cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.4121/1b980be2-410e-43e4-a769-e09e76d27a09.v1
title: Data, code and results underlying the publication: Spatial clustering of waste reuse in a circular economy

description: This dataset contains data, code, and results for the academic paper analyzing the degree and scale of spatial clustering of waste reuse locations in the Netherlands using waste data from the Dutch Waste Registry (LMA). The paper is titled "Spatial clustering of waste reuse in a circular economy: A spatial autocorrelation analysis on locations of waste reuse in the Netherlands using global and local Moran’s I". This dataset is a zipfile containing the following:Results - folder containing results for spatial analysis of waste reuse locations in the Netherlands, including spatial clustering (global morans I), hotspot analysis (local moran's I).wasteReuseLocations - folder containing shp files of waste reuse locations in NL, aggregated at 10x10km spatial resolution.code - folder containing .py and .ipynb files used to conduct spatial clustering analysis.supplementary document.docx - document providing extra information (including links) for methodology and results of paper.
DOI: 10.4121/cd4f6a57-44ad-4c15-a5da-09b2c390e900
title: Data and code underlying the publication: Spatial optimization of circular timber hubs

description: This dataset contains the data and code used for a paper currently being peer reviewed, titled "Spatial optimization of circular timber hubs". For this research, we identified the optimal location and scale of circular construction hubs in Amsterdam using a spatial simulated annealing as an optimization algorithm. The zipped file contains two folders, "code" and "data". The "code" folder contains:costEffectiveness_v3.py - python script for calculating the cost effectiveness (euros / tCO2eq reduction) of a given configuration of circular construction hubs.spatialAnnealing_parallel_hpc.R - R script for running the spatial simulated annealing algorithm on a high performance computing cluster.resultsVisualization_v2.ipynb - a jupyter notebook visualizing the results of the research.<br>The "data" folder contains:ams_edges.shp - shp file of major street network in Amsterdam.candiHubs_ams.shp - shp file of potential locations for circular construction hubsmatGrid_ams.shp - shp file showing the predicted future supply and demand for timber (for construction) in Amsterdam. This shpfile was modified from a dataset created by the Planbureau voor de Leefomgeving and researchers from Leiden University, see their publication here: https://www.sciencedirect.com/science/article/pii/S0921344921007138
DOI: 10.4121/cd4f6a57-44ad-4c15-a5da-09b2c390e900.v1
title: Data and code underlying the publication: Spatial optimization of circular timber hubs

description: This dataset contains the data and code used for a paper currently being peer reviewed, titled "Spatial optimization of circular timber hubs". For this research, we identified the optimal location and scale of circular construction hubs in Amsterdam using a spatial simulated annealing as an optimization algorithm. The zipped file contains two folders, "code" and "data". The "code" folder contains:costEffectiveness_v3.py - python script for calculating the cost effectiveness (euros / tCO2eq reduction) of a given configuration of circular construction hubs.spatialAnnealing_parallel_hpc.R - R script for running the spatial simulated annealing algorithm on a high performance computing cluster.resultsVisualization_v2.ipynb - a jupyter notebook visualizing the results of the research.<br>The "data" folder contains:ams_edges.shp - shp file of major street network in Amsterdam.candiHubs_ams.shp - shp file of potential locations for circular construction hubsmatGrid_ams.shp - shp file showing the predicted future supply and demand for timber (for construction) in Amsterdam. This shpfile was modified from a dataset created by the Planbureau voor de Leefomgeving and researchers from Leiden University, see their publication here: https://www.sciencedirect.com/science/article/pii/S0921344921007138
DOI: 10.5258/soton/d2674
title: Dataset in support of the journal article 'Ultra-low thermal conductivity and improved thermoelectric properties of Al-doped ZnO by in-situ O2 plasma treatment'

