cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5519/qd.6ybdf3ku
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.21227/tbym-bd57
title: Instantaneous Signal Collision Detection Using In-Band Full-Duplex: Machine Learning VS Domain-specific Knowledge

description: Collision detection (CD) is a key capability of carrier sense multiple access (CSMA) based medium access control (MAC) protocol. Applying CD, the transmitter can abort transmission immediately so that the power can be saved. This technique does not need the peer receiver to give feedback on whether there is a packet collision, and hence, the overall overhead is significantly low. The challenge, however, is to operate in transmit time and instantly detect the week colliding signal in the presence of strong self-interference (SI). Using this dataset, we investigate two CD methods and compares them regarding the detection performance and the false alarm rate. The first method trains a convolutional neural network (CNN) model which operates on raw baseband samples, without the need for pre-decoding. The second method treats the SI as a normal signal and estimates the signal to noise ratio (SNR): low SNR implies there is a collision because the pure SI is expected to have high SNR. Both models are evaluated by IEEE 802.15.4-like measured and simulated signals, available in the dataset. The results show that collisions up to 30 dB below the SI signal can be detected precisely within 20 us, while the proposed models can deliver an acceptably low false alarm rate &lt; 1.5%.
DOI: 10.21227/tm64-fw83
title: High resolution profiles of residential appliances

description: This dataset includes high-resolution (1 s) power and reactive power profiles of household appliances. The dataset consists of ground truth data from a European household, laboratory measurements and few artificial created data. Specifically, the dataset includes data for TV, washing machine, toaster, iron, hairdryer, dish washer, PC, refrigerator, air-conditioner unit, range, dryer, heat pump (different modes of operation), BEV, water heater, light bulb and always-on load profiles.
DOI: 10.5281/zenodo.3672798
title: Time-of-flight neutron tomography

description: This dataset contains the wavelength-resolved neutron tomography of a contrast sample imaged with the time-of-flight (TOF) transmission imaging method at the IMAT beamline at the ISIS pulsed neutron source. The sample is made of several polycrystalline materials: nickel, iron, titanium, lead, copper and aluminium The data are pre-processed for the detector event overlap correction, binned in the TOF axis and cropped. The datasets can be used for replicating the tomographic reconstruction as described in (Carminati et al 2020, https://doi.org/10.1107/S1600576720000151), or for further analysis.
description: {"references": ["https://doi.org/10.1107/S1600576720000151"]}
DOI: 10.5281/zenodo.3672797
title: Time-of-flight neutron tomography

description: This dataset contains the wavelength-resolved neutron tomography of a contrast sample imaged with the time-of-flight (TOF) transmission imaging method at the IMAT beamline at the ISIS pulsed neutron source. The sample is made of several polycrystalline materials: nickel, iron, titanium, lead, copper and aluminium The data are pre-processed for the detector event overlap correction, binned in the TOF axis and cropped. The datasets can be used for replicating the tomographic reconstruction as described in (Carminati et al 2020, https://doi.org/10.1107/S1600576720000151), or for further analysis.
description: {"references": ["https://doi.org/10.1107/S1600576720000151"]}
DOI: 10.5281/zenodo.3968784
title: Codes used to identify hospital complications in validation of Charlson comorbidity index ICD-10 for the US

description: Codes used to identify hospital complications in validation of Charlson comorbidity index ICD-10 for the US.
DOI: 10.5281/zenodo.3968783
title: Codes used to identify hospital complications in validation of Charlson comorbidity index ICD-10 for the US

description: Codes used to identify hospital complications in validation of Charlson comorbidity index ICD-10 for the US.
DOI: 10.6073/pasta/c96d8d437d62bff1ff7cc61bc7dad09d
title: NOAA Daily Surface Meteorologic Data at NCDC Miami International Airport Station (ID-085663)(FCE LTER), South Florida from January 1948 to Present

description: The National Climatic Data Center's (NOAA) daily mean, maximum, and minimum air temperatures and daily precipitation collected at Miami International Airport Station (Coop ID- 085663).
DOI: 10.5519/qd.arsl39hp
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (281 records)
DOI: 10.3886/e117867v1
title: STEM teachers

