cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.4121/13536269.v1
title: Data accompanying the research on Variations in seasonal and inter-annual carbon fluxes in a semiarid sandy maize cropland ecosystem in China’s Horqin Sandy Land

description: The data mainly including environment factors, such as net radiation, wind speed, wind direction, soil heat flux at the depth of 5 and 10 cm, air temperature, soil temperature, soil water content at the depth of 10, 20, 30, 40 and 50 cm, and the carbon flux data
DOI: 10.4121/13536269
title: Data accompanying the research on Variations in seasonal and inter-annual carbon fluxes in a semiarid sandy maize cropland ecosystem in China’s Horqin Sandy Land

description: The data mainly including environment factors, such as net radiation, wind speed, wind direction, soil heat flux at the depth of 5 and 10 cm, air temperature, soil temperature, soil water content at the depth of 10, 20, 30, 40 and 50 cm, and the carbon flux data
DOI: 10.4121/20059988.v1
title: Data supplementary to the publication: Mechanical compression in cofacial porphyrin cyclophane pincers

description: The raw experimental data set for the manuscript "Mechanical compression in cofacial porphyrin cyclophane pincers" published in Chemical Science. It includes the raw data for the experimental results in Figure 2 and 3 of the manuscript. The goal of the research is to measure the intramolecular transport properties of a porphyrin double decker in a single-molecule junction via the MCBJ technique. The data are collected with the MCBJ conductance measurements, as functions of electrode displacement and time. <br>
DOI: 10.4121/20059988
title: Data supplementary to the publication: Mechanical compression in cofacial porphyrin cyclophane pincers

description: The raw experimental data set for the manuscript "Mechanical compression in cofacial porphyrin cyclophane pincers" published in Chemical Science. It includes the raw data for the experimental results in Figure 2 and 3 of the manuscript. The goal of the research is to measure the intramolecular transport properties of a porphyrin double decker in a single-molecule junction via the MCBJ technique. The data are collected with the MCBJ conductance measurements, as functions of electrode displacement and time. <br>
DOI: 10.4121/20020154
title: Interviews about the educational exercise tinkering with technology

description: Three interviews with students who participated in a class on ethics of technology using a novel experimental method, the tinkering exercise. We asked the students about their impressions of the exercise, what worked and what didn't. We subsequently used these interviews in a publication (still under peer review) to conclude about the exercise.
DOI: 10.4121/20000651.v1
title: Data underlying the research of A Method for Remote Sensing Image Classification by Combining Pixel Neighbourhood Similarity and Optimal Feature Combination

description: A Method for Remote Sensing Image Classification by Combining Pixel Neighbourhood Similarity and Optimal Feature Combination.Involves the original image data of different regions, the sample data,the results of feature extraction and the results of feature combination.
DOI: 10.5281/zenodo.7034879
title: Phase Object Reconstruction for 4D-STEM using Deep Learning, (4D-STEM Example Data)

description: <strong>Overview </strong> This repository contains 2 example 4D-STEM datasets format from the paper "Phase Object Reconstruction for 4D-STEM using Deep Learning". The data was written to hdf5 for compatibility with the python programming language. When reading from these files consider possibly different storage conventions (Row major vs. column major format). Data may need to be transposed accordingly. <strong>Parameters</strong> The twisted bilayer graphene dataset is simulated. The smaller file is an experimental SrTiO<sub>3</sub> dataset. Graphene STO E0 200kV 300kV Apeture 25 mrad 20 mrad Detector Size 2.5 Å<sup>-1</sup> 1.6671 Å<sup>-1</sup> Dimensions 101x101x128x128 60x60x64x64 Step Size 0.2 0.1818 <br>
DOI: 10.4121/20000651
title: Data underlying the research of A Method for Remote Sensing Image Classification by Combining Pixel Neighbourhood Similarity and Optimal Feature Combination

description: A Method for Remote Sensing Image Classification by Combining Pixel Neighbourhood Similarity and Optimal Feature Combination.Involves the original image data of different regions, the sample data,the results of feature extraction and the results of feature combination.
DOI: 10.5281/zenodo.7034878
title: Phase Object Reconstruction for 4D-STEM using Deep Learning, (4D-STEM Example Data)

