cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4108530
title: Mumbai 2020: Eddy Covariance Observations

description: Urban energy balance fluxes using Eddy covariance technique at the VMCC flux tower located in Mumbai, India. This data set contains monitored data on urban surface energy balance fluxes, meteorological variables. The surface energy balance fluxes and meteorological variables were monitored using low cost eddy covariance method (Markwitz & Siebicke 2019) and the flux tower is situated at 19° 07' 57.101'' N, 72° 55' 02.100'' E in the campus of Indian Institute of Technology Bombay (IIT Bombay), Powai, Mumbai, India. The instruments were installed on a rooftop of VMCC building at a height of 37m above the ground. The pollutants are the observations from Maharashtra Pollution control Board (MPCB) stations. The MPCB data can be downloaded from the website: https://app.cpcbccr.com/ccr/#/caaqm-dashboard-all/caaqm-landing Files: Data_EddyFluxSite_Powai.csv Includes the data from the flux tower situated in IIT Bombay campus, Powai, Mumbai. The dataset is for the period from Jan 19, 2020 to Apr 11, 2020
DOI: 10.5281/zenodo.4108529
title: Mumbai 2020: Eddy Covariance Observations

description: Urban energy balance fluxes using Eddy covariance technique at the VMCC flux tower located in Mumbai, India. This data set contains monitored data on urban surface energy balance fluxes, meteorological variables. The surface energy balance fluxes and meteorological variables were monitored using low cost eddy covariance method (Markwitz & Siebicke 2019) and the flux tower is situated at 19° 07' 57.101'' N, 72° 55' 02.100'' E in the campus of Indian Institute of Technology Bombay (IIT Bombay), Powai, Mumbai, India. The instruments were installed on a rooftop of VMCC building at a height of 37m above the ground. The pollutants are the observations from Maharashtra Pollution control Board (MPCB) stations. The MPCB data can be downloaded from the website: https://app.cpcbccr.com/ccr/#/caaqm-dashboard-all/caaqm-landing Files: Data_EddyFluxSite_Powai.csv Includes the data from the flux tower situated in IIT Bombay campus, Powai, Mumbai. The dataset is for the period from Jan 19, 2020 to Apr 11, 2020
DOI: 10.5519/qd.emsid6jd
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.48366/r44930
title: COVID-19 Reproductive Number Estimates

description: Comparison of published reproductive number estimates for the COVID-19 infectious disease
DOI: 10.5281/zenodo.4106101
title: Unignited Pressure Peaking Phenomena

description: See separate metadata file The experimental data is provided in three separate parts. Concentration data from 8 experiments are given in a excel datasheet format with the second and third column as the time and concentration data. The pressure data is given as text format (ASCII) Time P1 Trigger s kPa V The mass flow data is given in text format in the corresponding folder, where CH1 is the time vector, CH2 is the mass flow rate given in Volts. It converts to g/s by mfr = (U-1)*6.25 and CH3 is the pressure at the mass flow meter given in units Volts. It converts to unit bar by p=62.5*(U-1). Reference paper: https://doi.org/10.1016/j.ijhydene.2020.08.221
DOI: 10.5281/zenodo.4106100
title: Unignited Pressure Peaking Phenomena

description: See separate metadata file The experimental data is provided in three separate parts. Concentration data from 8 experiments are given in a excel datasheet format with the second and third column as the time and concentration data. The pressure data is given as text format (ASCII) Time P1 Trigger s kPa V The mass flow data is given in text format in the corresponding folder, where CH1 is the time vector, CH2 is the mass flow rate given in Volts. It converts to g/s by mfr = (U-1)*6.25 and CH3 is the pressure at the mass flow meter given in units Volts. It converts to unit bar by p=62.5*(U-1). Reference paper: https://doi.org/10.1016/j.ijhydene.2020.08.221
DOI: 10.21227/g55z-re87
title: A Multispectral Light Field Dataset for Light Field Deep Learning

