cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7921055
title: Echo from noise: synthetically generated cardiac ultrasound data using semantic diffusion models

description: This is the data repository for the paper: "Echo from noise: synthetic ultrasound image generation using diffusion models for real image segmentation", available at: https://arxiv.org/abs/2305.05424. The corresponding code is available at: https://github.com/david-stojanovski/echo_from_noise This is the first work to utilize Denoising Diffusion Probabilistic Models (DDPMs) for generating medical images using semantic label maps as a source image for conditioning the generated image. Each of the 400+50 CAMUS patients contributes with 4 labelled frames (ED and ES for 2 chamber and 4 chamber), totalling 1800 initial semantic maps, to which we added the sector label. These semantic maps then had five random deformations applied (a combination of random affine and elastic deformation) to produce, 9000 transformed semantic maps (8000 for training and 1000 for validation). Affine transformation ranges for rotation degrees, translate, scale and shear were: (-5, 5), (0, 0.05), (0.8, 1.05) and 5 respectively. This was implemented using the torchvision python package. Elastic deformation was implemented using the TorchIO package. The settings for number of control points and max displacement were (10, 10, 4) and (0, 30, 30) respectively. Using these 9000 semantic maps as input to the generative models, we produced 9000 synthetic ultrasound images. Each echo view folder contains 3 folders: 1) annotations: augmented labels, with no sector label and no clipping due to sector 2) images: semantic diffusion model inferenced images 3) sector_annotations: label maps which contain ultrasound cone sector, which were used to generate corresponding semantic diffusion model images ema_0.9999_050000_2ch_ed_256.pt and ema_0.9999_050000_4ch_ed_256.pt are the saved checkpoints for the 2 and 4 chamber diffusion models respectively. The pretrained segmentation networks are provided within the final_models.zip file. A diagram of image numbers is shown in Data diagram.png
description: Funding sources: 1) Wellcome/EPSRC Centre for Medical Engineering [WT203148/Z/16/Z] 2) Wellcome Trust Senior Research Fellowship [209450/Z/17/Z] This work was also supported by the Centre for Doctoral Studies in Surgical & Interventional Engineering at King's College London.
DOI: 10.35078/qzr69v
title: Replication Data for: Ficha epidemiológica de localidade: Distrito: Diamantina | Município: Presidente Juscelino

description: Levantamento Triatomínico com operações de campo ocorridas em Minas Gerais pela Superintendência de Campanhas de Saúde Pública (SUCAM) e FUNASA (Fundação Nacional de Saúde), no período de 1979 a 1999, objetivando a busca da presença de vetores da doença de Chagas ou de vestígios dessa presença. A partir dela são orientadas as operações com inseticida (pt) ) Triatomine survey with field operations carried out in Minas Gerais by the Public Health Campaigns Superintendence (SUCAM) and FUNASA (National Health Foundation), from 1979 to 1999, aiming to search for the presence of Chagas disease vectors or traces of that presence. From it, operations with insecticide are guided (en) Encuesta de triatominos con operaciones de campo realizada en Minas Gerais por la Superintendencia de Campañas de Salud Pública (SUCAM) y FUNASA (Fundación Nacional de Salud), de 1979 a 1999, con el objetivo de buscar la presencia de vectores de la enfermedad de Chagas o rastros de esa presencia. Desde ella se orientan las operaciones con insecticida (es)
DOI: 10.57967/hf/0635
title: governance-card
DOI: 10.5519/qd.ot264u8o
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (98759 records)
DOI: 10.6084/m9.figshare.22794032.v1
title: The comparision of the four strains the growth speed and the fermentation.

description: We choose four strains to make a comparision the growth speed and the biomass fermentation, the condition is just choose one of the optimal fermentation condition. Some other media we will conducted later and the related data will also deposited later.
DOI: 10.25345/c58c9rd91
title: MassIVE MSV000091905 - GNPS Activated Methyl Cycle - Neg
title: Untargeted metabolomics profiling of wildtype (BW25113) and autoinducer-2 quorum sensing knockout (JW2662-1).
DOI: 10.34740/kaggle/dsv/5657386
title: 🇺🇦 Ukraine Conflict Twitter Dataset
DOI: 10.18739/a2804xm4b
title: Prehistoric Native Copper Technology in Northwest North America: Innovation, Diffusion, and Heritage

