cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4445444
title: Localizing Spherical Fiducials in C‐arm Based Cone‐Beam CT

description: This dataset was acquired as part of the work described in: "Localizing spherical fiducials in C-arm based cone-beam CT", Z. Yaniv, Med. Phys., Vol. 36(11), pp. 4957-4966, 2009, doi.org/10.1118/1.3233684. The data includes two phantom imaging studies acquired with a Cone-Beam CT (CBCT) system. Each of the two datasets includes projection images (cine loops) and 3D reconstructions. Additionally, the data includes the CBCT system's projection matrices and MATLAB code for reading the projection images and overlaying epipolar lines onto them. All images are stored in the DICOM format. The full MATLAB code for fiducial localization described in the manuscript is available here.
DOI: 10.5281/zenodo.4445443
title: Localizing Spherical Fiducials in C‐arm Based Cone‐Beam CT

description: This dataset was acquired as part of the work described in: "Localizing spherical fiducials in C-arm based cone-beam CT", Z. Yaniv, Med. Phys., Vol. 36(11), pp. 4957-4966, 2009, doi.org/10.1118/1.3233684. The data includes two phantom imaging studies acquired with a Cone-Beam CT (CBCT) system. Each of the two datasets includes projection images (cine loops) and 3D reconstructions. Additionally, the data includes the CBCT system's projection matrices and MATLAB code for reading the projection images and overlaying epipolar lines onto them. All images are stored in the DICOM format. The full MATLAB code for fiducial localization described in the manuscript is available here.
DOI: 10.6084/m9.figshare.13591274
title: snpGBS

description: Datasets used in snpGBS example, reference genome (ref.fa) was simulated using XS (https://github.com/pratas/xs). <br>Subsequent GBS data (example.fastq) was generated using simGBS.<br>Final result (example.vcf) can be obtained following the instructions provided in snpGBS README. <br><br>Credits:<br>Pratas, D., Pinho, A. J., & Rodrigues, J. M. R. (2014). XS: a FASTQ read simulator. BMC research notes, 7(1), 40.
DOI: 10.21227/jk9j-pt94
title: SAIT Traffic Landmark Dataset

description: We disclose a traffic landmark dataset for detection.The dataset generated with our framework includes about 150,000 images and annotations of about 470,000 traffic landmarks.Our dataset was collected in an urban area of Seoul and suburban areas of Suwon, Hwaseong, Yongin, and Seongnam in South Korea at different times of the day.Images taken in the morning or evening included a large number of saturated areas due to exposure to direct sunlight.Most images taken under the light condition of the late evening was low-contrast.The images taken at noon included the reflection of the windshield due to strong sunlight.These various elements contribute to the development of a robust detection algorithm because they can be encountered in a real test environment.
DOI: 10.21227/d7mt-eg85
title: SAIT Traffic Landmark Dataset

description: We disclose a traffic landmark dataset for detection.The dataset generated with our framework includes about 150,000 images and annotations of about 470,000 traffic landmarks.Our dataset was collected in an urban area of Seoul and suburban areas of Suwon, Hwaseong, Yongin, and Seongnam in South Korea at different times of the day.Images taken in the morning or evening included a large number of saturated areas due to exposure to direct sunlight.Most images taken under the light condition of the late evening was low-contrast.The images taken at noon included the reflection of the windshield due to strong sunlight.These various elements contribute to the development of a robust detection algorithm because they can be encountered in a real test environment.
DOI: 10.21227/tk6q-9593
title: SAIT Traffic Landmark Dataset

description: We disclose a traffic landmark dataset for detection.The dataset generated with our framework includes about 150,000 images and annotations of about 470,000 traffic landmarks.Our dataset was collected in an urban area of Seoul and suburban areas of Suwon, Hwaseong, Yongin, and Seongnam in South Korea at different times of the day.Images taken in the morning or evening included a large number of saturated areas due to exposure to direct sunlight.Most images taken under the light condition of the late evening was low-contrast.The images taken at noon included the reflection of the windshield due to strong sunlight.These various elements contribute to the development of a robust detection algorithm because they can be encountered in a real test environment.
DOI: 10.21227/tvdn-3f33
title: SAIT Traffic Landmark Dataset

