cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5285/398dd41e-3c08-47f5-811f-da990007643f
title: Land Cover Map 2021 (land parcels, GB)

description: This is a vector data set representing the land surface of Great Britain, classified into 21 UKCEH land cover classes, based upon Biodiversity Action Plan broad habitats. This vector Land Parcel dataset is the result of intersecting the 10m raster classified pixel datasets with the UKCEH Land Parcel Spatial Framework to generate summary land parcel attributes for each land cover parcel. A full description of this and all UKCEH LCM2021 products are available from the LCM2021 product documentation accompanying this dataset.
description: UKCEH's automated land cover algorithms classify 10 m pixels across the whole of UK. Training data were automatically selected from stable land covers over the interval of 2018 to 2020. A Random Forest classifier used these to classify four composite images representing per season median surface reflectance. Seasonal images were integrated with context layers (e.g., height, aspect, slope, coastal proximity, urban proximity and so forth) to reduce confusion among classes with similar spectra.
Land cover was validated by organising the 10 m pixel classification into a land parcel framework (the LCM2021 classified land parcels product). The classified land parcels were compared to known land cover producing a confusion matrix to determine overall and per class accuracy. Details are available from the product documentation accompanying this dataset.
DOI: 10.15468/dl.ygbx67
title: Occurrence Download

description: A dataset containing 1820 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Aspidosperma quebracho-blanco Schltdl."
 ]
}

 The dataset includes 1820 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020485-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gd6prb
title: Occurrence Download

description: A dataset containing 22635 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inner Oslofjorden Phytoplankton Database"
 ]
}

 The dataset includes 22635 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020486-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rvcxs7
title: Occurrence Download

description: A dataset listing the 2637 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is NGA.35_1",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 2637 records were derived from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020479-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14733182
title: UAV survey of the Storflaket mire near Abisko, Sweden

description: UAV survey DEM/orthomosaic of Storflaket, Sweden

On 20 August 2024, we performed an opportunistic drone survey of the "Storflaket" mire near Abisko, Sweden. Most images are from about a 100 m altitude AGL, taken with a DJI Mavic 2 Pro UAV. The survey consists of 417 images in total, spanning three sub-survey parts:

1. Nadir survey rows at ~100 m height2. Close-up rows at ~30 m height near a hydrological experiment set-up3. Oblique (~45 degree) inward-facing orbit around the survey for an improved network geometry (James et al., 2017)

Processing

We processed the data in Agisoft Metashape 2.0.2 using mostly default settings; see the file survey_metashape_report.pdf for more information.

Georeferencing was done by identifying remote Ground Control Points (GCPs) using the latest NIR orthomosaic (0.5 m/px) and lidar DEM (2 m/px) by Lantmäteriet (https://zeus.slu.se/get; accessed 24 January 2025). For distribution limitation reasons, these data are not in this repository.

A barebones Metashape project, only containing the GCPs, tie points, camera calibration and alignment, is supplied (metashape_project.zip) which should allow full reproducibility of the DEM and orthomosaic. The images required for reproducibility are provided in a zipfile (images.zip).

Output data

The output data are one DEM (storflaket_dem.tif) and one orthomosaic (storflaket_ortho.tif) in 5 cm/px resolution in the SWEREF99TM (epsg:3006) coordinate system, and the same vertical coordinate system as the reference DEM from Lantmäteriet.

Citation

Please cite the data as directly suggested by Zenodo and your bibliography manager software of choice.
DOI: 10.5281/zenodo.14733181
title: UAV survey of the Storflaket mire near Abisko, Sweden

description: UAV survey DEM/orthomosaic of Storflaket, Sweden

On 20 August 2024, we performed an opportunistic drone survey of the "Storflaket" mire near Abisko, Sweden. Most images are from about a 100 m altitude AGL, taken with a DJI Mavic 2 Pro UAV. The survey consists of 417 images in total, spanning three sub-survey parts:

1. Nadir survey rows at ~100 m height2. Close-up rows at ~30 m height near a hydrological experiment set-up3. Oblique (~45 degree) inward-facing orbit around the survey for an improved network geometry (James et al., 2017)

Processing

We processed the data in Agisoft Metashape 2.0.2 using mostly default settings; see the file survey_metashape_report.pdf for more information.

