cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/jvr8zrv3fz.1
title: An Overview on Recycling of Photovoltaic Modules at the End of Life (EoL)

description: Abstract
“Solar energy is the clean, renewable, sustainable, and cost effective, but it also requires time to develop by individual”. 
Due to the current situation of fossil fuels eradication and over exploitation across the world. The energy demands of the world are to be fulfilled by the renewable energy sources. Among this Solar energy has the maximum potential to be exploited to the maximum level to full fill the energy demands of the world. Renewable energies contribute toward the environmental, social, and economic development of countries [1]. There are various of clean and renewable energy sources such as Solar, biomass, wind, hydrogen, fuel cell, nanocomposite, and supercapacitor. Each of the energy sources are suitable for specific geographical locations and can suits from region to region [6]. Since ages Sun has been praised as vitalizer of life. The total Solar energy absorbed by Earth's atmosphere, oceans and land masses is approximately 122 PW·year = 3,850,000 exajoules (EJ) per year. Most of the world's population live in areas with insolation levels of 150–300 watts/m2, or 3.5–7.0 kWh/m2 per day [2 	google- Solar Wikipedia]. Solar energy is the most secure and ubiquitous source of energy to meet the power needs after coal exploitation. In present time installation of photovoltaic (PV) Solar modules are growing extremely fast. As result of the increase, the volume of modules that reach the end of their life will grow at the same rate in the near future. Global installed PV capacity reached around 773 GW at the end of 2020 [3] and is expected to rise further to 2840 GW by 2030 and 4500 GW by 2050  [4, 5-Abstract ]. Considering an average module lifetime of 25 years, the worldwide Solar PV waste is anticipated to reach between 4%-14% of total generation capacity by 2030 and rise to over 80% (around 78 million tonnes) by 2050 [5-Abstract]. Therefore, the disposal of PV modules will become a pertinent environmental issue in the next decades. Eventually, there is plenty of room for progress in this area. This review present core reality of Photovoltaic Life Cycle, Photovoltaic Technology, Photovoltaic Recycling Process as well as global Waste Management Regulation in different countries and the Environmental & Economic Aspects of recycling. At present, PV recycling management in many countries envisages to extend the duties of the manufacturers of PV materials to encompass their eventual disposal or reuse. However, further improvements in the economic viability, practicality, high recovery rate and environmental performance of the PV industry with respect to recycling its products are indispensable. There is potential to develop new pathway for PV waste management industry development and offer employment and prospects for both public and private sector investors.

Keywords: Recycling, End of life (EoL), Photovoltaic, Waste, Regulatory, c-Si, Thin film, Life cycle
DOI: 10.17632/r2685bmkm2.1
title: Supplementary Files

description: Supplementary figures 1 and 2 represent batch effect in miRNA-seq and RNA-seq data before and after correction. Supplementary files 1 and 2 represent KEGG and GO results, respectively. Supplementary tables represent primer sequences and association between the expression of the two experimentally examined genes and clinicopathological characteristics.
DOI: 10.17632/r2685bmkm2.2
title: Supplementary Files

description: Supplementary figures 1 and 2 represent batch effects in miRNA-seq and RNA-seq data before and after correction, respectively. Supplementary files 1 and 2 represent KEGG and GO results, respectively. Supplementary tables represent primer sequences and association between the expression of the two experimentally examined genes and clinicopathological characteristics.
DOI: 10.17632/2yj4gygs8b.1
title: Data for inner-shell characteristic X-ray yields for thick Al、Ti、Zr、W、Au targets by 5-27 keV electrons

description:     The dataset presented here is supplemental material for our paper that was published in Acta Physica Sinica -Chinese Edition 69 (13) (2020) 133401 by Y.H. Li, et al. The dataset includes our measured inner-shell (K, Kα,β, and Lα,β,γ) characteristic X-ray yields for thick Al、Ti、Zr、W、Au targets by 5-27 keV electron impact.
    The surfaces of these (semi-infinite) thick targets were polished. The incident electron beam bombarded vertically, and the thick targets were tilted by 45° with respect to the direction of incident electron beam. The X-ray detector was placed horizontally, and the centers of the target and the detector are located in the same horizontal line. Therefore, the X-ray emission angle is 90° with respect to the incident beam direction, as shown in Figure 5 of Acta Physica Sinica -Chinese Edition 69 (13) (2020) 133401 by Y.H. Li, et al.
DOI: 10.17632/c6psrbr34j.1
title: Data to Accompany: European Epidemiological Patterns of Cannabis- and Substance- Related Uronephrological Congenital Anomalies: Space-time and Causal Inferential Study.

