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

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Galium album × verum)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056772-251120083545085/datasets/export for details.
DOI: 10.3535/6al-r3l-cm1
title: Thyatira batis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/b3k-022-1mq
title: Cucullia umbratica (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lr8-kz7-e08
title: Glaucopsyche alexis (Poda, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/59w-ykn-3zb
title: Phengaris Doherty, 1891

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wym-mq3-gc4
title: Dryobotodes (Dryobotodes) eremita Fabricius, 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17954332
title: Operando XPS studies of precisely size-selected Pd nano-catalysts for methane oxidation - Raw data used in Graphs

description: Raw Data supporting submission to Faraday Discussion 

“Bridging the gap from surface science to heterogeneous catalysis”

The text files contain the normalised raw data for each graph and the name of the original file (on the Diamond Server; beamtime experiment numbers: SI29320 and SI29935).
DOI: 10.3535/al6-6bh-h3z
title: Clostera curtula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17954331
title: Operando XPS studies of precisely size-selected Pd nano-catalysts for methane oxidation - Raw data used in Graphs

description: Raw Data supporting submission to Faraday Discussion 

“Bridging the gap from surface science to heterogeneous catalysis”

The text files contain the normalised raw data for each graph and the name of the original file (on the Diamond Server; beamtime experiment numbers: SI29320 and SI29935).
DOI: 10.35079/hbm443.tqkq.624
title: RNAseq data from the kidney (right) of a 28-year-old black or african american male
DOI: 10.3535/m4s-zj6-lcr
title: Diacrisia sannio (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/y3n-ssw-6hy
title: Parascotia fuliginaria (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/r9f-65e-98d
title: Agriphila selasella Hübner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/af4-7cv-zzg
title: Athetis (Hydrillula) Tams, 1938

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hv3-6v5-pap
title: Dypterygia scabriuscula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/glc-bx9-mz8
title: Lithophane (Lithophane) consocia Borkhausen, 1792

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/s8s-vl3-r0e
title: Agriphila inquinatella [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vnk-rm1-c46
title: Ochropacha duplaris (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wxq-14p-ss2
title: Agriphila selasella Hübner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.16926945
title: Adjusted bulk density data in the Hungarian Soil Information and Monitoring System
title: Korrigált térfogattömeg adatok a Talajvédelmi Információs és Monitoring Rendszerben (TIM)

description: This dataset provides corrected bulk density (BD) values and their associated uncertainty estimates for 4,340 soil genetic horizons across 1,236 monitoring sites of the Hungarian Soil Information and Monitoring System. The correction was achieved by developing a pedotransfer function (PTF) based on the Hungarian Detailed Soil Hydro-physical Database (Hungarian acronym: MARTHA) and advanced machine learning algorithms. Soil properties (i.e., soil organic carbon, pH in water, and sand, silt, and clay content) together with environmental covariates, used as proxies for the soil forming factors, were integrated into the PTF development to improve predictive performance.

Uncertainty of the BD predictions is provided in two forms: (1) the 90% prediction interval (defined by its lower and upper limits, within which the true value is expected to occur nine times out of ten), and (2) the standard error of the corrected BD values. To ensure transparency, reproducibility, and open access, the corrected BD values, their corresponding uncertainty estimates, and the developed code are publicly available.

For more details / to cite this dataset please use:

Sohrab, S., Szabó, B., Pásztor, L., Makó, A., Szatmári, G. (2025). Adjusting bulk density observations in the Hungarian Soil Information and Monitoring System using pedotransfer functions. European Journal of Soil Science 76, e70245.

Codes are available on GitHub:

https://github.com/Mehrsoh/Soil-BD-Correction

Description of the files:

Two versions of the same dataset are provided, differing only in file format: (1) "HUN-SIMS_BD_corrected.csv" – CSV format (separated by semicolon), and (2) "HUN-SIMS_BD_corrected.xlsx" – Microsoft Excel format. The table below summarizes the column names, units, and data formats, and also provides a description for each column. Note that the coordinate reference system is the Hungarian Unified National Projection System (HD72/EOV; EPSG: 23700). For more details, see https://epsg.io/23700.






