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

description: A dataset containing 111828 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Haloragis aspera, Haloragis heterophylla, Hampala macrolepidota, Haplochromis erythromaculatus, Hasemania nana, Hediste diadroma, Hediste diversicolor, Helicodiceros muscivorus, Helisoma anceps, Bdellocephala punctata, Helobdella europaea, Helobdella punctatolineata, Helostoma temminckii, Helostoma temminkii, Hemibagrus nemurus, Hemibarbus labeo, Hemibarbus longirostris, Hemibarbus maculatus, Hemichromis bimaculatus, Hemichromis elongatus, Hemichromis fasciatus, Hemichromis guttatus, Hemichromis letourneuxi, Hemiculter leucisculus, Hemiculter lucidus, Hemicypris reticulata, Hemigrammus bleheri, Hemigrammus erythrozonus, Hemigrammus ocellifer, Hemigrammus pulcher, Hemimysis anomala, Hemiodus gracilis, Heosemys annandalii, Heosemys grandis, Herichthys carpintis, Herichthys cyanoguttatus, Heros efasciatus, Heros severus, Herotilapia multispinosa, Hesperoleucus symmetricus, Heterandria formosa, Heteranthera limosa, Heteranthera peduncularis, Heteranthera reniformis, Heteranthera rotundifolia, Heteranthera zosterifolia, Heterocope appendiculata, Heterocope borealis, Heterocypris bosniaca, Heterodera schachtii)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 },
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 111828 records from 446 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015734-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tsj59s
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Brazil, Australia)",
 "OccurrenceStatus is Present",
 "TaxonKey is Humicola fuscoatra"
 ]
}

 The dataset includes 28 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015804-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17869422
title: Conjunto de notas de leitura de processos relativos à ação de "Construção de um Conjunto Habitacional em Vale de Rãs, Abrantes (c.1976 - post. 1978)"

description: Conjunto de notas de leitura de processos relativos à ação de "Construção de um Conjunto Habitacional em Vale de Rãs, Abrantes (c.1976 - post. 1978)" existentes no Arquivo Municipal Eduardo Campos, em Abrantes.

Registos efetuados em abril de 2024 no âmbito do projeto de investigação ReARQ.IB – Built Environment Knowledge for Resilient, Sustainable Communities: Understanding Everyday Modern Architecture and Urban Design in the Iberian Peninsula (1939-1985) (ERC GA949686) e publicado online em https://arquitecturaaqui.eu/pt/atividades/acoes/35315/construcao-de-um-conjunto-habitacional-em-vale-de-ras-abrantes-c1976-post-1978.

Dados exportados da plataforma Arquitectura Aqui (https://arquitecturaaqui.eu), repositório do referido projeto, em dezembro de 2025.
DOI: 10.5281/zenodo.17869423
title: Conjunto de notas de leitura de processos relativos à ação de "Construção de um Conjunto Habitacional em Vale de Rãs, Abrantes (c.1976 - post. 1978)"

description: Conjunto de notas de leitura de processos relativos à ação de "Construção de um Conjunto Habitacional em Vale de Rãs, Abrantes (c.1976 - post. 1978)" existentes no Arquivo Municipal Eduardo Campos, em Abrantes.

Registos efetuados em abril de 2024 no âmbito do projeto de investigação ReARQ.IB – Built Environment Knowledge for Resilient, Sustainable Communities: Understanding Everyday Modern Architecture and Urban Design in the Iberian Peninsula (1939-1985) (ERC GA949686) e publicado online em https://arquitecturaaqui.eu/pt/atividades/acoes/35315/construcao-de-um-conjunto-habitacional-em-vale-de-ras-abrantes-c1976-post-1978.