description: Data to accompany paper of above title
DOI: 10.17632/c6psrbr34j.2
title: Data to Accompany: European Epidemiological Patterns of Cannabis- and Substance- Related Uronephrological Congenital Anomalies: Space-time and Causal Inferential Study.

description: Data to accompany paper of above title
DOI: 10.17632/bt76wh8v5d.1
title: The acute toxicity of salinity in onshore unconventional gas waters to freshwater invertebrates in receiving environments: A systematic review. - ADDITIONAL DATA

description: The data within includes:
SPSS statistics files that were generated to create and form the results to the associated manuscript.
"The acute toxicity of salinity in onshore unconventional gas waters to freshwater invertebrates in receiving environments: A systematic review."
DOI: 10.17632/dxj78tyyhj.1
title: Data for "Locating the Seventh Cervical Spinous Process: Accuracy of the Thorax-Rib Static Method and the Effects of Clinical Data on Its Performance"

description: Data from 160 participants prospectively included for model development (n=80) and time-split validation stages (n=80) from a study aimed to identify the 7th cervical spinous process (C7SP) by applying a palpation test at the neck. A physiotherapist located the C7SP using the modified thorax-rib static method (MTRSM) and placed a radio-opaque, circular marker over the skin. After palpation, the assessor measured the distance between the vertex of the head to the centre of the marker (DV-C7, in cm). Participants underwent chest radiography as the gold-standard method. A radiologist, blinded to the study aim, examined the images and reported the location of the radio-opaque marker over the spine in the radiography. The continuous test result comprises the DV-C7, whereas the radiologist’s report was regarded as the dichotomous reference test.
DOI: 10.17632/dxj78tyyhj.2
title: Data for "Locating the Seventh Cervical Spinous Process: Accuracy of the Thorax-Rib Static Method and the Effects of Clinical Data on Its Performance"

description: Data from 160 participants prospectively included for model development (n=80) and time-split validation stages (n=80) from a study aimed to identify the 7th cervical spinous process (C7SP) by applying a palpation test at the neck. A physiotherapist located the C7SP using the modified thorax-rib static method (MTRSM) and placed a radio-opaque, circular marker over the skin. After palpation, the assessor measured the distance between the vertex of the head to the centre of the marker (DV-C7, in cm). Participants underwent chest radiography as the gold-standard method. A radiologist, blinded to the study aim, examined the images and reported the location of the radio-opaque marker over the spine in the radiography. The continuous test result comprises the DV-C7, whereas the radiologist’s report was regarded as the dichotomous reference test.
DOI: 10.17632/7wmfybtjff.1
title: Phthiriasis pubis and axillae

description: Mendeley Supplemental Figures  
 Lice and nits on the axillae (A). The presentations of female louse with nit inside (B), male louse with nit beside (C), nits on the hair shalt with at an acute angle (D) and nits containing nymphs (E) under microscope.
DOI: 10.17632/7wmfybtjff.2
title: Phthiriasis pubis and axillae

description: Mendeley Supplemental Figures  
 Lice and nits on the axillae (A). The presentations of female louse with nit inside (B), male louse with nit beside (C), nits on the hair shalt with at an acute angle (D) and nits containing nymphs (E) under microscope.
DOI: 10.17632/54rbsjxp6k.1
title: LINF_320028100 

description: eukaryotic initiation factor 3 subunit K | eIF3K
Leishmania infantum (strain JPCM5)
DOI: 10.17632/smyfdr7nhd.1
title: LINF_320027800

description: protein of unknown function
Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.6792225
title: Dataset for Assessing the mycotoxin-related health impact of shifting from meat-based diets to soy-based meat analogues in a model scenario based on Italian consumption data

description: Dataset used for <strong>Assessing the mycotoxin-related health impact of shifting from meat-based diets to soy-based meat analogues in a model scenario based on Italian consumption data.</strong>
DOI: 10.5281/zenodo.6792226
title: Dataset for Shifting from traditional to alternative diets may increase the exposure to mycotoxins: a risk-benefit assessment for soy-based meat alternatives

