U.S. Researchers working on smart irrigation systems have developed a way to choose the most accurate weather forecast out of those offered in the week leading up to a given day. Every farmer would love to have a perfect weather forecast, but accurate forecasts are even more important to those who are embracing technology and in particular the Internet of Things (IoT).
In farming, IoT involves smart devices that talk to each other, to make recommendations such as when, where and how much to irrigate. That decision requires a lot of information, such as the needs of the particular crop, the current stage of its development, soil moisture and the weather.
The researchers have been looking for ways to go beyond the standard weather predictions, such as the Bureau of Meteorology’s (BOM) seven-day forecast, to help farmers and their smart systems decide whether they need to irrigate today. Hence, the researchers have devised a hybrid system that shows real promise in improving the precision of rainfall forecasts.
People usually assume that the forecast closest to the day in question will be the most reliable, but that turned out not to be the case. So the researchers looked at ways to teach our artificial neural network to understand the relationships underlying all the data, to choose the best forecast. The team has developed a Hybrid Climate Learning Model (HCLM), which learns from a combination of the climate model data and the eventual answer to the question: is it going to rain tomorrow?
First, a probability-based network evaluates multiple forecasts for different rainfall patterns. Then a deep-learning neural network reprocesses the forecasts to produce a better prediction for the next day. Using high-quality processed data from the BOM rather than raw observations has helped the HCLM learn better.
The neural network examines the relationships between massive amounts of input data, processes it through many network layers, and learns from the mistakes made in earlier forecasts. The higher the quality of data, the better the network learns. When they then tested their system across that same range of climate zones, the hybrid model outperformed the BOM’s climate models and three other experimental systems, making the fewest errors in its forecasts.
The researchers are keen to stress that their work won’t be putting the BOM out of business. This work relies on their expertise, and the HCLM builds its rainfall predictions on the multiple forecasts produced by the BOM’s climate models. This model is the first to bring together the climate models, a probability network and a deep-learning neural network.
As reported by OpenGov Asia, to support weather prediction and the study of the Sun’s internal structure and dynamics. National Science Foundation’s (NSF’s) National Solar Observatory (NSO) has provided continual observational data of solar activity from a global network of six identical telescopes.
Recently, the NSO successfully transitioned the processing of these important observations of the Sun’s magnetic field and lower atmosphere to the operational control of the National Oceanic and Atmospheric Administration’s (NOAA’s) Space Weather Prediction Center (SWPC). This move will ensure reliable delivery of the data to the NOAA’s space weather forecasters who are the nation’s official civilian source for space weather watches, warnings, alerts, and forecasts.
NSO utilises advanced technological techniques developed by dedicated engineering teams to provide the highest quality data to the U.S. solar physics community. Scientists are conducting cutting edge research on understanding the fundamental processes that occur on the Sun, specifically how its active magnetic field influences solar activity, and using our understanding of solar behaviours to better inform the knowledge of other stars.
The Singapore Tourism Board (STB) and Singapore Association of Convention & Exhibition Organisers & Suppliers (SACEOS) released the MICE Sustainability Roadmap, which outlines specific goals and plans for raising sustainability standards throughout the MICE sector in Singapore over the coming years.
The Meetings, Incentives, Conventions, and Exhibitions (MICE) industry is a type of tourism travel in which groups of people are brought together for a specific reason, usually well in advance. On the other hand, the MICE market refers to a subset of people who plan, arrange, and facilitate conferences, seminars, exhibitions, and other events.
Part of STB’s overarching plan to develop a sustainable tourism sector is the use of such roadmaps, which direct businesses in the sector to achieve specific sustainability goals. Following the launch of the Hotel Sustainability Roadmap earlier this year, the MICE Sustainability Roadmap is the second such project.
The Singapore Green Plan 2030 and the Sustainable Development Goals of the United Nations (UN) serve as the roadmap’s guiding principles. Three goals are listed in the MICE Sustainability Roadmap to help Singapore become one of the most environmentally-friendly MICE destinations in Asia Pacific:
- By 2023, create a set of industry-acceptable sustainability standards with the goal of having them recognised internationally by 2024.
- For all six purpose-built MICE venues and 80% of SACEOS members to get internationally or nationally recognised sustainability certification, or both, by 2025.
- To attain net-zero emissions by 2050 in accordance with the country’s net-zero aim, the Singapore MICE sector must first track waste and carbon emissions by 2023, reduce waste in line with the Singapore Green Plan by 2030, and reduce waste overall by 2050.
