cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.f2bk29
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hydrolycus armatus",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034731-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qrnvq4
title: Occurrence Download

description: A dataset containing 257930 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-10-20",
 "EventDate is less than or equal to 2025-11-19",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 },
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 257930 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034718-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tq4av4
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-108.2688 23.54913, -108.1188 23.54913, -108.1188 23.69913, -108.2688 23.69913, -108.2688 23.54913))"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034732-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17614157
title: Underwater images collected by a Kite surf in Anse-La-Raie, Mauritius - 2018-06-16

description: This dataset was collected by a Kite surf in Anse-La-Raie, Mauritius - 2018-06-16. 

            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.

            

            
 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.cegnga
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypancistrus zebra",
 "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/0034733-251025141854904/datasets/export for details.
DOI: 10.15468/dl.m2tzcb
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-108.1188 23.54913, -107.9688 23.54913, -107.9688 23.69913, -108.1188 23.69913, -108.1188 23.54913))"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034734-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vbq37
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypentelium etowanum",
 "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/0034735-251025141854904/datasets/export for details.
DOI: 10.5281/zenodo.17614183
title: Guidelines for science communication on social media: a multivocal synthesis
DOI: 10.5281/zenodo.17614184
title: Guidelines for science communication on social media: a multivocal synthesis
DOI: 10.15468/dl.4rwyzn
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-107.9688 23.54913, -107.8188 23.54913, -107.8188 23.69913, -107.9688 23.69913, -107.9688 23.54913))"
 ]
}

 The dataset includes 18 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034736-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2p27k8
title: Occurrence Download

description: A dataset listing the 20166 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "OccurrenceStatus is Present",
 "Year is 2021"
 ]
}

 The dataset's 20166 records were derived from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025396-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ja2js
title: Occurrence Download

description: A dataset containing 25681 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opiliones",
 "Year 2017-2019",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence, Observation)"
 ]
}

 The dataset includes 25681 records from 197 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049611-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18360573
title: Daten der Notaufnahmesurveillance

description: Der Datensatz "Daten der Notaufnahmesurveillance" wird durch das Robert Koch-Institut und das AKTIN-Notaufnahmeregister bei Krankenhausaufnahmen bereitgestellt. Der Datensatz beinhaltet aggregierte Routinedaten aus deutschen Notaufnahmen zur syndromischen Überwachung von akuten Erkrankungen. Dazu zählen grippeähnliche Erkrankungen (ILI), Coronavirus-Erkrankungen (COVID-19), akute respiratorische Erkrankungen (ARE), gastrointestinale Infektionen (GI) und schwere akute respiratorische Infektionen (SARI). Dabei wird der relative Anteil dieser Erkrankungen an der Gesamtzahl der Notaufnahmevorstellungen sowie die berechneten Erwartungswerte und Prädiktionsintervalle ausgewiesen. Die Daten sind nach Notaufnahmetypen und Altersgruppen aggregiert. Damit bietet der Datensatz eine wertvolle Ressource für die Forschung im Bereich der Notfallmedizin und der Überwachung akuter Gesundheitsereignisse in Deutschland.
DOI: 10.5281/zenodo.18360194
title: Multilevel toxicity assessment of polypropylene microplastics and pyrene on mussels: DNA damage, oxidative stress, and physiological effects

description: The data are produced within the study to investigate the onsequences of microplastic pollution and pyrene on Mytilus galloprovincialis. We present an integrative assessment of polypropylene (PP) and pyrene, individually and in co-exposure, in mussel Mytilus galloprovincialis. Mussels were exposed to 1 mg L- 1 PP (~40 μm) and 50 μg L- 1 of pyrene for 7 and 14 days, representing a scenario relevant to highly polluted coastal areas.

