Academic literature on the topic 'GOU information technologies'

The tutorial is intended for studying and creating databases and information systems and applications using the MySQL database management system and the Go programming language. The book consistently introduces students to the installation and development of the MySQL Workbench workspace for working with MySQL DBMS; the basics of MySQL server administration; designing ER models in MySQL Workbench. The basics of the Go language are given. The creation of a project in the Go language is being considered. For the convenience of working with the textbook, program codes are placed in the cloud storage of the electronic library system of the publishing house "Znanium".
 Meets the requirements of the federal state educational standards of higher education of the latest generation and professional standards.
 For students, bachelors, undergraduates, postgraduates and specialists studying in the specialties and areas of training: "Computer Science and Computer Engineering", "Information systems and technologies", "Software Engineering", "Applied Mathematics and Computer Science", "Management in technical systems", "Business Informatics", "Pedagogical education", as well as for all persons engaged in the design of modern databases, information systems, the creation of mobile and Internet applications based on the MySQL database management system and the Go programming language.

The textbook considers the subject and tasks of the discipline, highlights the medical and biological foundations of ensuring human security in the conditions of natural, man-made and biological-social emergencies, as well as when using modern weapons of destruction by a probable enemy. 
 Briefly, but quite informative, the structure of the human body and the basics of its functioning are described. The specificity and mechanism of the toxic effect of harmful substances on a person, the energy effect and the combined effect of the main damaging factors of the sources of emergency situations of peacetime and wartime are shown. The article highlights the medical and biological aspects of ensuring the safe life of people in adverse environmental conditions, including in regions with hot and cold climates (the Arctic). The methods of forecasting and assessing the medical situation in emergency zones and lesions are presented. 
 The means and methods of medical and biological protection and first aid to the affected are shown. The main tasks and organizational structure of formations and institutions of the medical rescue service of the GO, the All-Russian Service of Disaster Medicine and medical formations of the EMERCOM of Russia are considered. Organizational issues of medical and biological protection in emergency situations are highlighted. The features of the organization of medical support for those affected by terrorist attacks are considered. 
 It is intended for students and cadets of educational institutions of higher education studying under the bachelor's degree program in the following areas of training: "Technosphere security", "Infocommunication technologies and communication systems", "Information systems and technologies", "State and municipal management", "Economics", "Mechatronics and robotics", "Operation of transport and technological machines and complexes", "Informatics and computer engineering", "Air Navigation", "System analysis and management". It can also be useful for researchers and a wide range of specialists engaged in practical work on planning and organizing medical and biological protection of the population.

The development of new information and communication technologies (ICTs) has transformed the world over the last two decades. These technologies are often seen as being inherently ‘good’, with the ability to make the world better, and in particular to reduce poverty. However, their darker side is frequently ignored in such accounts. ICTs undoubtedly have the potential to reduce poverty, for example by enhancing education, health delivery, rural development, and entrepreneurship across Africa, Asia, and Latin America. However, all too often, projects designed to do so fail to go to scale, and are unsustainable when donor funding ceases. Indeed, ICTs have actually dramatically increased inequality across the world. Those with access to the latest technologies and the ability to use them effectively can indeed transform their lives, but those who are left without access have become increasingly disadvantaged and marginalized. The central purpose of this book is to account for why this is so, and it does so primarily by laying bare the interests that have underlain the dramatic expansion of ICTs in recent years. Unless these are fully understood, it will not be possible to reclaim the use of these technologies to empower the world’s poorest and most marginalized. The book is grounded in the Critical Theory of Jürgen Habermas, drawing especially on his notions of knowledge constitutive interests, and a particular conceptualization of the relationship between theory and practice. The book espouses the view that development is not just about economic growth, but must also address questions of inequality.

