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FIGURE 16 in Description and conservation status of a new species of Australotomurus (Collembola: Entomobryidae: Orchesellinae) from urban Perth remnant bushland
FIGURE 16. Australotomurus morbidus, sp. nov.: dorsal chaetotaxy of head and thorax.
DLR Urban Traffic dataset (DLR UT)
<p>The dataset includes both raw and metadata from the <a href="https://www.dlr.de/en/ts/research-transfer/research-infrastructure/test-areas/recording-technology/research-intersection-a-hub-for-data-collection-in-the-field" target="_blank" rel="noopener">Application Platform Intelligent Mobility (AIM) Research Intersection</a> in Braunschweig, Germany.</p> <p>The raw data comprises trajectory data of traffic participants, as well as traffic light data, local weather data, air quality data, and road condition data. The trajectory data is indexed by object ID and timestamps, including detailed information about the position, speed, acceleration, dimensions, and classification of each object. The dataset contains 32,296 trajectories, covering both motorized and vulnerable road users. The traffic light data captures the current state of all 30 traffic lights at the intersection. The weather data provides information on wind, sunlight, precipitation, visibility, and more. The air quality data represent concentrations of five different gases and fine particle concentrations in the atmosphere. The road condition data provide information on surface temperature, water layer thickness, and more. </p> <p>The metadata contains data extracted from the raw trajectory data, specifically traffic volume data, and 4 OpenSCENARIO files that represent the trajectory data using <a href="https://www.asam.net/static_downloads/ASAM_OpenSCENARIO_V1.2.0_Model_Documentation/modelDocumentation/content/FollowTrajectoryAction.html">FollowTrajectoryActions</a>.</p> <p><em>For any questions regarding the dataset, please contact <a title="mailto:opendata-ts@dlr.de" href="mailto:opendata-ts@dlr.de" target="_blank" rel="noopener">opendata-ts@dlr.de</a>. For citation, please refer to the <a href="https://ieeexplore.ieee.org/document/11097400/" target="_blank" rel="noopener">publication</a>.<br></em></p> <p><em>Take a look at the <a href="https://doi.org/10.5281/zenodo.14012005" target="_blank" rel="noopener">DLR Highway Traffic dataset</a> if you're interested in trajectories up to 6 km long from a German highway.</em></p>
Sketch planning tool for sustainable and resilient urban goods distribution
<p>The urban goods distribution system is a critical component of modern society. However, the COVID-19 pandemic exposed significant vulnerabilities in this system, as it struggled to cope with an unforeseen surge in demand. This crisis highlighted the urgent necessity of developing a resilient and sustainable urban goods distribution system capable of efficiently recovering from high-severity disruptions. To address this challenge, our research team previously developed a novel analytical model, the Robustness, Redundancy, Resourcefulness, and Rapidity - Last-Mile Distribution - Resilience Triangle (R4-LMD-RT) framework. In line with the previous work, this work aims to create a sketch-planning tool tailored for local jurisdictions, based on the R4-LMD-RT model. This tool assists in the strategic planning of urban goods distribution systems, identifying land use requirements and proposing sustainable and resilient strategies, such as urban consolidation, micro-hubs, alternative delivery points, and zero-emission vehicles. As part of a case study, the authors validate the effectiveness of this planning tool by applying it to the city of Los Angeles for a COVID-19-like disruption. The outcome of this research paves the way for more sustainable and resilient urban goods distribution systems in the post-pandemic world.</p>
Supplementary material 1 from: Díaz-Hernández JA, Ugalde-Silva P, Berriozabal-Islas C, Novelo A, Hernández-Uc J, Arana-May A, Pech-Patrón SD, Nava-Jiménez IA, Borbolla-Vázquez J (2023) Aquatic microdiversity from urban cenotes in Cancun, Quintana Roo, Mexico. Subterranean Biology 46: 129-145. https://doi.org/10.3897/subtbiol.46.108082
Kinds of cenotes sampled
Fig. 3 in Changes In The Structure Of Nest Complexes Of The Red Wood Ants Formica Rufa And F. Polyctena (Hymenoptera, Formicidae) In Urban Forests
Fig. 3. Dynamics of changes in total volume (3, A) and number of anthills (3, B) in nest complexes by year of observation. 2017 is not included in the graphs due to the low number of nest complexes observed in that year.
