cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7112889
title: Data for: "Market Power and Price Exposure: Learning from Changes in Renewable Energy Regulation"

description: Given the key role of renewable energies in current and future electricity markets, it is important to understand how they affect firms' pricing incentives in these markets. In this paper, we study whether renewables depress electricity market prices, and how this effect depends on their degree of market price exposure. Our theoretical analysis shows that paying renewables with fixed prices, rather than with market-based prices, is relatively more effective at curbing market power when the dominant electricity firms own large shares of the renewable capacity, and <em>vice-versa</em>. To test this prediction, our empirical analysis leverages several short-lived changes to renewable energy pricing mechanisms in the Spanish electricity market. In this context, we find that the switch from full price exposure to fixed prices caused a 2-4% reduction in the average price-cost markup.
description: The re-use of these data and contents is subject to the conditions established for standard licenses in article 4.2.b of Spanish Law 37/2007 of 16 November.
DOI: 10.5281/zenodo.7406187
title: fowleria_isostigma_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.5281/zenodo.7406186
title: fowleria_isostigma_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.5281/zenodo.6917091
title: Do Go Chasing Waterfalls: Enoyl Reductase (FabI) in Complex with Inhibitors Stabilizes the Tetrameric Structure and Opens Water Channels - full trajectories of SaFabI and EcFabI tetramers

description: The following IDs are related to trajectories: v1 = EcFabI apo, tetramer<br> v2 = EcFabI + TCL complex, tetramer<br> v3 = EcFabI + MUT complex, tetramer<br> v39 = EcFabI + AFN complex, tetramer<br> v16 = SaFabI apo, tetramer<br> v17 = SaFabI + TCL complex, tetramer<br> v18 = SaFabI + MUT complex, tetramer<br> v40 = SaFabI + AFN complex, tetramer
DOI: 10.5281/zenodo.6917090
title: Do Go Chasing Waterfalls: Enoyl Reductase (FabI) in Complex with Inhibitors Stabilizes the Tetrameric Structure and Opens Water Channels - full trajectories of SaFabI and EcFabI tetramers

description: The following IDs are related to trajectories: v1 = EcFabI apo, tetramer<br> v2 = EcFabI + TCL complex, tetramer<br> v3 = EcFabI + MUT complex, tetramer<br> v39 = EcFabI + AFN complex, tetramer<br> v16 = SaFabI apo, tetramer<br> v17 = SaFabI + TCL complex, tetramer<br> v18 = SaFabI + MUT complex, tetramer<br> v40 = SaFabI + AFN complex, tetramer
DOI: 10.5281/zenodo.7032390
title: Do Go Chasing Waterfalls: Enoyl Reductase (FabI) in Complex with Inhibitors Stabilizes the Tetrameric Structure and Opens Water Channels - trajectories employed in Markov State Models and water analyses

description: The following trajectories were employed in the generation of MSM models and water analyses: SaFabI_60us_align.zip EcFabI_60us_align.zip waters_SaFabI.tar.gz waters_EcFabI.tar.gz
DOI: 10.5281/zenodo.7032391
title: Do Go Chasing Waterfalls: Enoyl Reductase (FabI) in Complex with Inhibitors Stabilizes the Tetrameric Structure and Opens Water Channels - trajectories employed in Markov State Models and water analyses

description: The following trajectories were employed in the generation of MSM models and water analyses: SaFabI_60us_align.zip EcFabI_60us_align.zip waters_SaFabI.tar.gz waters_EcFabI.tar.gz
DOI: 10.5281/zenodo.6917243
title: Do Go Chasing Waterfalls: Enoyl Reductase (FabI) in Complex with Inhibitors Stabilizes the Tetrameric Structure and Opens Water Channels - full trajectories of SaFabI and EcFabI monomers and G112/113V mutants

description: The following IDs are related to trajectories: v36 = EcFabI apo, monomer<br> v42 = EcFabI + TCL complex, monomer<br> v43 = EcFabI + MUT complex, monomer<br> v44 = EcFabI + AFN complex, monomer<br> v35 = SaFabI apo, monomer<br> v45 = SaFabI + TCL complex, monomer<br> v46 = SaFabI + MUT complex, monomer<br> v47 = SaFabI + AFN complex, monomer<br> v52 = G112V EcFabI apo, tetramer<br> v53 = G112V EcFabI apo, monomer<br> v54 = G113V SaFabI apo, tetramer<br> v55 = G113V SaFabI apo, monomer
DOI: 10.5281/zenodo.6917244
title: Do Go Chasing Waterfalls: Enoyl Reductase (FabI) in Complex with Inhibitors Stabilizes the Tetrameric Structure and Opens Water Channels - full trajectories of SaFabI and EcFabI monomers and G112/113V mutants

