cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.2572764
title: Vehicle Routing Problem with Drones Instances

description: The following instances are originally presented in the paper <em>An Adaptive Large Neighborhood Search Metaheuristic for the Vehicle Routing Problem with Drones</em>, written by David Sacramento Lechado, David Pisinger and Stefan Røpke, and published in <em>Transportation Research Part C: Emerging Technologies</em>. The data correspond to 112 instances corresponding to different scenarios for the Vehicle Routing Problem with Drones. Each instance is named <strong>n.m.t</strong>, where <strong>n</strong> is the number of customers in the scenario, <strong>m</strong> is the dimension of the grid, and <strong>t</strong> is the generic name of the scenario. Moreover, the data additionally contains 10 clustered instances, named <strong>n.m.c.t</strong>, where <strong>c</strong> refers to the cluster-feature of the instance, 100 instances for the sensitivity analysis, named <strong>n.m.s.t</strong>, where <strong>s</strong> stands for sensitivity, and 375 instances for the experiments with drone savings as function of grid size, named <strong>n.m.g.t</strong>. The first line of each instance file indicates the number of customers in the specific instance. The second line is the header for the characteristics of each customer, where it is written <em>Coordinate X, Coordinate Y</em> and <em>Demand. </em>The following provides the previous information for each customer in the instance. Finally, there is an extra file, named <strong>RouteData,</strong> which provides information about the value of the parameters in the main configuration of the problem. These parameters are: <strong>TruckSpeed: </strong>Speed in mpm (miles per minute) of the trucks. <strong>DroneSpeed: </strong>Speed in mpm of the drones. <strong>TruckCapacityWithDrones: </strong>Maximum capacity of the trucks for the drone-truck scenario. <strong>TruckCapacityWithoutDrones: </strong>Maximum capacity of the trucks for the truck-only scenario. <strong>DroneCapacity:</strong> Maximum allowed weight a drone can carry. <strong>ServiceTimeTruck:</strong> Required service time for a truck to service a customer. <strong>ServiceTimeDrone:</strong> Required service time for a drone to service a customer. <strong>Endurance: </strong>Maximum flight endurance of the battery of the drone. <strong>MaximumDriveTime: </strong>Maximum duration time of the routes. <strong>LaunchTime: </strong>Required time for launching a drone. <strong>RecoveryTime: </strong>Required time for recovering a drone. <strong>CostFactor:</strong> Corresponding parameter for computing the cost for a truck for traversing arc (i,j), given by fuel price (euro/liter), consumption rate (liter/km) and miles converter (km/miles). <strong>DroneFactor: </strong>Corresponding parameter for computing the cost for a drone for traversing arc (i,j) with respect to the truck cost.
description: {"references": ["Sacramento, D., Pisinger, D., & Ropke, S. (2019). An adaptive large neighborhood search metaheuristic for the vehicle routing problem with drones. Transportation Research Part C: Emerging Technologies, 102, 289-315."]}
DOI: 10.5281/zenodo.6634354
title: Supplementary Information and EBSD data for 'Intermetallic phase layers in cold metal transfer aluminium-steel welds with an Al-Si-Mn filler alloy'

description: Supplementary information and electron backscatter diffraction (EBSD) data for the article entitled 'Intermetallic phase layers in cold metal transfer aluminium-steel joints with an Al-Si-Mn filler alloy'. There are three EBSD datasets, I-III, named "I_EBSD.dat" - "III_EBSD.dat", each with corresponding calibration and background patterns, as well as secondary electron scanning electron microscopy images showing the scanned area and text files containing the acquisition parameters. The data analysis workflow has been published on GitHub, see References.
description: Acknowledgements: The reported work is based on activities within the centre for research-based innovation SFI Manufacturing that is partially funded by the Research Council of Norway (237900). HWÅ received financial support from NTNU through the NTNU Aluminium Product Innovation Center (NAPIC).
description: {"references": ["T. Bergh, H.W. \u00c5nes, R. Aune, S. Wenner, R. Holmestad, X. Ren, P.E. Vullum. (2022). \"Intermetallic Phase Layers in Cold Metal Transfer Aluminium-Steel Welds with an Al-Si-Mn Filler Alloy\". Materials Transactions. https://doi.org/10.2320/matertrans.MT-LA2022046", "H.W. \u00c5nes, T. Bergh (2022). \"Analysis of electron backscatter diffraction (EBSD) patterns of five phases from an Al-steel joint\". Github. https://github.com/hakonanes/ebsd-al-steel-joint-intermetallic-particles"]}
DOI: 10.6073/pasta/a5fca9d02a4a6a0744cc0d0ffccacd09
title: Snow cover profile data for Niwot Ridge and Green Lakes Valley, 1993 - ongoing.

