cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/7vpm3tw4nj.1
title: Psychological flexibility and professional quality of life among medical practitioners in a tertiary care hospital in South India: An observational study

description: This study is a cross-sectional, hospital-based observational study conducted from July 2019 to March 2020 at Kasturba Hospital of Kasturba Medical College, Manipal, a tertiary care centre in Udupi district of Karnataka state in India. The sample consisted of medical practitioners working in various clinical branches of medicine of Kasturba Hospital, Manipal, with a minimum of one year of experience. Convenience sampling was used. Written informed consent was obtained from all participants. The sample size was calculated using the formula for statistically significant correlation coefficient and it was calculated as185. Participants’ age, gender and work experience details were documented in a proforma. Psychological flexibility was measured using Acceptance and action questionnaire-II (AAQ-II; Bond et al, 2011). Professional Quality of Life Scale Version 5 (ProQol 5; Stamm, 2010) was used to measure compassion satisfaction (CS), burnout (BO) and secondary traumatic stress (STS) among participants. The collected data was analyzed using IBM Statistical Package for Social Sciences (SPSS) statistics for Windows, Version 25 (IBM Corp, Armonk, NY, USA). Descriptive statistics were used to summarize the data. Mean and standard deviation (SD) were used for continuous data. Group differences across gender for continuous variables were examined using an independent t-test and P values less than 0.05 were considered significant. To establish the relationship between the variables Pearson’s’ correlation test was used. The research hypothesis stated was that there would be no relationship between psychological flexibility and 1) compassion satisfaction, 2) burnout and 3) secondary traumatic stress among medical practitioners. Out of the 185 that could complete the study, it included 70 females and 115 males. Mean age of the sample was 37.31 years. In terms of years of work experience, 149 doctors had less than 20 years of experience and 36 had more than 20 years of experience. Mean scores of acceptance and action questionnaire-II and professional quality of life scale version 5 were analysed. Compassion Satisfaction had a mean score of 35.89, Burnout has a mean score of 24.97, Secondary Traumatic Stress had a mean score of 20.43 and Psychological Inflexibility had a mean score of 15.69. The result of Pearson’s correlation showed the relationship between compassion satisfaction and psychological inflexibility was not significantly correlated. The relationship between burnout and psychological inflexibility is significantly and strongly positively correlated. The relationship between secondary traumatic stress and psychological inflexibility is significantly and strongly positively correlated. Using a t-test, it was shown that compassion satisfaction was relatively higher for females and burnout was relatively higher in males.
DOI: 10.17632/xn9gtg65f6.1
title: Survey for collaborative adaptation to COVID-19 crisis, in optometry education in India.

description: This is the dataset of a nationwide online survey, conducted during lockdown conditions due to COVID-19 pandemic in India. This survey was conducted to find adaptations done by optometry educators to the lockdown conditions, transforming the educational system from the brick mortar system to competency-based online education.
DOI: 10.25573/data.10059464.v5
title: Monthly summary_Bocas Station

description: Monthly and daily summary from the Bocas del Toro Research StationLocation: 9.351553°, -82.256565°<br>Parameters: air temperature, relative humidity, wind speed and direction, precipitation, sea surface temperature, solar radiation (pyranometer), air pressure, dissolved oxygen, turbidity, salinity, pH<br><br>Sensors located on a platform located approximately 60m from the end of the station’s dock. Platform includes meteorological tower, Sea Surface Temperature probe and several sea level sensors. The current platform was built in 2012 to replace the original platform.
DOI: 10.25573/data.10059467.v5
title: Monthly summary_Agua Salud, Celestino Tower

description: Monthly and daily summaries from the Agua Salud Celestino Tower. <br>Location 9.21142N, 79.72656W<br>Parameters: air temperature, relative humidity, wind speed and direction, precipitation, solar radiation (pyranometer, photosynthetically active radiation), soil moisture, net radiation, air pressure, evapotranspiration<br><br>Established in 2015 and is located at the eastern edge of the Soberania Nation Park, in an area of pastures and forest patches. The tower is 40ft (12.2m) tall
DOI: 10.5281/zenodo.3820872
title: Database for "Accurate estimates of past spatiotemporal temperature variability could strongly constrain future warming"

description: This repository contains data used to support findings of the study "Accurate estimates of past spatiotemporal temperature variability could strongly constrain future warming", which is currently under review.
DOI: 10.17632/tdm3v8snx4.1
title: ICFLSD: Integrated Cell Formation, Layout, and Scheduling Designer