description: Qualified science, technology, engineering, and mathematics (STEM) teachers are critical in the provision of high-quality STEM education for all students. Through descriptive and regression analysis, we document how demographic characteristics, qualifications, and turnover rates of a nationally representative sample of public school STEM teachers have changed from 1988 to 2012. Over this time period, STEM teachers are more likely to be female, attend selective colleges, have graduate degrees, and have STEM qualifications. Although STEM teachers are no more likely to turn over than other teachers, this masks differential rates between high- and low-poverty schools. Moreover, our results highlight the importance of recruiting qualified STEM teachers to work in high-poverty schools and providing supports to help them thrive and remain in the classroom.
DOI: 10.3886/e117867
title: STEM teachers

description: Qualified science, technology, engineering, and mathematics (STEM) teachers are critical in the provision of high-quality STEM education for all students. Through descriptive and regression analysis, we document how demographic characteristics, qualifications, and turnover rates of a nationally representative sample of public school STEM teachers have changed from 1988 to 2012. Over this time period, STEM teachers are more likely to be female, attend selective colleges, have graduate degrees, and have STEM qualifications. Although STEM teachers are no more likely to turn over than other teachers, this masks differential rates between high- and low-poverty schools. Moreover, our results highlight the importance of recruiting qualified STEM teachers to work in high-poverty schools and providing supports to help them thrive and remain in the classroom.
DOI: 10.25345/c58t21
title: MassIVE MSV000084993 - Site specific glycosylation analysis of coronavirus spike proteins
title: Site specific N-linked glycosylation analysis of coronavirus spike proteins
DOI: 10.5281/zenodo.3672157
title: Thiamethoxam impairs honey bee visual learning, alters decision times, and increases abnormal behaviors

description: Learning is important for honey bee fitness and the pollination services they provide. Neonicotinoid pesticides impair learning, fitness, colony health, and pollination, but most studies on how they affect bee learning have focused on olfactory learning. We tested the effects of field realistic doses of 0.8 ng/bee and 1.34 ng/bee of the neonicotinoid pesticide, thiamethoxam (TMX), on bee visual learning. We adapted a T-maze bioassay and classically conditioned bees to associate sugar rewarded with a simulated flower color (blue or yellow light) in a choice assay. At 1.34 ng/bee, TMX significantly reduced correct choices in the final learning trial as compared to the control treatment. There was no TMX effect in our 1-hour memory test. We found stronger effects on decision time and abnormal behaviors. TMX decreased bee decision times, a potential byproduct of induced hyperactivity induced since bees walked to make choices. Behaviors (falling, trembling, and rapid abnormal movements) were significantly increased by both TMX doses as compared to the control dose. These results suggest that the effects of neonicotinoids on bee visual learning should be further studied and incorporated into Risk Assessment protocols.
description: neonicotinoid; Apis mellifera; classical conditioning; color learning; laboratory assay; risk assessments
DOI: 10.5281/zenodo.3672156
title: Thiamethoxam impairs honey bee visual learning, alters decision times, and increases abnormal behaviors

description: Learning is important for honey bee fitness and the pollination services they provide. Neonicotinoid pesticides impair learning, fitness, colony health, and pollination, but most studies on how they affect bee learning have focused on olfactory learning. We tested the effects of field realistic doses of 0.8 ng/bee and 1.34 ng/bee of the neonicotinoid pesticide, thiamethoxam (TMX), on bee visual learning. We adapted a T-maze bioassay and classically conditioned bees to associate sugar rewarded with a simulated flower color (blue or yellow light) in a choice assay. At 1.34 ng/bee, TMX significantly reduced correct choices in the final learning trial as compared to the control treatment. There was no TMX effect in our 1-hour memory test. We found stronger effects on decision time and abnormal behaviors. TMX decreased bee decision times, a potential byproduct of induced hyperactivity induced since bees walked to make choices. Behaviors (falling, trembling, and rapid abnormal movements) were significantly increased by both TMX doses as compared to the control dose. These results suggest that the effects of neonicotinoids on bee visual learning should be further studied and incorporated into Risk Assessment protocols.
description: neonicotinoid; Apis mellifera; classical conditioning; color learning; laboratory assay; risk assessments
DOI: 10.5281/zenodo.3678622
title: Dynamic spectrum of 2MASSW J1047539+212423 observed by the Karl G. Jansky Very Large Array, as a Numpy save file

