cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/ywwsxd69y3.1
title: Hidradenitis Suppurativa and Sleep: A Systematic Review

description: This dataset includes supplemental for "Hidradenitis Suppurativa and Sleep: A Systematic Review". It includes the search strategies for study selection as well as the CASP quality checklist for study appraisal.
DOI: 10.17632/49y6yrh254.1
title: LINF_300035100

description: glyceraldehyde 3-phosphate dehydrogenase | GAPDH
Leishmania infantum (strain JPCM5)
DOI: 10.17632/6sjkd2cbf8.1
title: LINF_300035000

description: glyceraldehyde 3-phosphate dehydrogenase | GAPDH
Leishmania infantum (strain JPCM5)
DOI: 10.17632/76fnr524m2.1
title: LINF_300034500

description: mitogen-activated protein kinase 5 | MPK5
Leishmania infantum (strain JPCM5)
DOI: 10.17632/5s9vcx26h3.4
title: Data on how job satisfaction and perceived value of CSR demotivate undesirable job habits during crisis

description: The dataset that supports the research work on how job satisfaction and perceived value of CSR demotivate undesirable job habits during crisis
DOI: 10.17632/c9smbm7ycn.2
title: Rock Geothermal Anomalies and Coupling with the Ionosphere before the 2020 Jiashi Ms6.4 Earthquake

description: The GNSS velocity field data in Figure 1 were from Wuhan Institute of Earthquake Research, China Earthquake Administration. The rock geothermal data in Figures 3 and 4 were from the Institute of Geology, China Earthquake Administration and the Earthquake Administration of Xinjiang Uygur Autonomous Region. The ionospheric electron concentration data used in Figure 6 came from the Chiness national Institute of Natural Disasters. The small earthquake catalog data used in Figure 8 was from CENC.
DOI: 10.17632/38kymympr9.1
title: EKC Hypothesis dataset for Afghanistan

description: The set of data has been used to test the EKC hypothesis in Afghanistan in the presence of civil wars and is collected from the World Development Indicators Sources relevant to the World Bank.
DOI: 10.17632/8tjkg58pf4.1
title: Captions of Seven Indonesian Public Officials Instagram Accounts

description: This is a dataset  of Instagram captions from seven Indonesian public officials namely Ma'ruf Amin, Mahfud MD, Budi Karya, Syahrul Yasin Limpo
Luhut Pandjaitan, Ridho Yahya, and Edy Rahmayadi.
DOI: 10.17632/ghrbks7m9t.1
title: Original data for research article 'Does game-irrelevant chatting stimulate high-value gifting in live streaming? A session-level perspective'

description: Original data for research article 'Does game-irrelevant chatting stimulate high-value gifting in live streaming? A session-level perspective'
DOI: 10.17632/yh8t333wwp.1
title: Mapping subcellular localizations of unannotated microproteins with MicroID

description: Identification of translated small open reading frames using proteogenomic approaches and ribosomal profiling has revealed thousands of previously unannotated cellular microproteins, or polypeptides of less than 150 amino acids, and alternative proteins (alt-proteins) that are co-encoded with canonical proteins and can be longer than 150 amino acids. The majority of microproteins and alt-proteins remain uncharacterized, in part because their short lengths preclude analysis of homology to known protein domains. The subcellular localizations of microproteins and alt-proteins remain largely unknown but can have significant implications for their functions. Proximity-dependent biotinylation has provided an attractive approach to define the canonical protein composition of subcellular compartments in living cells and animals. Here, we developed a high-throughput technology for global mapping of unannotated microproteins and alt-proteins to subcellular localizations by proximity-dependent biotinylation with TurboID (MicroID). We showed that more than 150 microproteins and alt-proteins are associated with subnuclear organelles and with complexes that carry out critical cellular functions. One of these novel microproteins, alt-LAMA3, localizes to the nucleolus and functions in pre-rRNA transcription. As a demonstration of its in vivo utility, we applied MicroID in a mouse model, identifying a conserved nuclear microprotein translated from a pseudogene, and establishing the foundation for use of this technology in discovery and characterization of microproteins in animals.
DOI: 10.17632/xgpjxbmpfh.1
title: ADAPTIVE MYRIAD FILTER WITH TIME-VARYING NOISE- AND SIGNAL-DEPENDENT PARAMETERS