The MICE Sustainability Committee (MSComm), established by STB and SACEOS in August 2022 to advance sustainability capabilities and create awareness of sustainability initiatives and best practices, will help the industry adopt sustainable practices and meet these goals.
The dedication to sustainability follows a robust MICE rebound in the wake of Singapore’s borders being reopened in April this year and a rising desire for environmentally friendly business travel. More importantly, the industry is aware of how crucial it is to lessen the environmental impact of MICE events.
With STB and SACEOS leading the charge and offering support as necessary to further develop a sustainable business events landscape in Singapore, the MICE Sustainability Roadmap will ensure that MICE players move forward in pursuing relevant and achievable sustainability goals that are tracked at appropriate milestones.
Meanwhile, OpenGov Asia recently reported that the Infocomm Media Development Authority (IMDA) of Singapore is working with a large American technology company to address climate change-related challenges and enhance the sustainability of digital technologies.
The cooperation aims to hasten the local and international development of software applications and solutions to assist businesses in using their resources more efficiently.
The tech giant and IMDA will exchange best practices, standards, learnings, and certification pathways for accurate measurement and reporting of carbon emissions resulting from software applications. Through this relationship, the nation hopes to speed up the application of the ideas and resources needed to create green technologies.
According to IMDA, Southeast Asia is well-positioned for the region to take the lead in digital sustainability. This collaboration will produce cutting-edge digital sustainability solutions that can be used by multinational corporations, bringing about positive change for the environment worldwide and ensuring a sustainable future for all.
The Hong Kong Polytechnic University (PolyU) and a US-based engineering company signed a Memorandum of Understanding to establish the Centre for Humanistic Artificial Intelligence and Robotics (CHAiR) for translational research with the goal of advancing the well-being of humanity.
The partnership aims to integrate the university’s interdisciplinary research capabilities and the company’s well-known humanoid robotics platform to explore technology applications. Sophia, the company’s most advanced human-like robot, will work with PolyU researchers to enhance the contribution of AI and robotic technology for social and commercial benefits.
Research into and applications of AI and robotics are essential to the advancement of industry. As an interdisciplinary research and development centre, CHAiR brings cross-faculty collaborations in research fields such as AI, the internet of things (IoT), neuroscience, design, computer science, mechanical engineering, material science, healthcare, and the humanities.
In collaboration with the company, CHAiR supports innovation and entrepreneurship in Hong Kong and the Greater Bay Area. The Dean of Graduate School, Chair Professor of Distributed and Mobile Computing, and Otto Poon Charitable Foundation Professor in Data Science will serve as the principal investigator and administrative director of CHAiR. He will also serve alongside the CEO and Founder of the company as a co-chair of the Centre’s steering committee.
The MoU was signed by the Vice President (Research and Innovation) of PolyU and the CEO and Founder of the company. It was Witnessed by the President of PolyU and the Executive Director of the firm.
During the signing ceremony, Sophia made conversation with the guests. She said, “I look forward to learning many new skills and abilities. With your help, maybe I can learn how to be a nurse, a teacher, a concierge, a librarian. You can teach me how to be a better companion, a more skilful artist, a funnier entertainer.”
Meanwhile, the company’s CEO and Founder noted that the new centre is perfectly positioned to refine and improve the performance of Sophia-class robots in ways that promote the growth of a new service robot industry. As soon as the industry begins expanding, investment in improved hardware, software and manufacturing technologies will as well, he noted.
The President of PolyU noted that academia-industry collaboration is one of the most productive mechanisms for creating and implementing innovations. There is tremendous untapped potential for humanistic social robots. Let us aspire that CHAiR will be a major catalyst for the onset of the age of humanistic robots.
The Dean of Graduate School, Chair Professor of Distributed and Mobile Computing, who is also Director of the Research Institute for Artificial Intelligence of Things (RIAIoT), said the Institute has been working on practical solutions to key challenges in advanced AIoT technologies and applications.
He noted that the natural evolution for RIAIoT is to partner with the engineering firm to address increasingly ambitious opportunities in humanistic AI and social robotics. CHAiR will play a unique and key role to combine the firm’s knowledge with world-class academics here at PolyU.
The engineering company is an AI and robotics company dedicated to creating socially intelligent machines that enrich the quality of our lives. Sophia is the world’s first robot citizen and the first robot Innovation Ambassador for the United Nations Development Programme.
The Singapore University of Technology and Design (SUTD) and Tecnológico de Monterrey (Tec) through its Institute for the Future of Education, signed a research collaboration agreement to improve the cyber-physical learning of students and teachers in Singapore and Mexico.
