Roseway said we would also need to look more to urban spaces to "shoulder" our agricultural needs.
As for 2017? Roseway predicted the Internet of Things for agriculture would make gains "including a fusion of ubiqitous sensing, computer vision capabilities and cloud storage".
These would allow farmers to monitor and manage the health of their farms "from micro to macro levels".
Microsoft polled 17 of its female staff to mark Computer Science Education Week.
On its corporate blog it said "It's more critical than ever for everyone to be digitally literate, especially our kids ... This is particularly true for women and girls who, while representing roughly 50 percent of the world's population, account for less than 20 percent of computer science graduates in 34 OECD countries."
Read more of the predictions here