cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7936563
title: Development under predation risk increases serotonin-signaling, variability of turning behavior and survival in adult fruit flies Drosophila melanogaster

description: The development of high-throughput behavioral assays, where numerous individual animals can be analyzed in various experimental conditions, has facilitated the study of animal personality. Previous research showed that isogenic Drosophila melanogaster flies exhibit striking individual non-heritable locomotor handedness. The variability of this trait, i.e., the predictability of left-right turn biases, varies across genotypes and under the influence of neural activity in specific circuits. This suggests that the brain can dynamically regulate the extent of animal personality. It has been recently shown that predators can induce changes in prey phenotypes via lethal or nonlethal effects affecting the serotonergic signaling system. In this study, we tested whether fruit flies grown with predators exhibit higher variability/lower predictability in their turning behavior and higher survival than those grown with no predators in their environment. We confirmed these predictions and found that both effects were blocked when flies were fed an inhibitor (αMW) of serotonin synthesis. The results of this study demonstrate a negative association between the unpredictability of turning behavior of fruit flies and the hunting success of their predators. We also show that the neurotransmitter serotonin controls predator-induced changes in the turning variability of fruit flies, regulating the dynamic control of behavioral predictability.
DOI: 10.5281/zenodo.7936562
title: Development under predation risk increases serotonin-signaling, variability of turning behavior and survival in adult fruit flies Drosophila melanogaster

description: The development of high-throughput behavioral assays, where numerous individual animals can be analyzed in various experimental conditions, has facilitated the study of animal personality. Previous research showed that isogenic Drosophila melanogaster flies exhibit striking individual non-heritable locomotor handedness. The variability of this trait, i.e., the predictability of left-right turn biases, varies across genotypes and under the influence of neural activity in specific circuits. This suggests that the brain can dynamically regulate the extent of animal personality. It has been recently shown that predators can induce changes in prey phenotypes via lethal or nonlethal effects affecting the serotonergic signaling system. In this study, we tested whether fruit flies grown with predators exhibit higher variability/lower predictability in their turning behavior and higher survival than those grown with no predators in their environment. We confirmed these predictions and found that both effects were blocked when flies were fed an inhibitor (αMW) of serotonin synthesis. The results of this study demonstrate a negative association between the unpredictability of turning behavior of fruit flies and the hunting success of their predators. We also show that the neurotransmitter serotonin controls predator-induced changes in the turning variability of fruit flies, regulating the dynamic control of behavioral predictability.
DOI: 10.18419/darus-3455
title: deepsysid: System Identification Toolkit for Multistep Prediction using Deep Learning

description: deepsysid is a system identification toolkit for multistep prediction using deep learning and hybrid methods. The toolkit is easy to use. After you follow the instructions in the README, you will be able to download a dataset, run hyperparameter optimization and identify your best-performing multistep prediction models with just three commands: deepsysid download 4dof-sim-ship deepsysid session --enable-cuda progress.json NEW deepsysid session --enable-cuda --reportin=progress.json progress.json TEST_BEST The most current version of this software is available on GitHub.
DOI: 10.6084/m9.figshare.22819976
title: Downscaling GWSA model and datasets

description: The degree 1 and degree 005 GWSA downscaling datasets and NGFLOW GRACE Model
DOI: 10.6084/m9.figshare.22820399
title: Bus Factor Estimation Survey Results

description: Survey results to estimate bus factors by open source projects contributors. You can find the survey template here
DOI: 10.6084/m9.figshare.22820399.v1
title: Bus Factor Estimation Survey Results

description: Survey results to estimate bus factors by open source projects contributors. You can find the survey template here
DOI: 10.5281/zenodo.4737293
title: Energy consumption and PV generation data of 50 prosumers and energy consumption of 40 electric vehicles - 15-minute resolution

