cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.14551107.v1
title: Matrices showing the specific ecologies consensus genes that are found in multiple ecologies are abundant in.

description: There are 4 files here. Each is a binary matrix.<br>sig_genes_binary_mat_human_vs_non_gut.txt shows the specific ecologies that genes abundant in at least one human ecologies are in<br><br>AQUATIC_TERRESTRIAL_CONGENES_V2_SEQS_sigGenes_intersections_binary_mat.txt shows the specific ecologies that genes abundant in aquatic and terrestrial ecologies are in.<br><br>GUT_ENV_CONGENES_SEQS_sigGenes_intersections_binary_mat.txt shows the specific ecologies that genes abundant in gut and environmental ecologies are in.<br><br>HUMAN-GUT_NON-HUMAN-GUT_CONGENES_SEQS_V2_sigGenes_intersections_binary_mat.txt shows the specific ecologies that genes abundant in human gut and non human gut ecologies are in.<br><br><br>
DOI: 10.7284/140844
title: GNSS (Global Navigation Satellite System) data collected during research cruise SKQ202013S using a C&C C-Nav 3050 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.5517/ccdc.csd.cc276hcb
title: CCDC 2061821: Experimental Crystal Structure Determination

description: Related Article: David Gygi, Miguel I. Gonzalez, Seung Jun Hwang, Kay T. Xia, Yangzhong Qin, Elizabeth J. Johnson, François Gygi, Yu-Sheng Chen, Daniel G. Nocera|2021|J.Am.Chem.Soc.|143|6060|doi:10.1021/jacs.1c02630
DOI: 10.5517/ccdc.csd.cc276hdc
title: CCDC 2061822: Experimental Crystal Structure Determination

description: Related Article: David Gygi, Miguel I. Gonzalez, Seung Jun Hwang, Kay T. Xia, Yangzhong Qin, Elizabeth J. Johnson, François Gygi, Yu-Sheng Chen, Daniel G. Nocera|2021|J.Am.Chem.Soc.|143|6060|doi:10.1021/jacs.1c02630
DOI: 10.5517/ccdc.csd.cc276hfd
title: CCDC 2061823: Experimental Crystal Structure Determination

description: Related Article: David Gygi, Miguel I. Gonzalez, Seung Jun Hwang, Kay T. Xia, Yangzhong Qin, Elizabeth J. Johnson, François Gygi, Yu-Sheng Chen, Daniel G. Nocera|2021|J.Am.Chem.Soc.|143|6060|doi:10.1021/jacs.1c02630
DOI: 10.5517/ccdc.csd.cc276hgf
title: CCDC 2061824: Experimental Crystal Structure Determination

description: Related Article: David Gygi, Miguel I. Gonzalez, Seung Jun Hwang, Kay T. Xia, Yangzhong Qin, Elizabeth J. Johnson, François Gygi, Yu-Sheng Chen, Daniel G. Nocera|2021|J.Am.Chem.Soc.|143|6060|doi:10.1021/jacs.1c02630
DOI: 10.5517/ccdc.csd.cc276hhg
title: CCDC 2061825: Experimental Crystal Structure Determination

description: Related Article: David Gygi, Miguel I. Gonzalez, Seung Jun Hwang, Kay T. Xia, Yangzhong Qin, Elizabeth J. Johnson, François Gygi, Yu-Sheng Chen, Daniel G. Nocera|2021|J.Am.Chem.Soc.|143|6060|doi:10.1021/jacs.1c02630
DOI: 10.5517/ccdc.csd.cc276hjh
title: CCDC 2061826: Experimental Crystal Structure Determination

description: Related Article: David Gygi, Miguel I. Gonzalez, Seung Jun Hwang, Kay T. Xia, Yangzhong Qin, Elizabeth J. Johnson, François Gygi, Yu-Sheng Chen, Daniel G. Nocera|2021|J.Am.Chem.Soc.|143|6060|doi:10.1021/jacs.1c02630
DOI: 10.5517/ccdc.csd.cc276hkj
title: CCDC 2061827: Experimental Crystal Structure Determination

