cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.8022110
title: Dataset for: Exploring Battery Cathode Materials in the Li-Ni-O Phase Diagrams using Structure Prediction

description: The Li-Ni-O phase diagram contains several electrochemically active ternary phases. Many compositions and structures in this phase space can easily be altered by (electro-)chemical processes, yielding many more (meta-)stable structures with interesting properties. In this study, we use<em> ab initio </em>random structure searching (AIRSS) to accelerate materials discovery of the Li-Ni-O phase space. We demonstrate that AIRSS can efficiently explore structures (e.g. LiNiO<sub>2</sub>) displaying dynamic Jahn-Teller effects. A thermodynamically stable Li<sub>2</sub>Ni<sub>2</sub>O<sub>3</sub> phase which reduces the thermodynamic stability window of LiNiO<sub>2</sub> was discovered. AIRSS also encountered many dynamically stable structures close to the convex hull. Therefore, we confirm the presence of metastable Li-Ni-O phases by revealing their structures and properties. This work will allow Li-Ni-O phases to be more easily identified in future experiments and help to combat the challenges in synthesizing Li-Ni-O phases. This dataset contains the raw research data and key analysis files for "Exploring Battery Cathode Materials in the Li-Ni-O Phase Diagrams using Structure Prediction". `known_phases_aiida_data.zip` and `new_phases_exports.aiida.zip` contain the archives exported from the AiiDA framework which was used to perform parts of the DFT calculations for this project. `search_data.zip` contains search seed files and the structures generated by the searches. `data_analysis.zip` contains the data and notebooks to reproduce the figures and tables shown in the manuscript.
description: Funding Acknowledgements: The Faraday Institution (FIRG017, FIRG030) HIGH END COMPUTING (HEC) Materials Chemistry Consortium (EP/L000202, EP/R029431, EP/T022213) UK Materials and Molecular Modelling Hub (EP/P020194/1, EP/T022213/1)
DOI: 10.6084/m9.figshare.23498282
title: Source data of the manuscript "Soliton pulse pairs at multiple colors in normal dispersion microresonators"

description: This is source data of the manuscript entitled " Soliton pulse pairs at multiple colors in normal dispersion microresonators".
DOI: 10.6084/m9.figshare.23498282.v1
title: Source data of the manuscript "Soliton pulse pairs at multiple colors in normal dispersion microresonators"

description: This is source data of the manuscript entitled " Soliton pulse pairs at multiple colors in normal dispersion microresonators".
DOI: 10.5281/zenodo.8024478
title: Data Reports

description: Data obtained by applying the Mann-Withney test to the sets of results.
DOI: 10.5281/zenodo.8024477
title: Data Reports

description: Data obtained by applying the Mann-Withney test to the sets of results.
DOI: 10.5281/zenodo.6821379
title: data for ASP manuscript

description: LBM exp (Fig. S3-4, Movie S1) Wan-Ling Tseng, Yu-Chi Lee, Yi-Chi Wang, Huang-Hsiung Hsu, Noel Keenlyside, Characterizing Atlantic interhemispheric teleconnection established by South American monsoon in austral summer. accepted by ERL
description: 128 Sec. 2, Academia Rd., Nankang
DOI: 10.5281/zenodo.6821378
title: data for ASP manuscript

description: LBM exp (Fig. S3-4, Movie S1) Wan-Ling Tseng, Yu-Chi Lee, Yi-Chi Wang, Huang-Hsiung Hsu, Noel Keenlyside, Characterizing Atlantic interhemispheric teleconnection established by South American monsoon in austral summer. accepted by ERL
description: 128 Sec. 2, Academia Rd., Nankang
DOI: 10.15151/esrf-es-1118656558
title: Southern Germany cryo-EM BAG: Structural analysis of protein machineries using single particle cryo-EM

description: In the past, many macromolecular complexes could not be structurally characterized at atomic resolution as they were unsuitable for crystallization and X-ray crystallography and as electron microscopy could not provide high resolution data. This changed rapidly in the last decade, as tremendous progress was achieved in the single particle cryo electron microscopy (cryo-EM) field. Meanwhile, cryo-EM became the method of choice to determine the structure of such complexes, opening a new era of structural biology. In this BAG we will, using cryo-EM, determine the structures of complicated protein machineries including large multi-subunit complexes, protein-nucleic acid complexes and membrane protein complexes. Our projects will contribute to improve the understanding of the molecular basis of energy conversion and cellular respiration, nitrate and ammonium metabolism, ribosome and ribosome-associated functions, DNA damage repair and maintenance.
DOI: 10.34740/kaggle/dsv/5898374
title: 🇺🇦 Ukraine Conflict Twitter Dataset
DOI: 10.5519/qd.yhe9do0b
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.5519/qd.r5xx1afv
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.17632/sx9gj2mhhm.2
title: Mixing enhancement mechanisms in aquifers affected by hydropeaking: Insights from flow-through laboratory experiments

