cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.11340770.v1
title: global SHR datasets.zip

description: This dataset includes 126 global SHR ensembles.six climate datasets, 3 soil moisture datasets, 7 GPP datasets. randomForest package, R-3.5.2
DOI: 10.6084/m9.figshare.22707370.v1
title: Pre and post education assessment results, 2004-2018, from the RANZCOG Fetal Surveillance (CTG) Education Program.

description: Pre- and post-education assessment results from a physiologically based fetal surveillance (CTG) education program. Interrogation of the data was undertaken to measure assessment difficulty, assessment stability, and participant change/improvement over time, for all craft groups caring for women in the antenatal or intrapartum period.
DOI: 10.15468/dl.et2833
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sagamichthys schnakenbecki (Krefft, 1953)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((45.5755 -13.3048,45.7911 -12.8231,45.6061 -12.3752,45.0241 -12.1382,44.9648 -12.0572,44.9648 -13.45,45.02 -13.4845,45.5755 -13.3048))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013204-250525065834625/datasets/export for details.
DOI: 10.17632/gp8rkw2k6v
title: Datasets on materials research of hard ferromagnet in TM-Fe-Si (TM=Ti, Zr, Hf, V, Nb, and Ta) ternary systems 

description: The datasets presented are related to materials research on hard ferromagnet in TM-Fe-Si (TM=Ti, Zr, Hf, V, Nb, and Ta) ternary systems. The motivation for data collection is based on the research paper entitled “Novel hard magnetic phase with Zr11.5Fe53Si35.5 composition”. The datasets are composed of scanning electron microscope images, X-ray diffraction (XRD) patterns, and magnetization data for TM7Fe52Si41 annealed at 1050 ℃. The chemical compositions of constituent phases were determined by an energy dispersive X-ray spectrometer (EDS). The phase analysis was performed using XRD and EDS results. The Curie temperature of each sample was obtained using magnetization data, and the coercive field was determined for hard ferromagnet samples Zr7Fe52Si41 and Hf7Fe52Si41. The datasets would be useful for developing an Fe-based rare-earth-free permanent magnet, which is one of the central issues of materials science.
DOI: 10.6084/m9.figshare.16954516.v1
title: Supplementary Material for: Optic Nerve Head Microcirculation in Eyes with Vogt-Koyanagi-Harada Disease Accompanied by Anterior Ischemic Optic Neuropathy

description: Anterior ischemic optic neuropathy (AION) is infrequently complicated with Vogt-Koyanagi-Harada (VKH) disease. We quantitatively examined sequential changes in the morphology and circulation hemodynamics, using a C-scan of optical coherence tomography (OCT) and laser speckle flowgraphy (LSFG) in a patient with VKH disease accompanied by AION. A 65-year-old female complained of blurred vision in both of her eyes. The patient presented with optic disc swelling and remarkable choroidal thickening detected by OCT bilaterally. The diagnosis of VKH disease was established based on the presence of pleocytosis detected in the cerebrospinal fluid and hypofluorescent dark dots scattered all around the fundus, detected by indocyanine green angiography. Goldmann perimetry detected visual field defects, similar to superior altitudinal hemianopsia in the right eye and similar to inferior altitudinal hemianopsia in the left eye. The patient was suspected to have developed AION in both eyes. The patient received methylprednisolone pulse therapy, followed by oral prednisolone. With these treatments, the optic disc swelling disappeared. However, optic disc atrophy with visual field defects remained in both eyes. An OCT C-scan showed the ganglion cell complex (GCC) and circumpapillary retinal nerve fiber layer (cpRNFL) thickness getting thinner below the normal range, and LSFG showed the decrease in optic nerve head (ONH) tissue microcirculation. These results supported the occurrence of AION in this patient with VKH disease. The analysis of GCC and cpRNFL thickness and ONH microcirculation would be useful for supporting the occurrence of AION in a case of VKH disease.
DOI: 10.6084/m9.figshare.20634867.v1
title: GPSA_diffdata_3048

description: Those are differential expression results of 3048 datasets from GPSAdb database.
DOI: 10.6084/m9.figshare.26049460.v1
title: Data files for https://doi.org/10.1038/s43247-024-01506-4

