IBM has announced the global expansion of Watson Decision Platform for Agriculture, with AI technology tailored for new crops and specific regions to help feed a growing population. For the first time, IBM is providing a global agriculture solution that combines predictive technology with data from The Weather Company, an IBM Business, and IoT data to help give farmers around the world greater insights about planning, ploughing, planting, spraying and harvesting.
By 2050, the world will need to feed two billion more people without an increase in arable land . IBM is combining power weather data – including historical, current and forecast data and weather prediction models from The Weather Company – with crop models to help improve yield forecast accuracy, generate value, and increase both farm production and profitability.
Roric Paulman, owner/operator of Paulman Farms in Southwest Nebraska, said: “As a farmer, the wild card is always weather. IBM overlays weather details with my own data and historical information to help me apply, verify, and make decisions. For example, our farm is in a highly restricted water basin, so the ability to better anticipate rain not only saves me money but also helps me save precious natural resources.”
New crop models include corn, wheat, soy, cotton, sorghum, barley, sugar cane and potato, with more coming soon. These models will now be available in the Africa, U.S. Canada, Mexico, and Brazil, as well as new markets across Europe and Australia.
Kristen Lauria, general manager of Watson Media and Weather Solutions at IBM, said: “These days farmers don’t just farm food, they also cultivate data – from drones flying over fields to smart irrigation systems, and IoT sensors affixed to combines, seeders, sprayers and other equipment. Most of the time, this data is left on the vine — never analysed or used to derive insights. Watson Decision Platform for Agriculture aims to change that by offering tools and solutions to help growers make more informed decisions about their crops.”
The average farm generates an estimated 500,000 data points per day, which will grow to 4 million data points by 2036 . Applying AI and analysis to aggregated field, machine and environmental data can help improve shared insights between growers and enterprises across the agriculture ecosystem. With a better view of the fields, growers can see what’s working on certain farms and share best practices with other farmers. The platform assesses data in an electronic field record to identify and communicate crop management patterns and insights. Enterprise businesses such as food companies, grain processors, or produce distributors can then work with farmers to leverage those insights. It helps track crop yield as well as the environmental, weather and plant biologic conditions that go into a good or bad yield, such as irrigation management, pest and disease risk analysis and cohort analysis for comparing similar subsets of fields.
The result isn’t just more productive farmers. Watson Decision Platform for Agriculture could help a livestock company eliminate a certain mold or fungus from feed supply grains or help identify the best crop irrigation practices for farmers to use in drought-stricken areas like California. It could help deliver the perfect French fry for a fast food chain that needs longer – not fatter – potatoes from its network of growers. Or it could help a beer distributor produce a more affordable premium beer by growing higher quality barley that meets the standard required to become malting barley.
Watson Decision Platform for Agriculture is built on IBM PAIRS Geoscope from IBM Research, which quickly processes massive, complex geospatial and time-based datasets collected by satellites, drones, aerial flights, millions of IoT sensors and weather models. It crunches large, complex data and creates insights quickly and easily so farmers and food companies can focus on growing crops for global communities.
IBM and The Weather Company help the agriculture industry find value in weather insights. IBM Research collaborates with start up Hello Tractor to integrate The Weather Company data, remote sensing data (e.g., satellite), and IoT data from tractors. IBM also works with crop nutrition leader Yara to include hyperlocal weather forecasts in its digital platform for real-time recommendations, tailored to specific fields or crops. IBM acquired The Weather Company in 2016 and has since been helping clients better understand and mitigate the cost of weather on their businesses. The global expansion of Watson Decision Platform for Agriculture is the latest innovation in IBM’s efforts to make weather a more predictable business consideration. Also just announced, Weather Signals is a new AI-based tool that merges The Weather Company data with a company’s own operations data to reveal how minor fluctuations in weather affects business.
The combination of rich weather forecast data from The Weather Company and IBM’s AI and Cloud technologies is designed to provide a unique capability, which is being leveraged by agriculture, energy and utility companies, airlines, retailers and many others to make informed business decisions.
 The UN Department of Economic and Social Affairs, “World Population Prospects: The 2017 Revision”
 Business Insider Intelligence, 2016 report: https://www.businessinsider.com/internet-of-things-smart-agriculture-2016-10
Second-hand smartphone market booms
The worldwide market for used smartphones is forecast to grow to 332.9 million units, with a market value of $67 billion, in 2023, according to IDC
International Data Corporation (IDC) expects worldwide shipments of used smartphones, inclusive of both officially refurbished and used smartphones, to reach a total of 206.7 million units in 2019. This represents an increase of 17.6% over the 175.8 million units shipped in 2018. A new IDC forecast projects used smartphone shipments will reach 332.9 million units in 2023 with a compound annual growth rate (CAGR) of 13.6% from 2018 to 2023.