description: Cell formation, cell scheduling, and group layout are three important problems in designing and configuring a Cellular Manufacturing System (CMS). In our paper, "Joint cell formation, cell scheduling, and group layout problem in virtual and classical cellular manufacturing systems: Metaheuristic approaches embedded in a computer software", we address the integration of these problems in virtual and classical CMSs considering alternative processing routes. The objective is to minimize the total handling costs and cycle time. Due to the computational complexity of the problem, hybrid metaheuristic algorithms are proposed to solve the problem. Depending on the type of cells, which is either classical or virtual, an encoding scheme is proposed to effectively represent candidate solutions. Placement algorithms are developed to obtain the layout from an encoded solution; these algorithms are either based on running a heuristic or a linear program. A computer software, called ICFLSD (Integrated Cell Formation, Layout, and Scheduling Designer) is developed to simplify the problem-solving process from the data entry to getting results. Numerical examples adopted from the literature are solved using the ICFLSD and CPLEX solver to assess the performance of the metaheuristic algorithms. The comparison results demonstrated the superiority of the simulated annealing to the other solution approaches considered in this study. This dataset contains the ICFLSD and numerical examples solved in our paper.
DOI: 10.25573/data.10059461.v5
title: Monthly summary_AVA Tower

description: Barro Colorado Island, AVA tower.Two Sensors: North and South<br>Parameters: air temperature, relative humidity, wind speed and direction, precipitation, solar radiation (pyranometer, photosynthetically active radiation)<br>Established in Mar, 2011 as part of the ForestGEO Tropical Ecology, Assessment and Monitoring (TEAM) project.<br>The original tower was Located near the center of the island at the north west corner of the 50ha plot (9.1568°, -79.8486°).<br>In 2018 this tower was struck by a tree fall and rendered unusable.<br>In Feb. 2019 a new 45m tower was build close by (9.1568°, -79.8486°). <br><br><br>
DOI: 10.17632/5wrpyd5j2r.1
title: KSTE

description: This dataset contains information about firm and university characteristics from China.
DOI: 10.17632/gyc2fp8hh4.2
title: Inter-Country Input-Output table that captures processing trade in China

description: Please cite: Zhang, Z., Meng, J., Zheng, H., Zhu, K., Du, H., Guan, D. (2020) Production globalization makes China’s exports cleaner. One Earth.
DOI: 10.21227/7877-jk74
title: Corona Virus (COVID-19) Geolocation-based Sentiment Data

description: This dataset contains the geolocation-based sentiment analysis data. The data is generated by an on-going project deployed at https://live.rlamsal.com.np. The geolocation data was extracted from the tweets which mentioned anything about "corona", "covid-19", "coronavirus" or the variants of "sars-cov-2". Complying with Twitter's data sharing 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 with an exact location that contained any of the previously mentioned keywords.Note: I started sharing the IDs of the tweets that contained the exact location information, only since April 28, 2020, with some genuine requests coming in from academic researchers who did not want to hydrate the whole lists of IDs (above 50 million tweets) shared in the Corona Virus (COVID-19) Tweets dataset.If you need the geolocation-based data starting March 20, 2020, then use the Corona Virus (COVID-19) Tweets dataset and hydrate the IDs while adding the following condition:data = json.loads(data) if data["coordinates"]: longitude, latitude = data["coordinates"]["coordinates"]The data is available in two formats: CSV and JSON. I'll be sharing new files every day, and the files will be named period-wise. For example, april28-april29.* will contain tweet ID and sentiment data of the tweets that were tweeted between April 28, 2020, and April 29, 2020.
DOI: 10.25573/data.10059458.v5
title: Monthly Summary_BCI, Vertical

