A new artificial intelligence (AI) system can be used to predict crop yields up to six months before harvest, researchers say.
The tool counts flowers on fruit trees, which could help farmers to boost crop yields and improve their allocation of resources such as water and labour, and plan harvests and distribution.
The system, developed by researchers at the National Robotarium in Edinburgh, can accurately estimate the number of flowers on fruit trees from photos taken by a standard smartphone.
It recognises patterns and features, such as the edges and shapes of petals.
Trials in peach orchards in Spain showed the system was 90 per cent accurate in its estimates of the number of flowers, compared with counts done manually, which the researchers say have error rates of between 30 and 50 per cent.
“In countries all across the world, farmers often rely on manual methods to estimate their yields, which can have a significant error margin," said Fernando Auat Cheein, associate professor in autonomous systems at the National Robotarium.
“By leveraging the power of AI and the convenience of off-the-shelf technology like smartphones, our approach seamlessly integrates with traditional farming practices, making it easier for growers to embrace and benefit from innovative solutions without overhauling their existing methods.”
Mr Cheein said that during the trial in Spain, farmers “appreciated the simplicity and accuracy of the flower-counting AI and its potential to help them make more informed decisions about crop management, such as targeted pruning and herbicide application.”
“By focusing their efforts on areas of the farm that are expected to yield the most fruit, farmers can optimise resources, reduce their environmental footprint, and maximise both the quantity and quality of their harvest," he said.
The researchers will next compare the AI’s predictions with the actual peach harvest in September 2024.
If these turn out to be effective, they believe the approach could be adapted for crops such as apples, pears and cherries, benefitting fruit growers in Britain, Europe and beyond.
According to the researchers, agriculture uses about 65 per cent of the world’s fresh water, almost half of which is wasted, while each year about 45 per cent of fruit and vegetables produced for human consumption are lost or wasted.
The research project has been developed by academics and researchers from the National Robotarium, and the Federico Santa Maria Technical University and Universidad Andres Bello in Chile.
The National Robotarium is the UK’s centre for robotics and AI, and is part of the Data-Driven Innovation initiative, supported by £21 million ($26.6 million) from the UK government and £1.4 million from the Scottish government.
Its researchers collaborate with industry partners to develop solutions to the most pressing challenges facing the agriculture sector, from improving crop yields and quality to reducing environmental impact and enhancing sustainability.
Bundesliga fixtures
Saturday, May 16 (kick-offs UAE time)
Borussia Dortmund v Schalke (4.30pm)
RB Leipzig v Freiburg (4.30pm)
Hoffenheim v Hertha Berlin (4.30pm)
Fortuna Dusseldorf v Paderborn (4.30pm)
Augsburg v Wolfsburg (4.30pm)
Eintracht Frankfurt v Borussia Monchengladbach (7.30pm)
Sunday, May 17
Cologne v Mainz (4.30pm),
Union Berlin v Bayern Munich (7pm)
Monday, May 18
Werder Bremen v Bayer Leverkusen (9.30pm)
The bio
Date of Birth: April 25, 1993
Place of Birth: Dubai, UAE
Marital Status: Single
School: Al Sufouh in Jumeirah, Dubai
University: Emirates Airline National Cadet Programme and Hamdan University
Job Title: Pilot, First Officer
Number of hours flying in a Boeing 777: 1,200
Number of flights: Approximately 300
Hobbies: Exercising
Nicest destination: Milan, New Zealand, Seattle for shopping
Least nice destination: Kabul, but someone has to do it. It’s not scary but at least you can tick the box that you’ve been
Favourite place to visit: Dubai, there’s no place like home
if you go
The flights
Etihad and Emirates fly direct to Kolkata from Dh1,504 and Dh1,450 return including taxes, respectively. The flight takes four hours 30 minutes outbound and 5 hours 30 minute returning.
The trains
Numerous trains link Kolkata and Murshidabad but the daily early morning Hazarduari Express (3’ 52”) is the fastest and most convenient; this service also stops in Plassey. The return train departs Murshidabad late afternoon. Though just about feasible as a day trip, staying overnight is recommended.
The hotels
Mursidabad’s hotels are less than modest but Berhampore, 11km south, offers more accommodation and facilities (and the Hazarduari Express also pauses here). Try Hotel The Fame, with an array of rooms from doubles at Rs1,596/Dh90 to a ‘grand presidential suite’ at Rs7,854/Dh443.