description: The thriving of Internet-of-Things and integrated wireless sensor networks has brought an unprecedented demand for sustainable micro-Watt-scale power supplies. Development of high-performing micro-thermoelectric generator (μ-TEG) that can convert waste thermal energy into electricity and provide sustainable micro-Watt-scale power is therefore extremely timely and important. Herein, a significant advance in the development of earth-abundant, nontoxic thermoelectric materials of aluminium-doped zinc oxide (AZO) is presented. Through nanostructure engineering using a novel in situ O2 plasma treatment, AZO films are demonstrated with ultralow thermal conductivity of 0.16 W m-1 K-1 which is the lowest reported in the literature. This nanostructured film yields a power factor of 294 μW m-1K-2 at 563 K and has resulted in a state-of-the-art ZT of 0.11 at room temperature and 0.72 at 563 K for AZO thin films. Furthermore, the fabrication and testing of a prototype lateral μ-TEG are reported based on the AZO thin film which achieves a power output of 1.08 nW with an applied temperature difference of 16.9 °C.
DOI: 10.5281/zenodo.7882531
title: Global Fishing Index: a global dataset of relative biomass of fish stocks in national waters

description: The Global Fishing Index (GFI) is an independent global assessment of the state of marine fisheries, measuring country-level progress towards achieving the United Nation’s Sustainable Development Goal Target 14.4. This stock-level dataset provides estimates of relative biomass (current biomass relative to historic ‘unfished’ biomass) and reconstructed catch for 1,438 unique marine fish stocks, spanning the national waters of 142 maritime countries. The dataset includes biomass estimates for 2018 from stock assessments published by national and regional authorities, as well as estimates made using data-limited models (the Bayesian Schaefer Model and CMSY++) and publicly available data. To ensure the integrity and reliability of stock-level data included in the GFI 2021 sustainability dataset, the data were subject to a comprehensive and rigourous quality assurance process, including both internal and external expert review. This global dataset advances scientific knowledge on the state of fisheries globally, serves as a benchmark to track progress and inform future studies, and supports improved research and management to advance global efforts towards fisheries sustainability.
DOI: 10.5281/zenodo.7882530
title: Global Fishing Index: a global dataset of relative biomass of fish stocks in national waters

description: The Global Fishing Index (GFI) is an independent global assessment of the state of marine fisheries, measuring country-level progress towards achieving the United Nation’s Sustainable Development Goal Target 14.4. This stock-level dataset provides estimates of relative biomass (current biomass relative to historic ‘unfished’ biomass) and reconstructed catch for 1,438 unique marine fish stocks, spanning the national waters of 142 maritime countries. The dataset includes biomass estimates for 2018 from stock assessments published by national and regional authorities, as well as estimates made using data-limited models (the Bayesian Schaefer Model and CMSY++) and publicly available data. To ensure the integrity and reliability of stock-level data included in the GFI 2021 sustainability dataset, the data were subject to a comprehensive and rigourous quality assurance process, including both internal and external expert review. This global dataset advances scientific knowledge on the state of fisheries globally, serves as a benchmark to track progress and inform future studies, and supports improved research and management to advance global efforts towards fisheries sustainability.
DOI: 10.5281/zenodo.7760010
title: Transmission of a bumblebee parasite is robust despite exposure to extreme temperatures

description: Data for Transmission of a bumblebee parasite is robust despite exposure to extreme temperatures
DOI: 10.5281/zenodo.7760009
title: Transmission of a bumblebee parasite is robust despite exposure to extreme temperatures

description: Data for Transmission of a bumblebee parasite is robust despite exposure to extreme temperatures
DOI: 10.5517/ccdc.csd.cc2bvqqn
title: CCDC 2170642: Experimental Crystal Structure Determination

description: Related Article: Jinyan Ji, Chao Qi, Xuewu Yan, Tao Zheng|2022|J.Mol.Struct.|1269|133814|doi:10.1016/j.molstruc.2022.133814
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25345/c5tb0z55n
title: MassIVE MSV000092479 - Desulfatibacillum alkenivorans strain PF2803T HPLC-MS/MS raw data_SDing
title: This study aimed to systematically characterize the lipidomic adaptions of Desulfatibacillum alkenivorans strain PF2803T, a mesophilic sulfur-reducing bacterium characterized by a complex lipidome with a variety of glycerol ether/ester lipids and diverse polar head groups. This strain was cultivated under various conditions, including variations in temperature, pH, salinity, and nutrient concentration (nitrogen and phosphorous).
DOI: 10.5258/soton/d2494
title: Dataset in support of the Southampton doctoral thesis 'The effect of the Board of Directors' characteristics on merger and acquisition investments: Evidence from the United Kingdom'

description: The dataset contains an Excel spreadsheet detailing the data collected in support of the thesis.
DOI: 10.17028/rd.lboro.23019596.v2
title: Macroinvertebrate data from Pitsford Reservoir over three years

