cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.12783695
title: Datasets for testing the robustness of LiDAR vegetation metrics to varying point densities

description: The calculation of vegetation metrics from LiDAR point clouds might be affected by the available point density of a dataset. Testing how the same LiDAR vegetation metrics differ with different point densities can therefore inform about their robustness for upscaling metrics to other areas or other LiDAR point clouds. The datasets made available here were generated to test the robustness of LiDAR vegetation metrics to varying point densities. A total of 25 LiDAR vegetation metrics representing different aspects of vegetation height, vegetation cover and structural complexity were tested (see metric definition in Kissling et al. 2023, https://doi.org/10.1016/j.dib.2022.108798). The metric calculation was similar to the metric calculation in the Laserchicken software (Meijer et al. 2020, https://doi.org/10.1016/j.softx.2020.100626) and the Laserfarm workflow (Kissling et al. 2022, https://doi.org/10.1016/j.ecoinf.2022.101836). The Dutch AHN4 dataset from the years 2020–2022 with a point density of 20–30 points/m2 was used. A number of plots (i.e., squared polygons around centre points) were randomly placed across the Netherlands within Dutch Natura 2000 sites (using shapefiles from the European Environmental Agency). Different Dutch Natura 2000 sites were distinguished based on their dominant habitat type (dunes, grassland, marsh, shrubland, and woodland). About 100 plots were randomly placed in each habitat type. The AHN4 point cloud of each plot was clipped and then randomly downsampled to 1, 2, 5, 10, 15, 20 points per square meter, respectively. This was done for six different spatial resolutions (1, 2, 5, 10, 20 and 30 meter). The clipped points were then used to calculate the 25 LiDAR vegetation metrics for the original point density and for the six down-sampled point densities.
DOI: 10.5281/zenodo.12783696
title: Datasets for testing the robustness of LiDAR vegetation metrics to varying point densities

description: The calculation of vegetation metrics from LiDAR point clouds might be affected by the available point density of a dataset. Testing how the same LiDAR vegetation metrics differ with different point densities can therefore inform about their robustness for upscaling metrics to other areas or other LiDAR point clouds. The datasets made available here were generated to test the robustness of LiDAR vegetation metrics to varying point densities. A total of 25 LiDAR vegetation metrics representing different aspects of vegetation height, vegetation cover and structural complexity were tested (see metric definition in Kissling et al. 2023, https://doi.org/10.1016/j.dib.2022.108798). The metric calculation was similar to the metric calculation in the Laserchicken software (Meijer et al. 2020, https://doi.org/10.1016/j.softx.2020.100626) and the Laserfarm workflow (Kissling et al. 2022, https://doi.org/10.1016/j.ecoinf.2022.101836). The Dutch AHN4 dataset from the years 2020–2022 with a point density of 20–30 points/m2 was used. A number of plots (i.e., squared polygons around centre points) were randomly placed across the Netherlands within Dutch Natura 2000 sites (using shapefiles from the European Environmental Agency). Different Dutch Natura 2000 sites were distinguished based on their dominant habitat type (dunes, grassland, marsh, shrubland, and woodland). About 100 plots were randomly placed in each habitat type. The AHN4 point cloud of each plot was clipped and then randomly downsampled to 1, 2, 5, 10, 15, 20 points per square meter, respectively. This was done for six different spatial resolutions (1, 2, 5, 10, 20 and 30 meter). The clipped points were then used to calculate the 25 LiDAR vegetation metrics for the original point density and for the six down-sampled point densities.
DOI: 10.15468/dl.re773q
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Greece",
 "TaxonKey is Campanula rapunculus L."
 ]
}

 The dataset includes 90 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030303-240626123714530/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.26335636
title: AlphaFold-multimer predicted structure for the HipBA plasmid-encoded TA system of <i>K. michiganensis </i>PS_Koxy4.

description: AlphaFold-multimer predicted structure for the HipBA plasmid-encoded TA system of <i>K. michiganensis </i>PS_Koxy4. Prediction made via ChimeraX.
DOI: 10.6084/m9.figshare.26335636.v1
title: AlphaFold-multimer predicted structure for the HipBA plasmid-encoded TA system of <i>K. michiganensis </i>PS_Koxy4.