Contemporary Endoscopic Spine Surgery brings the reader the most up-to-date information on the endoscopy of the spine. Key opinion leaders from around the world have come together to present the clinical evidence behind their competitive endoscopic spinal surgery protocols. Chapters in the series cover a range of aspects of spine surgery including spinal pain generators, preoperative workup with modern independent predictors of favorable clinical outcomes with endoscopy, anesthesia in an outpatient setting, management of complications, and a fresh look at technology advances in a historical context. The reader will have a first-row seat during the illustrative discussions of expanded surgical indications from herniated disc to more complex clinical problems, including stenosis, instability, and deformity in patients with advanced degenerative disease of the human spine. Contemporary Endoscopic Spine Surgery is divided into three volumes: Cervical Spine, Lumbar Spine, and Advanced Technologies to capture an accurate snapshot in time of this fast-moving field. It is intended as a comprehensive go-to reference text for surgeons in graduate residency and postgraduate fellowship training programs and for practicing spine surgeons interested in looking for the scientific foundation for expanding their clinical practice towards endoscopic surgery. This volume (Advanced Technologies) covers the following endoscopic spine surgery topics in 19 detailed chapters: endoscopic intradiscal therapy and foraminoplasty, evidence based medicine in spine surgery, artificial intelligence for spine surgery, postoperative management, transforaminal lumbar endoscopy and associated complications, laser applications in full endoscopy of the spine, high frequency surgery for the treatment of herniated discs, lumbar MRI, cost and maintenance management of endoscopic spine systems, regenerative medicine, interbody fusion, endoscopic intravertebral canal decompression after spinal fracture, treatment of lumbar tuberculosis, treatment of degenerative scoliosis, treatment of thoracic meningioma with spinal canal decompression, and cervical endoscopic unilateral laminotomy for bilateral decompression (CE-ULBD).

Abstract A collection of patients are seen in the neurointensive care unit and other medical and surgical intensive care units. Diagnosis, neuroimaging, and management in acute conditions are discussed in detail. In this new edition, we place more emphasis on how diagnostic and management decisions can go awry. When pertinent, we discuss new care paradigms, the latest support modalities, and new therapies, interventions, and technologies, but the main purpose is to convey a sense of what our specialty is all about. The book is useful for all health care professionals, essential material for learners and fellows in intensive care specialties and informational for staff attending physicians and hospitalists.

This book is the THE source for information on virtual worlds, covering every aspect of this intriguing and fast-changing social practice and the technologies upon which it rests. Virtual Lives: A Reference Handbook describes the history, development, and role of virtual worlds, also known as virtual environments and immersive virtual environments. It provides detailed background about virtual worlds and their societal impact, from early precursors and inspirations to the latest trends and developments. Specifics on user demographics are included, as are descriptions of virtual worlds' functions, discussion of societal concerns and opportunities, and information about relevant research data and key persons and organizations. Although virtual worlds in their current form are a relatively new phenomenon, other online social environments have served as precursors for decades and literary inspirations go back even further. This handbook therefore covers some early developments dating back to the mid-20th century. Its primary focus, however, is on developments since the mid-1990s and especially on the current state and social impact of virtual worlds, including their impact both in the United States and around the world.

Chapter 4 explains the concept of political choice, the second and most important phase of the political communication cycle (PCC). The political choice phase is the process in which political actors choose if and when to incorporate new information and communications technologies (ICTs) into their communication strategies. This chapter details the process that political actors or organizations go through when determining whether to innovate and helps to identify characteristics of those parties that are more likely to innovate earlier than others, known as innovativeness. Political choice is the behavioral component of the political communication cycle. These innovation decisions are the primary determinants regarding if and how ICT innovations are used to change political communication activity. Therefore, political choice is the most important phase of the PCC, differentiating political communication change from social and societal communication change more broadly.

Standards have become widespread regulatory tools that promote global trade, innovation, efficiency, and quality. They contribute significantly to the creation of safe, reliable, and high-quality services and technologies to ensure human health, environmental protection, or information security. Yet intentional deviations from standards by organizations are often reported in many sectors, which can either contribute to or challenge the measures of safety and quality they are designed to safeguard. Why then, despite all potential consequences, do organizations choose to deviate from standards in one way or another? This book uses structuration theory—covering aspects of both structure and agency—to explore the organizational conditions and contradictions under which different types of deviance occur. It also provides empirical explanations for deviance in organizations that go beyond an understanding of individual misbehaviour where mainly a single person is held responsible. Case studies of software developing organizations illustrate insightful generalizations on standards as a mechanism of sensemaking, resource allocation, and sanctioning, and provide ground to rethink corporate responsibility when deviating from standards in the ‘audit society’.

This simple guide provides valuable insights for transforming an out-of-date public, school, or academic library into a thriving, user-centric learning commons. The goal of the learning-commons strategy is to provide a centralized, "go-to" location for all users seeking help on the complex issues of teaching, researching, and being a global citizen in our changing world. A library organized around the learning-commons construct fosters collaborative work and social interaction between users during research and learning. This paradigm also encourages use of innovative technologies and information resources. Transforming a traditional library into a thriving learning commons does take some planning and effort, however. Each of the seven chapters in this book explains a simple step that a librarian can take to improve their facility. Photographs and concrete examples of the suggested strategies are included; checklists at the end of each chapter serve as indicators for measuring progress. This text is useful for library administrators in school settings (both public and private, K-12) as well as academic, public, and special libraries.