description: We disclose a traffic landmark dataset for detection.The dataset generated with our framework includes about 150,000 images and annotations of about 470,000 traffic landmarks.Our dataset was collected in an urban area of Seoul and suburban areas of Suwon, Hwaseong, Yongin, and Seongnam in South Korea at different times of the day.Images taken in the morning or evening included a large number of saturated areas due to exposure to direct sunlight.Most images taken under the light condition of the late evening was low-contrast.The images taken at noon included the reflection of the windshield due to strong sunlight.These various elements contribute to the development of a robust detection algorithm because they can be encountered in a real test environment.
DOI: 10.5281/zenodo.4445466
title: Dataset Obat Untuk Penelitian Entity Matching

description: No description provided.
DOI: 10.5281/zenodo.4445465
title: Dataset Obat Untuk Penelitian Entity Matching

description: No description provided.
DOI: 10.5281/zenodo.3999367
title: Influence of wind velocity and soil size distribution on emitted dust size distribution: a wind tunnel study

description: The original data obtained by the wind tunnel experiments aims to investigate the influence of wind velocity and soil size distribution on emitted dust size distribution.
DOI: 10.5281/zenodo.3999366
title: Influence of wind velocity and soil size distribution on emitted dust size distribution: a wind tunnel study

description: The original data obtained by the wind tunnel experiments aims to investigate the influence of wind velocity and soil size distribution on emitted dust size distribution.
DOI: 10.6084/m9.figshare.13585262
title: Comprehensive analysis of DNA modifications using data-independent SIM/MS2 acquisition and wSIM-City

description: A novel software has been created to comprehensively characterize covalent modifications of DNA through mass spectral analysis of enzymatically hydrolyzed DNA using the neutral loss of 2′-deoxyribose, a nearly universal MS<sup>2</sup> fragmentation process of protonated 2′-deoxyribonucleosides. These covalent modifications termed DNA adducts form through xenobiotic exposures or by reaction with endogenous electrophiles and can induce mutations during cell division and initiate carcinogenesis. DNA adducts are typically present at trace levels in the human genome, requiring a very sensitive and comprehensive data acquisition and analysis method. Our software, wSIM-City, was created to process mass spectral data acquired by wide selected ion monitoring (wSIM) with gas-phase fractionation (GPF) and coupled to wide MS<sup>2</sup> fragmentation. This untargeted approach can detect DNA adducts at trace levels as low as 1.5 adducts per 10<sup>9</sup> nucleotides. This level of sensitivity is sufficient for comprehensive analysis and characterization of DNA modifications in human specimens.
DOI: 10.6084/m9.figshare.13585262.v1
title: Comprehensive analysis of DNA modifications using data-independent SIM/MS2 acquisition and wSIM-City

description: A novel software has been created to comprehensively characterize covalent modifications of DNA through mass spectral analysis of enzymatically hydrolyzed DNA using the neutral loss of 2′-deoxyribose, a nearly universal MS<sup>2</sup> fragmentation process of protonated 2′-deoxyribonucleosides. These covalent modifications termed DNA adducts form through xenobiotic exposures or by reaction with endogenous electrophiles and can induce mutations during cell division and initiate carcinogenesis. DNA adducts are typically present at trace levels in the human genome, requiring a very sensitive and comprehensive data acquisition and analysis method. Our software, wSIM-City, was created to process mass spectral data acquired by wide selected ion monitoring (wSIM) with gas-phase fractionation (GPF) and coupled to wide MS<sup>2</sup> fragmentation. This untargeted approach can detect DNA adducts at trace levels as low as 1.5 adducts per 10<sup>9</sup> nucleotides. This level of sensitivity is sufficient for comprehensive analysis and characterization of DNA modifications in human specimens.
DOI: 10.6084/m9.figshare.13591356
title: Additional file 2 of Using mobile phones to improve young people sexual and reproductive health in low and middle-income countries: a systematic review to identify barriers, facilitators, and range of mHealth solutions

description: Additional File 2: The summary of included studies on mHealth interventions to improve young people SRH
DOI: 10.6084/m9.figshare.13591356.v1
title: Additional file 2 of Using mobile phones to improve young people sexual and reproductive health in low and middle-income countries: a systematic review to identify barriers, facilitators, and range of mHealth solutions

description: Additional File 2: The summary of included studies on mHealth interventions to improve young people SRH
DOI: 10.5281/zenodo.4445488
title: Molecular Formulas of Organic Aerosols at Two Sites of East China