description: Related Article: David Gygi, Miguel I. Gonzalez, Seung Jun Hwang, Kay T. Xia, Yangzhong Qin, Elizabeth J. Johnson, François Gygi, Yu-Sheng Chen, Daniel G. Nocera|2021|J.Am.Chem.Soc.|143|6060|doi:10.1021/jacs.1c02630
DOI: 10.5517/ccdc.csd.cc276hlk
title: CCDC 2061828: Experimental Crystal Structure Determination

description: Related Article: David Gygi, Miguel I. Gonzalez, Seung Jun Hwang, Kay T. Xia, Yangzhong Qin, Elizabeth J. Johnson, François Gygi, Yu-Sheng Chen, Daniel G. Nocera|2021|J.Am.Chem.Soc.|143|6060|doi:10.1021/jacs.1c02630
DOI: 10.5517/ccdc.csd.cc276hml
title: CCDC 2061829: Experimental Crystal Structure Determination

description: Related Article: David Gygi, Miguel I. Gonzalez, Seung Jun Hwang, Kay T. Xia, Yangzhong Qin, Elizabeth J. Johnson, François Gygi, Yu-Sheng Chen, Daniel G. Nocera|2021|J.Am.Chem.Soc.|143|6060|doi:10.1021/jacs.1c02630
DOI: 10.5517/ccdc.csd.cc276hnm
title: CCDC 2061830: Experimental Crystal Structure Determination

description: Related Article: David Gygi, Miguel I. Gonzalez, Seung Jun Hwang, Kay T. Xia, Yangzhong Qin, Elizabeth J. Johnson, François Gygi, Yu-Sheng Chen, Daniel G. Nocera|2021|J.Am.Chem.Soc.|143|6060|doi:10.1021/jacs.1c02630
DOI: 10.5517/ccdc.csd.cc276hpn
title: CCDC 2061831: Experimental Crystal Structure Determination

description: Related Article: David Gygi, Miguel I. Gonzalez, Seung Jun Hwang, Kay T. Xia, Yangzhong Qin, Elizabeth J. Johnson, François Gygi, Yu-Sheng Chen, Daniel G. Nocera|2021|J.Am.Chem.Soc.|143|6060|doi:10.1021/jacs.1c02630
DOI: 10.5517/ccdc.csd.cc276hqp
title: CCDC 2061832: Experimental Crystal Structure Determination

description: Related Article: David Gygi, Miguel I. Gonzalez, Seung Jun Hwang, Kay T. Xia, Yangzhong Qin, Elizabeth J. Johnson, François Gygi, Yu-Sheng Chen, Daniel G. Nocera|2021|J.Am.Chem.Soc.|143|6060|doi:10.1021/jacs.1c02630
DOI: 10.5517/ccdc.csd.cc276hrq
title: CCDC 2061833: Experimental Crystal Structure Determination

description: Related Article: David Gygi, Miguel I. Gonzalez, Seung Jun Hwang, Kay T. Xia, Yangzhong Qin, Elizabeth J. Johnson, François Gygi, Yu-Sheng Chen, Daniel G. Nocera|2021|J.Am.Chem.Soc.|143|6060|doi:10.1021/jacs.1c02630
DOI: 10.5517/ccdc.csd.cc276hsr
title: CCDC 2061834: Experimental Crystal Structure Determination

description: Related Article: David Gygi, Miguel I. Gonzalez, Seung Jun Hwang, Kay T. Xia, Yangzhong Qin, Elizabeth J. Johnson, François Gygi, Yu-Sheng Chen, Daniel G. Nocera|2021|J.Am.Chem.Soc.|143|6060|doi:10.1021/jacs.1c02630
DOI: 10.5517/ccdc.csd.cc276hts
title: CCDC 2061835: Experimental Crystal Structure Determination

description: Related Article: David Gygi, Miguel I. Gonzalez, Seung Jun Hwang, Kay T. Xia, Yangzhong Qin, Elizabeth J. Johnson, François Gygi, Yu-Sheng Chen, Daniel G. Nocera|2021|J.Am.Chem.Soc.|143|6060|doi:10.1021/jacs.1c02630
DOI: 10.5517/ccdc.csd.cc276hvt
title: CCDC 2061836: Experimental Crystal Structure Determination