description: These data are related to the addition of Magnesium Hydroxide to wastewater and its subsequent discharge to the coastal ocean. CO2 partial pressure and pH data were collected at the Wastewater Treatment Works [PT_HWTW*], Upstream and Downstream of the Magnesium Hydroxide addition. Further CO2 partial pressure and pH data were collected in the vicinity of the HWTW outfall [PT_OceanData_*].
DOI: 10.6084/m9.figshare.28512821.v1
title: Global 1km forest Aboveground Biomass Loss dataset in 2001-2020

description: This dataset describes Global Aboveground Biomass Loss by forest disturbance in 2001-2020.The Spatial resolution of thisdataset is 0.00833333 degree in GCS_WGS_1984.The AGB data based on GEDI SAWA indices was used as a benchmark data, MODIS Global lAnd Surface Satellite (GLASS) datasets were used to retrieval the AGB from 2000 to 2020.Different AGB retrieval models were developed by Random Forest considering different forest types within different continents. The Global Forest Change dataset from UMD-GLAD were used to assist in etracting forest disturbance areas in 2001-2020.The overall accuracy of the dataset is close to 75%.
DOI: 10.15482/usda.adc/1423466
title: Data from: Multi-species fruit flower detection using a refined semantic segmentation network
DOI: 10.17632/jdxkcsxdhd
title: Australian electricity generation & demand Data

description: This dataset includes 30-minute generation data from 116 existing renewable generators in NEM and WEM and demand data for 2021. Raw data originated from AEMO and is accessed from nebweb. The data were assembled and preprocessed by the authors for research modeling
DOI: 10.17632/sjgr3w28n7
title: Discrete Choice Experiment data for street-level urban greening in Berlin

description: The data presented here are the outcome of a survey implemented in a Berlin neighborhood from January to March 2018. To begin to put a monetary value on street-level aspects of urban green, we used a discrete choice experiment to explore people’s preferences and willingness to pay for green features in an urban Neighborhood Management development zone in Berlin. An analysis was performed on the survey results using conditional logit and latent class logit models done in R. This dataset is complementary to the full research article, “Economic valuation of street-level urban greening: A case study from an evolving mixed-use area in Berlin” (Fruth et al., 2019). The analysis provided in the full article can be used to guide decision-making regarding urban greening and green building practices at both policy- and project-level, while the dataset available here can be used to provide insight about how our sample population responded and how the experiment could be replicated in context or elsewhere in Berlin. “Deutsch_potsdamer_covariates” = IP address and user comments have been removed to protect respondents’ confidentiality; used in our sociodemographic analysis “Deutsch_potsdamer_experiment_15” = raw choice data from the DCE portion of the German-language survey; used in the logistic regression analysis to establish WTP “English_potsdamer_covariates” = IP address and user comments have been removed to protect respondents’ confidentiality; used in our sociodemographic analysis “English_postdamer_experiment_15” = raw choice data from the DCE portion of the English-language survey; used in the logistic regression analysis to establish WTP “SB_O02-03-00_2013j05_BE” = household income data; source file for the Berlin (parent population) income data points in our sociodemographic analysis “table_2019-07-27_11-28-18” = age/gender/population figures from StatIS-BBB; source file for the Berlin (parent population) age/gender/population data points in our sociodemographic analysis
DOI: 10.17632/v3sdpfhzj9
title: Replication Data for "The Intergenerational Mortality Tradeoff of COVID-19 Lockdown Policies"

description: The replication data for "The Intergenerational Mortality Tradeoff of COVID-19 Lockdown Policies"
DOI: 10.6084/m9.figshare.12958373.v3
title: Road Traffic Injuries in Nepal during COVID-19 Lockdown_ Media reporting and Police record (24 March to 14 June, 2020).csv

description: The data file include secondary data from multiple sources i.e. media reports, published, and unpublished police records. Data collection was done in two ways; online search of daily media reports for vehicle crash incidents and through obtaining police records. According to the nature of data sources, a limited number of variables - total number of crashes, crash location, vehicles that instigate the crashes, i.e. the vehicle and the counterparts (animal, people, or objects etc.) involved in the crash, and number of deaths & injuries were recorded. This paper includes the road crashes information for 82 days of the lockdown (24 March to 14 June 2020) from media reports and police records. The exact location and types of vehicles involved in fatal crashes were not available from the Police data, therefore the exact detail of the vehicles and the location of crashes were extracted from the media reporting. With the available information of location, <i>Palika level –</i> (local government unit) for fatal crashes, the cases were nationally mapped. Similarly, comparisons have been made between the data for the same period for both the sources, where needed.
DOI: 10.6084/m9.figshare.24480898.v1
title: Literature retained for analysis to examine the state of knowledge of the Lake Edward system, East Africa

description: All published papers from different sources such as AquaDocs (https://aquadocs.org/) used to examine the state of knowledge of the Lake Edward system, East Africa.
DOI: 10.6084/m9.figshare.3528692.v1
title: Appendix A. Details of the study design and methods.