Georeferencing was done by identifying remote Ground Control Points (GCPs) using the latest NIR orthomosaic (0.5 m/px) and lidar DEM (2 m/px) by Lantmäteriet (https://zeus.slu.se/get; accessed 24 January 2025). For distribution limitation reasons, these data are not in this repository.

A barebones Metashape project, only containing the GCPs, tie points, camera calibration and alignment, is supplied (metashape_project.zip) which should allow full reproducibility of the DEM and orthomosaic. The images required for reproducibility are provided in a zipfile (images.zip).

Output data

The output data are one DEM (storflaket_dem.tif) and one orthomosaic (storflaket_ortho.tif) in 5 cm/px resolution in the SWEREF99TM (epsg:3006) coordinate system, and the same vertical coordinate system as the reference DEM from Lantmäteriet.

Citation

Please cite the data as directly suggested by Zenodo and your bibliography manager software of choice.
DOI: 10.5281/zenodo.15005647
title: Mapping the habitat suitability of Culex pipiens in Europe using ensemble bioclimatic modelling
DOI: 10.5281/zenodo.15006818
title: Mapping the habitat suitability of Culex pipiens in Europe using ensemble bioclimatic modelling

description: This dataset provides habitat suitability maps for Culex pipiens at 1 km spatial resolution, projected in Lambert Azimuthal Equal-Area coordinates. 

The proj_Culex.pipiens_ensemble_full.tif map represents habitat suitability in Europe with no latitudinal limits. The proj_Culex.pipiens_ensemble_cropped.tif map is limited to the latitudinal range encompassing 99% of known Cx. pipiens occurrences.

Raster values must be divided by 1000 for correct interpretation.
DOI: 10.5281/zenodo.15040800
title: Mapping the habitat suitability of Culex pipiens in Europe using ensemble bioclimatic modelling

description: This dataset provides habitat suitability maps for Culex pipiens at 1 km spatial resolution, projected in Lambert Azimuthal Equal-Area coordinates. 

The proj_Culex.pipiens_ensemble_full.tif map represents habitat suitability in Europe with no latitudinal limits. The proj_Culex.pipiens_ensemble_cropped.tif map is limited to the latitudinal range encompassing 99% of known Cx. pipiens occurrences.

Raster values must be divided by 1000 for correct interpretation.

Versions 1 and 2 of this dataset should not be considered.
DOI: 10.5281/zenodo.15064178
title: Mapping the habitat suitability of Culex pipiens in Europe using ensemble bioclimatic modelling

description: This dataset provides habitat suitability maps for Culex pipiens at 1 km spatial resolution, projected in Lambert Azimuthal Equal-Area coordinates. 

The proj_Culex.pipiens_ensemble_full.tif map represents habitat suitability in Europe with no latitudinal limits. The proj_Culex.pipiens_ensemble_cropped.tif map is limited to the latitudinal range encompassing 99% of known Cx. pipiens occurrences.

Raster values must be divided by 1000 for correct interpretation.
DOI: 10.15468/dl.n4swvy
title: Occurrence Download

description: A dataset containing 46941 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-64.16069 16.33224,100.40939 16.33224,100.40939 82.09317,-64.16069 82.09317,-64.16069 16.33224))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Xylocopa violacea (Linnaeus, 1758)"
 ]
}

 The dataset includes 46941 records from 782 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020488-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14930482
title: BETA-FOR_SP7_Fomesfomentarius_2024

description: We assessed the presence/absence as well as percent cover of Fomes fomentarius (Tinder fungus) fruit bodies on deadwood objects in the Bavarian Forest. The deadwood object types were: snags, logs, or stumps. This dataset was used to assess the question - what is the effect of deadwood type/stock as well as microclimate on the occurence and abundance of Fomes fomentarius? The associated publication can be found below.
description: Variables Description################

