cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/cmfbkdz4f6.1
title: Anticyclonic Rossby wave breaking (AWB)-associated vertical wind shear anomalies, 1979-2019

description: This repository comprises data generated for the study "Winter Rossby Wave Breaking Persistence in Extended-range Seasonal Forecasts of Atlantic Tropical Cyclone Activity" (Jones et al. 2021). The repository includes: 
i)	The first four leading modes of tropical Atlantic vertical wind shear (seasonal); 
ii)	Six-hourly (0Z, 6Z, 12Z, 18Z), monthly and seasonal indices of vertical wind shear anomalies associated with the downstream edge of anticyclonic Rossby wave breaking (AWB) detected over the North Atlantic region (20-40N, 100-5W); 
iii)   An index of subtropical zonal wind anomalies projected against the correlation pattern between the second leading mode of July-September tropical Atlantic vertical wind shear and the January-March 200 hPa zonal wind field.

The reanalysis dataset used is the ECMWF ERA-5 Reanalysis dataset. The wave breaking detection algorithm used to generate this index is outlined in Papin et al. (2020) and calculation of the AWB-associated shear is outlined in Jones et al. (2020). The data captures the main drivers (both tropical and subtropical) of summer tropical Atlantic vertical wind shear and is used in our study to quantify the added skill in extended-range statistical forecasts of tropical cyclone activity. For the original scripts that produced the archived indices, please contact the author at jhordanne.jones@colostate.edu or jhrdnnjones3@gmail.com.
DOI: 10.17632/mxz9r5wmv9.3
title:  Timing of prescribed burns impacts plant diversity but not investment in pollinator recruitment in a tallgrass prairie

description: Utilizing three seasons of burn (spring, summer, and fall), we examined the effects of prescribed fire on forb abundance and diversity as well as nectar sucrose concentration in a tallgrass prairie near Emporia, Kansas. Our findings were that summer-burned plots had the highest diversity of budding and flowering forbs closely followed by fall-burned plots and then spring-burned plots. Abundance of forbs as well as nectar sucrose concentrations were not effected by season of burn. The attached datasets include our nectar sucrose concentration data for two milkweed species (A. tuberosa and A. viridis) as well as the plant survey data from all 9 plots. For our plant surveys, we used abundances and effective species numbers to calculate our forb density and diversity.
DOI: 10.17632/m2y7jpz4wz.1
title: TB 10-drug DiaMOND compendium

description: Our goal was to use systematic drug combination data from in vitro studies to prioritize drug combinations for in vivo study. We used DiaMOND (DOI: 10.1126/sciadv.1701881) to systematically measure drug combination interactions and potencies against Mycobacterium tuberculosis (Erdman strain). This dataset includes all 1-, 2-, and 3-way combinations of a 10-drug set of antibiotics in eight different in vitro models. With these data, we demonstrated that treatment outcomes in two important preclinical mouse models could be predicted using signatures of drug interaction and potency metrics. File 1 (Data cube) includes the antibiotics, in vitro models, time points, and dose-response metrics. File 2 (IC90) includes the 90% inhibitory concentration of the 10 antibiotics in each in vitro model at the terminal time point. File 3 (Abbreviations) includes abbreviations and descriptions used in the Data cube and IC90 files. These data and more detailed descriptions of the experiments and analysis are in Larkins-Ford et al 2021.
DOI: 10.48370/ofd/oucw6l/hcc00r
title: HMW_Monotropa_hypopitys_L._s._str._H_4697.jpg

description: :unav
DOI: 10.48370/ofd/oucw6l
title: Korzeniówka pospolita (Monotropa hypopitys L. s. str.), 4697

description: Herbarium
DOI: 10.17632/c8sxdwds5x.1
title: IETeasy: an open source and low-cost instrument for impulse excitation technique, applied to materials classification by acoustical and mechanical properties assessment