Software design and development in Free/Open Source projects are analyzed through the lens of the theory of modularity applied to complex systems. We show that both the architecture of the artifacts (software) and the organization of the projects benefited from the paradigm of modularity in an original and effective manner. In particular, our analysis on empirical evidence suggests that three main shortcuts to modular design have been introduced and effectively applied. First, some successful projects inherited previously existing modular architecture, rather than designing new modular systems from scratch. Second, popular modular systems, like GNU/Linux kernel, evolved from an initial integrated structure through a process of evolutionary adaptation. Third, the development of modular software took advantage of the violation of one fundamental rule of modularity, that is, information hiding. Through these three routines, the projects can exploit the benefits of modularity, such as concurrent engineering, division of labor, decentralized and parallel development; at the same time, these routines lessen some of the problems posed by the design of modular architectures, namely imperfect decompositions of interdependent components. Implications and extensions of Free/Open Source projects experience are discussed in the conclusions.

As we see in later days the covid-19 is spreading broadly. In this the individuals from diverse places within the world discussing about this widespread in numerous ways. So In this respect here we are employing a estimation examination to classify each and each survey of the individuals. What estimation examination will do is it’ll qualify and measure the comes about agreeing to the voice of client so for this individuals reaction is taken from online platform such as twitter stack the information and store this information in shape of datasets after that we got to do investigation on information utilizing conclusion mining. In this venture we got to take the covid-19 tweets information from twitter, based on the information we need to made the investigation of the information by utilizing the opinion analysis. In this venture we have long shortterm memory(LSTM), Näıve Bayes and Calculated Regression. Then we discover the exactness’s of each calculations based on that we’ll conclude that which calculation will be great in arrange to execute assumption investigation.

This chapter covers stories explaining the origins of writing, which vary as widely as the cultures that produce them. It mentions that the Egyptians believed that Thoth, god of wisdom, created the first hieroglyphs and the ancient Greeks that credited Hermes with inventing the Greek alphabet. It also recounts how the advent of writing came about in tandem with the growth of population centers and the corresponding increase in social, economic, and political intercourse. The chapter explains how writing was considered a practical innovation that took advantage of two prior technologies: drawing and counting. The chapter suggests that the transition from oral to literate cultures boils down to oral traditions being additive rather than subordinative, aggregative rather than analytic, and empathetic and participatory rather than objectively distanced.

This case study shows the way in which a subsidiary company of one of the largest corporations in Peru, Backus Corporation, charged with assisting in the use of information and telecommunications technologies, implemented a quality management model, got the ISO 9001: 2000 certification, and evolved from an information technology support center to a center of benefits. It describes the evolution and development of the quality management model based on indicators used in QUIPUDATA and also describes the steps followed to get a quality certification. Moreover, it details some of the technological developments within the corporation, including the information technology tool that supports the management model and the corporate network.

This chapter presents an alternative framework to the traditional centralised Kalman filtering (CKF) approach for implementing the optimal state estimation algorithm in support of multisensor integration. The data fusion algorithm is implemented via a series of transformations of vectors in the so-called information space (iSpace). This chapter describes how the conventional decentralised Kalman filtering (DKF) algorithm can be derived using a unified approach. A new global optimal fusion (GOF) algorithm is derived using the iSpace approach. Two case studies are presented to illustrate applications of the multisensor algorithms for GNSS/Locata/INS and GNSS/WiFi/INS integration.

The digital age has brought about revolutionary changes in the capacity and methods of managing information. There has been an evolutionary pathway leading from information technology through informatics to communication technology. The ‘nineties’ has been a decade of patient empowerment fuelled by Internet access and legal rights to information. Clinicians as a whole have lagged in their adoption of the new technologies. Mental health has been seen as a particularly difficult domain because of its multi-professional and multi-locational patterns of service delivery and its traditional reliance upon narrative in the absence of bio-pathologic data. The Hospitaller Order of St John of God has been facing these challenges. The authors describe an integrated information/communication technology (ICT) which can be provided on the clinician’s desktop and show that the new integrated ICT affords new opportunities for addressing the needs of community-based mental health services.

