cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4515779
title: Virtual Observatories (VO-ESD) time series in Geocentric and Centred-Dipole frames

description: Data from "The signature of geomagnetic field external drivers from Swarm data, (Saturnino et al, 2021, submited)" Dataset consists of time series of the three geomagnetic field components at a grid of 3394 Virtual observatories (VO) in two reference frames: Geocentric (GEO) and Centred-Dipole (CD). The data for each VO is obtained from all Swam mission data between January 2014 and December 2019, acquired inside a cylinder of 2.0 degrees (about 240 km) radius centred at each VO location and during a 30-day period. Satellite data within each cylinder lie between 450 and 530 km altitude (Swarm satellite’s altitude range). The used dataset is located between -/+ 60 degrees latitude, but otherwise no data selection is applied. VOs are placed at 500 km altitude and are 3.5 degrees apart. The Equivalent Source Dipole (ESD) technique is used to estimate a magnetic field value at each VO location and for each 30-day period (Saturnino et al., 2018). The magnetic field of internal origin (n ≤ 13) as given by the CHAOS-6 model (Finlay et al., 2016, version CHAOS-6-x9) was subtracted from the VO time series, in order to isolate the external contribution. In the CD rotated frame, the rotation was made prior to the choice of the VOs grid, and the VOs were then distributed along latitude bands relative to the CD instead of the GEO equator. Only then, was the ESD inversion applied.
description: {"references": ["Saturnino et al, 2018; Saturnino et al, 2021(to be submited)"]}
DOI: 10.5281/zenodo.4515778
title: Virtual Observatories (VO-ESD) time series in Geocentric and Centred-Dipole frames

description: Data from "The signature of geomagnetic field external drivers from Swarm data, (Saturnino et al, 2021, submited)" Dataset consists of time series of the three geomagnetic field components at a grid of 3394 Virtual observatories (VO) in two reference frames: Geocentric (GEO) and Centred-Dipole (CD). The data for each VO is obtained from all Swam mission data between January 2014 and December 2019, acquired inside a cylinder of 2.0 degrees (about 240 km) radius centred at each VO location and during a 30-day period. Satellite data within each cylinder lie between 450 and 530 km altitude (Swarm satellite’s altitude range). The used dataset is located between -/+ 60 degrees latitude, but otherwise no data selection is applied. VOs are placed at 500 km altitude and are 3.5 degrees apart. The Equivalent Source Dipole (ESD) technique is used to estimate a magnetic field value at each VO location and for each 30-day period (Saturnino et al., 2018). The magnetic field of internal origin (n ≤ 13) as given by the CHAOS-6 model (Finlay et al., 2016, version CHAOS-6-x9) was subtracted from the VO time series, in order to isolate the external contribution. In the CD rotated frame, the rotation was made prior to the choice of the VOs grid, and the VOs were then distributed along latitude bands relative to the CD instead of the GEO equator. Only then, was the ESD inversion applied.
description: {"references": ["Saturnino et al, 2018; Saturnino et al, 2021(to be submited)"]}
DOI: 10.20351/29sg20100407
title: MEDOC Cruise, RV Sarmiento de Gamboa

description: MEDOC Cruise (29SG20100407) carried out on the Research Vessel Sarmiento de Gamboa in 2010
DOI: 10.48370/ofd/pwsdr2
title: Goździk brodaty (Dianthus barbatus L. s. str.), 6789

description: Herbarium
DOI: 10.48370/ofd/pwsdr2/d6bp9s
title: HMW_Dianthus barbatus_L_s_str_H_6789.jpg

description: :unav
DOI: 10.48370/ofd/gyjn3u
title: Goździk brodaty (Dianthus barbatus L. s. str.), 7327

description: Herbarium
DOI: 10.48370/ofd/gyjn3u/shwkgh
title: HMW_Dianthus barbatus_L_s_str_H_7327.jpg

description: :unav
DOI: 10.48370/ofd/asmxgs
title: Goździk brodaty (Dianthus barbatus L. s. str.), 7149

description: Herbarium
DOI: 10.48370/ofd/asmxgs/zoduwi
title: HMW_Dianthus barbatus_L_s_str_H_7149.jpg

description: :unav
DOI: 10.48370/ofd/v4eyph
title: Goździk brodaty (Dianthus barbatus L. s. str.), 8177

description: Herbarium
DOI: 10.48370/ofd/v4eyph/mtgncs
title: HMW_Dianthus barbatus_L_s_str_H_8177.jpg

