cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/y2gc2fwj5b.1
title: GatorByte - Microcontroller Firmware

description: Title: 
GatorByte – An Internet of Things-based Low-Cost, Compact, And Real-time Water Resource Monitoring Buoy

Abstract:
Water-quality monitoring systems available today are usually expensive and have low-temporal resolution and lack spatial dimension entirely. These systems are typically available as stations or handheld devices. Pinpointing sources of pollution using these systems is difficult. This project involves developing a high-resolution free-flowing monitoring buoy that records spatiotemporal water-quality data. The system is highly customizable, and even users with limited experience in programming or electronics can tailor GatorByte for their needs. The platform includes a datalogger, cloud-based server, and visualization tools. The datalogger uses low-cost sensors, electronic peripherals, a 3D-printed enclosure, and Printed Circuit Boards, bringing the cost per unit under $1000. The datalogger uses an NB-IoT-capable Arduino for real-time reporting and visualizing sensor data. The GatorByte records physiochemical water metrics – pH, temperature, dissolved oxygen, electroconductivity, and the current location of the buoy using a GPS module. The datalogger also includes micro-SD storage, and Bluetooth module for on-field diagnostics. Using GatorByte buoy, collection of variations in water quality data in temporal as well as spatial dimension can be achieved in a cost-effective and reliable manner, enabling quick detection and resolution of pollution events.

Description:
This repository contains the embedded software for the microcontroller on the GatorByte buoy. The GatorByte library containing sub-libraries for supported peripherals and sensors is also included.
DOI: 10.17632/8dbrr7xpxg.1
title: A collection of solutions created by participants in the Virtual Mathematics Competition 2022

description: One of the main academic competitions in Honduras is the Virtual Mathematics Competition, also known in the Latin American region as Competencia Virtual de Matematicas (CVM). Ten Honduran departments and four foreign countries (Mexico, Peru, Bolivia and El Salvador) participated in the competition of 2022. This database shows the exams used in the national phase in Spanish, English and Quechua. Also, the solutions provided by both national and international students who participated. It is expected that these data will be used to support research in mathematics education.
DOI: 10.17632/89ghm7v984.1
title: Efficient removal of glyphosate in aqueous matrices employing the novel Mil-53(Al)@RH layered hybrid: adsorption performance and mechanisms (Dataset)

description: Adsorption of glyphosate in a batch system:
1) Adsorbent dose
2) Effect of pH0
3) Adsorption kinetics (HYBRID, and MPSD calculation)
4) Adsorption isotherms (HYBRID, and MPSD calculation)
5) Adsorption thermodynamics

Adsorption of glyphosate in fixed-bed (column):
1) Breakthrough curves
2) qt, qu and MTZ response variables

Electrochemical sensor calibration curves for Glyphosate detection.
DOI: 10.17632/xztfbtsgys.1
title: 6-buildings_Annex81

description: The data are measurements of energy use and indoor climate from 6 real buildings in different climates. The data have a time resolution varying between 1 min and 15 min; in some case the highest resolution data are also averaged at larger intervals, up to 30 min. The data presented here were collected independently by researchers of different institutions and gathered in the context of the IEA EBC Annex 81 Data-driven Smart Buildings, as a joint effort to compile a diverse range of datasets suitable for advanced control applications of indoor climate and energy use in buildings.
DOI: 10.17632/xztfbtsgys.2
title: Sub-hourly measurement datasets from 6 real buildings: Energy use and indoor climate - Datasets

description: The data are measurements of energy use and indoor climate from 6 real buildings in different climates. The data have a time resolution varying between 1 min and 15 min; in some case the highest resolution data are also averaged at larger intervals, up to 30 min. The data presented here were collected independently by researchers of different institutions and gathered in the context of the IEA EBC Annex 81 Data-driven Smart Buildings, as a joint effort to compile a diverse range of datasets suitable for advanced control applications of indoor climate and energy use in buildings.
DOI: 10.17632/bggsdsjgv8.1
title: The role of the MOG and MTG in speech recovery of patients with hearing loss : a case of study

description: this data includes the record of foot treatment for the  infant and the record of how to do foot treatment
DOI: 10.17632/vy6wyfr33k.1
title: Tourism GDP and tourism employment: Data for Mexico 

description: I am sharing the data corresponding to the direct tourism employment, the quarterly indicator of tourism GDP, and the multilateral real exchange index for 111 countries. 