description: <strong>Overview </strong> This repository contains 2 example 4D-STEM datasets format from the paper "Phase Object Reconstruction for 4D-STEM using Deep Learning". The data was written to hdf5 for compatibility with the python programming language. When reading from these files consider possibly different storage conventions (Row major vs. column major format). Data may need to be transposed accordingly. <strong>Parameters</strong> The twisted bilayer graphene dataset is simulated. The smaller file is an experimental SrTiO<sub>3</sub> dataset. Graphene STO E0 200kV 300kV Apeture 25 mrad 20 mrad Detector Size 2.5 Å<sup>-1</sup> 1.6671 Å<sup>-1</sup> Dimensions 101x101x128x128 60x60x64x64 Step Size 0.2 0.1818 <br>
DOI: 10.4121/19074482.v1
title: Data underlying the Research on the Identification of potential biomarkers of septic shock based on pathway analysis and immune-related transcriptome analysis

description: This study selected several immune-related biomarkers of septic shock, and validated their expression on clinical samples (six septic shock patients and six healthy controls) using qRT-PCR and Western blot.<br>
DOI: 10.34740/kaggle/dsv/4139424
title: COVID Vaccination in World (updated daily)
DOI: 10.4121/20025824
title: Matlab fig files for paper Analysis of Particle-Resolved CFD Results for Dispersion in Packed Beds

description: This is a dataset consisting of Matlab .fig files corresponding to the figures in the paper 'Analysis of Particle-Resolved CFD Results for Dispersion in Packed Beds' published in the MDPI journal fluids. In this paper dispersion of an inert tracer injected in a slender packed bed is investigated by means of particle-resolved CFD simulations. Three figures show post-processed full-field data of porosity, velocity and concentration fields. Longitudinal dispersion is characterized using cummulant residence time distributions for different axial positions. This data is used to compute axial dispersion coefficients. From the spread in the radial direction as function of the axial position, transverse dispersion is obtained. The .fig files can be used to make high quality plots but also contain the data.
DOI: 10.4121/19620357.v1
title: Data from the publication: Linking reported drought impacts with drought indices, water scarcity and aridity: the case of Kenya

description: This dataset have been used to assess the relation between reported drought impacts, drought indices, water scarcity, and aridity across several counties in Kenya. We have collected monthly county-specific drought impact data from county-specific bulletins (County Early Warning Bulletins) of the National Drought Management Authority (NDMA) in Kenya. The following drought impact categories were considered: pasture, livestock deaths, milk production, crop losses, food insecurity, trekking distance for water, and malnutrition. Only days with drought impacts are considered in this datafile. In addition, the datafile contains information about several drought indicators (SPI, SPEI, SSMI and SSI), water scarcity information (Classification) and Drought_phase and Rainfall information (according to the NDMA).
DOI: 10.4121/19620357
title: Data from the publication: Linking reported drought impacts with drought indices, water scarcity and aridity: the case of Kenya

description: This dataset have been used to assess the relation between reported drought impacts, drought indices, water scarcity, and aridity across several counties in Kenya. We have collected monthly county-specific drought impact data from county-specific bulletins (County Early Warning Bulletins) of the National Drought Management Authority (NDMA) in Kenya. The following drought impact categories were considered: pasture, livestock deaths, milk production, crop losses, food insecurity, trekking distance for water, and malnutrition. Only days with drought impacts are considered in this datafile. In addition, the datafile contains information about several drought indicators (SPI, SPEI, SSMI and SSI), water scarcity information (Classification) and Drought_phase and Rainfall information (according to the NDMA).
DOI: 10.4121/19705156
title: Data from: Impacts of harvesting methods on nutrient removal in Dutch forests exposed to high nitrogen deposition

description: Nutrient concentrations in tree compartments were assessed for seven major tree species in the Netherlands. Average nutrient concentrations in stems were based on measured concentrations in heartwood, sapwood and bark and estimated volumes and densities of these compartments. Similarly, average nutrient concentrations in branches were based on measured concentrations in coarse branches, fine branches and the bark of coarse branches and estimated volumes and densities of these compartments.
DOI: 10.4121/19936082.v1
title: Raw data underlying the research of forest fire in Portugal

