Ideas
Explore the world's #1 largest database of ideas and innovations, with 460,503 inspiring examples.
Trend Reports
Discover why 1,240 brands rely on our AI-powered Trend Reports to get better, faster insights.
Newsletter
Join 321,097 subscribers who rely on our weekly newsletter to keep up with need-to-know trends and insights.
How to Hunt
Learn more about how to hunt megatrends, ideas, patterns and opportunity.
Consumer Insights
Uncover major shifts and emerging opportunities with our exclusive PRO research.
Trend Reports
Discover why 1,240 brands rely on our AI-powered Trend Reports to get better, faster insights.
Newsletter
Join 321,097 subscribers who rely on our weekly newsletter to keep up with need-to-know trends and insights.
How to Hunt
Learn more about how to hunt megatrends, ideas, patterns and opportunity.
Advisory & Services
Accelerate innovation and ignite disruptive thinking with our award-winning programs and research.
Trend Reports
Get fast, customized trend reports, presentations and deep dives 20x faster than traditional research.
Plans
Get started today with a free consultation, our self-serve tools, or a dedicated program.
Articles & Magazine
Get inspired with our 4,210 innovation strategy articles, keynote, videos and innovation tools.
Innovation Awards
Trend Hunter’s Innovation Strategy Awards recognize the best innovation tactics gathered from our interviews with some of the world's most notable business leaders, authors and change makers.
Advisory & Services
Accelerate innovation and ignite disruptive thinking with our award-winning programs and research.
Innovation Assessment
Enhance your innovation potential with a deeper understanding of your unique innovation archetype and how your organization benchmarks.
FuturistU
Prepare for the years ahead with 100+ lessons, tactics, tools and frameworks with our full learning database.
Innovation Books
Join 20,000,000 people getting better and faster with our New York Times Bestselling books and keynote videos.
Jeremy Gutsche
Ignite your event or virtual event with our CEO, a NY Times Bestselling Author and one of the top innovation keynote speakers.
Our Team of Speakers & Virtual Presenters
Inspire your group with our most popular speakers on innovation, trends, change and futurism.
Custom Training & Events
Bring the Future Festival experience directly to your team or co-hosted custom event.
Custom Masterclasses
Join the world's leading brands who leverage our custom programs to accelerate innovation.
FuturistU 5-Day Program
Become a Futurist with our immersive 5-Day program at Future Festival World Summit.
Online eLearning
Learn the fundamentals of futurism and trends with 100+ online courses about innovation.
How to Hunt
Learn more about how to hunt megatrends, ideas, patterns and opportunity.
Contact
Get in touch to learn more, ask a question or submit a tip.
About Us
Learn more about Trend Hunter and how we accelerate innovation.
Follow-Us
Join our 3,500,000 social media followers, on the cutting edge.
How to Hunt
Learn more about how to hunt megatrends, ideas, patterns and opportunity.
FAQ
Get answers to common questions about Trend Hunter.
Community
Stay on the cutting-edge with the help of the Trend Hunter community.
Team
Meet the team trusted by hundreds of leading businesses worldwide.
Jobs
Find opportunities to accelerate your career with the #1 Trend Firm.
News
Catch up on noteworthy Trend Hunter news and media mentions.
Join
Build a portfolio and put your trend-spotting abilities to the test.
Advertising
Supercharge your marketing by partnering with Trend Hunter.
Portfolio
Visit your public portfolio and browse your past articles.
Add a Trend
Write up an article and showcase your trend-spotting skills.
My Trends
Edit your articles and see how they stack up on the leaderboards.
Settings
Edit your profile, connect your social media accounts, and more.
Add a trend, customize your dashboard, or track topics.
Future Festival
Innovation Events
Join the world's top innovators at our in person events.
Free Webinars
Learn to innovate through chaos, navigate the new normal and maintain work culture from home.
Custom Training & Events
Bring the Future Festival experience directly to your team or co-hosted custom event.
Search our database of 460,503 cutting edge ideas.

Crop Yield Predictors

'Descartes Labs' Uses Satellites and AI to Estimate Crop Yields

— August 5, 2016 — Tech
Crops are nearly as old as modern humans, and yet, until the advent of new technology from startup 'Descartes Labs,' predicting how crops behave and perform involved a lot of estimation and a lot of farmers in the fields providing data. The new technology from the New Mexico startup hopes to make the process both more efficient and less work-intensive by using satellite imagery and artificial intelligence.

Throughout trials over the past two years, the Descartes Labs crop yield system has consistently outperformed the accuracy of the US Department of Agriculture, often by a full percentage point. Though that margin may not sound like much, a one percent difference in corn yield across the entire US is a huge amount. And now, by being able to refer to historical data that the Descartes Labs system has gathered as well as using the original machine learning technique, the company predicts that it will improve its algorithm to 2.5 percent better than the USDA.
Trend Themes
1. Satellite Imagery - Using satellite imagery, businesses can gather data to accurately predict crop yields and improve efficiency.
2. Artificial Intelligence - Leveraging artificial intelligence, companies can develop advanced algorithms to estimate crop yields with higher accuracy than traditional methods.
3. Machine Learning - By utilizing machine learning techniques, organizations can continuously improve their crop yield prediction algorithms based on historical data.
Industry Implications
1. Agriculture - The agriculture industry can benefit from satellite imagery and AI technology to optimize crop production and improve yields.
2. Big Data Analytics - In the field of big data analytics, the use of satellite imagery and machine learning algorithms can provide valuable insights for predicting crop yields.
3. Technology Research - Technology research companies can explore the potential of satellite imagery and AI in revolutionizing crop yield prediction and analysis.
3.1
Score
Popularity
Activity
Freshness