cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.12103773
title: A novel multi-stage ensemble model with fuzzy-clustering and optimized classifier composition for corporate bankruptcy prediction

description: In this experiment, the datasets are from the UC Irvine (UCI) UCI machine learning repository (Zięba et al., 2016), which contains the financial indicators of Polish manufacturing corporates from 2007 to 2011 in the real world. The datasets were separated into five parts (each part represents each fiscal year) that describe the period from the 1st year (2007 fiscal year) to the 5th year (2011 fiscal year), which corresponds to five different bankruptcy cycles. The class labels (“0” is operating and “1” is bankruptcy) of the datasets are determined by the bankruptcy status of the enterprise in 2012. Furthermore, the Creator dataset from the real world that was published by a Chinese intelligent government services provider called Creator Information Technology Co., Ltd in 2019 was also adopted. The Creator dataset includes company management information of 35960 Chinese companies.
DOI: 10.6084/m9.figshare.12103773.v2
title: A novel multi-stage ensemble model with fuzzy-clustering and optimized classifier composition for corporate bankruptcy prediction

description: In this experiment, the datasets are from the UC Irvine (UCI) UCI machine learning repository (Zięba et al., 2016), which contains the financial indicators of Polish manufacturing corporates from 2007 to 2011 in the real world. The datasets were separated into five parts (each part represents each fiscal year) that describe the period from the 1st year (2007 fiscal year) to the 5th year (2011 fiscal year), which corresponds to five different bankruptcy cycles. The class labels (“0” is operating and “1” is bankruptcy) of the datasets are determined by the bankruptcy status of the enterprise in 2012. Furthermore, the Creator dataset from the real world that was published by a Chinese intelligent government services provider called Creator Information Technology Co., Ltd in 2019 was also adopted. The Creator dataset includes company management information of 35960 Chinese companies.
DOI: 10.6084/m9.figshare.12103773.v1
title: A novel multi-stage ensemble model with fuzzy-clustering and optimized classifier composition for corporate bankruptcy prediction

description: The datasets were separated into five parts (each part represents each fiscal year) that describe the period from the 1st year (2007 fiscal year) to the 5th year (2011 fiscal year), which corresponds to five different bankruptcy cycles. The class labels (“0” is operating and “1” is bankruptcy) of the datasets are determined by the bankruptcy status of the enterprise in 2012.
DOI: 10.21421/d2/0lzbby
title: Phenotypic evaluation data of International Chickpea varietal trial (ICVT) - Desi Shillongani for Year 2015-16
DOI: 10.21421/d2/voe1m9
title: Phenotypic evaluation data of International Chickpea varietal trial (ICVT) - Kabuli Bijapur for Year 2015-16
DOI: 10.21421/d2/7cjvre
title: Phenotypic evaluation data of International Chickpea varietal trial (ICVT) - Desi Pantnagar for Year 2015-16
DOI: 10.21421/d2/5awike
title: Phenotypic evaluation data of International Chickpea varietal trial (ICVT) - Desi Patancheru for Year 2015-16
DOI: 10.21421/d2/yxauvy
title: Phenotypic evaluation data of International Chickpea varietal trial (ICVT) - Desi Rahuri for Year 2015-16
DOI: 10.21421/d2/0abh9j
title: Phenotypic evaluation data of International Chickpea varietal trial (ICVT) - Desi Samba for Year 2015-16
DOI: 10.21421/d2/fpqqae
title: Phenotypic evaluation data of International Chickpea varietal trial (ICVT) - Desi Samba for Year 2015-16
DOI: 10.17045/sthlmuni.5178424
title: NrdJd/NrdJa+b + unclassified NrdJ phylogeny

description: Maximum likelihood phylogeny (RAxML; Stamatakis 2014) of representatives of 75% identity clusters of the full diversity of class II ribonucleotide reductases except monomeric, subclass NrdJm. Reliable positions in Probcons (Do et al. 2005) alignment selected with the BMGE algorithm using the BLOSUM30 matrix (Criscuolo & Gribaldo 2010) PROTGAMMAAUTO model.<br><br>File can be opened in Dendroscope (http://dendroscope.org/) and other tree viewers.<br>
DOI: 10.17045/sthlmuni.5178424.v1
title: NrdJd/NrdJa+b + unclassified NrdJ phylogeny