description: Energy consumption and PV generation data of 50 prosumers and energy consumption of 40 electric vehicles - 15-minute resolution Ricardo Faia, João Soares, Mohammad Ali Fotouhi Ghazvini, John F. Franco, Zita Vale <strong>Data used in the following paper:</strong> <strong>Local Electricity Markets for Electric Vehicles: An Application Study Using a Decentralized Iterative Approach, <em>Frontiers in Energy Research</em> (published, https://www.frontiersin.org/articles/10.3389/fenrg.2021.705066/full). DOI: 10.3389/fenrg.2021.705066</strong> Type: Energy consumption and PV generation data Duration: 24 hours (15-minute 96 periods) Resolution: 15 minutes Application: Paper Submitted on Frontiers - Research Topic - Energy Flexible Buildings in Local Energy and Flexibility Markets Sheets description: Gen: Contain the generation of each prosumer Load: Contain the load of each prosumer Prices_buy: Buy prices for prosumers (EDP commercial retailer) Prices_sell: Price of feed-in in Portugal (2019 and 2020) Bat: Contain the information of prosumers batteries Grid: Contain the information related with prosumers grid interactions EV_Moves: contain the information if the EV are on movement or stopped (0- stopped, 1 on move) EV_min: contain the minimum limit for EV batteries (% of maximum capacity of battery) EV_con: contain the minimum limit for EV batteries (% of maximum capacity of battery) EV_Buy_Prices: Buy prices for EV (EDP commercial retailer) EV_Grid: Contain the information related with EV grid interactions EV_inf: contain information of EVs batteries EV_model: Models of EVs used General Information: contain information regarding all 90 players Tariff: Contain 13 different tariff for buy electricity (EDP commercial retailer) R&D center: http://www.gecad.isep.ipp.pt/ Project website: http://www.gecad.isep.ipp.pt/CENERGETIC/
description: This research has received funding from FEDER funds through the Operational Programme for Competitiveness and Internationalization (COMPETE 2020), under Project POCI-01-0145-FEDER-028983; by National Funds through the FCT Portuguese Foundation for Science and Technology, under Projects PTDC/EEI-EEE/28983/2017 (CENERGETIC), CEECIND/02814/2017 (Joao Soares grant), UIDB/000760/2020, and SFRH/BD/133086/2017 (Ricardo Faia PhD grant).
DOI: 10.5281/zenodo.7584063
title: Sea salt aerosol AOD at 550nm derived from MODIS

description: This dataset uses MODIS MOD08_M3 and MYD08_M3 data to derive monthly sea salt aerosol optical depth, using the Angstrom exponent as a filtering criterion. This dataset was created for the publication "The representation of sea salt aerosols and their role in polar climate within CMIP6", JGR: Atmospheres, 2023. The methodology for building this dataset is described in the publication, and the scripts used to do so can be found on GitHub at https://github.com/rlapere/CMIP6_SSA_Paper. The time period covered is 2005-2014, with a monthly time step. Warning: this dataset is only valid for polar regions, where sea salt dominate coarse mode aerosols. outside of 60-90N and 60-90S this product should not be used.
description: {"references": ["https://essopenarchive.org/doi/full/10.1002/essoar.10512918.1"]}
DOI: 10.17632/zh2vx4xsdm.1
title: Data: Sovereign Debt Responses to the COVID-19 Pandemic

description: This replication package includes:
1. Data folder: 19 datasets
2. ReplicationCode: 2 ado file for replication figures and tables in main context (SovBond_Replication) and appendix (SovBond_Appendix)
3. LogFile: 2 log files that shows step-by-step replication results in local computer.
4. ReplicationGuide, a word document describing details of research design, data construction, and results estimation. Read this file for step-by-step guides for replication.
DOI: 10.6084/m9.figshare.14380955.v2
title: Public knowledge and practice about facemask use in Dharan, Nepal

description: The pilot study data of the knowledge and attitude regarding facemask use is provided.
DOI: 10.6084/m9.figshare.20704861
title: Drought reconstruction for the mid-latitude East Asia over the past half millennium

description: Here, we compiled a tree-ring network of 364 chronologies in Midlatitude East Asia and reconstructed the variation of the averaged May-August Standardized Precipitation Evapotranspiration Index (SPEI) at a spatial resolution of 0.5°×0.5°, for the period 1501-2000 CE. The reconstruction captured the spatial and temporal variation of actual drought well and also has a strong association with a drought atlas that was derived from historical documents.
DOI: 10.5281/zenodo.6630618
title: Supplementary File_Ivermectin_Research Integrity Assessment (Version 1)

description: Supplementary material (Research Integrity Assessment Tool (Version 1)) for the updated Cochrane Review "Ivermectin for preventing and treating COVID-19".
DOI: 10.5281/zenodo.7535214
title: Research borehole data