The purpose of these data is to model the direct tourism employment in Mexico.  To achieve this objective, two ARDL and a NARDL model were computed. The exogenous variables that help the models simulate the dependent variables are also reported. Finally, the EVIews files where models were estimated are also shared.
DOI: 10.17632/z72dbrf965.1
title: Evaluating Patients' Perspective on Metoclopramide with Text Mining

description: Pharmacovigilance attempts to detect, assess, understand, and prevent adverse effects or any other possible drug-related problems. All pharmacovigilance systems in existence today rely on voluntary reporting. The effectiveness of these systems are limited due to under reporting and reporting bias. A vast amount of patient generated data on possible adverse effects can be found on health related web forums and social media. It is possible to use these user generated data to augment traditional  pharmacovigilance systems. The purpose of this study is to examine the usefulness of such data found on health related web forums by evaluating patients’ perspective on metoclopramide.
Data was obtained from two popular health related forums Drugs.com and WebMD.com. Web scraping was used to obtain the necessary data in tabulated form.
According to patients’ reports on Drugs.com, the most common uses of metoclopramide were for "migraine" and "nausea," while the least frequently reported usage was for "GERD,". Most frequently reported side effects included "anxiety" and "headache". Fatigue and akathisia were the adverse effects least frequently mentioned. According to patient perspectives from WebMD.com, the most reported indications for metoclopramide were "nausea" and "vomit", while the least reported indication was for "migraine". According to WebMD data, the most frequently reported adverse effects of metoclopramide were "spasm," "cough," "bloat" and "drowsiness" while the least reported adverse effect was "Parkinson’s".
DOI: 10.17632/z72dbrf965.2
title: Evaluating Patients' Perspective on Metoclopramide with Text Mining

description: Pharmacovigilance attempts to detect, assess, understand, and prevent adverse effects or any other possible drug-related problems. All pharmacovigilance systems in existence today rely on voluntary reporting. The effectiveness of these systems are limited due to under reporting and reporting bias. A vast amount of patient generated data on possible adverse effects can be found on health related web forums and social media. It is possible to use these user generated data to augment traditional  pharmacovigilance systems. 

The purpose of this study is to examine the usefulness of such data found on health related web forums by evaluating patients’ perspective on metoclopramide. Data was obtained from two popular health related forums Drugs.com and WebMD.com. Web scraping was used to obtain the necessary data in tabulated form. 

According to patients’ reports on Drugs.com, the most common uses of metoclopramide were for "migraine" and "nausea," while the least frequently reported usage was for "GERD,". Most frequently reported side effects included "anxiety" and "headache". Fatigue and akathisia were the adverse effects least frequently mentioned. According to patient perspectives from WebMD.com, the most reported indications for metoclopramide were "nausea" and "vomit", while the least reported indication was "migraine". According to WebMD data, the most frequently reported adverse effects of metoclopramide were "spasm," "cough," "bloat" and "drowsiness" while the least reported adverse effect was "Parkinson’s".
DOI: 10.17632/z72dbrf965.3
title: Evaluating Patients' Perspective on Metoclopramide with Text Mining

description: Pharmacovigilance attempts to detect, assess, understand, and prevent adverse effects or any other possible drug-related problems. All pharmacovigilance systems in existence today rely on voluntary reporting. The effectiveness of these systems are limited due to under reporting and reporting bias. A vast amount of patient generated data on possible adverse effects can be found on health related web forums and social media. It is possible to use these user generated data to augment traditional  pharmacovigilance systems. 