description: Deep learning undoubtedly has had a huge impact on the computer vision community in recent years. In light field imaging, machine learning-based applications have significantly outperformed their conventional counterparts. Furthermore, multi- and hyperspectral light fields have shown promising results in light field-related applications such as disparity or shape estimation. Yet, a multispectral light field data\-set, enabling data-driven approaches, is missing. Therefore, we propose a new synthetic multispectral light field dataset with depth and disparity ground truth. The dataset consists of a training, validation and test dataset, containing light fields of randomly generated scenes, as well as a challenge dataset rendered from hand-crafted scenes enabling detailed performance assessment.
DOI: 10.5281/zenodo.4108635
title: InaGeedicke/saltmarsh-invasion: First Release of code for saltmarsh invasion manuscript

description: This repository contains the code and data for our manuscript "Freshwater input drives invasion success of exotic plants in saltmarsh communities by Geedicke et al. It is accepted for the Journal Austral Ecology in 2020.
DOI: 10.24378/exe.2623
title: Site-level variation in parrotfish grazing and bioerosion as a function of species-specific feeding metrics (dataset)

description: This is the dataset used for the Lange et al (2020) article "Site-level variation in parrotfish grazing and bioerosion as a function of species-specific feeding metrics" published in Diversity.
description: Tables 'Bite rates' and 'Bite scars' contain raw data on parrotfish feeding observations in the Maldives and the Chagos Archipelago, Indian Ocean, which were used to fit linear regressions and model allometric relationships. Table 'UVC data' contains parrotfish abundances and sizes at both study locations in 2019 (UVC - underwater visual census). The tab 'formulas' contains values and regressions that were used to calculate biomass, grazing and erosion functions of individuals at surveyed reef sites.
description: The article associated with this dataset is located in ORE at: http://hdl.handle.net/10871/123308
DOI: 10.5880/sfb806.51
title: CRC806-E1 Database on Final Palaeolithic sites of Europe V-2020_08_20

description: The dataset comprises site-locations for the Final Palaeoltihc of Europe. For questions and comments contact: Isabell Schmidt isabell.schmidt@uni-koeln.de
DOI: 10.5281/zenodo.4095301
title: EPARCHOS - Historical Greek handwritten document dataset

description: The dataset originates from a Greek handwritten codex that dates from around 1500-1530. This is the subset of the codex British Museum Addit. 6791, written by two hands, one by Antonius Eparchos and the other by Camillos Zanettus (ff. 104r-174v) and delivers texts by Hierocles (In Aureum carmen), Matthaeus Blastares (Collectio alphabetica) and, notably, texts by Michael Psellos (De omnifaria doctrina). The writing delivers the most important abbreviations, logograms and conjunctions, which are cited in virtually every Greek minuscule handwritten codex from the years of the manuscript transliteration and the prevalence of the minuscule script (9th century) to the post-Byzantine years. This dataset consists of 120 scanned handwritten text pages, containing 9285 lines of text, 18809 words (6787 unique words). For each page, a PageXML is provided containing the following groundtruth: Text region polygon coordinates Text line polygon coordinates with the corresponding transcription text Word polygon coordinated with the corresponding transcription text
DOI: 10.5281/zenodo.4095300
title: EPARCHOS - Historical Greek handwritten document dataset

description: The dataset originates from a Greek handwritten codex that dates from around 1500-1530. This is the subset of the codex British Museum Addit. 6791, written by two hands, one by Antonius Eparchos and the other by Camillos Zanettus (ff. 104r-174v) and delivers texts by Hierocles (In Aureum carmen), Matthaeus Blastares (Collectio alphabetica) and, notably, texts by Michael Psellos (De omnifaria doctrina). The writing delivers the most important abbreviations, logograms and conjunctions, which are cited in virtually every Greek minuscule handwritten codex from the years of the manuscript transliteration and the prevalence of the minuscule script (9th century) to the post-Byzantine years. This dataset consists of 120 scanned handwritten text pages, containing 9285 lines of text, 18809 words (6787 unique words). For each page, a PageXML is provided containing the following groundtruth: Text region polygon coordinates Text line polygon coordinates with the corresponding transcription text Word polygon coordinated with the corresponding transcription text
DOI: 10.21227/hc4c-c208
title: A Multispectral Light Field Dataset for Light Field Deep Learning

