A combination of images from 2020 show a home, left, with low surrounding vegetation density that survived the Woolsey Fire in California in 2018, and another home, right, with high vegetation density that was destroyed in the Tubbs Fire in California in 2017. ZestyAI and Nearmap
A combination of images from 2020 show a home, left, with low surrounding vegetation density that survived the Woolsey Fire in California in 2018, and another home, right, with high vegetation density that was destroyed in the Tubbs Fire in California in 2017. ZestyAI and Nearmap
A combination of images from 2020 show a home, left, with low surrounding vegetation density that survived the Woolsey Fire in California in 2018, and another home, right, with high vegetation density that was destroyed in the Tubbs Fire in California in 2017. ZestyAI and Nearmap
A combination of images from 2020 show a home, left, with low surrounding vegetation density that survived the Woolsey Fire in California in 2018, and another home, right, with high vegetation density


Can AI really help solve the climate crisis?


  • English
  • Arabic

May 05, 2023

Artificial intelligence has become an increasingly valuable tool in addressing many of the world’s most pressing issues and could provide a useful approach in confronting the challenges of climate change by providing insights into complex environmental systems.

Several experts have noted that AI can be used to develop more accurate climate models, which can help us understand how climate is changing and predict future scenarios. This can inform policy decisions and help us develop more effective strategies to mitigate climate change and adapt to it. AI can also be employed to predict and respond to extreme weather events such as hurricanes, floods and wildfires. This can help us prepare for these events and reduce their impact on people and the environment.

AI can also be used with energy systems such as smart grids to reduce energy waste and increase efficiency. AI algorithms can help predict energy demand and supply and adjust production and distribution accordingly. This can help us reduce greenhouse gas emissions and mitigate the effects of climate change as we transition to a more sustainable energy system. Further, AI can assist in the development of new technologies for carbon capture and storage. AI algorithms, for example, can help optimise the design of carbon capture systems and predict the behaviour of underground storage reservoirs.

One example of a project designed to use AI to help solve environmental challenges is FarmBeats, which is funded by Microsoft’s “AI for Earth” programme. The initiative assists farmers to optimise their use of resources and reduce their environmental impact. Sensors and drones collect data on soil moisture, temperature and other environmental factors, and then machine-learning algorithms analyse the data and make recommendations to farmers on how to optimise their use of water and other resources.

Collecting accurate, reliable and representative data not only leads to better AI models, but it builds trust with the public

AI has the potential to help mitigate the effects of climate change in concrete ways, but there are limitations to its application, at least at the moment. First of all, AI models require significant computational resources, which can result in high energy consumption and greenhouse gas emissions, the very thing they are being used to reduce. Developing more energy-efficient AI models and infrastructure should, therefore, be a priority.

High-quality data are, no doubt, used to make accurate predictions and recommendations. However, climate data can be sparse, incomplete, or of poor quality, limiting AI’s effectiveness. In computer lingo, if you put garbage in, you get garbage out. Collecting accurate, reliable and representative data not only leads to better AI models, but it builds trust with the public. Trust is also an issue with AI algorithms, which can be opaque and difficult to interpret. If people do not understand how AI is programmed, they are less confident in policy decisions based on the technology. To mitigate this issue, it is important to develop transparent AI systems that can be audited and explained.

One initiative that faced problems when attempting to use AI to address climate change is the “Carbon Tracker Initiative” launched by the European Space Agency to track greenhouse gas emissions from power plants. The Carbon Tracker had trouble accurately identifying and measuring emissions from individual power plants using satellite data. Countries and companies were also reluctant to share information on their emissions levels. This made building accurate models from machine learning algorithms around the globe difficult.

A 2020 report published by the Capgemini Research Institute highlights several other challenges related to the use of AI in climate action strategies. The multinational information technology services and consulting company headquartered in Paris surveyed 800 industry executives and 300 AI and climate change experts and found there is a shortage of skills and talent in the field, so organisations will very probably struggle to find the necessary expertise to develop and deploy AI solutions for climate action.