description: Snow pits were excavated at various locations on Niwot Ridge and within the Green Lakes Valley. Temperature and snow density were measured at various depths throughout the snow cover profiles to characterize the temperature and snow water equivalent (SWE) of the snowpack throughout the year. Snow density was measured at 10-cm intervals using a 1000-ml cutter. Data on snow grain qualities were collected beginning in the 1994-95 snow season.
DOI: 10.6073/pasta/be49507b941815d7a6807a273ee02d1e
title: LAGOS-NE Shallow Lakes: a dataset of lake variables and multi-scaled ecological context variables used to predict and compare trophic status and TP:CHLa relationships between shallow and non-shallow lakes in the Upper Midwest and Northeastern United States.

description: We conducted a macroscale study of 2,210 shallow lakes (mean depth ≤ 3m or a maximum depth ≤ 5m) in the Upper Midwestern and Northeastern U.S. We asked: What are the patterns and drivers of shallow lake total phosphorus (TP), chlorophyll a (CHLa), and TP–CHLa relationships at the macroscale, how do these differ from those for 4,360 non-shallow lakes, and do results differ by hydrologic connectivity class? To answer this question, we assembled the LAGOS-NE Shallow Lakes dataset described herein, a dataset derived from existing LAGOS-NE, LAGOS-DEPTH, and LAGOS-CLIMATE datasets. Response data variables were the median of available summer (e.g., 15 June to 15 September) values of total phosphorus (TP) and chlorophyll a (CHLa). Predictor variables were assembled at two spatial scales for incorporation into hierarchical models. At the local or lake-specific scale (including the individual lake, its inter-lake watershed [iws] or corresponding HU12 watershed), variables included those representing land use/cover, hydrology, climate, morphometry, and acid deposition. At the regional scale (e.g., HU4 watershed), variables included a smaller set of predictor variables for hydrology and land use/cover. The dataset also includes the unique identifier assigned by LAGOS-NE(lagoslakeid); the latitude and longitude of the study lakes; their maximum and mean depths along with a depth classification of Shallow or non-Shallow; connectivity class (i.e., whether a lake was classified as connected (with inlets and outlets) or unconnected (lacking inlets); and the zone id for the HU4 to which each lake belongs. Along with the database, we provide the R scripts for the hierarchical models predicting TP or CHLa (TPorCHL_predictive_model.R), and the TP—CHLa relationship (TP_CHL_CSI_Model.R) for depth and connectivity subsets of the study lakes.
DOI: 10.5067/gwhrzel8sa21
title: TMI/TRMM surface soil moisture (LPRM) L3 1 day 25 km x 25 km nighttime V001
DOI: 10.5281/zenodo.5529072
title: MIREN survey of plant species in mountains

description: These data consist of plant species records observed between 2007 and 2015 and used in publications listed on the MIREN website. These are records of vascular plant species along mountain roads, the sampling strategy is explained in the accompanying protocol. The data include plant species records and their locations, and the native/non-native status of the species within the region. The names have been verified through a series of checks in available databases. The cover and abundance metrics are described in the protocol, but note cover was not estimated in the surveys in 2007. Please contact miren.data@gmail.com with questions.
description: These data are of records of plant species recorded during the MIREN survey. This data was used in the papers linked below.
DOI: 10.12751/g-node.wc3f8g
title: Responses of V1 excitatory neurons to full-field grating

