cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.vqkbx7
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Potamogeton ×kyushuensis Kadono & Wiegleb"
 ]
}

 The dataset includes 29 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093615-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2g8mds
title: Occurrence Download

description: A dataset containing 22781 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhizophora mangle L."
 ]
}

 The dataset includes 22781 records from 318 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225249-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5kunck
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Synchytrium endobioticum",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006633-250914085247600/datasets/export for details.
DOI: 10.15468/dl.fkn5gq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Synchytrium endobioticum",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006634-250914085247600/datasets/export for details.
DOI: 10.15468/dl.nwwakf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Synchytrium endobioticum",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006635-250914085247600/datasets/export for details.
DOI: 10.21227/7j5t-5147
title: "Secure Cryptographic Federated Learning over Air  Interface in 6G O-RAN"

description: "The integration of federated learning (FL) into 6G O-RAN architectures enhances collaborative model training while preserving data privacy. However, FL still faces challenges such as data corruption by intermediaries and slow convergence rates. To address these issues, this paper employs the Diffie\u2013Hellman (DH) protocol for key management to establish secure shared keys during the initialization phase of FL. These DH keys are subsequently used to derive Advanced Encryption Standard (AES) keys, to encrypt weights. In parallel, FedProx is adopted to promote faster and more stable convergence. To mitigate parameter inversion attacks across the fronthaul interface, Medium Access Control Security (MACsec) is applied to ensure the confidentiality and integrity of transmitted data. Furthermore, to counter Byzantine behaviors, we integrate access control mechanisms to filter malicious participants and utilize Binary Cross-Entropy (BCE) to detect and exclude free-riders during weight aggregation. The overall security challenge is formulated as a Markov Decision Process (MDP) and solved using the Soft Actor-Critic (SAC) algorithm. Experimental results demonstrate that the proposed framework achieves a 20\\% improvement in convergence speed, a 0.03\\% increase in attack prevention effectiveness, and a 0.04\\% reduction in packet drop rate compared with secure aggregation (SA) and homomorphic encryption (HE) baselines."
DOI: 10.15468/dl.x33dkz
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Oryzias mekongensis)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006636-250914085247600/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.28194704
title: Uneven Distribution of Natural Energy Resources Impacts on Systemwide Energy Return on Investment

description: Supplemental material for the article, titled as "Uneven Distribution of Natural Energy Resources Impacts on Systemwide Energy Return on Investment".
DOI: 10.6084/m9.figshare.28194704.v1
title: Uneven Distribution of Natural Resources Impacts on Systemwide Energy Return on Investment

description: Supplemental material for the article, titled as "Uneven Distribution of Natural Resources Impacts on Systemwide Energy Return on Investment".
DOI: 10.6084/m9.figshare.28194704.v2
title: Uneven Distribution of Natural Energy Resources Impacts on Systemwide Energy Return on Investment

description: Supplemental material for the article, titled as "Uneven Distribution of Natural Energy Resources Impacts on Systemwide Energy Return on Investment".
DOI: 10.60893/figshare.apl.29920658
title: Supplementary Information

description: The supplementary material contains Experimental and characterization techniques, Structural, Morphological and elemental analysis, theoretical results, and thermoelectric transport properties of Cu2SnS3-based compounds.
DOI: 10.60893/figshare.apl.29920658.v1
title: Supplementary Information

description: The supplementary material contains Experimental and characterization techniques, Structural, Morphological and elemental analysis, theoretical results, and thermoelectric transport properties of Cu2SnS3-based compounds.
DOI: 10.15468/dl.nv9ecd
title: Occurrence Download

description: A dataset containing 500 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence)",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Setora postornata"
 ]
}

 The dataset includes 500 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006638-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3mbaa6
title: Occurrence Download

description: A dataset containing 53122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "OccurrenceStatus is Present",
 "PublishingOrg is 1928bdf0-f5d2-11dc-8c12-b8a03c50a862",
 "TaxonKey is Coracias garrulus",
 "Year 2000-2025"
 ]
}

