cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15430371
title: Physioclimatic clusters of Austria

description: physioclimatic_features_grid_AT_average_1992-2021.nc

A netcdf dataset on a 1 km grid covering Austria and it's associated catchment areas. The spatial dimensions are 329 by 584 gridpoints in the projection ETRS89 / Austria Lambert (EPSG:3416). The data consist of 176 different climatological and geomorphometric indices, which are calculated for each gridpoint and then averaged across the climatological normal 01-01-1992 to 31-12-2021. The basis variables from which indices are calculated are elevation, temperature, precipitation, reference evapotranspiration, sunshine duration, snow height and snow water equivalent.

 

physioclimatic_clusters_raster_AT.tif

A GeoTiff file of derived physioclimatic subregions comprising 7 characteristic clusters and one noise class, which are the main regionalisation results of the paper below.

 

physioclimatic_clusters_vector_AT.gpkg

A GeoPackage consisting of vectorized features of type multipolygon comprising spatially filtered physioclimatic regions based on the gridded output clusters. Note that the small valley clusters have been filtered out and the remaining larger clusters have been spatially joined in order to derive simple multipolygons. This derived, spatially filtered set of clusters can be used for less granular applications compared to the above fine-grained cluster output.

 

base_variables.nc

Base Variables mean Temperature, Precipitation and slope, used to evaluate the clustering output.

 

principal_components_dim20.nc

First 20 principal components of the full feature space, used as direct input for UMAP/HDBSCAN and k-means and to evaluate the clustering output.

 

Please refer to the GitHub repository for further details. The peer-reviewed, open access paper can be found here: https://doi.org/10.1016/j.envsoft.2025.106324.

 

Version History

v1.0.1: Fixed a small hole between two polygons in the southern part of the domain in the physioclimatic_clusters_vector_AT.gpkg file.

v1.0.0: Initial upload.
DOI: 10.5281/zenodo.7983022
title: Physioclimatic clusters of Austria

description: physioclimatic_features_grid_AT_average_1992-2021.nc

A netcdf dataset on a 1 km grid covering Austria and it's associated catchment areas. The spatial dimensions are 329 by 584 gridpoints in the projection ETRS89 / Austria Lambert (EPSG:3416). The data consist of 176 different climatological and geomorphometric indices, which are calculated for each gridpoint and then averaged across the climatological normal 01-01-1992 to 31-12-2021. The basis variables from which indices are calculated are elevation, temperature, precipitation, reference evapotranspiration, sunshine duration, snow height and snow water equivalent.

 

physioclimatic_clusters_raster_AT.tif

A GeoTiff file of derived physioclimatic subregions comprising 7 characteristic clusters and one noise class, which are the main regionalisation results of the paper below.

 

physioclimatic_clusters_vector_AT.gpkg

A GeoPackage consisting of vectorized features of type multipolygon comprising spatially filtered physioclimatic regions based on the gridded output clusters. Note that the small valley clusters have been filtered out and the remaining larger clusters have been spatially joined in order to derive simple multipolygons. This derived, spatially filtered set of clusters can be used for less granular applications compared to the above fine-grained cluster output.

 

base_variables.nc

Base Variables mean Temperature, Precipitation and slope, used to evaluate the clustering output.

 

principal_components_dim20.nc

First 20 principal components of the full feature space, used as direct input for UMAP/HDBSCAN and k-means and to evaluate the clustering output.

 

Please refer to the GitHub repository for further details. The peer-reviewed, open access paper can be found here: https://doi.org/10.1016/j.envsoft.2025.106324.

 

Version History

v1.0.1: Fixed a small hole between two polygons in the southern part of the domain in the physioclimatic_clusters_vector_AT.gpkg file.

v1.0.0: Initial upload.
DOI: 10.5281/zenodo.7983023
title: Physioclimatic clusters of Austria

description: physioclimatic_features_grid_AT_average_1992-2021.nc

A netcdf dataset on a 1 km grid covering Austria and it's associated catchment areas. The spatial dimensions are 329 by 584 gridpoints in the projection ETRS89 / Austria Lambert (EPSG:3416). The data consist of 176 different climatological and geomorphometric indices, which are calculated for each gridpoint and then averaged across the climatological normal 01-01-1992 to 31-12-2021. The basis variables from which indices are calculated are elevation, temperature, precipitation, reference evapotranspiration, sunshine duration, snow height and snow water equivalent.