description: The file is about engineering borehole data, including: ZKX, ZKY, TCHD, TCCDSD, ZKBG, TCZCBH, ZKID, GCSY, TCYCBH, TCCYCBH. These represent borehole coordinates x, borehole coordinates y, soil layer thickness, soil layer bottom depth, borehole elevation, main layer label, borehole id, engineering index, sublayer label, sublayer label of sublayer.
DOI: 10.5281/zenodo.7601261
title: Data for regional coupled model paper

description: This data is for the JGR manuscript (A Regional Air-Sea Coupled Model Developed for the East Asia and Western North Pacific Monsoon Region).
DOI: 10.15151/esrf-es-1119342008
title: SAXS study on protein-protein interactions in freeze concentrates on understanding the impact of formulation and temperature during freezing

description: SAXS has been used to gain deeper insight into protein-protein (PP) distances and interactions by the structure factor S(q). But there is a lack of knowledge about highly concentrated states of 200 g/L protein and above, in particular, those formed upon freezing of bulk solution for frozen storage, as ice crystallizes out and solutes, protein, and excipients like cryoprotectant or buffer, concentrate. Furthermore, more insights into the relationship between S(q) and viscosity are to be obtained. The focus of the study is to investigate 1. the impact of freeze concentration on PP distance and interactions, 2. the effect of formulation on PPI and PP distance in the freeze-concentrate, 3. the relationship between viscosity and S(q) and comparison to theoretical SAXS data obtained by molecular dynamics simulations. Pharmaceutically relevant monoclonal antibodies will be used.
DOI: 10.5519/qd.evkt4lgd
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.6084/m9.figshare.21657889
title: Impulse oscillometry (IOS) for detection of exercise induced bronchoconstriction in children with asthma ages 6–15 years

description: To determine the discriminatory value of various impulse oscillometry (IOS) parameters, and to find the cutoff value of the appropriate parameter for identifying exercise-induced bronchoconstriction (EIB) in children with asthma. This cross-sectional study was conducted in India from October 2016 to March 2018 in children with asthma who were 6–15 years of age. One hundred and five children were enrolled and subjected to pre-exercise IOS and spirometry followed by free running treadmill test as an exercise challenge. All children could achieve minute ventilation &gt;17.5–21 times of FEV<sub>1</sub> during the exercise challenge test. Then, IOS and spirometry were performed at 10 ± 2, 20 ± 2, and 30 ± 2 min post-exercise challenge. EIB was defined as reduction of FEV<sub>1</sub> ≥10% within 30 min of exercise. For purposes of analysis, the children were grouped into two categories: “EIB Present” or “EIB Absent”. The prevalence of EIB in our study was 20.95% (<i>n</i> = 22). ΔR5max percentage within 30 min post-exercise (AUC 0.74; 95% CI: 0.64, 0.84) had the best discriminating capacity among all IOS parameters for identifying EIB. A cutoff value of 14.1% increase in R5 within 30 min post-exercise was obtained for detection of EIB (sensitivity—95.45%, specificity—50.6%, PPV—33.87% and NPV—97.67%). A percentage change in R5 with a cutoff value of 14.1% increase post-exercise had the best discriminatory capacity among all IOS parameters for detection of EIB in children with asthma. However, low positive predictive value (PPV) with high negative predictive value (NPV) made this cutoff value more apt to rule out EIB.
DOI: 10.6084/m9.figshare.21657889.v1
title: Impulse oscillometry (IOS) for detection of exercise induced bronchoconstriction in children with asthma ages 6–15 years