description: In this dataset we present molecular composition of organic aerosols collected at Xiangshan gulf (29°29′ N, 121°46′ E) and an inland urban site (32°20′ N, 118°71′ E) of east China. Compound formula, mass-to-charge ratio, mass error between measured and theoritical values, intensity and adduct form are measured using a FT-ICR-MS with a high size resolution.
DOI: 10.5281/zenodo.4016022
title: Molecular Formulas of Organic Aerosols at Two Sites of East China

description: In this dataset we present molecular composition of organic aerosols collected at Xiangshan gulf (29°29′ N, 121°46′ E) and an inland urban site (32°20′ N, 118°71′ E) of east China. Compound formula, mass-to-charge ratio, mass error between measured and theoritical values, intensity and adduct form are measured using a FT-ICR-MS with a high size resolution.
DOI: 10.6084/m9.figshare.13589543
title: Tree_phylobayes

description: Model: MtArt
DOI: 10.6084/m9.figshare.13589543.v1
title: Tree_phylobayes

description: Model: MtArt
DOI: 10.6084/m9.figshare.13325675
title: Bankit

description: GenBankSRA table
DOI: 10.6084/m9.figshare.13325675.v1
title: Bankit

description: GenBankSRA table
DOI: 10.6084/m9.figshare.13325636
title: Data_Matrix_50

description: 50ltaxa10AAaligned with transXConcatenate with Phylosuite
DOI: 10.6084/m9.figshare.13325636.v1
title: Data_Matrix_50

description: 50ltaxa10AAaligned with transXConcatenate with Phylosuite
DOI: 10.6084/m9.figshare.13325234
title: Sequence Assembly and Base composition

description: Assembly note including failure of CR Base composition table
DOI: 10.6084/m9.figshare.13325234.v1
title: Sequence Assembly and Base composition

description: Assembly note including failure of CR Base composition table
DOI: 10.6084/m9.figshare.13325615
title: Saturation

description: PCGs saturation
DOI: 10.6084/m9.figshare.13325615.v1
title: Saturation

description: PCGs saturation
DOI: 10.5281/zenodo.4434241
title: Developing English courses for beginners with Part of Speech material by using Google Classroom

description: Self-Paced Learning
DOI: 10.5281/zenodo.4434240
title: Developing English courses for beginners with Part of Speech material by using Google Classroom

description: Self-Paced Learning
DOI: 10.5281/zenodo.4434225
title: Developing English courses for beginners with Part of Speech material by using Google Classroom

description: Self-Paced Learning
DOI: 10.5281/zenodo.4434224
title: Developing English courses for beginners with Part of Speech material by using Google Classroom

description: Self-Paced Learning
DOI: 10.5281/zenodo.4434220
title: Developing English courses for beginners with Part of Speech material by using Google Classroom

description: Self-Paced Learning
DOI: 10.5281/zenodo.4434219
title: Developing English courses for beginners with Part of Speech material by using Google Classroom

description: Self-Paced Learning
DOI: 10.5281/zenodo.4434203
title: Developing English courses for beginners with Part of Speech material by using Google Classroom

description: Self-Paced Learning
DOI: 10.5281/zenodo.4434202
title: Developing English courses for beginners with Part of Speech material by using Google Classroom

description: Self-Paced Learning
DOI: 10.5281/zenodo.4434181
title: Developing English courses for beginners with Part of Speech material by using Google Classroom

description: Self-Paced Learning
DOI: 10.5281/zenodo.4434180
title: Developing English courses for beginners with Part of Speech material by using Google Classroom

description: Self-Paced Learning
DOI: 10.5066/f7m32tnf
title: Near-real-time Estimates of Herbaceous Annual Cover in the Sagebrush Ecosystem (June 19, 2017)

