cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34808/ws6q-vs52
title: Energy, water detailed usage. Living lab testing for sustainable urban food-water-energy cycle. Feb. 2023

description: Data set contains detailed, continuous measurements of the usage of water and electricalenergy (AC power) in an experimental facility set up in a scientific laboratory(Laboratorium im. B.Niemkiewicza) at the Faculty of Mechanical Engineering and OceanTechnology of the Gdansk University of Technology. The test bed was established in cooperationwith the Faculty of Architecture of same university for the purpose of aresearch on sustainable use of resources in urban environment. The lab is a living spaceused by numerous humans: members of staff and sudents. The correlation between theuse and daily activities is being studied. Influence of urban environment specifics upon theuse of resources is the object of the study.The data set structure and detailed description is given in a file 'Data set description.pdf'contained in the compressed catalogue.The data set format is CSV.1 month worth of data recording. Feb. 2023
DOI: 10.17028/rd.lboro.28683491.v1
title: Supplementary information files for "Impact of size and UV-ageing of polystyrene nanoparticles on copper(ii) adsorption: kinetics and isotherms in aquatic environments"

description: Supplementary files for article "Impact of size and UV-ageing of polystyrene nanoparticles on copper(ii) adsorption: kinetics and isotherms in aquatic environments"There has been substantial concern over the potential for microplastics to serve as vectors for toxic heavy metals through adsorption. The mechanisms involved in this process are particularly understudied in the context of nano-sized particles. To address this gap, we report the adsorption of Cu<sup>2+</sup> ions to polystyrene nanoparticles (PS-NPs) in simulated aquatic environmental conditions, with and without UV-ageing. Surfactant-free PS-NPs were synthesised with average diameters of 130, 260 and 520 nm. Scanning electron microscopy and dynamic light scattering characterisation of PS-NPs revealed increased instability and aggregation with decreasing particle size, following UV-ageing. While PS-130 nm initially exhibited higher Cu<sup>2+</sup> adsorption capacity in DI water, this value shifted in favour of PS-260 nm after UV-ageing, due to higher colloidal instability of PS-130 nm. Yet, in seawater, 3–4 times reduction in adsorption was observed for all the samples, compared to DI water, alongside accelerated equilibrium times, attributed to the competition of ions in seawater. On the surface of UV-aged PS-NPs, X-ray photoelectron spectroscopy analysis showed an increase in Cu(OH)<sub>2</sub> bonds after adsorption, resulting in increased activation energy of adsorption compared to original samples. Adsorption isotherms favoured the Freundlich model, highlighting a distinct isotherm shape for each medium and a tendency toward a linear isotherm as the particle size and/or temperature increased. This research enhances our understanding of PS-NPs behaviour in aquatic environments, paving the way for exploring metal ions' interaction with complex plastic nanoparticles in future studies.<br><br>© The Author(s) CC BY-NC 3.0
DOI: 10.17028/rd.lboro.28683491
title: Supplementary information files for "Impact of size and UV-ageing of polystyrene nanoparticles on copper(ii) adsorption: kinetics and isotherms in aquatic environments"

description: Supplementary files for article "Impact of size and UV-ageing of polystyrene nanoparticles on copper(ii) adsorption: kinetics and isotherms in aquatic environments"There has been substantial concern over the potential for microplastics to serve as vectors for toxic heavy metals through adsorption. The mechanisms involved in this process are particularly understudied in the context of nano-sized particles. To address this gap, we report the adsorption of Cu<sup>2+</sup> ions to polystyrene nanoparticles (PS-NPs) in simulated aquatic environmental conditions, with and without UV-ageing. Surfactant-free PS-NPs were synthesised with average diameters of 130, 260 and 520 nm. Scanning electron microscopy and dynamic light scattering characterisation of PS-NPs revealed increased instability and aggregation with decreasing particle size, following UV-ageing. While PS-130 nm initially exhibited higher Cu<sup>2+</sup> adsorption capacity in DI water, this value shifted in favour of PS-260 nm after UV-ageing, due to higher colloidal instability of PS-130 nm. Yet, in seawater, 3–4 times reduction in adsorption was observed for all the samples, compared to DI water, alongside accelerated equilibrium times, attributed to the competition of ions in seawater. On the surface of UV-aged PS-NPs, X-ray photoelectron spectroscopy analysis showed an increase in Cu(OH)<sub>2</sub> bonds after adsorption, resulting in increased activation energy of adsorption compared to original samples. Adsorption isotherms favoured the Freundlich model, highlighting a distinct isotherm shape for each medium and a tendency toward a linear isotherm as the particle size and/or temperature increased. This research enhances our understanding of PS-NPs behaviour in aquatic environments, paving the way for exploring metal ions' interaction with complex plastic nanoparticles in future studies.<br><br>© The Author(s) CC BY-NC 3.0
DOI: 10.14279/depositonce-23196
title: TU-CSE Dataset