Smoke and steam rise from towers at the coal-fired Urumqi Thermal Power Plant in western China's Xinjiang Uyghur Autonomous Region. AP Photo
Smoke and steam rise from towers at the coal-fired Urumqi Thermal Power Plant in western China's Xinjiang Uyghur Autonomous Region. AP Photo

The report also points out that AI development and deployment requires significant investment in data, technology and talent. Organisations need to invest heavily in developing the necessary infrastructure and capabilities to leverage AI for climate action. Lastly, the report calls for the development of regulations and standards to ensure that AI is developed and deployed in a responsible and sustainable manner. This includes standards for data quality, transparency and ethical considerations that are not yet in place.

In April of 2023, the EU updated its proposed regulations for AI technologies to include provisions for generative AI, such as OpenAI's ChatGPT, and identifying copyright protection as a core piece of regulation. A dozen members of the European Parliament hammered out the draft legislation in just 11 days, including proposals that require companies with generative AI systems to disclose any copyrighted material used to train their models. The proposed laws may force some transparency on a secretive industry. The committee will vote on the amended law on May 11, and if successful, will advance to the next stage of negotiation.

In some circles, there is an inherent fear of AI technology, that some suspect, might arise from the fact that AI, particularly generative AI, can create content on its own, without human intervention. This means that AI could potentially create fake news or propaganda that is indistinguishable from real content, which could then be used to manipulate people or even incite violence. In addition, if AI is used in weapons systems, there is a risk that it could malfunction or be hacked, causing unintended harm or even starting a war.

There is absolutely no doubt that AI has the potential to play a significant role in addressing climate change by improving our understanding of the problem and developing more effective solutions. But it is important to ensure that AI development is done in a sustainable way to avoid exacerbating the problem.

Roll%20of%20Honour%2C%20men%E2%80%99s%20domestic%20rugby%20season
%3Cp%3E%3Cstrong%3EWest%20Asia%20Premiership%3C%2Fstrong%3E%0D%3Cbr%3EChampions%3A%20Dubai%20Tigers%0D%3Cbr%3ERunners%20up%3A%20Bahrain%0D%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EUAE%20Premiership%3C%2Fstrong%3E%0D%3Cbr%3EChampions%3A%20Jebel%20Ali%20Dragons%0D%3Cbr%3ERunners%20up%3A%20Dubai%20Hurricanes%0D%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EUAE%20Division%201%3C%2Fstrong%3E%0D%3Cbr%3EChampions%3A%20Dubai%20Sharks%0D%3Cbr%3ERunners%20up%3A%20Abu%20Dhabi%20Harlequins%20II%0D%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EUAE%20Division%202%3C%2Fstrong%3E%0D%3Cbr%3EChampions%3A%20Dubai%20Tigers%20III%0D%3Cbr%3ERunners%20up%3A%20Dubai%20Sharks%20II%0D%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EDubai%20Sevens%3C%2Fstrong%3E%0D%3Cbr%3EChampions%3A%20Dubai%20Tigers%0D%3Cbr%3ERunners%20up%3A%20Dubai%20Hurricanes%3C%2Fp%3E%0A
TRAP

Starring: Josh Hartnett, Saleka Shyamalan, Ariel Donaghue

Director: M Night Shyamalan

Rating: 3/5

'Top Gun: Maverick'

Rating: 4/5

 

Directed by: Joseph Kosinski

 

Starring: Tom Cruise, Val Kilmer, Jennifer Connelly, Jon Hamm, Miles Teller, Glen Powell, Ed Harris

 
Teams

Punjabi Legends Owners: Inzamam-ul-Haq and Intizar-ul-Haq; Key player: Misbah-ul-Haq

Pakhtoons Owners: Habib Khan and Tajuddin Khan; Key player: Shahid Afridi

Maratha Arabians Owners: Sohail Khan, Ali Tumbi, Parvez Khan; Key player: Virender Sehwag