description: It is a meteorological data showing the burned area of forest fires, in the northeast region of Portugal.
DOI: 10.4121/19936082
title: Raw data underlying the research of forest fire in Portugal

description: It is a meteorological data showing the burned area of forest fires, in the northeast region of Portugal.
DOI: 10.4121/20026406.v1
title: SOWFA simulation setup belonging to the paper: The revised FLORIDyn model: Implementation of heterogeneous flow and the Gaussian wake

description: SOWFA setup for a nine turbine wind farm in turbulent wind during a wind direction change. This simulation is used as a preliminary indicator on how wakes might behave during changing environmental conditions. The turbines are set up in a 3x3 grid with the initial wind direction coming from 255 deg and then uniformly shifting by -60 deg to 195 deg in a 300 s time frame (from 20600 s to 20900 s). All turbines are 10 MW DTU reference turbines, simulated with an actuator disc. <br> For more details see the relevant files. OpenFOAM 2.4 was used to run the simulation. Content The data set contains the relevant in- and outputs from the simulation and its precursor. This should be sufficient to validate the plots from the related publications and to understand how the simulation was set up. Naturally, you will need to adapt local paths to your installation if you want to rerun the simulation. Note Due to a known bug in SOWFA, the power generated is multiplied twice with the air density. Therefore, to get the actual power generated, divide by 1.225.
DOI: 10.4121/13007474.v1
title: First version of an Impact Aware Manipulation (I.AM.) archive

description: First version of an I.AM. archive. This archive contains recordings of experiments that are executed under the<br>scenario of TOSS. In these recordings, a UR10 robot is used to toss boxes on a conveyor belt. The<br>purpose of these experiments is to validate a modeling framework. This modeling framework is used<br>within the H2020 I.AM. project (www.i-am-project.eu) to predict the end pose of a certain box on a conveyor belt, after it is tossed.<br>This means that the involved contact transitions are between the object and the environment, which<br>in these recordings is a box and a conveyor. All the recordings in the archive were performed at the Innovation Lab of Vanderlande, located within the TU/e campus.<br>
DOI: 10.4121/13007474.v2
title: First version of an Impact Aware Manipulation (I.AM.) archive

description: Update of the first version of an I.AM. archive. Changes with respect to the previous version are the file structure, metadata structure, and license. <br><br>This archive contains recordings of experiments that are executed under the scenario of TOSS. In these recordings, a UR10 robot is used to toss boxes on a conveyor belt. The<br>purpose of these experiments is to validate a modeling framework. This modeling framework is used within the H2020 I.AM. project (www.i-am-project.eu) to predict the end pose of a certain box on a conveyor belt, after it is tossed.<br>This means that the involved contact transitions are between the object and the environment, which in these recordings is a box and a conveyor. All the recordings in the archive were performed at the Innovation Lab of Vanderlande, located within the TU/e campus.
DOI: 10.4121/13007474.v3
title: First version of an Impact Aware Manipulation (I.AM.) archive

description: Update of the first version of an I.AM. archive. Changes with respect to the previous version are the file structure, metadata structure, and license. <br><br>This archive contains recordings of experiments that are executed under the scenario of TOSS. In these recordings, a UR10 robot is used to toss boxes on a conveyor belt. The<br>purpose of these experiments is to validate a modeling framework. This modeling framework is used within the H2020 I.AM. project (www.i-am-project.eu) to predict the end pose of a certain box on a conveyor belt, after it is tossed.<br>This means that the involved contact transitions are between the object and the environment, which in these recordings is a box and a conveyor. All the recordings in the archive were performed at the Innovation Lab of Vanderlande, located within the TU/e campus.
DOI: 10.4121/17041043.v1
title: Impact Aware Manipulation (I.AM.) archive containing suction cup recordings