description: To determine the discriminatory value of various impulse oscillometry (IOS) parameters, and to find the cutoff value of the appropriate parameter for identifying exercise-induced bronchoconstriction (EIB) in children with asthma. This cross-sectional study was conducted in India from October 2016 to March 2018 in children with asthma who were 6–15 years of age. One hundred and five children were enrolled and subjected to pre-exercise IOS and spirometry followed by free running treadmill test as an exercise challenge. All children could achieve minute ventilation &gt;17.5–21 times of FEV<sub>1</sub> during the exercise challenge test. Then, IOS and spirometry were performed at 10 ± 2, 20 ± 2, and 30 ± 2 min post-exercise challenge. EIB was defined as reduction of FEV<sub>1</sub> ≥10% within 30 min of exercise. For purposes of analysis, the children were grouped into two categories: “EIB Present” or “EIB Absent”. The prevalence of EIB in our study was 20.95% (<i>n</i> = 22). ΔR5max percentage within 30 min post-exercise (AUC 0.74; 95% CI: 0.64, 0.84) had the best discriminating capacity among all IOS parameters for identifying EIB. A cutoff value of 14.1% increase in R5 within 30 min post-exercise was obtained for detection of EIB (sensitivity—95.45%, specificity—50.6%, PPV—33.87% and NPV—97.67%). A percentage change in R5 with a cutoff value of 14.1% increase post-exercise had the best discriminatory capacity among all IOS parameters for detection of EIB in children with asthma. However, low positive predictive value (PPV) with high negative predictive value (NPV) made this cutoff value more apt to rule out EIB.
DOI: 10.6084/m9.figshare.22354301.v1
title: Trends in concomitant and single opioid and benzodiazepine exposures reported to the California Poison Control System following the Centers for Disease Control and Prevention release of opioid guidelines in 2016

description: In March 2016, the Centers for Disease Control and Prevention released the Guideline for Prescribing Opioids for Chronic Pain, intended for primary care clinicians. One recommendation advised against concurrent prescription of opioids and benzodiazepines. Although existing research suggests a reduction in co-prescribing of these drug classes by clinicians after guideline release, there are limited data assessing its possible effect on patient medical outcomes, such as overdoses. This retrospective observational study analyzed opioid and benzodiazepine exposures, alone or in combination, reported to the California Poison Control System from January 2012 to June 2021. Interrupted time series analyses identified the difference in monthly call volume between pre- and post-guideline release. For exposures resulting in serious medical outcomes, additional analyses assessed trends and identified associated variables. There was no significant change in concomitant opioid and benzodiazepine exposures reported to California Poison Control System between pre- and post-guideline release. Compared to pre-guideline release, exposures to a single opioid or to a single benzodiazepine significantly decreased by 1.07 (95% CI: −1.62, −0.51) and 1.82 (95% CI: −2.33, −1.31) calls per month, respectively, after the guideline release. For exposure calls associated with serious medical outcomes, there was a significant increase of 0.11 (95% CI: 0.04, 0.18) and 0.2 (95% CI: 0.05, 0.34) calls per month for concomitant opioid and benzodiazepine and single opioid exposures, respectively, following guideline release. The guideline release appeared to have a variable association with exposures to single opioid, single benzodiazepines, and concomitant opioid and benzodiazepine cases reported to California Poison Control System. Although exposures to opioids or benzodiazepines alone significantly decreased after guideline release, there was no significant change in concomitant exposures. Additionally, for exposures associated with serious medical outcomes, concomitant exposures, and single opioid exposures significantly increased following guideline release. Our results suggest that the guideline was not associated with a corresponding decrease in the number of concomitant poisoning exposures reported to California Poison Control System. Additional interventions may be needed to reduce concomitant exposures to opioids and benzodiazepines.
DOI: 10.6084/m9.figshare.22354301
title: Trends in concomitant and single opioid and benzodiazepine exposures reported to the California Poison Control System following the Centers for Disease Control and Prevention release of opioid guidelines in 2016