 The dataset includes 53122 records from 399 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006612-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17129962
title: Abel transform for longitudinal phase space reconstruction
DOI: 10.5281/zenodo.17129963
title: Abel transform for longitudinal phase space reconstruction
DOI: 10.15468/dl.eqxur7
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Synchytrium endobioticum",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006639-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ufptbj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is one of (Carex nigra, Carex ovalis, Carex pallescens, Carex pendula, Carex remota, Carex strigosa, Carex sylvatica, Carpinus betulus, Castanea sativa, Centaurea nigra, Centaurium erythraea, Cerastium fontanum, Cerastium glomeratum, Chamerion angustifolium, Chrysosplenium oppositifolium, Circaea lutetiana, Cirsium arvense, Cirsium palustre, Cirsium vulgare, Conopodium majus, Convallaria majalis, Convolvulus arvensis, Cornus sanguinea, Coronopus didymus, Corylus avellana, Crassula helmsii, Crataegus monogyna, Crataegus x media, Crepis capillaris, Cygnosurus cristatus, Cymbalaria muralis, Cytisus scoparius, Dactylis glomerata, Dactylorhiza fuchsii, Dactylorhiza praetermissa, Deschampsia cespitosa, Deschampsia flexuosa, Digitalis purpurea, Dryopteris aemula, Dryopteris affinis, Dryopteris carthusiana, Dryopteris dilatata, Dryopteris filix-mas, Elodea canadensis, Elodea nuttallii, Epilobium brunnescens, Epilobium ciliatum, Epilobium hirsutum, Epilobium montanum, Epilobium obscurum)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006591-250914085247600/datasets/export for details.
DOI: 10.15468/dl.6qf6rv
title: Occurrence Download

description: A dataset containing 519 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 (Mimus polyglottos)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 519 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006640-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17100113
title: Riboclette Data

description: In this deposit, we publish the Riboclette dataset, consisting of three parts:



Checkpoints.zip


This file consists of the saved model checkpoints for the trained Riboclette model and its variant,s along with the different baseline models that were used to conduct a benchmark study. 



Data.zip


This file consists of the ribo-seq data that was processed using the Ribo-DT pipeline, along with the final processed data used for training all the machine learning models. 



Inter.zip


This file consists of the Captum-generated attributions using the final pseudolabeled Riboclette model on the different parts of the final dataset. 

 

The initial ribo-seq data can be found on the GEO database [GSE73553, GSE291653]
DOI: 10.15468/dl.fdgdcj
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chetia brevicauda)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006641-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17121947
title: 10k-fraud-detection

description: Description: We provide (to the best of our knowledge) the first publicly available data set of (specific sections of) 10-K reports alongside labels indicating fraudulent behavior. To enable other researchers to replicate or extend our work, we provide transparent descriptions of the data scraping and labeling processes, release our source code, and make the data available. In our paper "Do Companies Reveal Their Own Fraud? - A Novel Data Set for Fraud Detection Based on 10-K Reports", we provide baseline results for a given data split motivated by specific temporal characteristics of fraud.

Scientific Work: This data set accompanies the following research article:Amin, Moustafa & Aßenmacher, Matthias (2025) Do Companies Reveal Their Own Fraud? - A Novel Data Set for Fraud Detection Based on 10-K Reports". In Proceedings of the 10th Workshop on Financial Technology and Natural Language Processing (FinNLP), Suzhou, China (Hybrid). Association for Computational Linguistics.
DOI: 10.5281/zenodo.17121948
title: 10k-fraud-detection

description: Description: We provide (to the best of our knowledge) the first publicly available data set of (specific sections of) 10-K reports alongside labels indicating fraudulent behavior. To enable other researchers to replicate or extend our work, we provide transparent descriptions of the data scraping and labeling processes, release our source code, and make the data available. In our paper "Do Companies Reveal Their Own Fraud? - A Novel Data Set for Fraud Detection Based on 10-K Reports", we provide baseline results for a given data split motivated by specific temporal characteristics of fraud.