description: :unav
DOI: 10.15468/mcc2gb
title: A new species of Amplisegmentum Webb (Diptera: Therevidae) from Venezuela

description: This dataset contains the digitized treatments in Plazi based on the original journal article Winterton, Shaun L. (2021): A new species of Amplisegmentum Webb (Diptera: Therevidae) from Venezuela. Zootaxa 4927 (4): 576-582, DOI: https://doi.org/10.11646/zootaxa.4927.4.8
DOI: 10.48370/ofd/bw9a2q
title: Goździk brodaty (Dianthus barbatus L. s. str.), 8348

description: Herbarium
DOI: 10.48370/ofd/bw9a2q/i2ao3u
title: HMW_Dianthus barbatus_L_s_str_H_8348.jpg

description: :unav
DOI: 10.48370/ofd/0rvuta
title: Goździk brodaty (Dianthus barbatus L. s. str.), 8641

description: Herbarium
DOI: 10.48370/ofd/0rvuta/usfzhd
title: HMW_Dianthus barbatus_L_s_str_H_8641.jpg

description: :unav
DOI: 10.48370/ofd/wkvw70
title: Goździk brodaty (Dianthus barbatus L. s. str.), 2068

description: Herbarium
DOI: 10.48370/ofd/wkvw70/lie8i4
title: HMW_Dianthus barbatus_L_s_str_H_2068.jpg

description: :unav
DOI: 10.48370/ofd/oikcq9
title: Rdest ptasi (Polygonum aviculare L.), 788

description: Herbarium
DOI: 10.48370/ofd/oikcq9/q6cwno
title: HMW_Polygonum_aviculare_L_H_0788.jpg

description: :unav
DOI: 10.48370/ofd/m9pvp2
title: Rdest ptasi (Polygonum aviculare L.), 1127

description: Herbarium
DOI: 10.48370/ofd/m9pvp2/laef1q
title: HMW_Polygonum_aviculare_L_H_1127.jpg

description: :unav
DOI: 10.20351/29he20110211
title: MALASPINA_LEG3 Cruise, RV Hespérides

description: MALASPINA_LEG3 Cruise (29HE20110211) carried out on the Research Vessel Hespérides in 2011
DOI: 10.6084/m9.figshare.14039153.v1
title: Table 1. Study participants

description: Table linked to the article "Contribution to the design of visual informative material for chronic patients".
DOI: 10.6084/m9.figshare.14039153
title: Table 1. Study participants

description: Table linked to the article "Contribution to the design of visual informative material for chronic patients".
DOI: 10.15468/df67n3
title: A new species of Aegidium Arrow (Coleoptera: Scarabaeidae: Orphninae) from Colombia

description: This dataset contains the digitized treatments in Plazi based on the original journal article Frolov, Andrey V., Akhmetova, Lilia A. (2021): A new species of Aegidium Arrow (Coleoptera: Scarabaeidae: Orphninae) from Colombia. Zootaxa 4927 (4): 583-586, DOI: https://doi.org/10.11646/zootaxa.4927.4.9
DOI: 10.48370/ofd/rvzsub
title: Rdest ptasi (Polygonum aviculare L.), 2046

description: Herbarium
DOI: 10.17632/5xfkn6kk82.1
title: Short v Long Treatment Durations in Lung Transplant Recipients

description: Short v Long Treatment Durations in Lung Transplant Recipients data set
DOI: 10.48370/ofd/rvzsub/06qsr3
title: HMW_Polygonum_aviculare_L_H_2046.jpg

description: :unav
DOI: 10.48370/ofd/a0p2vg
title: Rdest ptasi (Polygonum aviculare L.), 791

description: Herbarium
DOI: 10.17632/rxffz9sytz.1
title: Adjacency Matrix of Real-World (nine cities)