Bangla Tigers Owners: Shirajuddin Alam, Yasin Choudhary, Neelesh Bhatnager, Anis and Rizwan Sajan; Key player: TBC

Colombo Lions Owners: Sri Lanka Cricket; Key player: TBC

Kerala Kings Owners: Hussain Adam Ali and Shafi Ul Mulk; Key player: Eoin Morgan

Venue Sharjah Cricket Stadium

Format 10 overs per side, matches last for 90 minutes

Timeline October 25: Around 120 players to be entered into a draft, to be held in Dubai; December 21: Matches start; December 24: Finals

Dubai Bling season three

Cast: Loujain Adada, Zeina Khoury, Farhana Bodi, Ebraheem Al Samadi, Mona Kattan, and couples Safa & Fahad Siddiqui and DJ Bliss & Danya Mohammed 

Rating: 1/5

THE APPRENTICE

Director: Ali Abbasi

Starring: Sebastian Stan, Maria Bakalova, Jeremy Strong

Rating: 3/5

UAE currency: the story behind the money in your pockets
BUNDESLIGA FIXTURES

Friday Stuttgart v Cologne (Kick-off 10.30pm UAE)

Saturday RB Leipzig v Hertha Berlin (5.30pm)

Mainz v Borussia Monchengladbach (5.30pm)

Bayern Munich v Eintracht Frankfurt (5.30pm)

Union Berlin v SC Freiburg (5.30pm)

Borussia Dortmund v Schalke (5.30pm)

Sunday Wolfsburg v Arminia (6.30pm)

Werder Bremen v Hoffenheim (9pm)

Bayer Leverkusen v Augsburg (11.30pm)

SPEC%20SHEET
%3Cp%3E%3Cstrong%3EProcessor%3A%3C%2Fstrong%3E%20Apple%20M2%2C%208-core%20CPU%2C%20up%20to%2010-core%20CPU%2C%2016-core%20Neural%20Engine%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EDisplay%3A%3C%2Fstrong%3E%2013.6-inch%20Liquid%20Retina%2C%202560%20x%201664%2C%20224ppi%2C%20500%20nits%2C%20True%20Tone%2C%20wide%20colour%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EMemory%3A%3C%2Fstrong%3E%208%2F16%2F24GB%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EStorage%3A%3C%2Fstrong%3E%20256%2F512GB%20%2F%201%2F2TB%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EI%2FO%3A%3C%2Fstrong%3E%20Thunderbolt%203%20(2)%2C%203.5mm%20audio%2C%20Touch%20ID%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EConnectivity%3A%3C%2Fstrong%3E%20Wi-Fi%206%2C%20Bluetooth%205.0%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EBattery%3A%3C%2Fstrong%3E%2052.6Wh%20lithium-polymer%2C%20up%20to%2018%20hours%2C%20MagSafe%20charging%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ECamera%3A%3C%2Fstrong%3E%201080p%20FaceTime%20HD%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EVideo%3A%3C%2Fstrong%3E%20Support%20for%20Apple%20ProRes%2C%20HDR%20with%20Dolby%20Vision%2C%20HDR10%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EAudio%3A%3C%2Fstrong%3E%204-speaker%20system%2C%20wide%20stereo%2C%20support%20for%20Dolby%20Atmos%2C%20Spatial%20Audio%20and%20dynamic%20head%20tracking%20(with%20AirPods)%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EColours%3A%3C%2Fstrong%3E%20Silver%2C%20space%20grey%2C%20starlight%2C%20midnight%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EIn%20the%20box%3A%3C%2Fstrong%3E%20MacBook%20Air%2C%2030W%20or%2035W%20dual-port%20power%20adapter%2C%20USB-C-to-MagSafe%20cable%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EPrice%3A%3C%2Fstrong%3E%20From%20Dh4%2C999%3C%2Fp%3E%0A
Dhadak