In this paper we discuss sustainability, particularly social and cultural sustainability, in relation to an e-commerce application used in the kitchen of a Swedish public school. The notion of sustainability got its public definition through the Brundtland Commission and the report Our Common Future in which ecological as well as economic and social dimensions were underlined. An additional dimension, culture, has recently unfolded. The data reported in this paper were collected in public school and pre-school meal production. This is a large, institutional, tax-funded activity in Sweden as all pre-schools, compulsory schools and most upper secondary schools serve free lunch to the children and students. We discuss how an e-commerce application complicated the daily routines in the school kitchen rather than making the ordering of food stuff easier or more flexible and how small things that mattered in the staff’s day-to-day activities shed light on the application’s problems and weaknesses. Following Agenda 21, we relate these shortcomings to sustainability and also to participation. The discussion builds on social and cultural sustainability and participatory design with a focus on the involvement of users in design and implementation of IT systems and services.

Farmers' efficiency in maize production resulting from adoption of technological innovations has food security implications; low productivity from maize farms has been attributable to non-adoption of improved technologies. Multistage sampling procedure was employed for this study. Primary data collected was analyzed using descriptive statistics. The study revealed that most (78.2%) of the respondents got information on production technologies through their membership of social groups or cooperatives. Production technologies were prevalent among maize farmers in the study area; however, the level of adoption was relatively low. In addition, the constraints identified significantly affected maize farmers' adoption decisions in the study area. Formulation and implementation of policies are strongly recommended to ameliorate adoption constraints.

In 2022 Bundesdruckerei started the Project Qu-Gov which includes an overall advising approach of the German Federal ministry of Finance concerning the topics Quantum-Information, Quantum-Communication, Post-Quantum-Security, Quantum-Analytics and the souvereign use of Quantum devices and services. In this lecture we talk about our approach and first results. Full-text article not available; see video presentation

Transfer from the Internet of information to the Internet of values based on the blochain-based trust protocol offers new opportunities for preservation and management of intellectual products. However, the advantages of blockchain-technology, e.g. distributed ledgers, absence of single point of failure, smartcontracts, etc., have not got into the focus of libraries. E-library technologies are reviewed in brief. The efforts to acquire blockchain-based decentralized information systems are described. Possible scenarios for using blockchain-technologies in the libraries of future are discussed.

Review question / Objective: The search terms used for this review were constructed using the PICOS framework: (1) population were people in general of both genders and any age, (2) studies based on digital technologies used in football sportive events, (3) comparisons made in the domains of motivation, interaction, satisfaction and interest, (4) data reporting the use of digital tools (studies with no results reported will be considered, besides not having outcomes), (5) Intervention studies with a pre and post-test design, descriptive studies, theorical studies, and protocol proposals, and (6) articles written in English, Spanish or Portuguese. Condition being studied: Our concern is with the acceptance of the fans returning to the stadium with normality after a pandemic period. In addition, we also want to understand what kind of interactive applications are already on the market or with their well defined protocols that intend to increase fan interaction at live games, increasing their motivation to go to the stadium and to have accurate and updated live information.

A study was performed by the Energy Branch of the US Army Engineer Research and Development Center, Construction Engineering Research Laboratory, on behalf of the US Army Installation Management Command under the Installation Technology Transition Program. The focus of the study was related to maintainability and operability issues associated with High Performance Sustainable Buildings (HPSBs). This study was conducted primarily based on information gleaned from telephone and web conference discussions with installation Directorate of Public Works personnel including Operation and Maintenance (O&M) Chiefs, energy managers, maintenance supervisors, and maintenance technicians. Experiences with HPSBs varied from installation to installation. For example, some installations had very positive experiences with photovoltaic (PV) arrays while other sites questioned their practicality due to maintainability problems. One site noted that PV technologies are changing so rapidly that procuring spare/repair parts becomes difficult or impossible when vendors discontinue supporting their older technologies or manufacturers go out of business. Based on discussions with the installation O&M personnel, a table of pro and con recommendations for 25 technologies, which are commonly implemented on HPSBs, was prepared and is included in this report.

