cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17026/dans-xpv-3zay
title: PAN-00036714 - ring (unspecified)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00036714&lt;/p&gt;
description: Modified: 2021-04-23T16:14:43+02:00
DOI: 10.3535/k1f-76j-a36
title: Anaplectoides prasina [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lqt-mna-kze
title: Leucania (Leucania) obsoleta Hübner

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rs8-84g-lx8
title: Cucullia absinthii (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xpv-44jp
title: PAN-00015131 - coin/coin-related, stad (Deventer), rijderschelling

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00015131&lt;/p&gt;
description: Modified: 2019-09-10T10:32:52+02:00
DOI: 10.3535/716-xpn-gn8
title: Cerastis rubricosa [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e35-kby-lsp
title: Conistra (Conistra) vaccinii (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1qf-2xk-gp0
title: Orthosia (Monima) populeti Fabricius, 1781

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j35-z33-p3b
title: Orthosia (Monima) cruda [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xpv-4xpz
title: PAN-00099607 - coin/coin-related, Philips de Schone (1482-1506), halve groot

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00099607&lt;/p&gt;
description: Modified: 2022-06-08T12:29:13+02:00
DOI: 10.3535/2q7-wme-515
title: Orthosia (Orthosia) incerta Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kry-q5x-y1y
title: Mythimna (Hyphilare) ferrago Fabricius, 1787

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g9j-fex-5hp
title: Anorthoa munda [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xpv-55xe
title: PAN-00069462 - cast/forged hooked clasp with two hooks Group D

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00069462&lt;/p&gt;
description: Modified: 2020-03-03T16:08:58+01:00
DOI: 10.3535/mgc-zql-m3m
title: Orthosia (Monima) cerasi Fabricius, 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rn8-2rw-5gc
title: Anarta (Anarta) myrtilli Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jxp-4z5-2s1
title: Jodia croceago [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q8b-8zd-kay
title: Cucullia Schrank, 1802

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xpv-5a4s
title: PAN-00060541 - button with cast solid flat head, integral relatively short rod shaped shank

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00060541&lt;/p&gt;
description: Modified: 2019-10-28T09:52:28+01:00
DOI: 10.3535/pbe-f8f-xyr
title: Cerapteryx graminis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rea-pbt-f9c
title: Lacanobia (Dianobia) suasa [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a9w-qja-ppf
title: Leucania (Leucania) obsoleta Hübner

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3gy-s4g-twc
title: Panolis flammea [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t1y-nbk-x74
title: Mythimna (Mythimna) conigera [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9qh-g7a-49e
title: Orthosia (Monima) cerasi Fabricius, 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vrv-38t-a59
title: Anorthoa munda [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xpv-5zx7
title: Plangebied Esdoornstraat te Stadskanaal
title: Archeologisch vooronderzoek: een bureau- en inventariserend veldonderzoek (verkenning en kartering)

description: &lt;p&gt;Er is tijdens het onderzoek een vuursteenvindplaats aangetroffen&lt;/p&gt;
DOI: 10.3535/864-12b-ysg
title: Allophyes (Allophyes) oxycanthae Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9pj-s1z-5lz
title: Cerastis rubricosa [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rw2-s2q-5qx
title: Allophyes (Allophyes) oxycanthae Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xk8-8g9-43m
title: Conistra (Conistra) vaccinii (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bjc-lt9-fjr
title: Cucullia Schrank, 1802

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/np4-7s1-85h
title: Mythimna (Mythimna) pallens Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.gwz6x5
title: Occurrence Download

description: A dataset containing 3290 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Eudiaptomus gracilis (Sars G.O., 1863)"
 ]
}

 The dataset includes 3290 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090108-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/dans-xpv-68me
title: Archeologisch onderzoek aan de Glasblazerstraat 13 te Ridderkerk. Bureauonderzoek en inventariserend veldonderzoek met boringen.

