cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10379172
title: ROMI - Plant phenotyping test data

description: This is an example and test dataset acquired (real_plant) and generated (virtual_plant and arabidopsis000) in the context of the ROMI's project plant phenotyping effort.

 

Archive configs.zip contains the configuration files used with the romi_run_task CLI to reconstruct the datasets.

The 3 RAW datasets are in the following archives:



arabidospsis000.zip:  72 snapshots of a virtual Arabidopsis thaliana plant generated with the Virtual Plant Imager;

real_plant.zip: 60 images of a Col-0 Arabidopsis thaliana plant acquired with the Plant Imager;

virtual_plant.zip: 18 snapshots of a virtual Arabidopsis thaliana plant generated with the Virtual Plant Imager;


The 2 analyzed datasets are in the following archives:



real_plant_analyzed.zip: the real_plant dataset reconstructed using the AnglesAndInternodes task with the config/test_geom_pipe_real.toml configuration file;

virtual_plant_analyzed.zip: the virtual_plant dataset reconstructed using the AnglesAndInternodes task with the config/test_geom_pipe_virtual.toml configuration file;


To reproduce the reconstruction pipelines from the Plant-3D-Vision library, you may use the roboticsmicrofarms/plant-3d-vision docker image. Have a look at the official documentation here.

Archive  models.zip contains a preconfigured directory structure with the trained CNN weight file Resnet_896_896_epoch50.pt.
DOI: 10.34740/kaggle/ds/4344821
title: 🌟 India's Airbnb Gems: 2024 Trending Picks 🏠
DOI: 10.3886/e111107v1-145557
title: National Neighborhood Data Archive (NaNDA): Neighborhood Socioeconomic and Demographic Characteristics of Census Tracts, United States, 2000-2010

description: This dataset contains measures of socioeconomic and demographic characteristics by US census tract for the years 2000-2010. Example measures include population density; population distribution by race, ethnicity, age, and income; and proportion of population living below the poverty level, receiving public assistance, and female-headed families. The dataset also contains a set of index variables to represent neighborhood disadvantage and affluence.<br><br>A curated version of this data is available through ICPSR at http://dx.doi.org/10.3886/ICPSR38528.v1.<br>
description: All census tracts in the United States, including Puerto Rico. Smallest Geographic Unit: Census tract
description: This dataset is complemented by a similar version (National Neighborhood Data Archive (NaNDA): Socioeconomic Status and Demographic Characteristics of Census Tracts, United States, 2008-2017, https://www.openicpsr.org/openicpsr/project/119451) which is based on the same theoretical findings and covers the period 2008-2017. Users wanting to combine this dataset with measures from 2008-2017 should be aware of key differences between how measures are calculated across the two datasets. For more information, see the "Usage Note" section of the documentation.
DOI: 10.6084/m9.figshare.24864540
title: Source data of Zn-fa-datz (1) and Zn-fa-atz (2) that support the findings of this study.xlsx

description: C2H4 separation from C2H2/C2H4/C2H6 ternary mixture to CO2/C2H2/C2H4/C2H6 quaternary mixture system
DOI: 10.5281/zenodo.10091817
title: Quasiparticle Andreev Scattering in the nu=1/3 Fractional Quantum Hall Regime

description: Raw measurements, analysis codes and plotted data for P. Glidic et al., "Quasiparticle Andreev Scattering in the nu=1/3 Fractional Quantum Hall Regime", Nature Communications 14, 514 (2023); arXiv:2206.08068.
The "RawDataAnalysis" folder includes raw measurement files (*.dat, ascii) and codes for their averaging and analysis (*.wl, mathematica scripts readable as ascii text), see "RawDataAnalysis\_Readme.txt".
The "PlottedData" folder includes all plotted data (*.dat, ascii) organized in separate sub-folders each corresponding to a different figure, see "PlottedData\_Readme.txt".
DOI: 10.5281/zenodo.10091819
title: Quasiparticle Andreev Scattering in the nu=1/3 Fractional Quantum Hall Regime

description: Raw measurements, analysis codes and plotted data for P. Glidic et al., "Quasiparticle Andreev Scattering in the nu=1/3 Fractional Quantum Hall Regime", Nature Communications 14, 514 (2023); arXiv:2206.08068.
The "RawDataAnalysis" folder includes raw measurement files (*.dat, ascii) and codes for their averaging and analysis (*.wl, mathematica scripts readable as ascii text), see "RawDataAnalysis\_Readme.txt".
The "PlottedData" folder includes all plotted data (*.dat, ascii) organized in separate sub-folders each corresponding to a different figure, see "PlottedData\_Readme.txt".
DOI: 10.18743/data.00001
title: Behavioural data from two dual task experiments (Random Generation and the Wisconsin Card Sort Test, combined with simple executive function tests)