Director: Shashank Khaitan

Starring: Janhvi Kapoor, Ishaan Khattar, Ashutosh Rana

Stars: 3

HWJN
%3Cp%3EDirector%3A%20Yasir%20Alyasiri%3C%2Fp%3E%0A%3Cp%3EStarring%3A%20Baraa%20Alem%2C%20Nour%20Alkhadra%2C%20Alanoud%20Saud%3C%2Fp%3E%0A%3Cp%3ERating%3A%203%2F5%3C%2Fp%3E%0A%3Cp%3E%3C%2Fp%3E%0A
COMPANY%20PROFILE
%3Cp%3E%3Cstrong%3EName%3A%20%3C%2Fstrong%3ESmartCrowd%0D%3Cbr%3E%3Cstrong%3EStarted%3A%20%3C%2Fstrong%3E2018%0D%3Cbr%3E%3Cstrong%3EFounder%3A%20%3C%2Fstrong%3ESiddiq%20Farid%20and%20Musfique%20Ahmed%0D%3Cbr%3E%3Cstrong%3EBased%3A%20%3C%2Fstrong%3EDubai%0D%3Cbr%3E%3Cstrong%3ESector%3A%20%3C%2Fstrong%3EFinTech%20%2F%20PropTech%0D%3Cbr%3E%3Cstrong%3EInitial%20investment%3A%20%3C%2Fstrong%3E%24650%2C000%0D%3Cbr%3E%3Cstrong%3ECurrent%20number%20of%20staff%3A%3C%2Fstrong%3E%2035%0D%3Cbr%3E%3Cstrong%3EInvestment%20stage%3A%20%3C%2Fstrong%3ESeries%20A%0D%3Cbr%3E%3Cstrong%3EInvestors%3A%20%3C%2Fstrong%3EVarious%20institutional%20investors%20and%20notable%20angel%20investors%20(500%20MENA%2C%20Shurooq%2C%20Mada%2C%20Seedstar%2C%20Tricap)%3C%2Fp%3E%0A
SNAPSHOT

While Huawei did launch the first smartphone with a 50MP image sensor in its P40 series in 2020, Oppo in 2014 introduced the Find 7, which was capable of taking 50MP images: this was done using a combination of a 13MP sensor and software that resulted in shots seemingly taken from a 50MP camera.

Museum of the Future in numbers
  •  78 metres is the height of the museum
  •  30,000 square metres is its total area
  •  17,000 square metres is the length of the stainless steel facade
  •  14 kilometres is the length of LED lights used on the facade
  •  1,024 individual pieces make up the exterior 
  •  7 floors in all, with one for administrative offices
  •  2,400 diagonally intersecting steel members frame the torus shape
  •  100 species of trees and plants dot the gardens
  •  Dh145 is the price of a ticket
What is blockchain?

Blockchain is a form of distributed ledger technology, a digital system in which data is recorded across multiple places at the same time. Unlike traditional databases, DLTs have no central administrator or centralised data storage. They are transparent because the data is visible and, because they are automatically replicated and impossible to be tampered with, they are secure.

The main difference between blockchain and other forms of DLT is the way data is stored as ‘blocks’ – new transactions are added to the existing ‘chain’ of past transactions, hence the name ‘blockchain’. It is impossible to delete or modify information on the chain due to the replication of blocks across various locations.

Blockchain is mostly associated with cryptocurrency Bitcoin. Due to the inability to tamper with transactions, advocates say this makes the currency more secure and safer than traditional systems. It is maintained by a network of people referred to as ‘miners’, who receive rewards for solving complex mathematical equations that enable transactions to go through.

However, one of the major problems that has come to light has been the presence of illicit material buried in the Bitcoin blockchain, linking it to the dark web.

Other blockchain platforms can offer things like smart contracts, which are automatically implemented when specific conditions from all interested parties are reached, cutting the time involved and the risk of mistakes. Another use could be storing medical records, as patients can be confident their information cannot be changed. The technology can also be used in supply chains, voting and has the potential to used for storing property records.