Column name



Format



Unit



Description





PROFILE_ID



string



-



Identifier of monitoring sites in the Hungarian Soil Information and Monitoring System





LAYER_ID



string



-



Identifier of soil genetic horizons at a monitoring site





X



numeric



[m]



X coordinate





Y



numeric



[m]



Y coordinate





TOP



numeric



[cm]



Upper depth boundary of soil genetic horizons





BOTTOM



numeric



[cm]



Lower depth boundary of soil genetic horizons





BD_CORRECTED



numeric



[g·cm-3]



Bias-corrected bulk density value





Q_05



numeric



[g·cm-3]



5th quantile; lower limit of the 90% prediction interval





Q_95



numeric



[g·cm-3]



95th quantile; upper limit of the 90% prediction interval





SE



numeric



[g·cm-3]



Standard error of the bias-corrected bulk density value
DOI: 10.35079/hbm396.jhns.692
title: RNAseq data from the kidney (right) of a 28-year-old black or african american male
DOI: 10.3535/195-1ac-q8h
title: Acronicta (Hyboma) strigosa ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.16926944
title: Adjusted bulk density data in the Hungarian Soil Information and Monitoring System
title: Korrigált térfogattömeg adatok a Talajvédelmi Információs és Monitoring Rendszerben (TIM)

description: This dataset provides corrected bulk density (BD) values and their associated uncertainty estimates for 4,340 soil genetic horizons across 1,236 monitoring sites of the Hungarian Soil Information and Monitoring System. The correction was achieved by developing a pedotransfer function (PTF) based on the Hungarian Detailed Soil Hydro-physical Database (Hungarian acronym: MARTHA) and advanced machine learning algorithms. Soil properties (i.e., soil organic carbon, pH in water, and sand, silt, and clay content) together with environmental covariates, used as proxies for the soil forming factors, were integrated into the PTF development to improve predictive performance.

Uncertainty of the BD predictions is provided in two forms: (1) the 90% prediction interval (defined by its lower and upper limits, within which the true value is expected to occur nine times out of ten), and (2) the standard error of the corrected BD values. To ensure transparency, reproducibility, and open access, the corrected BD values, their corresponding uncertainty estimates, and the developed code are publicly available.

For more details / to cite this dataset please use:

Sohrab, S., Szabó, B., Pásztor, L., Makó, A., Szatmári, G. (2025). Adjusting bulk density observations in the Hungarian Soil Information and Monitoring System using pedotransfer functions. European Journal of Soil Science 76, e70245.

Codes are available on GitHub:

https://github.com/Mehrsoh/Soil-BD-Correction

Description of the files:

Two versions of the same dataset are provided, differing only in file format: (1) "HUN-SIMS_BD_corrected.csv" – CSV format (separated by semicolon), and (2) "HUN-SIMS_BD_corrected.xlsx" – Microsoft Excel format. The table below summarizes the column names, units, and data formats, and also provides a description for each column. Note that the coordinate reference system is the Hungarian Unified National Projection System (HD72/EOV; EPSG: 23700). For more details, see https://epsg.io/23700.






Column name



Format



Unit



Description





PROFILE_ID



string



-



Identifier of monitoring sites in the Hungarian Soil Information and Monitoring System





LAYER_ID



string



-



Identifier of soil genetic horizons at a monitoring site





X



numeric



[m]



X coordinate





Y



numeric



[m]



Y coordinate





TOP



numeric



[cm]



Upper depth boundary of soil genetic horizons





BOTTOM



numeric



[cm]



Lower depth boundary of soil genetic horizons





BD_CORRECTED



numeric



[g·cm-3]



Bias-corrected bulk density value





Q_05



numeric



[g·cm-3]



5th quantile; lower limit of the 90% prediction interval





Q_95



numeric



[g·cm-3]



95th quantile; upper limit of the 90% prediction interval





SE



numeric



[g·cm-3]



Standard error of the bias-corrected bulk density value
DOI: 10.3535/g6m-2nw-zw9
title: Mythimna (Mythimna) impura Hübner, 1808

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/f7a-9r5-e05
title: Acronicta (Subacronicta) megacephala ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/81l-m7p-hb1
title: Glaucopsyche alexis (Poda, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jnk-dhx-ega
title: Lithophane (Lithophane) consocia Borkhausen, 1792

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.35079/hbm725.brbb.566
title: RNAseq data from the kidney (right) of a 28-year-old black or african american male
DOI: 10.3535/st2-m2g-8vj
title: Dypterygia scabriuscula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hx4-ze6-rbn
title: Plodia interpunctella (Hübner, 1813)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vj6-8h5-1h1
title: Dypterygia scabriuscula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/z21-qt0-93p
title: Sideridis (Heliophobus) reticulata Goeze, 1781

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6sk-jlt-tmp
title: Xestia (Megasema) c-nigrum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/99h-dav-f6v
title: Opigena polygona [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hvd-9we-zm6
title: Agriphila tristellus [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zsp-txt-k8n
title: Tethea (Tethea) ocularis (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vpr-c4j-50k
title: Apamea (Apamea) remissa (Hübner)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.pajd64
title: Occurrence Download

description: A dataset listing the 6 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microhyla berdmorei"
 ]
}

 The dataset's 6 records were derived from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056761-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.35079/hbm775.hgsk.536
title: RNAseq data from the kidney (right) of a 28-year-old black or african american male
DOI: 10.3535/j1r-cqr-q2r
title: Catoptria falsella [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jjb-qqr-rp5
title: Dichonia (Griposia) Tams, 1939