description: In this study, we performed flow-through experiments to investigate transport processes in a laboratory setup mimicking an aquifer affected by hydropeaking. We performed five flow-through experiments: steady flow experiment, steady flow experiment with river system by keeping the head of both rivers equal to the groundwater table, and finally three transient flow experiments (that will be described in the texts as transient flow 1, transient flow 2 and transient flow 3) considering two time series of fluctuating river heads. We performed high-resolution image analysis, and depth-resolved, high-frequency sampling at the outlet of the flow-through chamber to monitor the evolution and the breakthrough of the tracer plume in the porous medium. The dataset contains: 1. The tracer concentration normalized by the initial concentration at the outlet of the flow-through chamber obtained from the optical analysis for the five experiments. 2. The tracer concentration normalized by the initial concentration obtained from the spectrophotometric analysis of the samples collected at the outlet of the flow-through chamber for the five experiments. 3. The results of the normalized second central spatial moments of the solute distribution (-), volumetric reactor ratio (-) and flux-related reactor ratio (-) for the five experiments.
DOI: 10.5281/zenodo.7198113
title: SUCCES3 cruise biogeochemical dataset (1): SuperSucker data, ammonium and nitrate+nitrite

description: High-frequency beogeochemical dataset of cross-sections along the central Oregon shelf acquired during the cruise SUCCES3, from 30 July to 10 August 2009. The dataset includes: - Day of year (UTC), longitude (W), latitude (N), profile number. - SuperSucker data: altitude from seabed (m), depth in the water column (m), distance from start of the transect (km), distance from coast (km), bottom depth (m), pressure (dbar), temperature (C), salinity, density anomaly (calculated from pressure, temperature and salinity, kg m<sup>-3</sup>), dissolved oxygen (calibrated with discrete samples, µM), and beam attenuation (m<sup>-1</sup>). - <em>In situ</em> dissolved inorganic nutrients analysis: ammonium (µM) and nitrate+nitrite (µM). Continuous biogeochemical <em>in situ</em> data were processed first correcting with standards, after, filtering to remove extreme values, and finally, synchronizing with depth and temperature based on a known sample-flow lag based on <em>in situ</em> and surface salinity measurements.
DOI: 10.5281/zenodo.7686196
title: Tables and Data for "Synthesis of Satellite and Surface Measurements, Model Results, and FRAPPÉ Study Findings to Assess the Impacts of Oil and Gas Emissions Reductions on Maximum Ozone in the Denver Metro and Northern Front Range Region in Colorado"

description: These are data sets and tables used in the paper "Synthesis of Satellite and Surface Measurements, Model Results, and FRAPPÉ Study Findings to Assess the Impacts of Oil and Gas Emissions Reductions on Maximum Ozone in the Denver Metro and Northern Front Range Region in Colorado" to be submitted to Earth and Space Science. The monitor site 2016 and 2017 counts files have gridded HYSPLIT back trajectory counts for the 4 highest ozone concentration days at each site, as described in the manuscript.
DOI: 10.1285/i20356609v14i3p987
title: Collective Action Outcomes: Ways Forward for the Subfield

description: Given the growing interest in how collective action matters, this special issue seeks to push our understanding of collective action outcomes beyond the present state of knowledge and stimulate further developments. In doing this, it looks to improve and expand the theoretical and conceptual tools for studying the topic, suggest and explore methodological innovations to solve previous research problems and investigate new settings across various movements and countries.
DOI: 10.18462/iir.icr.2015.0015
title: CO2 as a refrigerant - Start right away!