description: &lt;p&gt;Onderzoeksrapport&lt;/p&gt;
description: Date: 2008-08-14 (veldwerk)
DOI: 10.3535/f5m-21q-mjt
title: Mythimna (Mythimna) pallens Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.fr4htu
title: Occurrence Download

description: A dataset containing 36174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Esox lucius Linnaeus, 1758",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 36174 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090106-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/2mh-hly-7ew
title: Anarta (Anarta) myrtilli Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z1q-z6t-n3k
title: Cerastis rubricosa [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h0h-s4n-h3k
title: Mythimna (Mythimna) impura Hübner, 1808

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jvw-sk0-dh3
title: Orthosia (Monima) populeti Fabricius, 1781

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.3685n3
title: Occurrence Download

description: A dataset containing 733822 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 {
 "or" : [
 "ScientificName is Achillea millefolium L.",
 "ScientificName is Centaurea jacea L.",
 "ScientificName is Poales",
 "ScientificName is Lotus corniculatus L.",
 "ScientificName is Medicago lupulina L.",
 "ScientificName is Plantago lanceolata L.",
 "ScientificName is Scorzoneroides autumnalis (L.) Moench",
 "ScientificName is Trifolium pratense L."
 ]
 }
 ]
}

 The dataset includes 733822 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090033-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/gkx-5vj-78z
title: Orthosia (Monima) populeti Fabricius, 1781

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xpv-6mhw
title: PAN-00063189 - cast thimble ring, round hand pitted pit shapes

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00063189&lt;/p&gt;
description: Modified: 2020-06-18T10:37:39+02:00
DOI: 10.3535/xfm-sj7-lbt
title: Panolis flammea [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zv0-194-5kx
title: Orthosia (Cororthosia) gracilis [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9wx-yex-lg3
title: Orthosia (Monima) miniosa [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zcg-xzr-rts
title: Orthosia (Orthosia) incerta Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xpv-6t44
title: PAN-00037058 - closed annular brooch with constriction group A2.2

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00037058&lt;/p&gt;
description: Modified: 2019-10-11T15:51:36+02:00
DOI: 10.3535/jh7-vfd-qsr
title: Tholera cespitis [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ncb-4jc-y1w
title: Dryobotodes (Dryobotodes) eremita Fabricius, 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5wt-52v-en1
title: Anarta (Calocestra) trifolii Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/km3-wz9-qls
title: Mythimna (Mythimna) impura Hübner, 1808

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.7mg933
title: Occurrence Download

description: A dataset containing 572 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ips duplicatus Sahlberg, 1836",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 572 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090107-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/dans-xpv-6vnq
title: PAN-00053973 - coin/coin-related, Abtei, denar

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00053973&lt;/p&gt;
description: Modified: 2021-02-01T17:01:46+01:00
DOI: 10.3535/nea-hvn-a7b
title: Lacanobia (Diataraxia) oleracea Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/syn-bq9-3n2
title: Cerapteryx graminis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7xf-hqv-a4y
title: Orthosia (Orthosia) incerta Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w4s-wjp-8jc
title: Tholera cespitis [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.18419/darus-4646
title: Replication Data for: "The Role of Spacer Length in Macrocyclization Reactions Under Confinement"

description: All primary data files associated with this publication, experimental procedures, reaction conditions, and used analytical equipment can be found in detail in the experimental section or the paper's supporting information. Synthesized complexes (Mo1-Mo7) and macrocyclization were characterized via nuclear magnetic resonance (NMR) spectroscopy; the spectra can be found in the NMR folder. NMR Spectra are specified according to the publication number. Crystal data of novel complexes (Mo1, Mo4, and Mo6) is deposited in the Cambridge Structural Database (CSD) of the Cambridge Crystallographic Data Centre (CCDC). BET and ICP-OES data for heterogeneous catalysts are also uploaded.
description: The structure of data and the names of compounds are the same as in the main publication.
DOI: 10.60520/ieda/113583
title: Micro-analytical perspectives for the volcanic rocks of the Millennium Eruption of the Tianchi volcano in the Changbaishan volcanic field, northeast China

description: This dataset includes the whole-rock composition, EPMA, and LA-ICPMS data of the volcanic rocks of the Millennium Eruption of the Tianchi volcano. The EPMA data includes those from matrix glass, different minerals, melt inclusion, and Ti contents in quartz. The LA-ICP-MS data includes the trace element concentrations in the cpx and alkali feldspars.
DOI: 10.15468/dl.bdhf5k
title: Occurrence Download

description: A dataset containing 4624 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Tapirus Brisson, 1762"
 ]
}