description: Related Article: David Gygi, Miguel I. Gonzalez, Seung Jun Hwang, Kay T. Xia, Yangzhong Qin, Elizabeth J. Johnson, François Gygi, Yu-Sheng Chen, Daniel G. Nocera|2021|J.Am.Chem.Soc.|143|6060|doi:10.1021/jacs.1c02630
DOI: 10.5517/ccdc.csd.cc276cf8
title: CCDC 2061699: Experimental Crystal Structure Determination

description: Related Article: David Gygi, Miguel I. Gonzalez, Seung Jun Hwang, Kay T. Xia, Yangzhong Qin, Elizabeth J. Johnson, François Gygi, Yu-Sheng Chen, Daniel G. Nocera|2021|J.Am.Chem.Soc.|143|6060|doi:10.1021/jacs.1c02630
DOI: 10.5517/ccdc.csd.cc276cg9
title: CCDC 2061700: Experimental Crystal Structure Determination

description: Related Article: David Gygi, Miguel I. Gonzalez, Seung Jun Hwang, Kay T. Xia, Yangzhong Qin, Elizabeth J. Johnson, François Gygi, Yu-Sheng Chen, Daniel G. Nocera|2021|J.Am.Chem.Soc.|143|6060|doi:10.1021/jacs.1c02630
DOI: 10.6084/m9.figshare.14531445
title: functional_annotations_of_all_ORFs

description: This is the concatenated prokka output from all ~14,000 samples. It shows the functional annotations of every ORF (1.6 billion) in our gene catalogs (including consensus and unclustered genes).
DOI: 10.6084/m9.figshare.14531445.v1
title: Functional annotations from prokka of all 1.6 billion predicted open-reading-frames

description: This is the concatenated prokka output from all ~14,000 samples. It shows the functional annotations of every ORF in our gene catalogs (including consensus and unclustered genes).
DOI: 10.26208/j8ck-8q93
title: Supplementary data, code, and information for ‘Evidence for a Modest Undercount Bias in Early Historical Atlantic Tropical Cyclone Counts’ (Mann et al. 2007)

description: We obtain new insights into the reliability of long-term historical Atlantic tropical cyclone (‘TC’) counts through the use of a statistical model that relates variations in annual Atlantic TC counts to climate state variables. We find that the existence of a substantial undercount bias in late 19th through mid 20th century TC counts is inconsistent with the statistical relationship between TC counts and climate.
DOI: 10.5255/ukda-sn-853577
title: Chinese Oil Companies and African Development Qualitative Data Collection, 2016-2018

description: The data comprises qualitative data derived from semi-structured interviews in China, Ghana, Nigeria and Sudan. In addition, there were short surveys with communities affected by oil investments in Nigeria and Ghana. In China data was collected during a workshop and the deliberations were full transcribed. The interviews and workshop discussions were transcribed and translated into English where necessary. Where audio recordings were not permitted researchers took field notes which also form part of the collection. There is also one expert report from Sudan where data collection proved highly sensitive (see Notes on access). The African data is organised by country and sub-divided by stakeholder groups which appear is separate folders. These are Chinese oil companies, African oil companies, international oil companies, suppliers, MDAs, civil society organisations, and communities. The China data is more limited and comprises field notes and workshop transcripts.
DOI: 10.26208/agy7-xg46
title: Supplementary data, code, and information for ‘The Influence of Climate State Variables on Atlantic Tropical Cyclone Occurrence Rates’ (Sabbatelli and Mann 2007)

