cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48597/5emn-3e4y
title: Measurement of Main greenhouse gases and carbon_monoxide at Trollhaugen

description: Measurement of Main greenhouse gases and carbon_monoxide at Trollhaugen
DOI: 10.48597/4xpp-cker
title: Measurement of Main greenhouse gases and carbon_monoxide at Trollhaugen

description: Measurement of Main greenhouse gases and carbon_monoxide at Trollhaugen
DOI: 10.48597/8gf2-c9gf
title: Measurement of Main greenhouse gases and carbon_monoxide at Trollhaugen

description: Measurement of Main greenhouse gases and carbon_monoxide at Trollhaugen
DOI: 10.48597/bcnc-f72s
title: Main greenhouse gases and carbon_monoxide at Trollhaugen

description: Measurement of Main greenhouse gases and carbon_monoxide at Trollhaugen
DOI: 10.48597/k8ns-72kq
title: Measurement of Main greenhouse gases and carbon_monoxide at Trollhaugen

description: Measurement of Main greenhouse gases and carbon_monoxide at Trollhaugen
DOI: 10.48597/nznt-e6u3
title: Measurement of Main greenhouse gases and carbon_monoxide at Trollhaugen

description: Measurement of Main greenhouse gases and carbon_monoxide at Trollhaugen
DOI: 10.48597/ydd4-tyx3
title: Measurement of Main greenhouse gases and carbon_monoxide at Trollhaugen

description: Measurement of Main greenhouse gases and carbon_monoxide at Trollhaugen
DOI: 10.5281/zenodo.14794713
title: Recovery of the forest's protective effect in Vivian windthrow areas in Switzerland

description: This is a dataset of the recovery of different forest structural variables in windthrow areas in Swiss protective forests that were severely damaged by the storm Vivian in 1990. The forest structural variables were extracted from vegetation height models derived from ALS 13 and 31 years after the storm. Recovery was determined based on the ratio of the forest structural variables in the windthrow areas compared to undamaged reference areas. See details on data, analysis methods and sources of explanatory variables in Moos et al. (under review).
DOI: 10.5281/zenodo.14794714
title: Recovery of the forest's protective effect in Vivian windthrow areas in Switzerland

description: This is a dataset of the recovery of different forest structural variables in windthrow areas in Swiss protective forests that were severely damaged by the storm Vivian in 1990. The forest structural variables were extracted from vegetation height models derived from ALS 13 and 31 years after the storm. Recovery was determined based on the ratio of the forest structural variables in the windthrow areas compared to undamaged reference areas. See details on data, analysis methods and sources of explanatory variables in Moos et al. (under review).
DOI: 10.5281/zenodo.15187999
title: Recovery of the forest's protective effect in Vivian windthrow areas in Switzerland

description: This is a dataset of the recovery of different forest structural variables in windthrow areas in Swiss protective forests that were severely damaged by the storm Vivian in 1990. The forest structural variables were extracted from vegetation height models derived from ALS 13 and 31 years after the storm. Recovery was determined based on the ratio of the forest structural variables in the windthrow areas compared to undamaged reference areas. See details on data, analysis methods and sources of explanatory variables in Moos et al. (under review).
DOI: 10.15468/dl.8stbzb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((148.443613 -33.179966, 148.445859 -33.179966, 148.445859 -33.177721, 148.443613 -33.177721, 148.443613 -33.179966)), ((148.443613 -33.179966, 148.439122 -33.179966, 148.439122 -33.182212, 148.443613 -33.182212, 148.443613 -33.179966)), ((148.445859 -33.177721, 148.450351 -33.177721, 148.450351 -33.173229, 148.445859 -33.173229, 148.445859 -33.177721)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057491-240626123714530/datasets/export for details.
DOI: 10.6084/m9.figshare.26426239
title: Adiantum capillus-veneris.gtf

description: Adiantum capillus-veneris annotation.
DOI: 10.6084/m9.figshare.26426239.v1
title: Adiantum capillus-veneris.gtf

description: Adiantum capillus-veneris annotation.
DOI: 10.15468/dl.zasqds
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alsodes montanus (Lataste, 1902)"
 ]
}

 The dataset includes 53 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057492-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.339k86
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.618785 -33.179966, 148.618785 -33.182212, 148.621031 -33.182212, 148.621031 -33.179966, 148.618785 -33.179966))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057493-240626123714530/datasets/export for details.
DOI: 10.15468/dl.49r2xd
title: Occurrence Download

description: A dataset containing 2198435 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-73.66175 45.29103,-74.32578 44.16219,-74.98982 42.06776,-74.37322 41.00267,-74.19557 40.61051,-72.35739 40.82345,-70.57873 40.89519,-69.82663 41.12548,-69.4641 41.64383,-69.0135 42.82027,-67.28227 43.64959,-66.5708 44.70409,-66.95025 45.97095,-67.66172 47.72252,-69.45704 47.57017,-69.65382 47.12888,-71.76451 45.35773,-73.66175 45.29103))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 2198435 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057488-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4m6rjp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.726584 -33.179966, 148.726584 -33.182212, 148.72883 -33.182212, 148.72883 -33.179966, 148.726584 -33.179966))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057494-240626123714530/datasets/export for details.
DOI: 10.15468/dl.k3ywap
title: Occurrence Download

description: A dataset containing 170 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alsodes monticola Bell, 1843"
 ]
}

