cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.r273ck
title: Occurrence Download

description: A dataset containing 215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Xylocopa transitoria"
 ]
}

 The dataset includes 215 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033924-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17909/2hxk-5h89
title: Data from paper on Bz5.3

description: We present a spectroscopic analysis of a broad-line active galactic nucleus (AGN) selected as little red dot at $z = 5.3$ behind the Bullet cluster (Bz5.3), based on JWST/NIRCam and NIRSpec data.
DOI: 10.5281/zenodo.16364814
title: Dataset of pressure drop and liquid holdup of ceramic structured column packings

description: This dataset contains experimental measurements on the hydraulic performance (pressure drop and liquid holdup) of six distinct ceramic structured packings (K125X, K125Y, K250X, K250Y, K350Y, and K450X). The data were obtained from tests conducted in a pilot-scale column (422 mm inner diameter) operated with an air/water system. Pressure drop across the packed bed was measured at various superficial gas velocities ranging from 0.7 to 5.3 m/s. Additionally, irrigated pressure drop and the associated liquid holdup were recorded over a range of liquid loadings between 6 and 120 m/h.
DOI: 10.5281/zenodo.16366271
title: Dataset of pressure drop and liquid holdup of ceramic structured column packings

description: This dataset contains experimental measurements on the hydraulic performance (pressure drop and liquid holdup) of six distinct ceramic structured packings (K125X, K125Y, K250X, K250Y, K350Y, and K450X). The data were obtained from tests conducted in a pilot-scale column (422 mm inner diameter) operated with an air/water system. Pressure drop across the packed bed was measured at various superficial gas velocities ranging from 0.7 to 5.3 m/s. Additionally, irrigated pressure drop and the associated liquid holdup were recorded over a range of liquid loadings between 6 and 120 m/h.
DOI: 10.15468/dl.s4xqm7
title: Occurrence Download

description: A dataset containing 1067 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Xylocopa varipuncta"
 ]
}

 The dataset includes 1067 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033925-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gz6etw
title: Occurrence Download

description: A dataset containing 16136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ukraine",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Limoniscus violaceus, Ligularia sibirica, Leucorrhinia pectoralis, Leuciscus souffia, Leptidea morsei, Lampetra planeri, Jurinea cyanoides, Isophya stysi, Iris humilis, Iris humilis arenaria, Iris aphylla hungarica, Hypodryas maturna, Hucho hucho, Hamatocaulis vernicosus, Gymnocephalus schraetzer, Gymnocephalus baloni, Graphoderus bilineatus, Gobio uranoscopus, Gobio kesslerii, Gobio albipinnatus, Euphydryas maturna, Euphydryas aurinia, Euplagia quadripunctaria, Eudontomyzon mariae, Eudontomyzon danfordi, Eriogaster catax, Emys orbicularis, Eleocharis carniolica, Echium russicum, Dytiscus latissimus, Drepanocladus vernicosus, Dracocephalum austriacum, Dicranum viride, Dichelyma capillaceum, Desmana moschata, Cypripedium calceolus, Cucujus cinnaberinus, Crambe tataria, Cottus gobio, Colias myrmidone, Coenonympha oedippus, Coenagrion ornatum, Cochlearia polonica, Cobitis taenia, Cerambyx cerdo, Paracossulus thrips, Castor fiber, Carlina onopordifolia, Carabus zawadzkii, Carabus variolosus, Carabus hungaricus, Carabus hampei, Canis lupus, Campanula serrata, Callimorpha quadripunctaria, Buxbaumia viridis, Boros schneideri, Bombina variegata, Bombina bombina, Bolbelasmus unicornis, Bison bonasus, Barbus meridionalis, Barbastella barbastellus, Astragalus tanaiticus, Aspius aspius, Arytrura musculus, Anisus vorticulus, Angelica palustris, Aldrovanda vesiculosa, Agrimonia pilosa, Adenophora lilifolia)"
 ]
}