description: Maximum likelihood phylogeny (RAxML; Stamatakis 2014) of representatives of 75% identity clusters of the full diversity of class II ribonucleotide reductases except monomeric, subclass NrdJm. Reliable positions in Probcons (Do et al. 2005) alignment selected with the BMGE algorithm using the BLOSUM30 matrix (Criscuolo & Gribaldo 2010) PROTGAMMAAUTO model.<br><br>File can be opened in Dendroscope (http://dendroscope.org/) and other tree viewers.<br>
DOI: 10.6084/m9.figshare.5178367
title: Supplementary Material for: Sleep-Related Electrophysiology and Behavior of Tinamous (Eudromia elegans): Tinamous Do Not Sleep Like Ostriches

description: The functions of slow wave sleep (SWS) and rapid eye movement (REM) sleep, distinct sleep substates present in both mammals and birds, remain unresolved. One approach to gaining insight into their function is to trace the evolution of these states through examining sleep in as many taxonomic groups as possible. The mammalian and avian clades are each composed of two extant groups, i.e., the monotremes (echidna and platypus) and therian (marsupial and eutherian [or placental]) mammals, and Palaeognaths (cassowaries, emus, kiwi, ostriches, rheas, and tinamous) and Neognaths (all other birds) among birds. Previous electrophysiological studies of monotremes and ostriches have identified a unique “mixed” sleep state combining features of SWS and REM sleep unlike the well-delineated sleep states observed in all therian mammals and Neognath birds. In the platypus this state is characterized by periods of REM sleep-related myoclonic twitching, relaxed skeletal musculature, and rapid eye movements, occurring in conjunction with SWS-related slow waves in the forebrain electroencephalogram (EEG). A similar mixed state was also observed in ostriches; although in addition to occurring during periods with EEG slow waves, reduced muscle tone and rapid eye movements also occurred in conjunction with EEG activation, a pattern typical of REM sleep in Neognath birds. Collectively, these studies suggested that REM sleep occurring exclusively as an integrated state with forebrain activation might have evolved independently in the therian and Neognath lineages. To test this hypothesis, we examined sleep in the elegant crested tinamou (<i>Eudromia elegans</i>), a small Palaeognath bird that more closely resembles Neognath birds in size and their ability to fly. A 24-h period was scored for sleep state based on electrophysiology and behavior. Unlike ostriches, but like all of the Neognath birds examined, all indicators of REM sleep usually occurred in conjunction with forebrain activation in tinamous. The absence of a mixed REM sleep state in tinamous calls into question the idea that this state is primitive among Palaeognath birds and therefore birds in general.
DOI: 10.17045/sthlmuni.5178415
title: NrdJ phylogeny

description: Maximum likelihood phylogeny (RAxML; Stamatakis 2014) of representatives of 75% identity USEARCH clusters (Edgar 2010) of the full diversity of class II ribonucleotide reductases (NrdJ). Reliable positions in a Probcons (Do et al. 2005) alignment were selected with the BMGE algorithm using the BLOSUM30 matrix (Criscuolo & Gribaldo 2010) PROTGAMMAAUTO model.<br><br>The alignment is available in Seaview format (Gouy et al. 2010; http://doua.prabi.fr/software/seaview) with defined character sets for the different BMGE selections. The phylogenetic tree is available in nexml format that can be opened in Dendroscope (Huson et al. 2007; http://dendroscope.org/) and other tree viewers.
DOI: 10.17045/sthlmuni.5178415.v1
title: NrdJ phylogeny

description: Maximum likelihood phylogeny (RAxML; Stamatakis 2014) of representatives of 75% identity clusters of the full diversity of class II ribonucleotide reductases (NrdJ). Reliable positions in Probcons (Do et al. 2005) alignment selected with the BMGE algorithm using the BLOSUM30 matrix (Criscuolo & Gribaldo 2010) PROTGAMMAAUTO model.<br><br>File can be opened in Dendroscope (http://dendroscope.org/) and other tree viewers.
DOI: 10.6084/m9.figshare.5178331
title: Skin penetration and tissue permeation after topical administration of diclofenac