This Case Study Appendix to the Technical Reports expands on regulations in San Antonio and El Paso where these water alternatives are in place. The goal of this report is to provide insight into the legal and regulatory barriers, challenges, and opportunities for these technologies to go online. Each desalination and water recycling faciality implementation site must comply with various laws and regulations. The information in these Case Studies comes from the study of brackish groundwater desalination and water recycling facilities currently operating in Texas. While there is no updated “one-stop-shop” resource where a municipal leader can find a list of all the necessary permits to build, operate, and maintain such facilities, this Technical Report aims to compile the existing, available information in an organized and accessible fashion. The Desalination Technical report is the third in a series of three reports which make up the Project. These reports examine regulations surrounding desalination and water recycling. The companion reports generally highlight building, operating, and monitoring requirements for water recycling facilities in Texas.

This Water Recycling Technical Report examines the legal frameworks that affect water recycling in Texas. The goal of this report is to provide insight into the legal and regulatory barriers, challenges, and opportunities for these technologies to go online. Each water recycling implementation site has to find ways of complying with various laws and regulations. The information in this Report comes from the study of water recycling facilities currently operating in Texas, as well as extensive research into available literature and documents from various agencies. While there is no updated “one-stop-shop” resource that provides detailed information on all the necessary permits to build, operate, and maintain such facilities, this Technical Report aims to compile the existing, available information in an organized and accessible fashion. The Water Recycling Technical Report is the second of three reports that make up the work product of a project undertaken by students at Texas A&M University School of Law in a select capstone seminar. These reports examine regulations surrounding desalination and water recycling. The companion report entitled Brackish Groundwater Desalination Technical Report highlights building, operating, and monitoring requirements for desalination facilities in Texas. Finally, the Case Study Report expands on regulations in San Antonio and El Paso where these water alternatives are in place.

This Brackish Groundwater Desalination Technical Report examines the legal frameworks that affect desalination in Texas. The goal of this report is to provide insight into the legal and regulatory barriers, challenges, and opportunities for these technologies to go online. Each desalination implementation site has to find ways of complying with various laws and regulations. The information in this Report comes from the study of brackish groundwater desalination facilities currently operating in Texas, as well as extensive research into available literature and documents from various agencies. While there is no updated “one-stop-shop” resource that provides detailed information on all the necessary permits to build, operate, and maintain such facilities, this Technical Report aims to compile the existing, available information in an organized and accessible fashion. The Brackish Groundwater Desalination Technical Report is the first of three reports that make up the work product of a project undertaken by students at Texas A&M University School of Law in a select capstone seminar. These reports examine regulations surrounding desalination and water recycling. The companion report entitled Water Recycling Technical Report highlights building, operating, and monitoring requirements for water recycling facilities in Texas. Finally, the Case Study Report expands on regulations in San Antonio and El Paso where these water alternatives are in place.

Wednesday, October 9, 2019 3:30 pm. ET PRESENTER: Bob Goffin, Advanced Engine Technologies HOST: Chris Nowak, Kinder Morgan MODERATOR: Gary Choquette, PRCI CLICK THE DOWNLOAD/BUY BUTTON TO ACCESS THE WEBINAR REGISTRATION LINK While superficially a "simple and proven" technology, non-selective catalytic reduction (NSCR) control is in fact extremely complex, far more complex than the control of lean burn engines. Using a systems approach, PRCI research partners defined the most common failure modes for each of the components of the NSCR system. Both regulators and operators often make simplistic assumptions regarding the reliability and robustness of NSCR control. Real world experience has shown those assumptions to be unfounded. Legacy NSCR systems can go "out of compliance" resulting in gross emissions deviations while remaining "in control." This webinar will review the reasons for those deviations and then postulates a system design capable of remaining both "in control" and "in compliance." This system was then designed, developed, installed and tested. The results confirmed the theoretical analysis resulting in satisfactory system performance. The result offers regulators and operators guidelines on procuring and/or developing NSCR systems that will satisfy regulatory expectations. Learning outcomes/Benefits of attending include: - Explains for legacy rich burn engines can be upgraded with NSCR and advanced controls - Explores the instrumentation required - Looks at control algorithms involved Who should attend: - Pipeline operators - Reliability engineers and technicians - Emissions compliance specialists Recommended pre-reading: PR-309-14212-R01 Field Demonstration of Fully Integrated NSCR System Not able to attend? Register anyway to automatically receive a link to the webinar recording to view on-demand at your convenience. Attendance is limited to the first 500 registrants to join the webinar. All remaining registrants will receive a link to view the webinar recording. After registering, you will receive a confirmation email containing information about joining the webinar.