description: Details of the study design and methods.
DOI: 10.6084/m9.figshare.3568356.v1
title: Appendix A. Description of statistical tests and related methods.

description: Description of statistical tests and related methods.
DOI: 10.17632/v7zp9sdr48
title: copper removal from synthetic wastewater

description: Heavy metals are among the most toxic substances to the
 
environment. A lot of technique is developed to treat heavy metals including adsorption. The objective of the present work is to investigate the possibility of removing copper from aqueous solution under various operating conditions and to find the highest possible removal by using magnetic nanoparticles Fe2O3. The method is fast, simple, cheap, effective and safe for treatment of copper polluted waters. The range of the studied parameters are: pH 3-9, adsorbent dose (iron oxide nanoparticles10-70 mg), contact time (CT) 5-60 min, magnetic field strength (MFS) 1.5-5.5, and initial metal concentration(C0) 2-8 mg/L. Batch experiments were conducted using jar test apparatus in order to obtain the best conditions for Cu+2 removal.
The results indicated that the highest removal efficiency for copper is 82.35% under the following operating conditions: pH 5, CT 20 min, Dose 50 mg, MFS 3 T, and Cu+2 2 mg/l. It is found that the Langmuir adsorption model fairly fit the experimental data. The removal efficiency increases with the increase of adsorbent dose, the contact time, magnetic field strength while it decreases with the increase of initial Cu+2 concentration. It is found that the adsorption capacity increases with the increase of cu initial concentration and contact time while it decreases with the increase of adsorbent dose.
DOI: 10.6084/m9.figshare.13284452.v2
title: Model output in Wu and Tsai (2021)

description: Climatological model output used in Wu and Tsai (2021):<br>Wu, C. H., and P. C. Tsai, 2021: Impact of orbitally-driven seasonal insolation changes on Afro-Asian summer monsoons through the Holocene. Commun Earth Environ 2, 4. https://www.nature.com/articles/s43247-020-00073-8 <br>
DOI: 10.17632/r7fyyf9fhc
title: Cross-Sectional Analysis of Quality of Life in Pediatric Patients with Inflammatory Bowel Disease in British Columbia, Canada.

description: Pediatric IBD Quality of Life data along with disease activity at the time of survey completion.
DOI: 10.6084/m9.figshare.11881059.v1
title: Skin images and analysis for within-trial imaging for assessing cosmetic products

description: Image data and computer vision analysis for participants in a trial of use of cosmetic skin products. Data includes Antera 3D camera imaging at start and end of 4-week trial plus within-trial images taken with a smartphone. Computer vision analysis measures and tracks the changes in skin colour and wrinkles during the trial period. Paper published in Skin Research and Technology Journal, 2020 (DOI to be added when confirmed by publishers)<br>
DOI: 10.6084/m9.figshare.12888575.v1
title: Root traits explain rhizosphere fungal community composition among temperate grassland plant species DATA

description: Data associated with the manuscript:Root traits explain rhizosphere fungal community composition among temperate grassland plant species.<br><br>Included:- Newick file for the phylogeny created in this study.- Plant trait data.- Fungal taxonomic and functional assignments.- Phylogenetic Distance Matrix- Relative abundance and Richness of Saprotrophs, Pathotrophs and AMF per sample- RF model outputs for root diameter, root nitrogen, specific root length and specific root area showing the ASVs identified as important in each model.
DOI: 10.6084/m9.figshare.24310093.v1
title: Experimental data of two-stage planetary gearbox

description: The data file contains three channels and one data sampling rates. The meanings of each parameter in the data file are described as follows:ch1: the tacho-pulse train of the output shaft in the two-stage planetary gearbox ch2: the vibration observed by the sensor installed above the ring gear at the second planetary stage ch3: the vibration observed by the sensor installed above the ring gear at the first planetary stage fs_Sample: the data sampling rate
DOI: 10.17632/rf7b5kstrw
title: Raw data Raw data for Photocurable biomaterials labeled with luminescent sensors dedicated to bioprinting (10.1016/j.jbiotec.2024.09.017)

description: Raw data for Photocurable biomaterials labeled with luminescent sensors dedicated to bioprinting 
https://doi.org/10.1016/j.jbiotec.2024.09.017
DOI: 10.6084/m9.figshare.24798561.v1
title: CA DATA.xlsx

description: Social media data of Saudi cities
DOI: 10.17632/3ztg4yv8wf
title: Data for: Comparison of pre-diagnosis Dietary Intake of Women with Gestational Diabetes Mellitus to Dietary Recommendations.