 The dataset includes 16136 records from 245 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033926-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2kxgvb
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paspalum distichum",
 "Country is Thailand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033927-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.522eay
title: Occurrence Download

description: A dataset containing 414 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erodium cicutarium",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 414 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033928-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25581/ornlsfa.026/1853796
title: TARP Identifying Critical Thresholds for Acute Response of Plants and Ecosystems to Water Stress at Walker Branch Watershed, 2002-2005

description: This dataset contains data from a manipulative field study aimed at identifying critical thresholds for acute response of plants and ecosystems to water stress (TARP) that took place at Walker Branch Watershed in Oak Ridge, Tennessee from 2002-2005 (2002-06-20 to 2005-12-16). The study used understory tents for the removal of 100% of the growing-season throughfall and stem flow, to provide data on the impact of acute drought on mechanisms responsible for growth and mortality of deciduous forest canopy trees representative of common plant functional types (Liriodendron and Quercus). Through three years of manipulation (2003, 2004 and 2005; pretreatment measurements in 2002) various measures of tree response to surface moisture deficits were recorded including root and leaf traits, plant nonstructural carbohydrates status, hourly sapflow, basal area, and periodic observations of foliar photosynthesis and conductance. Additionally, environmental data such as air and soil temperature, soil water content, and soil matric potential were recorded. This dataset contains data 16 files in comma-separate (*.csv) format. Additional metadata are provided: 16 data dictionaries and a file-level metadata file in comma separate (*.csv) format and a user guide in PDF (*.pdf) format.
DOI: 10.15468/dl.4x6yt5
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium cordatum Willd. ex DC."
 ]
}

 The dataset includes 134 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0150931-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wzktxb
title: Occurrence Download

description: A dataset containing 990749 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Artemisia annua L., Arabis turrita L., Apium repens (Jacq.) Lag., Anthriscus nitida (Wahlenb.) Hazsl., Annona squamosa L., Annona glabra L., Angelica palustris (Besser) Hoffm., Angelica archangelica L., Anchusa arvensis Tausch, 1824, Anagallis tenella (L.) L., Amorpha fruticosa L., Amorpha canescens Pursh, Ammophila breviligulata Fernald, Ammophila W.Kirby, 1798, Alnus trabeculosa Hand.-Mazz., Alnus rubra Bong., Alnus incana (L.) Moench, Alnus formosana (Burkill) Makino, Albizia saman (Jacq.) Merr., Agrostis gigantea Roth, Agrostis castellana Boiss. & Reut., Acmella uliginosa (Sw.) Cass., Acinos alpinus (L.) Moench, Achillea nobilis L., Acer rubrum L., Acacia victoriae Benth., Acacia verticillata (L'Her.) Willd., Acacia stricta (Andrews) Willd., Acacia saligna (Labill.) H.L.Wendl., Acacia salicina Lindl., Acacia retinodes Schltdl., Acacia pycnantha Benth., Acacia provincialis A.Camus, Acacia paradoxa DC., Acacia melanoxylon R.Br., Acacia mearnsii De Wild., Acacia mangium Willd., Acacia longifolia (Andrews) Willd., Acacia iteaphylla F.Muell. ex Benth., Acacia implexa Benth., Acacia elata A.Cunn. ex Benth., Acacia decurrens Willd., Acacia dealbata Link, Acacia cyclops A.Cunn. ex G.Don, Acacia baileyana F.Muell., Acacia auriculiformis A.Cunn. ex Benth.)"
 ]
}

 The dataset includes 990749 records from 2319 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0185896-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yvzxgg
title: Occurrence Download

description: A dataset containing 285 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Türkiye",
 "Geometry POLYGON((26.45363 41.59615,26.67014 41.59615,26.67014 41.72632,26.45363 41.72632,26.45363 41.59615))",
 "HasGeospatialIssue is false",
 "TaxonKey is Insecta"
 ]
}

 The dataset includes 285 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008614-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18603185
title: GOTHAM AFTER MIDNIGHT Episode: "The Ledger Lies, the City Doesn't"

description: Abstract

“The Ledger Lies, the City Doesn’t”

Gotham After Midnight

This fictional late night radio episode examines bureaucratic violence as a slow, procedural harm rather than an explosive act. Using the metaphor of an unreliable ledger, the narrative traces how institutions weaponize delay, repetition, and “neutral” paperwork to exhaust individuals while maintaining plausible deniability.

