cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.9ud2j7
title: Occurrence Download

description: A dataset containing 738 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gastropoda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((150 40,160 40,160 50,150 50,150 40))"
 ]
}

 The dataset includes 738 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019538-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25378/janelia.28811129
title: Unsupervised pretraining in biological neural network

description: This dataset include all the behavioral and neural data for the paper "Unsupervised pretraining in biological neural network". Please see the paper and code repository for more details about the data acquisition and analysis.Data files:<br><b>\beh</b> contains behavioral data of all recording sessions of all experiments<b>\beh\Unsupervised_pretraining_behavior</b> contains behavioral data of 3 different cohorts:Beh_pretrain_on_nat_image.npy: pretrained and task learning on the same naturalistic stimuli.Beh_pretrain_on_grat_image.npy: pretrained on gratings while task learning on naturalistic stimuli.Beh_no_pretrain.npy: no pretraining and task learning on naturalistic stimuli.<b>\spk</b> contains all recording sessions<b>\SVD_dec </b>contains the dimensionality reduction of neural activity (keeping the first 400 PCs) for all recording sessions<b>\retinotopy</b> contains the retinotopy information of recorded neurons
DOI: 10.25378/janelia.28811129.v2
title: Unsupervised pretraining in biological neural network

description: This dataset include all the behavioral and neural data for the paper "Unsupervised pretraining in biological neural network". Please see the paper and code repository for more details about the data acquisition and analysis.Data files:<br><b>\beh</b> contains behavioral data of all recording sessions of all experiments<b>\beh\Unsupervised_pretraining_behavior</b> contains behavioral data of 3 different cohorts:Beh_pretrain_on_nat_image.npy: pretrained and task learning on the same naturalistic stimuli.Beh_pretrain_on_grat_image.npy: pretrained on gratings while task learning on naturalistic stimuli.Beh_no_pretrain.npy: no pretraining and task learning on naturalistic stimuli.<b>\spk</b> contains all recording sessions<b>\SVD_dec </b>contains the dimensionality reduction of neural activity (keeping the first 400 PCs) for all recording sessions<b>\retinotopy</b> contains the retinotopy information of recorded neurons
DOI: 10.25378/janelia.28811129.v1
title: Unsupervised pretraining in biological neural network

description: This dataset include all the behavioral and neural data for the paper "Unsupervised pretraining in biological neural network". Please see the paper and code repository for more details about the data acquisition and analysis.Data files:<br><b>\beh</b> contains behavioral data of all recording sessions of all experiments<b>\beh\Unsupervised_pretraining_behavior</b> contains behavioral data of 3 different cohorts: Beh_pretrain_on_nat_image.npy: pretrained and task learning on the same naturalistic stimuli. Beh_pretrain_on_grat_image.npy: pretrained on gratings while task learning on naturalistic stimuli.Beh_no_pretrain.npy: no pretraining and task learning on naturalistic stimuli.<b>\spk</b> contains all recording sessions<b>\retinotopy</b> contains the retinotopy information of recorded neurons
DOI: 10.15468/dl.rfdzyy
title: Occurrence Download

description: A dataset containing 1 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 (Pitangus sulphuratus)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086879-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ker8r
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pluchea carolinensis",
 "Country is Tonga",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086875-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25326/603
title: Trace gases, Zoétélé, Cameroon

description: Monthly gases concentrations (in ppb) of sulfur dioxide, nitric acid, ammonia, nitrogen dioxide and ozone are measured using INDAAF passive samplers technique. Passive sampling technique uses the property of molecular diffusion of gases into the sampling device where they are collected on an impregnated filter or adsorbent material. The advantages of passive sampling technique is that it is  generally easy to carry out and low cost compared to active sampling technique to achieve mean or integrated-time concentrations. The sampling technique is conform to WMO-GAW guidelines (<a href="https://library.wmo.int/records/item/41112-report-on-passive-samplers-for-atmospheric-chemistry-measurements-and-their-role-in-gaw">GAW-WMO Report n°122, 1998</a>).
Samplers are exposed at about 1.5–3m above the ground using duplicates for each gas. The INDAAF passive samplers were developed and prepared at the Laboratoire d’Aérologie (LAERO) and then were sent each two months on measurement sites. Samplers were sent back to Laero for chemical analysis using ionic chromatography (IC). The LAERO analytical lab participates bi-annually to the WMO-GAW quality assurance program for soluble trace compounds measured by Ion Chromatography (IC). The results of these inter-comparisons are available under the reference 700106 at the following address: http://qasac-americas.org/. According to these WMO inter-comparison tests, analytical precision is estimated to be 5% or better for all ions.
DOI: 10.5281/zenodo.18802256
title: Robust-ComBat: Mitigating Outlier Effects in Diffusion MRI Data Harmonization