The purpose of this study is to examine the usefulness of such data found on health related web forums by evaluating patients’ perspective on metoclopramide. Data was obtained from two popular health related forums Drugs.com and WebMD.com. Web scraping was used to obtain the necessary data in tabulated form.
DOI: 10.17632/282kxyz24f.1
title: The relationship between directional geological entropy and hydraulic conductivity of 3D fracture networks

description: Computed data of directional geological entropy and hydraulic conductivity
DOI: 10.17632/3yfggrd4yh.1
title: RebA-RNase E manuscript (original data)

description: The raw data used to prepare the images used in the RebA-RNase E manuscript.
DOI: 10.25919/r28q-9f77
title: Parkes observations for project P1129 semester 2022OCTS_01

description: PSR J0837$-$2454 is a young, high-Galactic-latitude pulsar, whose distance derived from dispersion measure (DM) implies a height of $&gt;$1~kpc above the Galactic plane. The young age (28kyr) and position can be explained if (i) the pulsar was born at this high Galactic $z$-height from a runaway or walkaway O/B star; or (ii) the DM-derived distance to this pulsar is incorrect and the pulsar is closer to the plane of the Galaxy. VLBA observations will provide us with an estimate of the proper motion of the pulsar, along with the distance to the pulsar through a measurement of the parallax if the pulsar is closer than the DM implies. These measurements are crucial to determining whether or not this pulsar represents the remnants of a rare Milky Way halo O/B star. This proposal seeks to continue monitoring this pulsar in order to maintain phase connection of the timing solution throughout the duration of planned VLBA observations. This is crucial for conducting gated observations with the VLBA, but will also contribute to studies of the pulsar's emission properties and the ISM along the line-of-sight to the pulsar.
DOI: 10.25919/k1b2-s198
title: Parkes pulsar observations with undefined project IDs for 2022OCTS_10

description: Parkes pulsar observations with undefined project IDs for 2022OCTS. This collection contains observations from project IDs PX094 and PX096.
DOI: 10.5281/zenodo.7484518
title: Malaria Parasite of Romanowsky-stained thick blood smears.

description: We label 1000 Romanowsky-stained thick blood smear images previously used in actual diagnoses. This dataset has 1.000 Romanowsky-stained thick blood smear images from the INS (National Institute of Health in Colombia). The photographic records came from 100 thick blood smears (10 images of different fields per slide). There were 217 and 783 images of good quality and bad quality, respectively. Of these, 702 images were with the presence of parasites and 298 without parasites. A total of 6188 parasites (Trophozoites - 5927, Squizonts - 114, Gametocytes - 147) were labeled, whose height and width varied from 13 to 138 pixels. Each image with parasites included from one to ninety parasites, with an average of eight per image. In addition, there were 12.712 leukocytes in all the images, whose height and width varied from 15 to 222 pixels, and only in twelve of the images were no leukocytes found.
DOI: 10.5281/zenodo.7484517
title: Malaria Parasite of Romanowsky-stained thick blood smears.

description: We label 1000 Romanowsky-stained thick blood smear images previously used in actual diagnoses. This dataset has 1.000 Romanowsky-stained thick blood smear images from the INS (National Institute of Health in Colombia). The photographic records came from 100 thick blood smears (10 images of different fields per slide). There were 217 and 783 images of good quality and bad quality, respectively. Of these, 702 images were with the presence of parasites and 298 without parasites. A total of 6188 parasites (Trophozoites - 5927, Squizonts - 114, Gametocytes - 147) were labeled, whose height and width varied from 13 to 138 pixels. Each image with parasites included from one to ninety parasites, with an average of eight per image. In addition, there were 12.712 leukocytes in all the images, whose height and width varied from 15 to 222 pixels, and only in twelve of the images were no leukocytes found.
DOI: 10.5066/p9hx7x5b
title: Pollen data from seven lakes in the Klamath Mountains, California: a case study for paleoecological reconstruction

description: The dataset include raw pollen counts, age model data, and pollen accumulation rates with uncertainty estimates for seven lake sites in the Klamath Mountains, California, USA. The raw pollen counts reflect the relative abundance of major taxa from the vegetation surrounding each lake site (n=7) at 5 different time periods. The age model data provides a Bayesian-based estimate of the sediment's age and the associated uncertainty where pollen samples were also collected and counted (~1850, 1880, 1930, 1970, 2018 AD). Lastly, the pollen accumulation rates dataset encompasses the pollen accumulation rates for each taxa at each time step across all lakes plus the cumulative uncertainty with each calculation, as estimated by a Monte Carlo [...]
DOI: 10.3886/e114663v1-131522
title: Replication data for: Gridlock: Ethnic Diversity in Government and the Provision of Public Goods