The episode situates modern housing systems within a longer historical lineage of control structures that convert human vulnerability into administrative problems. It highlights how clarity, especially when expressed by marginalized voices, is often treated as a threat rather than a contribution.

Ultimately, the episode argues that cities retain memory even when institutions deny responsibility. While records can be altered, delayed, or reframed, lived experience persists. The story reframes rest, documentation, and refusal to disappear as acts of resistance within systems designed to grind people down quietly.

Keywords: bureaucratic harm, housing systems, institutional violence, record-keeping, racialized governance, survival, memory.
DOI: 10.5281/zenodo.18603184
title: GOTHAM AFTER MIDNIGHT Episode: "The Ledger Lies, the City Doesn't"

description: Abstract

“The Ledger Lies, the City Doesn’t”

Gotham After Midnight

This fictional late night radio episode examines bureaucratic violence as a slow, procedural harm rather than an explosive act. Using the metaphor of an unreliable ledger, the narrative traces how institutions weaponize delay, repetition, and “neutral” paperwork to exhaust individuals while maintaining plausible deniability.

The episode situates modern housing systems within a longer historical lineage of control structures that convert human vulnerability into administrative problems. It highlights how clarity, especially when expressed by marginalized voices, is often treated as a threat rather than a contribution.

Ultimately, the episode argues that cities retain memory even when institutions deny responsibility. While records can be altered, delayed, or reframed, lived experience persists. The story reframes rest, documentation, and refusal to disappear as acts of resistance within systems designed to grind people down quietly.

Keywords: bureaucratic harm, housing systems, institutional violence, record-keeping, racialized governance, survival, memory.
DOI: 10.15468/dl.aqhkgh
title: Occurrence Download

description: A dataset containing 2881 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lampsilis fasciola",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 2881 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006862-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.re5psj
title: Occurrence Download

description: A dataset containing 748 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Atriplex gmelinii"
 ]
}

 The dataset includes 748 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006863-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18603210
title: ARTIFICIAL INTELLIGENCE IN MEDICINE.ARTIFICIAL INTELLIGENCE GLASSES.

description: The purpose of this article is to present the positive and negative aspects of artificial intelligence in medicine and to highlight the importance of artificial intelligence enabled glasses. A comparative analysis was used to study the capabilities and characteristics of artificial intelligence. Its pros and cons for medicine were also analyzed. These analyses revealed that artificial intelligence is a unique tool for facilitating doctors' work. Artificial intelligence in medicine was found to be useful for rapid diagnosis. Artificial intelligence enabled glasses were found to be comfortable for patients of all ages. However, the sources of social relationships associated with the workplace were also identified. At the same time, artificial intelligences capabilities were found to be weak in some complex diagnostic and surgical procedures.
DOI: 10.5281/zenodo.18603211
title: ARTIFICIAL INTELLIGENCE IN MEDICINE.ARTIFICIAL INTELLIGENCE GLASSES.

description: The purpose of this article is to present the positive and negative aspects of artificial intelligence in medicine and to highlight the importance of artificial intelligence enabled glasses. A comparative analysis was used to study the capabilities and characteristics of artificial intelligence. Its pros and cons for medicine were also analyzed. These analyses revealed that artificial intelligence is a unique tool for facilitating doctors' work. Artificial intelligence in medicine was found to be useful for rapid diagnosis. Artificial intelligence enabled glasses were found to be comfortable for patients of all ages. However, the sources of social relationships associated with the workplace were also identified. At the same time, artificial intelligences capabilities were found to be weak in some complex diagnostic and surgical procedures.
DOI: 10.15468/dl.zeg2j2
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chilodus fritillus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 11 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006864-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bhzvb6
title: Occurrence Download

description: A dataset containing 461 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lampsilis higginsii",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 461 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006866-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h84964
title: Occurrence Download

description: A dataset containing 4223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eragrostis ferruginea",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 4223 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006868-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kx3xb2
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Atriplex griffithii"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006867-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7yes3g
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Characidium boehlkei",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 42 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006869-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18603022
title: Optimisation Feedback in an NDT