description: I.AM. archive as part of the Impact-Aware Robotics Archives Collection. This archive contains recordings of experiments that are executed under the<br>scenario of TOSS. In these recordings, a UR10 robot is used to manipulate a plastic plate, loaded with different weights, using a suction-cup end-effector under vacuum. The<br>purpose of these experiments is to validate a modeling framework of the suction-cup. This modeling framework is used<br>within the H2020 I.AM. project (www.i-am-project.eu) to predict the end pose of a certain box on a conveyor belt, after it is tossed.<br>This means that the involved contact is between the robot and the object, which<br>in these recordings are the UR10 and a plastic plate, respectively. All the recordings in the archive were performed at the Innovation Lab of Vanderlande, located within the TU/e campus.
DOI: 10.4121/17041043.v2
title: Impact Aware Manipulation (I.AM.) archive containing suction cup recordings

description: I.AM. archive as part of the Impact-Aware Robotics Archives Collection. This archive contains recordings of experiments that are executed under the<br>scenario of TOSS. In these recordings, a UR10 robot is used to manipulate a plastic plate, loaded with different weights, using a suction-cup end-effector under vacuum. The<br>purpose of these experiments is to validate a modeling framework of the suction-cup. This modeling framework is used<br>within the H2020 I.AM. project (www.i-am-project.eu) to predict the end pose of a certain box on a conveyor belt, after it is tossed.<br>This means that the involved contact is between the robot and the object, which<br>in these recordings are the UR10 and a plastic plate, respectively. All the recordings in the archive were performed at the Innovation Lab of Vanderlande, located within the TU/e campus.
DOI: 10.4121/17041043
title: Impact Aware Manipulation (I.AM.) archive containing suction cup recordings

description: I.AM. archive as part of the Impact-Aware Robotics Archives Collection. This archive contains recordings of experiments that are executed under the<br>scenario of TOSS. In these recordings, a UR10 robot is used to manipulate a plastic plate, loaded with different weights, using a suction-cup end-effector under vacuum. The<br>purpose of these experiments is to validate a modeling framework of the suction-cup. This modeling framework is used<br>within the H2020 I.AM. project (www.i-am-project.eu) to predict the end pose of a certain box on a conveyor belt, after it is tossed.<br>This means that the involved contact is between the robot and the object, which<br>in these recordings are the UR10 and a plastic plate, respectively. All the recordings in the archive were performed at the Innovation Lab of Vanderlande, located within the TU/e campus.
DOI: 10.4121/18586019.v1
title: Data underlying the article: In-plane shear characterization of unidirectional fiber reinforced thermoplastic tape using the bias extension method.

description: In-plane shear deformation plays an important role during (press) forming of unidirectional thermoplastic composite. This dataset presents the results and analysis from bias extension measurements on cross-ply specimens to characterize the in-plane shear behavior at forming conditions. The materials' response captured in this characterization can be used as input for subsequent process simulations. Additional data was captured and analyzed to study the deformations that occurred during testing. Two commercial materials were tested at three temperatures above the melting temperature of the polymer and using three different rates.
DOI: 10.4121/18586019.v2
title: Data underlying the article: In-plane shear characterization of unidirectional fiber reinforced thermoplastic tape using the bias extension method.

description: In-plane shear deformation plays an important role during (press) forming of unidirectional thermoplastic composite. This dataset presents the results and analysis from bias extension measurements on cross-ply specimens to characterize the in-plane shear behavior at forming conditions. The materials' response captured in this characterization can be used as input for subsequent process simulations. Additional data was captured and analyzed to study the deformations that occurred during testing. Two commercial materials were tested at three temperatures above the melting temperature of the polymer and using three different rates.
DOI: 10.4121/18586019
title: Data underlying the article: In-plane shear characterization of unidirectional fiber reinforced thermoplastic tape using the bias extension method.