description: <b>Objective:</b> Topical delivery of drugs is an alternative to oral administration, often with similar efficacy but potentially a more favorable tolerability profile. However, topical formulations need to be able to penetrate the skin and permeate to the target areas in quantities sufficient to exert a therapeutic effect. Many factors can affect this process, including the physicochemical properties of the drug, the formulation used, and the site and mode of application. It is believed that measurement of drug concentrations at the sites of action may be an indicator of their likely efficacy. This review addresses these issues, with reference to topically administered diclofenac in osteoarthritis. <b>Methods:</b> Articles relevant to this review were identified after a systematic search of Medline and Embase, using the key words “diclofenac”, "topical administration" and “osteoarthritis” in the search strategy. <b>Results:</b> The sparse data available indicate that topical diclofenac can penetrate and permeate to deeper tissues, with a lower plasma to tissue ratio than oral diclofenac. The tissue diclofenac levels after topical delivery are sustained over time (at least several hours). However, there is not enough data to establish how diclofenac levels in the joint compare with IC<sub>50</sub> levels (50% of the maximum inhibition of prostaglandin synthesis) established following oral administration. <b>Conclusions:</b> After topical application, diclofenac can penetrate the skin and permeate to deeper tissues, where it reaches a concentration that appears to be sufficient to exert a therapeutic effect. More robust methods are required for in vivo characterization to better estimate the clinical efficacy of topically applied drugs.
DOI: 10.6084/m9.figshare.5178331.v1
title: Skin penetration and tissue permeation after topical administration of diclofenac

description: <b>Objective:</b> Topical delivery of drugs is an alternative to oral administration, often with similar efficacy but potentially a more favorable tolerability profile. However, topical formulations need to be able to penetrate the skin and permeate to the target areas in quantities sufficient to exert a therapeutic effect. Many factors can affect this process, including the physicochemical properties of the drug, the formulation used, and the site and mode of application. It is believed that measurement of drug concentrations at the sites of action may be an indicator of their likely efficacy. This review addresses these issues, with reference to topically administered diclofenac in osteoarthritis. <b>Methods:</b> Articles relevant to this review were identified after a systematic search of Medline and Embase, using the key words “diclofenac”, "topical administration" and “osteoarthritis” in the search strategy. <b>Results:</b> The sparse data available indicate that topical diclofenac can penetrate and permeate to deeper tissues, with a lower plasma to tissue ratio than oral diclofenac. The tissue diclofenac levels after topical delivery are sustained over time (at least several hours). However, there is not enough data to establish how diclofenac levels in the joint compare with IC<sub>50</sub> levels (50% of the maximum inhibition of prostaglandin synthesis) established following oral administration. <b>Conclusions:</b> After topical application, diclofenac can penetrate the skin and permeate to deeper tissues, where it reaches a concentration that appears to be sufficient to exert a therapeutic effect. More robust methods are required for in vivo characterization to better estimate the clinical efficacy of topically applied drugs.
DOI: 10.6084/m9.figshare.5178367.v1
title: Supplementary Material for: Sleep-Related Electrophysiology and Behavior of Tinamous (Eudromia elegans): Tinamous Do Not Sleep Like Ostriches

description: The functions of slow wave sleep (SWS) and rapid eye movement (REM) sleep, distinct sleep substates present in both mammals and birds, remain unresolved. One approach to gaining insight into their function is to trace the evolution of these states through examining sleep in as many taxonomic groups as possible. The mammalian and avian clades are each composed of two extant groups, i.e., the monotremes (echidna and platypus) and therian (marsupial and eutherian [or placental]) mammals, and Palaeognaths (cassowaries, emus, kiwi, ostriches, rheas, and tinamous) and Neognaths (all other birds) among birds. Previous electrophysiological studies of monotremes and ostriches have identified a unique “mixed” sleep state combining features of SWS and REM sleep unlike the well-delineated sleep states observed in all therian mammals and Neognath birds. In the platypus this state is characterized by periods of REM sleep-related myoclonic twitching, relaxed skeletal musculature, and rapid eye movements, occurring in conjunction with SWS-related slow waves in the forebrain electroencephalogram (EEG). A similar mixed state was also observed in ostriches; although in addition to occurring during periods with EEG slow waves, reduced muscle tone and rapid eye movements also occurred in conjunction with EEG activation, a pattern typical of REM sleep in Neognath birds. Collectively, these studies suggested that REM sleep occurring exclusively as an integrated state with forebrain activation might have evolved independently in the therian and Neognath lineages. To test this hypothesis, we examined sleep in the elegant crested tinamou (<i>Eudromia elegans</i>), a small Palaeognath bird that more closely resembles Neognath birds in size and their ability to fly. A 24-h period was scored for sleep state based on electrophysiology and behavior. Unlike ostriches, but like all of the Neognath birds examined, all indicators of REM sleep usually occurred in conjunction with forebrain activation in tinamous. The absence of a mixed REM sleep state in tinamous calls into question the idea that this state is primitive among Palaeognath birds and therefore birds in general.
DOI: 10.6084/m9.figshare.5178295
title: CONSTRUCTION AND CIVIL PROJECTS IN IRAN.pdf

description: this file shows the demand of the construction and civil projects in Iran.
DOI: 10.6084/m9.figshare.5178283
title: Nano Eco Wash.pdf