description: We analyzed annual North Atlantic tropical cyclone (TC) counts from 1871-2004, considering three climate state variables—the El Niño/Southern Oscillation (ENSO), peak (August-October or ‘ASO’) Sea Surface Temperatures (SST) over the main development region (‘MDR’: 6-18N latitude, 20-60W), and the North Atlantic Oscillation (NAO)—thought to influence variations in annual TC counts on interannual and longer timescales. The unconditional distribution of TC counts is observed to be inconsistent with the null hypothesis of a fixed rate random (Poisson) process. However, using two different methods, we find that conditioning TC counts on just two climate state variables, ENSO and MDR SST, can account for much or all of the apparent non-random variations over time in TC counts. Based on statistical models of annual Atlantic TC counts developed in this study and current forecasts of climate state variables, we predicted m = 15 ± 4 total named storms for the 2007 season.
DOI: 10.26208/ak24-k071
title: Supplementary data, code, and information for ‘Smoothing of Climate Time Series Revisited’ (Mann 2008)

description: We present an easily implemented method for smoothing climate time series, generalizing upon an approach previously described by Mann (2004). The method adaptively weights the three lowest order time series boundary constraints to optimize the fit with the raw time series. We apply the method to the instrumental global mean temperature series from 1850 – 2007 and to various surrogate global mean temperature series from 1850 – 2100 derived from the CMIP3 multimodel intercomparison project. These applications demonstrate that the adaptive method systematically out-performs certain widely used default smoothing methods, and is more likely to yield accurate assessments of long-term warming trends
DOI: 10.26208/v9j7-1p65
title: Supplementary data, code, and information for ‘Robustness of Proxy-Based Climate Field Reconstruction Methods’ (Mann et al. 2007)

description: We present results from continued investigations into the fidelity of covariance-based climate field reconstruction (CFR) approaches used in proxy-based climate reconstruction. Our experiments employ synthetic ‘‘pseudoproxy’’ data derived from simulations of forced climate changes over the past millennium. Using networks of these pseudoproxy data, we investigate the sensitivity of CFR performance to signal-to-noise ratios, the noise spectrum, the spatial sampling of pseudoproxy locations, the statistical representation of predictors used, and the diagnostic used to quantify reconstruction skill. Our results reinforce previous conclusions that CFR methods, correctly implemented and applied to suitable networks of proxy data, should yield reliable reconstructions of past climate histories within estimated uncertainties. Our results also demonstrate the deleterious impact of a linear detrending procedure performed recently in certain CFR studies and illustrate flaws in some previously proposed metrics of reconstruction skill.
DOI: 10.26208/g4ba-yq27
title: Supplementary data, code, and information for ‘Atlantic Hurricane Trends linked to Climate Change’ (Mann et al. 2006)

description: Increases in key measures of Atlantic hurricane activity over recent decades are believed to reflect, in large part, contemporaneous increases in tropical Atlantic warmth [e.g., Emanuel, 2005]. Some recent studies [e.g., Goldenberg et al., 2001] have attributed these increases to a natural climate cycle termed the Atlantic Multidecadal Oscillation (AMO), while other studies suggest that climate change may instead be playing the dominant role [Emanuel, 2005; Webster et al., 2005]. Using a formal statistical analysis to separate the estimated influences of anthropogenic climate change from possible natural cyclical influences, this article presents results indicating that anthropogenic factors are likely responsible for long-term trends in tropical Atlantic warmth and tropical cyclone activity. In addition, this analysis indicates that late twentieth century tropospheric aerosol cooling has offset a substantial fraction of anthropogenic warming in the region and has thus likely suppressed even greater potential increases in tropical cyclone activity.
DOI: 10.5281/zenodo.4742651
title: LMAS Test Dataset

description: LMAS is an automated workflow enabling the benchmarking of traditional and metagenomic prokaryotic de novo assembly software using defined mock communities. LMAS expects reference sequences in tripled version as to to ensure that contigs can fully align even with start-end overlap and regardless of their starting position relative to that of the linearised reference sequence. Read data in paired-end form is required to be passed on for the assembler. As proof-of concept, the eight bacterial genomes and four plasmids, in tripled form, of the ZymoBIOMICS Microbial Community Standards are made available to be used as reference. Simulated raw sequence data of the mock communities with evenly distributed reads, generated from the reference genomes, is also available to be used as input for the assemblers. Project repository: https://github.com/cimendes/LMAS
DOI: 10.25318/4210001201-eng
title: Number of children in Canada