 

physioclimatic_clusters_raster_AT.tif

A GeoTiff file of derived physioclimatic subregions comprising 7 characteristic clusters and one noise class, which are the main regionalisation results of the paper below.

 

physioclimatic_clusters_vector_AT.gpkg

A GeoPackage consisting of vectorized features of type multipolygon comprising spatially filtered physioclimatic regions based on the gridded output clusters. Note that the small valley clusters have been filtered out and the remaining larger clusters have been spatially joined in order to derive simple multipolygons. This derived, spatially filtered set of clusters can be used for less granular applications compared to the above fine-grained cluster output.

 

base_variables.nc

Base Variables mean Temperature, Precipitation and slope, used to evaluate the clustering output.

 

principal_components_dim20.nc

First 20 principal components of the full feature space, used as direct input for UMAP/HDBSCAN and k-means and to evaluate the clustering output.

 

Please refer to the GitHub repository for further details. The peer-reviewed, open access paper can be found here: https://doi.org/10.1016/j.envsoft.2025.106324.
DOI: 10.7910/dvn/a0ml8b
title: A Comparative Analytical Study on Academic Novelty of Cover and Non-Cover Papers ——An Example from the Field of Nanotechnology

description: This study breaks the original research perspective of cover papers, no longer discussing the academic or social influence gain brought by becoming a cover paper, but starting from the content level of the paper, exploring whether the cover paper carries higher academic novelty, so as to provide certain references for improving the efficiency of the allocation of readers' attention in journals, optimizing the academic evaluation system, and so on.
DOI: 10.15468/dl.8ztkb4
title: Occurrence Download

description: A dataset containing 38671 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-10.45358 51.71353,-10.37709 51.50699,-10.2088 51.20101,-6.09333 52.07306,-6.21572 52.34844,-5.94798 52.41729,-6.05508 52.57028,-5.91739 53.73302,-6.20042 53.84011,-5.48136 54.20729,-5.23657 54.55152,-6.18512 55.40827,-7.73033 55.50007,-8.79363 55.17114,-9.00016 54.42913,-10.04051 54.49797,-10.26999 54.33733,-10.30059 53.0828,-9.55858 52.95276,-10.46123 52.36374,-10.64482 52.08836,-10.45358 51.71353))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anthus pratensis"
 ]
}

 The dataset includes 38671 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010796-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5wvtmj
title: Occurrence Download

description: A dataset containing 7805 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ctenocephalides felis"
 ]
}

 The dataset includes 7805 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010795-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17334397
title: translate_javanese.csv
DOI: 10.5281/zenodo.17334396
title: translate_javanese.csv
DOI: 10.15468/dl.m62u48
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAD1806"
 ]
}

 The dataset includes 111 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029835-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vedgvs
title: Occurrence Download

description: A dataset containing 788 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Synallaxis courseni)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 788 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029837-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7gtqqr
title: Occurrence Download

description: A dataset containing 0 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 (Geotrygon violacea)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029840-250802193616735/datasets/export for details.
DOI: 10.15472/zlboxf
title: Hidrobiológicos asociados al Estudio de Impacto Ambiental (EIA) para la Planta de Tratamiento de Aguas Residuales de Neiva

description: Estudio de Impacto Ambiental (EIA) para la Planta de Tratamiento de Aguas Residuales de Neiva en el que se muestrearon los grupos biológicos de fitoplancton, zooplancton, ictiofauna, bentos, macrófitas, macroinvertebrados asociados al bentos y perifiton. El recurso consta de 59 registros biológicos tomados en marzo del 2023.
DOI: 10.15468/dl.t5f482
title: Occurrence Download

description: A dataset containing 0 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 (Geotrygon violacea)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029838-250802193616735/datasets/export for details.
DOI: 10.15468/dl.gw5smp
title: Occurrence Download

description: A dataset containing 606115 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Euphorbia helioscopia, Xanthium strumarium, Verbascum thapsus)"
 ]
}