description: Deep learning undoubtedly has had a huge impact on the computer vision community in recent years. In light field imaging, machine learning-based applications have significantly outperformed their conventional counterparts. Furthermore, multi- and hyperspectral light fields have shown promising results in light field-related applications such as disparity or shape estimation. Yet, a multispectral light field data\-set, enabling data-driven approaches, is missing. Therefore, we propose a new synthetic multispectral light field dataset with depth and disparity ground truth. The dataset consists of a training, validation and test dataset, containing light fields of randomly generated scenes, as well as a challenge dataset rendered from hand-crafted scenes enabling detailed performance assessment.
DOI: 10.21227/a9xz-7h85
title: A Multispectral Light Field Dataset for Light Field Deep Learning

description: Deep learning undoubtedly has had a huge impact on the computer vision community in recent years. In light field imaging, machine learning-based applications have significantly outperformed their conventional counterparts. Furthermore, multi- and hyperspectral light fields have shown promising results in light field-related applications such as disparity or shape estimation. Yet, a multispectral light field data\-set, enabling data-driven approaches, is missing. Therefore, we propose a new synthetic multispectral light field dataset with depth and disparity ground truth. The dataset consists of a training, validation and test dataset, containing light fields of randomly generated scenes, as well as a challenge dataset rendered from hand-crafted scenes enabling detailed performance assessment.
DOI: 10.5519/qd.k6fkbi74
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (52513 records)
DOI: 10.17632/vjcp638v6h.1
title: ProfSchool

description: Dataset created with data from Brazilian Teachers and High Schools. Contains results from the SAEB 2017 questionnaires.
DOI: 10.17632/4zsggk9swp.1
title: Teaching Academic Staff to Implement Interactive Graphics for their Courses – A Contribution to Digital Education during the COVID-19 Pandemic

description: Questionnaires on Online-Workshop to teach academic staff to Implement Interactive Graphics for their Course. Item of questionnaire before workshop: 1. Age 2. Gender 3. Have you already used digital media for your class (video-conferences tools such as Microsoft-Teams and Zoom are not meant)? 4. For how much time (in percent) is it reasonable to use digital teaching tool in higher education? 5. I find the increasing use of digital teaching media in higher education for students … 6. I find the increasing use of digital teaching media in higher education for lecturers… 7. Interactive graphics facilitate teaching 8. Interactive graphics facilitate learning 9. I´m experienced in programming. 10. I have knowledge in using R. 11. I have already used interactive graphics before. 12. The invention of the letterpress in the 15th century reduced in my opinion the need for traditional face-to-face class 13. The invention of the internet in the 20th century will fundamentally promote a permanent shift into digital teaching in higher education. 14. The COVID-19 pandemic will fundamentally promote a permanent shift into digital teaching in higher education. Item of questionnaure after workshop 1. Age 2. Gender 3. Interactive graphics facilitate teaching 4. Interactive graphics facilitate learning 5. I can imagine using interactive graphics in my classes in the future. 6. I can imagine programming interactive graphics for my classes in the future. 7. The workshop promoted my interest for using digital teaching media 8. Further comments and ideas
DOI: 10.17632/8kx755v543.2
title: Mg-Sc diffusion mobility data

description: The atomic mobility database for hcp and bcc solid solution phases in Mg-Sc binary alloys was developed via fitting the experimental determined interdiffusion coefficients and impurity diffusion coefficients. The mobility paramters were optimized using Parrot modulus in ThermoCalc/Dictra software. The diffusion coefficients were extracted by using Sauer–Freise method.
DOI: 10.17632/cxfz3bc7g7.1
title: Amino acids enhance polyubiquitination of Rheb and its binding to mTORC1 by blocking lysosomal ATXN3 deubiquitinase activity
DOI: 10.17632/h848vjyyy6.1
title: Arbuscular mycorrhizal fungi in rosewood (Aniba rosaeodora Ducke) and mahogany (Swietenia macrophylla King) in the Manaus region