 The dataset includes 170 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057495-240626123714530/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/9131197
title: Remote sensing datasets with degradations
DOI: 10.15468/dl.3sxnjw
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.331323 -33.182212, 148.331323 -33.186704, 148.335815 -33.186704, 148.335815 -33.182212, 148.331323 -33.182212))"
 ]
}

 The dataset includes 28 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057496-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.793gph
title: Occurrence Download

description: A dataset containing 445 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Azorella biloba (Schltdl.) Wedd."
 ]
}

 The dataset includes 445 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057497-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qressu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.751288 -33.182212, 148.751288 -33.186704, 148.758025 -33.186704, 148.758025 -33.184458, 148.755779 -33.184458, 148.755779 -33.182212, 148.751288 -33.182212))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057498-240626123714530/datasets/export for details.
DOI: 10.15468/dl.kvxpw8
title: Occurrence Download

description: A dataset containing 185 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alsodes nodosus (Duméril & Bibron, 1841)"
 ]
}

 The dataset includes 185 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057501-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8tf4am
title: Occurrence Download

description: A dataset containing 24324 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 {
 "and" : [
 "TaxonKey is Ardeotis australis (J.E.Gray, 1829)",
 "Year is greater than or equal to 2000"
 ]
 }
 ]
}

 The dataset includes 24324 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057500-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvvb8y
title: Occurrence Download

description: A dataset containing 242 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Baccharis arbutifolia (Lam.) Vahl"
 ]
}

 The dataset includes 242 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057503-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jc4nf6
title: Occurrence Download

description: A dataset containing 5648 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cistothorus apolinari Chapman, 1914"
 ]
}

 The dataset includes 5648 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057502-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.txxg2g
title: Occurrence Download

description: A dataset containing 87079 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calandrella brachydactyla (Leisler, 1814)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 87079 records from 158 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057499-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ac5n3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((149.036504 -33.182212, 149.036504 -33.186704, 149.043241 -33.186704, 149.043241 -33.182212, 149.036504 -33.182212))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057504-240626123714530/datasets/export for details.
DOI: 10.15468/dl.d3c4g3
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((148.46158 -33.173229, 148.46158 -33.18895, 148.463825 -33.18895, 148.463825 -33.186704, 148.466071 -33.186704, 148.466071 -33.173229, 148.46158 -33.173229)), ((148.46158 -33.173229, 148.46158 -33.164246, 148.466071 -33.164246, 148.466071 -33.159754, 148.468317 -33.159754, 148.468317 -33.157508, 148.466071 -33.157508, 148.466071 -33.144034, 148.46158 -33.144034, 148.46158 -33.159754, 148.459334 -33.159754, 148.459334 -33.170983, 148.457088 -33.170983, 148.457088 -33.173229, 148.46158 -33.173229)))"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057505-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.376nnt
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alsodes norae Cuevas, 2008"
 ]
}

 The dataset includes 25 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057507-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptk7a5
title: Occurrence Download

description: A dataset containing 1059691 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 2024-06-13",
 "EventDate is less than or equal to 2024-07-13",
 {
 "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 1059691 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057489-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ubmsw5
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is one of (CHN.4_1, TWN.1_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Glyptostrobus pensilis (Staunton ex D.Don) K.Koch"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057508-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b79hbw
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((149.216168 -33.173229, 149.216168 -33.177721, 149.204939 -33.177721, 149.204939 -33.18895, 149.218414 -33.18895, 149.218414 -33.182212, 149.22066 -33.182212, 149.22066 -33.179966, 149.218414 -33.179966, 149.218414 -33.177721, 149.22066 -33.177721, 149.22066 -33.173229, 149.216168 -33.173229))"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057509-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/09ng-rv70
title: Network Image datasets for IDS using Anomaly Detection