description: This dataset consists of the results of compositional analysis of copper and copper allow artifacts using portable x-ray fluorescence. Though the emphasis of this study is on the use of geological native copper prior to the arrival of non-Indigenous (European) metal, the artifacts included in this study are from archaeological contexts spanning the last 2,000 years (AD 1-1900). Data is displayed in tables as weight percent with the first column showing artifact and site number. The artifacts analyzed are from Alaska, British Columbia, Yukon, Northwest Territories, and Nunavut. Included in these data are artifacts made from native copper and industrial smelted trade copper and copper alloys. The artifacts included in this dataset were accessed at the following institutions: University of Alaska Museum of the North (including some material previously accessed at the University of Alaska Anchorage), Royal British Columbia Museum, University of British Columbia Museum of Anthropology, University of Victoria, American Museum of Natural History, Canadian Museum of History, and the Prince of Wales Northern Heritage Centre. These data are currently undergoing analysis and some data are still undergoing conversion from raw data files to weight percent. Additional weight percent results will be added to this dataset once complete.
DOI: 10.6084/m9.figshare.22796096
title: BLAKE_STUBBINS_AR_ZR_MASTER _CH1_CA.xlsx

description: U-Pb detrital zircon data for Cerro Azul Formation samples: 21AR213 21AR217 21AR221 21AR225 21AR226 21AR228 21AR229 21AR234 21AR238
DOI: 10.6084/m9.figshare.22796096.v1
title: BLAKE_STUBBINS_AR_ZR_MASTER _CH1_CA.xlsx

description: U-Pb detrital zircon data for Cerro Azul Formation samples: 21AR213 21AR217 21AR221 21AR225 21AR226 21AR228 21AR229 21AR234 21AR238
DOI: 10.5281/zenodo.7921253
title: Computational Screening of Supported Metal Oxide Nanoclusters for Methane Activation: Insights into Homolytic versus Heterolytic C-H Bond Dissociation

description: Optimized geometries (in XYZ format) of methane activation over supported [M<sub>1</sub>OM<sub>2</sub>]<sup>2+</sup> complexes where M<sub>1</sub>, M<sub>2</sub> = Cu, Zn, Ni, Co, Fe, and Mn. 'SM' in the file name stands for spin multiplicity. Calculations were performed using Gaussian 16 and M06-L functional. The def2-SVP basis set was used for C, O, H, whereas the def2-TZVP basis set was employed for all metal elements.
DOI: 10.5281/zenodo.7921252
title: Computational Screening of Supported Metal Oxide Nanoclusters for Methane Activation: Insights into Homolytic versus Heterolytic C-H Bond Dissociation

description: Optimized geometries (in XYZ format) of methane activation over supported [M<sub>1</sub>OM<sub>2</sub>]<sup>2+</sup> complexes where M<sub>1</sub>, M<sub>2</sub> = Cu, Zn, Ni, Co, Fe, and Mn. 'SM' in the file name stands for spin multiplicity. Calculations were performed using Gaussian 16 and M06-L functional. The def2-SVP basis set was used for C, O, H, whereas the def2-TZVP basis set was employed for all metal elements.
DOI: 10.6084/m9.figshare.22796120
title: Supplemental tables for the V/J allele analysis of Mabs

description: This folder contains two supplementary table for the manuscript “The immunogenicity of human-origin therapeutic antibodies are associated with V gene usage”. Supplementary Table 1: A table containing the median percent of sequences that contain a V or J gene in the B cell repertoire sequencing dataset from OAS. Supplementary Table 2: A table containing the information of 93 human or humanized antibody drugs, including the clinical ADA rate, the usage of V and J alleles, the number of mismatches with the germline, the disease indications, the antibody type (human or humanized) and first US approval time.
DOI: 10.6084/m9.figshare.22796120.v1
title: Supplemental tables for the V/J allele analysis of Mabs

description: This folder contains two supplementary table for the manuscript “The immunogenicity of human-origin therapeutic antibodies are associated with V gene usage”. Supplementary Table 1: A table containing the median percent of sequences that contain a V or J gene in the B cell repertoire sequencing dataset from OAS. Supplementary Table 2: A table containing the information of 93 human or humanized antibody drugs, including the clinical ADA rate, the usage of V and J alleles, the number of mismatches with the germline, the disease indications, the antibody type (human or humanized) and first US approval time.
DOI: 10.6084/m9.figshare.22796135
title: Mab VJ datasets

