgense, Dinebra panicoides, Alectryon tomentosus, Lomelosia bicolor, Koeleria johnstonii, Gahnia filum, Caladenia cretacea, Hyoscyamus desertorum, Ayenia sidifolia, Gonocytisus angulatus, Rhodanthe forrestii, Camissoniopsis guadalupensis, Koeleria preslii, Gahnia drummondii, Pelargonium theianthum, Taeniopetalum obtusifolium, Lomelosia cosmoides, Camissoniopsis pallida, Piptochaetium panicoides, Piptatherum holciforme, Boechera rectissima, Acronychia oblongifolia, Amphilophium paniculatum, Boechera dispar, Carruanthus ringens, Jacquemontia pannosa, Danthoniopsis barbata, Seringia exastia, Chamaecrista capensis, Ficinia polystachya, Chamaecrista nomame, Melaleuca quinquenervia, Sidalcea malviflora, Pycnocycla flabellifolia, Melaleuca asterocarpa, Carthamus hispanicus, Cyphostemma ternatum, Scorzoneroides lannesii, Bolboschoenus planiculmis, Viola ilvensis, Phacelia brachyloba, Lagunaria patersonia, Syncarpha speciosissima, Delosperma brunnthaleri, Gymnosporia elliptica, Crambella teretifolia, Colchicum manissadjianii, Greeneocharis circumscissa, Delosperma badspoortense, Euphrasia caudata, Davallia chaerophylloides, Phymaspermum villosum, Achillea virescens, Zelkova carpinifolia, Nicotiana benthamiana, Microloma sagittatum, Symphytum creticum, Armeria salmantica, Anisodontea fruticosa, Cistanthe amarantoides, Diplacus torreyi, Bolusafra bituminosa, Gonocarpus simplex, Diplacus pulchellus, Miersia humilis, Chrysojasminum odoratissimum, Prunus brachypetala, Rhinephyllum graniforme, Lonchocarpus schiedeanus, Myrovernix intricata, Berkheya purpurea, Goodenia affinis, Staphisagria requienii, Sedum grisebachii, Geissorhiza spiralis, Lastreopsis marginans, Bunium chabertii, Myrovernix scaber, Meyerophytum meyeri, Neolaria ferresii, Hornungia procumbens, Bunchosia canescens, Glyceria striata, Grusonia pulchella, Epidendrum longicaule, Bunium balearicum, Bellevalia longistyla, Archanthemis marschalliana, Keetia gueinzii, Monanthes minima, Drimia cyanelloides)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 71992 records from 865 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019107-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b8s7d7
title: Occurrence Download

description: A dataset containing 439 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abronia taeniata"
 ]
}

 The dataset includes 439 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019114-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48610/61f4330
title: PyroTagger source code

description: zip file of the source code for PyroTagger: A fast, accurate pipeline for analysis of rRNA amplicon pyrosequence data
DOI: 10.15468/dl.jcpjyz
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Monochamus nitens, Monochamus nitens)"
 ]
}

 The dataset includes 34 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019115-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3fmaee
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inland fishes of the Arabian Peninsula: Review and a revised checklist"
 ]
}

 The dataset includes 53 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019116-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60893/figshare.apl.30427567
title: Supplement Number 1

description: Longer and more detailed description of this file
DOI: 10.60893/figshare.apl.30427567.v1
title: Supplement Number 1

description: Longer and more detailed description of this file
DOI: 10.15468/dl.vrb2ue
title: Occurrence Download

description: A dataset listing the 185 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-79.53947 43.56458,-79.24579 43.6085,-79.26623 43.84115,-79.62524 43.74151,-79.53947 43.56458))",
 "HasGeospatialIssue is false",
 "Month is May",
 "TaxonKey is Aves",
 "Year is 2022"
 ]
}

 The dataset's 185 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019111-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vns4tv
title: Occurrence Download

description: A dataset containing 56007624 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (EN, VU, NT, LC, CR, EW, DD)",
 "OccurrenceStatus is Present",
 "Year 1990-2025"
 ]
}

 The dataset includes 56007624 records from 285 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019101-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60893/figshare.jap.30399970
title: Supplement Number 1

description: This file contains tables and figures
DOI: 10.60893/figshare.jap.30399970.v1
title: Supplement Number 1

description: This file contains tables and figures
DOI: 10.5067/grgac-20g02
title: GRACE NON-TIDAL ATMOSPHERE AND OCEAN GEOPOTENTIAL COEFFICIENTS GFZ RELEASE 2.0 GAC
DOI: 10.5067/grgac-20g01
title: GRACE NON-TIDAL ATMOSPHERE AND OCEAN GEOPOTENTIAL COEFFICIENTS GFZ RELEASE 1.0 GAC
DOI: 10.5281/zenodo.17320048
title: Database of structural  vegetation metrics in burned areas of Aragón (1968–2020)