description: Data provided is primary data collected from Pitsford Reservoir in Northamptonshire, UK where three non-native amphipods have established populations. Data collected in 2016, 2017, and 2018.
DOI: 10.17045/sthlmuni.12962303
title: Open data: Individual differences in the ability to access spatial information in lag-clicks

description: This repository contain raw data and analysis scripts for the experiments described in the article Tirado, Gerdfeldter, and Nilsson (2020) “Individual differences in the ability to access spatial information in lag-clicks, ” accepted for publication in The Journal of the Acoustical Society of America.<br> All material is collected in a single .zip-file called a120.zip (a120 was the working name of the project). This file contains a main folder and three subfolders:¨<br> ./a120 |---- /rawdata |---- /analysis |---- /manus<br> To run the R-scripts, set R’s working directory to ./a120, R will import rawdata from the rawdata folder, collect pre-processed data from the analysis folder, and store figures in the manus folder. <br> The subfolders and their content is described in the file content.pdf<br>
DOI: 10.21227/3adt-pb04
title: Deep Xi Training Set

description: Clean speech: Noise: Note that the clean-speech and noise recordings used for this training set are separate from those used in the following test sets: Deep Xi Test Set (), Test Set from (), and the DEMAND Voicebank test set ().
DOI: 10.5281/zenodo.7805671
title: Dataset for Intermediate Infrared Spectroscopy of Pyroxene

description: Spectra of pyroxene samples used in paper entitled Intermediate Infrared Spectroscopy of Pyroxene: Determination of Ca-Mg-Fe Composition in the 4-8 Micron Wavelength Range
DOI: 10.5066/p9akqfgv
title: Long-term gas and heat emissions measurements, Norris Geyser Basin, Yellowstone National Park

description: We installed an eddy covariance station on July 10, 2018 at Bison Flat, an acid-sulfate, vapor-dominated area (0.04-km2) in Norris Geyser Basin, Yellowstone National Park, WY to monitor variations in hydrothermal gas and heat emissions. Since then, this station has measured CO2, H2O and sensible and latent heat fluxes, air temperature and pressure, and wind speed and direction on a half-hourly basis. We also measured soil CO2 fluxes and temperatures on a grid using the accumulation chamber method and thermocouple probes, respectively, on July 11-12, 2018 and soil CO2 fluxes only on June 25, 2019. On July 10, 2018 and June 24, 2019, we collected fumarole gas samples for analysis of bulk chemical and carbon (d13C-CO2) and helium (Rc/Ra) isotope compositions. The eddy covariance, soil CO2 flux and temperature, and gas geochemical data sets were used to characterize baseline temporal and spatial variations in hydrothermal CO2 and heat emissions and gas sources for the study area and their relationships to meteorological variations.
DOI: 10.4231/d3319s315
title: Steel-Plate Composite Shear Wall - Specimen No.3 (SC3)

description: An experimental study investigated the behavior of large-scale steel-plate composite (SC) walls subjected to cyclic lateral loading. Four large-size specimens (SC1 through SC4) were constructed and tested under displacement-controlled cyclic loading in the NEES laboratory at the University at Buffalo, with support from Bowen Laboratory at Purdue University. The aspect ratio (height-to-length, "H/L" ) of all four walls was 1.0. 
 The specimens were anchored to a concrete basemat with a pre-tensioned bolted connection that was designed to be stronger than the walls. The design parameters considered in the investigation were wall thickness, reinforcement ratio, stud spacing, and tie bar spacing.
The pre-test analyses, global force-displacement responses, contributions of the steel faceplates and infill concrete to the lateral resistance, load transfer between the faceplates and infill concrete, and damage to the face plates and infill are documented. The four SC walls failed in a flexural mode characterized by tensile cracking of the concrete, tensile yielding of the steel plates, crushing of concrete at the toes of the wall, outward local buckling of the steel faceplates, and fracture of the steel faceplates.
DOI: 10.4231/d3bg2h97f
title: Steel-Plate Composite Shear Wall - Specimen No.1 (SC1)