description: This dataset provides a near-real-time estimate of 2017 herbaceous annual cover with an emphasis on annual grass (Boyte and Wylie. 2016. Near-real-time cheatrass percent cover in the Northern Great Basin, USA, 2015. Rangelands 38:278-284.) This estimate was based on remotely sensed enhanced Moderate Resolution Imaging Spectroradiometer (eMODIS) Normalized Difference Vegetation Index (NDVI) data gathered through June 19, 2017. This is the second iteration of an early estimate of herbaceous annual cover for 2017 over the same geographic area. The previous dataset used eMODIS NDVI data gathered through May 1 (https://doi.org/10.5066/F7445JZ9). The pixel values for this most recent estimate ranged from 0 to100% with an overall mean value of 7.02% and a standard deviation of +/-9.08. The model's test mean error rate (n = 1664), based on nine different randomizations, equaled 5.2% with a standard deviation of +/- 0.09. Overall statistics between the May and June datasets were similar. However, some individual pixel differences can be considerable and are attributed to changing conditions on the ground that are reflected in the satellite data. These changes can influence how the models relate the dependent variable to the independent variables. Both datasets were generated by integrating ground-truth measurements of annual herbaceous percent cover with 250-m spatial resolution eMODIS NDVI satellite derived data and geophysical variables into regression-tree software. The geographic coverage includes the Great Basin, the Snake River Plain, the state of Wyoming, and contiguous areas. We applied a mask to areas above 2250-m elevation because annual grasses are unlikely to exist at substantial cover above this threshold. To target likely sagebrush ecosystems, the mask also covered pixels classified as something other than shrub or grassland/herbaceous by the 2011 National Land Cover Dataset (NLCD). The model was not trained on any masked pixels. Cheatgrass (Bromus tectorum) is the most common annual grass in the study area. It grows from seed, usually in spring, matures quickly, produces seed, and dies. After dying, cheatgrass contributes fine fuels that facilitate fire ignition and spread throughout sagebrush ecosystems. These fires remove sagebrush stands. Increasing fire frequencies, land management practices, and development have all contributed to the fragmentation of the once expansive sagebrush ecosystems. These ecosystems are critical for water quality, reduced fire threats, and the survival of sagebrush-dependent wildlife.
DOI: 10.21227/bs8p-sj45
title: Coronavirus (COVID-19) Geo-tagged Tweets Dataset

description: This dataset contains IDs and sentiment scores of the geo-tagged tweets related to the COVID-19 pandemic. The tweets are captured by an on-going project deployed at https://live.rlamsal.com.np. The model monitors the real-time Twitter feed for coronavirus-related tweets using 90+ different keywords and hashtags that are commonly used while referencing the pandemic. Complying with Twitter's content redistribution policy, only the tweet IDs are shared. You can re-construct the dataset by hydrating these IDs. The tweet IDs in this dataset belong to the tweets tweeted providing an exact location.The paper associated with this dataset is available here: Design and analysis of a large-scale COVID-19 tweets dataset-------------------------------------Related datasets: (a) Coronavirus (COVID-19) Tweets Sentiment Trend (Global)(b) Tweets Originating from India During COVID-19 Lockdowns-------------------------------------Below is a quick overview of this dataset.— Dataset name: GeoCOV19Tweets Dataset— Number of tweets : 300,050 tweets— Coverage : Global— Language : English (EN)— Dataset usage terms : By using this dataset, you agree to (i) use the content of this dataset and the data generated from the content of this dataset for non-commercial research only, (ii) remain in compliance with Twitter's Developer Policy and (iii) cite the following paper:Lamsal, R. Design and analysis of a large-scale COVID-19 tweets dataset. Applied Intelligence (2020). https://doi.org/10.1007/s10489-020-02029-z— Primary dataset : Coronavirus (COVID-19) Tweets Dataset (COV19Tweets Dataset)— Dataset updates : Everyday— Active keywords and hashtags: keywords.tsvPlease visit this page (primary dataset) for details regarding the collection date and time (and other notes) of each CSV file present in this dataset.
DOI: 10.5066/p9856n6z
title: Accelerometer scour monitor data on the South Fork Tolt River, Washington, Water Year 2016 - 2017

description: Accelerometer scour monitors were deployed on the South Fork Tolt River, Washington from Water Year 2016 to 2017 as part of a study on the timing of streambed scour in salmon-spawning habitat. This data release contains data of the three-dimensional orientation recorded at 15-minute intervals for the accelerometer monitors. Each accelerometer scour monitor was comprised of two individual accelerometers that were deployed in a vertical profile within the streambed.
DOI: 10.5066/p9y8be4h
title: Eutrophication water-quality models and supporting water-quality and phosphorus load data used to simulate changes in the water quality of the Winnebago Pool Lakes, Wisconsin, in response to change in phosphorus loading