description: Monthy and daily summary from Barro Colorado Island (BCI). Data organized in vertical format for long-term trend analysis<br>Location 9°9'42.36"N, 79°50'15.67"W<br>Parameters: air temperature, relative humidity, wind speed and direction, precipitation, sea surface temperature, solar radiation (pyranometer), air pressure, soil moisture, runoff, potential evapotranspiration, wet/dry season starting dates<br><br>Lutz catchment is a 9.73ha protected watershed on BCIThe Lutz tower was built in 1972 and was originally 42m. In 2002 it was increased to 48m<br>The data from 48m should be considered a separate data series from the data at 42m. Wind speed is significantly higher at 48m due to the distance to the top of the canopy.<br>The Clearing is a small, open area surrounded by forest and some buildings. Station established in 1972. Consists of a Stevenson screen with max/min thermometers and air pressure sensor. Temperature/humidity sensor, rain gauge and evaporation sensors are located at various locations around the screen.
DOI: 10.15468/6zqjej
title: A review of Himalcercyon stat. nov., with description of a new species from the Chinese Himalaya and an updated key to Asian genera of Megasternini (Coleoptera, Hydrophilidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Jia, Fenglong, Liang, Zulong, Fikacek, Martin (2020): A review of Himalcercyon stat. nov., with description of a new species from the Chinese Himalaya and an updated key to Asian genera of Megasternini (Coleoptera, Hydrophilidae). Deutsche Entomologische Zeitschrift 67 (1): 35-49, DOI: http://dx.doi.org/10.3897/dez.67.50078, URL: http://dx.doi.org/10.3897/dez.67.50078
DOI: 10.15468/78rg76
title: A comparative description of the mesosomal musculature in Sphecidae and Ampulicidae (Hymenoptera, Apoidea) using 3 D techniques

description: This dataset contains the digitized treatments in Plazi based on the original journal article Willsch, Maraike, Friedrich, Frank, Baum, Daniel, Jurisch, Ivo, Ohl, Michael (2020): A comparative description of the mesosomal musculature in Sphecidae and Ampulicidae (Hymenoptera, Apoidea) using 3 D techniques. Deutsche Entomologische Zeitschrift 67 (1): 51-67, DOI: http://dx.doi.org/10.3897/dez.67.49493, URL: http://dx.doi.org/10.3897/dez.67.49493
DOI: 10.25573/data.10059455.v5
title: Monthly Summary_BCI, horizontal

description: Monthly and daily summary from Barro Colorado Island (BCI). Data organized in horizontal format for seasonal and inter-year comparisons<br>Location 9°9'42.36"N, 79°50'15.67"W<br>Parameters: air temperature, relative humidity, wind speed and direction, precipitation, sea surface temperature, solar radiation (pyranometer), air pressure, soil moisture, runoff, potential evapotranspiration, wet/dry season starting dates<br><br>Lutz catchment is a 9.73ha protected watershed on BCIThe Lutz tower was built in 1972 and was originally 42m. In 2002 it was increased to 48m<br>The data from 48m should be considered a separate data series from the data at 42m. Wind speed is significantly higher at 48m due to the distance to the top of the canopy.<br>The Clearing is a small, open area surrounded by forest and some buildings. Station established in 1972. Consists of a Stevenson screen with max/min thermometers and air pressure sensor. Temperature/humidity sensor, rain gauge and evaporation sensors are located at various locations around the screen.
DOI: 10.5281/zenodo.3820528
title: Data belonging to the paper"Culm cell-wall compositions of tribes Bambuseae and Olyreae (subfamily Bambusoideae; Family Poaceae) from the Brazilian Atlantic Forest"

description: The data in the following table (Appendix 1) presents relative areas produced from the integration of the peaks monosaccharides analysed by anion-exchange chromatography followed by integrated pulsed amperometric detection (PAD) from of the cell wall fractionation three biological samples of six Neotropical bamboo species collected
DOI: 10.5281/zenodo.3820529
title: Data belonging to the paper"Culm cell-wall compositions of tribes Bambuseae and Olyreae (subfamily Bambusoideae; Family Poaceae) from the Brazilian Atlantic Forest"

description: The data in the following table (Appendix 1) presents relative areas produced from the integration of the peaks monosaccharides analysed by anion-exchange chromatography followed by integrated pulsed amperometric detection (PAD) from of the cell wall fractionation three biological samples of six Neotropical bamboo species collected
DOI: 10.25573/data.10042436.v4
title: Barro Colorado Island, Clearing_Air Pressure

description: Barro Colorado Island (BCI), Clearing ('El Claro')Location: 9°9'47.21"N, 79°50'17.64"W<br>Air pressure, interval avg<br>The Clearing is a small, open area surrounded by forest and some buildings. Station established in 1972. Consists of a Stevenson screen with max/min thermometers and air pressure sensor. Temperature/humidity sensor, rain gauge and evaporation sensors are located at various locations around the screen.<br>
DOI: 10.25573/data.10042421.v4
title: Barro Colorado Island, AVA tower_Air Temperature