description: These files contains the dynamic spectrum data of the brown dwarf 2MASSW J1047539+212423 as extracted from observations made with the Karl G. Jansky Very Large Array. The observations are described in Allers et al. (2020; forthcoming) and the analysis scripts are made available in the Git repository https://github.com/johannavos/BDwindspeeds .
DOI: 10.5281/zenodo.3678623
title: Dynamic spectrum of 2MASSW J1047539+212423 observed by the Karl G. Jansky Very Large Array, as a Numpy save file

description: These files contains the dynamic spectrum data of the brown dwarf 2MASSW J1047539+212423 as extracted from observations made with the Karl G. Jansky Very Large Array. The observations are described in Allers et al. (2020; forthcoming) and the analysis scripts are made available in the Git repository https://github.com/johannavos/BDwindspeeds .
DOI: 10.5519/qd.59da65lj
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (2351025 records)
DOI: 10.6073/pasta/44cec1d3e0163fc596b2fee7e4502c45
title: Rodent abundance and biomass data across grassland-shrubland ecotones at 3 sites in the Jornada Basin, 2004-ongoing

description: The objective of this ongoing study is to investigate how pulses of precipitation translate into pulses of plant aboveground net primary productivity (ANPP) and how the small mammal community responds to such changes in relation to shrub gradients in northern Chihuahuan Desert landscapes. This dataset contains estimates of rodent relative abundance and total biomass annually in three habitat vegetation zones (grassland, ecotone, and mesquite shrubland) at three grassland-to-shrubland ecotone sites in the Jornada Basin, Dona Ana County, New Mexico, USA. This data set is derived from rodent capture data available in data package knb-lter-jrn.210262008.
DOI: 10.25387/g3.11798448
title: Supplemental Material for Vassiliadis et al., 2020

description: Supplemental files for Vassiliadis et al. 2020. File S1 contains supplementary figures. File S2 contains supplementary tables. Whole genome sequencing datasets generated in this study have been deposited in the NCBI Sequence Read Archive (SRA) under study accession PRJNA594219. RNA-seq and ChIP-seq datasets have been deposited in the NCBI Gene Expression Omnibus (GEO) under study accessions GSE141715 (RNA-seq) and GSE141744 (ChIP-seq).
DOI: 10.25387/g3.11798448.v1
title: Supplemental Material for Vassiliadis et al., 2020

description: Supplemental files for Vassiliadis et al. 2020. File S1 contains supplementary figures. File S2 contains supplementary tables. Whole genome sequencing datasets generated in this study have been deposited in the NCBI Sequence Read Archive (SRA) under study accession PRJNA594219. RNA-seq and ChIP-seq datasets have been deposited in the NCBI Gene Expression Omnibus (GEO) under study accessions GSE141715 (RNA-seq) and GSE141744 (ChIP-seq).
DOI: 10.5281/zenodo.3628453
title: Execution Traces of an MNIST Workflow on a Serverless Edge Testbed

description: For the evaluation of a Serverless Edge Computing platform, we built an Edge Cloud testbed consisting of several machines: A Cloud VM An Nvidia Jetson TX Four Raspberry Pi 3b+ Two Intel NUCs with i5 processors We were interested in profiling these devices with a Machine Learning workflow deployed as a serverless application. To that end, we implemented three functions: Preprocessing, Training, and Serving as OpenFaaS functions. The workflow trains an MNIST model.
DOI: 10.5281/zenodo.3628454
title: Execution Traces of an MNIST Workflow on a Serverless Edge Testbed