description: This publication highlights important aspects for commercial refrigeration systems, which comprise parallel compression like for example part load conditions and the reverse operation between flash gas bypass and parallel compression. A case study offers and explains possible solutions on basis of a new system design. The system, which comprises novelties with respect to the design, is installed by BITZER at its St. Marys site in Australia. The potential for an improved energy efficiency with parallel compression is shown for a state-of-the-art transcritical CO2 booster system with flash gas bypass, which is installed by BITZER at its Rottenburg site for practical training seminars since autumn 2010.
DOI: 10.22003/xfel.eu-data-002589-00
title: Microscopic insight into ultrafast electronic and lattice excitations in a correlated oxide
DOI: 10.22003/xfel.eu-data-002712-00
title: Probing laser-driven electron and spin dynamics in FeRh using XAS with balanced detection
DOI: 10.25378/janelia.21985406.v1
title: iGluSnFR3 Code and Data Supplement

description: This code and data supplement accompanies the manuscript "Glutamate indicators with improved activation kinetics and localization for imaging synaptic transmission", Abhi Aggarwal et al, Nature Methods, 2023 (BioRxiv preprint: https://doi.org/10.1101/2022.02.13.480251). Please see that work for details including a complete list of authors. <br> The code can be run with Matlab 2020a and was tested with Windows 10.0.18363 Data files appear in multiple formats. We recommend Graphpad Prism for .pzfx files, Matlab for .mat and .m files, and ImageJ for .tiff files. <br> No installation is required. The code is copyright of the authors and is provided under the CC-BY-NC 4.0 license <br> Questions? Please contact Kaspar Podgorski
DOI: 10.25919/rtd7-j815
title: Bio-optical data for Australian Inland Waters v.1

description: This collection is comprised of bio-optical measurements for a wide range of Australian inland waterbodies. The data was collected to describe the variation in bio-optical properties in Australian waterbodies. These data are able to be used for validation and development of inversion algorithms.
DOI: 10.48670/moi-00165
title: Global Ocean OSTIA Sea Surface Temperature and Sea Ice Analysis
DOI: 10.5281/zenodo.3703222
title: Survey results: PARALLEL COMP MATH Fall 2019

description: We introduced GitHub Classroom and other new technology and asked the students for their feedback on these new technolgoies.
DOI: 10.5281/zenodo.4549904
title: Survey results: PARALLEL COMP MATH Fall 2020

description: We introduced GitHub Classroom and other new technology and asked the students for their feedback on these new technolgoies.
DOI: 10.5281/zenodo.7102104
title: Process simulation-based inventory data for the perovskite single-junction, Silicon (PERC) and four-terminal perovskite/silicon tandem solar photovoltaic system life cycles

description: Process simulation-based inventory data (mass and energy balances) for the perovskite single-junction, silicon (PERC architecture), and four-terminal perovskite/silicon tandem solar photovoltaic system life cycles. The file "0 Overview of simulation flowsheets.xlsx" contains images of the 11 flowsheets that constitute the perovskite/silicon tandem simulation model, which encompasses the perovskite single-junction and silicon (PERC) simulation models. For each unit process shown in each of the flowsheet images, the corresponding Excel file in this repository (with the same name) contains the detailed mass and energy balances, as well as full compositions and thermochemical properties of all streams and the compounds in them. That is, streams are not assumed to consist of pure elements simply moving through the system together, but rather taking into account that streams consist of compounds in solution, which have different thermochemical properties than simple mixtures of the elements involved. Nine additional data files, the names of which start with "Inventory - " contain summarized inventory data for the production of 1000 perovskite single-junction, silicon (PERC), and silicon/perovskite tandem PV modules, each with no Si recycling (i.e. zero circularity), 50% Si recycling, and 100% Si recycling (i.e. full Si circularity).
DOI: 10.5281/zenodo.7340819
title: Charcoal concentration records of Nanyu Section in the Wushan Basin, northeastern Tibetan Plateau, China

description: We provide a high–resolution [~9 thousand years (ky)/sample] charcoal concentration record from the Nanyu section (Long. 140.9° E, Lat. 34.7° N) during the Mid–Miocene (~16–13.6 Ma) in the Wushan Basin, northeastern Tibetan Plateau, China.
DOI: 10.5281/zenodo.7899115
title: MESMAR v1: A new regional coupled climate model for downscaling, predictability, and data assimilation studies in the Mediterranean region. Article data