description: In March 2016, the Centers for Disease Control and Prevention released the Guideline for Prescribing Opioids for Chronic Pain, intended for primary care clinicians. One recommendation advised against concurrent prescription of opioids and benzodiazepines. Although existing research suggests a reduction in co-prescribing of these drug classes by clinicians after guideline release, there are limited data assessing its possible effect on patient medical outcomes, such as overdoses. This retrospective observational study analyzed opioid and benzodiazepine exposures, alone or in combination, reported to the California Poison Control System from January 2012 to June 2021. Interrupted time series analyses identified the difference in monthly call volume between pre- and post-guideline release. For exposures resulting in serious medical outcomes, additional analyses assessed trends and identified associated variables. There was no significant change in concomitant opioid and benzodiazepine exposures reported to California Poison Control System between pre- and post-guideline release. Compared to pre-guideline release, exposures to a single opioid or to a single benzodiazepine significantly decreased by 1.07 (95% CI: −1.62, −0.51) and 1.82 (95% CI: −2.33, −1.31) calls per month, respectively, after the guideline release. For exposure calls associated with serious medical outcomes, there was a significant increase of 0.11 (95% CI: 0.04, 0.18) and 0.2 (95% CI: 0.05, 0.34) calls per month for concomitant opioid and benzodiazepine and single opioid exposures, respectively, following guideline release. The guideline release appeared to have a variable association with exposures to single opioid, single benzodiazepines, and concomitant opioid and benzodiazepine cases reported to California Poison Control System. Although exposures to opioids or benzodiazepines alone significantly decreased after guideline release, there was no significant change in concomitant exposures. Additionally, for exposures associated with serious medical outcomes, concomitant exposures, and single opioid exposures significantly increased following guideline release. Our results suggest that the guideline was not associated with a corresponding decrease in the number of concomitant poisoning exposures reported to California Poison Control System. Additional interventions may be needed to reduce concomitant exposures to opioids and benzodiazepines.
DOI: 10.17632/9t62fygkr9.1
title: Food security in Woliata Zone

description: its operational research done in one of the region of Ethiopia
DOI: 10.5517/ccdc.csd.cc2dlq4w
title: CCDC 2222518: Experimental Crystal Structure Determination

description: Related Article: Kamla D. Netam, Apurba Kumar Pal, Munirathinam Nethaji, Balaji R. Jagirdar|2023|J.Organomet.Chem.|992|122693|doi:10.1016/j.jorganchem.2023.122693
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.22820471
title: Bus Factor Estimation Survey Results

description: Survey results to estimate bus factors by open source projects contributors.<br> You can find the survey template here.
DOI: 10.6084/m9.figshare.22820471.v2
title: Bus Factor Estimation Survey Results

description: Survey results to estimate bus factors by open source projects contributors.<br> You can find the survey template here.
DOI: 10.6084/m9.figshare.22820471.v1
title: Bus Factor Estimation Survey Resultskajhdfj

description: Survey results to estimate bus factors by open source projects contributors.<br> You can find the survey template here.
DOI: 10.5281/zenodo.7625099
title: The molecular raw data of microbial communities associated with fish gut

description: This data on the microbial communities and its diversity associated with fish gut.
DOI: 10.5281/zenodo.7625098
title: The molecular raw data of microbial communities associated with fish gut

description: This data on the microbial communities and its diversity associated with fish gut.
DOI: 10.5281/zenodo.7936490
title: Questionnaires and database from NbS-CoBAs tool

description: Supplementary material for the validation of the NbS-CoBAs tool using the Delphi method. It contains the questionnaires used in the two phases, as well as the database (excel files) of the answers of the participating experts (n=10) in each step.
description: The NbS-CoBAs tool will be published in the Journal Sustainability 2023, 15. And it has been developed in the framework of the European project CLEVER-Cities (https://clevercities.eu/)
description: {"references": ["Herranz-Pascual, K.; Garcia-P\u00e9rez, I.; Zorita, S.; Gar-c\u00eda-Madruga, C.; Cantergiani, C.; Skodra, J.; Iraurgi, I. A Proposal of a Tool to Assess Psychosocial Benefits of Nature-Based Interventions for Sustainable Built Environment. Sustainability 2023, 15, x. https://doi.org/10.3390/xxxxx"]}
DOI: 10.5281/zenodo.7936489
title: Questionnaires and database from NbS-CoBAs tool

description: Supplementary material for the validation of the NbS-CoBAs tool using the Delphi method. It contains the questionnaires used in the two phases, as well as the database (excel files) of the answers of the participating experts (n=10) in each step.
description: The NbS-CoBAs tool will be published in the Journal Sustainability 2023, 15. And it has been developed in the framework of the European project CLEVER-Cities (https://clevercities.eu/)
description: {"references": ["Herranz-Pascual, K.; Garcia-P\u00e9rez, I.; Zorita, S.; Gar-c\u00eda-Madruga, C.; Cantergiani, C.; Skodra, J.; Iraurgi, I. A Proposal of a Tool to Assess Psychosocial Benefits of Nature-Based Interventions for Sustainable Built Environment. Sustainability 2023, 15, x. https://doi.org/10.3390/xxxxx"]}