description: Number of children in census families, Canada, provinces, territories.
DOI: 10.26208/75hd-dh85
title: Supplementary data, code, and information for ‘Assessing Climate Change Impacts on Extreme Weather Events: The Case For an Alternative (Bayesian) Approach’ (Mann et al. 2017)

description: The conventional approach to detecting and attributing climate change impacts on extreme weather events is generally based on frequentist statistical inference wherein a null hypothesis of no influence is assumed, and the alternative hypothesis of an influence is accepted only when the null hypothesis can be rejected at a sufficiently high (e.g., 95% or p = 0.05) level of confidence. Using a simple conceptual model for the occurrence of extreme weather events, we show that if the objective is to minimize forecast error, an alternative approach wherein likelihoods of impact are continually updated as data become available is preferable. Using a simple proof of concept, we show that such an approach will, under rather general assumptions, yield more accurate forecasts. We also argue that such an approach will better serve society, in providing a more effective means to alert decision-makers to potential and unfolding harms and avoid opportunity costs. In short, a Bayesian approach is preferable, both empirically and ethically.
DOI: 10.5519/qd.h8gbsocm
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (0 records)
DOI: 10.25318/4210001201-fra
title: Nombre d’enfants en Canada

description: Nombre d’enfants dans les familles de recensement, Canada, provinces, territoires.
DOI: 10.15468/tvkdxr
title: Description of Paraxiopsis kensleyi n. sp., a new axiid lobster from the Gulf of Mexico (Crustacea: Decapoda: Axiidea)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Felder, Darryl L. (2021): Description of Paraxiopsis kensleyi n. sp., a new axiid lobster from the Gulf of Mexico (Crustacea: Decapoda: Axiidea). Zootaxa 4965 (1): 129-141, DOI: https://doi.org/10.11646/zootaxa.4965.1.6
DOI: 10.21227/3kfr-ct25
title: AoI-Aware Resource Allocation for Platoon-Based C-V2X Networks via Multi-Agent Multi-Task Reinforcement Learning

description: The figure depicts two algorithms.Modified MADDPG which trains two critics. The global critic which is trained at the RSU and the local critic exclusive for each agent.Modified MADDPG with Task decomposition: This algorithm is similar to the Modified MADDPG; however, in this algorithm, the local holistic reward function of each agent is further decomposed into multiple sub-reward functions based on the tasks each agent has to accomplish, and the task-wise value functions are learned separately.
DOI: 10.25318/4210001301-eng
title: Number of children with employed mothers

description: Number of children 0 to 5 years and 6 to 12 years with employed mothers, Canada, provinces.
DOI: 10.26208/46aq-dv58
title: Supplementary code for ‘Greenhouse Warming and Changes in the Seasonal Cycle of Temperature: Model Versus Observations’ (Mann and Park 1996)

description: Thomson [1995] argues that an enhanced green-house effect may be altering the seasonal cycle in temperature. We compare trends in the amplitude and phase of the seasonal cycle in observational temperature data in the northern hemisphere with the response of two general circulation models to increased CO2 concentrations. Sizeable amplitude decreases are observed in both models and observations. Significant phase delays (ie, later seasonal transitions) are found in the simulations, opposite to the phase advances isolated in the observations. The retreat of winter sea ice in high-latitude regions appears to explain the models' response to CO2 increase. Much of the variability in the observational data is not predicted by the models.
DOI: 10.25318/4210001301-fra
title: Nombre d’enfants dont la mère a un emploi

description: Nombre d’enfants de 0 à 5 ans et de 6 à 12 ans dont la mère a un emploi, Canada, provinces.
DOI: 10.26208/kdnx-dh62
title: Supplementary data and code for ‘Oscillatory Spatiotemporal Signal Detection in Climate Studies: A Multiple-Taper Spectral Domain Approach’ (Mann and Park 1999)

