cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25573/serc.15127743
title: Dataset: Tidal and nontidal marsh restoration: a trade-off between carbon sequestration, methane emissions, and soil accretion

description: Soil cores were collected at wetlands that had been restored for a minimum of 10 years with managed hydrology in Twitchell and Sherman Islands in the western portion of the Sacramento-San Joaquin Delta, California. The goal of the study was to measure soil carbon accumulation rates since restoration for comparison with multiyear net atmospheric carbon exchange measured by eddy covariance towers. Soil cores were sliced at 1 to 3 cm-thick intervals and analyzed for bulk density, organic matter, organic and inorganic carbon, total nitrogen and their stable isotopes, and 210Pb specific activities. Emergent vegetation was present at the sites. Dominant species at the core locations included Schoenoplectus acutus, Typha sp, and Phragmites sp. This dataset accompanies the paper Arias-Ortiz et al. under consideration in JGR: Biogeosciences.
DOI: 10.25573/serc.15127743.v1
title: Dataset: Tidal and nontidal marsh restoration: a trade-off between carbon sequestration, methane emissions, and soil accretion

description: Soil cores were collected at wetlands that had been restored for a minimum of 10 years with managed hydrology in Twitchell and Sherman Islands in the western portion of the Sacramento-San Joaquin Delta, California. The goal of the study was to measure soil carbon accumulation rates since restoration for comparison with multiyear net atmospheric carbon exchange measured by eddy covariance towers. Soil cores were sliced at 1 to 3 cm-thick intervals and analyzed for bulk density, organic matter, organic and inorganic carbon, total nitrogen and their stable isotopes, and 210Pb specific activities. Emergent vegetation was present at the sites. Dominant species at the core locations included Schoenoplectus acutus, Typha sp, and Phragmites sp. This dataset accompanies the paper Arias-Ortiz et al. under consideration in JGR: Biogeosciences.
DOI: 10.25810/5003-qb20
title: FIRED AUSTRALIA: New South Wales, Capital Territory
DOI: 10.5281/zenodo.5702015
title: Reliability and accuracy of Scolioscope

description: On this study, we evaluated the reliability and validity of a new digital scoliometer called Scolioscope, a Greek designed and built device.
DOI: 10.5281/zenodo.5702014
title: Reliability and accuracy of Scolioscope

description: On this study, we evaluated the reliability and validity of a new digital scoliometer called Scolioscope, a Greek designed and built device.
DOI: 10.25810/4cq8-rc34
title: FIRED BANGLADESH
DOI: 10.25810/hk1n-f890
title: FIRED BHUTAN
DOI: 10.6092/unibo/amsacta/6706
title: Fluorescent Neuronal Cells

description: By releasing this dataset, we aim at providing a new testbed for computer vision techniques using Deep Learning. The main peculiarity is the shift from the domain of "natural images" proper of common benchmark dataset to biological imaging. We anticipate that the advantages of doing so could be two-fold: i) fostering research in biomedical-related fields - for which popular pre-trained models perform typically poorly - and ii) promoting methodological research in deep learning by addressing peculiar requirements of these images. Possible applications include but are not limited to semantic segmentation, object detection and object counting. The data consist of 283 high-resolution pictures (1600x1200 pixels) of mice brain slices acquired through a fluorescence microscope. The final goal is to individuate and count neurons highlighted in the pictures by means of a marker, so to assess the result of a biological experiment. The corresponding ground-truth labels were generated through a hybrid approach involving semi-automatic and manual semantic segmentation. The result consists of black (0) and white (255) images having pixel-level annotations of where the stained neurons are located. For more information, please refer to Morelli, R. et al., 2021. Automating cell counting in fluorescent microscopy through deep learning with c-ResUnet. Scientific reports, (in press). https://doi.org/10.1038/s41598-021-01929-5. The collection of original images was supported by funding from the University of Bologna (RFO 2018) and the European Space Agency (Research agreement collaboration 4000123556).
DOI: 10.6092/unibo/amsacta/6803
title: Localization of serotonin transporter in the dog small intestine by western blot analysis

description: The image describes Western blot of Serotonin transporter in the dog small intestine and rat brain positive control. A Molecular Weight Marker has been used to check exact molecular weight of each bands.
DOI: 10.25810/1mnj-m407
title: FIRED BRUNEI
DOI: 10.5281/zenodo.5703524
title: Data in support of manuscript "Impacts of storm surge barriers on drag, mixing, and exchange flow in a partially mixed estuary" submitted to JGR-Oceans