description: This folder contains two supplementary table for the manuscript “The immunogenicity of human-origin therapeutic antibodies are associated with V gene usage”. Supplementary Table 1: A table containing the median percent of sequences that contain a V or J gene in the B cell repertoire sequencing dataset from OAS. Supplementary Table 2: A table containing the information of 93 human or humanized antibody drugs, including the clinical ADA rate, the usage of V and J alleles, the number of mismatches with the germline, the disease indications, the antibody type (human or humanized) and first US approval time.
DOI: 10.25345/c50v89t0n
title: MassIVE MSV000091907 - GNPS-METABLOMICSDDDDDDDDDDDDDDDDDD
title: METABLOMICS STUDY OF BARK EXTRACT OC TERMINALIA CHEBULA
DOI: 10.6084/m9.figshare.22796126
title: DatasetS1.xlsx

description: This dataset mainly describes plant leaf thickness and its climatic factors in different geographical locations around the world
DOI: 10.6084/m9.figshare.22796126.v1
title: DatasetS1.xlsx

description: This dataset mainly describes plant leaf thickness and its climatic factors in different geographical locations around the world
DOI: 10.25345/c5w37m55c
title: MassIVE MSV000091908 - GNPS-METABLOMICSDDDDDDDD11111111
title: SDTY HVUYK BKYU OBLI JBUILGLI KOBLUIGGY BKJB1111111111YTDHH JU
DOI: 10.6073/pasta/f05f039e55f54280f0b69c911fbe420e
title: PIE LTER, OTT RLS measurements of water column depth at 15 minute intervals in the lower Plum Island Sound off the Ipswich Bay Yacht Club pier, Ipswich, MA, year 2022.

description: Measurements of water column depth at 15 minute intervals in Plum Island Sound at the Ipswich Bay Yacht Club, for year 2022. OTT radar level sensor (RLS) installed September 20, 2011 out of the water under the concrete pad on the Ipswich Bay Yacht Club pier, Ipswich, MA. RLS was mounted so that continuous year round measurements can be conducted without the concern of ice flows damaging the sensor.
DOI: 10.5517/ccdc.csd.cc28lf4g
title: CCDC 2103075: Experimental Crystal Structure Determination

description: Related Article: Yulong Zhong, Thomas A. Sobiech, Brice Kauffmann, Bo Song, Xiaopeng Li, Yann Ferrand, Ivan Huc, Bing Gong|2023|Chemical Science|14|4759|doi:10.1039/D3SC00524K
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: 10.5517/ccdc.csd.cc2d0ggc
title: CCDC 2204982: Experimental Crystal Structure Determination

description: Related Article: Veronica Papa, Johannes Fessler, Francesco Zaccaria, Julien Hervochon, Phong Dam, Christoph Kubis, Anke Spannenberg, Zhihong Wei, Haijun Jiao, Cristiano Zuccaccia, Alceo Macchioni, Kathrin Junge, Matthias Beller|2023|Chem.-Eur.J.|29|e202202774|doi:10.1002/chem.202202774
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: 10.5517/ccdc.csd.cc2d0ghd
title: CCDC 2204983: Experimental Crystal Structure Determination

description: Related Article: Veronica Papa, Johannes Fessler, Francesco Zaccaria, Julien Hervochon, Phong Dam, Christoph Kubis, Anke Spannenberg, Zhihong Wei, Haijun Jiao, Cristiano Zuccaccia, Alceo Macchioni, Kathrin Junge, Matthias Beller|2023|Chem.-Eur.J.|29|e202202774|doi:10.1002/chem.202202774
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: 10.6084/m9.figshare.21524556
title: CitySCAPE Urban Growth Model Data - Pune & Bhima Basin

description: This data repository belongs to the CitySCAPE Urban Growth Model Suite. It contains all input data, code, documentation, and results required to reproduce model results or apply the model suite for a different case study. Following the structure of CitySCAPE, the repository is structured into four directories: 1_Beta regression: Regionalization of Shared Socioeconomic Pathways and beta regression of built-up area 2_Cellular Automaton for the allocation of built-up area 3_Dasymetric mapping for the distribution of population over built-up area. 4_Post-processing analysis of land cover change and flood risk <br> For any questions, please contact raphael.karutz@ufz.de
DOI: 10.6084/m9.figshare.21524556.v1
title: CitySCAPE Urban Growth Model Data - Pune & Bhima Basin