description: The data set contains three different experiments of 2-photon imaging of GCaMP6f fluorescence in primary visual cortex of awake, transgenic mice (genotype: Emx1cre-Ai93-Camk2a-tTA). Each of the uploaded data sets include motion-corrected movies containing one channel of single plane 2-photon data, acquired at ~15.5 Hz, saved as a binary file, and a MATLAB data file containing the locations of the suite2p processed segments and corresponding fluorescence intensity values of the given segments. The details of the experiments are described in the paper listed below: Jeon BB, Swain AD, Good JT, Chase SM, Kuhlman SJ. Feature selectivity is stable in primary visual cortex across a range of spatial frequencies. Sci Rep. 2018 Oct 16;8(1):15288. doi: 10.1038/s41598-018-33633-2. PMID: 30327571; PMCID: PMC6191427.
description: IsSupplementTo: Jeon BB, Swain AD, Good JT, Chase SM, Kuhlman SJ. Feature selectivity is stable in primary visual cortex across a range of spatial frequencies. Sci Rep. 2018 Oct 16;8(1):15288. doi: 10.1038/s41598-018-33633-2. PMID: 30327571; PMCID: PMC6191427. (https://doi.org/10.1038/s41598-018-33633-2)
description: IsSupplementTo: Koh TH, Bishop WE, Kawashima T, Jeon BB, Srinivasan R, Kuhlman SJ, Ahrens MB, Chase SM, Yu BM. Dimensionality reduction of calcium-imaged neuronal population activity. BioRxiv, 2022.03.11.480682. doi: 10.1101/2022.03.11.480682. (https://doi.org/10.1101/2022.03.11.480682)
DOI: 10.21227/tgvb-rw67
title: Synthetic Fetal PCG Signals

description: This dataset contains one ideal fetal phonocardiography (fPCG) signal and twelve signals made by adding three types of interference having different amplitudes to the reference signal.- Ambient noise - this is any noise from the surroundings. It occurs commonly when recording the fPCG. Its spec-trum includes frequencies from 10 Hz.- White Gaussian noise - a random signal with the same power in any band of the same width.- Maternal and fetal movement artifacts - a noise caused by muscle movement or breathing. They occur at low frequencies, usually up to 100 Hz.
DOI: 10.3886/e180421v1
title: Code for "Constrained-Efficient Capital Reallocation"

description: This code reproduces the numerical results for the stylized and quantitative model in "Constrained Efficient Capital Reallocation" by Andrea Lanteri and Adriano A. Rampini.
DOI: 10.5281/zenodo.6974260
title: McCulloch et al 2022 UM post-processed Mars dataset

description: Supplementary dataset and Jupyter notebook for preproduction of UM data within figures presented in McCulloch <em>et al.,</em> 2022. Data is a post-processed extract of the raw dataset for each variable. Data from the raw dataset has been extracted according to the appropriate Martian month, zonally meaned and converted to a \(\sigma\)/pressure coordinate system. This process is the same as is applied to the MCD dataset, which can be seen in the Jupyter notebook. The notebook provides the code needed to reproduce the figures with the given data. All instructions are detailed within the notebook, including package dependencies and configuration options. Due to licensing, we are only able to provide access to the UM post-processed data, for the MCD dataset please follow the instructions within the notebook.
DOI: 10.5281/zenodo.7351391
title: DeepLandforms: A Deep Learning Computer Vision toolset applied to a prime use case for mapping planetary skylights - ANc

description: Initial training dataset for <strong>DeepLandforms: A Deep Learning Computer Vision toolset applied to a prime use case for mapping planetary skylights</strong>
DOI: 10.5281/zenodo.7538698
title: Large circular dichroism in the emission from an incandescent metasurface

description: DESCRIPTION : This repository contains all datasets and MATLAB codes used in the following paper : Large circular dichroism in the emission from an incandescent metasurface, Optica 2023. =============================== PAPER ABSTRACT: Compact sources in the mid-wave infrared (MWIR) are needed for several applications ranging from spectroscopy to free-space communication. Ultra-thin incandescent metasurfaces are promising candidates, offering the possibility of tuning the emission spectrum, directivity and modulation speed. However, control over polarization remains a challenge, especially when it comes to emission of circularly polarized light.<br> Here, emission of polarized MWIR radiation by a 700 nm thick incandescent chiral metasurface is reported. The degree of polarization is above 0.5 with degree of circular polarization of 0.38 at 5 µm. The metasurface is heated by Joule effect and its emission can be modulated beyond 10 MHz. This paves the way to detection techniques using polarization as an additional degree of freedom.
DOI: 10.5281/zenodo.7561189
title: Supplementary Material for Sarquis & Sierra 2023

