cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.11155489
title: Underwater images collected by an Autonomous Surface Vehicle in St-Leu, Réunion - 2024-03-14

description: This dataset was collected by an Autonomous Surface Vehicle in St-Leu, Réunion - 2024-03-14. 

            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!
description: The Plancha project is co-financed by the Prefecture of Reunion as part of a 2019-2022 convergence and transformation contract, measure 3.3.1.1
DOI: 10.15468/dl.vqcvz6
title: Occurrence Download

description: A dataset containing 39767 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cenchrus ciliaris L.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 39767 records from 335 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007611-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rx84a3
title: Occurrence Download

description: A dataset containing 759 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Entada rheedei Spreng.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 759 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007550-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.harm5u
title: Occurrence Download

description: A dataset containing 22466 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cenchrus clandestinus (Hochst. ex Chiov.) Morrone)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22466 records from 223 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007613-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ujy8cc
title: Occurrence Download

description: A dataset containing 569 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eomecon chionantha Hance)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 569 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007614-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.28zfdk
title: Occurrence Download

description: A dataset containing 221 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Chile",
 "Geometry POLYGON((-70.25557 -22.47214,-70.23815 -22.49174,-70.23815 -22.39957,-70.2531 -22.39957,-70.26341 -22.41332,-70.25876 -22.42254,-70.25444 -22.42807,-70.25975 -22.4336,-70.25676 -22.4419,-70.26208 -22.4505,-70.26773 -22.4591,-70.25557 -22.47214))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 221 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007616-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x9ae4a
title: Occurrence Download

description: A dataset containing 9119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cenchrus purpureus (Schumach.) Morrone)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9119 records from 388 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007617-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7cuwav
title: Occurrence Download

description: A dataset containing 78896 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Achillea millefolium L."
 ]
}

 The dataset includes 78896 records from 259 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007545-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14948377
title: UAV Lidar-Based Debris Basin Capacity Assessment Following the 2025 Eaton Wildfire and the Presidents' Weekend Storm, Los Angeles County

description: In the aftermath of the January 2025 Eaton and Palisades wildfires in Los Angeles County, assessing the remaining capacities of debris basins is critical for forecasting potential hazards associated with upcoming rain events. This report provides a low-cost, efficient assessment of debris basin capacities using UAV-based lidar surveys to provide high-resolution topographic data. One to five surveys were made for 14 debris basins in the Eaton Fire area, which capture for some basins their debris-holding capacity immediately following wildfire and before rainfall and the capacity following the Presidents’ Day weekend storm event (February 13-15). For some basins surveys were repeated following the storm to assess if significant dewatering had occurred (i.e., to better measure debris volumes vs. water volumes).
DOI: 10.15468/dl.za98bh
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Badusa corymbifera (G.Forst.) A.Gray"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007553-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ct76y
title: Occurrence Download

description: A dataset containing 19043 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cenchrus setaceus (Forssk.) Morrone)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19043 records from 226 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007554-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wh8prg
title: Occurrence Download

description: A dataset containing 95603 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Sciurus niger Linnaeus, 1758"
 ]
}

 The dataset includes 95603 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007547-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zv9g97
title: Occurrence Download

description: A dataset listing the 964 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Estudio florístico de la Sierra de Pachuca, Hidalgo, México"
 ]
}

 The dataset's 964 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110260-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.78e62w
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Capricornis milneedwardsii David, 1869"
 ]
}

 The dataset includes 57 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007125-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qqvvym
title: Occurrence Download

description: A dataset containing 2698 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epidendrum radicans Pav. ex Lindl."
 ]
}

 The dataset includes 2698 records from 141 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042076-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rhfqu9
title: Occurrence Download

description: A dataset listing the 18562 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-96.99829 16.90796,-95.61401 16.90796,-95.61401 18.24829,-96.99829 18.24829,-96.99829 16.90796))",
 "HasCoordinate is true"
 ]
}

 The dataset's 18562 records were derived from 542 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015069-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7yjz5a
title: Occurrence Download

description: A dataset containing 5535 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corydalis pumila (Host) Rchb."
 ]
}

 The dataset includes 5535 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118333-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g4hyn6
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aneilema dregeanum Kunth"
 ]
}

 The dataset includes 116 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007122-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.o0iae4
title: Occurrence Download

description: A dataset containing 206 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "TaxonKey is Costaria costata C.Ag.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 206 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015073-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jp5bcp
title: Occurrence Download

description: A dataset containing 884 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corydalis claviculata (L.) DC."
 ]
}

