cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.hvx495
title: Occurrence Download

description: A dataset containing 8391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helichrysum luteoalbum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 8391 records from 313 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009823-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24414/rob-euref-dub200hrv
title: GNSS data of DUB200HRV, Dubrovnik, Croatia

description: Permanent GNSS station dataset as daily RINEX files
DOI: 10.57703/ce-b2zqr
title: A51 - FAMU-FSU College of Engineering Submission

description: Scanning white light interferometry measurements using Bruker Countour GT 20x and 50x magnification.
DOI: 10.15468/dl.t4dhfm
title: Occurrence Download

description: A dataset containing 330 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allantus togatus (Panzer, 1801)"
 ]
}

 The dataset includes 330 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001694-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mhu82t
title: Occurrence Download

description: A dataset containing 97190 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is University of Texas, Biodiversity Center, Entomology Collection (UTIC)"
 ]
}

 The dataset includes 97190 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001687-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14761447
title: flatbug-dataset a compilation of dataset of terrestrial arthropodes on various surfaces

description: This dataset is a compilation of 23 datasets all individually described in their respective DOI entry. The complete dataset was used to train "flatbug" a generalist instance segmentation algorithm that detects insects on a wide range of flat surfaces, and image dimensions and performs well in crowded cases.

DOIs to each dataset is in the "metadata.csv" file (also rendered below). There is a total of  6028 images. Each dataset is stored in its own subdirectory (with the same name) and contain its own COCO file (.json) that defines instances.

 




dataset
short_name
n_images
DOI


abram2023
ABR
26
10.5281/zenodo.13992282


ALUS
ALU
352
10.5281/zenodo.13919486


amarathunga2022
AMA
550
10.5281/zenodo.13919602


AMI-traps
AMI
153
10.5281/zenodo.13991167


AMT
AMT
110
10.5281/zenodo.13991268


anTraX
ATX
212
10.5281/zenodo.13919641


ArTaxOr
ATO
1050
10.5281/zenodo.13919717


biodiscover-arm
BDA
53
10.5281/zenodo.13992340


BIOSCAN
BIS
501
10.5281/zenodo.13920322


cao2022
CAO
60
10.5281/zenodo.13920372


CollembolAI
CAI
43
10.5281/zenodo.13920408


Diopsis
DPS
63
10.5281/zenodo.13991200


DIRT
DIR
291
10.5281/zenodo.13992477


DiversityScanner
DIS
529
10.5281/zenodo.13929922


gernat2018
GER
38
10.5281/zenodo.13991237


Mothitor
MOI
12
10.5281/zenodo.13992498


NHM-beetles-crops
NBC
12
10.5281/zenodo.13991316


PeMaToEuroPep
PME
729
10.5281/zenodo.13930055


pinoy2023
PIN
284
10.5281/zenodo.13992379


sittinger2023
SIT
76
10.5281/zenodo.13920464


sticky-pi
SPI
400
10.5281/zenodo.11366139


ubc-pitfall-traps
UPT
476
10.5281/zenodo.13992496


ubc-scanned-sticky-cards
USC
150
10.5281/zenodo.13992488
DOI: 10.15468/dl.dubccn
title: Occurrence Download

description: A dataset containing 7599 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-110.3688 24.44913, -110.2188 24.44913, -110.2188 24.59913, -110.3688 24.59913, -110.3688 24.44913))"
 ]
}

 The dataset includes 7599 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035129-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hd6cyn
title: Occurrence Download

description: A dataset listing the 1615 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Jordan",
 "TaxonKey is Insecta"
 ]
}

 The dataset's 1615 records were derived from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035117-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bqjdt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Micropterus floridanus",
 "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/0035131-251025141854904/datasets/export for details.
DOI: 10.15468/dl.9d8j5k
title: Occurrence Download

description: A dataset containing 287 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-110.2188 24.44913, -110.0688 24.44913, -110.0688 24.59913, -110.2188 24.59913, -110.2188 24.44913))"
 ]
}

 The dataset includes 287 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035133-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13893974
title: Turbidity values in the inner part of the ria of Ferrol (Galicia, Spain) from January 2021 to February 2024.

