cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/cc508gw
title: CCDC 149217: Experimental Crystal Structure Determination

description: Related Article: H.O.Davies, A.C.Jones, M.A.Motevalli, E.A.McKinnell, P.O'Brien|2005|Inorg.Chem.Commun.|8|585|doi:10.1016/j.inoche.2005.03.025
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc99w9r
title: CCDC 277614: Experimental Crystal Structure Determination

description: Related Article: Peng Wang, Yu-Bin Dong, Jian-Ping Ma, Ru-Qi Huang, M.D.Smith|2005|Inorg.Chem.Commun.|8|596|doi:10.1016/j.inoche.2005.03.014
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc64gzr
title: CCDC 183054: Experimental Crystal Structure Determination

description: Related Article: W.Iwanek, R.Frohlich, A.Wzorek|2005|Inorg.Chem.Commun.|8|603|doi:10.1016/j.inoche.2005.02.016
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc8j698
title: CCDC 253899: Experimental Crystal Structure Determination

description: Related Article: Ding-Xian Jia, Yong Zhang, Jie Dai, Qin-Yu Zhu, Wen Lu, Wen-Juan Guo|2005|Inorg.Chem.Commun.|8|588|doi:10.1016/j.inoche.2005.03.024
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc8x0y3
title: CCDC 265265: Experimental Crystal Structure Determination

description: Related Article: S.Jacquot-Rousseau, A.Khatyr, G.Schmitt, M.Knorr, M.M.Kubicki, O.Blacque|2005|Inorg.Chem.Commun.|8|610|doi:10.1016/j.inoche.2005.03.016
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc8x0z4
title: CCDC 265266: Experimental Crystal Structure Determination

description: Related Article: S.Jacquot-Rousseau, A.Khatyr, G.Schmitt, M.Knorr, M.M.Kubicki, O.Blacque|2005|Inorg.Chem.Commun.|8|610|doi:10.1016/j.inoche.2005.03.016
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc8vpc4
title: CCDC 263976: Experimental Crystal Structure Determination

description: Related Article: D.N.Cheredilin, R.Kadyrov, F.M.Dolgushin, E.V.Balagurova, I.A.Godovikov, S.P.Solodovnikov, I.T.Chizhevsky|2005|Inorg.Chem.Commun.|8|614|doi:10.1016/j.inoche.2005.04.003
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.29713235
title: Track results (File and paths)

description: File and path result
DOI: 10.6084/m9.figshare.29713235.v2
title: Track results (File and paths)

description: File and path result
DOI: 10.15468/dl.g6vkpx
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cinnamomum camphora",
 "Country is Sri Lanka",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079795-250717081556266/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.29713235.v1
title: Track results (File and paths)

description: File and path result
DOI: 10.15468/dl.a7cf8c
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hemidactylus frenatus",
 "Country is Marshall Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 42 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079796-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfgrdu
title: Occurrence Download

description: A dataset containing 1136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aratinga holochlora",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-119.794922 7.710992, -76.992188 7.710992, -76.992188 33.797409, -119.794922 33.797409, -119.794922 7.710992))",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 2000"
 ]
}

 The dataset includes 1136 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079794-250717081556266/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.29588804.v10
title: Training 3D Spatially Embedded Neural Networks for Regression via Gradient Descent

description: This study examines a feed-forward neural network embedded in Euclidean R3 space. Nuclei coordinates condition network parameters. Backpropagating from loss-parameter to loss-coordinate derivatives enables spatially-embedded gradient descent. A dense multi-layer perceptron (MLP) learns price-prediction on the California Housing dataset. The model demonstrates performance comparable to conventional, non-spatial MLP predictions. Robustness examinations via re-initialisation sensitivity tests, and spatial analysis via node ablation and activation imaging, reveal complexity and interpretability characteristics unique to the spatially embedded model.
DOI: 10.15468/dl.x3bmvh
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hemidactylus frenatus",
 "Country is Mauritius",
 "HasCoordinate is true"
 ]
}

 The dataset includes 117 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079797-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.96u5x3
title: Occurrence Download

description: A dataset containing 1338387 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polypodiaceae"
 ]
}

 The dataset includes 1338387 records from 2736 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008014-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1jbnw4
title: Occurrence Download

description: A dataset containing 461 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Orobanche arenaria Borkh.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 461 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004817-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ea54fu
title: Occurrence Download

description: A dataset containing 4148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Zostera marina L., Zostera noltii Hornem.)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 "Geometry POLYGON ((-12.59882 53, 3.499386 53, 3.499386 61.5924, -12.59882 61.5924, -12.59882 53))"
 ]
}

 The dataset includes 4148 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009294-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crxs05
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007657-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1dwwg4
title: Occurrence Download

description: A dataset containing 675 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senecio erraticus Bertol.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 675 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004865-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9t5ub4
title: Occurrence Download

description: A dataset containing 396 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (Tropicos MO Specimen Data, Tropicos Specimens Non-MO, The New York Botanical Garden Herbarium (NY), Herbario Nacional Colombiano (COL), Field Museum of Natural History (Botany) Seed Plant Collection, Specimens from the National Herbarium of Trinidad and Tobago, Plantae of Costa Rica (INBio))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Scaphyglottis prolifera (R.Br.) Cogn."
 ]
}