The study was published in Marine Pollution Bulletin 222 (2026) 118880.
DOI: 10.5281/zenodo.18360195
title: Multilevel toxicity assessment of polypropylene microplastics and pyrene on mussels: DNA damage, oxidative stress, and physiological effects

description: The data are produced within the study to investigate the onsequences of microplastic pollution and pyrene on Mytilus galloprovincialis. We present an integrative assessment of polypropylene (PP) and pyrene, individually and in co-exposure, in mussel Mytilus galloprovincialis. Mussels were exposed to 1 mg L- 1 PP (~40 μm) and 50 μg L- 1 of pyrene for 7 and 14 days, representing a scenario relevant to highly polluted coastal areas.

The study was published in Marine Pollution Bulletin 222 (2026) 118880.
DOI: 10.15468/dl.8wvmc6
title: Occurrence Download

description: A dataset containing 5749 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is 2007-2022_nibr_simpl_rd"
 ]
}

 The dataset includes 5749 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009408-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4aksmn
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dolichlasium lagascae",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 32 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009409-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31144279.v1
title: Numerical Simulation on Self-Propulsion and Turning Performance of KCS Model in Shallow Water

description: this dataset contains raw data supporting findings in the paper(Numerical Simulation on Self-Propulsion and Turning Performance of KCS Model in Shallow Water)
DOI: 10.6084/m9.figshare.31144279
title: Numerical Simulation on Self-Propulsion and Turning Performance of KCS Model in Shallow Water

description: this dataset contains raw data supporting findings in the paper(Numerical Simulation on Self-Propulsion and Turning Performance of KCS Model in Shallow Water)
DOI: 10.15468/dl.cz73xk
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dolichothrix ericoides",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 120 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009411-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ccjgqp
title: Occurrence Download

description: A dataset containing 883 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((34.87176 -1.45282,35.43903 -1.78682,35.52758 -1.65395,35.39214 -1.52028,35.331 -1.45086,35.25328 -1.43715,35.23956 -1.36403,35.17099 -1.35946,35.21797 -1.2743,35.06847 -1.15799,35.06584 -1.20406,35.01098 -1.2132,34.99727 -1.28633,34.87176 -1.45282))",
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera leo",
 "Year is greater than or equal to 2010"
 ]
}

 The dataset includes 883 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009412-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hhctpt
title: Occurrence Download

description: A dataset containing 2922 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is 2007-2022_nibr_simpl_or"
 ]
}

 The dataset includes 2922 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009413-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u6s9df
title: Occurrence Download

description: A dataset containing 273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dorobaea pimpinellifolia",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 273 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009414-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehuct3
title: Occurrence Download

description: A dataset containing 1202 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Haplothrips aculeatus"
 ]
}

 The dataset includes 1202 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009415-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18360742
title: Population structure and regeneration of Diploknema butyracea along forest–agriculture interfaces in  the Western Himalaya
DOI: 10.5281/zenodo.18360743
title: Population structure and regeneration of Diploknema butyracea along forest–agriculture interfaces in  the Western Himalaya
DOI: 10.15468/dl.3hzbqw
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hyperolius sylvaticus",
 "Year 2000-2026"
 ]
}

 The dataset includes 88 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009416-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftn883
title: Occurrence Download

description: A dataset containing 630 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Doronicum grandiflorum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 630 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009417-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fqdctt
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Observation",
 "OccurrenceStatus is Present",
 "TaxonKey is Acridotheres cristatellus"
 ]
}

 The dataset includes 139 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009418-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmqcrk
title: Occurrence Download

description: A dataset containing 911304 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vaccinium myrtillus"
 ]
}

 The dataset includes 911304 records from 1217 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009384-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31144291
title: Brand Narrative Drift of 2022-2024 Weibo Monthly Ranking Data: Based on LDA-BERT and Cognitive Drift Index (CDI)

description: Dataset of monthly Weibo posts and comments for tracking brand narrative drift via topic modeling and a Cognition Drift Index (CDI) (2022–2024)
DOI: 10.6084/m9.figshare.31144291.v1
title: Brand Narrative Drift of 2022-2024 Weibo Monthly Ranking Data: Based on LDA-BERT and Cognitive Drift Index (CDI)

description: Dataset of monthly Weibo posts and comments for tracking brand narrative drift via topic modeling and a Cognition Drift Index (CDI) (2022–2024)
DOI: 10.15468/dl.96fmsr
title: Occurrence Download