description: Dataset used for the risk-benefit assessment (RBA) of replacing meat with plant-based analogues with respect to mycotoxin exposure.
DOI: 10.5281/zenodo.7097793
title: Dataset for Assessing the mycotoxin-related health impact of shifting from meat-based diets to soy-based meat analogues in a model scenario based on Italian consumption data

description: Dataset used for <strong>Assessing the mycotoxin-related health impact of shifting from meat-based diets to soy-based meat analogues in a model scenario based on Italian consumption data.</strong>
DOI: 10.17632/76vytn8wgn.1
title: Baze - OCTES

description: It is the instrument OCTES - Instrument for evaluating the effectiveness of online and regular classroom lessons. It consists of three scales for measuring the effectiveness of online and regular classes. Each of the scales measures different aspects of efficiency: 1. Cognitive, 2. affective and 3. conative. The instrument was tested on a sample of teachers (base-teachers) and a sample of students (base students). The results indicated that all scales have high reliability (over .80 Cronbach’s alpha) on both the teacher subsample and student subsample. The construct validity was verified by exploratory factor analysis. The results have confirmed that one-factor solutions are acceptable for all measured scales, with the explained variation ranging from 41.13% during the assessment of the affective component of classroom teaching, to 64% during the assessment of conative aspects of classroom teaching.
DOI: 10.6084/m9.figshare.21170548
title: Scopus_dataset_263

description: Dataset
DOI: 10.6084/m9.figshare.21170548.v1
title: Scopus_dataset_263

description: Dataset
DOI: 10.17632/cwyzyxbzxp.1
title: APPLICATION OF THE NEUROPSYCHOLOGICAL APPROACH  IN THE SYSTEM OF AUTOLOGICAL HELP

description: It was assumed that the application of neuropsychological theories at the stage of diagnosis would ensure the determination of the developmental characteristics of children with autism and would contribute to the identification of possible causes of disorders. The focus of the study was the theory of weakening of central binding, Accordingly, a neuropsychological diagnostic methodology was developed, which included 6 series of diagnostic tasks to study the state of formation of the perceptual, mnestic, and speech levels of synchronous (65 tasks) and sequential (63 tasks) types of synthesis.
At the perceptual level of the simultaneous type of synthesis, children were asked to recreate a series of geometric shapes; determine the localization of the sound source in space; carry out stereognostic recognition of the object, etc.; to study the peculiarities of the development of the speech-thinking level - the task of establishing available logical-grammatical relationships.
Diagnostics of the state of formation of successive syntheses involved the determination of: features of the development of kinetic melodies (sensorimotor level); the state of repeating a number of sounds, syllables, words (mnestic level); consistent deployment of accessible oral expression (intellectual level).
The analysis of the research results was carried out on the basis of parameters characterizing the degree of independence in performing diagnostic tasks. The objectification of the distribution of the sample of children into groups was carried out using statistical parametric recognition criteria, in particular the Student's criterion. This made it possible to estimate the probability of selection of groups and subgroups of children based on information about the frequency of individual signs when performing diagnostic tasks.
The analysis and generalization of the obtained probabilities of assessing differences in the performance of diagnostic tasks and the probability of distinguishing groups made it possible to differentiate two groups of children with autism according to the frequency of developmental disorders of simultaneous and sequential syntheses. Group 1 included children (74.28%) who completed diagnostic tasks; to the 2nd group - children (25.72%) who incorrectly performed diagnostic tasks or refused to perform them. The 1st group included children with different levels of formation of sequential-simultaneous syntheses. According to the indicated indicators, the children of the 1st subgroup (57.7%) mostly have an insufficiently formed simultaneous analysis and synthesis. In children of the 2nd subgroup (26.9%), the established symptoms were mainly a syndrome of violation of mainly consecutive syntheses. The 3rd subgroup included children (15.4%), who were diagnosed with the maximum possible level of formation of successive-simultaneous syntheses.
DOI: 10.17632/3zrzwkpdmr.1
title: KL-6及炎症因子在大鼠外源性脂质性肺炎中表达