description: This dataset presents high-quality point cloud data and corresponding 3D models (LOD200) from five distinct residential environments. The dataset is designed to support advancements in as-built building modeling, semantic segmentation, and object detection, addressing the challenges of diverse architectural styles, spatial layouts, and real-world conditions. Each dataset includes raw point cloud data processed to ensure precision and completeness, along with manually reconstructed 3D models conforming to Level of Detail 200 (LOD200). These models provide simplified geometric representations suitable for spatial analysis, topology extraction, and artificial intelligence applications. The five datasets comprise: Multi-Floor Houses (D1, D2), showcasing complex multi-level layouts with cluttered interiors; a House Under Construction (D3), emphasizing the unique characteristics of unfinished structures; a Student Dormitory (D4), representing dynamic, fully furnished shared living spaces captured via MLS; and a High-Rise Apartment (D5), illustrating compact urban living with open floorplans and natural lighting. The inclusion of both raw point cloud data and LOD200 models offers a versatile foundation for exploring a wide range of applications, including automated space classification, topology modeling, and AI-driven object recognition. By making this dataset publicly accessible, the research aims to bridge gaps in current datasets by providing high-quality, diverse data for academic and industrial use. It invites researchers to test algorithms, develop new methodologies, and explore innovative solutions for building assessment and reconstruction tasks. This contribution is expected to stimulate advancements in point cloud processing and as-built modeling, offering valuable insights into the capabilities and limitations of current algorithms while encouraging the development of robust, scalable approaches for real-world applications.
DOI: 10.6084/m9.figshare.28683545
title: Timing of inversion of the Weald–Boulonnais basin inferred from calcite U–Pb geochronology of brittle structures along the Opal coast, northern France

description: All U–Pb data
DOI: 10.34808/e3dw-rn38
title: Energy, water detailed usage. Living lab testing for sustainable urban food-water-energy cycle. Mar. 2023

description: Data set contains detailed, continuous measurements of the usage of water and electricalenergy (AC power) in an experimental facility set up in a scientific laboratory(Laboratorium im. B.Niemkiewicza) at the Faculty of Mechanical Engineering and OceanTechnology of the Gdansk University of Technology. The test bed was established in cooperationwith the Faculty of Architecture of same university for the purpose of aresearch on sustainable use of resources in urban environment. The lab is a living spaceused by numerous humans: members of staff and sudents. The correlation between theuse and daily activities is being studied. Influence of urban environment specifics upon theuse of resources is the object of the study.The data set structure and detailed description is given in a file 'Data set description.pdf'contained in the compressed catalogue.The data set format is CSV.1 month worth of data recording. Mar. 2023
DOI: 10.5281/zenodo.15100845
title: AI & ML - Papers in EPMC
DOI: 10.5281/zenodo.15100846
title: AI & ML - Papers in EPMC
DOI: 10.34808/4t71-ms09
title: Energy, water detailed usage. Living lab testing for sustainable urban food-water-energy cycle. Apr. 2023