Dados exportados da plataforma Arquitectura Aqui (https://arquitecturaaqui.eu), repositório do referido projeto, em dezembro de 2025.
DOI: 10.15468/dl.tmrfwf
title: Occurrence Download

description: A dataset containing 239850 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cribrinopsis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 239850 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015758-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5k5ycu
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Flavoparmelia soredians",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015805-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uw4hsa
title: Occurrence Download

description: A dataset containing 2244 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (6ea87510-0561-11d8-b851-b8a03c50a862, c2ecae57-6701-485e-9ebd-5f87b2945cb2, f9b67ad0-9c9b-11d9-b9db-b8a03c50a862)",
 "TaxonKey is one of (Melanoplus rusticus, Melanoplus salmonis, Melanoplus saltator, Melanoplus savannah, Melanoplus scudderi, Melanoplus sebringi, Melanoplus seltzerae, Melanoplus seminole, Melanoplus shoshoni, Melanoplus similis, Melanoplus snowii, Melanoplus solitarius, Melanoplus sonomaensis, Melanoplus spearmani, Melanoplus splendidus, Melanoplus stupefactus, Melanoplus susdentatus, Melanoplus symmetricus, Melanoplus taurus, Melanoplus tepidus, Melanoplus tequestae, Melanoplus texarkana)",
 "Year 1900-2026"
 ]
}

 The dataset includes 2244 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015806-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18624541
title: Acoustic impedance of 180mm long pipes: simulations and measurements

description: The data correspond to the input acoustic impedance of 180mm long pipes. These impedances are either measured or simulated by one of the authors.

 

The associated Gitlab project provides scripts which can be used to process these data.

Configurations studied
The configurations studied are:



-180mm long cylinders with a 14mm inner diameter and four end conditions:



closed: infinite impedance or acoustic velocity=0 (measured and simulated)

open unflanged: open with infinitely thin wall (only simulated)

open with a 2mm circular flange: 2mm wall width (measured and simulated)

open with a 7mm circular flange: 7mm wall width (measured and simulated)



180mm long conical pipes with an inner diameter varying from 10mm to 22.6mm (corresponding to a 2° half-angle) and three end conditions:



closed: infinite impedance or acoustic velocity=0 (measured and simulated)

open unflanged: open with infinitely thin wall (only simulated)

open with a 2.7mm circular flange: 2.7mm wall width (only measured)





The measurements were performed on batches of pipes built from different materials:



brass (wall width 2mm)

boxwood (wall width 7mm)

3D-printed ABS (wall width 7mm for cylinders and 2.7mm for conical pipes)


 

Each batch consists of five pipes, and the first pipe was measured five times by each experimenter, resulting in nine impedance measurements per (configuration, material) combination.





[!WARNING]



Measured impedance data are scaled by the entrance characteristic impedance ρc/S.

Simulated impedance data are not scaled by the entrance characteristic impedance.



Files format

The impedance files consist of three columns separated by space:

frequency[Hz] Re(Z) Imag(Z)

1.010794e+02 3.457115e-02 3.639157e-01

...



[!WARNING]



Measured impedance data are scaled by the entrance characteristic impedance ρc/S.

Simulated impedance data are not scaled by the entrance characteristic impedance.



Files organisation

The data are stored in a .zip file containing 2 folders:



`Measured_impedance` folder: contains measured data scaled by ρc/S.



`Experimenter_OX`: one folder per experimenter(`O1`, `O2`, etc.).



One subfolder per configuration (`3D_C` for closed 3D printed cylinders, `Brass_O` for brass open cylinders , etc.).



One impedance file per measurement (either for different specimens: `..._2.txt`, `..._3.txt`; or repeated measurements on the same specimen: `..._1-1.txt`, `..._1-2.txt`).







`Simulated_impedance` folder: contains simulated data not scaled by ρc/S.



One folder per configuration (`Cylinder_closed`, `Cylinder_unflanged`, ...).



One file per simulated impedance, named according to the following convention: `<Configuration>_<Operator-ID>_<Numerical-Method>_<Model>.txt`
DOI: 10.5281/zenodo.18624540
title: Acoustic impedance of 180mm long pipes: simulations and measurements

description: The data correspond to the input acoustic impedance of 180mm long pipes. These impedances are either measured or simulated by one of the authors.

 

The associated Gitlab project provides scripts which can be used to process these data.