description: In the State of Amazonas there are two distinct periods of rainfall distribution, which are concentrated between December and April and a dry period, which runs from June to September. This climate characteristic can interfere in the establishment of the mycorrhizal association in forest species, considering that soil moisture can interfere with the germination of mycorrhizal fungi spores. The soil moisture near the field capacity favors the development of symbiosis, and alternations between dry and rainy periods can favor the sporulation of AMF. However, there are discrepancies among the studies regarding the establishment of mycorrhizal fungi as a function of soil moisture. The restriction of water availability in the months of low precipitation induces in the microorganisms associated with the plant, the activation of adaptation mechanisms, such as increased sporulation. The mycorrhization occurs mainly in thin and new roots, which must be present at the time the AMF are observed, a situation that may vary according to the plant species and their location in the forest system. Mahogany (Swietenia macrophylla King) and rosewood (Aniba rosaeodora Ducke) are native species from the Amazon of high economic value. The cultivation of these plants involves the use of appropriate agricultural practices to obtain productive forest stands. The success of the establishment of these species depends on the ability to withstand edaphoclimatic variations and, consequently, to present high percentages of survival in the field and less need for cultural treatments, therefore, the association with mycorrhizal fungi can be of fundamental importance for the establishment of these species, as it can improve mineral nutrition and water absorption for the metabolism of plants in periods of less precipitation. These factors must be considered: seasonality, edaphic factors, host dependency, host plant ages, the sporulation skills and the patterns of distribution of FMA spores in soils. There are several studies carried out with mycorrhizal associations in the Amazon with annual crops (Miranda, Vilela, & 2005; Silva, Siqueira & Stürmer , 2009), as well as with perennial species (Oliveira, 2001; Oliveira & Oliveira, 2004; Moreira, Oliveira, Maia & Oliveira, 2019b). However, more researches are needed to better understand how mycorrhizal relationships are established in regional plant species. The present study verified the occurrence of mycorrhizal fungi in rosewood (Aniba rosaeodora Ducke) and mahogany (Swietenia macrophylla King) cultivated in two rural properties in the Community of Brasileirinho, in the municipality of Manaus, in three different periods, and to verify how these associations contribute to the nutrition of these two species.
DOI: 10.17632/2zc68rn629.1
title: LINF_010009500

description: Protein of unknown function (DUF791)
DOI: 10.17632/y6p8yds7k8.1
title: Evaluating the Loneliness of People in Bicester, United Kingdom

description: This report studies the effect of loneliness of people in Bicester, United Kingdom.
DOI: 10.17632/tvjfz8bwm9.1
title: LINF_010010000

description: long chain fatty acid CoA ligase
DOI: 10.17632/jt533nkhsf.2
title: Clo-Sket

description: Clo-Sket is a database of clothing sketch pictures that had been produced based on six categories of clothing photograph images, including dresses, blouses, shirts, pants, skirts, and jackets. These images were further decomposed into 23 sub-categories. Ten photo samplings from each sub-category were sampled, making up 230 photograph images. Based on each photograph, ten sketchers sketched the clothing, resulted in a total of 2300 clothing sketch images. The dataset can be used for cross-domain (between photo and sketch) image matching, image retrieval. It can be used for training, testing and validating the classification algorithm based on machine learning or deep learning, due to the amount of the sketch image and sketch’s intra variability within one sub-category.
DOI: 10.17632/yckh8rkr9c.1
title: A Novel PLOD1 Gene Mutation causing Kyphoscoliotic Ehlers-Danlos Syndrome in Chinese patient

description: Kyphoscoliotic Ehlers-Danlos syndrome (kEDS) is a rare autosomal recessive connective tissue disorder characterized by progressive kyphoscoliosis, congenital muscular hypotonia, marked joint hypermobility, and severe skin hyperextensibility and fragility. Deficiency of lysyl hydroxylase 1 (LH1) due to mutations of PLOD1 (procollagen-lysine, 2-oxoglutarate 5-dioxygenase 1) gene has been identified as the pathogenic cause of kEDS (kEDS-PLOD1). Up to now, kEDS-PLOD1 has not been reported among Chinese population. We reported a 17-year-old Chinese male patient presenting with hypotonia, joint hypermobility and scoliosis was referred to our hospital. After birth, he was found to have severe hypotonia leading to delayed motor development. Subsequently, joint hypermobility, kyphoscoliosis and amblyopia were found. Inguinal hernia was found at age 5 years and closed by surgery. At the same time, he presented with hyperextensible and bruisable velvety skin with widened atrophic scarring after minor trauma. Dislocation of elbow joint was noted at age of 6 years. Orthopedic surgery for correction of kyphoscoliosis was performed at age 10 years. His family history was unremarkable. Physical examination revealed elevated blood pressure. Slight facial dysmorphologies including high palate, epicanthal folds, and down-slanting palpebral fissures were found. He also had blue sclerae with normal hearing. X-rays revealed severe degree of scoliosis and osteopenia. The Echocardiography findings were normal. Laboratory examination revealed a slightly elevated bone turnover. Based on the clinical manifestations presented by our patient, kEDS was suspected. Genetic analysis revealed a novel homozygous missense mutation of PLOD1 (c.1697 G&gt;A, p.C566Y) (NM_000302.4), confirming the diagnosis of kEDS-PLOD1. Corresponding heterozygous mutation was detected in his parents. This variant is possibly causative for kEDS because it was predicted to be “PROBABLY DAMAGING” with a score 0.999 by Polyphen‐2, “AFFECT PROTEIN FUNCTION” with a score 0.00 by SIFT, and “disease causing” by Mutation Taster.
DOI: 10.17632/2mcz32jdp4.1
title: BZResearch_Data