description: Data used for producing the results reported in the paper
DOI: 10.5281/zenodo.18802255
title: Robust-ComBat: Mitigating Outlier Effects in Diffusion MRI Data Harmonization

description: Data used for producing the results reported in the paper
DOI: 10.15468/dl.zyxsdn
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",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Lamprologus ornatipinnis"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002075-260226173443078/datasets/export for details.
DOI: 10.15468/dl.ykx8tw
title: Occurrence Download

description: A dataset containing 6166631 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "OccurrenceStatus is Present",
 "BasisOfRecord is Specimen",
 "TaxonKey is Tracheophyta",
 "HasCoordinate is false",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6166631 records from 508 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002044-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fcbqk5
title: Occurrence Download

description: A dataset containing 23891 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , Cenchrus clandestinus, , , , , , , , , , , , Curvularia platzii, , , , Coprosma cordicarpa, , Pennisetum clandestinum, Collaria oleosa)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 23891 records from 234 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002074-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.22msgn
title: Occurrence Download

description: A dataset containing 23891 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , Cenchrus clandestinus, , , , , , , , , , , , Curvularia platzii, , , , Coprosma cordicarpa, , Pennisetum clandestinum, Collaria oleosa)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 23891 records from 234 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002076-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17028/rd.lboro.31430506
title: Supplementary information files for "Influence of grain arrangement on particle mobility and patterns of variability between gravel bed rivers"

description: Supplementary information files for article "Influence of grain arrangement on particle mobility and patterns of variability between gravel bed rivers"<br><br>The grain-scale arrangement of gravel is important in controlling the stability of river beds, sediment supply and geomorphic adjustment of river channels. However, the influence of gravel bed texture on grain mobility is difficult to quantify because differences in flow history and sediment composition influence the development of bed structure between different channels. In this study, gravel surface observations obtained from Structure-from-Motion photogrammetry were compared with particle entrainment resistance forces, obtained using in situ grain force tests across 45 exposed gravel patches (2,921 grains), to investigate the influence of grain arrangement on particle mobility between rivers. Grain sorting, imbrication and surface roughness were predominantly controlled by particle size. Even when differences in grain size were accounted for, correlations between individual surface-structure metrics and grain mobility were weak, suggesting additional complexity between sites such as grain shape variability. Each of the sampled beds was categorized into one of four groupings, based on combinations of bed surface-structure and grain shape, using cluster analysis. Grain mobility was significantly different between bed types; for example, sites with well sorted, flat and imbricate grains were ∼25% more stable than sites with spherical, non-imbricated grains. These findings are important for river modeling and management, because they can be used to develop better predictions for grain mobility thresholds at the-scale. The classification of surface textures according to the four identified bed types could help to predict grain mobility with limited data, but this would require further validation.<br><br>© The Author(s), CC By 4.0
DOI: 10.17028/rd.lboro.31430506.v1
title: Supplementary information files for "Influence of grain arrangement on particle mobility and patterns of variability between gravel bed rivers"

description: Supplementary information files for article "Influence of grain arrangement on particle mobility and patterns of variability between gravel bed rivers"<br><br>The grain-scale arrangement of gravel is important in controlling the stability of river beds, sediment supply and geomorphic adjustment of river channels. However, the influence of gravel bed texture on grain mobility is difficult to quantify because differences in flow history and sediment composition influence the development of bed structure between different channels. In this study, gravel surface observations obtained from Structure-from-Motion photogrammetry were compared with particle entrainment resistance forces, obtained using in situ grain force tests across 45 exposed gravel patches (2,921 grains), to investigate the influence of grain arrangement on particle mobility between rivers. Grain sorting, imbrication and surface roughness were predominantly controlled by particle size. Even when differences in grain size were accounted for, correlations between individual surface-structure metrics and grain mobility were weak, suggesting additional complexity between sites such as grain shape variability. Each of the sampled beds was categorized into one of four groupings, based on combinations of bed surface-structure and grain shape, using cluster analysis. Grain mobility was significantly different between bed types; for example, sites with well sorted, flat and imbricate grains were ∼25% more stable than sites with spherical, non-imbricated grains. These findings are important for river modeling and management, because they can be used to develop better predictions for grain mobility thresholds at the-scale. The classification of surface textures according to the four identified bed types could help to predict grain mobility with limited data, but this would require further validation.<br><br>© The Author(s), CC By 4.0
DOI: 10.34810/data2646
title: Corona inception and complete breakdown voltages in air under AC, positive DC, and negative DC supply at different p·d values