description: The data relate to two experiments that use dual-task interference to provide support for multiple distinct executive functions and to establish the differential contributions of those functions in two relatively complex executive tasks – Random Generation and the Wisconsin Card Sorting Test. Each data set consists of separate data files from each participant in four conditions: a control condition without a secondary task and three conditions with different secondary tasks. See http://dx.doi.org/10.1080/17470218.2011.629053 for details of the experiments.
description: The data were collected using a MatLab program with the Psychtoolbox library. The program presented the task on screen and collected mouse-click responses. For the Random Generation task this involved presenting the clock-face display described in the original publication and collecting a series of mouse-click responses and response times. For the Wisconsin Card Sort Test this involved presenting the target cards and each successive card to be sorted on screen, and collecting the target pile selected for each card. Secondary tasks (three simple "executive" tasks - digit switching, two-back and go/no-go) were administered with E-Prime and the data collected, coded and collated manually.
DOI: 10.18743/data.00002
title: JSON-Encoded Textual Variance Between the Published Versions of David Mitchell's Cloud Atlas in "An Orison of Sonmi ~451"

description: This dataset represents my work to interpret the variances between the two published editions of David Mitchell's Cloud Atlas as described in Martin Paul Eve, '"You have to keep track of your changes": The Version Variants and Publishing History of David Mitchell's Cloud Atlas', Open Library of Humanities, 2(1), http://dx.doi.org/10.16995/olh.82. It was created through a hermeneutic process of cross-comparing the different texts and then marked-up in JSON by hand. Potential re-uses include corrections, further visualization, digital-humanities teaching, and structural analysis.
description: The dataset was created by close-reading the two versions of David Mitchell's Cloud Atlas side-by-side and making subjective/hermeneutic/interpretational judgements about the functional equivalence, or otherwise, of passages. I then transcribed this into a JSON dictionary.

The dataset covers the section of Cloud Atlas entitled "An Orison of Sonmi ~451" in its entirety. A side-by-side comparison of the texts indicated that this is where the primary differences lie between the versions.
DOI: 10.5281/zenodo.10554718
title: Eikonal Simulations

description: This data includes eikonal simulations on :



an AUC mesh (a bi-ventricular geometry): 3 ectopic simulations with their corresponding ECGs and an example of s1s2 protocol

an atria mesh (bi-atrial geometry): an example with s1s2 protocol
DOI: 10.5281/zenodo.10554719
title: Eikonal Simulations

description: This data includes eikonal simulations on :



an AUC mesh (a bi-ventricular geometry): 3 ectopic simulations with their corresponding ECGs and an example of s1s2 protocol

an atria mesh (bi-atrial geometry): an example with s1s2 protocol
DOI: 10.5255/ukda-sn-856774
title: Building Towards One Health: Food Perception and Consumption in Vietnam: An Interdisciplinary and International Perspective, 2023

description: Our research network project, "Engaging with One Health: Translating Perceptions Regarding Aquatic and Terrestrial Animal Consumption in Vietnam," funded by a NERC Hopping Grant to the University of Stirling, addresses critical challenges at the intersection of human, animal, and environmental health in aquatic and terrestrial systems by investigating food Perception and Consumption in Vietnam from an Interdisciplinary and International Perspective. 
The One Health framework is essential, as different cultures and languages shape varied perspectives on food, including aspects like quality, cultural value, sustainability, and animal welfare. In Vietnam, where the One Health concept is gaining traction in response to health challenges from rapid development, urbanization, and population growth, there's a pressing need for comprehensive data on how food perceptions integrate into public health and environmental policies. To fill this gap, our mixed-methods approach, encompassing questionnaires, observation, and fieldwork, investigates three critical aspects related to One Health: food consumption and technology, language and culture, and policy and governance. It aims to 1) understand and address complex human, animal health and environmental challenges in Vietnam, contributing to the broader goals of the One Health framework; 2)stimulate academic engagement, assessing the values driving the demand for wild and cultivated animals for food and medicine; 3) build a new interdisciplinary approach to engage with One Health network with different disciplines of academia, industries, policymakers, and stakeholders.
During our public engagement events and workshops from March 13th to 16th, 2023, we designed 15 questionnaires. The results of the questionnaire poll, the field trip to Ho Chi Minh City and the Mekong Delta, and the workshop observation form the basis of our potential funding applications and research articles. By identifying cultural and linguistic knowledge gaps around food perception, we aim to inform how these perceptions are translated into public health and environmental policies. We believe our network project will significantly contribute to the academic discourse on the critical intersection of culture, language, and One Health in the context of food consumption.
DOI: 10.21227/kn5m-z290
title: Telemanipulation of Autonomous Drones Using Digital Twins of Aerial Traffic