description: This database compiles metrics describing the three-dimensional structure of vegetation in burned areas of Aragón since 1968 (wildfires > 100 ha). These structural metrics provide essential information on vegetation height, variability, and vertical distribution, supporting analyses of postfire regeneration, biodiversity, and forest ecosystem resilience. All metrics were derived from the processing and analysis of LiDAR data from the second national coverage of the PNOA-LiDAR (Spanish National Aerial Orthophotography Plan). The content constitutes a derivative work of LiDAR-PNOA-cob2 2015, available at https://scne.es and published under the CC BY 4.0 license.License: https://creativecommons.org/licenses/by/4.0/
DOI: 10.5281/zenodo.17320047
title: Database of structural  vegetation metrics in burned areas of Aragón (1968–2020)

description: This database compiles metrics describing the three-dimensional structure of vegetation in burned areas of Aragón since 1968 (wildfires > 100 ha). These structural metrics provide essential information on vegetation height, variability, and vertical distribution, supporting analyses of postfire regeneration, biodiversity, and forest ecosystem resilience. All metrics were derived from the processing and analysis of LiDAR data from the second national coverage of the PNOA-LiDAR (Spanish National Aerial Orthophotography Plan). The content constitutes a derivative work of LiDAR-PNOA-cob2 2015, available at https://scne.es and published under the CC BY 4.0 license.License: https://creativecommons.org/licenses/by/4.0/
DOI: 10.60893/figshare.jcp.30383905
title: Supplementary Material

description: Unique Supplementary Materials pdf file containing additional figures and tables.
DOI: 10.60893/figshare.jcp.30383905.v1
title: Supplementary Material

description: Unique Supplementary Materials pdf file containing additional figures and tables.
DOI: 10.5281/zenodo.17310032
title: Phenological Variables derived from MODIS processed with TIMESAT v3.3 for Burned Areas in Aragón (2002–2023)

description: This dataset consists of 20 CSV files, each representing a different phenological or biophysical variable derived from NDVI (MODIS).The data were processed using TIMESAT v3.3 (Jönsson & Eklundh, Lund University, 2004–2022) to extract annual phenological and biophysical metrics for wildfire areas larger than 100 ha in Aragón (Spain) between 2002 and 2023. Each file contains the same polygon-level attributes, followed by the variable values for each year.The dataset enables analysis of vegetation dynamics, post-fire regeneration, and ecological resilience in Mediterranean forest ecosystems.
DOI: 10.5281/zenodo.17310031
title: Phenological Variables derived from MODIS processed with TIMESAT v3.3 for Burned Areas in Aragón (2002–2023)

description: This dataset consists of 20 CSV files, each representing a different phenological or biophysical variable derived from NDVI (MODIS).The data were processed using TIMESAT v3.3 (Jönsson & Eklundh, Lund University, 2004–2022) to extract annual phenological and biophysical metrics for wildfire areas larger than 100 ha in Aragón (Spain) between 2002 and 2023. Each file contains the same polygon-level attributes, followed by the variable values for each year.The dataset enables analysis of vegetation dynamics, post-fire regeneration, and ecological resilience in Mediterranean forest ecosystems.
DOI: 10.15468/dl.4pwyjm
title: Occurrence Download

description: A dataset containing 571732 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is SeasonWatch - Tree Phenology Dataset (India)"
 ]
}

 The dataset includes 571732 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019118-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ru65ay
title: Occurrence Download

description: A dataset containing 26079 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Asia",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (April, May, June, July, August, September, October)",
 "OccurrenceStatus is Present",
 "TaxonKey is Larus crassirostris",
 "Year 2015-2025"
 ]
}

 The dataset includes 26079 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019121-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60893/figshare.pof.30385102
title: Data of case 1 at 2.88 ns

description: Data of the obtained properties in case 1, 2.88 ns after the beginning of the injection process.
DOI: 10.60893/figshare.pof.30385102.v1
title: Data of case 1 at 2.88 ns

description: Data of the obtained properties in case 1, 2.88 ns after the beginning of the injection process.
DOI: 10.60893/figshare.pof.30385108
title: Data of case 2 at 1.84 ns

description: Data of the obtained properties in case 2, 1.84 ns after the beginning of the injection process.
DOI: 10.60893/figshare.pof.30385108.v1
title: Data of case 2 at 1.84 ns

description: Data of the obtained properties in case 2, 1.84 ns after the beginning of the injection process.
DOI: 10.60893/figshare.pof.30385120
title: Data of case 3 at 0.4 ns

description: Data of the obtained properties in case 3, 0.4 ns after the beginning of the injection process.
DOI: 10.60893/figshare.pof.30385120.v1
title: Data of case 3 at 0.4 ns

description: Data of the obtained properties in case 3, 0.4 ns after the beginning of the injection process.
DOI: 10.60893/figshare.pof.30385123
title: Data of case 3 at 2.24 ns