description: The following IDs are related to trajectories: v36 = EcFabI apo, monomer<br> v42 = EcFabI + TCL complex, monomer<br> v43 = EcFabI + MUT complex, monomer<br> v44 = EcFabI + AFN complex, monomer<br> v35 = SaFabI apo, monomer<br> v45 = SaFabI + TCL complex, monomer<br> v46 = SaFabI + MUT complex, monomer<br> v47 = SaFabI + AFN complex, monomer<br> v52 = G112V EcFabI apo, tetramer<br> v53 = G112V EcFabI apo, monomer<br> v54 = G113V SaFabI apo, tetramer<br> v55 = G113V SaFabI apo, monomer
DOI: 10.7934/x29095
title: Description of the female of Melloina gracilis (Schenkel, 1953) (Mygalomorphae: Theraphosidae) with comments on the familial placement of Melloina [X29095] GOLOBOFF-SZUMIK & RÍOS-TAMAYO (2022) matrix
DOI: 10.7924/r43r11g2m
title: Data from: Early life drought predicts components of adult body size in wild female baboons

description: Across taxa, adverse early-life environments such as drought and psychosocial stress are associated with reduced growth and smaller body size in adulthood. However, in wild primates, we know very little about whether and to what extent individuals grow plastically in response to adverse early-life environments. Here, we use parallel-laser photogrammetry to assess inter-individual predictors of body size in a population of wild female baboons studied since birth. Using over 2,000 measurements of 127 females, we present the first cross-sectional growth curve of wild female baboons from juvenescence through adulthood. We then tested whether females exposed to three main sources of early-life adversity - drought, maternal loss, or a cumulative measure of adversity – were smaller for their age compared to females who experienced less adversity. Prolonged early-life drought predicted smaller limb length but not smaller torso length; our other two measures of early-life adversity did not predict differences in body size. We also calculated the first estimates of heritability and maternal effects for body size in a wild primate population. Our results suggest that baboon limbs, but not torsos, grow plastically in response to energetic early-life stress.
DOI: 10.6073/pasta/99c086a31c12b7becfd90f53def53f6a
title: Wisconsin Lake Historical Limnological Parameters 1925 - 2009

description: This dataset is a compilation of ten sources of data representing physical and chemical properties of 13,093 Wisconsin lakes. The goal was to compile a comprehensive resource of historical and more recent lake information which would be accessible by querying a single database. Due to the wide temporal extent (1925-2009), methods used for measuring lake parameters in this dataset have varied. A careful look at the available metadata and background information is recommended. Sampling Frequency: varies Number of sites: 13,093
DOI: 10.5281/zenodo.7405563
title: Computational Chromatography: A Machine Learning Strategy for Demixing Individual Chemical Components in Complex Mixtures

description: This repository contains data for "Computational Chromatography: A Machine Learning Strategy for Demixing Individual Chemical Components in Complex Mixtures".
DOI: 10.5281/zenodo.7405564
title: Computational Chromatography: A Machine Learning Strategy for Demixing Individual Chemical Components in Complex Mixtures

description: This repository contains data for "Computational Chromatography: A Machine Learning Strategy for Demixing Individual Chemical Components in Complex Mixtures".
DOI: 10.5281/zenodo.7406328
title: Computational Chromatography: A Machine Learning Strategy for Demixing Individual Chemical Components in Complex Mixtures

description: This repository contains data for "Computational Chromatography: A Machine Learning Strategy for Demixing Individual Chemical Components in Complex Mixtures".
DOI: 10.17632/gh23dwktjd.1
title: Diversity of Hair curliness 

description: Diversity of Afro-textured hair curliness.
DOI: 10.17632/r7pfw2kywj.1
title: Streptomyces from rhizospheres and compost

description: This information was obtained in order to demonstrate the presence of actinobacteria in different rhizospheres and in a compost system, which would inhibit the growth of bacteria resistant to some antibiotic. In addition, the aim of this study was to identify by molecular methods and phylogenetic analysis the species of native bacteria with antimicrobial activity, mainly of the Streptomyces genus, recovered from these environments. 