description: 研究对比三组健康组、脂质组、地米组中KL-6及炎症因子如TNF-a等水平的表达
DOI: 10.17632/36s3vrkcgv.1
title: Personal Self-Activation Inventory Data (in Russian)

description: The data is gathered for the adaptation of Personal Self-Activation Inventory for respondents with disability (N=170) and without disability (N=1507) aged 18 to 65 years (31.6% male). All the data is presented in Russian. Adaptation was carried out for four groups: people without disability up to 25 years old (N=1016) and from 25 years old (N=491), as well as people with disability up to 25 years old (N=102) and from 25 years old (N= 68). When considering the total score of self-activation, statistically significant effects of age and disability were found: people without disability outperform people with disability, and older people outperform younger ones. The effect of sex was not found out. When considering three self-activation subscales, it turned out that for people without disability, all subscales’ scores make the same contribution to the increase in self-activation with age, and for people with disability, only the scores on the scales of independence and psychological activation increase with age. Sufficiently high internal consistency of all the inventory’s scales on four samples and retest reliability for samples of people with and without disability indicate the relevance of the inventory.
DOI: 10.17632/vyz55cjjtp.1
title: U-shape and V-shape crack detection in a cantilever beam

description: Dataset for crack detection in a cantilever beam for U-shape and V-shape.

Attributes:
a/H = Ratio between depth of the crack and the depth of the beam.													
L1/L= Ratio between the distance of the crack from the fixed end and length of the beam.													
fr1 = first relative frequency ratio (ratio between first frequency of cracked beam and first frequency of un-													
cracked beam)													
fr2  = second  relative  frequency ratio  (ratio  between  second  frequency  of cracked beam  and  second													
frequency of un-cracked beam)													
fr3 = third relative frequency ratio (ratio between third frequency of cracked beam and third frequency of													
un-cracked beam)
DOI: 10.17632/tn46tdhc4c.1
title: Socioeconomic, Ethnocultural, Substance- and Cannabinoid- Related Epidemiology of Down Syndrome USA 1986-2016 Dataset: An Ecological Geotemporospatial and Causal Inference Investigation

description: Background. Downs syndrome (DS) is the commonest of the congenital genetic defects. Its incidence has been rising in recent years for unknown reasons. Objective. Investigate the relationship of DS to substance- and cannabinoid- exposure; and causality. Methods. Observational ecological population-based epidemiological study 1986-2016. Analysis performed January 2020. Geotemporospatial and causal inference analysis. Participants: Patients were diagnosed with DS and reported to state based registries; collated nationally. Data source: annual reports of National Birth Defects Prevention Network of Centres for Disease Control. Exposures: Drug exposure was taken from the National Survey of Drug Use and Health (NSDUH) conducted annually by Substance Abuse and Mental Health Services Administration. Nationally representative sample 67,000 participants annually. Drug exposures: cigarette consumption, alcohol abuse, analgesic/opioid abuse, cocaine use and last month cannabis use. Ethnicity and median household income: US Census Bureau. Maternal age of childbearing: CDC births registries. Cannabinoid concentrations: Drug Enforcement Agency seizures. Results. NSDUH report 74.1% mean annual response rate. All other data was population-wide. DS rate (DSR) was noted to be rising over time, cannabis use, and cannabis-use quintile. In the optimal geospatial model lagged to four years terms including Δ9-tetrahydrocannabinol and cannabigerol were significant (from β-est.=4189.96 (95%C.I. 1924.74, 6455.17), P=2.9x10-4). Ethnicity, income, and maternal age covariates were not significant. DSR in states where cannabis was not illegal was higher than elsewhere (β-est.=2.160 (1.5, 2.82), R.R.=1.81 (1.51, 2.16), P=4.7x10-10). In inverse probability-weighted mixed models terms including cannabinoids were significant (from β-estimate=18.82 (16.82, 20.82), P&lt;0.0001). EValues in geospatial models ranged up to infinity. Conclusions. Our data show that the association between DSR and substance- and cannabinoid- exposure is robust to multivariable geotemporospatial adjustment, implicate particularly cannabigerol and Δ9-tetrahydrocannabinol, and fulfil causal crietria. Cannabis legalization was associated with elevated DSR’s. These findings are consistent with those from Hawaii, Colorado, Canada and Australia and concordant with several cellular mechanisms. Given that the cannabis industry is presently in a rapid growth-commercialization phase the present findings linking cannabis use with megabase scale genotoxicity suggest unrecognized DS risk factors, are of public health importance and suggest that re-focussing the cannabis debate on multigenerational and intergenerational health concerns is prudent.
DOI: 10.17632/tn46tdhc4c.2
title: Socioeconomic, Ethnocultural, Substance- and Cannabinoid- Related Epidemiology of Down Syndrome USA 1986-2016 Dataset: An Ecological Geotemporospatial and Causal Inference Investigation 