description: ``By touching an instrument placed in the southern gallery, a miniature Spanish cruiser anchored in the fountain lake on the lower floor, 90 feet away, was blown into the air. There was no connection between the transmitter and the vessel in the lake'' reported the New York Times in 1898. Although it was believed as magic by many, Nikola Tesla, by pushing the boundaries once again, became the ancestor of modern-day remotely controlled wireless drones -- ``The first of a race of robots, mechanical men which will do the laborious work of the human race'' -- by inventing the first radio-controlled vessel using radio waves -- an invention beyond its time. Human-robot dialogue as well as the manipulation of drones has evolved substantially since then in line with the development of autonomy. In this direction, a scalable agent-based platform -- the so-called AITL-WING-HITL -- was designed for the telemanipulation of autonomous unmanned aerial vehicles (A-UAVs) from the perspective of human-multirobot architecture using Digital Twins (DTs) of aerial traffic when the new driver -- AI agent -- runs into an unorthodox situation where autonomy is insufficient to cope with. The platform, equipped with an advanced precision control, force-sensitive patented mouse, the so-called WING, as an immersive device, was tested with participants using measurable parameters to verify the viability of the platform and to find out the further improvement points in the developed architecture. The results suggest that AITL (Autonomy-In-The-Loop) A-UAV agents and HITL (Human-In-The-Loop) Human Telemanipulator (HTM) agents can co-work to achieve a synergistic task performance using a socio-cognitive interaction model within the platform. Autonomous intervention mechanisms and human teleoperation scenarious are placed in this reposotory.
DOI: 10.6084/m9.figshare.25047746
title: Bulk RNAseq <i>in vitro </i>

description: Bulk RNAseq from cultured fibroblasts
DOI: 10.6084/m9.figshare.25044635
title: Supplementary data for the paper:Anti-Inflammatory Roles of Type I Interferon Signaling in the Lung

description: Type I interferons are known for their antiviral activities. In this study, we demonstrate a conserved anti-inflammatory role of type I interferon signaling against diverse stimuli in the lung. We show that exacerbated inflammatory response in the absence of type I interferon signaling has both acute and chronic consequences in the lung including structural changes.
DOI: 10.6084/m9.figshare.25044635.v1
title: Supplementary data for the paper:Anti-Inflammatory Roles of Type I Interferon Signaling in the Lung

description: Type I interferons are known for their antiviral activities. In this study, we demonstrate a conserved anti-inflammatory role of type I interferon signaling against diverse stimuli in the lung. We show that exacerbated inflammatory response in the absence of type I interferon signaling has both acute and chronic consequences in the lung including structural changes.
DOI: 10.5281/zenodo.7866689
title: Products and Models for "Detection of carbon monoxide's 4.6 micron fundamental band structure in WASP-39b's atmosphere with JWST NIRSpec G395H"

description: Overview:


Carbon monoxide (CO) is predicted to be the dominant carbon-bearing molecule in giant planet atmospheres, and, along with water, is important for discerning the oxygen and therefore carbon-to-oxygen ratio of these planets. The fundamental absorption mode of CO has a broad double-branched structure composed of many individual absorption lines from 4.3 to 5.1  µm, which can now be spectroscopically measured with JWST. Here we present a technique for detecting the rotational sub-band structure of CO at medium resolution with the NIRSpec G395H instrument. We use a single transit observation of the hot Jupiter WASP-39b from the JWST Transiting Exoplanet Community Early Release Science (JTEC ERS) program at the native resolution of the instrument (R ~ 2700) to resolve the CO absorption structure. We robustly detect absorption by CO, with an increase in transit depth of 264 \(\pm\) 68 ppm, in agreement with the predicted CO contribution from the best-fit model at low resolution. This detection confirms our theoretical expectations that CO is the dominant carbon-bearing molecule in WASP-39b's atmosphere, and further supports the conclusions of low C/O and super-solar metallicities presented in the JTEC ERS papers for WASP-39b.
DOI: 10.5281/zenodo.7866690
title: Products and Models for "Detection of carbon monoxide's 4.6 micron fundamental band structure in WASP-39b's atmosphere with JWST NIRSpec G395H"

description: Overview:


