cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/xwyk7sbn9c.2
title: Macedo_etal_AnimBehav

description: Behavioural data and R code to reproduce analyses of the paper "Differences in plumage coloration predict female but not male territorial responses in three antbird sister species pairs" published in Animal Behaviour by Gabriel Macedo, Gustavo A. Bravo, Rafael Sobral Marcondes , Elizabeth P. Derryberry , and Cibele Biondo.

Introduction:
In this study, we hypothesized that the eumelanin concentration in the plumage of antbirds (a family of Neotropical birds) function as ornaments that evolve under social selection, signaling quality or competitive ability of females and males. We tested the prediction that conspicuous eumelanic dark plumage patches are positively associated with territorial responses of females and males of three antbird sister species pairs: 
Drymophila ochropyga and D. genei; 
Myrmoderus loricatus and M. squamosus; 
Thamnophilus torquatus and T. ruficapillus. 
We compared responses of between sexes and sister species.
Females of Drymophila ochropyga bear more conspicuous dark plumage patches than females of D. genei. Males of these species are similarly coloured.  
Females of Myrmoderus loricatus bear more conspicuous dark plumage patches than females of M. squamosus. Males of these species are similarly coloured.
Males of Thamnophilus torquatus bear more conspicuous dark plumage patches than males of T. ruficapillus. Females of these species are similarly coloured.

Methods:
Using playback experiments in the field, we assessed the strength of territorial responses by measuring number of songs, latency to approach and interaction time of females and males that were forming social pairs. Strong territorial responses correspond to higher values of these variables. We simulated territorial intrusions by a solitary female (female solo song), a solitary male (male solo song), and a social pair (duetting social pair).

Results:
We found that females of Drymophila ochropyga and Mymoderus loricatus – which bear more conspicuous dark plumage patches – showed stronger territorial responses than females of D. genei and M. squamosus, respectively. Stronger responses occurred against simulated female and/or male intruders, but not against simulated social pairs. Males of Drymophila and Mymorderus species – which are similarly colored – showed similar territorial responses. However, contrary to out predictions, males of Thamnophilus torquatus – which bear more conspicuous dark plumage patches – did not show stronger territorial responses than males of T. ruficapillus. Females of the Thamnophilus species – which are similarly colored – showed weak, similar territorial responses.

Discussion:
Our results suggest that eumelanic patches in antbirds may function as ornaments in intra- and intersexual contexts in females. In contrast, in species pairs with greater interspecific differences in male ornamentation, territorial competition may occur predominantly among males and female mate choice may drive the evolution of male ornamentation.
DOI: 10.3886/e150042
title: LearnPlatform Educational Technology Engagement Dataset: Impact of COVID-19 on Digital Learning

description: LearnPlatform is a unique technology platform in the K-12 market providing the only broadly interoperable platform to the breadth of edtech solutions in the US K12 field. A key component of edtech effectiveness is integrated reporting on tool usage and, where applicable, evidence of efficacy. With COVID closures, LearnPlatform has emerged as an important and singular resource to measure whether students are accessing digital resources within distance learning constraints. This platform provides a unique and needed source of data to understand if students are accessing digital resources, and where resources have disparate usage and impact.<br><br>In this dataset we are sharing educational technology usage across the 8,000+ tools used in the education field in 2020. We make this dataset available to public so that educators, district leaders, researchers, institutions, policy-makers or anyone interested to learn about digital learning in 2020, can use this dataset to understand student engagement with core learning activities during the COVID-19 pandemic. Some example research questions that this dataset can help stakeholders answer: <br><br>What is the picture of digital connectivity and engagement in 2020?What is the effect of the COVID-19 pandemic on online and distance learning, and how might this evolve in the future?How does student engagement with different types of education technology change over the course of the pandemic?How does student engagement with online learning platforms relate to different geography? Demographic context (e.g., race/ethnicity, ESL, learning disability)? Learning context? Socioeconomic status?Do certain state interventions, practices or policies (e.g., stimulus, reopening, eviction moratorium) correlate with increases or decreases in online engagement?<br>
description: K-12 population of United States.
description: other;
DOI: 10.3886/e150042v1
title: LearnPlatform Educational Technology Engagement Dataset: Impact of COVID-19 on Digital Learning