description: This readme.txt file was generated on 2021-02-06 by Mohsen Ghaffari and Dr. Mansoor Davoodi-Monfared. GENERAL INFORMATION Adjacency Matrix of Real-World (Nine cities) Principal Investigator Contact Information Mohsen Ghaffari Department of Computer Science and Information Technology, Institute for Advanced Studies in Basic Sciences, Zanjan, Iran email: mohsen.ghaffari@iasbs.ac.ir Associate or Co-investigator Contact Information Dr. Mansoor Davoodi-Monfared Department of Computer Science and Information Technology, Institute for Advanced Studies in Basic Sciences, Zanjan, Iran email: mdmonfared@iasbs.ac.ir Date of data collection 2020.04.29 The geographic location of data collection Sareyn, Ardabil, Iran Barcelona, Spain London, England Munich, German New York, U.S. Paris, France Tehran, Iran Toronto, Canada Zanjan, Iran SHARING/ACCESS INFORMATION Link to the publication that uses the data Shortest Path Problem on Uncertain Networks: An Efficient Two Phases Approach, Mansoor Davoodi & Mohsen Ghaffari, Computers, and Industrial Engineering, 2021. sources https://www.openstreetmap.org/ https://github.com/AndGem/OsmToRoadGraph Please cite Shortest Path Problem on Uncertain Networks: An Efficient Two Phases Approach, Mansoor Davoodi & Mohsen Ghaffari, Computers, and Industrial Engineering, 2021. DATA & FILE OVERVIEW Files List Note: Each node is a crossover between streets, and edges are direct paths between nodes. Each file contains at least one emergency state. Ardabil.csv The adjacency matrix of Saryen city, which is a small city in Ardabil. It includes 1892 nodes and 2088 edges. Barcelona.csv The adjacency matrix of a part of Barcelona city, which includes 1397 nodes and 1506 edges. London.csv The adjacency matrix of a part of London city, which includes 1176 nodes and 1225 edges. Munich.csv The adjacency matrix of a part of Munich city, which includes 1148 nodes and 807 edges. New York.csv The adjacency matrix of a part of New York City, which includes 1433 nodes and 1667 edges. Paris.csv The adjacency matrix of a part of Paris city, which includes 1417 nodes and 1575 edges. Tehran.csv The adjacency matrix of a part of Tehran city, which includes 1045 nodes and 1071 edges. Toronto.csv The adjacency matrix of a part of Toronto city, which includes 1162 nodes and 1227 edges. Zanjan.csv The adjacency matrix of a part of Zanjan city, which includes 1062 nodes and 1208 edges. METHODOLOGICAL INFORMATION We extract a part of road graphs of some cities using https://www.openstreetmap.org/ and the presented source code in https://github.com/AndGem/OsmToRoadGraph. Note that all the selected maps include at least one emergency center, such as a hospital or fire station. We define the weight of the connections as the travel time for the corresponding connection in the network.
DOI: 10.48370/ofd/a0p2vg/4kia75
title: HMW_Polygonum_aviculare_L_H_0791.jpg

description: :unav
DOI: 10.48370/ofd/v0zw3v
title: Rdest ptasi (Polygonum aviculare L.), 3508

description: Herbarium
DOI: 10.48370/ofd/v0zw3v/givzrz
title: HMW_Polygonum_aviculare_L_H_3508.jpg

description: :unav
DOI: 10.48370/ofd/nxxzhr
title: Rdest ptasi (Polygonum aviculare L.), 6179

description: Herbarium
DOI: 10.48370/ofd/nxxzhr/zhvkae
title: HMW_Polygonum_aviculare_L_H_6179.jpg

description: :unav
DOI: 10.48370/ofd/i0lk8u
title: Rdest ptasi (Polygonum aviculare L.), 4686

description: Herbarium
DOI: 10.48370/ofd/i0lk8u/mlojio
title: HMW_Polygonum_aviculare_L_H_4686.jpg

description: :unav
DOI: 10.20351/29he20110317
title: MALASPINA_LEG4 Cruise, RV Hespérides

description: MALASPINA_LEG4 Cruise (29HE20110317) carried out on the Research Vessel Hespérides in 2011
DOI: 10.48370/ofd/yvkgme
title: Rdest ptasi (Polygonum aviculare L.), 5430

description: Herbarium
DOI: 10.48370/ofd/yvkgme/kwv7pd
title: HMW_Polygonum_aviculare_L_H_5430.jpg

description: :unav
DOI: 10.6084/m9.figshare.14039156
title: Table 2. Key events during stay in hospital

description: Table linked to the article "Contribution to the design of visual informative material for chronic patients".
DOI: 10.6084/m9.figshare.14039156.v1
title: Table 2. Key events during stay in hospital

description: Table linked to the article "Contribution to the design of visual informative material for chronic patients".
DOI: 10.48370/ofd/y18mjx
title: Rdest ptasi (Polygonum aviculare L.), 5468

description: Herbarium
DOI: 10.48370/ofd/y18mjx/eufurw
title: HMW_Polygonum_aviculare_L_H_5468.jpg

description: :unav
DOI: 10.6084/m9.figshare.14039162
title: Table 3. Segmentation of content, prioritization, and moment when it should be given to patients