description: The research subject of the article is the methods of locally adaptive filtering of non-stationary signals. The goal is to develop a locally-adaptive algorithm for non-stationary noise (from the viewpoint of its time-varying variance) suppression in signals characterized by a different behavior of the informative component, with restricted a priori information about a signal model and noise variance. The tasks to be solved are: to investigate the effectiveness of the proposed local-adaptive myriad filter using numerical statistical estimates of processing quality for a complex model of one-dimensional process which contains different elementary signals in a wide range of additive Gaussian noise variance variation; to investigate the effectiveness of non-stationary noise suppression for model and real signals. The methods are: integral and local indicators of filter quality according to the criteria of the mean square error have been obtained using numerical simulation (via Monte Carlo analysis). The following results have been obtained: a noise- and signal-adapting myriad filter for suppression of non-stationary noise with significantly varying variance in signals with different behavior of the informative component is proposed. Statistical estimates of the filter quality, evaluated by numerical simulation, show a higher efficiency of the proposed local-adaptive myriad filter in conditions of different noise levels compared to the other highly efficient locally-adaptive algorithms. Practically total preservation of a signal at very low noise levels, minimal dynamical errors caused by filtering at low and middle noise levels, and more effective noise suppression at high values of noise variance are demonstrated. The analysis of output signals and plots of parameters for local adaptation and adaptable parameters confirm the high efficiency and correct operation of the investigated locally-adaptive algorithms. The high robust properties of these nonlinear filters are shown, as well as the expedience of using for spike elimination the previous robust Hampel filter in which the median operation is replaced by a myriad one. Examples of signals displaying the high quality of non-stationary noise suppression in an electronystagmogram are presented. Conclusions. The scientific novelty of the obtained results is the development of locally-adaptive myriad filters with time-varying noise- and signal-dependent parameters for de-noising processes with non-stationary signal behavior and noise variance. This algorithm does not require time for filter parameters adaptation and their exact adjustment, a priori knowledge of the signal model and noise variance, and can be applied in quasi-real-time mode. The proposed noise- and signal-adapting myriad filter improves the quality of signal processing in difficult conditions of significant noise non-stationarity (variance variation).
DOI: 10.17632/s6y4yzssy6.2
title: In situ Soil Fractions (Sand, Silt and Clay Percentage) and pH Data at Sample Sites in Arid Region of India

description: The data presented here consists percentage of sand, silt, clay and pH at surface (~5cm) and subsurface (~5-15cm)  at various sample locations in arid region of Great Indian Thar Desert falling in Rajasthan state of India. Mainly, the samples collected falls in four districts namely, Jaisalmer, Bikaner, Nagaur, and Jodhpur. 

A total of 24 soil samples, each with ~2 kg weight were collected at surface (~ 5 cm depth) and subsurface (between 5-15 cm depth) in the sample locations. The samples were randomly selected but ensured to be well distributed with a rationale that the sample site is having minimum of 5 ha of homogeneous signature with respect to soil texture variation as appeared from satellite imagery. Care was taken while selecting sampling locations such at that it won’t have any litter deposition or weed growth. Locations with excessive moisture content were also avoided. Also, the samples are chosen such that the landscape contains sparse vegetation and avoided sand dunes due to their potential to participate in aeolian process. Predominantly, species like Calligonum polygonoides, Aerva persica, Citrullus colocynthi, Prosopis Juliflora, Ziziphus mauritiana, Prosopis cineraria and Fagonia bruguieri were found in this landscape. Out of 24 samples, in one location we are unable to collect subsurface soil as there is bedrock after at a depth of 6 cm.
DOI: 10.17632/gc2mpw74z8.1
title: Datasets for Marine Geology