description: Data set in support of manuscript "Impacts of storm surge barriers on drag, mixing, and exchange flow in a partially mixed estuary" submitted to JGR-Oceans in November 2021. Matlab script (makeFigs_barDragMix_upload.m) is used to generate the figures from the manuscript. Data files (*.mat) correspond with each figure (*.png). For questions or additional information please contact D. Ralston.
DOI: 10.5281/zenodo.5703523
title: Data in support of manuscript "Impacts of storm surge barriers on drag, mixing, and exchange flow in a partially mixed estuary" submitted to JGR-Oceans

description: Data set in support of manuscript "Impacts of storm surge barriers on drag, mixing, and exchange flow in a partially mixed estuary" submitted to JGR-Oceans in November 2021. Matlab script (makeFigs_barDragMix_upload.m) is used to generate the figures from the manuscript. Data files (*.mat) correspond with each figure (*.png). For questions or additional information please contact D. Ralston.
DOI: 10.5281/zenodo.5703130
title: ASP-BC Dataset

description: The ASP-BC Dataset contains real and instances of the ASP-BC and the detailed results of the solution approaches proposed in the work entitled: "The parallel AGV Scheduling Problem with battery constraints: a new formulation and a matheuristic approach".
DOI: 10.34740/kaggle/dsv/2816541
title: Preventive to Predictive Maintenance
DOI: 10.6073/pasta/aa329152c80238ab9ce96803b8f9c01a
title: Surface Elevation Table (SET) data (pin heights) from control and fertilized plots at Spartina alterniflora, S.patens and Typha sp. marshes, Plum Island Ecosystem LTER, MA.

description: A Surface Elevation Table (SET) is used to measure changes in the elevation of the marsh surface at three long term marsh fertilization experimental research sites. The sites include one Typha-dominated brackish marsh, one Spartina alterniflora-dominated salt marsh, and one S. patens-dominated salt marsh. Sites are located on the Rowley and upper Parker Rivers in the Plum Island Ecosystem (PIE) LTER site.
DOI: 10.5281/zenodo.5702554
title: Base Data for Poro Models

description: Base Data (.mat-Files) for models created in Altmann et al. "Port-Hamiltonian formulations of poroelastic network models" Data taken from https://zenodo.org/record/4632901#.YZI9XLso8UE
DOI: 10.5281/zenodo.5702553
title: Base Data for Poro Models

description: Base Data (.mat-Files) for models created in Altmann et al. "Port-Hamiltonian formulations of poroelastic network models" Data taken from https://zenodo.org/record/4632901#.YZI9XLso8UE
DOI: 10.6084/m9.figshare.17018753
title: Group size mediates effects of intraspecific competition and forest structure on productivity in a recovering social woodpecker population

description: Data used to develop a piecewise structural equation model of red-cockaded woodpecker group productivity on Savannah River Site, South Carolina, USA, during 2018, 2019, and 2020.
DOI: 10.6084/m9.figshare.17018753.v1
title: Group size mediates effects of intraspecific competition and forest structure on productivity in a recovering social woodpecker population

description: Data used to develop a piecewise structural equation model of red-cockaded woodpecker group productivity on Savannah River Site, South Carolina, USA, during 2018, 2019, and 2020.
DOI: 10.5281/zenodo.5701472
title: FW306_04

description: Reads, assembly and bins for FW306_04
DOI: 10.5281/zenodo.5701471
title: FW306_04

description: Reads, assembly and bins for FW306_04
DOI: 10.5281/zenodo.5576354
title: Catalog of Repeating Earthquakes for Northern California, 1984-2014

description: This catalog includes 27,675 repeating earthquakes grouped in 7,713 sequences in northern California for the years 1984-2014. The repeating earthquakes were identified by a comprehensive analysis of waveform similarity, relative event location, and relative size of all earthquakes recorded by the Northern California Seismic Network (NCSN). Details can be found in: Waldhauser, F., & Schaff, D. P. (2021). A comprehensive search for repeating earthquakes in northern California: Implications for fault creep, slip rates, slip partitioning, and transient stress. Journal of Geophysical Research: Solid Earth, 126, e2021JB022495. https://doi.org/10.1029/2021JB022495
DOI: 10.5281/zenodo.5576353
title: Catalog of Repeating Earthquakes for Northern California, 1984-2014

