In 2021, three female elephants were killed by a train near the Madukkarai forest range in India’s southern Tamil Nadu state.
The deaths of the endangered animals on railway tracks shook network officials and conservationists.
Three years later, a monitoring system using artificial intelligence has prevented more than 1,100 rail mishaps and saved the lives of hundreds of elephants.
Authorities in Tamil Nadu have set up 12 towers with AI-enabled cameras near the railway tracks in the Madukkarai range in the state’s Coimbatore forest division, on the border with Kerala.
The elephants often migrate from one state to another through the forest along the Walayar river but are in danger from trains that run on two parallel tracks.
The AI cameras, however, have significantly reduced such incidents on what are the busiest railway lines in Tamil Nadu.
The camera software is designed to detect elephants within 150 metres of the track and send alerts to forest and railway officials, who slow the trains down and guide any elephants out of harm's way.
“This stretch is a high-intensity railway traffic area, close to 300 trains pass each day. Secondly, it cuts across a vital track that elephants regularly cross over to reach water,” Srinivas Reddy, principal chief conservator of forests, Tamil Nadu, told The National.
“This railway line stretch is about 13km long in Tamil Nadu and 20km in Kerala. We have covered 9km of the most vulnerable part with AI cameras.”
India is home to the world’s largest population of Asian elephants, an endangered species.
There are nearly 30,000 in the wild in India, according to the last census, conducted in 2017.
About 3,000 wild elephants live in the dense jungles of Tamil Nadu, including about 190 in Coimbatore’s forested area and more than 2,000 in Kerala.
About 200 elephants were killed in train collisions – the second-highest cause of unnatural deaths of the animals in India – in the past 10 years.
Forty-five elephants were killed in train accidents between 2019 and 2021, Railway Minister Ashwini Vaishnaw told parliament last year.
As many as 11 elephants have died in collisions with trains since 2008 at Madukkarai forest range, the state government said.
This included the three females – one adult, one sub-adult and a juvenile – who were run over by a train in 2021, prompting authorities to look for safety solutions.
Although forest staff worked day and night to watch the elephants and underpasses were built under the tracks for them, accidents continued to happen.
“This was a major incident and that is how the idea of having AI projects where we can monitor the elephants came,” Mr Jayaraj, divisional forest officer, Coimbatore, who looks after the project, told The National.
The Tamil Nadu government started working on the project in 2022 at a cost of 72 million rupees, about $860,000.
It was launched in February this year and since then, authorities have succeeded in averting 1,100 incidents and saving lives of the elephants, Mr Jayaraj said.
Authorities have installed towers, five on Track A and seven on Track B, at a distance of 500m each, fitted with 360º AI cameras, thermal night vision and daylight capabilities.
“The animals cross the area during rainy and summer seasons. These cameras cover vulnerable areas up to 7km into the forest from the railway tracks. It gives an alarm to the control room,” Mr Jayaraj said.
“People work in three shifts at these control rooms. Alarm messages are generated and sent to the track officials, who have 24 people in five teams.
“They monitor the tracks 24 hours a day, seven days a week. Once the alarm is raised, we see where the signals have come from, and the staff go and send the elephants away from the tracks.”
Mr Jayaraj said that patrols had their limitations.
“Initially we had to manually patrol but first-hand information was not available. The animals approached the tracks and then we drove them back but now we get alerts well in advance, even 150m away from the tracks,” he said.
“We are able to handle the situation better now.”
The AI generated data also provides valuable information on elephant behaviour, profiling of individuals, which could form the basis of future decision making about the animals, the forest department said.
Ten tax points to be aware of in 2026
1. Domestic VAT refund amendments: request your refund within five years
If a business does not apply for the refund on time, they lose their credit.
2. E-invoicing in the UAE
Businesses should continue preparing for the implementation of e-invoicing in the UAE, with 2026 a preparation and transition period ahead of phased mandatory adoption.
3. More tax audits
Tax authorities are increasingly using data already available across multiple filings to identify audit risks.
4. More beneficial VAT and excise tax penalty regime
Tax disputes are expected to become more frequent and more structured, with clearer administrative objection and appeal processes. The UAE has adopted a new penalty regime for VAT and excise disputes, which now mirrors the penalty regime for corporate tax.
5. Greater emphasis on statutory audit
There is a greater need for the accuracy of financial statements. The International Financial Reporting Standards standards need to be strictly adhered to and, as a result, the quality of the audits will need to increase.
6. Further transfer pricing enforcement
Transfer pricing enforcement, which refers to the practice of establishing prices for internal transactions between related entities, is expected to broaden in scope. The UAE will shortly open the possibility to negotiate advance pricing agreements, or essentially rulings for transfer pricing purposes.
7. Limited time periods for audits
Recent amendments also introduce a default five-year limitation period for tax audits and assessments, subject to specific statutory exceptions. While the standard audit and assessment period is five years, this may be extended to up to 15 years in cases involving fraud or tax evasion.