Configurations studied
The configurations studied are:



-180mm long cylinders with a 14mm inner diameter and four end conditions:



closed: infinite impedance or acoustic velocity=0 (measured and simulated)

open unflanged: open with infinitely thin wall (only simulated)

open with a 2mm circular flange: 2mm wall width (measured and simulated)

open with a 7mm circular flange: 7mm wall width (measured and simulated)



180mm long conical pipes with an inner diameter varying from 10mm to 22.6mm (corresponding to a 2° half-angle) and three end conditions:



closed: infinite impedance or acoustic velocity=0 (measured and simulated)

open unflanged: open with infinitely thin wall (only simulated)

open with a 2.7mm circular flange: 2.7mm wall width (only measured)





The measurements were performed on batches of pipes built from different materials:



brass (wall width 2mm)

boxwood (wall width 7mm)

3D-printed ABS (wall width 7mm for cylinders and 2.7mm for conical pipes)


 

Each batch consists of five pipes, and the first pipe was measured five times by each experimenter, resulting in nine impedance measurements per (configuration, material) combination.





[!WARNING]



Measured impedance data are scaled by the entrance characteristic impedance ρc/S.

Simulated impedance data are not scaled by the entrance characteristic impedance.



Files format

The impedance files consist of three columns separated by space:

frequency[Hz] Re(Z) Imag(Z)

1.010794e+02 3.457115e-02 3.639157e-01

...



[!WARNING]



Measured impedance data are scaled by the entrance characteristic impedance ρc/S.

Simulated impedance data are not scaled by the entrance characteristic impedance.



Files organisation

The data are stored in a .zip file containing 2 folders:



`Measured_impedance` folder: contains measured data scaled by ρc/S.



`Experimenter_OX`: one folder per experimenter(`O1`, `O2`, etc.).



One subfolder per configuration (`3D_C` for closed 3D printed cylinders, `Brass_O` for brass open cylinders , etc.).



One impedance file per measurement (either for different specimens: `..._2.txt`, `..._3.txt`; or repeated measurements on the same specimen: `..._1-1.txt`, `..._1-2.txt`).







`Simulated_impedance` folder: contains simulated data not scaled by ρc/S.



One folder per configuration (`Cylinder_closed`, `Cylinder_unflanged`, ...).



One file per simulated impedance, named according to the following convention: `<Configuration>_<Operator-ID>_<Numerical-Method>_<Model>.txt`
DOI: 10.15468/dl.rthppv
title: Occurrence Download

description: A dataset containing 435745 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "StateProvince is one of (KEntucky, Kentuccky, Kentuck, Kentucky, Kentucky (KY), Kentucky (State), kentucky, Kentucky (肯塔基州))"
 ]
}

 The dataset includes 435745 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015794-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c3u63g
title: Occurrence Download

description: A dataset containing 8230571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0)",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year is greater than or equal to 1960"
 ]
}

 The dataset includes 8230571 records from 271 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015718-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wuzput
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Brazil, Australia)",
 "OccurrenceStatus is Present",
 "TaxonKey is Penicillium lanosum"
 ]
}

 The dataset includes 25 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015808-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qqzwfd
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Brazil, Australia)",
 "OccurrenceStatus is Present",
 "TaxonKey is Juxtiphoma eupyrena"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015807-260208012135463/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.31329184
title: Cell-type-specific GReX models trained on OneK1K by scTWAS

description: scTWAS_OneK1K_wgt.tar contains the significant cell-type-specific GReX weights (in FUSION format) on 13 immune cell types identified in our analysis. Only genes whose prediction <i>p</i>-values, evaluated under a cross-validation framework in Stage 1, passed the Bonferroni correction (&lt; 0.05) are included.<br>These datasets contain weight files (formatted as *_scTWAS.wgt.RDat) generated via the scTWAS framework. Users should note the following specifications regarding the internal variables:<b>wgt.matrix</b>: Contains 10 columns representing 10 iterations of scTWAS. The last column was used as the final weight for all analyses. The SNP identifiers in <code>wgt.matrix</code> are formatted as <code>chromosome:position</code>, where the position corresponds to the GRCh37 genome build.Please disregard <b>hsq and hsq.pv</b>; these are not intended outputs of the scTWAS algorithm and should not be used for interpretation.<br>
DOI: 10.6084/m9.figshare.31329184.v1
title: Cell-type-specific GReX models trained on OneK1K by scTWAS