description: The dataset includes turbidity values measured three to four times a week between January 2021 and February 2024 at the AP station monitoring the exploitation of the As Pías shellfish bed located in the inner part of the ria of Ferrol (Galicia, NW Spain; Figure 1) (29N 566057 4814464, WGS84).  . During high tide, a water sample was collected with a Niskin bottle at a depth of one metre above the bottom and turbidity was measured with a Turbiquant 118325 Merck turbidity meter in nephelometric turbidity units (NTU). The turbidity values used are the average of 10 measurements. The file has seven columns: Date, Turbidity data, Units, x position, y Position, DATUM an Depth in meters. The file contains a total of 609 records. A figure is included to show the area of study.
DOI: 10.5281/zenodo.17215048
title: Turbidity values in the inner part of the ria of Ferrol (Galicia, Spain) from January 2021 to February 2024.

description: The dataset includes turbidity values measured three to four times a week between January 2021 and February 2024 at the AP station monitoring the exploitation of the As Pías shellfish bed located in the inner part of the ria of Ferrol (Galicia, NW Spain; Figure 1) (29N 566057 4814464, WGS84).  . During high tide, a water sample was collected with a Niskin bottle at a depth of one metre above the bottom and turbidity was measured with a Turbiquant 118325 Merck turbidity meter in nephelometric turbidity units (NTU). The turbidity values used are the average of 10 measurements. The file has seven columns: Date, Turbidity data, Units, x position, y Position, DATUM an Depth in meters. The file contains a total of 609 records. A figure is included to show the area of study.
DOI: 10.15468/dl.t8ym87
title: Occurrence Download

description: A dataset containing 2175161 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tringa flavipes"
 ]
}

 The dataset includes 2175161 records from 411 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035094-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jgru8k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Micropterus henshalli",
 "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/0035136-251025141854904/datasets/export for details.
DOI: 10.13016/q1aw-tmlm
title: Dataset for Figures in Microscopic Investigation of rf Vortex Nucleation in Nb3Sn Films Using a Near-Field Magnetic Microwave Microscope

description: All experimental data were collected using a spectrum analyzer (Agilent E4407B).
description: This is the dataset used to create the figures in the paper: Microscopic Investigation of rf Vortex Nucleation in Nb3Sn Films Using a Near-Field Magnetic Microwave Microscope
DOI: 10.15468/dl.eeqped
title: Occurrence Download

description: A dataset containing 463 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-110.0688 24.44913, -109.9188 24.44913, -109.9188 24.59913, -110.0688 24.59913, -110.0688 24.44913))"
 ]
}

 The dataset includes 463 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035135-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13740869
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.5pg28b
title: Occurrence Download

description: A dataset containing 371376 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erigeron annuus"
 ]
}

 The dataset includes 371376 records from 1770 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035101-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.szhbsy
title: Occurrence Download

description: A dataset containing 771542 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is FrogID"
 ]
}

 The dataset includes 771542 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016257-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jn3crk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Lariscus insignis (F.Cuvier, 1821))",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016270-250525065834625/datasets/export for details.
DOI: 10.15468/dl.8zurrv
title: Occurrence Download