*patchLabelBETAFOR: unique BETA-FOR patch label

*dwc:decimalLongitude: longitudinal coordinates of the patch in decimals

*dwc:decimalLatitude: latitudinal coordinates of the patch in decimals

*dwc:measurementDeterminedBy: Name of the person who performed the measurement

*dwc:measurementMethod: way the measurement was performed, observation as visual estimation of presence/cover

*Objektnr: unique number for identifying deadwood objects 

*Deadwood_type: deadwood objects are assigned a deadwood type; L(log - lying deadwood), S(snag - standing deadwood), W(Würzelstock - stump)

*Fomesfomentarius_cover: area covered by Fomes fomentarius in [% of total deadwood object surface]

*Fomesfomentarius_presabs: 0 if Fomes fomentarius was absent, 1 if present

*dwc:measurementDeterminedDate: Date when the measurement was performed
DOI: 10.5281/zenodo.14930483
title: BETA-FOR_SP7_Fomesfomentarius_2024

description: We assessed the presence/absence as well as percent cover of Fomes fomentarius (Tinder fungus) fruit bodies on deadwood objects in the Bavarian Forest. The deadwood object types were: snags, logs, or stumps. This dataset was used to assess the question - what is the effect of deadwood type/stock as well as microclimate on the occurence and abundance of Fomes fomentarius? The associated publication can be found below.
description: Variables Description################

*patchLabelBETAFOR: unique BETA-FOR patch label

*dwc:decimalLongitude: longitudinal coordinates of the patch in decimals

*dwc:decimalLatitude: latitudinal coordinates of the patch in decimals

*dwc:measurementDeterminedBy: Name of the person who performed the measurement

*dwc:measurementMethod: way the measurement was performed, observation as visual estimation of presence/cover

*Objektnr: unique number for identifying deadwood objects 

*Deadwood_type: deadwood objects are assigned a deadwood type; L(log - lying deadwood), S(snag - standing deadwood), W(Würzelstock - stump)

*Fomesfomentarius_cover: area covered by Fomes fomentarius in [% of total deadwood object surface]

*Fomesfomentarius_presabs: 0 if Fomes fomentarius was absent, 1 if present

*dwc:measurementDeterminedDate: Date when the measurement was performed
DOI: 10.15468/dl.wmacnm
title: Occurrence Download

description: A dataset containing 397 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cypha laeviuscula (Mannerheim, 1830)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 397 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020489-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hfukyf
title: Occurrence Download

description: A dataset containing 4375 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-10.24483 42.58147,17.89329 42.58147,17.89329 53.83147,-10.24483 53.83147,-10.24483 42.58147))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Elodea nuttallii (Planch.) H.St.John",
 "Year 2022-2025"
 ]
}

 The dataset includes 4375 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020490-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15064610
title: Cyber Toys Environments Traces
DOI: 10.5281/zenodo.15064611
title: Cyber Toys Environments Traces
DOI: 10.57745/d2anth
title: Readme file for dataset.docx

description: :unav
DOI: 10.57745/ltcvyg
title: fp1.mat

description: Raw interferogram data from the oscilloscope when the Fabry-Perot cavity is modulated with a 10 MHz sine wave with a 1micosecond on time
DOI: 10.57745/n9ciul
title: pdavg16-3.mat

description: Raw data for reference measurement of modulation interrogating the Fabry-Perot cavity with a CW source
DOI: 10.57745/oohshw
title: nofp1.mat

description: Raw interferogram data from the oscilloscope when the Fabry-Perot cavity is not modulated
DOI: 10.57745/r3zlko
title: figcode_modulation.m

description: Matlab code to analyze the interferograam data and compare with the results from the reference measurement.
DOI: 10.26171/nj02-8a39
title: Precipitation water isotopes, CMCl80, Reunion University OZC-R observation site, Rivière des Pluies catchment, OZCAR Research Infrastructure
title: Isotopes de l'eau dans les précipitations, CMCl80, site d'observation OZC-R de l’Université de la Réunion, Bassin Rivière des Pluies, Infrastructure de Recherche OZCAR
DOI: 10.26171/x45y-4h25
title: Precipitation water isotopes, PFCl1285, Plaine des Fougères OZC-R observation site, Rivière des Pluies catchment, OZCAR Research Infrastructure
title: Isotopes de l'eau dans les précipitations, PFCl1285, site d'observation OZC-R Plaine des Fougères, Bassin Rivière des Pluies, Infrastructure de Recherche OZCAR
DOI: 10.15468/dl.grkfm3
title: Occurrence Download

description: A dataset containing 2224 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eupherusa ridgwayi (Nelson, 1900)"
 ]
}