description: Barro Colorado Island, AVA tower.Air temperature, electronic sensor, interval max/min/avg<br>Established in Mar, 2011 as part of the ForestGEO Tropical Ecology, Assessment and Monitoring (TEAM) project.<br>The original tower was Located near the center of the island at the north west corner of the 50ha plot (9.1568°, -79.8486°).<br>In 2018 this tower was struck by a tree fall and rendered unusable.<br>In Feb. 2019 a new 45m tower was build close by (9.1568°, -79.8486°). <br>
DOI: 10.25573/data.10042448.v4
title: Barro Colorado Island, AVA tower_Relative Humdity

description: Barro Colorado Island, AVA tower.<br>Relative humidity, electronic sensor, interval max/min/avg<br><br>Established in Mar, 2011 as part of the ForestGEO Tropical Ecology, Assessment and Monitoring (TEAM) project.<br>The original tower was Located near the center of the island at the north west corner of the 50ha plot (9.1568°, -79.8486°).<br>In 2018 this tower was struck by a tree fall and rendered unusable.<br>In Feb. 2019 a new 45m tower was build close by (9.1568°, -79.8486°). <br>
DOI: 10.25573/data.10042451.v4
title: Barro Colorado Island, Clearing_Air Temperature

description: Barro Colorado Island (BCI),Clearing ('El Claro')Location: 9°9'47.21"N, 79°50'17.64"W<br>Air temperature, electronic sensor, interval max/min/avg<br>The Clearing is a small, open area surrounded by forest and some buildings. Station established in 1972. Consists of a Stevenson screen with max/min thermometers and air pressure sensor. Temperature/humidity sensor, rain gauge and evaporation sensors are located at various locations around the screen.<br>
DOI: 10.25573/data.10042463.v4
title: Barro Colorado Island, Clearing_Precipitation

description: Barro Colorado Island (BCI), Clearing ('El Claro')Location: 9°9'47.21"N, 79°50'17.64"W<br>Precipitation, electronic, Interval totals<br><br>The Clearing is a small, open area surrounded by forest and some buildings. Station established in 1972. Consists of a Stevenson screen with max/min thermometers and air pressure sensor. Temperature/humidity sensor, rain gauge and evaporation sensors are located at various locations around the screen.<br>
DOI: 10.25573/data.10042397.v5
title: Barro Colorado Island, Lutz tower 42m_Relative Humidity

description: Barro Colorado Island (BCI), Lutz catchment towerLocation 9°9'42.36"N, 79°50'15.67"W<br>Relative humidity, electronic sensor, interval max/min/avg<br>Lutz catchment is a 9.73ha protected watershed on BCIThe Lutz tower was built in 1972 and was originally 42m. In 2002 it was increased to 48m<br>
DOI: 10.25573/data.10042445.v4
title: Barro Colorado Island, AVA tower_Wind speed

description: Barro Colorado Island, AVA tower.Wind speed, electronic sensor, interval max/min/avg<br>Established in Mar, 2011 as part of the ForestGEO Tropical Ecology, Assessment and Monitoring (TEAM) project.<br>The original tower was Located near the center of the island at the north west corner of the 50ha plot (9.1568°, -79.8486°).<br>In 2018 this tower was struck by a tree fall and rendered unusable.<br>In Feb. 2019 a new 45m tower was build close by (9.1568°, -79.8486°). <br>
DOI: 10.25573/data.10042454.v4
title: Barro Colorado Island, AVA tower_Wind direction

description: Barro Colorado Island, AVA tower.Mean vector, wind direction<br>Established in Mar, 2011 as part of the ForestGEO Tropical Ecology, Assessment and Monitoring (TEAM) project.<br>The original tower was Located near the center of the island at the north west corner of the 50ha plot (9.1568°, -79.8486°).<br>In 2018 this tower was struck by a tree fall and rendered unusable.<br>In Feb. 2019 a new 45m tower was build close by (9.1568°, -79.8486°). <br>
DOI: 10.25573/data.10042466.v4
title: Barro Colorado Island, AVA tower_Precipitation

description: Barro Colorado Island, AVA tower.<br>Precipitation, electronic tipping bucket<br><br>Established in Mar, 2011 as part of the ForestGEO Tropical Ecology, Assessment and Monitoring (TEAM) project.<br>The original tower was Located near the center of the island at the north west corner of the 50ha plot (9.1568°, -79.8486°).<br>In 2018 this tower was struck by a tree fall and rendered unusable.<br>In Feb. 2019 a new 45m tower was build close by (9.1568°, -79.8486°). <br>
DOI: 10.21227/0nzh-5779
title: Grade Sheet With Elective Course