description: An experimental study investigated the behavior of large-scale steel-plate composite (SC) walls subjected to cyclic lateral loading. Four large-size specimens (SC1 through SC4) were constructed and tested under displacement-controlled cyclic loading in the NEES laboratory at the University at Buffalo, with support from Bowen Laboratory at Purdue University. The aspect ratio (height-to-length, "H/L" ) of all four walls was 1.0. 
 The specimens were anchored to a concrete basemat with a pre-tensioned bolted connection that was designed to be stronger than the walls. The design parameters considered in the investigation were wall thickness, reinforcement ratio, stud spacing, and tie bar spacing.
The pre-test analyses, global force-displacement responses, contributions of the steel faceplates and infill concrete to the lateral resistance, load transfer between the faceplates and infill concrete, and damage to the face plates and infill are documented. The four SC walls failed in a flexural mode characterized by tensile cracking of the concrete, tensile yielding of the steel plates, crushing of concrete at the toes of the wall, outward local buckling of the steel faceplates, and fracture of the steel faceplates.
DOI: 10.5281/zenodo.7743224
title: Ice Mechanics for 1-D Lake Models

description: These files are in support of a submission to Geophysical Research Letters by M. MacKay entitled<br> "Ice Concentration Scaling Laws for Freshwater Lakes in Numerical Weather and Climate Prediction"
DOI: 10.6084/m9.figshare.1209443
title: Biomass and abundances data for Schwarzmueller et al. JAE 2014

description: The experimental data from the manuscript. Biomass data was used to produce Fig. 3, Timeseries data was shown in Fig. 4.
DOI: 10.6084/m9.figshare.18865418
title: Neonatal Resuscitation: Measuring The Readiness of Healthcare Personnel

description: Data from Neonatal Resuscitation: Measuring The Readiness of Healthcare Personnel study
DOI: 10.17189/1519485
title: MSL MARS CHEMCAM LIBS SPECTRA 4/5 RDR V1.0
DOI: 10.17632/472ypb4ckn.1
title: African lions (Panthera leo) SECR - 2020

description: Lion count data associated to the publication "Considerations on effort, precision and accuracy for long term monitoring of African lions (Panthera leo), when using Bayesian spatial explicit capture-recapture models, in fenced protected areas" in Ecology & Evolution
DOI: 10.4231/d3z892f6j
title: Steel-Plate Composite Shear Wall - Specimen No.4 (SC4)

description: An experimental study investigated the behavior of large-scale steel-plate composite (SC) walls subjected to cyclic lateral loading. Four large-size specimens (SC1 through SC4) were constructed and tested under displacement-controlled cyclic loading in the NEES laboratory at the University at Buffalo, with support from Bowen Laboratory at Purdue University. The aspect ratio (height-to-length, "H/L" ) of all four walls was 1.0. 
 The specimens were anchored to a concrete basemat with a pre-tensioned bolted connection that was designed to be stronger than the walls. The design parameters considered in the investigation were wall thickness, reinforcement ratio, stud spacing, and tie bar spacing.
The pre-test analyses, global force-displacement responses, contributions of the steel faceplates and infill concrete to the lateral resistance, load transfer between the faceplates and infill concrete, and damage to the face plates and infill are documented. The four SC walls failed in a flexural mode characterized by tensile cracking of the concrete, tensile yielding of the steel plates, crushing of concrete at the toes of the wall, outward local buckling of the steel faceplates, and fracture of the steel faceplates.
DOI: 10.6073/pasta/288f23f208bd0188ed69649624d0553c
title: Small, coastal temperate rainforest watersheds dominate organic carbon transport to the northeast Pacific Ocean

description: The northeast Pacific Coastal Temperate Rainforest (NPCTR) extending from southeast Alaska to northern California is characterized by high precipitation and large stores of recently fixed biological carbon. We show that 3.4 Tg-C yr-1 as DOC is exported from the NPCTR drainage basin to the coastal ocean. More than 56% of this riverine DOC flux originates from thousands of small (mean = 118 km2), coastal watersheds that comprise 22% of the NPCTR drainage basin. The average DOC yield from NPCTR coastal watersheds (6.20 g-C m-2 yr-1) exceeds that from Earth’s tropical regions by roughly a factor of three. The highest yields occur in small, coastal watersheds in the central NPCTR due to the balance of moderate temperature, high precipitation, and high soil organic carbon stocks. These findings indicate that DOC export from NPCTR watersheds may play an important role in regional-scale heterotrophy within near-shore marine ecosystems in the northeast Pacific. These are the datasets used in this analysis
DOI: 10.4231/d36t0gw54
title: Steel-Plate Composite Shear Wall - Specimen No.2 (SC2)