Adoption of information and communication technologies (ICTs) has been slow in Latin American and the Caribbean (LAC) countries and is not widespread. There is a digital divide between and within countries, including a digital gap in firms' adoption of ICTs. Large and medium-sized enterprises generally have access to the Internet, but adoption of advanced ICTs is low for all firms in these economies, and small and micro enterprises lag way behind. The backwardness in ICT adoption is exacerbated when only a small fraction of society has high connectivity broadband. Thus the digital infrastructure remains weak despite regional governments' promotion of a digital agenda. Bolder programs are needed. The success of public initiatives requires a competitive environment for internet and telecom service providers as well strong participation of the private sector and public-private partnerships. In particular, the engagement of large firms is necessary to increase ICTs diffusion in small and medium-sized enterprises (SMEs) that are part of their production chains. Additionally, coordination among different government agencies is critical for improving ICT policies design and implementation. The relevance of well-designed ICT policies is apparent in empirical and qualitative evidence from Chile, Colombia and Uruguay, where ICT investment indicates a positive impact on firm innovation and productivity. As part of what some call the digital ecosystem, the IT industry plays an important role, but we observe large heterogeneity in the LAC region. Brazil and Mexico are two big players with relatively well-developed software and hardware industries oriented to the domestic market, while Costa Rica and Uruguay emerge as IT producers and exporters. In between, medium-sized countries like Argentina, Colombia, Peru and Ecuador are looking for a position in either their internal or external markets. To increase performance in the IT industry and complement the existing ecosystem, ICT policies must be accompanied by industrial programs that go beyond the usual horizontal industrial policies.

Original objectives and revisions – The original overall objective was to develop, test and validate a prototype yield mapping system for unit area to increase yield and profit for tree crops. Specific objectives were: (1) to develop a yield mapping system for a static situation, using hyperspectral and thermal imaging independently, (2) to integrate hyperspectral and thermal imaging for improved yield estimation by combining thermal images with hyperspectral images to improve fruit detection, and (3) to expand the system to a mobile platform for a stop-measure- and-go situation. There were no major revisions in the overall objective, however, several revisions were made on the specific objectives. The revised specific objectives were: (1) to develop a yield mapping system for a static situation, using color and thermal imaging independently, (2) to integrate color and thermal imaging for improved yield estimation by combining thermal images with color images to improve fruit detection, and (3) to expand the system to an autonomous mobile platform for a continuous-measure situation. Background, major conclusions, solutions and achievements -- Yield mapping is considered as an initial step for applying precision agriculture technologies. Although many yield mapping systems have been developed for agronomic crops, it remains a difficult task for mapping yield of tree crops. In this project, an autonomous immature fruit yield mapping system was developed. The system could detect and count the number of fruit at early growth stages of citrus fruit so that farmers could apply site-specific management based on the maps. There were two sub-systems, a navigation system and an imaging system. Robot Operating System (ROS) was the backbone for developing the navigation system using an unmanned ground vehicle (UGV). An inertial measurement unit (IMU), wheel encoders and a GPS were integrated using an extended Kalman filter to provide reliable and accurate localization information. A LiDAR was added to support simultaneous localization and mapping (SLAM) algorithms. The color camera on a Microsoft Kinect was used to detect citrus trees and a new machine vision algorithm was developed to enable autonomous navigations in the citrus grove. A multimodal imaging system, which consisted of two color cameras and a thermal camera, was carried by the vehicle for video acquisitions. A novel image registration method was developed for combining color and thermal images and matching fruit in both images which achieved pixel-level accuracy. A new Color- Thermal Combined Probability (CTCP) algorithm was created to effectively fuse information from the color and thermal images to classify potential image regions into fruit and non-fruit classes. Algorithms were also developed to integrate image registration, information fusion and fruit classification and detection into a single step for real-time processing. The imaging system achieved a precision rate of 95.5% and a recall rate of 90.4% on immature green citrus fruit detection which was a great improvement compared to previous studies. Implications – The development of the immature green fruit yield mapping system will help farmers make early decisions for planning operations and marketing so high yield and profit can be achieved.