description: LearnPlatform is a unique technology platform in the K-12 market providing the only broadly interoperable platform to the breadth of edtech solutions in the US K12 field. A key component of edtech effectiveness is integrated reporting on tool usage and, where applicable, evidence of efficacy. With COVID closures, LearnPlatform has emerged as an important and singular resource to measure whether students are accessing digital resources within distance learning constraints. This platform provides a unique and needed source of data to understand if students are accessing digital resources, and where resources have disparate usage and impact.<br><br>In this dataset we are sharing educational technology usage across the 8,000+ tools used in the education field in 2020. We make this dataset available to public so that educators, district leaders, researchers, institutions, policy-makers or anyone interested to learn about digital learning in 2020, can use this dataset to understand student engagement with core learning activities during the COVID-19 pandemic. Some example research questions that this dataset can help stakeholders answer: <br><br>What is the picture of digital connectivity and engagement in 2020?What is the effect of the COVID-19 pandemic on online and distance learning, and how might this evolve in the future?How does student engagement with different types of education technology change over the course of the pandemic?How does student engagement with online learning platforms relate to different geography? Demographic context (e.g., race/ethnicity, ESL, learning disability)? Learning context? Socioeconomic status?Do certain state interventions, practices or policies (e.g., stimulus, reopening, eviction moratorium) correlate with increases or decreases in online engagement?<br>
description: K-12 population of United States.
description: other;
DOI: 10.6084/m9.figshare.16654558
title: MIC90_AB5075

description: AZM MIC90 optical density readings in ca-MHB and RPMI+
DOI: 10.6084/m9.figshare.16654558.v1
title: MIC90_AB5075

description: AZM MIC90 optical density readings in ca-MHB and RPMI+
DOI: 10.17632/hz9dmhvjkr.1
title: Corpus : La discussion à visée philosophique et la littérature de jeunesse polynésienne. L’exemple du thème de l’enfance et de l’âge adulte

description: Le corpus a été réalisé dans le cadre d’une thèse doctorale intitulée Littérature de jeunesse polynésienne bilingue et dialogues à visée philosophique (DVP) au CP, réalisée par Simon Deprez, à l’Université de Polynésie française, dirigée par Rodica Ailincai et Alain Mougniotte. Ce corpus concerne la discussion à visée philosophique n°4 et l’entretien semi-directif n°4.
Ces transcriptions concernent une séance de discussion à visée philosophique en contexte scolaire et un entretien semi-directif réalisé à postériori avec un grand-père impliqué dans une expérimentation qui s’est déroulée à Moorea, une île située dans l’archipel de la Société, en Polynésie française.
DOI: 10.17632/fyjjfmnn5x.1
title: data for the manuscript: In Media We Trust: The Effect of Masspersonal Communication  on Trust in the Mass Media

description: Datasets used in for the article entitled, "In Media We Trust: The Effect of Masspersonal Communication on Trust in the Mass Media." The study relied on an online panel survey conducted between September 19-29, 2018, by the private survey firm Survey Sampling International (SSN) (now Dynata) (Author, 2020). The sample (N = 1,493 adults) reflects the population demographics measured in the U.S. Census Bureau’s 2016 American Community Survey (ACS). The roughly 70% cooperation rate (AAPOR, 2016; CR3) is an applicable standard used when the normal metric sample invitations cannot be calculated, and thus traditional response rates cannot be reported. The average age of the sample is 48.39 (SD=16.18). Among the respondents, 51% of them are women and 77.2% of them are white. The average education level for respondents is an associate’s or bachelor’s degree (M = 4.38, SD = 1.71, with some high school =1 and post-graduate degree =7) and average household income is between $45,000 and $75,000 per year (M = 4.84, SD = 2.14,  with Less than $15,000 =1 and More than $150,000 = 8).
DOI: 10.17632/nv7jbmkynm.4
title: Dataset of Drought and Flood Impact on Croplands in Southeast Asia between 1980 to 2019

