cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/pxvdm26rn7.1
title: Nigeria National Demand Timeseries [2016]

description: To allow for a proper assessment of the reliability contribution of renewables on any grid, it is imperative that the electricity demand is reflective of actual consumption. Historical national demand time series profiles are not publicly available from Nigeria’s transmission system operator; therefore, a long-term demand profile had to be developed. Using hourly demand timeseries of 5 Nigerian utilities, with an aggregate regulated offtake requirement of 53.5% of total grid generation, we have reconstructed a timeseries demand "suppressed" for the entire Nigerian grid. This analysis was performed for a five-year period and validated against annual energy consumption data from the multi-year tariff order (MYTO) financial model used by the Nigerian Electricity Regulatory Commission (NERC). Validation results yield an average error margin of 5.8%, while the peak demand for period is 4.8GW. 
To establish the hourly national unsuppressed demand profile, the unsuppressed demand profile for each utility is first generated, and then the national profile is estimated based on an historical network-wide stress test. Due to significant load shedding events, the measured timeseries demand data of utilities typically are populated with blanks. Therefore, a suitable method is required to estimate the demand that would have otherwise occurred if there were no outage events. A structural model developed to reconstruct unsuppressed demand data based on the historical observations of suppressed demand on the feeder is applied to the utility demand data. The reconstructed demand timeseries leverages data either side of a load shedding event to fill in a likely value resulting in better estimates of demand at times of the day when a feeder is often disconnected. It is then possible to aggregate the reconstructed timeseries profiles to determine the unsuppressed grid connected demand. The peak unsuppressed demand for the period is 8.0GW, with an average unmet energy demand of 51.5% (26.7TWh). The 2016 timeseries data provided here is for research purposes only.
DOI: 10.17632/pxvdm26rn7.2
title: Nigeria National Electricity Demand Timeseries [2016]

description: To allow for a proper assessment of the reliability contribution of renewables on any grid, it is imperative that the electricity demand is reflective of actual consumption. Historical national demand time series profiles are not publicly available from Nigeria’s transmission system operator; therefore, a long-term demand profile had to be developed. Using hourly demand timeseries of 5 Nigerian utilities, with an aggregate regulated offtake requirement of 53.5% of total grid generation, we have reconstructed a timeseries demand "suppressed" for the entire Nigerian grid. This analysis was performed for a five-year period and validated against annual energy consumption data from the multi-year tariff order (MYTO) financial model used by the Nigerian Electricity Regulatory Commission (NERC). Validation results yield an average error margin of 5.8%, while the peak demand for period is 4.8GW. 
To establish the hourly national unsuppressed demand profile, the unsuppressed demand profile for each utility is first generated, and then the national profile is estimated based on an historical network-wide stress test. Due to significant load shedding events, the measured timeseries demand data of utilities typically are populated with blanks. Therefore, a suitable method is required to estimate the demand that would have otherwise occurred if there were no outage events. A structural model developed to reconstruct unsuppressed demand data based on the historical observations of suppressed demand on the feeder is applied to the utility demand data. The reconstructed demand timeseries leverages data either side of a load shedding event to fill in a likely value resulting in better estimates of demand at times of the day when a feeder is often disconnected. It is then possible to aggregate the reconstructed timeseries profiles to determine the unsuppressed grid connected demand. The peak unsuppressed demand for the period is 8.0GW, with an average unmet energy demand of 51.5% (26.7TWh). The 2016 timeseries data provided here is for research purposes only.
DOI: 10.17632/5772rx4df8.2
title: Northern Atacama Desert Radiocarbon Dataset

description: Compilation of 1004 radiocarbon dates of archaeological sites located in the Northern Atacama Desert, South-Central Andes, and published between 1963 and 2021. 
The .xls file contains the complete radiocarbon dataset and the .doc file contains the dataset references.
DOI: 10.17632/5772rx4df8.1
title: Northern Atacama Desert Radiocarbon Dataset

description: Compilation of 1004 radiocarbon dates of archaeological sites located in the Northern Atacama Desert and published between 1963 and 2021. 
The .xls file contains the complete radiocarbon dataset and the .doc file contains the dataset references.
DOI: 10.17632/tyz68f4zps.1
title: Surveillance of Ochratoxin A in cocoa beans from cocoa-growing regions of Ghana