description: In the past twenty years, impulse excitation technique (IET) has become a widelydiffused non-destructive technique in metal industry field.  This success resides in its capability todetermine with high precision and accuracy some elastic properties of materials, such as Young’smodulus, shear modulus and Poisson’s ratio.  The technique, which is very fast andnon-destructive, consists in exciting a sample by a mechanical input and registering the acousticoutput that, once analyzed by Fast Fourier-Transformation (FFT), provides the resonantfrequencies of the sample, with a fast data analysis procedure.  The approach is thus very easy tobe applied to most materials and cost and time effective.  Despite these many advantages, IET isstill an under exploited technique in academic research centres, that mainly rely on traditionaldestructive methods for the evaluation of such properties, for instance by the measurement ofstrain-stress curves.  Commercial IET instruments, similarly to traditional ones, have costsspanning from many hundreds to thousands of dollars, limiting their diffusion in academic worldbut also in small companies with limited R&D or quality control expenses.  Non-professionalinstruments can also give very precise results and can be successfully used in basic research and inquality control even if not certified as commercial ones.  Moreover they can be easily customizedaccording to specific user needs and sample features.  Since no examples of low cost IET designscan still be found in the scientific literature, we fill the gap in this paper, giving instructions for aself-assembled instrument for IET analysis, with a cost in the range of 70-85 USD. Moreover, thecollected calibration data are analyzed to prove that the instrument can be used for otherpurposes than the common elastic properties determination, but also for a fast and cheapmaterial characterization exploiting a multivariate analysis approach.  Calibration results showthat IETeasy can be used in both academic and industrial field for quality control purposes as alow-cost, fast and efficient alternative to tensometers.  Principal component analysis, applied inthis paper for the first time to IET data analysis, was able to distinguish and classify steel fromAl or Cu alloys from polymers, but also different steel grades, demonstrating its potential inmassive and eventually automatic IET data analysis.  Calculated mechanical properties fittedwith good approximation the ranges expected for each sample.

In the present dataset, .stl files for the 3D printed version of the IETeasy, design files (pictures of the assembled instrument) and visual instructions are supplied.
DOI: 10.48370/ofd/9fd76t/jkmewz
title: HMW_Monotropa_hypopitys_L._s._str._H_5153.jpg

description: :unav
DOI: 10.48370/ofd/9fd76t
title: Korzeniówka pospolita (Monotropa hypopitys L. s. str.), 5153

description: Herbarium
DOI: 10.48370/ofd/2ub0c5/lfi25x
title: HMW_Monotropa_hypopitys_L._s._str._H_0571.jpg

description: :unav
DOI: 10.48370/ofd/2ub0c5
title: Korzeniówka pospolita (Monotropa hypopitys L. s. str.), 571

description: Herbarium
DOI: 10.48370/ofd/9nwuvv/cc9nhg
title: HMW_Monotropa_hypopitys_L._s._str._H_7383.jpg

description: :unav
DOI: 10.48370/ofd/9nwuvv
title: Korzeniówka pospolita (Monotropa hypopitys L. s. str.), 7383

description: Herbarium
DOI: 10.48370/ofd/pcne5c/sf9hgp
title: HMW_Monotropa_hypopitys_L._s._str._H_7384.jpg

description: :unav
DOI: 10.48370/ofd/pcne5c
title: Korzeniówka pospolita (Monotropa hypopitys L. s. str.), 7384

description: Herbarium
DOI: 10.48370/ofd/xhcd3s/louygy
title: HMW_Monotropa_hypopitys_L._s._str._H_7385.jpg

description: :unav
DOI: 10.48370/ofd/xhcd3s
title: Korzeniówka pospolita (Monotropa hypopitys L. s. str.), 7385

description: Herbarium
DOI: 10.15468/chsb2x
title: A new species of Oncotophasma Rehn, 1904 (Phasmida: Diapheromeridae) from Colombia

description: This dataset contains the digitized treatments in Plazi based on the original journal article Murcia, Andres David, Cadena-Castañeda, Oscar J., Silva, Daniela Santos Martins (2020): A new species of Oncotophasma Rehn, 1904 (Phasmida: Diapheromeridae) from Colombia. Insecta Mundi 2020 (819): 1-7, DOI: http://doi.org/10.5281/zenodo.5353634
DOI: 10.48370/ofd/eh93sh/nug55f
title: HMW_Iris_sibirica_L._H_1202.jpg