The article discusses technological approaches to training in Higher Education Institution. The essence of technological approach to training consists in the transformation of educational processes into process with the guaranteed result. It supplements scientific approaches of pedagogy, psychology, sociology and other directions of science and practice. Purpose. To reveal how technological approaches to training in higher education institution influence on knowledge got by students. Scientific novelty. The article reveals development of the personality, creative abilities and it is necessary to use technological approaches of training, various creative tasks, research projects at the lectures. On the first and second years of education the pedagogical technology which is based on motivation of educational cognitive activity through communication and cooperation influences on the intellectual and behavioral status of students. Training is more effective, than the better methodology and technology of educational process will be coordinated with technology of assimilation the knowledge. It is important that all students in a higher educational institution could acquire material and began to use it in practice in the work. The signs of technology, a model of pedagogical technology, the scheme of technological creation of educational process and the results of expense of time in digestion of material by students are described in the article. Technological approach modernizes training on a basis of activity of students. Thanks to it, students achieve goals in the form of assimilation the knowledge in easier and productive way. When using technological approach there is an involvement of each student in educational process, knowledge is put into practice, there is always an access to necessary information (including the Internet), there is a communication and cooperation not only with the lecturer, but also with fellow students and what is more important is a constant test of the forces for overcoming the arising problems. Features of pedagogical technologies consist in activity of the lecturers and students. The activity of the lecturers is in that he knows well psychological and personal features of students and can introduce amendments on the training process course. The lecturer, as directly, and by means of technical means carries out the organizing, operating, motivating and controlling functions in the course of training. Practical significance. The practical importance consists in the use in practice of technological approaches to training in Higher Education Institution that promotes the guaranteed achievement of the set educational objects, the organization of all course of training in compliance to the purposes and tasks, assessment of the current results and their correction in case of need and also final assessment of results.