description: Protocol for manuscript "Comparison of pre-diagnosis Dietary Intake of Women with Gestational Diabetes Mellitus to Dietary Recommendations".
DOI: 10.6084/m9.figshare.11972937.v4
title: KalmanFilterDEMO_IJGIS

description: The data and codes used in the paper published in IJGIS.<br>Title: Space-time disease mapping by combining Bayesian maximum entropy and Kalman filter: the BME-Kalman approach<br>Authors: Bisong Hu<sup>a,b</sup>, Pan Ning<sup>a</sup>, Yi Li<sup>c</sup>, Chengdong Xu<sup>b</sup>, George Christakos<sup>d</sup> and Jinfeng Wang<sup>b*</sup> <sup>a</sup>School of Geography and Environment, Jiangxi Normal University, Nanchang, China; <sup>b</sup>State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China; <sup>c</sup>National Engineering Research Center for Geoinformatics, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing 100101, China;<sup> d</sup>Geography Department, San Diego State University, San Diego, USAContact: Jinfeng Wang, wangjf@lreis.ac.cn<br>Abstract: In this work, a synthesis of the Bayesian maximum entropy (BME) and the Kalman filter (KF) methods, which enhances their individual strengths and overcomes certain of their weaknesses for spatiotemporal mapping purposes, is proposed in a spatiotemporal disease mapping context. The proposed BME-Kalman synthesis allows BME to use information from both parametric regression modeling and KF estimation leading to enhanced knowledge bases. The BME-Kalman synthetic approach is used to study the space-time incidence mapping of the hand, foot and mouth disease (HFMD) in Shandong province (China) during the period May 1st, 2008 to March 19th, 2009. The results showed that the BME-Kalman approach exhibited very good regressive and predictive accuracies, maintained a very good performance even during low-incidence and extremely low-incidence periods, offered an improved description of hierarchical disease characteristics compared to traditional mapping techniques, and provided a clear explanation of the spatial stratified incidence heterogeneity at unsampled locations. The BME-Kalman approach is versatile and flexible so that it can be modified and adjusted according to the needs of the application.<br>Keywords: Bayesian maximum entropy; Kalman filter; Geostatistics; space-time analysis; hand, foot and mouth disease<br>
DOI: 10.6084/m9.figshare.19597297.v1
title: All data means _ PCA

description: Obtained data from Mariz-Ponte et al., with average values used for PCA analysis. <br>
DOI: 10.6084/m9.figshare.21136912.v1
title: HiSeq Robust Subtype Assignment

description: This file contains subtype assignments following 11 rounds of NMF clustering in the HiSeq ALS cohort.
DOI: 10.6084/m9.figshare.28310921.v2
title: <b>Matlab program</b><b> </b><b>and </b><b>Supporting information for “Inclination-only fold test should be used in orogen</b><b>”</b>

description: These data are the Matlab program and the supporting information Table S1-7 for the manuscript “An updated Inclination-only fold test for paleomagnetic studies”.
DOI: 10.6084/m9.figshare.4542988.v1
title: Supplementary Material for: Effects of Food-Derived Collagen Peptides on the Expression of Keratin and Keratin-Associated Protein Genes in the Mouse Skin

description: Oral ingestion of collagen peptides (CP) has long been suggested to exert beneficial effects on the skin, but the molecular events induced by CP on the skin remain unclear. Here, we investigated the effects of oral CP administration on gene expression in hairless mouse skin and of prolyl-hydroxyproline (Pro-Hyp), a collagen-derived dipeptide, on gene expression in a coculture of mouse skin keratinocytes and fibroblasts. Using microarray analysis, we found that oral administration of CP to hairless mice for 6 weeks induced increased expression of Krtap and Krt genes in the skin. Annotation analysis using DAVID revealed that a group of the up-regulated genes, Gprc5d, Sprr2a1, Krt27 and Krtap16-7, is associated with the development of the epidermis and the hair cycle. In addition, the presence of Pro-Hyp (200 μM) induced an increase in the expression of Krtap16-7, Krtap15, Krtap14 and Krtap8-2 in keratinocytes in coculture, partially resembling the in vivo result. The Pro-Hyp-induced up-regulation of these genes was not observed when keratinocytes were cultured without fibroblasts, suggesting that the presence of fibroblasts is essential for the effects of Pro-Hyp. Our study presents new insights into the effects of CP on the skin, which might link to the hair cycle.
DOI: 10.6084/m9.figshare.6462458.v2
title: A dummy bigwig file for display in UCSC Genome Browser