description: This dataset contains experimental measurements of corona inception voltage (CIV) and breakdown voltage for air at various pressures and electrode gap distances, obtained under alternating current (AC), positive direct current (DC+), and negative direct current (DC–) excitation. All experiments were conducted in a controlled high-voltage laboratory using a rod-to-plane electrode configuration and a low-pressure chamber. The results are compared with the Paschen curve for air as reported by Dakin et al. (1974).
 This dataset supports studies of gas discharge behavior, corona inception mechanisms, and complete breakdown characteristics under different voltage polarities and pressures.
DOI: 10.15468/dl.8hrat7
title: Occurrence Download

description: A dataset containing 10679 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is University of Michigan Herbarium",
 "TaxonKey is Fungi",
 "TypeStatus is one of (Type, Isotype, Paratype, Holotype, Syntype, Isosyntype, Lectotype, Isolectotype, Isoparatype, Neotype, Isoneotype)"
 ]
}

 The dataset includes 10679 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002077-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wx6v45
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lycodon gongshan"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002079-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.areake
title: Occurrence Download

description: A dataset containing 1291731 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "OccurrenceStatus is Present",
 "BasisOfRecord is Specimen",
 "TaxonKey is Tracheophyta",
 "StateProvince is Bahia"
 ]
}

 The dataset includes 1291731 records from 286 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002045-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jspcn
title: Occurrence Download

description: A dataset containing 23891 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , Cenchrus clandestinus, , , , , , , , , , , , Curvularia platzii, , , , Coprosma cordicarpa, , Pennisetum clandestinum, Collaria oleosa, , , , , , Kikuyuochloa cladestina, , , , , , , Pennisetum clandestinum, , , , , , , , , , , , , , , , , , , , , , , , Kikuyuochloa clandestina, , , , Pennisetum inclusum, , )",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 23891 records from 234 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002078-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.syme53
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",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Lamprologus signatus"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002082-260226173443078/datasets/export for details.
DOI: 10.15468/dl.a7amp2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acacia multipinnata, Acacia multispicata, Fabaceae, Acacia paraensis, Fabaceae, Senegalia, Acacia sessilispica, Fabaceae, Acaciella angustissima, Acalypha brasiliensis)",
 {
 "or" : [
 "Year is greater than or equal to 1850",
 "HasCoordinate is true"
 ]
 },
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "Continent is one of (South America, North America)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002056-260226173443078/datasets/export for details.
DOI: 10.18150/dtkolp
title: Photostable π-Expanded Furans via Base-Mediated Quinone Oxygen-Annulation

description: The file consists of data that support the findings of this study, including synthetic protocols, analytical data, spectroscopic data, and computational data.
DOI: 10.18150/c8edld
title: Dataset on impact the non-homogenous temperature field on measurement results of QCM sensor characteristics

description: This dataset comprises measurements of the impedance characteristics of a quartz microbalance under conditions of induced non-homogenous thermal fields.The set of data contains:Data_description.txt - additional, more detailed information about the conditions of the experimentA6_BeamLocation.jpg - photograph of the sensor mounted in the holder, with the beam location visibleA6_IRMeasAreaLocation.png - screenshot of the sensor thermogram with marked regions for temperature analysisA6_BondingArea.jpg - microscopic image of the region where the sensor interfaces with the holderA6_T_ravi.txt - measurement data of sensor temperature in the areas defined in the A6_IRMeasAreaLocation.png fileA6_T_ref.txt - measurement data of RTD sensor temperature in the Tref areaA6_TimePoint.txt - list of time points at which impedance characteristics were recordedA6_Z_Meas.zip - measurement data of sensor impedance characteristics at time points from p1 to p32 during the experimentA6_IR_Meas.zip - sensor time point thermograms from p1 to p32 during the experimentPlease read the ReadMe.txt and Data_description.txt file for additional information.
DOI: 10.15468/dl.swz23s
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",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Lamprologus stappersi"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002083-260226173443078/datasets/export for details.
DOI: 10.15468/dl.h9avg7
title: Occurrence Download

description: A dataset containing 695557 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-20 -38,55 -38,55 38,-20 38,-20 -38))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Paridae"
 ]
}

 The dataset includes 695557 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002026-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id121074.1
title: StrainInfo SI-ID 121074.1

description: StrainInfo dataset 121074 about a strain of Penicillium janthinellum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id121075.1
title: StrainInfo SI-ID 121075.1

description: StrainInfo dataset 121075 about a strain of Penicillium janthinellum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id121076.1
title: StrainInfo SI-ID 121076.1

description: StrainInfo dataset 121076 about a strain of Penicillium janthinellum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.