description: Objectives: Cocoa is one of the agricultural commodities which is highly susceptible to mycotoxin contamination. The present study surveyed the incidence and distribution of ochratoxin A (OTA) in cocoa beans over two crop seasons.
Materials and Methods: The cocoa beans samples were collected randomly from farmers across cocoa-growing regions of Ghana. OTA concentrations in the samples were determined by liquid chromatography-tandem mass spectrometry (LC-MS/MS) methods following purification on immunoaffinity solid phase column. 
Results: The result showed that 21.7% of all samples analyzed were contaminated with OTA at concentrations ranging from 0.01 g/kg to 12.36 g/kg. However, 0.9% and 3.5% of the OTA-positive samples exceeded the OTA maximum limits of 10 g/kg for cocoa beans and 3 g/kg for cocoa powder, set by the Brazilian National Health Surveillance Agency and the European Commission, respectively. During the main and light crop seasons, the highest concentrations of OTA were detected in the Western North region, reaching up to 12.36 g/kg and 3.45 g/kg, respectively. OTA concentrations between the cocoa-growing regions in the main crop season were not significantly different (p > 0.05), however, the light crop season indicated a significant difference (p < 0.05). There was a significant difference (p < 0.05) between the two crop seasons. 
Conclusions: The need for regular monitoring and careful adherence to agronomic strategies such as good agricultural practices (GAPs), recommended code of practices (COPs) and good manufacturing practices (GMPs) for the prevention and reduction of OTA throughout the cocoa value chain cannot be over emphasized.
DOI: 10.17632/tyz68f4zps.2
title: Surveillance of Ochratoxin A in cocoa beans from cocoa-growing regions of Ghana

description: Objectives: Cocoa is one of the agricultural commodities which is highly susceptible to mycotoxin contamination. The present study surveyed the incidence and distribution of ochratoxin A (OTA) in cocoa beans over two crop seasons.
Materials and Methods: The cocoa beans samples were collected randomly from farmers across cocoa-growing regions of Ghana. OTA concentrations in the samples were determined by liquid chromatography-tandem mass spectrometry (LC-MS/MS) methods following purification on immunoaffinity solid phase column. 
Results: The result showed that 21.7% of all samples analyzed were contaminated with OTA at concentrations ranging from 0.01 g/kg to 12.36 g/kg. However, 0.9% and 3.5% of the OTA-positive samples exceeded the OTA maximum limits of 10 g/kg for cocoa beans and 3 g/kg for cocoa powder, set by the Brazilian National Health Surveillance Agency and the European Commission, respectively. During the main and light crop seasons, the highest concentrations of OTA were detected in the Western North region, reaching up to 12.36 g/kg and 3.45 g/kg, respectively. OTA concentrations between the cocoa-growing regions in the main crop season were not significantly different (p > 0.05), however, the light crop season indicated a significant difference (p < 0.05). There was a significant difference (p < 0.05) between the two crop seasons. 
Conclusions: The need for regular monitoring and careful adherence to agronomic strategies such as good agricultural practices (GAPs), recommended code of practices (COPs) and good manufacturing practices (GMPs) for the prevention and reduction of OTA throughout the cocoa value chain cannot be over emphasized.
DOI: 10.17632/x967t2rc7n.1
title: LINF_340040600

description: D-Tyr-tRNA(Tyr) deacylase
Leishmania infantum (strain JPCM5)
DOI: 10.17632/ffhhz84dk3.1
title: LINF_340039700

description: mt-SAF33
Leishmania infantum (strain JPCM5)
DOI: 10.17632/3626smzzd8.1
title: Intertidal macrobenthic seagrass biodiversity along a lagoonal confinement gradient

description: Abundance of macrobenthic morphotaxa at 4 intertidal seagrass sites (3 stations per site) along the confinement gradient of the Rainbow Channel in the leaky coastal lagoon of Moreton Bay, Queensland Australia.  These display relative uniformity of assemblage abundance, biodiversity and composition along a gradient displaying a tenfold change in water residence time, and suggest that seagrass faunas do not conform to confinement gradients.
DOI: 10.17632/dpxb4x523x.1
title: LINF_340039400

description: Alpha-keto-acid decarboxylase
Leishmania infantum (strain JPCM5)
DOI: 10.17632/79vk8sw8kf.1
title: Visual noise from caustic flicker does not affect the hunting success of cuttlefish