description: This chapter introduces a methodology for signal detection and reconstruction of irregular spatiotemporal oscillatory signals—the multiple-taper spectrum estimation method (MTM)–singular-value decomposition (SVD) methodology. This methodology is offered as an alternative technique which avoids most of the problems encountered in traditional techniques and provides an efficient exploratory method for climate signal detection. The associated signal-detection parameter—the local fractional variance spectrum (LFV) spectrum—yields the correct null distribution for a very general class of spatiotemporal climate noise processes and the correct inferences when signals are present. The methodology allows for a faithful reconstruction of the arbitrary spatiotemporal patterns of narrowband signals immersed in spatially correlated noise. The results of the MTM–SVD approach are robust to the temporal and spatial sampling inhomogeneities that are common in actual climate data. Applied to observational climate data, the MTM–SVD analysis yields insight into secular trends, low-frequency, and high-frequency quasi-oscillatory variations in the climate system. The dominant mode of secular variation has been a long-term global warming trend associated with some anomalous atmospheric circulation patterns that show similarity to the modeled response of the climate to increased greenhouse gases.
DOI: 10.5255/ukda-sn-854843
title: Validation of the Paediatric Symptom Checklist to Identify and Assess Psychosocial Problems among Early Adolescents in Chile, 2017

description: Background. The high prevalence of mental disorders in early adolescents, and its consequences, encourage the need for validated instruments to identify and assess psychosocial problems. Objectives: i) To evaluate the psychometric properties of the Pediatric Symptom Checklist (PSC) questionnaires (PSC-Y, 35 items, and PSC-17-Y) and its subscales (Attention, Internalizing and Externalizing subscales), including the assessment of the item structure, concurrent validity, and reliability; and ii) To assess possible associations between bullying experiences, school climate and school membership with psychological problems identified by the PSC questionnaire. Methods: A cross-sectional study was carried out in 39 schools in Santiago of Chile. The sample consisted of 3,968 adolescents aged between 10 and 11 years. Descriptive analysis of the Pediatric Symptom Checklist was performed along with measures of dimensionality, reliability, and correlations with a validated questionnaire exploring similar constructs, the Strengths and Difficulties Questionnaire. Finally, associations of bullying, school climate, and school membership with the three subscales of the PSC were explored. Results: Both versions of PSC had problems with item #7 (Act as if driven by motor), which did not load in any of the latent factors. It was removed from later analyses. The three-factor structure of PSC was confirmed. All remaining items had high factor loadings in their corresponded latent factors, and the reliably was high for the total scales (PSC-34-Y, ω=0.78; PSC-16-Y, ω=0.94) and for the subscales of PSC-16-Y (Attention, ω=0.77; Internalizing, ω=0.79; Externalizing, ω=0.78). The goodness of fit was adequate, and the correlation between PSC subscales and SDQ subscales was high. Victimization and perpetration were associated with all PSC subscales, and higher school climate and stronger school memberships were negatively associated with PSC symptoms. Conclusions: The current findings seem to demonstrate that the PSC is a valid and reliable instrument to identify and assess psychosocial problems in early adolescents.
DOI: 10.26208/3x58-zk94
title: Supplementary data, code, and information for ‘Atlantic hurricanes and climate over the past 1,500 years’ (Mann et al. 2009) 

description: Atlantic tropical cyclone activity, as measured by annual storm counts, reached anomalous levels over the past decade. The short nature of the historical record and potential issues with its reliability in earlier decades, however, has prompted an ongoing debate regarding the reality and significance of the recent rise. Here we place recent activity in a longer-term context by comparing two independent estimates of tropical cyclone activity over the past 1,500 years. The first estimate is based on a composite of regional sedimentary evidence of landfalling hurricanes, while the second estimate uses a previously published statistical model of Atlantic tropical cyclone activity driven by proxy reconstructions of past climate changes. Both approaches yield consistent evidence of a peak in Atlantic tropical cyclone activity during medieval times (around AD 1000) followed by a subsequent lull in activity. The statistical model indicates that the medieval peak, which rivals or even exceeds (within uncertainties) recent levels of activity, results from the reinforcing effects of La-Nin˜a-like climate conditions and relative tropical Atlantic warmth.
DOI: 10.25318/4210001401-eng
title: Number of students enrolled in kindergarten

description: Number of students enrolled in Junior Kindergarten and in Kindergarten, Canada, provinces, territories.