 The dataset includes 4624 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033312-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14445769
title: Impact of Flood Events on Sediment Redistribution in Estuaries: An Investigation into the Mechanisms for High SSC Events Observed in the Yellow River  Mouth

description: The data for "Impact of Flood Events on Sediment Redistribution in Estuaries: An Investigation into the Mechanisms for High SSC Events Observed in the Yellow River  Mouth". The file names correspond to the figures in the paper.
DOI: 10.5281/zenodo.14445770
title: Impact of Flood Events on Sediment Redistribution in Estuaries: An Investigation into the Mechanisms for High SSC Events Observed in the Yellow River  Mouth

description: The data for "Impact of Flood Events on Sediment Redistribution in Estuaries: An Investigation into the Mechanisms for High SSC Events Observed in the Yellow River  Mouth". The file names correspond to the figures in the paper.
DOI: 10.5281/zenodo.14409984
title: deepFPlearn - datasets, models, and configurations

description: This repository contains



all datasets used for training and testing the models

all trained models, and

the JSON configuration files used to train or test the models,


as described in the original publication.

Datasets



dataset_train_ae.[pkl,tsv]: Data used for training the generic autoencoder

dataset_train_fnn.[pkl,csv]: Data used for training the feed forward network (classification task)

dataset_comptox.[pkl,tsv] : Unlabeled data used to provide first predictions

dataset_predictions_comptox_all.csv : Results of predicting the unlabeled data with all models individually


Models



model_trained_ae*: trained Autoencoder (ae) model as published in https://doi.org/10.1093/bib/bbac257



model_trained_ae_weights.hdf5: the weights of the trained model, represents input for the prediction tasks

model_trained_ae_saved_model.tar: the full model, can also be loaded and used for prediction



model_trained_fnn_[AR, ER, GR, TR, Aromatase, PPARg, ED]*: Classification models as published in https://doi.org/10.1093/bib/bbac257 for the different targets androgen (AR), estrogen (ER), glucocorticoid (GR), and thyroid receptors (TR), Aromatase, PPARg, and more generally with endocrine disruption (ED).



model_trained_fnn_[target]_model.weights.hdf5: the weights of the trained model, represents input for the prediction tasks

model_trained_fnn_[target]_saved_model.tar: the full model, can also be loaded and used for prediction

model_trained_fnn_[target]_history.[csv,svg]: the training history (all logged metrics) as table and x-y plot

model_trained_fnn_[target]_predicted.testdata: the predictions on the test data after training




Configuration files



configFile_train_ae.json: Train the autoencoder

configFile_train_fnn.json: Train the feed forward network without including the autoencoder (on uncompressed fingerprints)

configFile_train_fnn_compressed.json: Train the feed forward network including the autoencoder (on compressed/encoded fingerprints)

configFile_predict_comptox_[target].json: Use the trained autoencoder and each (w.r.t. target) of the trained feed forward models to predict the unlabeled comptox dataset
DOI: 10.5281/zenodo.14409985
title: deepFPlearn - datasets, models, and configurations

description: This repository contains



all datasets used for training and testing the models

all trained models, and

the JSON configuration files used to train or test the models,


as described in the original publication.

Datasets



dataset_train_ae.[pkl,tsv]: Data used for training the generic autoencoder

dataset_train_fnn.[pkl,csv]: Data used for training the feed forward network (classification task)

dataset_comptox.[pkl,tsv] : Unlabeled data used to provide first predictions

dataset_predictions_comptox_all.csv : Results of predicting the unlabeled data with all models individually


Models



model_trained_ae*: trained Autoencoder (ae) model as published in https://doi.org/10.1093/bib/bbac257



model_trained_ae_weights.hdf5: the weights of the trained model, represents input for the prediction tasks

model_trained_ae_saved_model.tar: the full model, can also be loaded and used for prediction



model_trained_fnn_[AR, ER, GR, TR, Aromatase, PPARg, ED]*: Classification models as published in https://doi.org/10.1093/bib/bbac257 for the different targets androgen (AR), estrogen (ER), glucocorticoid (GR), and thyroid receptors (TR), Aromatase, PPARg, and more generally with endocrine disruption (ED).