description: In this paper, we present a collaborative recommend system that recommends elective courses for students based on similarities of student’s grades obtained in the last semester. The proposed system employs data mining techniques to discover patterns between grades. Consequently, we have noticed that clustering students into similar groups by performing clustering. The data set is processed for clustering in such a way that it produces optimal number of clusters. After the clustering process it is subjected to collaborative filtering model to give out the recommendation of the elective subjects.The produces result is a recommendation given to the student despite his selection of the elective course previously.
DOI: 10.21227/7vqb-4j34
title: Grade Sheet With Elective Course

description: In this paper, we present a collaborative recommend system that recommends elective courses for students based on similarities of student’s grades obtained in the last semester. The proposed system employs data mining techniques to discover patterns between grades. Consequently, we have noticed that clustering students into similar groups by performing clustering. The data set is processed for clustering in such a way that it produces optimal number of clusters. After the clustering process it is subjected to collaborative filtering model to give out the recommendation of the elective subjects.The produces result is a recommendation given to the student despite his selection of the elective course previously.
DOI: 10.25573/data.10042424.v4
title: Barro Colorado Island, Lutz tower 20m_Relative Humidity

description: Barro Colorado Island (BCI), Lutz catchment towerLocation 9°9'42.36"N, 79°50'15.67"W<br>Relative humidity, electronic sensor, interval max/min/avg<br>Lutz catchment is a 9.73ha protected watershed on BCIThe Lutz tower was built in 1972 and was originally 42m. In 2002 it was increased to 48m<br>
DOI: 10.25573/data.10042427.v4
title: Barro Colorado Island, Lutz tower 48m_Wind Speed

description: Barro Colorado Island (BCI), Lutz catchment towerLocation 9°9'42.36"N, 79°50'15.67"W<br>Wind speed, electronic sensor, interval max/min/avg<br>Lutz catchment is a 9.73ha protected watershed on BCIThe Lutz tower was built in 1972 and was originally 42m. In 2002 it was increased to 48m<br>The data from 48m should be considered a separate data series from the data at 42m. Wind speed is significantly higher at 48m due to the distance to the top of the canopy.<br>
DOI: 10.25573/data.10042430.v4
title: Barro Colorado Island, Lutz tower 48m_Wind Direction

description: Barro Colorado Island (BCI), Lutz catchment towerLocation 9°9'42.36"N, 79°50'15.67"W<br>Direction, Interval, mean vector<br>Lutz catchment is a 9.73ha protected watershed on BCIThe Lutz tower was built in 1972 and was originally 42m. In 2002 it was increased to 48m<br>The data from 48m should be considered a separate data series from the data at 42m. Wind may have been affected by the distance to the top of the canopy.
DOI: 10.25573/data.10042394.v4
title: Barro Colorado Island, Lutz tower 1m_Air Temperature

description: Barro Colorado Island (BCI), Lutz catchment towerLocation 9°9'42.36"N, 79°50'15.67"W<br>Air temperature, electronic sensor, interval max/min/avg<br>Lutz catchment is a 9.73ha protected watershed on BCIThe Lutz tower was built in 1972 and was originally 42m. In 2002 it was increased to 48m<br>
DOI: 10.25573/data.10042433.v4
title: Barro Colorado Island, Lutz tower 42m_Air Temperature

description: Barro Colorado Island (BCI), Lutz catchment towerLocation 9°9'42.36"N, 79°50'15.67"W<br>Air temperature, electronic sensor, interval max/min/avg<br>Lutz catchment is a 9.73ha protected watershed on BCIThe Lutz tower was built in 1972 and was originally 42m. In 2002 it was increased to 48m<br>
DOI: 10.3886/e113024v1-24297
title: Replication data for: The Effect of Unemployment Benefits and Nonemployment Durations on Wages

description: We estimate that unemployment insurance (UI ) extensions reduce reemployment wages using sharp age discontinuities in UI eligibility in Germany. We show this effect combines two key policy parameters: the effect of UI on reservation wages and the effect of nonemployment durations on wage offers. Our framework implies if UI extensions do not affect wages conditional on duration, then reservation wages do not bind. We derive resulting instrumental variable estimates for the effect of nonemployment durations on wage offers and bounds for reservation wage effects. The effect of UI on wages we find arises mainly from substantial negative nonemployment duration effects. (JEL J31, J64, J65)