description: A double-blind, parallel-group design study 30 undergraduates randomly allocated to acute oral treatments with 15 mg diazepam or placebo. Working Memory Capacity (running memory span and counting span) tasks and story recall were assessed pre- and post-treatment. Story presentation was succeeded by 10 min of Retroactive Interference (RI - spotting differences in pictures) or minimal RI (doing nothing in darkened rooms). Delayed story recall was assessed under diazepam and 7 days later in a drug-free session to assess accelerated forgetting. Results: Recall of stories encoded or reencoded (reconsolidated) under diazepam was severely impaired (anterograde amnesia). However, diazepam did not: impair WMC, increase susceptibility to RI nor accelerate forgetting assessed 7 days later.
DOI: 10.17632/d9h45c55rr.1
title: LINF_010009200

description: ribosomal protein S7
DOI: 10.17632/rhs8y2r7jv.1
title: Data for: Reverse Entrepreneurial Migration in China and India: The Role of the State

description: This includes two original data sets: 1) a China survey of 100 returned and 100 local entrepreneurs from Shanghai, Beijing and Guangzhou conducted in 2004 through a face-to-face format; 2) an India survey administered in 2016-17, comprising 150 returned entrepreneurs and senior managers, and 75 local entrepreneurs in the Indian cities of Pune, Bangalore and New Delhi.
DOI: 10.17632/dkx728tns4.14
title: Data for: Engineering geology of residual soil derived from mudstone in Zimbabwe

description: The soil properties and supplementary materials are provided.
DOI: 10.6084/m9.figshare.13117637
title: Supplementary Material for: A Case of Duodenal Tumor Adjacent to the Diverticulum That Was Resected by the Technique of Partial Submucosal Injection Combined with Underwater Endoscopic Mucosal Resection

description: A 66-year-old male was referred to our hospital for treatment of duodenal tumor. The most difficult part was that the lesion was adjacent to duodenal diverticulum. Endoscopic mucosal resection (EMR) was difficult because submucosal injection spread broadly and quickly and makes it difficult to visualize the diverticulum edge of the lesion. Simple underwater EMR (UEMR) had risk for perforation at the diverticulum part because duodenal diverticulum is spurious diverticulum that defects the proper muscle layer. Therefore, to make sufficient distance between diverticulum and the lesion, we performed partial submucosal injection into only the diverticulum side of the lesion combined with simple UEMR. The lesion was resected en bloc without any adverse events. Histopathological diagnosis was tubular adenoma with moderate atypia and surgical margin negative. Partial submucosal injection combined with simple UEMR might be useful for duodenal tumor that has any technical difficulties as in this case.
DOI: 10.17632/hvgx8rgdbg.1
title: IPILIMUMABE

description: TABELA IPI RETRATAMENTO
DOI: 10.17632/7zf3r9t53s.1
title: Size_dependent_aerosol_activation_dataset
DOI: 10.17632/wcz7n878cf.1
title: Data for: Diagenetic facies prediction using a LDA-assisted SSOM method for the Eocene beach-bar sandstones of Dongying Depression, East China

description: The training samples for LDA and SSOm method, and the core routine analysis results of fractured diagenetic facies.
DOI: 10.17632/rcbd675rt6.1
title: Vehicle Routing with Occasional Drivers and Order Bundles (VRP-OD-OB)

description: Data Sets for the Vehicle Routing with Occasional Drivers and Order Bundles (VRP-OD-OB)
DOI: 10.17632/5syy6gf4bw.2
title: Kasashima et al, Developmental Cell 2020