description: Droughts and floods have been intensified in recent years and adversely affected agriculture sectors, but only a handful of studies exist to assess their impacts on croplands and production. The purpose of our dataset is to help researchers and scientists to access the temporal climate data geographically and assess the climate change and its impact on croplands in the Monsoon Climate Region (MCR) and Equatorial Climate Region (ECR) of Southeast Asia (SEA) during the crop growing seasons over 40 years period. Here, we used TerraClimate global high-resolution gridded Palmer Drought Severity Index (PDSI) datasets in Google Earth Engine and assessed the droughts and floods and their impacts on rainfed croplands and crop production in SEA. The Global Food Security-support Analysis cropland data in the GEE was used to assess drought damages on rainfed croplands and crop production. We created over 47,192 grid points geographically with a 10 × 10-kilometer resolution, in order to calculate the drought and flood impact on rainfed croplands during the primary crop-growing seasons in the MCR and ECR of SEA. 

In this data  tree datasets were including, two raw data and Geographic Information System (GIS) shapefile data. The first raw  dataset folder contains monthly temporal Palmar drought Severity index (PDSI)  by country between 1980 to 2019, while the second raw gridded point dataset  covers average drought frequencies by 10 km × 10 km geographically in MCR (Myanmar, Thailand, Lao PDR, Cambodia, and Vietnam)  and ECR (Malaysia, Singapore, Indonesia, the Philippines, and Brunei Darussalam) regions with five years interval between 1980 to 2019 . The third data in GIS Shapefile format (GIS data folder) comprehends drought and their severities levels on rainfed croplands by country in SEA in 2010. The maps data in Maps folder which represents severity classes of drought and wet conditions (floods) impact on rainfed croplands, and the level of need for policy interventions by country in the MCR and ECR countries in SEA .
DOI: 10.17632/42pm4w7bd7.1
title: Publications on the Stock liquidity research

description: All 461 publications on the topic of the Stock liquidity  on Scopus!
DOI: 10.17632/km22458grp.1
title: Trends in the Oil price and the stock market research

description: All 223 publications on the topic of the Oil price and the stock market on Scopus!
DOI: 10.17632/dc5s4ymvjb.2
title: Analytical modeling and experimental study of flexible pavement system and modified asphalt mixture

description: Data Description: 
1. Analytical Modeling of Flexible Pavement Systems: Loading and temperatures effects on pavement structure.
2. Experimental Study of modified asphalt mixture using rubber particles to replace asphalt binder in aggregate form was studied.
DOI: 10.17632/623rm9xswy.1
title: Observed changes of Köppen climate zones based on high-resolution data sets in the Qinghai-Tibet Plateau

description: This is the climate zone shift data of the Qinghai Tibet Plateau on a grid scale.
DOI: 10.6084/m9.figshare.16654588
title: ILD_meta.data_nodoublets.csv

description: Metadata file for corresponding seurat object at "https://figshare.com/articles/dataset/ILD_alldataset_population_noSCT_rds/16653148"
DOI: 10.17632/s8znfrtjxx.1
title: Effect of root canal irrigants solutions on the release of dentin-growth factors: A systematic review and meta-analysis - Supplementary files - Complete quality assessment and tables S1, S2, S3 and S4.