description: AlphaFold-multimer predicted structure for the HipBA plasmid-encoded TA system of <i>K. michiganensis </i>PS_Koxy4. Prediction made via ChimeraX.
DOI: 10.15468/dl.zxew6v
title: Occurrence Download

description: A dataset containing 241611 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Oceania",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Odonata"
 ]
}

 The dataset includes 241611 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030302-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1121165
title: Data from a Level 3 Analytical Buildings Record Survey at Aircraft and Commercial Tools, Bowling Green Street, Sheffield, South Yorkshire, July 2022 - March 2023

description: This digital archive comprises images, gis, report and site record data from a programme of historic building recording at the former Aircraft & Commercial Tools (Sheffield) Ltd premises on Bowling Green Street, Sheffield, South Yorkshire, S3 8SU. The work was undertaken by Wessex Archaeology between 18th July 2022 till 20th March 2023. The site occupies a complex of buildings on the north-west side of Bowling Green Street between South Parade and Ward Street. The oldest extant buildings recorded on site date from the mid- to late 19th century and were used for the steel and metal industries in Kelham Island, Sheffield, particularly Philip Ashberry and Sons. The site is partially located within the Kelham Island Conservation Area.
DOI: 10.15480/882.8774
title: Synchrotron CT images of hydrophobic sand: 1. wetting via droplet condensation and 2. water drop penetration time test

description: A device containing a Peltier element controlled by a Raspberry Pi was built in order to cool the granular material samples during the scans. The cooling induced condensation of water droplets on the surface of the grains. Sand and glass beads were used, both coated with a hydrophobic substance and uncoated. Scans were taken while the droplets grew and evolved to menisci between grains. After the scans of the first experiment were done, a droplet of 50 microliter was placed on the surface of the some of the materials, a procedure that aims at measuring the hydrophobicity of a sample called Water Drop Penetration Time (WDPT) test. The paper refered to in the "relations" section describes the variations of sample coating in more detail. The attached spreadsheet "00_desy_stacks" contains information about the samples material, order of scan and experiment of each stack. In total, 11 samples were scanned, each between 8 and 18 times (amount of stacks). The uploaded files consist of 16 bit 3D-tifs.
DOI: 10.5281/zenodo.12783758
title: Transcranial direct current stimulation enhances effort maintenance in ADHD
DOI: 10.5281/zenodo.12783759
title: Transcranial direct current stimulation enhances effort maintenance in ADHD
DOI: 10.5281/zenodo.11234842
title: Data and codes for "Decay-protected superconducting qubit with fast control enabled by integrated on-chip filters"

description: Data and codes for "Decay-protected superconducting qubit with fast control enabled by integrated on-chip filters".
DOI: 10.15468/dl.nw6s5z
title: Occurrence Download

description: A dataset containing 241 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhizocarpon furfurosum H.Magn. & Poelt"
 ]
}

 The dataset includes 241 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030306-240626123714530/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.25151030.v3
title: Surporting Information (Text S1 and Table S1-S7) for Influences of Stagnant Pacific Slab beyond Its Westernmost Edge: Insights from the Cenozoic Alkaline Basalts in the Dariganga Volcanic Field, SE Mongolia

description: Text S1 gives a detailed description of the analytical methods and Figure S1.Table S1. Major and trace elements for the Cenozoic alkaline basalt in the Dariganga volcanic field.Table S2. Sr–Nd–Pb–Hf isotopic data for the Cenozoic alkaline basalt in the Dariganga volcanic field.Table S3. Mg isotopic data for the Cenozoic alkaline basalt in the Dariganga volcanic fieldTable S4. Calculated primary elements for the Cenozoic alkaline basalt in Dariganga volcanic field.Table S5. Compilation of experimental melts of carbonated peridotite, carbonated MORB-eclogite, and melts between peridotite and MORB-eclogite-derived carbonated silicate melts.Table S6. Compilation of elemental and isotopic results of basalts from the DVFD, ENSGL, PAOD, and MOOD.Table S7. Compilation of H<sub>2</sub>O/Ce data for basalts from the DVFD and ENSGL.
DOI: 10.5281/zenodo.12783790
title: Data set used in "FACIAL WRINKLE CATEGORIZATION USING CONVOLUTIONAL NEURAL NETWORK"