description: Datasets related to: Geochemistry of vent fluids from the Daxi Vent Field, Carlsberg Ridge, Indian Ocean: Constraints on subseafloor processes beneath a non-transform offset.
Table 1: Information on the fluid samples.
Table 2: Measured and calculated end-member (EM) compositions of vent fluids collected at the chimney orifices of Buddha’s Hands and A1. 
Table 3:Molar element/Cl ratios for end-member fluids from Buddha’s Hands, A1, and bottom seawater. 
Table 4: REE concentrations (Conc.), corresponding end-member (EM) concentrations in picomol/l (pM), and chondrite-normalized (/Chon.) REE for vent fluids collected at the chimney orifices of Buddha’s Hands and A1, respectively.
Table 5: Metal content of precipitates collected from the samplers at Buddha’s Hands and A1, respectively.  
Table 6: Endmember composition of vent fluids from Buddha’s Hands and A1, compared those from other vent fields in different geological setting.
DOI: 10.17632/64t434k868.1
title: EXPERIMENTAL DATA ON THE FORMATION OF NANOPHASE IRON IN THE LUNAR SOIL

description: The research data used in the article obtained on SEM and TEM
DOI: 10.17632/d566z3ydgb.1
title: LINF_300035300

description: Protein of unknown function (DUF2817)
Leishmania infantum (strain JPCM5)
DOI: 10.17632/c7nxd4xtz6.1
title: LINF_300035200

description: glyceraldehyde 3-phosphate dehydrogenase | GAPDH
Leishmania infantum (strain JPCM5)
DOI: 10.17632/typh3wcp8f.1
title: The reference list of RAIR FFPE tissues from RMHWHU

description: The reference list of formalin-fixed paraffin-embedded (FFPE) tissue slides from radioiodine refractory thyroid cancer (RAIR) patients in our hospital. The list can serve as a reference manual when a researcher wants to find out which case stores a certain slide and which picture records its cancer area. Patients' information have been anonymized.
DOI: 10.17632/x482nmbdcj.1
title: Mixed-methods data from case study on demand response in three Danish residential buildings

description: This data was gathered to investigate residents’ perception and acceptance of the fluctuating indoor air temperature behaviour inherent in EMPC of space heating. Physical measurements were logged in the primary rooms (kitchen, living room and hallway) of three residential buildings during February 2021, see the file Physical measurements for the time series data. The data consist of indoor air temperature, CO2, relative humidity, window opening, radiator thermostat air temperatures, radiator thermostat set points and energy consumption, see Figure 1 in Experimental setup for location of equipment. 
The first week of February 2021 was a reference week, where residents were not exposed to temperature interventions. During the next three weeks, the residents were exposed to four different indoor air temperature interventions on Monday to Thursdays. The interventions were repeated three times, in a new order each week, see Table 1 in Experimental setup. Off (2h) interventions were executed from 5 to7 am, and the three other interventions were executed from 7 to 9 am, where the temperature was raised 1-2 °C for 1-2 hours.   
A background questionnaire was used prior to the experimental period to obtain general knowledge about participants’ daily routines, indoor comfort, attitude towards energy consumption, and control preferences and routines related to the indoor environment. A daily “Right-here-right-now” questionnaire was used to investigate residents’ perception of the indoor thermal environment during temperature boosts.
DOI: 10.17632/hfyh54hxzz.1
title: Fast Modelling of Vegetated Flow and Sediment Transport over Mobile Beds Using Shallow Water Equations with Anisotropic Porosity

description: This dataset is used to test to the accuracy of the present model.
DOI: 10.17632/mhnvhcwp8h.2
title: The long non-coding RNA mimi scaffolds neuronal granules to maintain nervous system maturity. Grzejda et al.

description: The long non-coding RNA mimi scaffolds neuronal granules to maintain nervous system maturity. Grzejda et al.
DOI: 10.17632/2y3xxnnwnm.1
title: Supplemetary Materials

description: Supplementary files are included in this article.
DOI: 10.17632/ysct8p8p5c.1
title: Data availability for Journal of Energy Policy

description: These data contain coal coke, briquettes consumption,  Gross Regional Domestic Product, pH, SO2, SO4 concentration, and sulfur content in the fuel used in Jakarta. These data were obtained from Jakarta Provincial Statistics Central Agency, Meteorology and Geophysics Agency / Meteorology, Climatology and Geophysics Agency, the general director of oil and gas, Minister of Environment / and Forestry of Indonesia. The data of pH, SO2, and SO4 were modeled by regression equation to predict the trend of those.
DOI: 10.17632/wc6gpfyjdt.1
title: Data availability for Journal of Energy Policy