description: Three eutrophication models (mass balance, BATHUB, and Jensen models) were developed and calibrated for the Winnebago Pools, Wisconsin. These models were used to quantify the input of phosphorus from the sediments of the lakes, and determine how the water quality (total phosphorus concentration, chlorophyll a concentrations, and Secchi depth) should respond to changes in phosphorus loading from the watershed. Each of the models were developed using flow and phosphorus inputs from internal and external sources. This data release is subdivided into 4 parts: 1) Lake Winnebago water-quality data; 2) Mass balance of water and phosphorus for Lake Winnebago, with estimated internal loading of phosphorus estimates; 3) BATHTUB model inputs and outputs ; and 4) Jensen model inputs and outputs.
DOI: 10.5066/f7k35rtp
title: Velocity profiling at the US Army Corps of Engineers Electric Dispersal Barrier in the Chicago Sanitary and Ship Canal during passage of fully loaded commercial tows

description: In 2016, the U.S. Fish and Wildlife Service, U.S. Geological Survey, and U.S. Army Corps of Engineers undertook a large-scale interagency field study to determine the influence of commercial barge vessels on the efficacy of the Electric Dispersal Barrier System (EDBS) in the Chicago Sanitary and Ship Canal (CSSC) in preventing fish passage. This study included a series of trials in which a tow, consisting of a tug vessel and six fully-loaded barges, transited the EDBS in both upstream-bound and downstream-bound directions. The U.S. Geological Survey measured velocity profiles during these trials using synchronized velocity probes mounted on both the barge and the West canal wall. SonTek Argonaut SW 3,000 kHz acoustic Doppler velocity meters (SW) were used in both wall- and barge-mounted configurations, along with a wall-mounted 600 kHz Teledyne RD Instruments Channel Master horizontal acoustic Doppler current profiler (CM) and a barge-mounted 1,200 kHz CM. All velocity measurements were averaged over 10 second intervals during measurement and are included in this data release as comma separated values (*.csv) files.
DOI: 10.5066/p90b6otx
title: Time Domain Electromagnetic Surveys Collected to Estimate the Extent of Saltwater Intrusion in Nassau and Queens County, New York, October-November 2017

description: During October-November 2017 twelve time domain electromagnetic (TDEM) surveys were collected in Nassau and Queens County. The data were collected to estimate the extent of saltwater intrusion in support of the Long Island Groundwater Sustainability Project in cooperation with the New York State Department of Environmental Conservation. In the TDEM method, an electrical current is run through a wire in a transmitter loop, which in turn produces a magnetic field. The strength of the magnetic field is proportional to the strength of the electrical current. The current is rapidly shut off and due to Faraday’s Law, a secondary current is induced. The strength of the secondary current is proportional to the rate of change (dB/dt) of the magnetic field. These induced currents travel into the subsurface and produce secondary magnetic fields that induce voltages in the central receiver coils. Conductive bodies in the subsurface create higher induced voltages in the receiver coils (Fitterman, 1986). The magnitude and decay of the voltages measured in the receiver coil are used to model a 1D sounding of resistivity with depth. TDEM data were collected using the ABEM WalkTEM acquisition unit. Depending on the size of the site, one of the following transmitter loop geometries were used: 1) 40 by 40 meter square, or 2)100 by 100 meter square. A central induction array was used where two receiver loops were set up within the transmitter loop: 1)A 0.5 by 0.5 meter square, and 2) a 10 by 10 meter square. Due to the quantity of loops in each receiver coil, the effective areas were 35 square meters and 1400 square meters, respectively. Two to three surveys were conducted at each site using various time-gate scripts in the WalkTEM unit and the data were filtered, stacked 10 times, and averaged. This data release includes XML metadata, a site location map, the raw and processed TDEM data, and the inverted soundings showing resistivity (in ohm-m) with depth at the 12 survey sites in Nassau and Queens County. REFERENCES CITED: Fitterman, D.V., and Stewart, M.T., 1986, Transient electromagnetic sounding for groundwater: Geophysics, v. 51, p. 995-1005.
DOI: 10.5066/f7kp81c5
title: Continuous monitoring and discrete water-quality data from groundwater wells and surface water sites in and near the Edwards aquifer, Texas, 2010-2016