description: Data set contains detailed, continuous measurements of the usage of water and electricalenergy (AC power) in an experimental facility set up in a scientific laboratory(Laboratorium im. B.Niemkiewicza) at the Faculty of Mechanical Engineering and OceanTechnology of the Gdansk University of Technology. The test bed was established in cooperationwith the Faculty of Architecture of same university for the purpose of aresearch on sustainable use of resources in urban environment. The lab is a living spaceused by numerous humans: members of staff and sudents. The correlation between theuse and daily activities is being studied. Influence of urban environment specifics upon theuse of resources is the object of the study.The data set structure and detailed description is given in a file 'Data set description.pdf'contained in the compressed catalogue.The data set format is CSV.1 month worth of data recording. Apr. 2023
DOI: 10.23729/fd-81ed26fc-ca5a-3c9f-82f7-e1a3c6e40999
title: Drone image dataset: Krottilanlahti 7.2.2025

description: A dataset of images from a drone imaging mission in Krottilanlahti, Ruissalo, Turku, Finland by Turku University of Applied Sciences in 2025.

The dataset consists of a drone data table, aerial survey images, an orthomosaic image and ODM Quality Report.

The drone data table includes information about the flight: shooting location, municipality, date, drone, shooting height, shooting direction, front overlap ratio, side overlap ratio, operator, processing in OpenDroneMap (yes/no), orthomosaic (yes/no), surface model (yes/no), 3D model (yes/no), GPS error (RMS), coordinate system, file location of aerial survey images, file location of the orthomosaic image and the ODM Quality Report, information whether the orthomosaic image has been clipped (yes/no) and project.

The orthomosaic image is based on aerial survey images and made with WebODM Drone Software.

The ODM Quality Report is a report on the processing of the aerial survey images.
DOI: 10.5281/zenodo.15097968
title: Notas de leitura do processo "Instalações Sanitárias Públicas nos Penedos [1945 – 1949]"

description: Notas de leitura do processo “Instalações Sanitárias Públicas nos Penedos [1945 – 1949]” existente no Arquivo Municipal de Sines, em Sines.Registo efetuado em setembro de 2024 no âmbito do projeto de investigação ArchNeed – The Architecture of Need: Community Facilities in Portugal (1945-1985) (Fundação para a Ciência e a Tecnologia – PTDC/ART-DAQ/6510/2020) e publicado online em https://arquitecturaaqui.eu/pt/documentacao/processos/49270/instalacoes-sanitarias-publicas-nos-penedos .Dados exportados da plataforma Arquitectura Aqui (https://arquitecturaaqui.eu), repositório do referido projeto, em março de 2025.
DOI: 10.5281/zenodo.15097969
title: Notas de leitura do processo "Instalações Sanitárias Públicas nos Penedos [1945 – 1949]"

description: Notas de leitura do processo “Instalações Sanitárias Públicas nos Penedos [1945 – 1949]” existente no Arquivo Municipal de Sines, em Sines.Registo efetuado em setembro de 2024 no âmbito do projeto de investigação ArchNeed – The Architecture of Need: Community Facilities in Portugal (1945-1985) (Fundação para a Ciência e a Tecnologia – PTDC/ART-DAQ/6510/2020) e publicado online em https://arquitecturaaqui.eu/pt/documentacao/processos/49270/instalacoes-sanitarias-publicas-nos-penedos .Dados exportados da plataforma Arquitectura Aqui (https://arquitecturaaqui.eu), repositório do referido projeto, em março de 2025.
DOI: 10.23729/fd-7131f23d-a2f7-3f82-91f3-3f660ec06e57
title: Drone image dataset: Sjölax 19.2.2025

description: A dataset of images from a drone imaging mission in Sjölax, Kemiönsaari, Finland by Turku University of Applied Sciences in 2025.

The dataset consists of a drone data table, aerial survey images, an orthomosaic image and ODM Quality Report.

The drone data table includes information about the flight: shooting location, municipality, date, drone, shooting height, shooting direction, front overlap ratio, side overlap ratio, operator, processing in OpenDroneMap (yes/no), orthomosaic (yes/no), surface model (yes/no), 3D model (yes/no), GPS error (RMS), coordinate system, project, file location of aerial survey images, file location of the orthomosaic image and the ODM Quality Report, information whether the orthomosaic image has been clipped (yes/no) and project.

The orthomosaic image is based on aerial survey images and made with WebODM Drone Software.