description: These data contain coal coke, briquettes consumption,  Gross Regional Domestic Product, pH, SO2, SO4 concentration, and sulfur content in the fuel used in Jakarta. These data were obtained from Jakarta Provincial Statistics Central Agency, Meteorology and Geophysics Agency / Meteorology, Climatology and Geophysics Agency, the general director of oil and gas, Minister of Environment / and Forestry of Indonesia. The data of pH, SO2, and SO4 were modeled by regression equation to predict the trend of those.
DOI: 10.17632/nzp69sznrr.1
title: Dental data

description: Dental wear data
DOI: 10.17632/2jp6wm4t8g.1
title: Unravelling heterogeneous magnetic mineralogies in the clay gouge of the Alhama de Murcia active fault: insight from magnetic fabrics and rock magnetism.

description: ASM-RT, AMS-LT, AARM, AIRM raw data and rock magnetism results of the article "Unravelling heterogeneous magnetic mineralogies in the clay gouge of the Alhama de Murcia active fault: insight from magnetic fabrics and rock magnetism".
DOI: 10.17632/f9sgx9nt2t.1
title: Table 1. Demographic, operative, and follow-up information on vulvar conditions treated by laser

description: Table 1 for A Systematic Review of Laser Therapy For Vulvar Skin Conditions
DOI: 10.17632/h3ynjx58w9.1
title: Supplementary Materials of A Critical Review of Wind Speed and Power Forecasting Methods Applied in Modern Power Systems

description: This directory contains the details regarding the articles cited in this literature review, their belonging cluster, taxonomy and details about the input variables of the model, sampling times, data set used, country of precedence, and finally the  models used to validate each of the proposed methods. According to the reviewed literature, the most used taxonomy  to classify forecasting models by time horizon consists of very short, short term, medium, and long term. Therefore, in this paper, the reviewed articles are classified based on the aforementioned, and 4 tables are constructed based on very  short, short term, medium, and long term.
DOI: 10.17632/733dz4xym9.1
title: Supplemental Figure 1. PRISMA Diagram

description: PRISMA diagram for A Systematic Review of Laser Therapy For Vulvar Skin Conditions
DOI: 10.17632/dgzd7znddg.1
title: LINF_300036400

description: homoserine kinase
Leishmania infantum (strain JPCM5)
DOI: 10.17632/ftn4nf2rv8.1
title: LINF_300036200

description: kinesin
Leishmania infantum (strain JPCM5)
DOI: 10.17632/jr2ktyjn9f.1
title: LINF_300036100

description: protein kinase
Leishmania infantum (strain JPCM5)
DOI: 10.17632/xn2kkjxvr8.1
title: LINF_300036000

description: eukaryotic initiation factor 3 subunit D | eIF3D
Leishmania infantum (strain JPCM5)
DOI: 10.17632/6nr7symnjj.1
title: DermoCC-GAN dataset

description: This repository contains the image dataset and the scripts used to develop the DermoCC-GAN for standardizing dermatological images:
- Salvi M., Branciforti F., Veronese F., Zavattaro E., Tarantino V., Savoia P., and Meiburger K. M. , "DermoCC-GAN: A new approach for standardizing dermatological images using generative adversarial networks", Computer Methods and Programs in Biomedicine 2022