description: For the evaluation of a Serverless Edge Computing platform, we built an Edge Cloud testbed consisting of several machines: A Cloud VM An Nvidia Jetson TX Four Raspberry Pi 3b+ Two Intel NUCs with i5 processors We were interested in profiling these devices with a Machine Learning workflow deployed as a serverless application. To that end, we implemented three functions: Preprocessing, Training, and Serving as OpenFaaS functions. The workflow trains an MNIST model.
DOI: 10.7910/dvn/hxxuhs/5o9skt
title: DIM_PUBLICATIONS_INFO.tab

description: :unav
DOI: 10.7910/dvn/hxxuhs/zzersq
title: DIM_PHASES.tab

description: :unav
DOI: 10.7910/dvn/hxxuhs/fw4itk
title: FACT_PUBLICATIONS.tab

description: :unav
DOI: 10.7910/dvn/hxxuhs/zynyk8
title: DIM_CRPS.tab

description: :unav
DOI: 10.25739/p39b-dz61
title: Time-series image data for the sorghum association panel collected in UNL-GIC in 2017

description: This dataset includes RGB and hyperspectral sorghum image datasets collected at multiple time points at UNL-GIC. The RGB images are in the normal png format and the hyperspectral image cubes have been converted to a 3d python numpy array file. Researchers may try to extract many of plant morphological traits using general image processing approaches or machine learning based techniques. In the corresponding publication, we measured the plant height in RGB images and conducted the semantic segmentation to measure more plant morphological traits using different machine learning algorithms in hyperspectral images.
DOI: 10.7910/dvn/auwny8/tyg3eq
title: DIM_PHASES.tab

description: :unav
DOI: 10.7910/dvn/auwny8/ikrdcu
title: DIM_ALTMETRICS_INFO.tab

description: :unav
DOI: 10.7910/dvn/auwny8/ft5z1r
title: FACT_ALTMETRICS.tab

description: :unav
DOI: 10.7910/dvn/auwny8/yjcbrj
title: DIM_CRPS.tab

description: :unav
DOI: 10.3886/e117869v1
title: Challenges to Ebola preparedness during an ongoing outbreak

description: Ebola Virus Disease in the Democratic Republic of Congo (DRC) was declared a public health emergency of international concern on July 17, 2019. The first case to cross the border into Uganda in June 2019 demonstrates the importance of better understanding border dynamics in a context of Ebola. This paper adopts a political economy approach to contextualize epidemic response programs conducted in moderate- and high-risk border districts in Uganda, through a qualitative study with 287 participants. To that end, our aim was to describe the historical underpinnings of the borderlands context; the role of livelihood strategies in constraining risk avoidance decisions; and the dynamics of trust in authority figures, including health workers. This paper reports that border communities are highly connected, for a variety of social and economic reasons. These daily realities are in direct opposition to guidance to limit travel during an active Ebola epidemic. We argue that an ability to limit movement is constrained by the economic need to seek livelihood strategies wherever that may be. Moreover, border regions are populated by communities with long-standing distrust in authority figures, particularly in fishing areas. This distrust spills over with consequences for Ebola prevention and control activities. This research indexes the importance of Ebola programming and policies to be tailored to consider the political and economic dynamics of borderlands.
description: face-to-face interview~~
description: The study population (N = 287) included youth and adults, sampled from various sectors of the community.
description: A total of 25 focus group discussions (n = 200 participants), key informant interviews (n = 87), and field notes were gathered from the 17 moderate- and high-risk districts in Uganda. Participants were sampled using a non-probability strategy, purposively selected based on cultural grouping and time spent in the community, with variable ages, gender, types of work, education levels and religion.
DOI: 10.3886/e117869
title: Challenges to Ebola preparedness during an ongoing outbreak