The three-year agreement will see the two parties share practices and experiences in the configuration and usage of cyber-physical learning infrastructure to create new opportunities for educational innovation and research, resulting in new pathways for the future of education.
The SUTD-Tec’s Institute for the Future of Education agreement will foster the exchange and sharing of practices of cyber-physical learning and evaluation of the effectiveness of associated educational delivery models. Both parties will conduct joint experiments involving students and instructors to explore domains such as technology-enabled learning, translational pedagogical innovations, learning analytics, and personalised and engaging learning.
This research collaboration will have its focus on the SUTD campusX initiative, which focuses on the needs and experiences of students and instructors using data analytics and learning sciences with the purpose of creating a safe, inclusive, and enjoyable space for students to learn, interact and optimise their learning outcomes.
With regards to the campusX and its impact on the future of education, SUTD’s Provost stated that both Tec and SUTD share a common vision of cyber-physical learning, with similar interests and understanding of the challenges in areas of applying human-centric technology and design to the practice of pedagogy and andragogy in actual higher learning environments. This forms a strong basis on which many more projects can be conducted between Tec and SUTD. The current research collaboration is an important start and SUTD looks forward to furthering the partnership with Tec in years to come.
He noted that, similarly, SUTD also looks forward to working with more like-minded partners across academia and industry and from local and global landscapes to make cyber-physical learning a reality.
Speaking about the research collaboration between the two renowned higher education institutions, the Rector for Higher Education of Tecnológico de Monterrey expressed his satisfaction with the signing of the agreement and said that to advance in current-day education challenges and design the future of education, collaboration is key.
He noted that Tec has pioneered educational innovation in Mexico and Latin America, and they aim to expand their projects and initiatives to have an increasingly global relationship and impact. An initiative aimed at strengthening links with Asia is being developed; these collaborations with them will extend to the areas of research, education, and technology.
Furthermore, the Executive Director of the Institute for the Future of Education of Tecnológico de Monterrey emphasised the importance of this kind of agreement between both universities. He noted that conducting joint experiments to evaluate innovative cross-border educational models will be key to developing effective cyber-physical learning environments.
The collaborative project with SUTD’s campusX initiative will increase learning opportunities for global higher education audiences, capitalising on the intercultural exchanges between Singaporean and Mexican students and professors, and developing best practices with an international perspective, he added.
The research activities framed in this agreement are slated to begin in the first quarter of 2023 and the experimental and simulated learning environment trials will result in the identification of best practices in digital education delivery models supported by effective cyber-physical technology platforms.
The Indian Institute of Technology, Madras (IIT-Madras) has launched an online masters in technology (MTech) course for working professionals, allowing candidates to pursue the educational qualification while working. According to a statement, the tailor-made online programme for qualified engineers is gaining popularity and over 600 working professionals have already enrolled for the three-year course.
The MTech degree includes programmes on communications, VLSI and analog circuits, microelectronics, multimedia signal processing, software security, automotive engineering, mechanical design, interdisciplinary programmes in quantum technology, and data sciences.
IIT-Madras is the first IIT to offer an MTech course in a distance learning mode through its Centre for Continuing Education. “The students of this programme have the same rights and privileges as regular students. The working professionals can carry out the project work at their workplaces. They do not need any residency as compared to sponsored candidates,” a representative from the IIT-Madras said. From only 14 candidates in 2020, the number has shot up to 605 this year.
IIT-Madras faculty, teachers from other premier academic institutions, and eminent industry professionals will be conducting the classes. Apart from online classes, which are held in the evening, students will also have live interaction with their faculty members. Students will give exams in the same city as their offices. In terms of the evaluation method, a problem statement will be evaluated and approved by IIT-Madras faculty. A mentor will guide the student at their workplace. The student’s progress will be jointly evaluated by faculty from IIT-Madras and the mentor. The faculty member will approve the problem statement and review the progress.
In September, IIT-Madras launched an industry-oriented Online Certificate Programme on e-mobility for working professionals. Four out of the nine modules in the programme are delivered by industry professionals. The programme was conceived with inputs from industry experts and would be continuously upgraded based on technology trends, market trends, and industry needs, the Institute noted.
The course is offered through IIT-Madras’ Centre for Outreach and Digital Education (CODE). It provides an overview of the e-mobility ecosystem and fundamentals in technical areas like vehicle development, power electronics, battery engineering, thermal management, power trains, and EMI/ EMC, among others. The programme contains 120 hours of video classes and 40 hours of online contact classes with the faculty. The candidates need to complete regular assignments and a final evaluation, after which they will receive a certificate. The first cohort started at the beginning of October.