description: This is about Nano Eco Wash plan for Malaysia.
DOI: 10.6084/m9.figshare.5178280
title: MODERN GREENHOUSE IN MALAYSIA.pdf

description: This is about modern greenhouse project in Malaysia.
DOI: 10.6084/m9.figshare.5178277
title: Iran Cultural Evening.pdf

description: you can find plenty of the nice information about Iran in this file.
DOI: 10.6084/m9.figshare.5178283.v1
title: Nano Eco Wash.pdf

description: This is about Nano Eco Wash plan for Malaysia.
DOI: 10.6084/m9.figshare.5178280.v1
title: MODERN GREENHOUSE IN MALAYSIA.pdf

description: This is about modern greenhouse project in Malaysia.
DOI: 10.6084/m9.figshare.5178295.v1
title: CONSTRUCTION AND CIVIL PROJECTS IN IRAN.pdf

description: this file shows the demand of the construction and civil projects in Iran.
DOI: 10.6084/m9.figshare.5178268
title: Iran's fruits for export.pdf

description: this is about the capability of the Iranian fruits and nuts for export.
DOI: 10.6084/m9.figshare.5178265
title: Iran at a Glance.pdf

description: It provides a wide range of the economics information about Iran.
DOI: 10.6084/m9.figshare.5178244
title: The Ferrar Large Igneous Province: field and geochemical constraints on supra-crustal (high-level) emplacement of the magmatic system

description: Trace element data.
DOI: 10.6084/m9.figshare.5178268.v1
title: Iran's fruits for export.pdf

description: this is about the capability of the Iranian fruits and nuts for export.
DOI: 10.6084/m9.figshare.5178241
title: The Ferrar Large Igneous Province: field and geochemical constraints on supra-crustal (high-level) emplacement of the magmatic system

description: Locations of samples.
DOI: 10.6084/m9.figshare.5178271
title: GREENHOUSE TECHNOLOGY.pdf

description: this presentation is about modern greenhouse different technology and construction.
DOI: 10.6084/m9.figshare.5178238
title: The Ferrar Large Igneous Province: field and geochemical constraints on supra-crustal (high-level) emplacement of the magmatic system

description: Major element analyses.
DOI: 10.6084/m9.figshare.5178265.v1
title: Iran at a Glance.pdf

description: It provides a wide range of the economics information about Iran.
DOI: 10.6084/m9.figshare.5178244.v1
title: The Ferrar Large Igneous Province: field and geochemical constraints on supra-crustal (high-level) emplacement of the magmatic system

description: Trace element data.
DOI: 10.6084/m9.figshare.5178271.v1
title: GREENHOUSE TECHNOLOGY.pdf

description: this presentation is about modern greenhouse different technology and construction.
DOI: 10.6084/m9.figshare.5178229
title: AbatayoThorsen_CrossCountryMinimumEffort

description: This is the dataset used in the paper "One-shot exogenous interventions increase subsequent coordination in Denmark, Spain and Ghana" by Anna Lou Abatayo and Bo Jellesmark Thorsen.
DOI: 10.6084/m9.figshare.5178217
title: Halisarca caerulea transcriptomes from regenerating and untreated samples

description: Transcriptomic assemblies of <i>Halisarca caerulea</i>, both untreated and regenerating samples, along with a combined "reference" assembly. Full details are available from Kenny et al, Ancestrally Shared Regenerative Mechanisms Across the Metazoa: A Transcriptomic Case Study in the Demosponge <i>Halisarca caerulea</i>, Ancestrally Shared Regenerative Mechanisms Across the Metazoa: A Transcriptomic Case Study in the Demosponge Halisarca caerulea on Bioarxiv and in press.<br>
DOI: 10.6084/m9.figshare.5178217.v1
title: Halisarca caerulea transcriptomes from regenerating and untreated samples

description: Transcriptomic assemblies of <i>Halisarca caerulea</i>, both untreated and regenerating samples, along with a combined "reference" assembly. Full details are available from Kenny et al, Ancestrally Shared Regenerative Mechanisms Across the Metazoa: A Transcriptomic Case Study in the Demosponge <i>Halisarca caerulea</i>, Ancestrally Shared Regenerative Mechanisms Across the Metazoa: A Transcriptomic Case Study in the Demosponge Halisarca caerulea on Bioarxiv and in press.<br>
DOI: 10.6084/m9.figshare.5178229.v1
title: AbatayoThorsen_CrossCountryMinimumEffort