description: Table linked to the article "Contribution to the design of visual informative material for chronic patients".
DOI: 10.6084/m9.figshare.14039162.v1
title: Table 3. Segmentation of content, prioritization, and moment when it should be given to patients

description: Table linked to the article "Contribution to the design of visual informative material for chronic patients".
DOI: 10.48370/ofd/dcdnw0
title: Rdest ptasi (Polygonum aviculare L.), 6559

description: Herbarium
DOI: 10.48370/ofd/dcdnw0/47axgd
title: HMW_Polygonum_aviculare_L_H_6559.jpg

description: :unav
DOI: 10.48370/ofd/k8aa17
title: Rdest ptasi (Polygonum aviculare L.), 6690

description: Herbarium
DOI: 10.48370/ofd/k8aa17/pvbkjn
title: HMW_Polygonum_aviculare_L_H_6690.jpg

description: :unav
DOI: 10.48370/ofd/jdm4ov
title: Rdest ptasi (Polygonum aviculare L.), 6652

description: Herbarium
DOI: 10.48370/ofd/jdm4ov/wh1igi
title: HMW_Polygonum_aviculare_L_H_6652.jpg

description: :unav
DOI: 10.48370/ofd/79nmv8
title: Rdest ptasi (Polygonum aviculare L.), 6690

description: Herbarium
DOI: 10.48370/ofd/79nmv8/ajlyrx
title: HMW_Polygonum_aviculare_L_H_6690.jpg

description: :unav
DOI: 10.48370/ofd/jnux4z
title: Rdest ptasi (Polygonum aviculare L.), 7504

description: Herbarium
DOI: 10.48370/ofd/jnux4z/ffgtmv
title: HMW_Polygonum_aviculare_L_H_7504.jpg

description: :unav
DOI: 10.48370/ofd/cgqhi3
title: Rdest ptasi (Polygonum aviculare L.), 8027

description: Herbarium
DOI: 10.48370/ofd/cgqhi3/0nyn70
title: HMW_Polygonum_aviculare_L_H_8027.jpg

description: :unav
DOI: 10.48370/ofd/cdcoap
title: Rdest ptasi (Polygonum aviculare L.), 8784

description: Herbarium
DOI: 10.48370/ofd/cdcoap/cqidmx
title: HMW_Polygonum_aviculare_L_H_8784.jpg

description: :unav
DOI: 10.48370/ofd/8jfmhp
title: Rdest ptasi (Polygonum aviculare L.), 9293

description: Herbarium
DOI: 10.48370/ofd/8jfmhp/bxqspk
title: HMW_Polygonum_aviculare_L_H_9293.jpg

description: :unav
DOI: 10.6084/m9.figshare.14039171
title: Table 4. Functions of supports and formats

description: Table linked to the article "Contribution to the design of visual informative material for chronic patients".
DOI: 10.6084/m9.figshare.14039171.v1
title: Table 4. Functions of supports and formats

description: Table linked to the article "Contribution to the design of visual informative material for chronic patients".
DOI: 10.17632/74cnkpdzz4.1
title: The Influence of Paradoxical Leader Behaviors on Employees’ Self-Evaluation: A Conditional Process Analysis Model

description: This study collects questionnaire data from 737 Chinese in-service employees to explore the relationship between paradoxical leader behaviors and core self-evaluation, and also takes the mediating effect of perceived insider status and the regulatory effect of team psychological safety into account. The results show that paradoxical leader behaviors do not only significantly positively affect employees’ core self-evaluation level, but also have a significant positive effect on core self-evaluation level by improving employees’ perceived insider status; in addition, paradoxical leader behaviors can also greatly enhance the influencing relation between them by improving team psychological safety.
DOI: 10.6084/m9.figshare.14039177.v1
title: Table 5. Visual codes

description: Table linked to the article "Contribution to the design of visual informative material for chronic patients".
DOI: 10.6084/m9.figshare.14039177
title: Table 5. Visual codes

description: Table linked to the article "Contribution to the design of visual informative material for chronic patients".
DOI: 10.17632/fphdj85vpz.2
title: Assessment of Lead (Pb) Leakage from Abandoned Mine Tailing Ponds to Klity Creek, Kanchanaburi Province, Thailand

description: Assessment of Lead (Pb) Leakage from Abandoned Mine Tailing Ponds to Klity Creek, Kanchanaburi Province, Thailand
DOI: 10.48370/ofd/mro7ri
title: Krzyżownica zwyczajna (Polygala vulgaris L. s. str.), 589