UAE%20PREMIERSHIP
%3Cp%3E%3Cstrong%3EFinal%3A%3C%2Fstrong%3E%20Dubai%20Hurricanes%20v%20Jebel%20Ali%20Dragons%0D%3Cbr%3E%0DSaturday%2C%208.15pm%2C%20Al%20Ain%20Amblers%0D%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ESemi-final%20results%3C%2Fstrong%3E%0D%3Cbr%3EDubai%20Exiles%2020-26%20Dubai%20Hurricanes%0D%3Cbr%3EDubai%20Tigers%2032-43%20Jebel%20Ali%20Dragons%0D%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ETable%3C%2Fstrong%3E%0D%3Cbr%3E1%20Dubai%20Tigers%2C%2033%20points%0D%3Cbr%3E2%20Dubai%20Exiles%2C%2024%20points%0D%3Cbr%3E3%20Dubai%20Hurricanes%2C%2018%20points%0D%3Cbr%3E4%20Jebel%20Ali%20Dragons%2C%2014%20points%0D%3Cbr%3E5%20Abu%20Dhabi%20Harlequins%2C%2014%20points%3C%2Fp%3E%0A
UAE currency: the story behind the money in your pockets
What is the FNC?
The Federal National Council is one of five federal authorities established by the UAE constitution. It held its first session on December 2, 1972, a year to the day after Federation.
It has 40 members, eight of whom are women. The members represent the UAE population through each of the emirates. Abu Dhabi and Dubai have eight members each, Sharjah and Ras al Khaimah six, and Ajman, Fujairah and Umm Al Quwain have four.
They bring Emirati issues to the council for debate and put those concerns to ministers summoned for questioning.
The FNC’s main functions include passing, amending or rejecting federal draft laws, discussing international treaties and agreements, and offering recommendations on general subjects raised during sessions.
Federal draft laws must first pass through the FNC for recommendations when members can amend the laws to suit the needs of citizens. The draft laws are then forwarded to the Cabinet for consideration and approval.
Since 2006, half of the members have been elected by UAE citizens to serve four-year terms and the other half are appointed by the Ruler’s Courts of the seven emirates.
In the 2015 elections, 78 of the 252 candidates were women. Women also represented 48 per cent of all voters and 67 per cent of the voters were under the age of 40.
Key facilities
- Olympic-size swimming pool with a split bulkhead for multi-use configurations, including water polo and 50m/25m training lanes
- Premier League-standard football pitch
- 400m Olympic running track
- NBA-spec basketball court with auditorium
- 600-seat auditorium
- Spaces for historical and cultural exploration
- An elevated football field that doubles as a helipad
- Specialist robotics and science laboratories
- AR and VR-enabled learning centres
- Disruption Lab and Research Centre for developing entrepreneurial skills
The%20Beekeeper
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How to watch Ireland v Pakistan in UAE
When: The one-off Test starts on Friday, May 11
What time: Each day’s play is scheduled to start at 2pm UAE time.
TV: The match will be broadcast on OSN Sports Cricket HD. Subscribers to the channel can also stream the action live on OSN Play.
UAE currency: the story behind the money in your pockets
If%20you%20go
%3Cp%3E%0DThere%20are%20regular%20flights%20from%20Dubai%20to%20Addis%20Ababa%20with%20Ethiopian%20Airlines%20with%20return%20fares%20from%20Dh1%2C700.%20Nashulai%20Journeys%20offers%20tailormade%20and%20ready%20made%20trips%20in%20Africa%20while%20Tesfa%20Tours%20has%20a%20number%20of%20different%20community%20trekking%20tours%20throughout%20northern%20Ethiopia.%20%20The%20Ben%20Abeba%20Lodge%20has%20rooms%20from%20Dh228%2C%20and%20champions%20a%20programme%20of%20re-forestation%20in%20the%20surrounding%20area.%26nbsp%3B%3C%2Fp%3E%0A%3Cp%3E%3Cbr%3E%3Cbr%3E%3C%2Fp%3E%0A
Specs
Engine: 51.5kW electric motor
Range: 400km
Power: 134bhp
Torque: 175Nm
Price: From Dh98,800
Available: Now
The six points:
1. Ministers should be in the field, instead of always at conferences
2. Foreign diplomacy must be left to the Ministry of Foreign Affairs and International Co-operation
3. Emiratisation is a top priority that will have a renewed push behind it
4. The UAE's economy must continue to thrive and grow
5. Complaints from the public must be addressed, not avoided
6. Have hope for the future, what is yet to come is bigger and better than before