description: This data repository belongs to the CitySCAPE Urban Growth Model Suite. It contains all input data, code, documentation, and results required to reproduce model results or apply the model suite for a different case study. Following the structure of CitySCAPE, the repository is structured into four directories: 1_Beta regression: Regionalization of Shared Socioeconomic Pathways and beta regression of built-up area 2_Cellular Automaton for the allocation of built-up area 3_Dasymetric mapping for the distribution of population over built-up area. 4_Post-processing analysis of land cover change and flood risk <br> For any questions, please contact raphael.karutz@ufz.de
DOI: 10.35078/01gpjb
title: Replication Data for: Ficha epidemiológica de localidade: Distrito: Diamantina | Município: Cordisburgo

description: Levantamento Triatomínico com operações de campo ocorridas em Minas Gerais pela Superintendência de Campanhas de Saúde Pública (SUCAM) e FUNASA (Fundação Nacional de Saúde), no período de 1979 a 1999, objetivando a busca da presença de vetores da doença de Chagas ou de vestígios dessa presença. A partir dela são orientadas as operações com inseticida (pt) Triatomine survey with field operations carried out in Minas Gerais by the Public Health Campaigns Superintendence (SUCAM) and FUNASA (National Health Foundation), from 1979 to 1999, aiming to search for the presence of Chagas disease vectors or traces of that presence. From it, operations with insecticide are guided (en) Encuesta de triatominos con operaciones de campo realizada en Minas Gerais por la Superintendencia de Campañas de Salud Pública (SUCAM) y FUNASA (Fundación Nacional de Salud), de 1979 a 1999, con el objetivo de buscar la presencia de vectores de la enfermedad de Chagas o rastros de esa presencia. Desde ella se orientan las operaciones con insecticida (es)
DOI: 10.6073/pasta/77d0536191a56c7dc32dbf5f6ec567be
title: North Temperate Lakes LTER: High Frequency Meteorological and Dissolved Oxygen Data - Trout Lake Buoy 2004 - current

description: The instrumented buoy on Trout Lake is equipped with a dissolved oxygen sensor, a thermistor chain, and meteorological sensors that provide fundamental information on lake thermal structure, weather conditions, and lake metabolism. Data are usually collected every 10 minutes with occasional periods of 2 minute data for short periods to answer specific questions. The D-Opto dissolved oxygen sensor is 0.5m from the lake surface. Meteorological sensors measure wind speed, wind direction, relative humidity, air temperature, photosynthetically active radiation (PAR), and barometric pressure. Starting in 2005, thermistors were placed every 0.5-1m from the surface through 14m and every 2 to 4m from 14m to the bottom of the water column at 31m. In July 2006, a new thermistor chain was deployed with thermistors placed every meter from the surface through a depth of 19 meters. After correcting for flux to or from the atmosphere and vertical mixing within the water column, high frequency measurements of dissolved gases such as carbon dioxide and oxygen can be used to estimate gross primary productivity, respiration, and net ecosystem productivity, the basic components of whole lake metabolism. Data are averaged to daily values from one minute samples for years 2005 - 2006. Daily values are computed from high resolution data starting in year 2007. Data are averaged to hourly values from one minute samples for years 2005 - 2008, Hourly values are computed from high resolution data starting in year 2009. Hourly and daily values may not be current with high resolution data in the current year. Sampling Frequency: varies for instantaneous sample. averaged to hourly and daily values from one minute samples Number of sites: 1
DOI: 10.6073/pasta/9fd688dcb1071715b75a00ec28846b93
title: PIE LTER, Wind sensor data, 15 minute intervals, from the Ipswich Bay Yacht Club pier located in Ipswich, MA, year 2022.

description: Wind sensor measurements (wind speed and wind direction) for 2022 at the Ipswich Bay Yacht Club, Ipswich, MA, 15 minute average measurements.
DOI: 10.25345/c5rb6wc2q
title: MassIVE MSV000091909 - GNPS - Mission Bay (Fiesta Island) San Diego environmental (SMIRC) extracts
title: Environmental extact generated with HP-20 resin and HP-20 resin-agar matrix in intertidal seagrass meadow in Mission Bay (Fiesta Island), San Diego
DOI: 10.25380/iastate.19719505
title: Global 1 km resolution daily near-surface air temperature for 2009