The ODM Quality Report is a report on the processing of the aerial survey images.
DOI: 10.34808/qhxz-2c29
title: Energy, water detailed usage. Living lab testing for sustainable urban food-water-energy cycle. May. 2023

description: Data set contains detailed, continuous measurements of the usage of water and electricalenergy (AC power) in an experimental facility set up in a scientific laboratory(Laboratorium im. B.Niemkiewicza) at the Faculty of Mechanical Engineering and OceanTechnology of the Gdansk University of Technology. The test bed was established in cooperationwith the Faculty of Architecture of same university for the purpose of aresearch on sustainable use of resources in urban environment. The lab is a living spaceused by numerous humans: members of staff and sudents. The correlation between theuse and daily activities is being studied. Influence of urban environment specifics upon theuse of resources is the object of the study.The data set structure and detailed description is given in a file 'Data set description.pdf'contained in the compressed catalogue.The data set format is CSV.1 month worth of data recording. May. 2023
DOI: 10.15468/dl.cmwtab
title: Occurrence Download

description: A dataset containing 16380 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pteropus alecto Temminck, 1837"
 ]
}

 The dataset includes 16380 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005090-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdg4fz
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Alvinella pompejana Desbruyères & Laubier, 1980"
 ]
}

 The dataset includes 34 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005086-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxuu8v
title: Occurrence Download

description: A dataset containing 2598 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pteropus giganteus (Brünnich, 1782)"
 ]
}

 The dataset includes 2598 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005089-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uecmnq
title: Occurrence Download

description: A dataset containing 49057 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Genetta genetta (Linnaeus, 1758)"
 ]
}

 The dataset includes 49057 records from 660 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005077-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.myhhhg
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Stevia hilarii B.L.Rob.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035602-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxgzr4
title: Occurrence Download

description: A dataset containing 9231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Myotis lucifugus (Le Conte, 1831)"
 ]
}

 The dataset includes 9231 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0346702-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eqawsn
title: Occurrence Download

description: A dataset containing 367 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Cinclosoma ajax (Temminck, 1836)"
 ]
}

 The dataset includes 367 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060316-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ruxqq
title: Occurrence Download

description: A dataset containing 5467963 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Year 2001-2019",
 "HasCoordinate is true",
 "TaxonKey is Animalia",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5467963 records from 564 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035606-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.egnwqy
title: Occurrence Download

description: A dataset containing 80759 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Canis lupus Linnaeus, 1758"
 ]
}

 The dataset includes 80759 records from 311 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120406-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bbban5
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tetrastigma voinierianum (Baltet) Pierre ex Gagnep."
 ]
}

 The dataset includes 84 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060306-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kqutld
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Stevia morii R.M.King & H.Rob.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 74 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035607-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ae3ekc
title: Occurrence Download

description: A dataset containing 490869 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Swedish Bird Survey: Summer point count routes (Sommarpunktrutterna)"
 ]
}

 The dataset includes 490869 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005989-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywsrsn
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Burundi",
 "OccurrenceStatus is Present",
 "TaxonKey is Maesopsis eminii Engl."
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047596-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4rax8f
title: Occurrence Download

description: A dataset containing 999884 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "TaxonKey is Cacatua galerita (Latham, 1790)"
 ]
}

 The dataset includes 999884 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047594-241126133413365/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.28088561.v4
title: <b>Litter manipulation</b><b> alters the belowground bud bank and aboveground shoot density in a temperate grassland</b>

description: We assessed the bud densities, shoot densities and their ratios for the total community and two functional groups after long-term (2011-2022) litter treatments in temperate semi-arid grasslands of China.
DOI: 10.15468/dl.n45mxc
title: Occurrence Download

description: A dataset containing 49893181 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "OccurrenceStatus is Present",
 "Year 1999-2023"
 ]
}

 The dataset includes 49893181 records from 1406 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047557-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tw3jzx
title: Occurrence Download

description: A dataset containing 5553059 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Macao, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta",
 "Year 1840-2024"
 ]
}

 The dataset includes 5553059 records from 450 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047583-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8q2f6c
title: Occurrence Download

description: A dataset containing 95652 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Papaver dubium L."
 ]
}

 The dataset includes 95652 records from 554 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0223998-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.