description: For the purpose of training the neural network, a total of 5,098 images were provided, collected over a period of 3 years. These images were categorized into 4 classes, with the number of images in each category as evenly balanced as possible, with minimal deviation from the ideal distribution. A tool for the detection and classification of wrinkles is provided in this way.
DOI: 10.5281/zenodo.12783791
title: Data set used in "FACIAL WRINKLE CATEGORIZATION USING CONVOLUTIONAL NEURAL NETWORK"

description: For the purpose of training the neural network, a total of 5,098 images were provided, collected over a period of 3 years. These images were categorized into 4 classes, with the number of images in each category as evenly balanced as possible, with minimal deviation from the ideal distribution. A tool for the detection and classification of wrinkles is provided in this way.
DOI: 10.5281/zenodo.12783852
title: Supplemental Data -  LLMs for Differential Diagnostic Rare Disease
DOI: 10.5281/zenodo.12783853
title: Supplemental Data -  LLMs for Differential Diagnostic Rare Disease
DOI: 10.5281/zenodo.12783914
title: Electronic transport computation in thermoelectric materials: from ab initio scattering rates to nanostructures
DOI: 10.5281/zenodo.12783915
title: Electronic transport computation in thermoelectric materials: from ab initio scattering rates to nanostructures
DOI: 10.5281/zenodo.8369323
title: Impact of Cucurbita and Cucumis rootstocks on the performance and quality of Piel de Sapo melon

description: Melon grafting represent an increasingly important strategy against biotic and abiotic stresses. Cucurbita hybrid rootstocks have been extensively developed for this purpose, but it is necessary to develop new alternatives. Several experimental rootstocks of cultivated and wild resources from the Cucurbita and Cucumis genera have been evaluated using Piel de Sapo melon as scion. Cucurbita rootstocks tended to increase fruit size and seed cavity and offered more rounded shapes at the early stages of ripening, but this effect was later minimised. Cucumis rootstocks tended to show less vigour than those of Cucurbita. C. metuliferus hybrid rootstock caused plant collapse at specific environmental conditions, probably due to differences in the growth of rootstock and scion. The effects of Cucurbita and Cucumis rootstocks on sugar and acid accumulation of Piel de Sapo was almost negligible, but they altered the volatile profile. This last impact depended on the specific scion x rootstock interaction and the environmental conditions. Cucumis rootstocks tend to minimise it, especially the hybrid C. melo subsp melo x C. melo subsp agrestis Pat 81, which offered a volatile profile highly resembling the non-grafted control. On the other hand, wild alternatives had higher impact.

In this data set you can find the data associated to the manuscript sent for consideration to the European Journal of Agronomy.
description: This research has been funded by grants AGL2014-53398-C2-2-R and AGL2017-85563-C2-1-R-AR, funded by AEI 10.13039/501100011033 and by "ERDF: A way of making Europe". A. Cáceres expresses his thanks to Secretaria de Educación Superior, Ciencia, Tecnología e Innovación (SENESCYT) and Instituto Nacional De Fomento Al Talento Humano (IFTH) for the grant received.
DOI: 10.15468/dl.5k4hha
title: Occurrence Download

description: A dataset containing 165777 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Occurrence evidence)",
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ardea cinerea Linnaeus, 1758",
 "Year 2016-2024"
 ]
}

 The dataset includes 165777 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030307-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umxynh
title: Occurrence Download

description: A dataset containing 580 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Greece",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Platanus orientalis L.",
 "Year 1000-2024"
 ]
}

 The dataset includes 580 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030309-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12783932
title: neocossyphus_poensis_spades_01.fasta.gz

description: .
DOI: 10.5281/zenodo.12783933
title: neocossyphus_poensis_spades_01.fasta.gz

description: .
DOI: 10.6084/m9.figshare.26335675
title: Anonymized Interview Results, INTRANCES project

description: Semi-structured interview results from a a participatory scenario development process for strategic planning of sustainable mobility in Madrid, Spain, under the INTRANCES Project. See: https://cordis.europa.eu/project/id/886050?isPreviewer=1All data have been anonymised.
DOI: 10.6084/m9.figshare.26335675.v1
title: Anonymized Interview Results, INTRANCES project