description: :unav
DOI: 10.48370/ofd/eh93sh
title: Kosaciec syberyjski (Iris sibirica L.), 1202

description: Herbarium
DOI: 10.48370/ofd/mqgyle/6o5zub
title: HMW_Iris_sibirica_L._H_3162.jpg

description: :unav
DOI: 10.48370/ofd/mqgyle
title: Kosaciec syberyjski (Iris sibirica L.), 3162

description: Herbarium
DOI: 10.48370/ofd/xq1ekt/mibugi
title: HMW_Iris_sibirica_L._H_5692.jpg

description: :unav
DOI: 10.48370/ofd/xq1ekt
title: Kosaciec syberyjski (Iris sibirica L.), 5692

description: Herbarium
DOI: 10.48370/ofd/vfbbo9/ya8vpr
title: HMW_Iris_sibirica_L._H_6186.jpg

description: :unav
DOI: 10.48370/ofd/vfbbo9
title: Kosaciec syberyjski (Iris sibirica L.), 6186

description: Herbarium
DOI: 10.48370/ofd/rsz7dn/lqmcjy
title: HMW_Iris_sibirica_L._H_6611.jpg

description: :unav
DOI: 10.48370/ofd/rsz7dn
title: Kosaciec syberyjski (Iris sibirica L.), 6611

description: Herbarium
DOI: 10.21227/kzr6-de46
title: BlockChain Security Issues

description: What is a Blockchain?Merriam-Webster dictionary defines blockchain as,A digital database containing information (such as records of financial transactions) that can be simultaneously used and shared within a large decentralized, publicly accessible network.6 Types of Attacks on Blockchain1. 51% Attacks (Sybil Attacks)2. Double Spending Attacks3. Routing Attacks4. Private Key Security Attacks5. Selfish Mining Attacks6. Vulnerable Smart ContactsPreventing Blockchain Security IssuesUsing Proof of Stake instead of Proof of Work can help prevent the 51% attacks. As the decision will be made by users who are already in control of the majority of coins.There are a number of algorithms to prevent Sybil attacks. One of which called Proof of Work is implemented in the majority of cryptocurrencies.It is important to keep a check on the mining pools of your blockchain. Ensure that any pool that breaches a limit of 40%, gets some of its miners diverted to other pools.The use of secure routing protocols (one with certificates) can help prevent routing attacks on the blockchain.Smart contacts need to be thoroughly vetted for any bugs by experts before implementation.Build a robust community of your blockchain users and update them via emails, newsletters, etc regarding safe private key storage practices.Related Resouce - SaaS Security
DOI: 10.48370/ofd/2zdzeu/bdyv6w
title: HMW_Iris_pseudacorus_L._H_1504.jpg

description: :unav
DOI: 10.48370/ofd/2zdzeu
title: Kosaciec żółty (Iris pseudacorus L.), 1504

description: Herbarium
DOI: 10.17632/476xg7tvpk.1
title: Perspectivas futuras relativas aos tópicos do mapa conceitual elaborado na aula do dia 23 de Agosto de 2021 no contexto da disciplina aplicações educacionais da música pós-2020: da criatividade cotidiana à música ubíqua (PPGM/ UFPB)

description: A hipótese sustenta que a especulação com base em dados científicos pode sugerir perspectivas conceituais e caminhos científicos importantes para se pensar e discutir o futuro da área da música. Enquanto resultados, diferentes perspectivas sobre possíveis futuros para o campo da música foram elaboradas. Estas se relacionam com o processo de registro fonográfico; mídias; síntese sonora; rádio e radiocomunicação; informações musicais, sua reprodução e sua distribuição; inteligência artificial; aspectos espirituais relacionados à música; conceitos não ocidentais sobre música; aspectos psicoacústicos; aspectos psicofisiológicos do som; espacialização sonora e som como arma. Para a devida interpretação do documento, deve-se ter em mente que a iniciativa teve o intuito de possibilitar um vislumbre do campo da música no ano de 2121, ou seja, cem anos após a época na qual vivemos. Adicionalmente, a revisão de literatura sobre a imortalidade representou suporte teórico para algumas especulações.
DOI: 10.48370/ofd/hkmdne/cefywx
title: HMW_Iris_pseudacorus_L._H_2654.jpg