model_trained_fnn_[target]_model.weights.hdf5: the weights of the trained model, represents input for the prediction tasks

model_trained_fnn_[target]_saved_model.tar: the full model, can also be loaded and used for prediction

model_trained_fnn_[target]_history.[csv,svg]: the training history (all logged metrics) as table and x-y plot

model_trained_fnn_[target]_predicted.testdata: the predictions on the test data after training




Configuration files



configFile_train_ae.json: Train the autoencoder

configFile_train_fnn.json: Train the feed forward network without including the autoencoder (on uncompressed fingerprints)

configFile_train_fnn_compressed.json: Train the feed forward network including the autoencoder (on compressed/encoded fingerprints)

configFile_predict_comptox_[target].json: Use the trained autoencoder and each (w.r.t. target) of the trained feed forward models to predict the unlabeled comptox dataset
DOI: 10.15468/dl.gexk5f
title: Occurrence Download

description: A dataset listing the 27 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Registros de conflicto humano-fauna en Ecuador desde el año 2009 al 2022"
 ]
}

 The dataset's 27 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033307-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13828100
title: Summary statistics for PHQ-9 items from 'Depression symptom-specific genetic associations in clinically diagnosed and proxy case Alzheimer's Disease'

description: This repository contains GWAS summary statistics for the PHQ-9 depression symptom items from the paper: "Depression symptom-specific genetic associations in clinically diagnosed and proxy case Alzheimer’s disease", published in Nature Mental Health (https://doi.org/10.1038/s44220-024-00369-0). 

 

 

Files contained here are for the full MTAG meta-analysis and for each of the contributing sample from the UK Biobank (Mental Health Questionnaire and Experience of Pain Questionnaire), GLAD and PROTECT.

File suffix:_mtag_meta_with_N.txt.gz = Full MTAG meta-analysis

File prefix:PHQ9_UKB_MHQ_cont = UK Biobank Mental Health Questionnaire

PHQ9_UKB_pain_cont = UK Biobank Experience of Pain Questionnaire

PHQ9_GLAD_cont_regenie = GLAD

PROTECT_cont_ = PROTECT

 

 

Columns headers correspond as follows:

SNP = rsid of variantCHR = ChromosomeBP = base pair position (GRCh37)EFFECT_ALLELE = Allele corresponding to the beta NON_EFFECT_ALLELE = other alleleBETA = Effect size of the effect alleleSE = Standard error of effect sizeEAFREQ = Allele frequency of effect alleleN = sample sizeP = p-value of effect
DOI: 10.6084/m9.figshare.26105755
title: Household-specific inflation rates for Italy 2015-2023

description: The file "dataset_regression_income.csv" contains a dataset developed in the analysis of inflation heterogeneity for Italian Households in the period 2015-2023.The dataset is the outcome of merging the yearly Household Budget Surveys (HBS) conducted by the Italian National Institute of Statistics (Istat), the Harmonised Index of Consumer Prices (HICP) which is calculated monthly by Istat, according to EU regulations, and the Survey on Households Income and Wealth (SHIW) conducted by Bank of Italy.Mapping price information into consumption decisions and aggregating an individual price index for each household according to a Laspeyres Formula leads to the computation of household-level inflation rates.Furthermore, we compute non-durable equivalent expenditure for each household as a proxy of living standards. The variable is obtained by subtracting durable expenditure from total aggregate expenditure and scaling down by an household equivalent scale (in the benchmark specification, the square root of the household size). The decile distribution of the variable is also computed.Finally, we apply a statistical matching procedure to integrate income information from SHIW data sources. The output is a synthetic dataset containing both expenditure and income information that preserves the joint distribution and correlation structures of the original datasets.The file "ISTAT_MFR_HBS_EUR.csv" is a conversion table that maps ECOICOP items to HBS expenditure voices.