description: This catalog includes 27,675 repeating earthquakes grouped in 7,713 sequences in northern California for the years 1984-2014. The repeating earthquakes were identified by a comprehensive analysis of waveform similarity, relative event location, and relative size of all earthquakes recorded by the Northern California Seismic Network (NCSN). Details can be found in: Waldhauser, F., & Schaff, D. P. (2021). A comprehensive search for repeating earthquakes in northern California: Implications for fault creep, slip rates, slip partitioning, and transient stress. Journal of Geophysical Research: Solid Earth, 126, e2021JB022495. https://doi.org/10.1029/2021JB022495
DOI: 10.5281/zenodo.5694025
title: Data for 'Affectedness and Differential Object Marking in Turkish and Uzbek', published in Linguistics

description: Data (CSV) and scripts (R) underlying the analysis presented in 'Affectedness and Differential Object Marking in Turkish and Uzbek', published in Linguistics; see the publication for details.
DOI: 10.5281/zenodo.5694024
title: Data for 'Affectedness and Differential Object Marking in Turkish and Uzbek', published in Linguistics

description: Data (CSV) and scripts (R) underlying the analysis presented in 'Affectedness and Differential Object Marking in Turkish and Uzbek', published in Linguistics; see the publication for details.
DOI: 10.5281/zenodo.5684369
title: P, pH, lime and texture data of 70 Hungarian sites

description: The database contains data of different phosphorous measurement methods
DOI: 10.5281/zenodo.5684368
title: P, pH, lime and texture data of 70 Hungarian sites

description: The database contains data of different phosphorous measurement methods
DOI: 10.5441/001/1.22kk5126/1
title: Moult migration of taiga bean geese to Novaya Zemlya

description: Piironen A, Paasivaara A, Laaksonen T. 2021. Birds of three worlds: moult migration to high Arctic expands a boreal-temperate flyway to a third biome. Movement Ecology. 9:47. doi:10.1186/s40462-021-00284-4
description: Background: Knowledge on migration patterns and flyways is a key for understanding the dynamics of migratory populations and evolution of migratory behaviour. Bird migration is usually considered to be movements between breeding and wintering areas, while less attention has been paid to other long-distance movements such as moult migration. Methods: We use high-resolution satellite-tracking data from 58 taiga bean geese Anser fabalis fabalis from the years 2019–2020, to study their moult migration during breeding season. We show the moulting sites, estimate the migratory connectivity between the breeding and the moulting sites, and estimate the utilization distributions during moult. We reveal migration routes and compare the length and timing of migration between moult migrants and successful breeders. Results: All satellite-tracked non-breeding and unsuccessfully breeding taiga bean geese migrated annually to the island of Novaya Zemlya in the high Arctic for wing moult, meaning that a large part of the population gathers at the moulting sites outside the breeding range annually for approximately three months. Migratory connectivity between breeding and moulting sites was very low (rm = − 0.001, 95% CI − 0.1562–0.2897), indicating that individuals from different breeding grounds mix with each other on the moulting sites. Moult migrants began fall migration later in autumn than successful breeders, and their overall annual migration distance was over twofold compared to the successful breeders. Conclusions: Regular moult migration makes the Arctic an equally relevant habitat for the taiga bean goose population as their boreal breeding and temperate wintering grounds, and links ecological communities in these biomes. Moult migration plays an important role in the movement patterns and spatio-temporal distribution of the population. Low migratory connectivity between breeding and moulting sites can potentially contribute to the gene flow within the population. Moult migration to the high Arctic exposes the population to the rapid impacts of global warming to Arctic ecosystems. Additionally, Novaya Zemlya holds radioactive contaminants from various sources, which might still pose a threat to moult migrants. Generally, these results show that moult migration may essentially contribute to the way we should consider bird migration and migratory flyways.
DOI: 10.5441/001/1.22kk5126/2
title: Moult migration of taiga bean geese to Novaya Zemlya-reference-data