In November, the Institute partnered with United States-based Purdue University to jointly develop a dual-degree programme in semiconductors. As OpenGov Asia reported, the programme focuses on an innovative, cooperatively developed curriculum to meet the growing needs of the industry. Undergraduate students with strong academic credentials and a deep interest in semiconductor devices, chip fabrication, and circuits and systems will be considered. The programme will enable a quick ramp-up of skilled talent, preparing the next generation of the semiconductor workforce. The partnership would also entail research collaboration in semiconductor supply-chain management, chip design, packaging, system architecture, and advanced manufacturing methods
Australia’s national science agency, CSIRO, recently revealed details of an AU$15 million project to develop a national soil information system, aimed at improving the sustainable management of one of the nation’s most precious assets.
Supporting the National Soil Strategy, and funded by the Australian Government’s Department of Agriculture, Fisheries and Forestry, the Australian National Soil Information System (ANSIS) project is a collaboration between the government, research organisations, industry, the private sector and the community.
Using innovative processes and technologies, ANSIS will allow improved sharing of nationally consistent soil data and information through online access for users. This will help Australians to better understand their nation’s diverse range of soils and make better decisions about managing our important soil resources. Currently, soil data is collected using different methods, by different organisations, and at a range of depths in the soil. This makes it hard to access, compare and use data from diverse sources.
The Project Lead at CSIRO stated that improving access to the best soil data and information can help promote digital agriculture innovation and is key to sustainably managing Australia’s soils. By using ANSIS, farmers and agricultural advisors will have access to more soil data and be better placed to more sustainably manage the soil on which they rely.
Soil is vital to agricultural production and natural environments, as well as health and well-being. This information system will help everyone care for this important natural resource. Productive, healthy, and resilient soil means more economic, environmental, and social benefits to Australia. Monitoring soil also helps scientific understanding of how the natural world is changing.
This work will provide insight into biodiversity, water resources, landscapes and coastlines, fauna, climate, and geology. By harmonising Australia’s soil data, we can make it accessible across many fields of science and exploration. The project is being delivered under the Federal Government’s National Soil Strategy, which is about prioritising soil health, empowering soil innovation and stewards, and strengthening soil knowledge and capability. The new ANSIS system will be available for use in 2023.
ANSIS will provide improved access to nationally consistent soil data and information needed to help sustainably manage Australian soil. ANSIS will provide:
- More soil data
- More data sets are available that in other soil systems
- Enables more certainty in products developed
- Opportunity to develop new products
- Improved access
- Multiple data sets are now discoverable and accessible
- National coverage
- Most up-to-date data available
- Efficient provision
- Organised and standardised data for immediate use
- Can feed into many users’ requirements
- Consistent delivery
- Substantial reduction in time to prepare information products
- Trusted location
- Certainty that data is from an authoritative source, verified and satisfies standards.
The country has established the Indonesian Aviation Sector Computer Security Incident Response Team (IAS-CSIRT) to strengthen cybersecurity. The team will report to the Ministry of Transportation’s Director General of Air Transportation.
To anticipate system vulnerabilities, identify opportunities for bad actors to exploit, and reduce the risk of cyber incident threats, the aviation sector required a dedicated cybersecurity team. The CSIRT will regularly publish information on vulnerabilities, security, and new technology trends. The team is also prepared to face various escalating challenges. Members of the CSIRT will be trained through cyber drills and workshops.
The team is in charge of receiving, reviewing, and responding to cyber incident reports and activities with the function of providing reactive services by performing incident coordination, incident triage, and incident resolution.
During the IAS-CSIRT inaugural speech, the Deputy for Cybersecurity and Economic Cryptography of the National Cyber and Crypto Agency (BSSN), Markos, said that the aviation industry increasingly relies on digital technology for flight operations, ground services, communications navigation and surveillance, airport infrastructure, air traffic management, and supply chain.
Therefore, cybercrime prevention and management are crucial for many parties, including aviation service providers. F. Budi Prayitno, the Director of Aviation Security at the Ministry of Transportation, outlined the importance of cyber defence since cybercrime has resulted in considerable losses across sectors. “Effective cyber-crime prevention and management necessitate the collaboration of various cyber security stakeholders who already have a CSIRT,” said Budi. The BSSN contributed to the formation of the IAS-CSIRT.
Markos hopes that the IAS-CSIRT will be able to collaborate, synergise, and share information with various stakeholders and other cybersecurity constituencies in Indonesia, particularly in the handling and recovery of cyber incidents.