description: Background.  Downs syndrome (DS) is the commonest of the congenital genetic defects.  Its incidence has been rising in recent years for unknown reasons.  Objective.  Investigate the relationship of DS to substance- and cannabinoid- exposure; and causality.

Methods.  Observational ecological population-based epidemiological study 1986-2016.  Analysis performed January 2020.  Geotemporospatial and causal inference analysis.  Participants: Patients were diagnosed with DS and reported to state based registries; collated nationally.  Data source: annual reports of National Birth Defects Prevention Network of Centres for Disease Control.  Exposures: Drug exposure was taken from the National Survey of Drug Use and Health (NSDUH) conducted annually by Substance Abuse and Mental Health Services Administration.  Nationally representative sample 67,000 participants annually.  Drug exposures: cigarette consumption, alcohol abuse, analgesic/opioid abuse, cocaine use and last month cannabis use.  Ethnicity and median household income: US Census Bureau.  Maternal age of childbearing: CDC births registries.  Cannabinoid concentrations: Drug Enforcement Agency seizures.  

Results.  NSDUH report 74.1% mean annual response rate.  All other data was population-wide.  DS rate (DSR) was noted to be rising over time, cannabis use, and cannabis-use quintile.  In the optimal geospatial model lagged to four years terms including Δ9-tetrahydrocannabinol and cannabigerol were significant (from β-est.=4189.96 (95%C.I. 1924.74, 6455.17),  P=2.9x10-4).  Ethnicity, income, and maternal age covariates were not significant.  DSR in states where cannabis was not illegal was higher than elsewhere (β-est.=2.160 (1.5, 2.82), R.R.=1.81 (1.51, 2.16), P=4.7x10-10).  In inverse probability-weighted mixed models terms including cannabinoids were significant (from β-estimate=18.82 (16.82, 20.82), P<0.0001).  EValues in geospatial models ranged up to infinity.

Conclusions.  Our data show that the association between DSR and substance- and cannabinoid- exposure is robust to multivariable geotemporospatial adjustment, implicate particularly cannabigerol and Δ9-tetrahydrocannabinol, and fulfil causal crietria.  Cannabis legalization was associated with elevated DSR’s.  These findings are consistent with those from Hawaii, Colorado, Canada and Australia and concordant with several cellular mechanisms.  Given that the cannabis industry is presently in a rapid growth-commercialization phase the present findings linking cannabis use with megabase scale genotoxicity suggest unrecognized DS risk factors, are of public health importance and suggest that re-focussing the cannabis debate on multigenerational and intergenerational health concerns is prudent.
DOI: 10.5281/zenodo.3351658
title: Formatted Public GWAS Summary Statistics for 16 Traits and LD pruned SNP sets

description: This data set includes 16 files with formatted GWAS summary statistic and a csv file gwas_info.csv. The csv provides the original download link and publication for each study. The data in this repository were created by downloading raw summary statistics for each study and processing them using Joe Marcus' GWAS pipeline (https://github.com/jhmarcus/gwass). The resulting data set have consistent allele orientation and column headers making them convenient for analysis. We use them in an MR analysis of pairs of GWAS traits described in Section 2.3 of Morrison et al (2019) (https://www.biorxiv.org/content/10.1101/682237v3) and here https://jean997.github.io/cause/gwas_pairs.html. New Sep 2022: I have added LD pruned SNP sets for each pair of traits.For each exposure/outcome pair, the set of snps in snps_&lt;exposure&gt;__&lt;outcome&gt;.txt were generated by LD pruning using LD estimated using LD Shrink (available https://zenodo.org/record/1464357/) at a threshold of r^2 &lt; 0.1. LD pruning was performed using the ld_prune function in the cause R package (github.com/jean997/cause). These are the SNP sets used in the analysis in the paper