description: How does ethnic diversity in government impact public good provision? We construct a novel dataset linking the ethnicity of California city council candidates to election outcomes and expenditure decisions. Using a regression discontinuity approach, we find that increased diversity on the council leads to less spending on public goods. This is especially true in cities with high segregation and economic inequality. Those serving on councils that experience an increase in diversity also receive fewer votes when they run for reelection. These results point towards disagreement within the council generating lower spending.
DOI: 10.6084/m9.figshare.21788537
title: Narrow Corridor Replication Code.zip

description: Data and replication code for "The Expansive Corridor: Testing Acemoglu and Robinson (2019)" by Ryan H. Murphy and Colin O'Reilly.
DOI: 10.6084/m9.figshare.21788543
title: Reducing SARS-CoV-2 transmission through routine asymptomatic community testing: a modelling analysis

description: During the current COVID-19 pandemic, questions remain as to how effective community-based testing campaigns for SARS-CoV-2 have been to date, what factors have driven their relative success, and how their effectiveness can be improved moving forward. Our findings demonstrate that speed and frequency of testing to provide real-time SARS-CoV-2 case data make Antigen-detecting rapid diagnostic tests a valuable tool for case detection, outbreak investigation and contact tracing. However, we find that for random routine community testing to be impactful, testing would need to be frequent and widespread, and diagnosis must be accompanied by changes in behavior for any testing strategy to be effective. Our work can inform more effective and efficient testing strategies as the pandemic continues globally. <br> <br>
DOI: 10.6084/m9.figshare.21788543.v1
title: Reducing SARS-CoV-2 transmission through routine asymptomatic community testing: a modelling analysis

description: During the current COVID-19 pandemic, questions remain as to how effective community-based testing campaigns for SARS-CoV-2 have been to date, what factors have driven their relative success, and how their effectiveness can be improved moving forward. Our findings demonstrate that speed and frequency of testing to provide real-time SARS-CoV-2 case data make Antigen-detecting rapid diagnostic tests a valuable tool for case detection, outbreak investigation and contact tracing. However, we find that for random routine community testing to be impactful, testing would need to be frequent and widespread, and diagnosis must be accompanied by changes in behavior for any testing strategy to be effective. Our work can inform more effective and efficient testing strategies as the pandemic continues globally. <br> <br>
DOI: 10.5281/zenodo.7490391
title: Reliability and diagnostic accuracy of radiography for the diagnosis of calcium pyrophosphate deposition: performance of the novel definitions developed by an international multidisciplinary working group.

description: Dataset of the paper
DOI: 10.5281/zenodo.7490390
title: Reliability and diagnostic accuracy of radiography for the diagnosis of calcium pyrophosphate deposition: performance of the novel definitions developed by an international multidisciplinary working group.

description: Dataset of the paper
DOI: 10.6073/pasta/e5d63d3dfdca331a1a153219a90041f2
title: North Temperate Lakes LTER: Crayfish Abundance 1981 - current

description: Crayfish data include crayfish catch in cylindrical minnow traps baited with beef liver and occasional occurrence in other gear used to sample fish. Traps are placed at fyke net locations in nine study lakes (Allequash, Big Muskellunge, Crystal, Sparkling, Trout, Mendota, Monona, Wingra and Fish). Crayfish traps have been eliminated as gear in the Madison area lakes (Mendota, Monona, Wingra, and Fish) after 2003. Individuals are identified to species and counted. In Trout and Sparkling Lake more detailed surveys have been conducted during the summer on an ad hoc basis to track distribution and abundance of the invading species Orconectes rusticus. In Sparkling lake Rusty Crayfish (Orconectes rusticus) was removed from 2001 to 2008. Catherine L Hein, Brian M Roth, Anthony R Ives, and M Jake Vander Zanden. Fish predation and trapping for rusty crayfish (Orconectes rusticus) control: a whole-lake experiment. Canadian Journal of Fisheries and Aquatic Sciences. 63(2): 383-393. https://doi.org/10.1139/f05-229. Additional data sets consist of pre-LTER sets (initiated in late June 1972) gathered by Capelli (Ph.D. dissertation) and Lorman (Ph.D. dissertation). Most of pre-LTER data is detailed distribution in Trout Lake, and community composition in other area lakes. Note that 2020 data does not exist due to insufficient sampling. Sampling Frequency: annually Number of sites: 9
DOI: 10.6084/m9.figshare.21788573
title: results