In these data it is possible to see the number of isolates obtained from different rhizospheres and from a composting system, the culture media used for their isolation and the antimicrobial activity against antibiotic resistant and non-resistant bacteria; this activity was initially measured by direct antagonism by perpendicular streak technique. In the photo of the preliminary test, some isolates with inhibitory potential can be identified according to the space without growth between the streak of the native organism and the streak of the control bacteria.

An initial enzyme profile of all the isolates obtained is also presented, which allowed the physiological characterization of native Streptomyces with antimicrobial activity. A biochemical analysis was carried out through conventional identification tests and the microscopic and macroscopic morphological characteristics are reported, the latter analyzed through a comparison of the color of the colonies obtained in different culture media.

The data also shows the percentages of inhibition obtained with the active isolates against bacteria resistant to antibiotics. These calculations were made through the perpendicular streak method comparing the area that presented growth of the control microorganism and the areas where it was inhibited.

The native isolates that showed activity were identified through molecular tests and phylogenetic analysis, for which sequences reported in GenBank for the 16S ribosomal gene were organized and shown in the respective sequence bank file.
DOI: 10.17632/r7pfw2kywj.2
title: Streptomyces from rhizospheres and compost

description: This information was obtained in order to demonstrate the presence of actinobacteria in different rhizospheres and in a compost system, which would inhibit the growth of bacteria resistant to some antibiotic. In addition, the aim of this study was to identify by molecular methods and phylogenetic analysis the species of native bacteria with antimicrobial activity, mainly of the Streptomyces genus, recovered from these environments. 

In these data it is possible to see the number of isolates obtained from different rhizospheres and from a composting system, the culture media used for their isolation and the antimicrobial activity against antibiotic resistant and non-resistant bacteria; this activity was initially measured by direct antagonism by perpendicular streak technique. In the photo of the preliminary test, some isolates with inhibitory potential can be identified according to the space without growth between the streak of the native organism and the streak of the control bacteria.

An initial enzyme profile of all the isolates obtained is also presented, which allowed the physiological characterization of native Streptomyces with antimicrobial activity. A biochemical analysis was carried out through conventional identification tests and the microscopic and macroscopic morphological characteristics are reported, the latter analyzed through a comparison of the color of the colonies obtained in different culture media.

The data also shows the percentages of inhibition obtained with the active isolates against bacteria resistant to antibiotics. These calculations were made through the perpendicular streak method comparing the area that presented growth of the control microorganism and the areas where it was inhibited.

The native isolates that showed activity were identified through molecular tests and phylogenetic analysis, for which sequences reported in GenBank for the 16S ribosomal gene were organized and shown in the respective sequence bank file.
DOI: 10.17632/xrt2zj6bkz.1
title: Agro-Industrial Complex (AIC) Sustainable Development and Food Security powered by Robots, Big Data and AI in Digital Agriculture

description: The dataset contains the following statistics:
1) Global Food Security Index 2022 (The Economist Intelligent Unit, 2022);
2) The result of the implementation of the sustainable development goal number 2 (SDG Goal 2 Score,) at the end of 2022 (UNDP, 2022);
3) Industrial robots per 10,000 employees in the manufacturing industry (International Federation of Robotics, 2022);
4) Use of big data and analytics 2022 (IMD, 2022).
The dataset contains statistics for 38 countries of the world with different economic and geographical characteristics. Countries are organized into the following categories: E. Europe & C. Asia; East & South Asia; LAC; OECD Africa; OECD, Asia; OECD, Europe; OECD, North America; OECD, Oceania; OECD, South America; Sub-Saharan Africa.
DOI: 10.17632/r3chwpz3ff.1
title: Soft-sensors firmware

description: A firmware to implement multiple soft-sensors in a microcontroller to allow emergencies detection in any scenario. This firmware was written in C++ and the implemented example is a proof-of-concept to detect two different types of fire emergencies using temperature, humidity, smoke and gas sensors.
DOI: 10.17632/s9wyvvbj9j.1
title: Kurdish Kurmanji Dialect Dataset for Kurmanji Lemmatization and Spell-Checker with Spell-Correction

description: A new dataset for Kurdish Language lemmatizer and spell correction has been created. The data set was compiled by reading books and articles written in Kurmanji Kurdish dialect, which were then recorded and manually entered into the dataset. The dataset contains Kurmanji Kurdish dialect words such as verbs, nouns, conjunctions, stop words, pronouns, imperative words, superlative words, question words, and so on. The dataset contains approximately 1200 words, divided into 587 nouns, 141 verbs, and 463 other related words. Last but not least, this can be regarded the first dataset for Kurmanji dialect in Kurdish Language.
DOI: 10.17632/nhpnt78ssy.1
title: Two-photon excited fluorescence scanning laser ophthalmoscopy images

description: The repository contains an exemplary dataset recorded during two-photon fluorescence ophthalmoscope imaging of a healthy subject's eye. This data repository is a reference for work published in J Clin Invest. 2022;132(2):e154218. https://doi.org/10.1172/JCI154218. 