description: scTWAS_OneK1K_wgt.tar contains the significant cell-type-specific GReX weights (in FUSION format) on 13 immune cell types identified in our analysis. Only genes whose prediction <i>p</i>-values, evaluated under a cross-validation framework in Stage 1, passed the Bonferroni correction (&lt; 0.05) are included.<br>These datasets contain weight files (formatted as *_scTWAS.wgt.RDat) generated via the scTWAS framework. Users should note the following specifications regarding the internal variables:<b>wgt.matrix</b>: Contains 10 columns representing 10 iterations of scTWAS. The last column was used as the final weight for all analyses. The SNP identifiers in <code>wgt.matrix</code> are formatted as <code>chromosome:position</code>, where the position corresponds to the GRCh37 genome build.Please disregard <b>hsq and hsq.pv</b>; these are not intended outputs of the scTWAS algorithm and should not be used for interpretation.<br>
DOI: 10.34740/kaggle/dsv/13724570
title: Close-View-Flood-Dataset (CVFD)
DOI: 10.6084/m9.figshare.31329139
title: Cell-type-specific GReX models trained on ROSMAP by scTWAS

description: scTWAS_ROSMAP_celltypes_wgt.tar contains the significant cell-type-specific GReX weights (in FUSION format) on six major cell types identified in our analysis.scTWAS_ROSMAP_subtypes_wgt.tar contains the significant cell-subtype-specific GReX weights (in FUSION format) on 70 cell subtypes identified in our analysis. Five cell subtypes did not yield any significant gene-expression prediction models and are therefore not included in this release.* Only genes whose prediction p-values, evaluated under a cross-validation framework in Stage 1, passed the Bonferroni correction (&lt; 0.05) are included.These datasets contain weight files (formatted as *_scTWAS.wgt.RDat) generated via the scTWAS framework. Users should note the following specifications regarding the internal variables:<b>wgt.matrix</b>: Contains 10 columns representing 10 iterations of scTWAS. The last column was used as the final weight for all analyses. The SNP identifiers in <code>wgt.matrix</code> are formatted as <code>chromosome:position</code>, where the position corresponds to the GRCh37 genome build.Please disregard <b>hsq and hsq.pv</b>; these are not intended outputs of the scTWAS algorithm and should not be used for interpretation.<br>
DOI: 10.6084/m9.figshare.31329139.v1
title: Cell-type-specific GReX models trained on ROSMAP by scTWAS

description: scTWAS_ROSMAP_celltypes_wgt.tar contains the significant cell-type-specific GReX weights (in FUSION format) on six major cell types identified in our analysis.scTWAS_ROSMAP_subtypes_wgt.tar contains the significant cell-subtype-specific GReX weights (in FUSION format) on 70 cell subtypes identified in our analysis. Five cell subtypes did not yield any significant gene-expression prediction models and are therefore not included in this release.* Only genes whose prediction p-values, evaluated under a cross-validation framework in Stage 1, passed the Bonferroni correction (&lt; 0.05) are included.These datasets contain weight files (formatted as *_scTWAS.wgt.RDat) generated via the scTWAS framework. Users should note the following specifications regarding the internal variables:<b>wgt.matrix</b>: Contains 10 columns representing 10 iterations of scTWAS. The last column was used as the final weight for all analyses. The SNP identifiers in <code>wgt.matrix</code> are formatted as <code>chromosome:position</code>, where the position corresponds to the GRCh37 genome build.Please disregard <b>hsq and hsq.pv</b>; these are not intended outputs of the scTWAS algorithm and should not be used for interpretation.<br>
DOI: 10.15468/dl.f6wwwg
title: Occurrence Download

description: A dataset containing 1667 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Podocarpus elatus",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1667 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015809-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwzme8
title: Occurrence Download

description: A dataset containing 7823 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((73.41536 -3.51538,155.23565 -3.51538,156.9831 46.77937,73.2359 43.60652,73.41536 -3.51538))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Trichonephila clavata"
 ]
}

 The dataset includes 7823 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015810-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kddpst
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apistogramma luelingi",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 28 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015811-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.