description: Datasets of the main results
DOI: 10.6084/m9.figshare.21788573.v1
title: results

description: Datasets of the main results
DOI: 10.6084/m9.figshare.21788576
title: simulationsSampled

description: Simulations sampled each 20 steps (the last 1000 steps)
DOI: 10.6084/m9.figshare.21788576.v1
title: simulationsSampled

description: Simulations sampled each 20 steps (the last 1000 steps)
DOI: 10.6073/pasta/a67e0c820fd507f62eee2e5f675b35da
title: North Temperate Lakes LTER: Fish Abundance 1981 - current

description: This data set is a derived data set based on fish catch data. Data are collected annually to enable us to track the fish assemblages of eleven primary lakes (Allequash, Big Muskellunge, Crystal, Sparkling, Trout, bog lakes 27-02 [Crystal Bog] and 12-15 [Trout Bog], Mendota, Monona, Wingra and Fish). Sampling on Lakes Monona, Wingra, and Fish started in 1995; sampling on other lakes started in 1981. Sampling is done at six littoral zone sites per lake with seine, minnow or crayfish traps, and fyke nets; a boat-mounted electrofishing system samples three littoral transects. Vertically hung gill nets are used to obtain two pelagic samples per lake from the deepest point. A trammel net samples across the thermocline at two sites per lake. In the bog lakes only fyke nets and minnow traps are deployed. Parameters measured include species-level identification and lengths for all fish caught, and weight and scale samples from a subset. Derived data sets include species richness, catch per unit effort, and size distribution by species, lake, and year. Protocol used to generate data: Day seines were only used in 1981 and have been eliminated from this data set to make sampling effort across years comparable. Number caught for each species is summed over repetitions of a gear within a lake and over depth. For information on fish stocking by the Wisconsin Department of Natural Resources in LTER lakes in Dane and Vilas counties, see https://dnr.wi.gov/fisheriesmanagement/Public/Summary/Index The only sampling done in 2020 were a single gill-netting replicate in Sparkling, Crystal, and Trout lakes. Sampling in Fish Lake was missed in 2021 due to significant lake level changes. Data from the two bogs is missing in 2022. Sampling Frequency: annually. Number of sites: 11
DOI: 10.5281/zenodo.7490430
title: SDSS MARCS grid

description: This is a repackaged version of the SDSS grid of model atmospheres generated by the MARCS code. The values needed for Korg to to interpolated model atmospheres have been extracted and packed in an HDF5 file. It are being hosted here because it is too large for github. The original data is here: https://dr17.sdss.org/sas/dr17/apogee/spectro/speclib/atmos/marcs/MARCS_v3_2016/
DOI: 10.5281/zenodo.7490429
title: SDSS MARCS grid

description: This is a repackaged version of the SDSS grid of model atmospheres generated by the MARCS code. The values needed for Korg to to interpolated model atmospheres have been extracted and packed in an HDF5 file. It are being hosted here because it is too large for github. The original data is here: https://dr17.sdss.org/sas/dr17/apogee/spectro/speclib/atmos/marcs/MARCS_v3_2016/
DOI: 10.6084/m9.figshare.21788606
title: MetacommunityGenerationTime.zip

description: Simulating metacommunities with stage-structured models (simualtions and analyses)
DOI: 10.6084/m9.figshare.21788606.v1
title: MetacommunityGenerationTime.zip

description: Simulating metacommunities with stage-structured models (simualtions and analyses)
DOI: 10.21223/0yw5ai/voqzbv
title: Datos_Yauyos.xlsx

description: :unav