 The dataset includes 396 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075523-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u4pzfb
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009158-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k6mrgj
title: Occurrence Download

description: A dataset containing 7902 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium incarnatum L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7902 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004909-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r7t6wa
title: Occurrence Download

description: A dataset containing 178629705 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Living Specimen, Fossil, Specimen, Material sample, Material citation)",
 {
 "or" : [
 "IdentifiedBy is not null",
 "RecordedBy is not null"
 ]
 },
 {
 "or" : [
 {
 "not" : {
 "VerbatimScientificName" : [
 "is not null"
 ]
 }
 },
 {
 "not" : {
 "or" : [
 "VerbatimScientificName ~*BOLD:*",
 "VerbatimScientificName ~*BOLD-*",
 "VerbatimScientificName ~*BIOUG*"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 178629705 records from 20327 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0415002-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/nzn-bpm-ke5
title: Erysimum hajastanicum Wissjul. & Bordz.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/p5t-yzm-rdt
title: Kengia serotina subsp. bulgarica (Bornm.) Tutin

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/xdc-zpl-1n2
title: Festuca L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/4d8-nwv-2y0
title: Lepidium amplexicaule Willd.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/lmb-0nr-71c
title: Galium aparine L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.frf7ke
title: Occurrence Download

description: A dataset containing 6528 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Charadriiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-90 70,-80 70,-80 80,-90 80,-90 70))"
 ]
}

 The dataset includes 6528 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027916-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/0qw-hrr-1kh
title: Rubus widderi W. Maurer

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/f5f-6sb-6mh
title: Lagenaria siceraria (Molina) Standl.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/zdc-7zj-2gn
title: Laserpitium peucedanoides L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.n2kbmk
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anseriformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((20 0,30 0,30 10,20 10,20 0))"
 ]
}

 The dataset includes 93 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027915-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/p9t-5x0-7qy
title: Torilis nodosa (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/x44-58s-t7d
title: Euphrasia salisburgensis Funck ex Hoppe

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/3bv-bnr-fen
title: Carex leporina L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/qje-7j9-76n
title: Galium chaetopodum Rech. f.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/p4t-dl4-1lr
title: Scutellaria orientalis subsp. pinnatifida J. R. Edm.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/v3p-n9e-p8r
title: Valerianella vesicaria (L.) Moench

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/we2-5kc-48f
title: Stipa lessingiana Trin. & Rupr.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/1na-2tf-smc
title: Trifolium lappaceum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/bed-xvp-q19
title: Galium divaricatum Pourr. ex Lam.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/lbs-s7f-f9x
title: Sideritis montana L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/806-fnw-xtp
title: Euphorbia angulata f. nemoralis (Kit.) Oudejans

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/fzw-l8m-g1b
title: Dryopteris carthusiana (Vill.) H. P. Fuchs

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/d6m-f32-8tt
title: Rhamnus catharticus L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/57c-chb-g0b
title: Sorbus aucuparia L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/hs9-wym-5gn
title: Sherardia arvensis L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/1vs-d61-mq3
title: Coriandrum sativum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/7ap-39e-969
title: Plantago lanceolata L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/3k9-jsg-25d
title: Onobrychis gracilis Besser

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/5vy-1cy-8ln
title: Lepidium campestre (L.) R. Br.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/mjw-nqn-1sb
title: Hypericum microlicioides L. B. Sm.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/nhg-map-jxh
title: Equisetum arvense L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/yba-s87-f6t
title: Euphorbia falcata L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/egg-m5m-lnc
title: Silene vulgaris subsp. angustifolia (Mill.) Hayek

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/r17-qbq-2zv
title: Galium album Mill.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/t0f-jpy-72k
title: Fibigia clypeata (L.) Medik.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/4vv-e2g-lla
title: Alyssum hirsutum M. Bieb.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/q6t-zqm-d5n
title: Galium judaicum Boiss.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/w8e-fg7-ef0
title: Sherardia arvensis L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/lmm-6kn-kty
title: Astragalus hamosus L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/xv9-k8v-jh7
title: Galium aparine L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.48436/krhhx-xyz91
title: Information Delivery Specification (IDS) dataset for code compliance checking in context of the City of Vienna

description: Description

The published data is research data from the publication "Information Delivery Specification (IDS) for code compliance checking in context of the City of Vienna", which was submitted to the Digital Building Permit conference 2025. This paper discusses the potential of using the open standard Information Delivery Specification (IDS) for automated code compliance checking (ACC).

IDS is an open specification based on XML for defining and verifying information requirements for digital building models in the IFC format (an open format for BIM models). Although IDS is initially intended for checking information requirements, it has the potential to be used for ACC as well. We have explored the possibility of recreating the checking rules implemented in Solibri Office using IDS. Additionally, we considered an existing extension to the IDS schema to improve its functionality.

This dataset contains the results of the mentioned research paper. This includes the created IDS files for the standard and for the extended IDS schema. The extended IDS schema was published in October 2024: https://doi.org/10.48436/012bs-f6776

Technical details



The dataset contains 2 zip files:



One containing 8 standard IDS files

One containing 5 extended IDS files



The IDS files cover the OIB guidelines 2, 2.1, 2.2, 2.3 and 4.

The IDS files for OIB guidline 2.3 are divided according to the chapters 2 to 5.


Further details



The 5 IDS files named "extended IDS" correspond to the adapted IDS schema. Therefore, commercial IDS software cannot process these files.