description: Data of the obtained properties in case 3, 2.24 ns after the beginning of the injection process.
DOI: 10.60893/figshare.pof.30385123.v1
title: Data of case 3 at 2.24 ns

description: Data of the obtained properties in case 3, 2.24 ns after the beginning of the injection process.
DOI: 10.60893/figshare.pof.30385129
title: Data of case 4 at 0.4 ns

description: Data of the obtained properties in case 4, 0.4 ns after the beginning of the injection process.
DOI: 10.60893/figshare.pof.30385129.v1
title: Data of case 4 at 0.4 ns

description: Data of the obtained properties in case 4, 0.4 ns after the beginning of the injection process.
DOI: 10.60893/figshare.pof.30385135
title: Data of case 4 at 2.96 ns

description: Data of the obtained properties in case 4, 2.96 ns after the beginning of the injection process.
DOI: 10.60893/figshare.pof.30385135.v1
title: Data of case 4 at 2.96 ns

description: Data of the obtained properties in case 4, 2.96 ns after the beginning of the injection process.
DOI: 10.60893/figshare.pof.30385144
title: Data of case 5 at 0.6 ns

description: Data of the obtained properties in case 5, 0.6 ns after the beginning of the injection process.
DOI: 10.15468/dl.vv32a2
title: Occurrence Download

description: A dataset containing 236328 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Petrosedum pascalianum, Zyrphelis monticola, Hesperis isatidea, Monanthes pallens, Antimima herrei, Teucrium algarbiense, Astomaea seselifolia, Geranium brevipes, Festuca liviensis, Ramirezella crassa, Amphibolia succulenta, Argyrolobium amplexicaule, Drymocallis malacophylla, Ranunculus nicklesii, Lachenalia hirta, Ranunculus apenninus, Antimima leucanthera, Stemodia glabella, Tetrapteron palmeri, Halothamnus hierochunticus, Frangula microphylla, Schizachyrium sanguineum, Argyrolobium splendens, Muellerina bidwillii, Antimima hallii, Knautia rupicola, Microseris laciniata, Epacris glacialis, Valerianella orientalis, Elatine hexandra, Maihuenia poeppigii, Coelanthum semiquinquefidum, Gymnophyton isatidicarpum, Psacalium pringlei, Cymbalaria pubescens, Linaria micrantha, Euphorbia rhytisperma, Wahlenbergia neorigida, Linaria caesia, Plocama calabrica, Brachyscome aculeata, Physaria fendleri, Dactylodenia regeliana, Wissadula amplissima, Brachyscome scapigera, Macrozamia riedlei, Ptilotus incanus, Notobubon sonderi, Valantia aprica, Lotus glacialis, Euphorbia raphilippii, Catabrosella humilis, Layia heterotricha, Chaenostoma aethiopicum, Lonicera pilosa, Calamagrostis varia, Mesembryanthemum eurystigmatum, Stachytarpheta indica, Duthiastrum linifolium, Cyclamen intaminatum, Calamagrostis mckiei, Hackelia setosa, Agalinis meyeniana, Lepidospartum squamatum, Packera bolanderi, Psephellus karduchorum, Pyraria irregularis, Fritillaria falcata, Calamagrostis arenaria, Fritillaria gussichiae, Noccaea bellidifolia, Astridia longifolia, Sclerocactus intertextus, Isotoma fluviatilis, Stoeberia beetzii, Calobota acanthoclada, Noccaea campylophylla, Darwinia helichrysoides, Noccaea rosularis, Noccaea lilacina, Mesomelaena stygia, Blitum nuttallianum, Calobota elongata, Stenotis arenaria, Valeriana atacamensis, Jaborosa squarrosa, Sonchus microcarpus, Strumaria pygmaea, Syncarpia glomulifera, Heliotropium taltalense, Chamarea capensis, Bombycilaena discolor, Ceanothus lorenzenii, Vincetoxicum creticum, Echinochloa crus-pavonis, Eulychnia iquiquensis, Eucrypta micrantha, Valeriana martini, Asparagus natalensis, Nectandra hihua)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 236328 records from 1220 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019112-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uf677r
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepanthes dolabrata Luer & R.Escobar"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006490-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.427jrh
title: Occurrence Download

description: A dataset containing 2516 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Pycnonotus blanfordi",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 2516 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082510-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9vvkv
title: Occurrence Download

description: A dataset containing 125545 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Tyto alba (Scopoli, 1769)"
 ]
}

 The dataset includes 125545 records from 461 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017787-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32agxj
title: Occurrence Download

description: A dataset containing 1363 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium strictum (S.Watson) Rattan"
 ]
}

 The dataset includes 1363 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007812-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6aq8te
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Greece",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Galeopsis bifida Boenn."
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041455-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fudekn
title: Occurrence Download

description: A dataset containing 879 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Megaxenops parnaguae Reiser, 1905)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 879 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017841-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvmu5y
title: Occurrence Download

description: A dataset containing 13289 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Purnella albifrons",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 13289 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082495-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.