 The dataset includes 606115 records from 3210 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029814-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110598397
title: Persepolis Fortification Anepigraphic Tablet 0845.102, PFAnep 0845.102

description: [Text Description:] Administrative text with seals PFUTS 0037s; PFUTS 0038s; PFUTS 0039s. ❧ [Text or Publication Number Note:] PFAnep 0845.102, PFUT 0845-102 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions PFUTS 0037s on obverse; PFUTS 0038s on reverse; PFUTS 0039s on left edge.
DOI: 10.25549/inscriptifact-ouc110601311
title: Persepolis Fortification Aramaic Text 433, PFAT 433

description: [Text Description:] Administrative text with seals PFATS 0412 ❧ [Text or Publication Number Note:] PFAT 433, Bowman 433 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFATS 0412 on reverse.
DOI: 10.25549/inscriptifact-ouc110598394
title: Persepolis Fortification Anepigraphic Tablet 0845.103, PFAnep 0845.103

description: [Text Description:] Administrative text with seals PFUTS 0040; PFUTS 0134s. ❧ [Text or Publication Number Note:] PFAnep 0845.103, PFUT 0845-103 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions PFUTS 0040 on obverse, upper edge, reverse, bottom edge; PFUTS 0134s on left edge.
DOI: 10.25549/inscriptifact-ouc110601310
title: Persepolis Fortification Aramaic Text 433, PFAT 433

description: [Text Description:] Administrative text with seals PFATS 0412 ❧ [Text or Publication Number Note:] PFAT 433, Bowman 433 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFATS 0412 on reverse.
DOI: 10.25549/inscriptifact-ouc110598392
title: Persepolis Fortification Anepigraphic Tablet 0845.101, PFAnep 0845.101

description: [Text Description:] Administrative text with seals PFUTS 0033; PFUTS 0034; PFUTS 0035s; PFUTS 0036. ❧ [Text or Publication Number Note:] PFAnep 0845.101, PFUT 0845-101 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions PFUTS 0033 on obverse, reverse; PFUTS 0034 on upper edge; PFUTS 0035s on bottom edge; PFUTS 0036 on left edge.
DOI: 10.25549/inscriptifact-ouc110601307
title: Persepolis Fortification Aramaic Text 432, PFAT 432

description: [Text Description:] Administrative text with seals PFATS 0411 ❧ [Text or Publication Number Note:] PFAT 432, Bowman 432 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFATS 0411 on obverse, upper edge, reverse, bottom edge, round edge. ❧ [Physical Object Note:] Damage on flat edge.
DOI: 10.25549/inscriptifact-ouc110598381
title: Persepolis Fortification Anepigraphic Tablet 0845.101, PFAnep 0845.101

description: [Text Description:] Administrative text with seals PFUTS 0033; PFUTS 0034; PFUTS 0035s; PFUTS 0036. ❧ [Text or Publication Number Note:] PFAnep 0845.101, PFUT 0845-101 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions PFUTS 0033 on obverse, reverse; PFUTS 0034 on upper edge; PFUTS 0035s on bottom edge; PFUTS 0036 on left edge.
DOI: 10.25549/inscriptifact-ouc110601302
title: Persepolis Fortification Aramaic Text 432, PFAT 432

description: [Text Description:] Administrative text with seals PFATS 0411 ❧ [Text or Publication Number Note:] PFAT 432, Bowman 432 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFATS 0411 on obverse, upper edge, reverse, bottom edge, round edge. ❧ [Physical Object Note:] Damage on flat edge.
DOI: 10.25549/inscriptifact-ouc110598380
title: Persepolis Fortification Anepigraphic Tablet 0845.101, PFAnep 0845.101