description: Raw data of an experiment investigating whether the hunting success and behaviour of the common cuttlefish Sepia officinalis if affected by the presence of visual noise.
DOI: 10.17632/79vk8sw8kf.2
title: Visual noise from caustic flicker does not affect the hunting success of cuttlefish

description: Data of an experiment investigating whether the hunting success and behaviour of the common cuttlefish Sepia officinalis if affected by the presence of visual noise. A key to the variable names is contained in the readme file.
DOI: 10.17632/94f23fcmz9.1
title: Resultant cutting force data

description: The resultant cutting force data obtained during high-speed machining of Inconel
DOI: 10.17632/rmz74cpfvc.1
title: Aplicativos móveis direcionados aos idosos para autogerenciamento do cuidado: revisão de escopo

description: Revisão de escopo
DOI: 10.17632/vd267tvyrn.1
title: Electoral Results of the 1991 Albanian Parliamentary Elections

description: This database presents the results of the March 31, 1991 parliamentary elections in Albania, providing a comprehensive overview of the electoral outcomes of this significant political event. The data contained in this database is an invaluable resource for researchers studying the political history of Albania and the development of its democratic process.
DOI: 10.17632/spdn6vb4wg.1
title:  The FANCJ Helicase Unfolds DNA-Protein Cross-Links to Promote Their Repair  - Yaneva et al.

description:  Unprocessed and uncompressed imaging data organised by figures and panels.
DOI: 10.17632/r3nkxtpdkn.1
title: [Dataset] Triple Mediation of Attitude to Bridge Transformational Leadership on Organizational Citizenship Behavior

description: This dataset is the result of a survey of 224 guard officers at Nusakambangan Prison, Indonesia. This dataset includes five research variables consisting of Transformational Leadership, Affective Organizational Commitment, Job Self Efficacy, Job Satisfaction, and Organizational Citizenship Behavior.
DOI: 10.17632/p3nwyjsm6k.2
title: Nucleotide Sequence List - subtype C sequences

description: Nucleotide Sequence List from the study: MOLECULAR AND PHYLOGENETIC ANALYSIS OF HIV-1 SUBTYPE C IN BAHIA STATE, NORTHEASTERN BRAZIL. OLIVEIRA ET AL., 2022.
DOI: 10.17632/p3nwyjsm6k.1
title: Nucleotide Sequence List - C and BC sequences

description: Nucleotide Sequence List from the study: Molecular and phylogenetic analysis of HIV-1 subtype C and BC isolates found in Bahia state, northeastern Brazil. OLIVEIRA ET AL., 2022.
DOI: 10.17632/p3nwyjsm6k.3
title: Nucleotide Sequence List - subtype C sequences

description: Nucleotide Sequence List from the study: MOLECULAR AND PHYLOGENETIC ANALYSIS OF HIV-1 SUBTYPE C IN BAHIA STATE, NORTHEASTERN BRAZIL. OLIVEIRA ET AL., 2022.
DOI: 10.17632/sm2n7v6r9d.1
title: LINF_340040800

description: glucose-6-phosphate 1-epimerase
Leishmania infantum (strain JPCM5)
DOI: 10.17632/x8brgg2j28.1
title: A Comparative Study of Fourier Transform and CycleGAN as Domain Adaptation Techniques for Weed Segmentation - Code and Data

description: This dataset contains the code and data to reproduce the experiments of the paper "A Comparative Study of Fourier Transform and CycleGAN as Domain Adaptation Techniques for Weed Segmentation". 

The dataset comes from the ROSE Challenge, a benchmarking competition of agricultural robots focused on autonomous weed destruction. The ROSE Challenge has been organized by the National Laboratory of Metrology and Testing (LNE) and the National Research Institute for Agriculture, Food, and the Environment (INRAE). Four teams participated in the ROSE field campaigns with different robots and camera systems. The teams' names are BIPBIP, PEAD, ROSEAU, and WeedElec. They collected images in the year 2019 in an experimental field at the INRAE research center located in Montoldre, France. The teams scanned maize and bean plants with four kinds of weeds under natural daylight conditions. The dataset is composed of RGB images (with different resolutions) and semantic segmentation masks to distinguish the crop, weed, and soil classes. There are 1000 labeled images in total (125 per team and crop type). In the paper experiments, we used the images of the teams BIPBIP and WeedElec with both maize and bean crops, being the most similar in terms of shooting conditions.
DOI: 10.17632/2grhg55gjt.1
title: LINF_340040700