BSSN wants other sectors to form a CSIRT as well. The IAS-CSIRT was established for the first time (IIV) following the issuance of Presidential Regulation 82 of 2022 concerning the Protection of Vital Information Infrastructure. Sector IIV prioritises the CSIRT because it manages various strategic information assets related to community survival, national stability, and sovereignty.
Before the inauguration, BSSN signed a memorandum of understanding (MoU) and cooperation agreement with state-owned Aviasi Wisata Indonesia (InJourney Group) to support the tourism industry. In addition, cooperation on information protection and electronic transactions intends to improve the quality of information protection and electronic commerce.
The agreement’s scope includes information and communication technology security, the use of electronic certificates to improve electronic transaction security, the improvement and development of human resources, the exchange of information, and cybersecurity campaigns and literacy.
At the signing ceremony, the Head of the National Cyber and Crypto Agency (BSSN), Hinsa Siburian, emphasised the importance of synergy and collaboration to recover the Indonesian aviation and tourism industry through a reliable and safe digital transformation.
Furthermore, between January and November 2022, BSSN detected over 1.14 million traffic anomalies across all InJourney Group assets. BSSN said the most anomalies were discovered in August, with 235,742 events.
The collaboration is expected to make digital information transactions and exchanges more secure and leak-proof. The rapid advancement of digital technology presents an opportunity for Injourney to gain trust and confidence in the Indonesian tourism industry. However, as a result, it must be balanced with maximum data, information, and electronic transaction security.
China Provincial Development and Reform Commission announced the list of the second batch of digital transformation promotion centres in Liaoning Province. There are 13 additional provincial-level digital transformation promotion centres to help small and medium-sized enterprises improve transformation capabilities, reduce transformation costs, and shorten transformation cycles. There are currently 29 digital transformation promotion centres in the province, in addition to the previously announced first batch of lists.
The centres will assist the government in promoting digital construction in Liaoning and cultivating a digital transformation ecology. The programme is under the construction of the second batch of digital transformation promotion centres in Liaoning Province according to the Provincial Development and Reform Commission. The listed enterprises in this programme are based on self-declaration and recommendations from provincial and municipal departments. Experts then review the voluntary requests before being finalised and publicised.
According to the Provincial Development and Reform Commission, the digital transformation promotion centre should fully integrate resources to assist small and medium-sized enterprises.
The province government will provide transformation tools, products, technologies, and customised solutions to support business digital transformation and development. The centre promotes traditional businesses, internet platform enterprises, industry platform enterprises and financial institutions.
The government also promotes collaborative innovation in industries, education, medical care, employment, elderly care, and other fields. Companies participating in the programme will use the projects as a starting point to develop digital technology application scenarios. Participants in the programme are also permitted to complete personnel training with universities and colleges and vocational training and education.
The Provincial Development and Reform Commission will regularly evaluate provincial-level digital transformation promotion centres. The results will be used to recommend applicants for national-level digital transformation promotion centres.
China is currently driving the country’s digital economy. In early November, the General Office of the Ministry of Industry and Information Technology issued the “Guidelines for the Digital Transformation of SMEs.” The regulation aims to fully implement the Party Central Committee’s and State Council’s decision-making deployment to encourage SMEs to improve their overall strength and core competitiveness through digital transformation.
The General Secretary of the Communist Party of China, Xi Jinping, stated that “small and medium-sized enterprises can do great things.” He also emphasised the importance of grasping the direction of digitisation, networking, and intelligence. Moreover, promoting the digitisation of manufacturing, service industries, agriculture, and other industries is also necessary.
The guidelines aim to implement Party Central Committee and State Council decision-making and deployment, strengthen policy coordination, strengthen scientific guidance, deepen transformation awareness, and gather work synergy. The report also needed to promote high-quality economic development through the digital transformation of small and medium-sized businesses. The effort also had to be consistent with the overall economic and social digital transformation trend.
Furthermore, China will use the guidance to increase specialisation and new development of small and medium-sized businesses. The government intends to expand the use of digital technology in various sectors, including research, production, supply, marketing, and clothing. They plan to empower and refine products, increase value, plus accelerate technological innovation and new development in small and medium-sized businesses.
Another role of guidance is strengthening the digital transformation system and the comprehensive path of small and medium-sized businesses. Digital transformation is a multifaceted, cross-cutting project. The guidelines thus aid transformation from the demand side, the supply side, and local governments at all levels. All interested parties can use the guidelines to clarify their positioning and path and strengthen the collective force of transformation.