description: [Text Description:] Administrative text with seals PFUTS 0033; PFUTS 0034; PFUTS 0035s; PFUTS 0036. ❧ [Text or Publication Number Note:] PFAnep 0845.101, PFUT 0845-101 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions PFUTS 0033 on obverse, reverse; PFUTS 0034 on upper edge; PFUTS 0035s on bottom edge; PFUTS 0036 on left edge.
DOI: 10.25549/inscriptifact-ouc110600555
title: Persepolis Fortification Aramaic Text 411, PFAT 411

description: [Text Description:] Administrative text with seals PFATS 0392 ❧ [Text or Publication Number Note:] PFAT 411, Bowman 411 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFATS 0392 on obverse, upper edge, reverse, bottom edge, flat edge.
DOI: 10.25549/inscriptifact-ouc110597160
title: Persepolis Fortification Aramaic Text 368, PFAT 368

description: [Text Description:] Administrative text with seal PFATS 0360s. ❧ [Text or Publication Number Note:] PFAT 368, Bowman 368 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFATS 0360s on reverse, flat edge.
DOI: 10.25549/inscriptifact-ouc110600541
title: Persepolis Fortification Aramaic Text 411, PFAT 411

description: [Text Description:] Administrative text with seals PFATS 0392 ❧ [Text or Publication Number Note:] PFAT 411, Bowman 411 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFATS 0392 on obverse, upper edge, reverse, bottom edge, flat edge.
DOI: 10.5281/zenodo.17583566
title: Hydrogen Holographic Science and Intelligence

description: Hydrogen Holographic Science & Intelligence Repository

This repository serves as the central hub for the Hydrogen Holographic Expedition, providing open access to datasets, simulation code, analysis pipelines, and research outputs focused on hydrogen holography and fractal intelligence. It enables researchers, educators, and enthusiasts to explore quantum-scale holographic phenomena, investigate fractal phase structures in atomic and collider data, and reproduce or extend experiments using publicly available resources.

Contributions include:



Experimental and simulated datasets from atomic and high-energy physics contexts (e.g., ATLAS and CMS 13 TeV open data).

Python analysis pipelines for computing rotational skew, fractal substructure, and phase coherence metrics.

Visualizations and illustrative results demonstrating holographic and fractal patterns in energy flows and angular distributions.

Documentation for reproducible research, supporting both teaching and advanced exploratory studies.


By centralizing these resources, the repository accelerates cross-disciplinary collaboration between quantum physics, holographic modeling, and fractal intelligence, providing the foundation for future experimental and computational investigations in hydrogen holography.
DOI: 10.25549/inscriptifact-ouc110597145
title: Persepolis Fortification Aramaic Text 367, PFAT 367

description: [Text Description:] Administrative text with seals PFATS 0072s; PFATS 0073. ❧ [Text or Publication Number Note:] PFAT 367, Bowman 367 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0072s on obverse, reverse, bottom edge; PFATS 0073 on flat edge. ❧ [Physical Object Note:] Damage on upper edge, round edge.
DOI: 10.25549/inscriptifact-ouc110600534
title: Persepolis Fortification Aramaic Text 411, PFAT 411

description: [Text Description:] Administrative text with seals PFATS 0392 ❧ [Text or Publication Number Note:] PFAT 411, Bowman 411 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFATS 0392 on obverse, upper edge, reverse, bottom edge, flat edge.
DOI: 10.25549/inscriptifact-ouc110597122
title: Persepolis Fortification Aramaic Text 367, PFAT 367

description: [Text Description:] Administrative text with seals PFATS 0072s; PFATS 0073. ❧ [Text or Publication Number Note:] PFAT 367, Bowman 367 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0072s on obverse, reverse, bottom edge; PFATS 0073 on flat edge. ❧ [Physical Object Note:] Damage on upper edge, round edge.
DOI: 10.25549/inscriptifact-ouc110600530
title: Persepolis Fortification Aramaic Text 410, PFAT 410

description: [Text Description:] Administrative text with seals PFATS 0390, PFATS 0391 ❧ [Text or Publication Number Note:] PFAT 410, Bowman 410 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0390 on obverse, upper edge, reverse, bottom edge; PFATS 0391 on flat edge.