description: mt-SAF31
Leishmania infantum (strain JPCM5)
DOI: 10.17632/ybcgrsvf9w.1
title: LINF_340043300

description: phosphatidylinositol 4-kinase | PI4K
Leishmania infantum (strain JPCM5)
DOI: 10.17632/3c9ptbzw9v.1
title: LINF_340041900

description: ruvB-like DNA helicase
Leishmania infantum (strain JPCM5)
DOI: 10.17632/ssx8jsbdgf.1
title: Replication Files for "International Risk Sharing in the EMU"

description: The folder contains the replication files for the paper "International Risk Sharing in the EMU", including the readme file.
DOI: 10.17632/sbgscpvgd4.1
title: LINF_340041600

description: amidinotransferase
Leishmania infantum (strain JPCM5)
DOI: 10.17632/k5y9cmhkwk.1
title: LINF_340041300

description: DNA topoisomerase IB, large subunit | TOP1A
Leishmania infantum (strain JPCM5)
DOI: 10.17632/sjwkmt2vv4.1
title: LINF_340041200

description: CPSF73 | cleavage and polyadenylation specificity factor subunit
Leishmania infantum (strain JPCM5)
DOI: 10.6084/m9.figshare.21803565
title: Online Appendix

description: In online Appendix, we provide an example of simulated trajectories with known coefficient of habitat selection (time-varying) as well as the simulated habitat used for the movement simulation. <br> In Appendix_function, we provide multiples functions usefull to run time-varying HSA, and apply them on an example in Run_me.R file.
DOI: 10.6084/m9.figshare.21803565.v1
title: Appendix S1

description: In Appendix S1, we provide an example of simulated trajectories with known coefficient of habitat selection (time-varying) as well as the simulated habitat used for the movement simulation. <br> In Appendix_function, we provide multiples functions usefull to run time-varying HSA, and apply them on an example in Appendix_R file.
DOI: 10.17632/nwmw34jdmm.2
title: climatic façade design

description: The graphical representations of the dataset include two types of sunburst charts that can be used to determine:
1.  Optimal values for WWR and Overhang depth based on daylight and energy performance considering the space properties in different climates
2.  Optimal range for building performance metrics (daylight quantity, glare, and energy demand) achievable in different climates based on the space properties
DOI: 10.17632/8f2d76f57y.1
title: Nanopore Sup. figure_ concordance analysisdata

description: Data for concordance analysis between Nanopore Sequencing and Sanger Sequencing, Rigshospitalet.
DOI: 10.17632/b67h7vg3gb.1
title: Tectonic Reactivation and Paleotopographic Evolution in Southwestern Chinese Tianshan since the Late Paleozoic

description: Supporting Information for [Tectonic Reactivation and Paleotopographic Evolution in Southwestern Chinese Tianshan since the Late Paleozoic]
Table 1. Results for Zircon (U-Th)He Analyses
Table 2. Fission track Age and Length Data
Table 3. Results for Apatite (U-Th)He Analyses
DOI: 10.5281/zenodo.6642275
title: Files and code for English dictionaries, gold and silver standard corpora for biomedical natural language processing related to SARS-CoV-2 and COVID-19

description: BACKGROUND Automated information extraction with natural language processing (NLP) tools is required to gain systematic insights from the large number of COVID-19 publications, reports and social media posts, which far exceed human processing capabilities. A key challenge for NLP is the extensive variation in terminology used to describe medical entities, which was especially pronounced for this newly emergent disease. FINDINGS Here we present an NLP toolbox comprising very large English dictionaries of synonyms for SARS-CoV-2 (including variant names) and COVID-19, which can be used with dictionary-based NLP tools. We also present a silver standard corpus generated with the dictionaries, and a gold standard corpus, consisting of PubMed abstracts manually annotated for disease, virus, symptom, protein/gene, cell type, chemical and species terms, which can be used to train and evaluate COVID-19-related NLP tools. Code for annotation, which can be used to expand the silver standard corpus or for text mining is also included. This toolbox is freely available on Github (on https://github.com/Aitslab/corona) and here. CONCLUSIONS The toolbox can be used for a variety of text analytics tasks related to the COVID-19 crisis and has already been used to create a COVID-19 knowledge graph, study the variability and evolution of COVID-19-related terminology and develop and benchmark text mining tools.
description: The code is written in python v3. Required packages to run: PyBioC (https://github.com/2mh/PyBioC), pandas v1.4.0 or higher, spacy v2.2
description: {"references": ["English dictionaries, gold and silver standard corpora for biomedical natural language processing related to SARS-CoV-2 and COVID-19. arXiv 2020, v3 2022 (arXiv:2003.09865)"]}
DOI: 10.17632/p9kgvwx853.1
title: Tracking Crystal-melt Segregation and Accumulation in the Intermediate Magma Reservoir