Carbon monoxide (CO) is predicted to be the dominant carbon-bearing molecule in giant planet atmospheres, and, along with water, is important for discerning the oxygen and therefore carbon-to-oxygen ratio of these planets. The fundamental absorption mode of CO has a broad double-branched structure composed of many individual absorption lines from 4.3 to 5.1  µm, which can now be spectroscopically measured with JWST. Here we present a technique for detecting the rotational sub-band structure of CO at medium resolution with the NIRSpec G395H instrument. We use a single transit observation of the hot Jupiter WASP-39b from the JWST Transiting Exoplanet Community Early Release Science (JTEC ERS) program at the native resolution of the instrument (R ~ 2700) to resolve the CO absorption structure. We robustly detect absorption by CO, with an increase in transit depth of 264 \(\pm\) 68 ppm, in agreement with the predicted CO contribution from the best-fit model at low resolution. This detection confirms our theoretical expectations that CO is the dominant carbon-bearing molecule in WASP-39b's atmosphere, and further supports the conclusions of low C/O and super-solar metallicities presented in the JTEC ERS papers for WASP-39b.
DOI: 10.6084/m9.figshare.25048007
title: 20240124_starrydata2

description: All data on Starrydata2, a database of experimental properties in the field of inorganic materials
DOI: 10.6084/m9.figshare.25048007.v1
title: 20240124_starrydata2

description: All data on Starrydata2, a database of experimental properties in the field of inorganic materials
DOI: 10.6084/m9.figshare.25047860
title: Crustal-derived CO<sub>2</sub> production from plutons in carbonate is driven by shallow metamorphic decarbonation not assimilation

description: Data tables S1 through S7 that accompany the following paper submitted to <i>Geochemistry, Geophysics, Geosystems</i> (DOI will be provided once available).Table S1: Bulk-rock major element (wt.%) and trace element (ppm) composition for hand samplesTable S2: <sup>87</sup>Sr/<sup>86</sup>Sr isotope compositions for bulk rock powdersTable S3: Oxygen isotope (d<sup>18</sup>O ‰ VSMOW) compositions for bulk rock powders and clinopyroxeneTable S4: Carbon (d<sup>13</sup>C ‰ VPDB) and isotope (d<sup>18</sup>O ‰ VSMOW) compositions for Quatsino limestoneTable S5: Electron Probe Micro-Analyses Phase CompositionsTable S6: Laser Ablation Inductively Coupled Mass Spectrometry Phase CompositionsTable S7: CO<sub>2</sub> mass and flux calculations<br>
DOI: 10.5281/zenodo.10556710
title: Supplementary Website and Scripts for the Paper "Measuring and Modeling Group Dynamics in Open-Source Software Development: A Tensor Decomposition Approach"

description: Supplementary website containing result plots and analysis scripts of the paper "Measuring and Modeling Group Dynamics in Open-Source Software Development: A Tensor Decomposition Approach".
DOI: 10.5281/zenodo.10556709
title: Supplementary Website and Scripts for the Paper "Measuring and Modeling Group Dynamics in Open-Source Software Development: A Tensor Decomposition Approach"

description: Supplementary website containing result plots and analysis scripts of the paper "Measuring and Modeling Group Dynamics in Open-Source Software Development: A Tensor Decomposition Approach".
DOI: 10.12754/data-2024-0002
title: Geersen_2024_multibeam_ship

description: Multibeam echosounder data collected in 2021 during RV ALKOR Cruise AL565 and in 2023 during FK Littorina cruise L0123. The data has been gridded to 2 * 2 m resolution.
DOI: 10.4121/6cbca7b1-4e1c-4a22-9a38-16167b208f65.v1
title: Supplementary materials for the publication: Using mobile air cleaners in school classrooms for aerosol removal: which, where, and how

description: The files presented here are associated with the paper entitled <em>Using mobile air cleaners in school classrooms for aerosol removal: which, where, and how</em>. It contains the supplementary information which helps explaining the methods, as well as data that supports the findings of the study. The study investigated the proper strategies of using mobile air cleaners in school classrooms for removing respiratory aerosols, where different types of mobile air cleaners were selected and assessed through both physical measurements and panel perception evaluation, regarding both the air cleaning efficiency and occupants' comfort.Further information will be updated when the paper is published.
DOI: 10.5281/zenodo.7190302
title: diFUME Modeled CO2 fluxes V03

description: Description:


Weekly mean CO2 fluxes (FC, μmol CO2 m-2 s-1) after the inversion method (posteriors) in weekly cycles developed in diFUME project. The variance (σ2) of the posterior distributions is also provided. The inversion method is different from the posteriors of V02.