Scientific Work: This data set accompanies the following research article:Amin, Moustafa & Aßenmacher, Matthias (2025) Do Companies Reveal Their Own Fraud? - A Novel Data Set for Fraud Detection Based on 10-K Reports". In Proceedings of the 10th Workshop on Financial Technology and Natural Language Processing (FinNLP), Suzhou, China (Hybrid). Association for Computational Linguistics.
DOI: 10.15468/dl.se446r
title: Occurrence Download

description: A dataset containing 53955827 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-75.32579 22.79444,-78.33418 3.35553,-57.96962 -5.90109,-52.64704 5.43827,-57.96962 21.17453,-75.32579 22.79444))"
 ]
}

 The dataset includes 53955827 records from 5664 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006588-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kec8c9
title: Occurrence Download

description: A dataset containing 4794 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Hemidactylus frenatus Duméril & Bibron, 1836"
 ]
}

 The dataset includes 4794 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010266-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u52c7b
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Muscari spreitzenhoferi (Heldr.) Vierh.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 54 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002573-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pnrpeo
title: Occurrence Download

description: A dataset containing 18822 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Delphinus delphis Linnaeus, 1758"
 ]
}

 The dataset includes 18822 records from 170 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002830-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.grscfq
title: Occurrence Download

description: A dataset containing 8398 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lasiurus borealis (Müller, 1776)"
 ]
}

 The dataset includes 8398 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021825-190621201848488/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/8103726
title: Book of Mormon Modified for Information Extraction
DOI: 10.15468/dl.m4prb6
title: Occurrence Download

description: A dataset containing 44261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lavandula angustifolia Mill.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 44261 records from 408 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006509-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s2xab8
title: Occurrence Download

description: A dataset containing 200956 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is one of (Kuwait, Iraq, Iran (Islamic Republic of))"
 ]
}

 The dataset includes 200956 records from 997 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007959-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-02.1955204/2362022
title: Data for EMSL Project 48666 from February 2020
DOI: 10.15468/dl.t6rvt4
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "DatasetKey is R. L. McGregor Herbarium Vascular Plants Collection",
 "OccurrenceStatus is Present",
 "RecordedBy is Douglas C Ingram"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007543-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zu9x3x
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Reithrodontomys darienensis Pearson, 1939"
 ]
}

 The dataset includes 49 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013214-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zwlju2
title: Occurrence Download

description: A dataset containing 665 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Triplostegia Wall. ex DC.",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 665 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013214-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-03.1959206/2362023
title: Data for EMSL Project 48666 from March 2020
DOI: 10.15468/dl.xk4vm4
title: Occurrence Download

description: A dataset containing 3153 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Iva xanthiifolia Nutt."
 ]
}

 The dataset includes 3153 records from 221 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007567-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.twrjpr
title: Occurrence Download

description: A dataset containing 246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Manidae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 246 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013215-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-02.1941447/2362024
title: Data for EMSL Project 48666 from February 2020
DOI: 10.15468/dl.ct2e92
title: Occurrence Download

description: A dataset containing 24085 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erysimum cheiranthoides L.",
 "HasCoordinate is true",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 24085 records from 178 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018383-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-02.1940554/2362025
title: Data for EMSL Project 48666 from February 2020
DOI: 10.15468/dl.5s3ciy
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cortinarius vesterholtii Frøslev & T.S.Jeppesen"
 ]
}

 The dataset includes 17 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013215-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-03.1968487/2362026
title: Data for EMSL Project 48666 from March 2020
DOI: 10.15468/dl.afg53w
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eulophia falcigera (Rchb.f.) M.W.Chase, Kumar & Schuit."
 ]
}

 The dataset includes 81 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048939-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zrebbp
title: Occurrence Download

description: A dataset containing 108187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vanellus vanellus (Linnaeus, 1758)",
 "Country is United Kingdom of Great Britain and Northern Ireland"
 ]
}

 The dataset includes 108187 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013216-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-02.1939956/2362027
title: Data for EMSL Project 48666 from February 2020
DOI: 10.15468/dl.esyvu9
title: Occurrence Download

description: A dataset containing 593 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erigeron alpicola (Makino) Makino"
 ]
}

 The dataset includes 593 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048943-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-04.1980213/2362028
title: Data for EMSL Project 48666 from April 2020