description: This is the dataset used in the paper "One-shot exogenous interventions increase subsequent coordination in Denmark, Spain and Ghana" by Anna Lou Abatayo and Bo Jellesmark Thorsen.
DOI: 10.6084/m9.figshare.5178172
title: Drivers of woody canopy water content responses to drought in a Mediterranean-type ecosystem

description: Severe droughts increase physiological stress in woody plant species, which can lead to mortality, fundamentally altering the composition, structure, and biogeography of forests in many regions. Little is known, however, about the factors determining the physiological response of woody plants to drought at landscape scales. Our objective was to understand woody plant species responses to ongoing changes in climate, using remotely sensed canopy water content (CWC) as an indicator of plant physiological and phenological status. We used fused imaging spectroscopy and light detection and ranging (LiDAR) from the Carnegie Airborne Observatory (CAO) to quantify the factors affecting species compositional changes in CWC in a diverse Mediterranean-type ecosystem (Jasper Ridge Biological Preserve, CA) between 2013 and 2015. Mapped CWC was spatially variable in both of the observation years, and proved to be most closely tied to species composition and distribution across the landscape. The secondary predictors of CWC were elevation and soil substrate. In contrast, we found that CWC change was much more related to environmental factors than to the species composition. We suggest that the effect of environment on CWC change is mediated through species resistance and resilience to drought. Monitoring CWC change with imaging spectroscopy is a powerful approach to identifying species-level responses to climatic events and long-term change, which may provide support for policy decisions and conservation at large spatial scales.
DOI: 10.6084/m9.figshare.5178172.v1
title: Drivers of woody canopy water content responses to drought in a Mediterranean-type ecosystem

description: Severe droughts increase physiological stress in woody plant species, which can lead to mortality, fundamentally altering the composition, structure, and biogeography of forests in many regions. Little is known, however, about the factors determining the physiological response of woody plants to drought at landscape scales. Our objective was to understand woody plant species responses to ongoing changes in climate, using remotely sensed canopy water content (CWC) as an indicator of plant physiological and phenological status. We used fused imaging spectroscopy and light detection and ranging (LiDAR) from the Carnegie Airborne Observatory (CAO) to quantify the factors affecting species compositional changes in CWC in a diverse Mediterranean-type ecosystem (Jasper Ridge Biological Preserve, CA) between 2013 and 2015. Mapped CWC was spatially variable in both of the observation years, and proved to be most closely tied to species composition and distribution across the landscape. The secondary predictors of CWC were elevation and soil substrate. In contrast, we found that CWC change was much more related to environmental factors than to the species composition. We suggest that the effect of environment on CWC change is mediated through species resistance and resilience to drought. Monitoring CWC change with imaging spectroscopy is a powerful approach to identifying species-level responses to climatic events and long-term change, which may provide support for policy decisions and conservation at large spatial scales.
DOI: 10.6084/m9.figshare.5178148
title: DEF_Reuse Benefits.xlsx

description: Data Extractyion Form (DEF) for the paper:Software reuse benefits. A systematic mapping study
DOI: 10.6084/m9.figshare.5178148.v1
title: DEF_Reuse Benefits.xlsx

description: Data Extractyion Form (DEF) for the paper:Software reuse benefits. A systematic mapping study
DOI: 10.6084/m9.figshare.5178004
title: Diagnosis of Three Different Pathogenic Microorganisms by Gas chromatography–mass spectrometry

description: Monocultures of <i>E. coli, </i><i>S. aureus </i>and<i> </i><i>C. albicans </i>sub-cultured aerobically at 37°C in 30 ml of two different types of broth medium Mueller Hinton broth (MB) and tryptic soy broth (TSB) in 100 ml sterilized glass bottles. The headspace of each them was extracted in both media and at three different periods of 2, 4 and 24 hours. A Solid Phase Microextraction (SPME) fiber holder containing a fiber coated with 50/30 µm (DVB/CAR/PDMS) was used for absorption of volatile compounds from headspace of pathogens then the fiber was injected to GC-MS analysis. <i> </i>
DOI: 10.21421/d2/0rwgn6
title: Data evaluation on tall Sorghum varieties for grain yield and drought tolerance

description: Evaluation of tall sorghum varieties for yield and drought tolerance took place in Kenya at ICRISAT Kiboko field station. The evaluation trial was set up in December 2017. The trial had 20 entries replicated three times , 19 varieties were evaluated for drought tolerance while one local variety was used as a check. An Inter row spacing of 0.75m and Intra row spacing of 0.20m was used and each plot had 4rows. The data collection began three weeks after the sowing date and data was collected on various traits right from thinning to harvesting data.