description: Here are supplemental materials from the article titled "Effect of root canal irrigants solutions on the release of dentin-growth factors: A systematic review and meta-analysis"
DOI: 10.5063/f76b09
title: Global Inputs and Impacts from of Human Sewage in Coastal Ecosystems

description: Coastal marine ecosystems face a host of pressures from both offshore and land-based human activity. Research on terrestrial threats to coastal ecosystems has primarily focused on agricultural runoff, specifically showcasing how fertilizers and livestock waste create coastal eutrophication, harmful algae blooms, or hypoxic or anoxic zones. These impacts not only harm coastal species and ecosystems but also impact human health and economic activities. Yet few studies have assessed impacts of human wastewater on coastal ecosystems and community health. As such, we have lacked a comprehensive, fine-resolution, global assessment of the inputs and impacts of human sewage inputs that captures both pathogens and nutrient flows to coastal waters and the potential impacts on coastal ecosystems. To address this gap, we use a new high-resolution geospatial model to measure and map nitrogen (N) and pathogen - fecal indicator organisms (FIO) - inputs from human sewage for ~135,000 watersheds globally. Our modeled data is for 2015.The resulting dataset provides N and FIO wastewater inputs for each watershed globally. The dataset separates the contribution from sewered, septic, and untreated (open deification) wastewater inputs to coastal waters. Data is provided at the watershed level, as well as the coastal 'pourpoint' (the location where the watershed empties into the ocean), as vector shape files (.shp). Furthermore, we provide a global raster of N coastal impacts created by propagating pourpoint N inputs into the coastal waters using a plume model based on a logarithmic decay function. The effluent plumes can be used to determine the extent to which different marine habitats are exposed to wastewater N.For full information, see: *Tuholske, C., *Halpern, B., Blasco, G., Villasenor, J. C., Frazer, M., & Caylor, K. (In revision). Mapping global sources and impacts of sewered, septic and direct wastewater in coastalecosystems. PLOS One.*Equal authorship
DOI: 10.5281/zenodo.5519755
title: MDETR annotations

description: Complete annotations for pre-training and downstream tasks.
description: Dataset annotations released previously with the model checkpoints were missing a few files. Use this instead.
DOI: 10.5281/zenodo.4729014
title: MDETR annotations

description: Complete annotations for pre-training and downstream tasks.
description: Dataset annotations released previously with the model checkpoints were missing a few files. Use this instead.
DOI: 10.6084/m9.figshare.14829458
title: A systematic review of pharmacoeconomic evaluations on oral diarylquinoline-based treatment for drug-resistant tuberculosis: from high to low burden countries

description: <b>Introduction</b>: There is a rising global interest in the pharmacoeconomic evaluations of bedaquiline (BDQ), a novel oral diarylquinoline, for treatment of drug-resistant tuberculosis (DR-TB). <b>Areas covered</b>: This article systematically reviewed publications retrieved from Medline, American Psychological Association-Psychology information, Web of Science, Embase, Scopus, Science direct, Center for Reviews and Dissemination, and CINAHL Complete during 2010–2020 on pharmacoeconomic studies on BDQ for DR-TB treatment. Ten Markov model-based cost-effectiveness analyses identified were conducted in high (n = 4), intermediate (n = 2), and low (n = 4) TB burden countries. <b>Expert opinion</b>: The paucity of model-based health economic analyses on BDQ-containing regimens for DR-TB indicated that further pharmacoeconomic research of BDQ-based regimens, on the aspects of duration of BDQ treatment, types of DR-TB indicated, and settings of regions and health-systems, is highly warranted to inform global cost-effective use of BDQ-based regimens for DR-TB treatment.
DOI: 10.6084/m9.figshare.16654618.v1
title: Performance on TBT, BART and SSS

description: The data contains descriptive metrics of 117 participants on three tasks (i) The Tower Building Task (TBT) for which we present the height of the towers build, the number of pieces added and the time taken, and the Fixed Height Gain (FHG), (ii) the Balloon Analogue Risk Task (BART), for which we present the Adjusted Average Number of Pumps (AANP) and (iii) the scores of the Sensation Seeking Scale (SSS), for which we present the total score (SS) as well as the score for each of the subscales (Boredom Susceptibility [BS], Disinhibition [Dis], Experience seeking [ES] and Thrill and adventure seeking [TAS])
DOI: 10.6084/m9.figshare.16654618
title: Performance on TBT, BART and SSS