Abstract:
Dermatological images are typically diagnosed based on visual analysis of the skin lesion acquired using a dermoscope. However, the final quality of the acquired image is highly dependent on the illumination conditions during the acquisition phase. This variability in the light source can affect the dermatologist's diagnosis and decrease the accuracy of computer-aided diagnosis systems. Color constancy algorithms have proven to be a powerful tool to address this issue by allowing the standardization of the image illumination source, but the most commonly used algorithms still present some inherent limitations due to assumptions made on the original image.
In this work, we propose a novel Dermatological Color Constancy Generative Adversarial Network (DermoCC-GAN) algorithm to overcome the current limitations by formulating the color constancy task as an image-to-image translation problem. By training the generative adversarial network with a custom heuristic algorithm that performs well on the training set, the model learns the domain transfer task (from original to standardized image) and is then able to accurately apply the color constancy on test images characterized by different illumination conditions. The proposed algorithm outperforms state-of-the-art color constancy algorithms for dermatological images in terms of normalized median intensity and when using the color-normalized images in a deep learning framework for lesion classification (accuracy of the seven-class classifier: 79.2%) and segmentation (dice score: 90.9%). In addition, we validated the proposed approach on two different external datasets with highly satisfactory results.
The novel strategy presented here shows how it is possible to generalize a heuristic method for color constancy for dermatological image analysis by training a GAN. The overall approach presented here can be easily extended to numerous other applications.
DOI: 10.17632/xhxbf5hyyt.1
title: Genomic data for: Genome-wide ultraconserved elements resolve phylogenetic relationships and biogeographic history among Neotropical leaf-nosed bats in the genus Anoura (Phyllostomidae).

description: This repository contains :

1. Supplementary Material
2. Aligned UCE sequences

Used in the following publications: 

· Calderón-Acevedo, C. A., Bagley J. C., & Muchhala, N. (2021). Genome-wide ultraconserved elements resolve phylogenetic relationships and biogeographic history among Neotropical leaf-nosed bats in the genus Anoura (Phyllostomidae). Molecular Phylogenetics and Evolution. https://doi.org/10.1016/j.ympev.2021.107356

· Calderón-Acevedo, C. A., Rodríguez-Posada, M. E., & Muchhala, N. (2021). Morphology and genetics concur that Anoura carishina is a synonym of Anoura latidens (Chiroptera, Glossophaginae). Mammalia, 85(5):471–481. https://doi.org/10.1515/mammalia-2020-0183
DOI: 10.17632/gpdxyhzbwp.1
title: LINF_300035700

description: ribosomal RNA assembly protein | KRR1
Leishmania infantum (strain JPCM5)
DOI: 10.17632/fw562tg9xz.1
title: Banco de dados citogenéticos da espécie  Pterygoplichthys pardalis (Castelnau 1855) do rio Amazonas

description: O banco de dados refere-se aos principais resultados encontrados após análise de aproximadamente 935 metáfases da espécie Pterygoplichthys pardalis (acari-bodó) do rio Amazonas. Os peixes incluídos nessa pesquisa foram obtidos com pescadores artesanais em quatro localidades: Lago Grande, Lago Pacoval, Arapixuna e Porto dos Milagres, todos no município de Santarém, Pará. Utilizamos os marcadores convencionas da citogenética que inclui a determinação do número diploide (2n), blocos heterocromáticos, regiões organizadoras de nucléolo-NOR, sítios G-C, DNA ribossomal 5S, 18s e regiões teloméricas. Os dados tendem a sustentação da hipótese de que essa espécie apresenta um cariótipo conservador dentro da família Loricariidae uma vez que os marcadores 2n, blocos heterocromáticos e NORs são coincidentes com as espécies basais que compõem esta família. As metáfases mostram cromossomos relativamente grandes quando comparadas a outras espécies de peixes e sem regiões teloméricas intersticiais. Esses dados são úteis para qualquer estudo populacional, rastreamento de variabilidade e relações filogenéticas entre as espécies congêneres.
DOI: 10.17632/pjkrxkvxbc.1
title: Evo&Med databases

description: Two databases were constructed to assemble just publications  applying evolutionary concepts in medical journals, and they were named Top 50 EvoMed database and Broad Med & Clin Database.
DOI: 10.17632/5dt2mf8mnt.1
title: Hourly carbon dioxide emission factors for Italy

description: The data-set reports the hourly carbon dioxide emission factors related to electricity consumption and expressed in kg/kWh for Italy over a period of 4 years (2016-2019). The model employed to determine the hourly emission factor is presented in: 
“Interpolating functions for CO2 emission factors in dynamic simulations: the special case of a heat pump”, by Valdiserri P., Ballerini V. and Rossi di Schio E.., at present submitted for publication.

The distinctive characteristics of the model are:
- electricity exchanges between Italy and other Countries are taken into account;
- power grid losses are considered; 
- the emission factor is referred to electricity consumed in Italy and not only on electricity produced.