 


Each flux component is provided separately:


Building heating emissions: Eb


Commercia/Industrial emissions: Ec


Vehicle emissions: Ev


Human respiration: Rh


Biogenic flux: Bm (sum of soil respiration, plant respiration and plant photosynthesis)


Total FC = Eb + Ec + Ev + Rh + Bm


 


Filenames:


**_postyyyyMMdd: Posterior model estimations for the week that starts at the day defined by yyyy: year, MM: month, dd: day


**_post_varyyyyMMdd: Posterior model variances (σ2) for the week that starts at the day defined by yyyy: year, MM: month, dd: day


 


Data specifications:


CRS: EPSG:32632 - WGS 84 / UTM zone 32N - Projected


Spatial Extent: 392120.0,5266860.0 : 395160.0,5269840.0


Temporal Extent: 2018


Units: meters


Width: 152


Height: 149


Bands: 1


Pixel Size: 20,-20


Data type: Float32 - Thirty two bit floating point


GDAL Driver Description: GTiff


GDAL Driver Metadata: GeoTIFF
DOI: 10.5281/zenodo.7190303
title: diFUME Modeled CO2 fluxes V01

description: Description: Mean monthly CO2 fluxes (μmol CO2 m-2 s-1) according to the bottom-up model developed in diFUME project. Each flux component is also provided separately: Building heating emissions: Eb Commercia/Industrial emissions: Ec Vehicle emissions: Ev Human respiration: Rh Soil respiration: RS Plant respiration: Rv Plant photosynthesis: Pv Data specifications: CRS: EPSG:32632 - WGS 84 / UTM zone 32N - Projected Spatial Extent: 392120.0,5266860.0 : 395160.0,5269840.0 Temporal Extent: 2018 Units: meters Width: 152 Height: 149 Bands: 1 Pixel Size: 20,-20 Data type: Float32 - Thirty two bit floating point GDAL Driver Description: GTiff GDAL Driver Metadata: GeoTIFF
DOI: 10.5281/zenodo.7575247
title: diFUME Modeled CO2 fluxes V02

description: Description: Daily CO<sub>2</sub> fluxes (FC, g CO<sub>2</sub> m<sup>-2</sup> d<sup>-1</sup>) according to the bottom-up model (priors) and after the inversion method (posteriors) developed in diFUME project. The variance (σ<sup>2</sup>) of the posterior distributions is also provided. Each flux component is provided separately: Building heating emissions: Eb Commercial/Industrial emissions: Ec Vehicle emissions: Ev Human respiration: Rh Biogenic flux: Bm (sum of soil respiration, plant respiration and plant photosynthesis) Total FC = Eb + Ec + Ev + Rh + Bm Filenames: **_prioryyyymmdd: Prior model estimations **_postyyyymmdd: Posterior model estimations **_postvayyyymmddr: Posterior model variances (σ<sup>2</sup>) Data specifications: CRS: EPSG:32632 - WGS 84 / UTM zone 32N - Projected Spatial Extent: 392120.0,5266860.0 : 395160.0,5269840.0 Temporal Extent: 2018 Units: meters Width: 152 Height: 149 Bands: 1 Pixel Size: 20,-20 Data type: Float32 - Thirty two bit floating point GDAL Driver Description: GTiff GDAL Driver Metadata: GeoTIFF
DOI: 10.5281/zenodo.7875386
title: diFUME Modeled CO2 fluxes V03

description: Description:


Weekly mean CO2 fluxes (FC, μmol CO2 m-2 s-1) after the inversion method (posteriors) in weekly cycles developed in diFUME project. The variance (σ2) of the posterior distributions is also provided. The inversion method is different from the posteriors of V02.


 


Each flux component is provided separately:


Building heating emissions: Eb


Commercia/Industrial emissions: Ec


Vehicle emissions: Ev


Human respiration: Rh


Biogenic flux: Bm (sum of soil respiration, plant respiration and plant photosynthesis)


Total FC = Eb + Ec + Ev + Rh + Bm


 


Filenames:


**_postyyyyMMdd: Posterior model estimations for the week that starts at the day defined by yyyy: year, MM: month, dd: day


**_post_varyyyyMMdd: Posterior model variances (σ2) for the week that starts at the day defined by yyyy: year, MM: month, dd: day


 


Data specifications:


CRS: EPSG:32632 - WGS 84 / UTM zone 32N - Projected


Spatial Extent: 392120.0,5266860.0 : 395160.0,5269840.0


Temporal Extent: 2018


Units: meters


Width: 152


Height: 149


Bands: 1


Pixel Size: 20,-20


Data type: Float32 - Thirty two bit floating point


GDAL Driver Description: GTiff


GDAL Driver Metadata: GeoTIFF