description: Regional coupled and Earth System models are fundamental numerical tools for climate investigations, downscaling of predictions and projections, process-oriented understanding of regional extreme events, and many more applications. Here we introduce a newly developed coupled regional modeling framework for the Mediterranean region, called MESMAR (Mediterranean Earth System model at ISMAR) version 1, which is composed of the WRF atmospheric model, the NEMO oceanic 15 model, and the HD hydrological discharge model, coupled via the OASIS coupler. The model is implemented at moderate resolution (about 1/12° for the ocean and river routing, while twice coarser for the atmosphere) for long-term investigations. The gzipped tarball contains data files contained in the manuscript associated with the MESMARv1 description and submitted to Geoscientific Model Developments: MESMAR v1: A new regional coupled climate model for downscaling, predictability, and data assimilation studies in the Mediterranean region by Andrea Storto, Yassmin Hesham Essa, Vincenzo de Toma, Alessandro Anav, Gianmaria Sannino,<br> Rosalia Santoleri, Chunxue Yang
description: Data generated by MESMARv1 and included in the manuscript MESMAR v1: A new regional coupled climate model for downscaling, predictability, and data assimilation studies in the Mediterranean region Author(s): Andrea Storto et al. ----------------------------------------------- v1 05/MAY/2023 Note: the entire dataset generated in the sensitivity studies is about 84 TB and cannot be shared. It is archived in local storage facilities of CNR-ISMAR, Rome (Italy), and available on-demand. Here, we include only data, timeseries, etc. used within the manuscript, and the scripts to reproduce the figures.
DOI: 10.6073/pasta/62befe25be8a69fe41f9e746a67076b8
title: Abundance of eukaryote picophytoplankton from a moored submersible flow cytometer at Martha's Vineyard Coastal Observatory, ongoing since 2003

description: This is a 16-year time series of the abundance of eukaryote picophytoplankton at 4 meters depth at the Martha's Vineyard Coastal Observatory, about 3 km south of Katama Beach, Edgartown, Massachusetts, USA. Picophytoplankton were sensed in situ by a submersible flow cytometer (FlowCytobot, or FCB). Sampling frequency was continuous at approximately 20-minute intervals binned to hourly resolution with some exceptions (e.g., winter in some years). For years 2003, 2004, and 2006, this dataset is a new version of previously published data available in NOAA NCEI.
DOI: 10.6073/pasta/f1389876889b4390f01b904760a54604
title: Jornada Basin LTER Weather Station Daily summary climate data

description: Daily summary values of averages of readings of the following parameters are made which are based on data recorded on a Campbell CR10, CR10X, then CR1000 data logger: maximum, minimum, and average air temperature; maximum and minimum relative humidity; total precipitation; average wind speed; maximum wind speed; average wind direction; total incoming solar radiation; average soil temperature at 5cm and 20cm; mean dew temperature. From 1983 - 5 June 1991, readings on which daily averages are based were made at 12 second intervals. From 6 June 1991 to present, readings on which daily averages are based are made at 10 second intervals.
DOI: 10.6084/m9.figshare.22193443.v1
title: Auxiliary online material to Brands et al. (2023): A global climate model performance atlas for the Southern Hemisphere extratropics based on regional atmospheric circulation patterns

description: This is the auxiliary online material to the research article: Brands et al. (2023): <pre><code>A global climate model performance atlas for the Southern Hemisphere extratropics based on regional atmospheric circulation patterns</code></pre> For further informaion, please see the README.txt file contained herein or contact Swen Brands, swen.brands@gmail.com
DOI: 10.5281/zenodo.3275073
title: Subpixel optical correlation co-seismic offsets for the Mw 6.4 and Mw 7.1 Ridgecrest, California earthquakes, from Copernicus Sentinel 2 data

description: Two strong earthquakes (Mw 6.4 and Mw 7.1) took place near Ridgecrest, California, on July 4 2019 and July 6, respectively. https://earthquake.usgs.gov/earthquakes/eventpage/ci38443183/executive https://earthquake.usgs.gov/earthquakes/eventpage/ci38457511/executive In order to assess surface ruptures and the displacement field from the earthquakes, we used subpixel image correlation with Copernicus Sentinel-2 optical imagery (Band 4). MicMac and CosiCorr software was used to to extract the 2D (East-West and North-South) horizontal co-seismic displacement field. Four high-resolution figures are given per method and component (EW and NS). Road network (white lines - from OpenStreetMap) and Quaternary Faults (black polylines) from USGS (https://earthquake.usgs.gov/hazards/qfaults/) are used for overlay. Rasters are given per software used (MICMAC_ for MicMac and COSI for CosiCorr), with a pixel resolution of 20m. Final product is corrected with detrending (to remove mostly registration errors) and filtered to remove noise. Stripes resulting from pushbroom scanner and orbit errors were not removed at this product (visible as WNW-ESE and NNE-SSW linear parallel stripes). -North-South displacement: positive values to the North. - East-West displacement: positive values to the East. Raster files are projected in UTM Zone 11North WGS84 ( EPSG:32611) A contribution to <strong>CEOS Working Group Disasters:</strong> Seismic Demonstrator <strong>Copyright:</strong> Contains modified Copernicus Sentinel data (2019), OpenStreetMap data (2019), Quaternary Fault and Fold Database of the United States - USGS (2019)
DOI: 10.5281/zenodo.7833166
title: Textural and compositional dataset of fluvial and aeolian sand in the Yarlung Tsangpo dune system