description: This repository includes the Supplementary Material for the publication "Information content in time series of litter decomposition studies and the transit time of litter in aridlands" by Sarquis and Sierra (in review).
DOI: 10.6069/rw6y-k168
title: Global Inpatient and Outpatient Health Care Utilization, Unit Costs, and Costs and Services Needed to Achieve Universal Health Coverage 1990-2016

description: As part of a study to inform plans to achieve Universal Health Coverage (UHC), IHME research generated estimates on utilization and unit cost of outpatient visits and inpatient admissions, and estimated the additional services and funds needed to meet a UHC standard for utilization. Using 1175 country-years of outpatient and 2068 of inpatient data, utilization per person estimates were produced for outpatient visits and inpatient admissions by age and sex for 195 countries and territories for 1990-2016. Data from 795 National Health Accounts (NHAs) were used to produce cost per outpatient visit and inpatient admission estimates for 188 countries for 1995-2016. UHC standards of utilization per disability-adjusted-life-year (DALY) based on existing health systems were created to estimate the additional services and funding needed annually to expand health coverage for countries in 2016. Results of the study were published in The Lancet in December 2018.
DOI: 10.1285/i20398573v6n2p327
title: Turkish Penal Politics within Biopolitics: Changes and Continuities since the 2000s

description: The Turkish criminal justice system has undergone significant reforms since the early 2000s. Probation services and addiction treatment centres have followed the legislative changes. Prisons have changed through centralization and securitization processes and improved in terms of prisoners' rights with an increase in the availability of prison space. These developments have impacted positively on the legitimacy of the criminal justice system. In the last years, however, prison administrations have been struggling with overcrowding problems alongside the bottlenecks in judicial cases. It is true that Turkish penal politics has been shaped around its will to protect first and foremost the sovereign power of the state. I further argue that the prison regime has transformed in such an efficient way that its governance corresponds both to transformations in the neoliberalizing political economy and the state's will to consolidate its own sovereign power and security. There is a convergence of increased securitization in crime control with a neoliberal trend and sovereign state's own security.
DOI: 10.17632/ffgxxzx298.2
title: Thermal and visible aerial imagery

description: Thermal and visible aerial images, with their metadata, captured using the UAV Matrice 100 equiped with a visible camera (Zenmuse X3) and a thermal camera (Zenmuse XT) of a planar scene at Universidad del Valle, Cali, Colombia. The thermal images were captured using the Zenmuse XT camera on board of a Matrice 100 UAV. Altitude = 100.4 m, Speed = 6.4 m/s and Overlap ratio = 90%. The visible images were captured using the Zenmuse X3 camera on board of a Matrice 100 UAV. Altitude = 80.9 m, Speed = 6.4 m/s and Overlap ratio = 80%. Also, a georeferenced orthoimage was generated using the captured visible images and the Agisoft Metashape software. In addition, homography matrices were obtained from a small number of correspondences manually selected between the orthoimage and every thermal and visible image. File "ORTHOUV2018.TIFF" = The georeferenced orthoimage. Folder "THERMAL" - Files "LWIRXX" = Thermal aerial images. - Files "HORTHOtoLWIRXX" = The homographies between the orthoimage and the thermal aerial images. - Files "LWIR.kml" = The geospatial data related to the thermal images. Folder "VISIBLE" - Files "VSXX" = Visible aerial images. - Files "HORTHOtoVSXX" = The homographies between the orthoimage and the visible aerial images. - Files "VS.kml" = The geospatial data related to the visible images. Please, refer to this dataset trough the article from Data in Brief which is cited in the related works at the end of this page.
DOI: 10.6084/m9.figshare.757790
title: Characterization of DeNovo Structural Variations Induced by TALENs Targeting hDMD in Mouse ES Cells using TSSV

description: This dataset contains sequencing reads used to characterize de novo variations induced by TALENs targeting intron 52-53 of hDMD gene in mouse ES cells as well as all of the analysis results in separate files.
DOI: 10.17188/1350375
title: Materials Data on PdCl2 by Materials Project

description: PdCl2 crystallizes in the monoclinic P2_1/c space group. The structure is two-dimensional and consists of one PdCl2 sheet oriented in the (1, 0, 0) direction. Pd2+ is bonded in a square co-planar geometry to four equivalent Cl1- atoms. All Pd–Cl bond lengths are 2.34 Å. Cl1- is bonded in a bent 120 degrees geometry to two equivalent Pd2+ atoms.
DOI: 10.5281/zenodo.6635685
title: Comprehensive Automatic Processing and Analysis of Adaptive Optics Flood Illumination Retinal Images