 The dataset includes 884 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118323-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bnvzzr
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amorphophallus lunatus Hett. & Sizemore"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007142-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbmy5g
title: Occurrence Download

description: A dataset containing 429 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-126.07320 33.27523,-100.40914 33.27523,-100.40914 43.53646,-126.07320 43.53646,-126.07320 33.27523))",
 "HasCoordinate is true",
 "TaxonKey is Gentiana affinis Griseb.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 429 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015077-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ny27d
title: Occurrence Download

description: A dataset containing 910856 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 {
 "or" : [
 "Geometry POLYGON((-79 -30,-64 -30,-64 -23,-79 -23,-79 -30))",
 "Geometry POLYGON((-84 -30,-64 -30,-64 -23,-84 -23,-84 -30))",
 "Geometry POLYGON((-84 -30,-42 -30,-42 -23,-84 -23,-84 -30))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 910856 records from 479 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066276-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fr4mk2
title: Occurrence Download

description: A dataset containing 240 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-86.59973 42.99133,-83.24524 41.66565,-82.38831 42.83752,-82.46246 43.4024,-82.51373 44.13116,-83.48785 44.03229,-83.18665 44.41956,-83.20221 44.58893,-83.25714 45.28473,-84.01154 45.60333,-84.61945 45.7901,-85.03693 45.7901,-85.83618 45.49438,-86.64459 43.90411,-86.59973 42.99133))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lynx rufus (Schreber, 1777)"
 ]
}

 The dataset includes 240 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127458-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ljkkgf
title: Occurrence Download

description: A dataset containing 52636 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-73.28595 41.79139,-73.16881 41.79139,-73.16881 41.92059,-73.28595 41.92059,-73.28595 41.79139))"
 ]
}

 The dataset includes 52636 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024272-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jctx5a
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aneilema brunneospermum Faden"
 ]
}

 The dataset includes 41 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007101-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.snm1sa
title: Occurrence Download

description: A dataset containing 794 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aythya baeri (Radde, 1863)"
 ]
}

 The dataset includes 794 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024551-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2cfgvs
title: Occurrence Download

description: A dataset containing 88573 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-140.57097 69.87853,-140.66729 60.16705,-137.37321 59.06541,-135.99243 60.03778,-131.78915 56.71735,-130.00078 56.12147,-129.86312 55.17572,-130.59364 54.77323,-133.56212 54.43086,-131.28009 51.53643,-125.18366 48.50547,-123.08179 48.22467,-123.16229 49.04932,-121.52703 49.03966,-95.31966 48.99845,-94.68518 48.92548,-92.06821 48.33489,-89.64728 47.99204,-85.31531 47.74719,-82.91737 45.33284,-82.23503 43.47929,-83.10498 41.8573,-79.767 42.61683,-78.78845 43.65372,-76.62472 43.77447,-73.69456 45.53119,-70.76664 47.0768,-73.88651 45.40356,-73.24309 44.96524,-71.17848 45.21512,-70.36481 45.98875,-69.23064 47.2001,-67.85348 47.10259,-67.79555 45.78442,-67.07388 44.91328,-66.04593 43.15709,-60.01611 44.60395,-57.25432 45.81535,-54.1058 46.28664,-50.19616 47.11214,-58.60375 57.536,-64.12804 61.51246,-60.618 67.47211,-76.36343 75.54901,-78.80629 74.46134,-92.21318 74.30352,-100.89399 74.6452,-107.65396 74.42087,-115.30425 74.17466,-124.37083 75.77289,-140.57097 69.87853))",
 "TaxonKey is Odonata"
 ]
}

 The dataset includes 88573 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024275-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8g8rxg
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rodentolepis nana (von Siebold, 1852))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 144 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042077-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dbh5up
title: Occurrence Download

description: A dataset containing 167 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Flabellum angulare Moseley, 1876",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 167 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052361-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqakd2
title: Occurrence Download

description: A dataset containing 842 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myriopteris rufa Fée",
 "HasCoordinate is true"
 ]
}

 The dataset includes 842 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141536-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hpief7
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Venegasia DC."
 ]
}

 The dataset includes 33 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008569-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.69z5h2
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amorphophallus longispathaceus Engl. & Gehrm."
 ]
}

 The dataset includes 14 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007126-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9f3xnf
title: Occurrence Download

description: A dataset containing 13288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2009-2021"
 ]
}

 The dataset includes 13288 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073990-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc12xwzv
title: CCDC 1010878: Experimental Crystal Structure Determination

description: Related Article: Max M. Hansmann,  Frank Rominger,  Michael P. Boone,  Douglas W. Stephan,  A. Stephen K. Hashmi|2014|Organometallics|33|4461|doi:10.1021/om5006885
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.