description: Piironen A, Paasivaara A, Laaksonen T. 2021. Birds of three worlds: moult migration to high Arctic expands a boreal-temperate flyway to a third biome. Movement Ecology. 9:47. doi:10.1186/s40462-021-00284-4
description: Background: Knowledge on migration patterns and flyways is a key for understanding the dynamics of migratory populations and evolution of migratory behaviour. Bird migration is usually considered to be movements between breeding and wintering areas, while less attention has been paid to other long-distance movements such as moult migration. Methods: We use high-resolution satellite-tracking data from 58 taiga bean geese Anser fabalis fabalis from the years 2019–2020, to study their moult migration during breeding season. We show the moulting sites, estimate the migratory connectivity between the breeding and the moulting sites, and estimate the utilization distributions during moult. We reveal migration routes and compare the length and timing of migration between moult migrants and successful breeders. Results: All satellite-tracked non-breeding and unsuccessfully breeding taiga bean geese migrated annually to the island of Novaya Zemlya in the high Arctic for wing moult, meaning that a large part of the population gathers at the moulting sites outside the breeding range annually for approximately three months. Migratory connectivity between breeding and moulting sites was very low (rm = − 0.001, 95% CI − 0.1562–0.2897), indicating that individuals from different breeding grounds mix with each other on the moulting sites. Moult migrants began fall migration later in autumn than successful breeders, and their overall annual migration distance was over twofold compared to the successful breeders. Conclusions: Regular moult migration makes the Arctic an equally relevant habitat for the taiga bean goose population as their boreal breeding and temperate wintering grounds, and links ecological communities in these biomes. Moult migration plays an important role in the movement patterns and spatio-temporal distribution of the population. Low migratory connectivity between breeding and moulting sites can potentially contribute to the gene flow within the population. Moult migration to the high Arctic exposes the population to the rapid impacts of global warming to Arctic ecosystems. Additionally, Novaya Zemlya holds radioactive contaminants from various sources, which might still pose a threat to moult migrants. Generally, these results show that moult migration may essentially contribute to the way we should consider bird migration and migratory flyways.
DOI: 10.5281/zenodo.5683308
title: Rtlive.de Nowcasting Results: DE 2021-06-01 to 2021-07-31

description: <strong>Summary</strong> This entry belongs to a multi-part dataset of daily Rtlive.de modeling results: DE_2020-09-24_to_2021-05-31 (https://zenodo.org/record/5070416) DE_2021-06-01_to_2021-07-31 (this record) This file contains the model fits for (regions in) Germany, starting 2021-06-01 until 2021-07-31. <strong>Acknowledgments</strong> The Rtlive model was built by Kevin Systrom with help by Thomas Vladeck, Junpeng Lao and more (see https://github.com/rtcovidlive/rtlive-global and https://github.com/rtcovidlive/covid-model). Laura Helleckes and Michael Osthege refactored the model and added routines for forecasting of total tests in Germany. The MCMCs were computed on infrastructure provided by the Modeling and Simulation group at the IBG-1, Forschungszentrum Jülich. Data of regionally resolved tests that went into the data analyses was kindly provided by the Antibiotic Resistance Surveillance (ARS) group at the Robert Koch-Institut. For more information see https://ars.rki.de/Content/COVID19/Reports.aspx.
description: To load the data use ArviZ and see https://github.com/rtcovidlive/rtlive-global for details on the model, variables and summary statistics.
description: {"references": ["https://github.com/rtcovidlive/rtlive-global"]}
DOI: 10.5281/zenodo.5683307
title: Rtlive.de Nowcasting Results: DE 2021-06-01 to 2021-07-31

description: <strong>Summary</strong> This entry belongs to a multi-part dataset of daily Rtlive.de modeling results: DE_2020-09-24_to_2021-05-31 (https://zenodo.org/record/5070416) DE_2021-06-01_to_2021-07-31 (this record) This file contains the model fits for (regions in) Germany, starting 2021-06-01 until 2021-07-31. <strong>Acknowledgments</strong> The Rtlive model was built by Kevin Systrom with help by Thomas Vladeck, Junpeng Lao and more (see https://github.com/rtcovidlive/rtlive-global and https://github.com/rtcovidlive/covid-model). Laura Helleckes and Michael Osthege refactored the model and added routines for forecasting of total tests in Germany. The MCMCs were computed on infrastructure provided by the Modeling and Simulation group at the IBG-1, Forschungszentrum Jülich. Data of regionally resolved tests that went into the data analyses was kindly provided by the Antibiotic Resistance Surveillance (ARS) group at the Robert Koch-Institut. For more information see https://ars.rki.de/Content/COVID19/Reports.aspx.
description: To load the data use ArviZ and see https://github.com/rtcovidlive/rtlive-global for details on the model, variables and summary statistics.
description: {"references": ["https://github.com/rtcovidlive/rtlive-global"]}
DOI: 10.25810/6xp0-5y36
title: FIRED CANADA
DOI: 10.25810/4gwn-ym48
title: FIRED MALAYSIA
DOI: 10.5281/zenodo.5703540
title: msd-errors - Data for the LLZO figure