description: A gridded 1 km resolution global (50°S ~79°N) daily maximum and minimum near-surface air temperature dataset for 2009 that was generated using a seamless 1 km resolution land surface temperature dataset, a 30-arc second (~1 km) resolution digital elevation model (DEM) data, and air temperature observations at weather stations and a spatially varying coefficient model with sign preservation (SVCM-SP) algorithm. The gridded air temperature dataset is of great use in global studies of urban, climate, and hydrology. Documentation for this dataset can be found with the 2003 data. Data from other years is available at: https://doi.org/10.25380/iastate.c.6005185 <br> Change log: All 2009 files updated 5/10/23
DOI: 10.25380/iastate.19719505.v3
title: Global 1 km resolution daily near-surface air temperature for 2009

description: A gridded 1 km resolution global (50°S ~79°N) daily maximum and minimum near-surface air temperature dataset for 2009 that was generated using a seamless 1 km resolution land surface temperature dataset, a 30-arc second (~1 km) resolution digital elevation model (DEM) data, and air temperature observations at weather stations and a spatially varying coefficient model with sign preservation (SVCM-SP) algorithm. The gridded air temperature dataset is of great use in global studies of urban, climate, and hydrology. Documentation for this dataset can be found with the 2003 data. Data from other years is available at: https://doi.org/10.25380/iastate.c.6005185 <br> Change log: All 2009 files updated 5/10/23
DOI: 10.25380/iastate.19719505.v2
title: Global 1 km resolution daily near-surface air temperature for 2009

description: A gridded 1 km resolution global (50°S ~79°N) daily maximum and minimum near-surface air temperature dataset for 2009 that was generated using a seamless 1 km resolution land surface temperature dataset, a 30-arc second (~1 km) resolution digital elevation model (DEM) data, and air temperature observations at weather stations and a spatially varying coefficient model with sign preservation (SVCM-SP) algorithm. The gridded air temperature dataset is of great use in global studies of urban, climate, and hydrology. Documentation for this dataset can be found with the 2003 data. Data from other years is available at: https://doi.org/10.25380/iastate.c.6005185
DOI: 10.5281/zenodo.7901142
title: Data for "Quantum Advantage in Microwave Quantum Radar"

description: Includes the code used to analyze the quantum illumination data and the signal and noise calibrations that were interleaved as well as the raw data.
DOI: 10.5281/zenodo.7901141
title: Data for "Quantum Advantage in Microwave Quantum Radar"

description: Includes the code used to analyze the quantum illumination data and the signal and noise calibrations that were interleaved as well as the raw data.
DOI: 10.6084/m9.figshare.22798418
title: <strong>Enhancing Chemistry Learning with ChatGPT and Bing Chat as Objects‑to‑Think‑With: A Case Study</strong>

description: Log capturing participants' interactions simulating Chemistry students' learning experiences with ChatGPT and Bing Chat, supporting findings and conclusions of the study "Enhancing Chemistry Learning with ChatGPT and Bing Chat as Objects to Think With: A Case Study," by Renato P. dos Santos.
DOI: 10.35078/j7lrtb
title: Replication Data for: Ficha epidemiológica de localidade: Distrito: Diamantina | Município: Turmalina

description: Levantamento Triatomínico com operações de campo ocorridas em Minas Gerais pela Superintendência de Campanhas de Saúde Pública (SUCAM) e FUNASA (Fundação Nacional de Saúde), no período de 1979 a 1999, objetivando a busca da presença de vetores da doença de Chagas ou de vestígios dessa presença. A partir dela são orientadas as operações com inseticida (pt) Triatomine survey with field operations carried out in Minas Gerais by the Public Health Campaigns Superintendence (SUCAM) and FUNASA (National Health Foundation), from 1979 to 1999, aiming to search for the presence of Chagas disease vectors or traces of that presence. From it, operations with insecticide are guided (en) Encuesta de triatominos con operaciones de campo realizada en Minas Gerais por la Superintendencia de Campañas de Salud Pública (SUCAM) y FUNASA (Fundación Nacional de Salud), de 1979 a 1999, con el objetivo de buscar la presencia de vectores de la enfermedad de Chagas o rastros de esa presencia. Desde ella se orientan las operaciones con insecticida (es)
DOI: 10.15468/dl.2za3rw
title: Occurrence Download

description: A dataset containing 27207 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ptilinopus magnificus (Temminck, 1821)"
 ]
}

 The dataset includes 27207 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080691-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.