This growth can be attributed to an uptick in demand for used smartphones that offer considerable savings compared with new models. Moreover, OEMs have struggled to produce new models that strike a balance between desirable new features and a price that is seen as reasonable. Looking ahead, IDC expects the deployment of 5G networks and smartphones to impact the used market as smartphone owners begin to trade in their 4G smartphones for the promise of high-performing 5G devices.
Anthony Scarsella, research manager with IDC’s Worldwide Quarterly Mobile Phone Tracker, says: “In contrast to the recent declines in the new smartphone market, as well as the forecast for minimal growth in new shipments over the next few years, the used market for smartphones shows no signs of slowing down across all parts of the globe. Refurbished and used devices continue to provide cost-effective alternatives to both consumers and businesses that are looking to save money when purchasing a smartphone. Moreover, the ability for vendors to push more affordable refurbished devices in markets in which they normally would not have a presence is helping these players grow their brand as well as their ecosystem of apps, services, and accessories.”
Worldwide Used Smartphone Shipments (shipments in millions of units)
|Rest of World||136.8||77.8%||245.7||73.8%||12.4%|
Source: IDC, Worldwide Used Smartphone Forecast, 2019–2023, Dec 2019.
Table Notes: Data is subject to change.
* Forecast projections.
Says Will Stofega, program director, Mobile Phones: “Although drivers such as regulatory compliance and environmental initiatives are still positively impacting the growth in the used market, the importance of cost-saving for new devices will continue to drive growth. Overall, we feel that the ability to use a previously owned device to fund the purchase of either a new or used device will play the most crucial role in the growth of the refurbished phone market. Trade-in combined with the increase in financing plans (EIP) will ultimately be the two main drivers of the refurbished phone market moving forward.”
According to IDC’s taxonomy, a refurbished smartphone is a device that has been used and disposed of at a collection point by its owner. Once the device has been examined and classified as suitable for refurbishment, it is sent off to a facility for reconditioning and is eventually sold via a secondary market channel. A refurbished smartphone is not a “hand me down” or gained as the result of a person-to-person sale or trade.
The IDC report, Worldwide Used Smartphone Forecast, 2019–2023 (Doc #US45726219), provides an overview and five-year forecast of the worldwide refurbished phone market and its expansion and growth by 2023. This study also provides a look at key players and the impact they will have on vendors, carriers, and consumers.
Customers and ‘super apps’ will shape travel in 2020s
Customers will take far more control of their travel experience in the 2020s, according to a 2020 Trends report released this week by Travelport, a leading technology company serving the global travel industry.
Through independent research with thousands of global travellers – including 500 in South Africa – hundreds of travel professionals and interviews with leaders of some of the world’s biggest travel brands, Travelport uncovered the major forces that will become the technology enablers of travel over the next decade. These include:
Customers in control
Several trends highlight the finding that customers are moving towards self-service options, with 61% of the travellers surveyed in South Africa preferring to hear about travel disruption via digital communications, such as push notifications on an app, mobile chatbots, or instant messaging apps, rather than speaking with a person on the phone. This is especially important when it comes to young travellers under 25, seen as the future business traveler, and managing their high expectations through technology.
With the threat of super app domination, online travel agencies must disrupt or risk being disrupted. Contextual messaging across the journey will help. Super app tech giants like WeChat give their users a one-stop shop to communicate, shop online, book travel, bank, find a date, get food delivery, and pay for anything within a single, unified smartphone app. Travel brands that want to deliver holistic mobile customer experiences need to think about how they engage travellers within these super apps as well as in their own mobile channels.
In the next year, research shows, we will see an accelerated rate of change in the way travel is retailed and purchased online. This includes wider and more complex multi-content reach, more enriched and comparable offerings, more focus on relevance than magnitude, and an increase in automation that enables customer self-service.
“How customers engage with their travel experience – for instance by interacting with digital ‘bots’ and expecting offers better personalised to their needs – is changing rapidly,” says Adrian Roodt, country manager for Southern Africa at Travelport. “We in the travel industry need to understand and keep pace with these forces to make sure we’re continuing to make the experience of buying and managing travel continually better, for everyone.”
Read the full 2020 Trends report here: 2020 Trends hub.