description: Data for the figure showing the diffusion and Arrhenius plots for a short simulation of LLZO. <br><br>Created using showyourwork from this GitHub repo.
DOI: 10.5281/zenodo.5703541
title: msd-errors - Data for AgCrSe2 figures

description: Data for the figures Results of the analysis of AgCrSe2 systems by kinisi at a series of temperatures.<br><br>Created using showyourwork from this GitHub repo.
DOI: 10.6084/m9.figshare.10381985
title: The association between regular cannabis use, with and without tobacco co-use, and adverse cardiovascular outcomes: cannabis may have a greater impact in non-tobacco smokers

description: Understanding the potential impact of cannabis use on cardiovascular health is increasingly important as cannabis use rises in the U.S. Objectives: This study evaluated the associations between regular cannabis use, with and without tobacco co-use, and cardiovascular outcomes. Analysis of a limited dataset obtained through IBM Watson Health Explorys, a platform integrating electronic health record data. Matched controls using Mahalanobis distance within propensity score calipers were defined for: 1) cannabis-using patients (n = 8,944; 43% female); and subgroups of cannabis-using patients: 2) with an encounter diagnosis for tobacco use disorder (TUD; n = 4,682); and 3) without a TUD diagnosis (non-TUD; n = 4,262). Patients had ≥1 blood pressure measurement and blood chemistry lab result in the MetroHealth System (Cleveland, Ohio). Cannabis-using patients had an encounter diagnosis of cannabis abuse/dependence and/or ≥2 cannabis-positive urine drug screens. Control patients, with no cannabis-use-documentation, were matched to the cannabis-using patients on demographics, residential zip code median income, body mass index, and, for the total sample, TUD-status. Outcomes were encounter diagnosis (yes/no) of cerebrovascular accident (CVA), heart arrhythmia, myocardial infarction, subarachnoid hemorrhage (SAH), and all-cause mortality. TUD-patients had the greatest prevalence of cardiovascular disease, regardless of cannabis-use indication. In the total sample and non-TUD subgroup, regular cannabis use was significantly associated with greater risk for CVA, arrhythmia, SAH, and mortality. In the TUD subgroup, regular cannabis use was significantly associated with greater risk for arrhythmia and SAH. Cannabis use is associated with significantly greater risk of adverse cardiovascular diagnoses and overall death, particularly in non-tobacco users.
DOI: 10.6084/m9.figshare.10381985.v1
title: The association between regular cannabis use, with and without tobacco co-use, and adverse cardiovascular outcomes: cannabis may have a greater impact in non-tobacco smokers

description: Understanding the potential impact of cannabis use on cardiovascular health is increasingly important as cannabis use rises in the U.S. Objectives: This study evaluated the associations between regular cannabis use, with and without tobacco co-use, and cardiovascular outcomes. Analysis of a limited dataset obtained through IBM Watson Health Explorys, a platform integrating electronic health record data. Matched controls using Mahalanobis distance within propensity score calipers were defined for: 1) cannabis-using patients (n = 8,944; 43% female); and subgroups of cannabis-using patients: 2) with an encounter diagnosis for tobacco use disorder (TUD; n = 4,682); and 3) without a TUD diagnosis (non-TUD; n = 4,262). Patients had ≥1 blood pressure measurement and blood chemistry lab result in the MetroHealth System (Cleveland, Ohio). Cannabis-using patients had an encounter diagnosis of cannabis abuse/dependence and/or ≥2 cannabis-positive urine drug screens. Control patients, with no cannabis-use-documentation, were matched to the cannabis-using patients on demographics, residential zip code median income, body mass index, and, for the total sample, TUD-status. Outcomes were encounter diagnosis (yes/no) of cerebrovascular accident (CVA), heart arrhythmia, myocardial infarction, subarachnoid hemorrhage (SAH), and all-cause mortality. TUD-patients had the greatest prevalence of cardiovascular disease, regardless of cannabis-use indication. In the total sample and non-TUD subgroup, regular cannabis use was significantly associated with greater risk for CVA, arrhythmia, SAH, and mortality. In the TUD subgroup, regular cannabis use was significantly associated with greater risk for arrhythmia and SAH. Cannabis use is associated with significantly greater risk of adverse cardiovascular diagnoses and overall death, particularly in non-tobacco users.
DOI: 10.5281/zenodo.5703542
title: msd-errors - Data for variance and covariance figure

description: Data for a figure that presents the variance and covariance for a true random walk. There is a comparison shown between the numerical result from 1024 unique random walks and the analysis, by kinisi, of the same 1024 random walks.<br><br>Created using showyourwork from this GitHub repo.