description: An experimental study investigated the behavior of large-scale steel-plate composite (SC) walls subjected to cyclic lateral loading. Four large-size specimens (SC1 through SC4) were constructed and tested under displacement-controlled cyclic loading in the NEES laboratory at the University at Buffalo, with support from Bowen Laboratory at Purdue University. The aspect ratio (height-to-length, "H/L" ) of all four walls was 1.0. 
 The specimens were anchored to a concrete basemat with a pre-tensioned bolted connection that was designed to be stronger than the walls. The design parameters considered in the investigation were wall thickness, reinforcement ratio, stud spacing, and tie bar spacing.
The pre-test analyses, global force-displacement responses, contributions of the steel faceplates and infill concrete to the lateral resistance, load transfer between the faceplates and infill concrete, and damage to the face plates and infill are documented. The four SC walls failed in a flexural mode characterized by tensile cracking of the concrete, tensile yielding of the steel plates, crushing of concrete at the toes of the wall, outward local buckling of the steel faceplates, and fracture of the steel faceplates.
DOI: 10.5066/f79k48c1
title: Flood of August 2016 in Louisiana

description: Heavy rainfall occurred across Louisiana in August, 2016 as a result of a slow-moving area of low pressure and a high amount of atmospheric moisture. The storm caused major flooding in the southern portions of Louisiana including areas surrounding Baton Rouge and Lafayette. Flooding occurred along the rivers such as the Amite, Comite, Tangipahoa, Tickfaw, Vermilion, and Mermentau. Over 31 inches of rain were reported in Watson just northeast of Baton Rouge, LA over the duration of the event. Streamflow gaging stations operated by the U.S. Geological Survey recorded peak streamflows of record at 6 locations, and 16 locations experienced peak streamflows ranking in the top 5 for the duration of the period of record. In August, 2016, U.S. Geological Survey hydrographers made over ## discharge measurements at over ## locations on streams in Louisiana. Many of those discharge measurements were made for the purpose of verifying the accuracy of stage-streamflow relations at gaging stations operated by the U.S. Geological. Following the storm event, USGS hydrographers recovered and documented 590 high water marks in Louisiana. Many of these high water marks were used to create 12 flood-inundation maps for selected areas of Louisiana that experienced flooding in August 2016.
DOI: 10.5281/zenodo.7232878
title: Phase-velocity dispersions and Vs model of Tongzhou,Beijing

description: Phase-velocity dispersions and Vs model of Tongzhou,Beijing, from the paper 'Improved 3D Shallow-Deep Vs Structure in Tongzhou, Beijing (China), Revealed by Dense Array Ambient Noise Tomography'
DOI: 10.5439/1025224
title: ARM: Multi-Filter Radiometer (MFR): upwelling irradiance at 10-meter height

description: Multi-Filter Radiometer (MFR): upwelling irradiance at 10-meter height
DOI: 10.6084/m9.figshare.23025041
title: MsPHep: An Online Application for Low-Molecular-Weight Heparin Rapid Characterization Based on Mass Spectrometry

description: Test data for Enoxaparin standard using HILIC-MS and SEC-MS methods, and Parameters setting of DeconTools
DOI: 10.7799/1052226
title: Solar Resource & Meteorological Assessment Project (SOLRMAP): Observed Atmospheric and Solar Information System (OASIS); Tucson, Arizona (Data)

description: The U.S. Department of Energy's National Renewable Energy Laboratory collaborates with the solar industry to establish high quality solar and meteorological measurements. This Solar Resource and Meteorological Assessment Project (SOLRMAP) provides high quality measurements to support deployment of power projects in the United States. The no-funds-exchanged collaboration brings NREL solar resource assessment expertise together with industry needs for measurements. The end result is high quality data sets to support the financing, design, and monitoring of large scale solar power projects for industry in addition to research-quality data for NREL model development. NREL provides consultation for instrumentation and station deployment, along with instrument calibrations, data acquisition, quality assessment, data distribution, and summary reports. Industry participants provide equipment, infrastructure, and station maintenance.
DOI: 10.6084/m9.figshare.23708496
title: Data - CB-Bench

description: All data used in the respective manuscript are included in this table. AN denotes the values for anodal stimulation, while SH denotes the values for sham stimulation.