description: The data contains descriptive metrics of 117 participants on three tasks (i) The Tower Building Task (TBT) for which we present the height of the towers build, the number of pieces added and the time taken, and the Fixed Height Gain (FHG), (ii) the Balloon Analogue Risk Task (BART), for which we present the Adjusted Average Number of Pumps (AANP) and (iii) the scores of the Sensation Seeking Scale (SSS), for which we present the total score (SS) as well as the score for each of the subscales (Boredom Susceptibility [BS], Disinhibition [Dis], Experience seeking [ES] and Thrill and adventure seeking [TAS])
DOI: 10.17632/yh34wyv855.1
title: sinapic acid 

description: Sinapic acid prevents adipogenesis by regulating transcription factors and exerts anti-ROS effect by modifying intracellular antioxidant system in 3T3-L1 adipocytes
DOI: 10.17632/kyk7dkvmdv.1
title: Surf and Turf: A Dataset of Stable Isotope Values of Plants and Animals from Southern California

description: This dataset contains baseline isotope values for plant and animal samples collected from across southern California.
DOI: 10.17632/2kzwtm4nwc.1
title: Sample of porous material with an ordered arrangement of cavities

description: The model of porous material intended for printing on a 3D printer is presented. This sample has a size of 100x100x100 mm and consists of 8000 cubic cells with an edge of 5 mm and cavities inside the size of 3 mm. The effective thermal conductivity of this porous material is 0.1678 W/mC.
DOI: 10.17632/t946n47rtk.1
title: WB secGFP

description: raw WB  for Figure 5N
DOI: 10.6084/m9.figshare.16649872
title: A1AR-ADN-Gi-MIPS521

description: * Simulations described in the following paper: Positive allosteric mechanisms of adenosine A1 receptor-mediated analgesia, CJ Draper-Joyce, R Bhola, J Wang, A Bhattarai et. al. Nature, 2021, doi: 10.1038/s41586-021-03897-2 * Simulation lengths: 500ns * System: A1AR bound with adenosine, Gi and MIPS521. * List of simulation trajectories: md-reimaged-100ps-sim1.nc md-reimaged-100ps-sim2.nc md-reimaged-100ps-sim3.nc * Stride: 100 ps / frame * AMBER topology/PDB files for loading the trajectories: sys-protein-amber.prmtop and sys-protein-amber.pdb<br>
DOI: 10.6084/m9.figshare.16649872.v1
title: A1AR-ADN-Gi-MIPS521

description: * Simulations described in the following paper: Positive allosteric mechanisms of adenosine A1 receptor-mediated analgesia, CJ Draper-Joyce, R Bhola, J Wang, A Bhattarai et. al. Nature, 2021, doi: 10.1038/s41586-021-03897-2 * Simulation lengths: 500ns * System: A1AR bound with adenosine, Gi and MIPS521. * List of simulation trajectories: md-reimaged-100ps-sim1.nc md-reimaged-100ps-sim2.nc md-reimaged-100ps-sim3.nc * Stride: 100 ps / frame * AMBER topology/PDB files for loading the trajectories: sys-protein-amber.prmtop and sys-protein-amber.pdb<br>
DOI: 10.34740/kaggle/dsv/2637278
title: Turbulence modelling using machine learning
DOI: 10.6084/m9.figshare.16649308
title: A1AR-ADN-Gi