description: A collaborative research group has established this database to support AO-FIO image utilization and evaluation of photoreceptor detection. <br> Please cite the following publication when using the database: Eva Valterova, Jan D. Unterlauft, Mike Francke, Toralf Kirsten, Radim Kolar, and Franziska G. Rauscher, "Comprehensive automatic processing and analysis of adaptive optics flood illumination retinal images on healthy subjects," Biomed. Opt. Express <strong>14</strong>, 945-970 (2023)<br> <br> The database can be utilized in connection with our application MATADOR for AO-FIO image registration and analysis, which is freely available on: https://github.com/evavalterova/MATADOR.git The database includes over 200 flood illumination adaptive optics images of 10 normal healthy subjects. Each folder includes 10 images of the right eye (denoted by OD) and 10 images of the left eye (denoted by OS) with their preliminary determined retinal position during image acquisition. foveal and peripheral patches. Each consists of 40 cropped regions from the set of 200 images. In each cropped region are manually labeled positions of photoreceptors by three evaluators. axial lengths of 10 subjects in ".xlsx" file<br>
DOI: 10.5281/zenodo.7045510
title: Effects of pH and light exposure on the survival of bacteria and their ability to biodegrade organic compounds in clouds: Implications for microbial activity in acidic cloud water

description: Our manuscript was submitted to ACP. Upon submission, all data must be accessible by anonymous access.
DOI: 10.5281/zenodo.7059923
title: Urban nature-based solutions to climate change adaptation database

description: This dataset is the result of a systematic mapping of the application of nature-based solutions (NbS) to climate change adaptation in urban areas across the world. We screened 823 potential urban NbS to climate adaptation, which resulted in the inclusion of 216 interventions worldwide from 130 cities in 55 countries within our dataset. We analysed each of the NbS according to key characteristics in terms of how these interventions are helping cities confront the grave climate change, biodiversity, and related social challenges they are facing. We further analyse the capacity for each NbS to affect change in the city it is implemented within, which ranges from incremental (shallow) change to reformistic (middle ground) and finally transformative (deep) change. The full range of climate, biodiversity, and social challenges, as well as further discussion on the meaning of these different levels of change, is described in the attached file in the coding template tab. The results and analysis of this database (v 1.0.0) appear in the following article: Goodwin, S., M. Olazabal, A. Castro, U. Pascual. "Global mapping of urban nature-based solutions for climate change adaptation". <em>Nature Sustainability. doi: 10.1038/s41893-022-01036-x </em> <strong>A read-only version of this article can be found online for free here.</strong> For any use of this dataset, please cite this dataset along with the associated publication in Nature Sustainability. Please report any errors or omissions to Sean Goodwin.
DOI: 10.5281/zenodo.7533247
title: Enhanced contribution of photooxidation to dicarboxylic acids in urban aerosols during the COVID-19 lockdown in Jinan, East China

description: SOA in Jinan, East China.
DOI: 10.6073/pasta/0d07604a03d09e327abbe2b81e44ac11
title: Wind speed and direction on Godwin Island, 2013-2014

description: A RM Young wind sensor was installed on top of a oyster hut located on Godwin Island and mean wind speed and direction measurements were made every 10 minutes. Elevation was approximately 5 meters above mean sea level.
DOI: 10.3886/e109443v2
title: Eating Disorder Inventory-3, American clinical cases

description: A comprehensive psychometric analysis of the Eating Disorder Inventory (EDI-3) scales and items for a large sample of patients at an eating disorders clinic. The analyses included confirmatory factor analyses (CFA) of scale structure and item response theory analyses (Rasch) of the EDI-3 items. For the CFAs, the sample was divided randomly into two samples of roughly equal size. Sample 1 analyses identified the best-fitting models, which were then cross-validated on Sample 2. Rasch analyses were performed on the overall sample only.
description: Presence of Common Scales: Eating Disorder Inventory-3; a Likert-type scale was used.
description: mixed mode; on-site questionnaire;
description: Adult female patients at an eating disorders clinic.
description: All clinic patients, over a 20-year period, tested at intake.