description: Dataset generated by the “what-if” Manager and CI/CD rApps containing results from simulated optimisation scenarios. It includes recommended network configurations, predicted KPI improvements (e.g., coverage, throughput, energy savings), and comparisons between NDT predictions and real network measurements. These datasets support the continuous validation and refinement of AI/ML models used for network reconfiguration.
DOI: 10.5281/zenodo.18603023
title: Optimisation Feedback in an NDT

description: Dataset generated by the “what-if” Manager and CI/CD rApps containing results from simulated optimisation scenarios. It includes recommended network configurations, predicted KPI improvements (e.g., coverage, throughput, energy savings), and comparisons between NDT predictions and real network measurements. These datasets support the continuous validation and refinement of AI/ML models used for network reconfiguration.
DOI: 10.5281/zenodo.18603004
title: Network Digital Twin telemetry

description: Temporal evolution of network metrics simulated or predicted by the NDT for specific scenarios. The dataset will include time-referenced simulated measurements (e.g., RSRP, SINR, PRB usage, buffer occupancy) generated by ns-3 5G-LENA and SIONNA-RT tools, complemented by 3D environmental characterisation (ray-traced propagation maps, obstacle models, user mobility traces). It will also contain model versioning information, scenario configuration files, and AI/ML outputs used for model training, validation, and “what-if” evaluations.
DOI: 10.5281/zenodo.18603003
title: Network Digital Twin telemetry

description: Temporal evolution of network metrics simulated or predicted by the NDT for specific scenarios. The dataset will include time-referenced simulated measurements (e.g., RSRP, SINR, PRB usage, buffer occupancy) generated by ns-3 5G-LENA and SIONNA-RT tools, complemented by 3D environmental characterisation (ray-traced propagation maps, obstacle models, user mobility traces). It will also contain model versioning information, scenario configuration files, and AI/ML outputs used for model training, validation, and “what-if” evaluations.
DOI: 10.5281/zenodo.18602991
title: Network telemetry

description: Temporal evolution of network metrics obtained from a real or emulated network during the first integration phases of the PoC. The dataset will include static planning information (e.g., site topology, gNB locations, antenna configurations) to provide better understanding of the network, as well as DU/CU 3GPP/O-RAN compatible telemetry from cells and UEs in diverse scenarios.
DOI: 10.5281/zenodo.18602990
title: Network telemetry

description: Temporal evolution of network metrics obtained from a real or emulated network during the first integration phases of the PoC. The dataset will include static planning information (e.g., site topology, gNB locations, antenna configurations) to provide better understanding of the network, as well as DU/CU 3GPP/O-RAN compatible telemetry from cells and UEs in diverse scenarios.
DOI: 10.5281/zenodo.18602984
title: Reciprocity Calibration dataset from a small-scale CF-MIMO platform

description: Reciprocity calibration algorithms are based on bidirectional measurements between antennas of the same RU and between different RUs (or APs). The data set will include measurements obtained in the specific deployment of the small-scale CF-MIMOplatform at UC, and the calibration coefficients obtained with our implementation. The data set will enable the evaluation of other distributed OTA algorithms.
DOI: 10.5281/zenodo.18602983
title: Reciprocity Calibration dataset from a small-scale CF-MIMO platform

description: Reciprocity calibration algorithms are based on bidirectional measurements between antennas of the same RU and between different RUs (or APs). The data set will include measurements obtained in the specific deployment of the small-scale CF-MIMOplatform at UC, and the calibration coefficients obtained with our implementation. The data set will enable the evaluation of other distributed OTA algorithms.
DOI: 10.5281/zenodo.18602968
title: Joint Beamforming and RIS Optimization

description: Measurements obtained from RIS-assisted CF-MIMO experiments at the TUBS testbed. The setup integrates six RIS panels (16×16 elements, 5.8 GHz) controlled via Raspberry Pis and optimized jointly with distributed beamforming strategies. The datainclude SINR, CQI, and throughput metrics, enabling performance evaluation of RIS-assisted and cascaded RIS configurations. The experiments aim to quantify coverage uniformity, signal quality gains, and the feasibility of chained RIS setups.