Impacts of irrigation scheduling on urban green space cooling
<p>This record contains the microclimate and soil moisture data from a field experiment that investigated the impacts of irrigation scheduling on urban green space irrigation in Melbourne, Australia.</p>
Data from: Habitat diversification associated with urban development has a little effect on genetic structure in the annual native plant Commelina communis in an East Asian megacity
<p>Basic statistics for each population and genetic and landscape data between populations.</p>
Exploratory Analysis Investigating Cooling Effect of Urban Green: Evidence from Howrah
Open the record for dataset details and reuse information.
CoUDlabs_WP8_T811_UDC_001 Analysis and assessment of new techniques to build-up the topography/geometry of Urban Drainage infrastructure with high resolution
<p>The quality of the results obtained in hydraulic numerical models is strongly conditioned by the accuracy of the input data, especially in the case of shallow waters such as those occurring in urban floods. In addition, urban catchments have kerbs and other urban elements, such as ditches or grates, that condition the flow of the runoff generated during an event. This also occurs in the case of laboratory studies in large-scale facilities, with traditional elevation measurement techniques being too time-consuming to obtain not very high-resolution topographies. Therefore, this dataset includes data from an analysis and assessment of three different devices and techniques to obtain accurate elevation maps with a high resolution: i) conventional camera with the Structure from Motion (SfM) photogrammetric technique, ii) Intel® RealSense™ LiDAR Camera L515 and iii) Depth camera Intel d435i. The measurements from cameras ii) and iii) were combined with a 3D reconstruction software. Finally, a topographic manual survey was used as a base for coordinate referencing and elevation comparison. Surveys data, including the images used during the SfM survey, and resulted DEM were included in this dataset. </p><p>This dataset is a result from the Joint Research Activity 3 (WP8, Improving Resilience and Sustainability in Urban Drainage solutions), Task 8.1.1. (Development of Scalable Hydrodynamic Performance Protocols.) within Co-UDlabs project, funded under the European Union's Horizon 2020 research and innovation programme under grant agreement No 101008626.</p>
Research on the impact of the digital economy on urban entrepreneurial activity: Evidence from China
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Supplementary material 2 from: Lessi BF, Geneletti D, Cortinovis C, Dias MM, Reis MG (2024) Bird richness and Ecosystems Services across an urban to natural gradient in south-eastern Brazil: implications for landscape planning and future scenarios. One Ecosystem 9: e114955. https://doi.org/10.3897/oneeco.9.e114955
Supplementary material 2
Supplementary material 3 from: Lessi BF, Geneletti D, Cortinovis C, Dias MM, Reis MG (2024) Bird richness and Ecosystems Services across an urban to natural gradient in south-eastern Brazil: implications for landscape planning and future scenarios. One Ecosystem 9: e114955. https://doi.org/10.3897/oneeco.9.e114955
Supplementary material 3
Supplementary material 1 from: Lessi BF, Geneletti D, Cortinovis C, Dias MM, Reis MG (2024) Bird richness and Ecosystems Services across an urban to natural gradient in south-eastern Brazil: implications for landscape planning and future scenarios. One Ecosystem 9: e114955. https://doi.org/10.3897/oneeco.9.e114955
Supplementary material 1
Forecasting the Potential Impact of Urban Expansion on Ecological Networks in Urban Clusters
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Fig. 9 in Remarks on Hymenoptera on urban green roofs in Belgium
Fig. 9. Leiophron deficiens (Ruthe, 1856); OCMW Arena (May 2021). © Bart Minnebo.
Fig. 8 in Remarks on Hymenoptera on urban green roofs in Belgium
Fig. 8. Pentapleura cf. angustula; Recycling park Wilrijk (May 2020). © Augustijn De Ketelaere.
Fig. 5 in Remarks on Hymenoptera on urban green roofs in Belgium
Fig. 5. Worker of Myrmica scabrinodis Nylander, 1846. © RBINS.
Fig. 6 in Remarks on Hymenoptera on urban green roofs in Belgium
Fig. 6. Dinotrema sp.; Administrative centre Den Bell (May 2020). © Augustijn De Ketelaere.
Fig. 7. Idiasta dichrocera Konigsmann, 1960 in Remarks on Hymenoptera on urban green roofs in Belgium
Fig. 7. Idiasta dichrocera Konigsmann, 1960; Hardenvoort (July 2021). © Bart Minnebo.
Fig. 4. Gonatopus lunatus Klug, 1810 in Remarks on Hymenoptera on urban green roofs in Belgium
Fig. 4. Gonatopus lunatus Klug, 1810; Hoek van Holland (2018-07-14). © Dick Belgers.
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.