description: This is a bedgraph file and the associated converted bigwig file, that I want to display in the UCSC Genome Browser
DOI: 10.6084/m9.figshare.19419836.v2
title: Daily, County-Level Wet-Bulb Globe Temperature, Universal Thermal Climate Index, and Other Heat Metrics for the Contiguous United States, 2000-2020

description: This data set includes daily, population-weighted mean values of various heat metrics for every county in the contiguous United States from 2000-2020. The dataset methodology, usage notes, and additional citations are published in <em>Scientific Data </em>(see reference below for Spangler et al. [2022]). Minimum, maximum, and mean ambient temperature, dew-point temperature, humidex, heat index, net effective temperature, wet-bulb globe temperature, and Universal Thermal Climate Index are included. Note that Monroe County, Florida (FIPS: 12087) and Nantucket County, Massachusetts (FIPS 25019) are missing due to unavailability of ERA5-Land data for Key West, Florida and Nantucket, MA. To use these data, assign the data from the .Rds file to a new data frame in R using the readRDS() function. Please cite the use of this data set with the following reference. Note that additional citations for specific variables can be found in Table 2. K.R. Spangler, S. Liang, and G.A. Wellenius. "Wet-Bulb Globe Temperature, Universal Thermal Climate Index, and Other Heat Metrics for US Counties, 2000-2020." <em>Scientific Data</em> (2022). doi: 10.1038/s41597-022-01405-3 This data set contains modified Copernicus Climate Change Service information (2022), as described and cited in the manuscript referenced above. Neither the European Commission nor ECMWF is responsible for any use that may be made of the Copernicus information or data it contains. This data set is provided “as is” with no warranty of any kind.
DOI: 10.6084/m9.figshare.21956795.v2
title: Distribution of first name and last name frequencies by country

description: Distribution of first and last name frequencies of academic authors by country. <br> Spreadsheet 1 contains 50 countries, with names based on affiliations in Scopus journal articles 2001-2021. <br> Spreadsheet 2 contains 200 countries, with names based on affiliations in Scopus journal articles 2001-2021, using a marginally updated last name extraction algorithm that is almost the same except for Dutch/Flemish names. <br> From the paper: Can national researcher mobility be tracked by first or last name uniqueness? <br> For example the distribution for the UK shows a single peak for international names, with no national names, Belgium has a national peak and an international peak, and China has mainly a national peak. The 50 countries are: <br> No Code Country 1 SB Serbia 2 IE Ireland 3 HU Hungary 4 CL Chile 5 CO Columbia 6 NG Nigeria 7 HK Hong Kong 8 AR Argentina 9 SG Singapore 10 NZ New Zealand 11 PK Pakistan 12 TH Thailand 13 UA Ukraine 14 SA Saudi Arabia 15 RO Israel 16 ID Indonesia 17 IL Israel 18 MY Malaysia 19 DK Denmark 20 CZ Czech Republic 21 ZA South Africa 22 AT Austria 23 FI Finland 24 PT Portugal 25 GR Greece 26 NO Norway 27 EG Egypt 28 MX Mexico 29 BE Belgium 30 CH Switzerland 31 SW Sweden 32 PL Poland 33 TW Taiwan 34 NL Netherlands 35 TK Turkey 36 IR Iran 37 RU Russia 38 AU Australia 39 BR Brazil 40 KR South Korea 41 ES Spain 42 CA Canada 43 IT France 44 FR France 45 IN India 46 DE Germany 47 US USA 48 UK UK 49 JP Japan 50 CN China <br>
DOI: 10.6084/m9.figshare.22673413.v2
title: [PhD Thesis] Methodological development of prospective LCA towards establishing sustainable bioeconomy strategies: focus on the goal and scope and inventory phases

description: Supplementary materials for the PhD Thesis of Seung Hye LEE (2023), titled "Methodological development of prospective LCA towards establishing sustainable bioeconomy strategies: focus on the goal and scope and inventory phases"