The dataset contains raw images recorded in the fluorescence channel and corresponding reflectance frames (located in subfolders). Those images are located in 4 folders (FESH, 1-4), containing a total of 139 pairs of images. The repository also contains the background noise recorded in each channel (with the excitation laser turned off, located in the 'Background noise' folder) and data needed for background subtraction (located in the folder 'For background subtraction). These data can be used to remove parasitic reflections, e.g., from lenses. 

Additionally, we present the results obtained after correcting for eye motion artifacts and averaging both fluorescence and reflectance frames.
DOI: 10.17632/8drrkh87sy.1
title: Research trends in Peruvian universities: proposal for a research agenda with a bibliometric approach

description: Search equation
DOI: 10.17632/ck99nzhvnj.1
title: LINF_340005700

description: glucose-6-phosphate 1-dehydrogenase | G6PD
Leishmania infantum (strain JPCM5)
DOI: 10.17632/p6pxzf68cn.1
title: LINF_340005600

description: ascorbate peroxidase (APX)
Leishmania infantum (strain JPCM5)
DOI: 10.17632/p6xxt9382t.1
title: LINF_340005300

description: DnaJ domain-containing protein | JDP62 | J62
Leishmania infantum (strain JPCM5)
DOI: 10.17632/nyxfx8cr9w.1
title: LINF_340005200

description: protein kinase
Leishmania infantum (strain JPCM5)
DOI: 10.17632/vbb9mby8ym.1
title: LINF_340005000

description: short chain dehydrogenase
Leishmania infantum (strain JPCM5)
DOI: 10.17632/9yc82m6yw5.2
title: Dataset of graphene nano-liquified Petroleum Gas (LPG) performance in a domestic refrigerator system

description: Dataset from a graphene-enhanced LPG experiment in a domestic refrigerator
DOI: 10.17632/pbmcttng78.1
title: XPS

description: XPS of Pb(NO3)2, PAPVAM and PAPVAM with Pb(II). By XPS, interaction of different atoms can be confirmed.
DOI: 10.5281/zenodo.7398305
title: Optically measured mean leaf traits from a large set of taxa growing in two botanical gardens: in the French Alps and southern Finland

description: This dataset contains records of the optically measured mean leaf traits (adaxial flavonol & anthocyanin index and chlorophyll index, units are an optical index of leaf/epidermal relative absorbance) from a large set of plant taxa growing at alpine botanical garden at the Joseph Fourier Field Station (Université Grenoble Alps, France; 2100 m a.s.l.; 45°2' 9" N, 6°23' 59" E) and at Kumpula Botanical Garden (LUOMUS, University of Helsinki, Finland; 14 m a.s.l.; 60° 12' 7" N, 24° 57' 26" E;). Optical measurements were made during the summers of 2014 and 2015 with a leaf-clip Dualex Scientific + (Force-A, Paris-Orsay, France) and all detailed information about the methods are published in Hartikainen and Robson, doi: 10.3389/fpls.2022.1058162. This dataset also includes spectrophotometer measurements of absorbance by phenolic compounds in leaf extracts in acidified methanol (abs range 290-400 nm) and mini-PAM measurements of chlorophyll fluorescence from different subsets of taxa at alpine botanical garden. All details concerning these data are given in Hartikainen and Robson (doi: 10.3389/fpls.2022.1058162) and its Supplementary Materials. Sheet with explanation of the different variables is also included.
description: A grant from eLTER-Europe Transnational Access partially funded this research at the Station Alpine Joseph Fourier, Lautaret Garden-UMS 3370 (Univ. Grenoble Alpes, CNRS, SAJF, 38000 Grenoble, France); a member of AnaEE-France. T.M. Robson and S.M. Hartikainen were partially supported by Academy of Finland decisions # 266523, #304519 and #324555.
DOI: 10.5281/zenodo.7398304
title: Optically measured mean leaf traits from a large set of taxa growing in two botanical gardens: in the French Alps and southern Finland