Karwaan

Producer: Ronnie Screwvala

Director: Akarsh Khurana

Starring: Irrfan Khan, Dulquer Salmaan, Mithila Palkar

Rating: 4/5

Fast%20X
%3Cp%3E%3Cstrong%3EDirector%3A%3C%2Fstrong%3E%20Louis%20Leterrier%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EStars%3A%3C%2Fstrong%3E%20Vin%20Diesel%2C%20Michelle%20Rodriguez%2C%20Jason%20Statham%2C%20Tyrese%20Gibson%2C%20Ludacris%2C%20Jason%20Momoa%2C%20John%20Cena%2C%20Jordana%20Brewster%2C%20Nathalie%20Emmanuel%2C%20Sung%20Kang%2C%20Brie%20Larson%2C%20Helen%20Mirren%20and%20Charlize%20Theron%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ERating%3A%3C%2Fstrong%3E%203%2F5%3C%2Fp%3E%0A

Padmaavat

Director: Sanjay Leela Bhansali

Starring: Ranveer Singh, Deepika Padukone, Shahid Kapoor, Jim Sarbh

3.5/5

The candidates

Dr Ayham Ammora, scientist and business executive

Ali Azeem, business leader

Tony Booth, professor of education

Lord Browne, former BP chief executive

Dr Mohamed El-Erian, economist

Professor Wyn Evans, astrophysicist

Dr Mark Mann, scientist

Gina MIller, anti-Brexit campaigner

Lord Smith, former Cabinet minister

Sandi Toksvig, broadcaster

 

The National's picks

4.35pm: Tilal Al Khalediah
5.10pm: Continous
5.45pm: Raging Torrent
6.20pm: West Acre
7pm: Flood Zone
7.40pm: Straight No Chaser
8.15pm: Romantic Warrior
8.50pm: Calandogan
9.30pm: Forever Young

Multitasking pays off for money goals

Tackling money goals one at a time cost financial literacy expert Barbara O'Neill at least $1 million.

That's how much Ms O'Neill, a distinguished professor at Rutgers University in the US, figures she lost by starting saving for retirement only after she had created an emergency fund, bought a car with cash and purchased a home.

"I tell students that eventually, 30 years later, I hit the million-dollar mark, but I could've had $2 million," Ms O'Neill says.

Too often, financial experts say, people want to attack their money goals one at a time: "As soon as I pay off my credit card debt, then I'll start saving for a home," or, "As soon as I pay off my student loan debt, then I'll start saving for retirement"."

People do not realise how costly the words "as soon as" can be. Paying off debt is a worthy goal, but it should not come at the expense of other goals, particularly saving for retirement. The sooner money is contributed, the longer it can benefit from compounded returns. Compounded returns are when your investment gains earn their own gains, which can dramatically increase your balances over time.

"By putting off saving for the future, you are really inhibiting yourself from benefiting from that wonderful magic," says Kimberly Zimmerman Rand , an accredited financial counsellor and principal at Dragonfly Financial Solutions in Boston. "If you can start saving today ... you are going to have a lot more five years from now than if you decide to pay off debt for three years and start saving in year four."

Specs

Engine: Duel electric motors
Power: 659hp
Torque: 1075Nm
On sale: Available for pre-order now
Price: On request

UAE currency: the story behind the money in your pockets
How to register as a donor

1) Organ donors can register on the Hayat app, run by the Ministry of Health and Prevention

2) There are about 11,000 patients in the country in need of organ transplants

3) People must be over 21. Emiratis and residents can register. 

4) The campaign uses the hashtag  #donate_hope

23-man shortlist for next six Hall of Fame inductees

Tony Adams, David Beckham, Dennis Bergkamp, Sol Campbell, Eric Cantona, Andrew Cole, Ashley Cole, Didier Drogba, Les Ferdinand, Rio Ferdinand, Robbie Fowler, Steven Gerrard, Roy Keane, Frank Lampard, Matt Le Tissier, Michael Owen, Peter Schmeichel, Paul Scholes, John Terry, Robin van Persie, Nemanja Vidic, Patrick Viera, Ian Wright.

Updated: May 05, 2023, 7:00 AM`