description: A dataset containing 2458796938 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ameiva Meyer, 1795, Ameivula confusioniba (Arias, De Carvalho, Rodrigues & Zaher, 2011), Ameivula ocellifera (Spix, 1825), Ameivula xacriaba Arias, Texeira Jr., Recoder, Carvalho, Zaher & Rodrigues, 2014, Brasiliscincus caissara (Reboucas-Spieker, 1974), Brasiliscincus heathi (Schmidt & Inger, 1951), Calyptommatus confusionibus Rodrigues, Zaher & Curcio, 2001, Coleodactylus brachystoma (Amaral, 1935), Coleodactylus meridionalis (Boulenger, 1888), Colobosaura modesta (Reinhardt & Lütken, 1862), Colobosauroides carvalhoi Soares & Caramaschi, 1998, Colobosauroides cearensis Cunha, Lima-Verde & Lima, 1991, Copeoglossum arajara (Reboucas-Spieker, 1981), Copeoglossum nigropunctatum (Spix, 1825), Enyalius bibronii Boulenger, 1885, Glaucomastix venetacauda (Arias, De Carvalho, Rodrigues & Zaher, 2011), Gonatodes humeralis (Guichenot, 1855), Gymnodactylus amarali Barbour, 1925, Gymnodactylus geckoides Spix, 1825, Hemidactylus agrius Vanzolini, 1978, Hemidactylus brasilianus Amaral, 1935, Hemidactylus mabouia (Moreau De Jonnès, 1818), Hoplocercus spinosus Fitzinger, 1843, Iguana Laurenti, 1768, Kentropyx calcarata Spix, 1825, Lygodactylus klugei (Smith, Martin & Swain, 1977), Micrablepharus maximiliani (Reinhardt & Lütken, 1862), Norops brasiliensis (Vanzolini & Williams, 1970), Animalia, Nothobachia ablephara Rodrigues, 1984, Notomabuya frenata (Cope, 1862), Phyllopezus pollicaris (Spix, 1825), Polychrus acutirostris Spix, 1825, Procellosaurinus erythrocercus Rodrigues, 1991, Salvator merianae Duméril & Bibron, 1839, Stenocercus squarrosus Nogueira & Rodrigues, 2006, Tropidurus helenae (Manzani & Abe, 1990), Tropidurus hispidus (Spix, 1825), Tropidurus jaguaribanus Passos, Lima & Borges-Nojosa, 2011, Tropidurus oreadicus Rodrigues, 1987, Tropidurus semitaeniatus (Spix, 1825), Tupinambis quadrilineatus Manzani & Abe, 1997, Tupinambis teguixin (Linnaeus, 1758), Vanzosaura multiscutata (Amaral, 1933))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2458796938 records from 46413 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012053-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1135573
title: Data from Archaeological Recording Work at Windmill Hill, Ladbroke, Warwickshire, 2021-2023 (HS2 Phase One)

description: This collection comprises image, text, Harris Matrix, photogrammetry, database, spreadsheet and GIS Data from archaeological recording work at Windmill Hill, Ladbroke, Warwickshire. Archaeological recording works were carried out by Connect Archaeology across arable fields separated by Ladbroke Hill Lane within an area known as Windmill Hill, Ladbroke, Warwickshire. This followed a geophysical survey and trial trenching investigation, that together suggested the presence of a large system of field enclosures, possible trackways and avenues and a small number of circular or sub-circular features perhaps representing roundhouses.
DOI: 10.15468/dl.s4vu9x
title: Occurrence Download

description: A dataset containing 22905 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trombidiformes",
 "Year 1999-2001",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence, Observation)"
 ]
}

 The dataset includes 22905 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049635-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.59zw3r2bg
title: Evolutionary effects of nitrogen are not easily predicted from ecological responses