8. Pillar 2 implementation
Many multinational groups will begin to feel the practical effect of the Domestic Minimum Top-Up Tax (DMTT), the UAE's implementation of the OECD’s global minimum tax under Pillar 2. While the rules apply for financial years starting on or after January 1, 2025, it is 2026 that marks the transition to an operational phase.
9. Reduced compliance obligations for imported goods and services
Businesses that apply the reverse-charge mechanism for VAT purposes in the UAE may benefit from reduced compliance obligations.
10. Substance and CbC reporting focus
Tax authorities are expected to continue strengthening the enforcement of economic substance and Country-by-Country (CbC) reporting frameworks. In the UAE, these regimes are increasingly being used as risk-assessment tools, providing tax authorities with a comprehensive view of multinational groups’ global footprints and enabling them to assess whether profits are aligned with real economic activity.
Contributed by Thomas Vanhee and Hend Rashwan, Aurifer
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Real estate tokenisation project
Dubai launched the pilot phase of its real estate tokenisation project last month.
The initiative focuses on converting real estate assets into digital tokens recorded on blockchain technology and helps in streamlining the process of buying, selling and investing, the Dubai Land Department said.
Dubai’s real estate tokenisation market is projected to reach Dh60 billion ($16.33 billion) by 2033, representing 7 per cent of the emirate’s total property transactions, according to the DLD.
Zayed Sustainability Prize
WHAT%20START-UPS%20IS%20VISA%20SEEKING%3F
%3Cp%3E%3Cstrong%3EEnablers%20of%20digital%20services%3C%2Fstrong%3E%3Cbr%3E%E2%80%A2%20Blockchain%20and%20cryptocurrency%3Cbr%3E%E2%80%A2%20Crowdfunding%3Cbr%3E%E2%80%A2%20Banking-as-a-service%3Cbr%3E%E2%80%A2%20Banking%20identification%20number%20sponsors%3Cbr%3E%E2%80%A2%20Issuers%2Fprocessors%3Cbr%3E%E2%80%A2%20Programme%20managers%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EDigital%20issuance%3C%2Fstrong%3E%3Cbr%3E%E2%80%A2%20Blockchain%20and%20cryptocurrency%3Cbr%3E%E2%80%A2%20Alternative%20lending%3Cbr%3E%E2%80%A2%20Personal%20financial%20management%3Cbr%3E%E2%80%A2%20Money%20transfer%20and%20remittance%3Cbr%3E%E2%80%A2%20Digital%20banking%20(neo%20banks)%3Cbr%3E%E2%80%A2%20Digital%20wallets%2C%20peer-to-peer%20and%20transfers%3Cbr%3E%E2%80%A2%20Employee%20benefits%3Cbr%3E%E2%80%A2%20Payables%3Cbr%3E%E2%80%A2%20Corporate%20cards%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EValue-add%20for%20merchants%2Fconsumers%3C%2Fstrong%3E%3Cbr%3E%E2%80%A2%20Data%20and%20analytics%3Cbr%3E%E2%80%A2%20ID%2C%20authentication%20and%20security%3Cbr%3E%E2%80%A2%20Insurance%20technology%3Cbr%3E%E2%80%A2%20Loyalty%3Cbr%3E%E2%80%A2%20Merchant%20services%20and%20tools%3Cbr%3E%E2%80%A2%20Process%20and%20payment%20infrastructure%3Cbr%3E%E2%80%A2%20Retail%20technology%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ESME%20recovery%3C%2Fstrong%3E%3Cbr%3E%E2%80%A2%20Money%20movement%3Cbr%3E%E2%80%A2%20Acceptance%3Cbr%3E%E2%80%A2%20Risk%20management%3Cbr%3E%E2%80%A2%20Brand%20management%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ENew%20categories%20for%202023%3C%2Fstrong%3E%3Cbr%3E%E2%80%A2%20Sustainable%20FinTechs%3Cbr%3E%E2%80%A2%20Risk%3Cbr%3E%E2%80%A2%20Urban%20mobility%3C%2Fp%3E%0A
Sinopharm vaccine explained
The Sinopharm vaccine was created using techniques that have been around for decades.
“This is an inactivated vaccine. Simply what it means is that the virus is taken, cultured and inactivated," said Dr Nawal Al Kaabi, chair of the UAE's National Covid-19 Clinical Management Committee.
"What is left is a skeleton of the virus so it looks like a virus, but it is not live."
This is then injected into the body.
"The body will recognise it and form antibodies but because it is inactive, we will need more than one dose. The body will not develop immunity with one dose," she said.
"You have to be exposed more than one time to what we call the antigen."
The vaccine should offer protection for at least months, but no one knows how long beyond that.
Dr Al Kaabi said early vaccine volunteers in China were given shots last spring and still have antibodies today.
“Since it is inactivated, it will not last forever," she said.