 The dataset includes 2224 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020493-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.snyq8v
title: Occurrence Download

description: A dataset containing 257895 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 Saponaria officinalis L."
 ]
}

 The dataset includes 257895 records from 1552 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020481-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pgni4p
title: Occurrence Download

description: A dataset containing 2568 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Sauvagesia erecta L."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2568 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019082-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nbrpd9
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Piper longum L."
 ]
}

 The dataset includes 77 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005582-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b8dlsw
title: Occurrence Download

description: A dataset containing 602 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lasiurus xanthinus (Thomas, 1897)"
 ]
}

 The dataset includes 602 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019076-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24414/rob-gnss-berl00bel
title: GNSS data of BERL00BEL, BERLOZ, Belgium

description: Permanent GNSS station dataset as daily RINEX files
DOI: 10.15468/dl.z2jz85
title: Occurrence Download

description: A dataset listing the 8577 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((5.3833 53.35449,0.63721 53.38071,0.59326 53.11777,1.91162 52.90625,1.99951 52.39974,1.51611 51.69708,1.64795 51.20413,0.81299 50.70585,-0.10986 50.5944,0.94482 50.08957,1.29639 50.34266,1.38428 50.73367,1.91162 51.14903,2.65869 51.23166,3.31787 51.53335,3.97705 52.04979,4.32861 52.4801,4.32861 52.90625,4.72412 53.24944,5.3833 53.35449))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 8577 records were derived from 216 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0183780-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.byldab
title: Occurrence Download

description: A dataset containing 136855 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Occurrence records of southern African aquatic biodiversity"
 ]
}

 The dataset includes 136855 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019077-181003121212138/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.5926573
title: Collar? I barely know her: The utility of accelerometry in measuring personality in situ for a free-ranging wild mammal - Data, meta-data, and code

description: The assay and accelerometer data, meta-data, and code used in our publication.
DOI: 10.6084/m9.figshare.5926573.v3
title: Collar? I barely know her: The utility of accelerometry in measuring personality in situ for a free-ranging wild mammal - Data, meta-data, and code

description: The assay and accelerometer data, meta-data, and code used in our publication.
DOI: 10.15468/dl.jqna2f
title: Occurrence Download

description: A dataset containing 357 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Charadrahyla nephila (Mendelson & Campbell, 1999)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 357 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019078-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q2zurs
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-7.64649 30.60352,39.18164 30.60352,39.18164 45.58008,-7.64649 45.58008,-7.64649 30.60352))",
 "TaxonKey is Pterois miles (Bennett, 1828)"
 ]
}

 The dataset includes 27 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192982-200613084148143/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.5926573.v2
title: Empty

description: Data used.
DOI: 10.15468/dl.c5g5zg
title: Occurrence Download

description: A dataset containing 226 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Country is Canada",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lynx canadensis Kerr, 1792"
 ]
}

 The dataset includes 226 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0183785-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ixld5g
title: Occurrence Download

description: A dataset containing 12352 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Satureja montana L."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12352 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019078-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4awh4u
title: Occurrence Download

description: A dataset containing 39690 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Country is Bahamas",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 39690 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168653-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oypwrl
title: Occurrence Download

description: A dataset containing 638 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Satureja thymbra L."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 638 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019079-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6qw297
title: Occurrence Download

description: A dataset containing 2116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((28.41641 -28.67341,28.83742 -28.67341,28.83742 -28.36502,28.41641 -28.36502,28.41641 -28.67341))",
 "TaxonKey is Insecta"
 ]
}

 The dataset includes 2116 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048822-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.