description: * Simulations described in the following paper: Positive allosteric mechanisms of adenosine A1 receptor-mediated analgesia, CJ Draper-Joyce, R Bhola, J Wang, A Bhattarai et. al. Nature, 2021, doi: 10.1038/s41586-021-03897-2 * Simulation lengths: 500ns * System: A1AR bound with adenosine and Gi. * List of simulation trajectories: md-reimaged-100ps-sim1.nc md-reimaged-100ps-sim2.nc md-reimaged-100ps-sim3.nc * Stride: 100 ps / frame * AMBER topology/PDB files for loading the trajectories: sys-protein-amber.prmtop and sys-protein-amber.pdb
DOI: 10.6084/m9.figshare.16649308.v1
title: A1AR-ADN-Gi

description: * Simulations described in the following paper: Positive allosteric mechanisms of adenosine A1 receptor-mediated analgesia, CJ Draper-Joyce, R Bhola, J Wang, A Bhattarai et. al. Nature, 2021, doi: 10.1038/s41586-021-03897-2 * Simulation lengths: 500ns * System: A1AR bound with adenosine and Gi. * List of simulation trajectories: md-reimaged-100ps-sim1.nc md-reimaged-100ps-sim2.nc md-reimaged-100ps-sim3.nc * Stride: 100 ps / frame * AMBER topology/PDB files for loading the trajectories: sys-protein-amber.prmtop and sys-protein-amber.pdb
DOI: 10.6084/m9.figshare.16649200
title: A1AR-ADN-MIPS521

description: * Simulations described in the following paper: Positive allosteric mechanisms of adenosine A1 receptor-mediated analgesia, CJ Draper-Joyce, R Bhola, J Wang, A Bhattarai et. al. Nature, 2021, doi: 10.1038/s41586-021-03897-2 * Simulation lengths: 1000ns * System: A1AR bound with adenosine and MIPS521. * List of simulation trajectories: md-reimaged-100ps-sim1.nc md-reimaged-100ps-sim2.nc md-reimaged-100ps-sim3.nc * Stride: 100 ps / frame * AMBER topology/PDB files for loading the trajectories: sys-protein-amber.prmtop and sys-protein-amber.pdb<br>
DOI: 10.6084/m9.figshare.16649200.v1
title: A1AR-ADN-MIPS521

description: * Simulations described in the following paper: Positive allosteric mechanisms of adenosine A1 receptor-mediated analgesia, CJ Draper-Joyce, R Bhola, J Wang, A Bhattarai et. al. Nature, 2021, doi: 10.1038/s41586-021-03897-2 * Simulation lengths: 1000ns * System: A1AR bound with adenosine and MIPS521. * List of simulation trajectories: md-reimaged-100ps-sim1.nc md-reimaged-100ps-sim2.nc md-reimaged-100ps-sim3.nc * Stride: 100 ps / frame * AMBER topology/PDB files for loading the trajectories: sys-protein-amber.prmtop and sys-protein-amber.pdb<br>
DOI: 10.5517/ccdc.csd.cc242y39
title: CCDC 1969030: Experimental Crystal Structure Determination

description: Related Article: Mei-Li Zhang, Ye Bai, Xiao-Gang Yang, Yan-Jin Zheng, Yi-Xia Ren, Ji-Jiang Wang, Min-Le Han, Fei-Fei Li, Lu-Fang Ma|2020|Dalton Trans.|49|9961|doi:10.1039/D0DT01810D
DOI: 10.5517/ccdc.csd.cc27xfzl
title: CCDC 2082920: Experimental Crystal Structure Determination

description: Related Article: Hua-Wei Liu|2021|CSD Communication|||
description: Related Article: Hua-Wei Liu, Dian-Liang Wang, Nan-Quan Jiang, Hai-Yan Li, Zhong-Jian Cai, Shun-Jun Ji|2021|Chem.Commun.|57|9618|doi:10.1039/D1CC03348D
DOI: 10.5517/ccdc.csd.cc27xl1t
title: CCDC 2083046: Experimental Crystal Structure Determination

description: Related Article: Yi-Wen Wang, Meng-Hua Li, Shu-Quan Zhang, Xin Fang, Mei-Jin Lin|2021|CrystEngComm|23|6267|doi:10.1039/D1CE00789K