description: The dataset comprises 5 tables including sample information, grain size distributions, grain roundness, sand petrography and heavy-mineral tables. The sample information table includes River/Dune types, names, locality, collected people, collected year and spatial coordinate, whereas other tables provide detailed sand textural and compositional information. The detailed textural and compositional dataset allow us to evaluate the differences between fluvial and aeolian sand in the river-fed Yarlung Tsangpo system, and The "multiple window" approach provides opportunity to explore intersample and intrasample variability, and help to understand the grain-size control on sand texture and composition. The dataset is a supplement to the manuscript "Fluvial-aeolian interaction and compositional variability in the river-fed Yarlung Tsangpo dune system (southern Tibet)" by Liang et al. (2023) submitted to JGR: Earth Surface. The data should <strong>NOT</strong> be used commercially.
DOI: 10.5281/zenodo.4889373
title: KTH-dESA/jrc_temba: TEMBA 2.1

description: No description provided.
DOI: 10.5281/zenodo.7726349
title: Supporting information for "Incoming Neutron Flux Corrections for Cosmic-ray Soil and Snow Sensors Using the Global Neutron Monitor Network"

description: This dataset includes 2 files that represent supporting information for McJannet, D and Desilets, D (Submitted 2023)"Incoming Neutron Flux Corrections for Cosmic-ray Soil and Snow Sensors Using the Global Neutron Monitor Network" Water Resources Research. File 1 - Supporting Information 1 - Example calculation: Excel sheet showing demonstration calaculations using the neutron intensity correction described in the paper File 2 - Supporting information 2 - List of neutron moniotr stations used in the paper and acknowledgment of their contribtuion
DOI: 10.6084/m9.figshare.21428790
title: Root Length

description: These datasets describe a study sampling root length data monthly from 18 stands for three years (2015-2017), which dominated by single species and their mixtures in post-fire boreal forests of two stand ages (8 and 34 years old).
DOI: 10.17632/7ygjcxxkcz.1
title: Data for: Glaciochemical records for the past century from the No. 1 Qiangtang Glacier ice core on the central Tibetan Plateau: Likely proxies for climate and atmospheric circulations
DOI: 10.17632/xfk99kpmj9.1
title: Historical_Building_Crack_2019

description: - An annotated benchmark image dataset for training and validation of crack detection systems based on Machine learning (ML) and, Deep Learning (DL) for a historical building. - Real images of historical building cracks were taken at an ancient building suffering from cracking problem (the Mosque (Masjed) of Amir al-Maridani, located in Sekat Al Werdani, El-Darb El-Ahmar, in Cairo Governorate). It was built during the era of the Mamluk Sultanate of Cairo, Egypt in 1339- 40 CE. It is distinguished by its octagonal minaret and its large dome and considered as one of the most distinctively decorated historical buildings. - Raw RGB digital images (.jpg) were captured using Canon camera (Canon EOS REBEL T3i) with 5184 × 3456 resolution over two years (2018 and 2019). - The dataset contains most of the challenges facing historical buildings crack defect detection in real-world environments, such as dust, illumination, separators, crack-like, blurring, deep texture, wood patterns, etc. - All images are divided into sub-images 256 X 256 to enlarge the dataset. - The final Crack Dataset consisted of 3886 images [ 757 for crack and 3139 for non-crack] To enlarge dataset size for training deep learning models, data augmentation process can be applied to increase training dataset size via generating new samples that are similar to the training samples. The following steps can be used: 1- Flipping image (vertically, horizontally and, vertically + horizontally), 2- Rotating image by 90 and -90 individually, 3- Flipping rotated images vertically, 4- Combining the output images of (1, 2 and 3) with the original images to create new dataset, 5- Adding noise to images of the new dataset such as Gaussian and salt and pepper noise, 6- Combining the output images of steps (4 and 5) to create the final augmented dataset.
DOI: 10.25318/1110019201-eng
title:  Upper income limit, income share and average income by economic family type and income decile

description: Upper income limit, income share and average of market, total and after-tax income by economic family type and income decile, annual.