This report maps the African landscape of Open Science – with a focus on Open Data as a sub-set of Open Science. Data to inform the landscape study were collected through a variety of methods, including surveys, desk research, engagement with a community of practice, networking with stakeholders, participation in conferences, case study presentations, and workshops hosted. Although the majority of African countries (35 of 54) demonstrates commitment to science through its investment in research and development (R&D), academies of science, ministries of science and technology, policies, recognition of research, and participation in the Science Granting Councils Initiative (SGCI), the following countries demonstrate the highest commitment and political willingness to invest in science: Botswana, Ethiopia, Kenya, Senegal, South Africa, Tanzania, and Uganda. In addition to existing policies in Science, Technology and Innovation (STI), the following countries have made progress towards Open Data policies: Botswana, Kenya, Madagascar, Mauritius, South Africa and Uganda. Only two African countries (Kenya and South Africa) at this stage contribute 0.8% of its GDP (Gross Domestic Product) to R&D (Research and Development), which is the closest to the AU’s (African Union’s) suggested 1%. Countries such as Lesotho and Madagascar ranked as 0%, while the R&D expenditure for 24 African countries is unknown. In addition to this, science globally has become fully dependent on stable ICT (Information and Communication Technologies) infrastructure, which includes connectivity/bandwidth, high performance computing facilities and data services. This is especially applicable since countries globally are finding themselves in the midst of the 4th Industrial Revolution (4IR), which is not only “about” data, but which “is” data. According to an article1 by Alan Marcus (2015) (Senior Director, Head of Information Technology and Telecommunications Industries, World Economic Forum), “At its core, data represents a post-industrial opportunity. Its uses have unprecedented complexity, velocity and global reach. As digital communications become ubiquitous, data will rule in a world where nearly everyone and everything is connected in real time. That will require a highly reliable, secure and available infrastructure at its core, and innovation at the edge.” Every industry is affected as part of this revolution – also science. An important component of the digital transformation is “trust” – people must be able to trust that governments and all other industries (including the science sector), adequately handle and protect their data. This requires accountability on a global level, and digital industries must embrace the change and go for a higher standard of protection. “This will reassure consumers and citizens, benefitting the whole digital economy”, says Marcus. A stable and secure information and communication technologies (ICT) infrastructure – currently provided by the National Research and Education Networks (NRENs) – is key to advance collaboration in science. The AfricaConnect2 project (AfricaConnect (2012–2014) and AfricaConnect2 (2016–2018)) through establishing connectivity between National Research and Education Networks (NRENs), is planning to roll out AfricaConnect3 by the end of 2019. The concern however is that selected African governments (with the exception of a few countries such as South Africa, Mozambique, Ethiopia and others) have low awareness of the impact the Internet has today on all societal levels, how much ICT (and the 4th Industrial Revolution) have affected research, and the added value an NREN can bring to higher education and research in addressing the respective needs, which is far more complex than simply providing connectivity. Apart from more commitment and investment in R&D, African governments – to become and remain part of the 4th Industrial Revolution – have no option other than to acknowledge and commit to the role NRENs play in advancing science towards addressing the SDG (Sustainable Development Goals). For successful collaboration and direction, it is fundamental that policies within one country are aligned with one another. Alignment on continental level is crucial for the future Pan-African African Open Science Platform to be successful. Both the HIPSSA ((Harmonization of ICT Policies in Sub-Saharan Africa)3 project and WATRA (the West Africa Telecommunications Regulators Assembly)4, have made progress towards the regulation of the telecom sector, and in particular of bottlenecks which curb the development of competition among ISPs. A study under HIPSSA identified potential bottlenecks in access at an affordable price to the international capacity of submarine cables and suggested means and tools used by regulators to remedy them. Work on the recommended measures and making them operational continues in collaboration with WATRA. In addition to sufficient bandwidth and connectivity, high-performance computing facilities and services in support of data sharing are also required. The South African National Integrated Cyberinfrastructure System5 (NICIS) has made great progress in planning and setting up a cyberinfrastructure ecosystem in support of collaborative science and data sharing. The regional Southern African Development Community6 (SADC) Cyber-infrastructure Framework provides a valuable roadmap towards high-speed Internet, developing human capacity and skills in ICT technologies, high- performance computing and more. The following countries have been identified as having high-performance computing facilities, some as a result of the Square Kilometre Array7 (SKA) partnership: Botswana, Ghana, Kenya, Madagascar, Mozambique, Mauritius, Namibia, South Africa, Tunisia, and Zambia. More and more NRENs – especially the Level 6 NRENs 8 (Algeria, Egypt, Kenya, South Africa, and recently Zambia) – are exploring offering additional services; also in support of data sharing and transfer. The following NRENs already allow for running data-intensive applications and sharing of high-end computing assets, bio-modelling and computation on high-performance/ supercomputers: KENET (Kenya), TENET (South Africa), RENU (Uganda), ZAMREN (Zambia), EUN (Egypt) and ARN (Algeria). Fifteen higher education training institutions from eight African countries (Botswana, Benin, Kenya, Nigeria, Rwanda, South Africa, Sudan, and Tanzania) have been identified as offering formal courses on data science. In addition to formal degrees, a number of international short courses have been developed and free international online courses are also available as an option to build capacity and integrate as part of curricula. The small number of higher education or research intensive institutions offering data science is however insufficient, and there is a desperate need for more training in data science. The CODATA-RDA Schools of Research Data Science aim at addressing the continental need for foundational data skills across all disciplines, along with training conducted by The Carpentries 9 programme (specifically Data Carpentry 10 ). Thus far, CODATA-RDA schools in collaboration with AOSP, integrating content from Data Carpentry, were presented in Rwanda (in 2018), and during17-29 June 2019, in Ethiopia. Awareness regarding Open Science (including Open Data) is evident through the 12 Open Science-related Open Access/Open Data/Open Science declarations and agreements endorsed or signed by African governments; 200 Open Access journals from Africa registered on the Directory of Open Access Journals (DOAJ); 174 Open Access institutional research repositories registered on openDOAR (Directory of Open Access Repositories); 33 Open Access/Open Science policies registered on ROARMAP (Registry of Open Access Repository Mandates and Policies); 24 data repositories registered with the Registry of Data Repositories (re3data.org) (although the pilot project identified 66 research data repositories); and one data repository assigned the CoreTrustSeal. Although this is a start, far more needs to be done to align African data curation and research practices with global standards. Funding to conduct research remains a challenge. African researchers mostly fund their own research, and there are little incentives for them to make their research and accompanying data sets openly accessible. Funding and peer recognition, along with an enabling research environment conducive for research, are regarded as major incentives. The landscape report concludes with a number of concerns towards sharing research data openly, as well as challenges in terms of Open Data policy, ICT infrastructure supportive of data sharing, capacity building, lack of skills, and the need for incentives. Although great progress has been made in terms of Open Science and Open Data practices, more awareness needs to be created and further advocacy efforts are required for buy-in from African governments. A federated African Open Science Platform (AOSP) will not only encourage more collaboration among researchers in addressing the SDGs, but it will also benefit the many stakeholders identified as part of the pilot phase. The time is now, for governments in Africa, to acknowledge the important role of science in general, but specifically Open Science and Open Data, through developing and aligning the relevant policies, investing in an ICT infrastructure conducive for data sharing through committing funding to making NRENs financially sustainable, incentivising open research practices by scientists, and creating opportunities for more scientists and stakeholders across all disciplines to be trained in data management.