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9vl-3v8-k7v
title: Fabriciana adippe ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9vm-2xe-q5n
title: Aglais urticae (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17026/ar/al5e5e
title: PAN-00174051 - Late Medieval/modern spoon group D

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00174051&lt;/p&gt;
description: Modified: 2025-05-08T10:43:27+02:00
DOI: 10.3535/k82-6cw-a4s
title: Agriphila selasella Hübner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/34e-6th-k4g
title: Agrochola (Anchoscelis) Guenée, 1839

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hpz-kct-qzj
title: Oeneis jutta Hübner, 1806

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.35079/hbm849.twbf.722
title: RNAseq data from the heart of a 51-year-old white male
DOI: 10.3535/npx-sv5-f7n
title: Scolitantides orion (Pallas, 1771)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/tn1-v9l-1cy
title: Agriphila selasella Hübner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xvp-mbb-h2x
title: Conistra (Conistra) vaccinii (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rwe-7nj-d5h
title: Odontosia sieversii (Ménétriés, 1856)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k7w-8xg-9eb
title: Zophodia convolutella Hübner, 1796

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.35079/hbm667.zcqc.777
title: RNAseq data from the heart of a 51-year-old white male
DOI: 10.3535/2qv-6lx-qcl
title: Hydraecia micacea Esper, 1789

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vk0-kps-fyr
title: Diacrisia sannio (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/b5j-zbz-fhg
title: Scopariinae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/819-y7z-hbb
title: Diarsia dahlii Hübner, 1813

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/r36-45w-n00
title: Fabriciana adippe ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gew-n5j-rne
title: Agriphila selasella Hübner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vz7-2wx-jtq
title: Leptidea sinapis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wdj-zlb-ck4
title: Gonepteryx rhamni (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.35079/hbm865.kzmc.828
title: RNAseq data from the heart of a 25-year-old white female
DOI: 10.3535/38j-ff2-lye
title: Agriphila tristellus [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/7rw-w8h-amc
title: Hydraecia micacea Esper, 1789

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k34-qrr-nqc
title: Caradrina (Paradrina) selini Boisduval, 1840

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gk7-zmn-xye
title: Animalia

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/y2c-s60-dvg
title: Autographa Hübner, 1821

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/axf-q31-7fx
title: Xanthia (Cirrhia) Hübner, 1816

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/7qv-rxh-j99
title: Scopariinae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/d9e-q89-3qq
title: Phengaris Doherty, 1891

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/d4m-qee-j82
title: Mythimna (Mythimna) impura Hübner, 1808

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zvr-fwx-cp0
title: Agrochola (Leptologia) Prout, 1901

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.35079/hbm445.npkw.958
title: RNAseq data from the kidney (left) of a 45-year-old white female
DOI: 10.3535/h38-1lq-c1j
title: Parastichtis suspecta Hübner, 1809

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/le9-1kn-rpm
title: Diacrisia sannio (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/4xn-16w-6zr
title: Lithophane (Lithophane) consocia Borkhausen, 1792

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/g6l-xnx-aek
title: Exaeretia allisella Stainton, 1849

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/43c-q1l-la3
title: Cyaniris semiargus (von Rottemburg, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/pr7-5bz-7a4
title: Dasypolia (Dasypolia) templi Thunberg, 1792

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/134-460-k8y
title: Conistra (Conistra) vaccinii (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.35079/hbm776.qbzf.987
title: ATACseq data from the kidney (left) of a 45-year-old white female
DOI: 10.3535/00b-h0m-ye0
title: Xanthia (Cirrhia) Hübner, 1816

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gyt-4gj-gj8
title: Papilio machaon Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bg8-3tw-sqp
title: Agriphila selasella Hübner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9rh-xfw-yaa
title: Hydraecia micacea Esper, 1789

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bjn-mjw-rd3
title: Xanthia (Cirrhia) Hübner, 1816

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5aa-mg8-m64
title: Tethea (Tethea) ocularis (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.35079/hbm974.gzfh.944
title: ATACseq data from the kidney (left) of a 45-year-old white female
DOI: 10.3535/dyt-7wx-1my
title: Rhizedra lutosa Hübner, 1803

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mnl-s2p-z20
title: Conistra (Conistra) vaccinii (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/j1q-5xz-5gs
title: Scopariinae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/t8r-9qf-h4r
title: Odontosia carmelita (Esper, 1799)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/j67-n2f-fsc
title: Conistra (Conistra) vaccinii (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ma6-lpv-rqn
title: Sideridis (Heliophobus) reticulata Goeze, 1781

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/q01-v7y-zvs
title: Gonepteryx rhamni (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.