description: Ebola Virus Disease in the Democratic Republic of Congo (DRC) was declared a public health emergency of international concern on July 17, 2019. The first case to cross the border into Uganda in June 2019 demonstrates the importance of better understanding border dynamics in a context of Ebola. This paper adopts a political economy approach to contextualize epidemic response programs conducted in moderate- and high-risk border districts in Uganda, through a qualitative study with 287 participants. To that end, our aim was to describe the historical underpinnings of the borderlands context; the role of livelihood strategies in constraining risk avoidance decisions; and the dynamics of trust in authority figures, including health workers. This paper reports that border communities are highly connected, for a variety of social and economic reasons. These daily realities are in direct opposition to guidance to limit travel during an active Ebola epidemic. We argue that an ability to limit movement is constrained by the economic need to seek livelihood strategies wherever that may be. Moreover, border regions are populated by communities with long-standing distrust in authority figures, particularly in fishing areas. This distrust spills over with consequences for Ebola prevention and control activities. This research indexes the importance of Ebola programming and policies to be tailored to consider the political and economic dynamics of borderlands.
description: face-to-face interview~~
description: The study population (N = 287) included youth and adults, sampled from various sectors of the community.
description: A total of 25 focus group discussions (n = 200 participants), key informant interviews (n = 87), and field notes were gathered from the 17 moderate- and high-risk districts in Uganda. Participants were sampled using a non-probability strategy, purposively selected based on cultural grouping and time spent in the community, with variable ages, gender, types of work, education levels and religion.
DOI: 10.25387/g3.11858025
title: Supplemental Material for Bhandari et al., 2020

description: Figure S1 demonstrates that the RNAi knockdown of suppressor candidates do not cause embryonic lethality in a wild-type genetic background. Figure S2 shows the specificity of the <i>C. elegans</i> anti-TOP-2 antibody. Table S1 is a list of the <i>C. elegans</i> strains used in this study. Table S2 shows that RNAi of suppressor candidates in the suppressor background does not reverse suppression.
DOI: 10.25387/g3.11858025.v1
title: Supplemental Material for Bhandari et al., 2020

description: Figure S1 demonstrates that the RNAi knockdown of suppressor candidates do not cause embryonic lethality in a wild-type genetic background. Figure S2 shows the specificity of the <i>C. elegans</i> anti-TOP-2 antibody. Table S1 is a list of the <i>C. elegans</i> strains used in this study. Table S2 shows that RNAi of suppressor candidates in the suppressor background does not reverse suppression.
DOI: 10.25345/c5540f
title: MassIVE MSV000084994 - Supplementary Dataset 11b - SILAC data for HEK293T-Subtiligase-Y217K-TM Pervanadate treated vs untreated
title: This dataset contains SILAC data for HEK293T-Subtiligase-Y217K-TM cells, pervanadate treated vs untreated. In Q20180417-03 and Q20180417-05, light cells were pervanadate treated and heavy cells were the control. In Q20180417-07 and Q20180417-09, heavy cells were pervanadate treated and light cells were the control.
DOI: 10.5281/zenodo.3678535
title: Model outputs: Vegetation biomass change in China in the 20th century: An assessment based on a combination of multi-model simulations and field observations

description: This dataset contains six model outputs of vegetation biomass on plant functional type level and total vegetation biomass on grid cell with and without bias-correction in different sensitivity experiments, as described in Readme.txt.
DOI: 10.5281/zenodo.3678534
title: Model outputs: Vegetation biomass change in China in the 20th century: An assessment based on a combination of multi-model simulations and field observations

description: This dataset contains six model outputs of vegetation biomass on plant functional type level and total vegetation biomass on grid cell with and without bias-correction in different sensitivity experiments, as described in Readme.txt.
DOI: 10.5281/zenodo.3678700
title: feedbackeeg

description: data
DOI: 10.5281/zenodo.3678701
title: feedbackeeg

description: data
DOI: 10.25345/c5198z
title: MassIVE MSV000084995 - Supplementary Dataset 11c - SILAC data for HEK293T-Subtiligase-Y217D-TM Pervanadate treated vs untreated
title: This dataset contains SILAC data for HEK293T-subtiligase-Y217D-TM cells, pervanadate treated vs. untreated. In Q20180422-04, light cells were pervanadate treated and heavy cells were the control. In Q20180422-08 and Q20180422-10, heavy cells were pervanadate treated and light cells were the control.