description: This dataset contains records of the optically measured mean leaf traits (adaxial flavonol & anthocyanin index and chlorophyll index, units are an optical index of leaf/epidermal relative absorbance) from a large set of plant taxa growing at alpine botanical garden at the Joseph Fourier Field Station (Université Grenoble Alps, France; 2100 m a.s.l.; 45°2' 9" N, 6°23' 59" E) and at Kumpula Botanical Garden (LUOMUS, University of Helsinki, Finland; 14 m a.s.l.; 60° 12' 7" N, 24° 57' 26" E;). Optical measurements were made during the summers of 2014 and 2015 with a leaf-clip Dualex Scientific + (Force-A, Paris-Orsay, France) and all detailed information about the methods are published in Hartikainen and Robson, doi: 10.3389/fpls.2022.1058162. This dataset also includes spectrophotometer measurements of absorbance by phenolic compounds in leaf extracts in acidified methanol (abs range 290-400 nm) and mini-PAM measurements of chlorophyll fluorescence from different subsets of taxa at alpine botanical garden. All details concerning these data are given in Hartikainen and Robson (doi: 10.3389/fpls.2022.1058162) and its Supplementary Materials. Sheet with explanation of the different variables is also included.
description: A grant from eLTER-Europe Transnational Access partially funded this research at the Station Alpine Joseph Fourier, Lautaret Garden-UMS 3370 (Univ. Grenoble Alpes, CNRS, SAJF, 38000 Grenoble, France); a member of AnaEE-France. T.M. Robson and S.M. Hartikainen were partially supported by Academy of Finland decisions # 266523, #304519 and #324555.
DOI: 10.6084/m9.figshare.20601930.v1
title: Effects of a volatile organic compound filter on breath profiles measured by secondary electrospray high-resolution mass spectrometry: data

description: .wiff data files MFI = with filter OFI = no filter HRA = humidified room air
DOI: 10.6084/m9.figshare.20601930
title: Effects of a volatile organic compound filter on breath profiles measured by secondary electrospray high-resolution mass spectrometry: data

description: .wiff data files MFI = with filter OFI = no filter HRA = humidified room air
DOI: 10.17632/33mhhmfjfg.1
title: Feasibility of Ramming Erosion Area of Earthen Sites Using Solidified Soil Induced by An Ancient Curing Agent, Calcined Ginger Nuts

description: In northwestern China, the earthen sites is threatened because of environmental hazards, such as wind erosion, water erosion, and so on. Rammed reinforcement of the erosion area can improve the overall stability of the site. The formation of the ramming area is a new surface, and new interface between the ramming area and the original site is formed. Therefore, ramming area must meet principle of "repairing the old as the old" and maintain compatibility with the original earthen sites in terms of soil strength, permeability. Calcined ginger nuts (CGN) is an environment-friendly and inorganic material that is emerging curing agent to reinforce the erosion area of the earthen site, which may make the reinforcement area to meet the above requirements. A series of tests were performed to verify its feasibility and investigate its solidified effects and mechanism. The study demonstrated that, with dosage and curing time increasing, the shear strength and unconfined compressive strength of solidified samples slightly improved and the permeability coefficient decreased with a small extent, the disintegration and shrinkage rate significantly decreased, and the total color difference value of samples increased as the sample became brighter. Furthermore, the mechanism of solidified soil has been studied by performing mercury injection, X-ray diffraction (XRD), and scanning electron micrograph (SEM) tests under 25% dosage, which is proposed as the optimum dosage. The pore size decreased with increase of curing time as calcium carbonate content increased. Crystal type of calcium carbonate is mainly calcite—a material with high strength and cohesiveness. Thus, carbonation is the dominant reaction during the curing stage. Moreover, the crystal morphology of calcite changes from needle-stick calcite to flake. In conclusion, CGN can be used as curing agent for reinforcing the erosion area of earthen sites.
DOI: 10.17632/5v7kjst3w7.1
title: MATLAB (pcode) to generate bending angles and calculate the cables length during tracking a spiral-like trajectory 

description: The first  file named cableslength.p is an executable MATLAB code (PCODE) which helps to generate the required bending and orientation angles allowing the robot to follow a specific spiral-like trajectory and calculate the cables length for each section during trajectory tracking. The file named Visualization3D.p depicts the 3D simulation during trajectory tracking using ANN.