description: Herbarium
DOI: 10.48370/ofd/mro7ri/zgcot9
title: HMW_Polygala_vulgaris_L_s_str_H_0589.jpg

description: :unav
DOI: 10.48370/ofd/cxl7aa
title: Krzyżownica zwyczajna (Polygala vulgaris L. s. str.), 649

description: Herbarium
DOI: 10.48370/ofd/cxl7aa/wmo3lv
title: HMW_Polygala_vulgaris_L_s_str_H_0649.jpg

description: :unav
DOI: 10.48370/ofd/zrznos
title: Krzyżownica zwyczajna (Polygala vulgaris L. s. str.), 646

description: Herbarium
DOI: 10.48370/ofd/zrznos/mgbhoc
title: HMW_Polygala_vulgaris_L_s_str_H_0646.jpg

description: :unav
DOI: 10.48370/ofd/dn1jns
title: Krzyżownica zwyczajna (Polygala vulgaris L. s. str.), 981

description: Herbarium
DOI: 10.48370/ofd/dn1jns/ny1edi
title: HMW_Polygala_vulgaris_L_s_str_H_0981.jpg

description: :unav
DOI: 10.48370/ofd/n1ftiv
title: Krzyżownica zwyczajna (Polygala vulgaris L. s. str.), 702

description: Herbarium
DOI: 10.48370/ofd/n1ftiv/ga9j8k
title: HMW_Polygala_vulgaris_L_s_str_H_0702.jpg

description: :unav
DOI: 10.48370/ofd/91e0i0
title: Krzyżownica zwyczajna (Polygala vulgaris L. s. str.), 982

description: Herbarium
DOI: 10.48370/ofd/91e0i0/rglyrh
title: HMW_Polygala_vulgaris_L_s_str_H_0982.jpg

description: :unav
DOI: 10.48370/ofd/yyrjhk
title: Krzyżownica zwyczajna (Polygala vulgaris L. s. str.), 2350

description: Herbarium
DOI: 10.48370/ofd/yyrjhk/1qykgw
title: HMW_Polygala_vulgaris_L_s_str_H_2350.jpg

description: :unav
DOI: 10.48370/ofd/ulfhki
title: Krzyżownica zwyczajna (Polygala vulgaris L. s. str.), 2503

description: Herbarium
DOI: 10.48370/ofd/ulfhki/mn5bzm
title: HMW_Polygala_vulgaris_L_s_str_H_2503.jpg

description: :unav
DOI: 10.48370/ofd/trpmyu
title: Krzyżownica zwyczajna (Polygala vulgaris L. s. str.), 3303

description: Herbarium
DOI: 10.48370/ofd/trpmyu/dctayq
title: HMW_Polygala_vulgaris_L_s_str_H_3303.jpg

description: :unav
DOI: 10.20351/29sg20100513
title: EVENT-DEEP Cruise, RV Sarmiento de Gamboa

description: EVENT-DEEP Cruise (29SG20100513) carried out on the Research Vessel Sarmiento de Gamboa in 2010
DOI: 10.17632/2yp66dt99f.1
title: VOFINDEX1

description: Index of social relevant issues, for use in the VOF.
DOI: 10.17632/953m5vbyxj.1
title: Atopic_dermatitus_Dataset1

description: metagenomic samples for the study "Clinical efficacy of Fecal Microbial Transplantation Treatment in Adults with Moderate-to-Severe Atopic Dermatitis" part 1
DOI: 10.17632/c6jn7sgcfd.1
title: Atopic_dermatitus_Dataset2

description: metagenomic samples for the study "Clinical efficacy of Fecal Microbial Transplantation Treatment in Adults with Moderate-to-Severe Atopic Dermatitis" part 2
DOI: 10.17632/xfr8ffn9xv.1
title: Datasets for "Regional characteristics of atmospheric sulfate formation in East Antarctica imprinted on 17O-excess signature"

description: Datasets for "Regional characteristics of atmospheric sulfate formation in East Antarctica imprinted on 17O-excess signature" submitted to JGR-Atmospheres.
DOI: 10.5281/zenodo.4543210
title: Distinct Emissions and Volatility Distribution of Intermediate Volatility Organic Compounds from on-road Chinese Gasoline Vehicle: Implication of High Secondary Organic Aerosol Formation Potential

description: data relevant to IVOCs in China
DOI: 10.5281/zenodo.4072846
title: Distinct Emissions and Volatility Distribution of Intermediate Volatility Organic Compounds from on-road Chinese Gasoline Vehicle: Implication of High Secondary Organic Aerosol Formation Potential