description: In-plane shear deformation plays an important role during (press) forming of unidirectional thermoplastic composite. This dataset presents the results and analysis from bias extension measurements on cross-ply specimens to characterize the in-plane shear behavior at forming conditions. The materials' response captured in this characterization can be used as input for subsequent process simulations. Additional data was captured and analyzed to study the deformations that occurred during testing. Two commercial materials were tested at three temperatures above the melting temperature of the polymer and using three different rates.
DOI: 10.4121/13536269.v2
title: Data accompanying the research on Variations in seasonal and inter-annual carbon fluxes in a semiarid sandy maize cropland ecosystem in China’s Horqin Sandy Land

description: The data mainly including environment factors, such as net radiation, wind speed, wind direction, soil heat flux at the depth of 5 and 10 cm, air temperature, soil temperature, soil water content at the depth of 10, 20, 30, 40 and 50 cm, and the carbon flux data
DOI: 10.4121/20014862.v1
title: Data underlying the publication: Freshwater fish biodiversity restoration in floodplain rivers requires connectivity and habitat heterogeneity at multiple spatial scales

description: With a sixth mass extinction looming and freshwater biodiversity declining at unprecedented rates, evaluating ecological efficacy of river restoration efforts is critical in combatting global biodiversity loss. Here, we present a comprehensive study of the functioning for fishes of 46 river restoration projects in the river Rhine, one of the world's most heavily engineered lowland rivers. Floodplains with permanent, either one- or two-sided lateral connectivity to the main channel, favour total fish abundance, and are essential as nursery areas for riverine fishes. Habitat heterogeneity had a strong positive effect on species richness but was negatively related with fish abundances. However, the effects of environmental variables varied between ecological groups and spatial scales. Surprisingly, richness of critical rheophilic fishes declined with large-scale habitat heterogeneity (~1000 m), while it increased at small scales (~100 m), possibly because of the presence of unfavourable habitats for this ecological group at larger scales. Clearly, there is no one-size-fits-all design for river restoration projects. Whether a river section is free-flowing or impounded dictates the scope and efficacy of restoration projects and, within a river section, multiple complementary restoration projects might be key to mitigate freshwater fish biodiversity loss. An essential element for success is that these projects should retain permanent lateral connection to the main channel.
DOI: 10.4121/20014862
title: Data underlying the publication: Freshwater fish biodiversity restoration in floodplain rivers requires connectivity and habitat heterogeneity at multiple spatial scales

description: With a sixth mass extinction looming and freshwater biodiversity declining at unprecedented rates, evaluating ecological efficacy of river restoration efforts is critical in combatting global biodiversity loss. Here, we present a comprehensive study of the functioning for fishes of 46 river restoration projects in the river Rhine, one of the world's most heavily engineered lowland rivers. Floodplains with permanent, either one- or two-sided lateral connectivity to the main channel, favour total fish abundance, and are essential as nursery areas for riverine fishes. Habitat heterogeneity had a strong positive effect on species richness but was negatively related with fish abundances. However, the effects of environmental variables varied between ecological groups and spatial scales. Surprisingly, richness of critical rheophilic fishes declined with large-scale habitat heterogeneity (~1000 m), while it increased at small scales (~100 m), possibly because of the presence of unfavourable habitats for this ecological group at larger scales. Clearly, there is no one-size-fits-all design for river restoration projects. Whether a river section is free-flowing or impounded dictates the scope and efficacy of restoration projects and, within a river section, multiple complementary restoration projects might be key to mitigate freshwater fish biodiversity loss. An essential element for success is that these projects should retain permanent lateral connection to the main channel.
DOI: 10.4121/20015018.v1
title: Data underlying the research of: E-selective Semi-hydrogenation of Alkynes by a Diruthenium Hydride Complex

description: The files contain the Nuclear Magnetic Resonance spectra of all compounds reported and input/output files of the ORCA calculations within this publication. All files are processed MestReNova files, which are easily interpretable and can be used for facile comparison with locally produced spectra. Raw FIDs can readily be extracted with the same software.
DOI: 10.4121/20015018
title: Data underlying the research of: E-selective Semi-hydrogenation of Alkynes by a Diruthenium Hydride Complex

description: The files contain the Nuclear Magnetic Resonance spectra of all compounds reported and input/output files of the ORCA calculations within this publication. All files are processed MestReNova files, which are easily interpretable and can be used for facile comparison with locally produced spectra. Raw FIDs can readily be extracted with the same software.