description: The supporting information includes Text S1 of methods; 
Figure S1: Geological maps of study area.
Figure S2: Zircon U-Pb Concordia diagrams.
Figure S3: Major element characteristics of intrusions.
Figure S4: Representative cross-polarized microphotographs.
Figure S5: Change of water content in melt.
Figure S6: Cartoon pattern diagram of crystal-melt segregation.
Supporting References. 
Supporting Tables S1-S11 are also included.
DOI: 10.17632/2nb7whhh94.1
title: The Effects of LPS With or Without Forskolin on NF-KB and TNF-alpha Expression in RT4-D6P2T Cells

description: Schwann cells can be used as a model to study injury and inflammation in the peripheral nervous system. For this study, two major pathways were explored: the nuclear factor kappa B (NF-KB) and cyclic adenosine monophosphate (cAMP) pathways. Both pathways play a major role in inflammation. The NF-KB pathway is known to be more pro-inflammatory through the production of inflammatory cytokines, such as tumor necrosis factor alpha (TNF-alpha). In vitro, the NF-KB pathway can be activated by treating Schwann cells with lipopolysaccharide (LPS), a cell wall immunostimulatory component of Gram-negative bacteria. The cAMP pathway is known to be more anti-inflammatory and promotes cell proliferation. In vitro, the cAMP pathway can be activated by treating Schwann cells with forskolin, an artificial root extract from the plant Coleus forskohlii. Although it is well-known that both the NF-KB and cAMP pathways are involved in inflammation, not much is known regarding the effects of cAMP activation on the expression of NF-KB and downstream effector molecules, like TNF-alpha, in Schwann cells during a LPS-stimulated inflammatory environment. It was hypothesized that cells treated with LPS and forskolin would have less NF-KB and TNF-alpha expression than cells treated with LPS only.

For this study, RT4-D6P2T cells received one of the following treatments: 0, 0.1, 1, or 10 ug/mL of LPS, with or without 2 uM of forskolin, for 3 hours. Cell lysates were prepared, and SDS-PAGE gel electrophoresis and Western blot were performed. Protein expression was visualized using enhanced chemiluminescence reagent and quantified via densitometry analysis using Bio Rad Image software.

As expected, for cells treated without LPS, forskolin appears to downregulate NF-KB and TNF-alpha expression compared to the control. However, for all doses of LPS, forskolin appears to downregulate NF-KB expression while upregulating TNF-alpha expression. Because TNF-alpha is produced downstream of the NF-KB pathway, the fact that TNF-alpha expression is upregulated even when NF-KB expression is downregulated shows that cAMP-activated TNF-alpha expression in LPS-treated Schwann cells may be independent of the NF-KB pathway.
DOI: 10.17632/w8p3cmh8vv.1
title: Risk of recurrence of nail unit melanoma after functional surgery versus amputation

description: Online-only Supplemental Materials for the Article Titled "Risk of recurrence of nail unit melanoma after functional surgery versus amputation."
DOI: 10.17632/3b7ptj3ryg.1
title: Sugarcane and sugarbeet production in China

description: This dataset is sugarcane and sugarbeet production in China, it contains the historical trends of cultivation practices, crop production area, yield parameters, all the accountable crop production and harvest-associated inputs, area- and yield-scaled CF and economic parameters of sugarcane and sugarbeet production for seven main provinces growing these crops in China from 1980 to 2018.
DOI: 10.17632/sz62srynjr.1
title: Dataset of electrophysiological markers of impaired executive attention after traumatic brain injury and in healthy aging

description: This supplementary dataset contains the results of correlation analysis between age and behavioral performance along with ERP responses on the major midline channels (Fz, Cz, Pz, and Oz). It also contains a supplementary figure showing behavior and EEG response differences between subjects with TBI (cohorted by injury severity) and age-matched controls.