description: A dataset containing 9021 records in GBIF matching the query:
SELECT
 '300' 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;= 20.3845909579754
 AND decimalLatitude &lt;= 24.552553756517728
 AND decimalLongitude &gt;= 109.0383511586524
 AND decimalLongitude &lt;= 116.381010795064
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 9021 records were derived from 247 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009410-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.j6q573ngp
title: Koala greater glider detection histories: Richmond Range NP

description: Multi-year investigations of population dynamics are fundamental to
 threatened species conservation. We used multi-season occupancy based on
 spotlight surveys to investigate dynamic occupancy of the koala and the
 greater glider over an 8-year period that encompassed a severe drought in
 year 6. We combined our occupancy estimates with literature estimates of
 density to estimate the population sizes of these species within the focal
 conservation reserve. Both species showed substantial yearly variation in
 the probability of detection (koala: 0.13–0.24; greater glider:
 0.12–0.36). Detection of the koala did not follow any obvious pattern. Low
 detection of the greater glider coincided with the drought and two
 subsequent years. We suggest the low detection reflected a decline in
 abundance. The probability of occupancy of the koala was estimated to be
 0.88 (95%CI: 0.75–1.0) in year 8. Autonomous recording units were also
 used in year 8, enabling an independent occupancy estimate of 0.80
 (0.64–0.90). We found no evidence of a drought-induced decline in the
 koala. Habitat variables had a weak influence on koala occupancy
 probabilities. The probability of occupancy of the greater glider changed
 little over time, from 0.52 (95%CI: 0.24–0.81) to 0.63 (0.42–0.85) in year
 8. Modelling suggested that the probability of colonisation was positively
 influenced by the percentage cover of rainforest. Increased cover of these
 non-browse trees may reflect thermal buffering, site productivity, or soil
 moisture. We estimate that our study reserve is likely to contain
 &gt;900 adult koalas and &gt;2400 adult greater gliders. These are
 among some of the first reserve-wide estimates for these species. Our
 study reserve can play an important role in the conservation of both
 species.
description: The main dataset is based on spotlight surveys of 34 forest
 transects over 8 years. It has been analysed with multiseason occupancy
 modeling. Additional datasets include audio surveys at night of 39 forest
 sites including 31 of the transect sites during year 8. A comparison of
 spotlighting and audio surveys was conducted in year 8 using a
 multi-method occupancy analysis.
description: The detection histories show when the species were detected (1)
 or not detected (0). There were occasions when sites could not be surveyed
 due to access constraints or because those sites were added after year 1
 and were not surveyed earlier. All such occasions are shown as missing
 values (-).
DOI: 10.5061/dryad.3j9kd51mm
title: Partitioning of ribonucleoprotein complexes from the cellular actin cortex

description: The cell cortex plays a crucial role in cell mechanics, signaling, and
 development. However, little is known about the influence of the cortical
 meshwork on the spatial distribution of cytoplasmic biomolecules. Here, we
 describe a new fluorescence microscopy method to infer the intracellular
 distribution of labeled biomolecules with sub-resolution accuracy.
 Unexpectedly, we find that RNA-binding proteins are partially excluded
 from the cytoplasmic volume adjacent to the plasma membrane that
 corresponds to the actin cortex. Complementary diffusion measurements of
 RNA-protein complexes suggest that a rudimentary model based on excluded
 volume interactions can explain this partitioning effect. Our results
 suggest the actin cortex meshwork may play a role in regulating the
 biomolecular content of the volume immediately adjacent to the plasma
 membrane.
description: Dual-color z-scans using two-photon microscopy and fluorescence
 correlation spectroscopy measurements of protein mobility. The DC z-scan
 data is processed using the supplied fitter (see IDL code examples) to
 generate estimates of the effective depletion length, which are stored in
 CSV format. The FCS data are fit to a 2D Gaussian model to extract the
 effective diffusion coefficient, which is also stored in CSV
 format.
description: See manuscript and README.txt.