description: :unav
DOI: 10.48370/ofd/hkmdne
title: Kosaciec żółty (Iris pseudacorus L.), 2654

description: Herbarium
DOI: 10.17632/sxfdf37wp4.1
title: Macroplastic accumulation in roadside ditches of the Finger Lakes region dataset

description: This dataset documents individual macroplastics found in roadside ditches in Tompkins County, New York. Analysis has been completed on accumulation rates by piece and mass of macroplastics across land uses, COVID-19 conditions, and traffic gradients for the sampling sites (Pietz et al., 2021). Plastic type analysis (according to RIC classification) was also conducted across land uses and COVID-19 conditions. Twelve ditches were sampled, three each in agricultural, commercial, forested, and commercial land uses.  On a piece basis, we found significant reductions in ditch macroplastic accumulation during COVID-19 as compared withe pre-COVID-19 samples. Commercial sites accumulated the most macroplastics, and were also characterized by highest traffic rates. Type 4 plastics (e.g. bags, wrappers, thin films) were the most prevalent macroplastics found across all land uses.  

Sampling round 0 indicates data of initial clearing of all ditches to establish a zero litter baseline from which to calculate accumulations.
DOI: 10.17632/y5bc6ytjyb.1
title: Figure 2E

description: The Original Gel data of SDS-PAGE used in the paper (lane 1-6)
DOI: 10.48370/ofd/wmk4mc/yng4ex
title: HMW_Iris_pseudacorus_L._H_8599.jpg

description: :unav
DOI: 10.17632/shsd5hr2d5.1
title: Figure 2F

description: Original data in Figure 2F
DOI: 10.48370/ofd/wmk4mc
title: Kosaciec żółty (Iris pseudacorus L.), 8599

description: Herbarium
DOI: 10.17632/xwxmk675bm.2
title: Training program SDT study whole sample

description: We hypothesized that employees from the experimental group would experience higher need satisfaction and lower need frustration at the second measurement time, which would not be the case for the control group. In addition we also expected that, via increased need satisfaction and decreased need frustration, the experimental group would report increased levels of autonomous work motivation and decreased levels of controlled work motivation after the intervention compared to the first measurement, and no such changes were expected for the control group. Finally, significant effects were expected in the experimental group regarding increased work engagement and decreased job burnout.
H1a: Exp. group will perceive more autonomy support from both their managers and coworkers at Time 2 than at Time 1.
H1b: Exp. group will perceive more autonomy support from both their managers and coworkers compared to employees in the control group at Time 2.
H2a: Exp. group will experience more need satisfaction and less need frustration at Time 2 than at Time 1.
H2b: Exp. group will experience more need satisfaction and less need frustration compared to employees in the control group at Time 2.
H3a: Exp. group will experience more autonomous motivation and less controlled motivation at Time 2 than at Time 1.
H3b: Exp. group will experience more autonomous motivation and less controlled motivation compared to employees in the control group at Time 2.
H4a: Ex. group will experience more work engagement and less burnout at Time 2 than at Time 1.
H4b: Exp. group will experience more work engagement and less burnout compared to employees in the control group at Time 2.
The dataset includes data on coworkers and managers at T1 and T2 (an r after the name means item is reversed).
Autonomy support
AUSUP=Manager’s perception of giving support (only managers, 6 items)
CWS=Perception of receiving support from coworkers (only coworkers, 6 items)
MAS=Perception of receiving support from manager (only coworkers, 6 items)
Motivation 
EXM=Extrinsic, 6 items
IJM=Intrjojected, 4 items
IDM=Identified, 3 items
INM=Intrinsic, 3 items
AMo=Amotivation, 3 items
Need Satisfaction/Frustration (4 items/subscale)
NeAu=Need for Autonomy 
NeFrRe=Need Frustration Relatedness 
NeCo=0Need for Competence 
NeRe=Need for Relatedness 
NeFrAu=Need Frustration Autonomy 
NeFrCo=Need Frustration Competence 
Eng=Work Engagement, 9 items
BO=Burn out, 11 items
Gender
Years at current organization
Years of total work experience
Age in years
Hereafter are the same measures at Time 2, where T2 signifies time 2 (e.g. AUTSUPT2)
DOI: 10.17632/gscx45tk8t.1
title: qPCR data of ALS gene copies expression in Echinochloa spp. 