description: data relevant to IVOCs in China
DOI: 10.17632/jxkpzk959b.2
title: fMRI evidence reveals emotional bias in feedbacks and decision making

description: An fMRI study where we aimed at assessing the language-neural interaction in risk decision tasks with feedbacks of the first language and second language.
DOI: 10.17632/yfx9h649wz.3
title: BookClub artistic makeup and occlusions face data

description: The novel BookClub artistic makeup data set contains images of 21 subjects. Each subject’s data may contain a photo-session series of photos with no-makeup, various makeup, and images with other obstacles for facial recognition, such as wigs, glasses, jewellery, face masks, or various types of headdress. Overall, the data set features 37 photo-sessions without makeup or occlusions, 40 makeup sessions, and 17 sessions with occlusions. Each photo-session contains circa 168 RAW images of up to 4288×2848 dimensions (available by request) of six basic emotional expressions (sadness, happiness, surprise, fear, anger, disgust), a neutral expression, and the closed eyes photo-shoots taken with seven head rotations at three exposure times on the off-white background. Default publicly available downloadable format is a JPEG of the 1072×712 resolution. The subjects’ age varies from their twenties to sixties. Race of the subjects is predominately Caucasian and some Asian. Gender is approximately evenly split between sessions. The photos were taken over the course of two months. A few sessions were done later, and some subjects posed at multiple sessions over several week intervals in various clothing with changed hairstyles. The motivation for the novel BookClub data set creation was an attempt to fill in the apparent gap in the makeup and occlusions data sets of high quality and resolution images featuring sophisticated original artistic makeup and non-trivial occlusions, made in the controlled environment with a wide variety of the represented emotions, orientations, lighting conditions per subject, for subjects representing age ranges, genders, and race. To emulate the real-life conditions, when makeup or other occlusions of the subjects may not be predicted and included into training sets beforehand, non-makeup and non-occlusion sessions were selected into the training set, which amounted to roughly 6200 images. Then, the facial recognition accuracy estimation was run with the same as above mentioned training parameters of AlexNet for each makeup and occlusion photo-session. While the majority of the sessions, were correctly identified, scoring high 93−100% accuracy, some sessions scored significantly lower accuracy in the 50−90% range, and some sessions were misidentified. Some sessions with especially high contrast, dark pigment makeup, or created by professional artists scored close to 0% accuracy. Even worse, some of the low accuracy makeup scored high guess scores for the wrong subject, it appears making accuracy &lt; 90% effectively unreliable by upper bound. Experiments on the novel BookClub data set of artistic makeup and occlusions have demonstrated that even contemporary state-of-the-art face recognition algorithms such as AlexNet (even retrained on a large amount of data) when meeting with real-life obstacles, perform poorly at the desired high confidence levels. v.3 update: Subjects' age and emotion partition (bc2e) are added.
DOI: 10.17632/mwztkppxzc.1
title: Digitalisation in High Schools (2021 North Macedonia)

description: Questionnaire data for Digitization in High Schools (2021 North Macedonia) Currently there is a gap in the published literature regarding the impact of COVID19 pandemic to the digitalization process in high schools. Therefore, this research study purpose is to reveal the impact of COVID19 pandemic to the digitalization process in high schools, assess the current situation and investigate what is the level of use of the Information Systems in education and especially in school management focusing on the work of the teacher as well as on the management of the teacher's activities. Also, the study investigated the impact and assessed several variables and used statistical data analyses like: ANOVA, One sample test, Bayesian factor and estimates, and crosstab comparison between the dependent variable ”digitalization process” and the other control variables. The research methodology used is triangulation technique which combines qualitative and quantitative methodology. As research method used quantitative method using questionnaires and as qualitative, focus groups. The insights are discussed and argumented and recommendations are provided.
DOI: 10.17638/datacat.liverpool.ac.uk/1243
title: Surface barrier discharges for Escherichia coli biofilm inactivation: Modes of action and the importance of UV radiation
DOI: 10.48370/ofd/vwvc9q
title: Krzyżownica zwyczajna (Polygala vulgaris L. s. str.), 4605

description: Herbarium
DOI: 10.48370/ofd/vwvc9q/mw8hkg
title: HMW_Polygala_vulgaris_L_s_str_H_4605.jpg

description: :unav
DOI: 10.48370/ofd/0amzay
title: Krzyżownica zwyczajna (Polygala vulgaris L. s. str.), 4882

description: Herbarium