description: As the world increasingly becomes more interconnected, the demand for safety and security is ever-increasing, particularly for industrial networks. This has prompted numerous researchers to investigate different methodologies and techniques suitable for intrusion detection systems (IDS) requirements. Over the years, many studies have proposed various solutions in this regard, including signature-based and machine learning (ML)-based systems. More recently, researchers are considering deep learning (DL)-based anomaly detection approaches. Most proposed works in this research field aim to achieve either one or a combination of high accuracy, considerably low false alarm rates (FARs), high classification specificity and detection sensitivity, lightweight DL models, or other ML and DL-related performance measurement metrics. In this study, we propose a novel method to convert a raw dataset to an image dataset to magnify patterns by utilizing the Short-Term Fourier transform (STFT). The resulting high-quality image dataset allowed us to devise an anomaly detection system for IDS using a simple lightweight convolutional neural network (CNN) that classifies denial of service and distributed denial of service. The proposed methods were evaluated using a modern dataset, CSE-CIC-IDS2018, and a legacy dataset, NSLKDD. We have also applied a combined dataset to assess the generalization of the proposed model across various datasets. Our experimental results have demonstrated that the proposed methods achieved high accuracy and considerably low FARs with high specificity and sensitivity. The resulting loss and accuracy curves have demonstrated the efficacy of our raw dataset to image dataset conversion methodology, which is evident as an excellent generalization of the proposed lightweight CNN model was observed, effectively avoiding overfitting. This holds for both the modern and legacy datasets, including their mixed versions.
DOI: 10.15468/dl.dt22uw
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((148.297636 -33.177721, 148.297636 -33.179966, 148.293145 -33.179966, 148.293145 -33.186704, 148.297636 -33.186704, 148.297636 -33.182212, 148.299882 -33.182212, 148.299882 -33.177721, 148.297636 -33.177721)), ((148.299882 -33.182212, 148.299882 -33.18895, 148.306619 -33.18895, 148.306619 -33.182212, 148.299882 -33.182212)))"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057511-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7yevu2
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alsodes pehuenche Cei, 1976"
 ]
}

 The dataset includes 50 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057512-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9p4xc
title: Occurrence Download

description: A dataset containing 5221 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Grus japonensis (Statius Muller, 1776)"
 ]
}

 The dataset includes 5221 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057513-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r98q6p
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((148.25272 -33.18895, 148.25272 -33.193441, 148.254966 -33.193441, 148.254966 -33.18895, 148.25272 -33.18895)), ((148.25272 -33.18895, 148.25272 -33.186704, 148.250474 -33.186704, 148.250474 -33.18895, 148.25272 -33.18895)), ((148.254966 -33.18895, 148.261703 -33.18895, 148.261703 -33.193441, 148.268441 -33.193441, 148.268441 -33.195687, 148.272932 -33.195687, 148.272932 -33.18895, 148.275178 -33.18895, 148.275178 -33.186704, 148.268441 -33.186704, 148.268441 -33.179966, 148.277424 -33.179966, 148.277424 -33.182212, 148.281916 -33.182212, 148.281916 -33.177721, 148.284161 -33.177721, 148.284161 -33.173229, 148.277424 -33.173229, 148.277424 -33.177721, 148.272932 -33.177721, 148.272932 -33.173229, 148.261703 -33.173229, 148.261703 -33.179966, 148.259458 -33.179966, 148.259458 -33.186704, 148.254966 -33.186704, 148.254966 -33.18895)), ((148.254966 -33.186704, 148.254966 -33.182212, 148.25272 -33.182212, 148.25272 -33.186704, 148.254966 -33.186704)), ((148.284161 -33.177721, 148.284161 -33.182212, 148.288653 -33.182212, 148.288653 -33.177721, 148.284161 -33.177721)), ((148.261703 -33.193441, 148.259458 -33.193441, 148.259458 -33.195687, 148.261703 -33.195687, 148.261703 -33.193441)))"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057514-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13282897
title: Open Data for SLR Artificial Intelligence and Electric Vehicles
title: Exploring the Role of Artificial Intelligence in Enhancing Battery Performance and Mitigating Cybersecurity Threats in Electric Vehicles: A Systematic Literature Review
DOI: 10.5281/zenodo.13282898
title: Open Data for SLR Artificial Intelligence and Electric Vehicles
title: Exploring the Role of Artificial Intelligence in Enhancing Battery Performance and Mitigating Cybersecurity Threats in Electric Vehicles: A Systematic Literature Review
DOI: 10.15468/dl.mbp687
title: Occurrence Download

description: A dataset containing 851 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 {
 "and" : [
 "TaxonKey is Ardeotis australis (J.E.Gray, 1829)",
 "Year is 2000"
 ]
 }
 ]
}

 The dataset includes 851 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057516-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qyradn
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.652472 -33.182212, 148.652472 -33.186704, 148.650227 -33.186704, 148.650227 -33.18895, 148.656964 -33.18895, 148.656964 -33.182212, 148.652472 -33.182212))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057517-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v7vwuh
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alsodes tumultuosus Veloso, Iturra-Constant & Galleguillos-G., 1979"
 ]
}

 The dataset includes 28 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057518-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3rzp6n
title: Occurrence Download

description: A dataset listing the 241107 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 241107 records were derived from 3867 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057506-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.