description: The sustainability of rice cropping systems is jeopardized by the large number and variety of populations of polyploid Echinochloa spp. resistant to ALS inhibitors, in particular E. crus-galli and E. oryzicola. Molecular characterization led to identification three ALS genes in E. crus-galli and two in E. oryzicola. The two species also carried different point mutations conferring resistance: Ala122Asn in E. crus-galli and Trp574Leu in E. oryzicola. Mutations involved in ALS-inhibitor resistance in the different species were associated to the same gene copy (ALS1), which resulted to be significantly more expressed than the other copies (ALS2 and ALS3) in both species. These results explain the high resistance level of these populations and why mutations in the other ALS copies are not involved with herbicide resistance.

This study was used to analyze the relative expression of the ALS gene copies: ALS1 carrying the mutations responsible for target-site resistance to the ALS inhibitor penoxsulam with respect to the expression of the other ALS gene copies (ALS2-3). Comparisons also were made among populations belonging to different Echinochloa species, having different resistance pattern and collected in sites far from each other.
Two susceptible populations (16S and 161S) and four resistant populations (42R, 44R, 45R and 46R=102R) were included in the analyses. Among these populations, one belonged E. crus-galli species (16S) and the others belonged E. oryzicola species. They were collected in different rice areas of Italy: 16S, 161S, 42R and 44R were collected in the main Italian rice area, i.e. Lombardy and Piedmont, whereas 45R was collected in Sardinia and 46R in Emilia Romagna.
Among the eight reference genes analyzed, the two with expression, on average, higher and with more primer specificity were chosen as reference genes for the gene expression study, Rubisco and 18S.
Specific primers for the different ALS gene copies were designed based on an ALS gene part including two allele-specific SNPs: 
F1_590Tm	5’-GAGCACACACATACTTGGGGCAT-3’, 
F2_590Cm	5’-AGCACACACATACTTGGGGCAC-3’, 
R1_621	5’-GAGCATCTTCTTAATTGCTGCACGG-3’, 
R2_621 5’-GAGCATCTTCTTGATTGCTGCACGT-3’.
cDNA diluted at 1:25 of three herbicide-treated (T) and three non-treated (NT) plants per population (in three technical replicates) were tested in the qPCR analyses to determine the relative expression of the different ALS gene copies using two reference genes.
In this repository, we reported the amplification plots and dissociation curves obtained from: 
- the analyses of the two reference genes, Rubisco and 18S, in all populations included in the experiment;
- the analyses of ALS genes with the specific primers for all populations included in the experiment.
DOI: 10.17632/5h6kcv2mkz.1
title: Supplementary Table II. Non-sex-based classifications of patterned hair loss

description: Non-sex-based classifications of patterned hair loss include the Basic and Specific (BASP) classification as well as the Bouhanna classification.
DOI: 10.17632/mzh2z8zt53.2
title: Supplementary Table I. Summary of cited studies examining androgenetic alopecia treatment.

description: Summary of cited studies examining androgenetic alopecia treatment.
DOI: 10.17632/tz4y6s9g5w.2
title: MSensorMob2

description: The MSensorMob2 framework is intended to support the development of mobile multi-sensor monitoring units for scenarios with disconnection periods, defining for that a hardware architecture and a firmware that implements all states in this framework: IDLE, SETUP, INITIALIZE, MONITORING, UPDATING and UPLOADING.
DOI: 10.17632/r8pbjkzx85.1
title: Methane emissions may be driven by hydrogenotrophic methanogens inhabiting the stem tissues of poplar

description: We provide the raw stem and soil CH4 flux data from our recent study in New Phytologist. Out study highlights are as follows:

•	Living trees in forests emit methane (CH4) from their stems. However, the magnitudes, patterns, drivers, origins, and biogeochemical pathways of these emissions remain poorly understood.
•	We hypothesized that: 1) the stem and soil CH4 emission presented a typically seasonal tendency, which may be driven by the temperature and moisture and 2) the hydrogenotrophic methanogens dwelling in stem tissues could explain the CH4 emission from the stem.
•	We measured in situ CH4 fluxes in poplar stems and soils using static chambers and investigated the microbial communities of heartwood and sapwood by sequencing bacterial 16S, archaeal 16S, and fungal ITS rRNA genes.
•	The temporal variation of soil CH4 fluxes follows the same pattern as stem fluxes. CH4 emissions from poplar stems occurred throughout the sampling period. The mean CH4 emission rate was 2.65 mg·m−2·stem·d−1.  However, soil could emit CH4 to atmosphere in summer but uptake CH4 from atmosphere in other seasons. The mean soil CH4 fluxes ranged from -0.48 mg·m–2·soil·d–1 on 15 November to 8.37 mg·m–2·soil·d–1 on 15 August.  Stem CH4 emission rate increased significantly with air temperature, humidity, soil water content, and soil CH4 fluxes, but decreased with increasing sampling height. 
•	The CO2 reduction and methylotrophic methanogenesis were the major methanogenic pathways in wood tissues. 
•	Overall, stem CH4 emissions can originate directly from the internal tissues or co-occur from soils and stems. The co-existence of methanogens and methanotrophs within heartwood and sapwood highlights a need for future research in the microbial mechanisms underlying stem CH4 exchange with the atmosphere.
DOI: 10.17632/n672kz24f2.1
title: Data of the article "To draw or not to draw: understanding the temporal organization of drawing behaviour using fractal analyses"

description: Data used for analyses described in the article "To draw or not to draw: understanding the temporal organization
of drawing behaviour using fractal analyses"
DOI: 10.5281/zenodo.5354359
title: Hippopotamyrus pictus SPAdes preassembly

description: .
DOI: 10.5281/zenodo.5354358
title: Hippopotamyrus pictus SPAdes preassembly

description: .
DOI: 10.48420/16548216.v1
title: SSCR care home study - systematic review - Data extraction form.ods

description: Data extraction form (Excel file) used in the systematic literature review: 'Hospital admissions and place of death of residents of care homes receiving specialist healthcare services: A systematic review without meta-analysis' (accepted for publication in Journal of Advanced Nursing, 2021)
DOI: 10.48420/16548216
title: SSCR care home study - systematic review - Data extraction form.ods

description: Data extraction form (Excel file) used in the systematic literature review: 'Hospital admissions and place of death of residents of care homes receiving specialist healthcare services: A systematic review without meta-analysis' (accepted for publication in Journal of Advanced Nursing, 2021)
DOI: 10.15468/zs4tcm
title: Aphelocerus thomasi, a new species of checkered beetle (Coleoptera: Cleridae: Clerinae) from Mexico

description: This dataset contains the digitized treatments in Plazi based on the original journal article Rifkind, Jacques (2020): Aphelocerus thomasi, a new species of checkered beetle (Coleoptera: Cleridae: Clerinae) from Mexico. Insecta Mundi 2020 (831): 1-3, DOI: http://doi.org/10.5281/zenodo.5353860
DOI: 10.15468/by5zrs
title: A new species of Euxestoxenus Arrow (Coleoptera: Euxestidae) from Thailand

description: This dataset contains the digitized treatments in Plazi based on the original journal article Ślipiński, Adam (2020): A new species of Euxestoxenus Arrow (Coleoptera: Euxestidae) from Thailand. Insecta Mundi 2020 (838): 1-4, DOI: http://doi.org/10.5281/zenodo.5353899