description: Semi-structured interview results from a a participatory scenario development process for strategic planning of sustainable mobility in Madrid, Spain, under the INTRANCES Project. See: https://cordis.europa.eu/project/id/886050?isPreviewer=1All data have been anonymised.
DOI: 10.5517/ccv83mt
title: CCDC 782366: Experimental Crystal Structure Determination

description: Related Article: D.W.Bruce,M.Wegrzyn,A.Whitwood|2010|CSD Communication|||
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.
DOI: 10.15468/dl.3zq9jx
title: Occurrence Download

description: A dataset containing 7534922 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sturnus vulgaris Linnaeus, 1758, Passer domesticus (Linnaeus, 1758), Passer montanus (Linnaeus, 1758), Fringilla coelebs Linnaeus, 1758, Fringilla montifringilla Linnaeus, 1758, Chloris chloris (Linnaeus, 1758), Carduelis carduelis (Linnaeus, 1758), Spinus spinus (Linnaeus, 1758), Linaria cannabina (Linnaeus, 1758), Linaria flavirostris (Linnaeus, 1758), Loxia curvirostra Linnaeus, 1758, Loxia scotica Hartert, 1904, Pyrrhula pyrrhula (Linnaeus, 1758), Coccothraustes coccothraustes (Linnaeus, 1758), Calcarius lapponicus (Linnaeus, 1758), Plectrophenax nivalis (Linnaeus, 1758), Emberiza citrinella Linnaeus, 1758, Emberiza cirlus Linnaeus, 1767, Emberiza schoeniclus (Linnaeus, 1758), Emberiza calandra Linnaeus, 1758, Anthus petrosus (Montagu, 1798), Anthus spinoletta (Linnaeus, 1758), Corvus cornix Linnaeus, 1758, Acanthis flammea (Linnaeus, 1758), Acanthis cabaret (Müller & Pls, 1776), Larus michahellis J.F.Naumann, 1840, Larus cachinnans Pallas, 1811)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2000",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Specimen, Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 7534922 records from 483 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030305-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pgad3d
title: Occurrence Download

description: A dataset containing 50 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 Gulo gulo (Linnaeus, 1758)"
 ]
}

 The dataset includes 50 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0175184-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nbuvyk
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Peperomia argyreia (Miq.) É.Morren"
 ]
}

 The dataset includes 78 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0167803-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gptqxa
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ochotona macrotis (Günther, 1875)"
 ]
}

 The dataset includes 76 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085252-230530130749713/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.25682832
title: Wikidata dump

description: The dataset corresponds to a preprocessed dump of wikidata, where all identifiers were mapped to a contiguous alphabet
DOI: 10.15468/dl.5qfnvs
title: Occurrence Download

description: A dataset containing 264509 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 2022-01-07",
 "EventDate is less than or equal to 2022-02-06",
 {
 "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)"
 ]
 }
 }
 ]
}

 The dataset includes 264509 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172490-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.89faf8
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-117.57568 32.56348,-114.76318 28.43262,-114.93896 27.02637,-109.40186 22.10449,-108.03955 23.55469,-110.54443 26.45508,-106.58936 22.85156,-105.49072 18.54492,-99.42627 15.99609,-95.03174 15.0293,-91.56006 14.0625,-89.2749 15.33691,-89.53857 17.09473,-86.55029 18.58887,-85.80322 21.84082,-88.92334 22.14844,-91.34033 20.52246,-92.48291 18.89648,-95.16357 18.89648,-96.04248 20.96191,-97.05322 24.16992,-96.52588 25.70801,-97.80029 26.93848,-100.48096 29.92676,-103.29346 30.54199,-104.87549 32.16797,-108.43506 32.87109,-113.04932 33.04688,-117.57568 32.56348))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cnidoscolus chayamansa McVaugh"
 ]
}

 The dataset includes 120 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0338927-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ed8ye5
title: Occurrence Download

description: A dataset containing 3127 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Valeriana macrocera (Torr. & A.Gray) Byng & Christenh."
 ]
}

 The dataset includes 3127 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085213-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mg2dnq
title: Occurrence Download

description: A dataset containing 11543 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Loxodonta africana (Blumenbach, 1797)"
 ]
}

 The dataset includes 11543 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009098-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.