description: Anthropogenic nitrogen (N) addition might alter the evolutionary
 trajectories of plant populations, in part because it alters the abiotic
 and biotic environment by increasing aboveground primary productivity,
 light asymmetry, and herbivory intensity, and reducing plant species
 diversity. Such evolutionary impacts could be caused by N altering
 patterns of natural selection (i.e., trait-fitness relationships) and the
 opportunity for selection (i.e., variance in relative fitness). Because at
 the community level N addition favors species with light acquisition
 strategies (e.g., tall species), we predict that N would also increase
 selection favoring those same traits. We also hypothesize that N could
 alter the opportunity for selection via its effects on mean fitness and/or
 competitive asymmetries.To investigate these evolutionary consequences of
 N, we quantified the strength of selection and the opportunity for
 selection in replicated populations of the annual grass Setaria faberi
 Herrm. (giant foxtail) growing in a long-term N addition experiment. We
 also correlated our measures of selection and opportunity for selection
 with light asymmetry, diversity, and herbivory intensity to identify the
 proximate causes of any N effects on evolutionary processes. N addition
 increased aboveground productivity, light asymmetry, and reduced species
 diversity. Contrary to expectations, N addition did not strengthen
 selection for trait values associated with higher light acquisition such
 as greater height and specific leaf area (SLA); rather, it strengthened
 selection favoring lower SLA. Increased light asymmetry was associated
 with stronger selection for lower SLA and lower species diversity was
 associated with stronger selection for greater height and lower SLA,
 suggesting a role for these factors in driving N-mediated selection. The
 opportunity for selection was not influenced by N addition (despite
 increased mean fitness) but was negatively associated with species
 diversity. Our results indicate that anthropogenic N enrichment can affect
 evolutionary processes, but that evolutionary changes in plant traits
 within populations are unlikely to parallel the shifts in plant traits
 observed at the community level.
description: Data was collected in 2020 from a field experiment in a long-term
 ecological research site (Kellogg Biological Station LTER site in
 Michigan, USA). The Data folder contains 3 separate
 datasets as CSV files, each with accompanying .txt metadata files: 1) a
 dataset of individual-level data
 (Waterton2022_NitrogenEvolution_Individual_Data.csv); 2) a dataset of
 annual net primary productivity (ANPP;
 Waterton2022_NitrogenEvolution_ANPP_Data.csv); 3) a dataset of light
 measurements (Waterton2022_NitrogenEvolution_Light_Data.csv).
 An R script for reproducing the analyses and figures is available
 at https://doi.org/10.5281/zenodo.7121361.
description: R statistical software is required to run the R script.
DOI: 10.5061/dryad.0k6djhb39
title: The global decline in the sensitivity of vegetation productivity to precipitation from 2001-2018

description: The sensitivity of vegetation productivity to precipitation (Sppt) is a
 key metric for understanding the variations in vegetation productivity
 under changing precipitation and predicting future changes in ecosystem
 functions. However, a comprehensive assessment of Sppt over all the global
 land is lacking. Here, we investigated spatial patterns and temporal
 changes of Sppt across the global land from 2001 to 2018 with multiple
 streams of satellite observations. We found consistent spatial patterns of
 Sppt with different satellite products: Sppt was highest in dry regions
 while low in humid regions. Grassland and shrubland showed the highest
 Sppt, and evergreen needle-leaf forest and wetland showed the lowest.
 Temporally, Sppt showed a generally declining trend over the past two
 decades (p &lt; 0.05), yet with clear spatial heterogeneities. The
 decline in Sppt was especially noticeable in North America and Europe,
 likely due to the increase in precipitation. In central Russia and
 Australia, however, Sppt showed an increasing trend. Biome-wise, most
 ecosystem types exhibited significant decreases in Sppt, while grassland,
 evergreen broadleaf forest, and mixed forest showed slight increases or
 non-significant changes in Sppt. Our finding of the overall decline in
 Sppt implies a potential stabilization mechanism for ecosystem
 productivity under climate change. However, the revealed Sppt increase for
 some regions and ecosystem types, in particular global grasslands,
 suggests that grasslands might be increasingly vulnerable to climatic
 variability with continuing global climate change.
DOI: 10.5061/dryad.h18931zq1
title: Ultrafast water permeation through nanochannels with a densely fluorous interior surface

description: Ultrafast water permeation in aquaporins is promoted by their hydrophobic
 interior surface. Polytetrafluoroethylene has a dense fluorine surface,
 leading to its strong water repellence. We report a series of fluorous
 oligoamide nanorings with interior diameters ranging from 0.9 to 1.9
 nanometers. These nanorings undergo supramolecular polymerization in
 phospholipid bilayer membranes to form fluorous nanochannels, the interior
 walls of which are densely covered with fluorine atoms. The nanochannel
 with the smallest diameter exhibits a water permeation flux that is two
 orders of magnitude greater than those of aquaporins and carbon nanotubes.
 The proposed nanochannel exhibits negligible chloride ion (Cl – )
 permeability caused by a powerful electrostatic barrier provided by the
 electrostatically negative fluorous interior surface. Thus, this
 nanochannel is expected to show nearly perfect salt reflectance for
 desalination.
description: For the detailed methods to calculate the water permeability,
 please refer to the Supplemental Information
 (https://doi.org/10.5281/zenodo.7037980).