Family reunited
Nazanin Zaghari-Ratcliffe was born and raised in Tehran and studied English literature before working as a translator in the relief effort for the Japanese International Co-operation Agency in 2003.
She moved to the International Federation of Red Cross and Red Crescent Societies before moving to the World Health Organisation as a communications officer.
She came to the UK in 2007 after securing a scholarship at London Metropolitan University to study a master's in communication management and met her future husband through mutual friends a month later.
The couple were married in August 2009 in Winchester and their daughter was born in June 2014.
She was held in her native country a year later.
The specs
Engine: 3.0-litre 6-cyl turbo
Power: 435hp at 5,900rpm
Torque: 520Nm at 1,800-5,500rpm
Transmission: 9-speed auto
Price: from Dh498,542
On sale: now
Classification of skills
A worker is categorised as skilled by the MOHRE based on nine levels given in the International Standard Classification of Occupations (ISCO) issued by the International Labour Organisation.
A skilled worker would be someone at a professional level (levels 1 – 5) which includes managers, professionals, technicians and associate professionals, clerical support workers, and service and sales workers.
The worker must also have an attested educational certificate higher than secondary or an equivalent certification, and earn a monthly salary of at least Dh4,000.
The five pillars of Islam
1. Fasting
2. Prayer
3. Hajj
4. Shahada
5. Zakat
The specs: 2017 Maserati Quattroporte
Price, base / as tested Dh389,000 / Dh559,000
Engine 3.0L twin-turbo V8
Transmission Eight-speed automatic
Power 530hp @ 6,800rpm
Torque 650Nm @ 2,000 rpm
Fuel economy, combined 10.7L / 100km
Results
%3Cp%3E%0D%3Cstrong%3EElite%20men%3C%2Fstrong%3E%0D%3Cbr%3E1.%20Amare%20Hailemichael%20Samson%20(ERI)%202%3A07%3A10%0D%3Cbr%3E2.%20Leornard%20Barsoton%20(KEN)%202%3A09%3A37%0D%3Cbr%3E3.%20Ilham%20Ozbilan%20(TUR)%202%3A10%3A16%0D%3Cbr%3E4.%20Gideon%20Chepkonga%20(KEN)%202%3A11%3A17%0D%3Cbr%3E5.%20Isaac%20Timoi%20(KEN)%202%3A11%3A34%0D%3Cbr%3E%3Cstrong%3EElite%20women%3C%2Fstrong%3E%0D%3Cbr%3E1.%20Brigid%20Kosgei%20(KEN)%202%3A19%3A15%0D%3Cbr%3E2.%20Hawi%20Feysa%20Gejia%20(ETH)%202%3A24%3A03%0D%3Cbr%3E3.%20Sintayehu%20Dessi%20(ETH)%202%3A25%3A36%0D%3Cbr%3E4.%20Aurelia%20Kiptui%20(KEN)%202%3A28%3A59%0D%3Cbr%3E5.%20Emily%20Kipchumba%20(KEN)%202%3A29%3A52%3C%2Fp%3E%0A
The specs
Engine: 4.0-litre, six-cylinder
Transmission: six-speed manual
Power: 395bhp
Torque: 420Nm
Price: from Dh321,200
On sale: now
More coverage from the Future Forum
More from Neighbourhood Watch
TO ALL THE BOYS: ALWAYS AND FOREVER
Directed by: Michael Fimognari
Starring: Lana Condor and Noah Centineo
Two stars
Story%20behind%20the%20UAE%20flag
%3Cp%3EThe%20UAE%20flag%20was%20first%20unveiled%20on%20December%202%2C%201971%2C%20the%20day%20the%20UAE%20was%20formed.%C2%A0%3C%2Fp%3E%0A%3Cp%3EIt%20was%20designed%20by%20Abdullah%20Mohammed%20Al%20Maainah%2C%2019%2C%20an%20Emirati%20from%20Abu%20Dhabi.%C2%A0%3C%2Fp%3E%0A%3Cp%3EMr%20Al%20Maainah%20said%20in%20an%20interview%20with%20%3Cem%3EThe%20National%3C%2Fem%3E%20in%202011%20he%20chose%20the%20colours%20for%20local%20reasons.%C2%A0%3C%2Fp%3E%0A%3Cp%3EThe%20black%20represents%20the%20oil%20riches%20that%20transformed%20the%20UAE%2C%20green%20stands%20for%20fertility%20and%20the%20red%20and%20white%20colours%20were%20drawn%20from%20those%20found%20in%20existing%20emirate%20flags.%3C%2Fp%3E%0A
UAE currency: the story behind the money in your pockets
How to avoid crypto fraud
- Use unique usernames and passwords while enabling multi-factor authentication.
- Use an offline private key, a physical device that requires manual activation, whenever you access your wallet.
- Avoid suspicious social media ads promoting fraudulent schemes.
- Only invest in crypto projects that you fully understand.
- Critically assess whether a project’s promises or returns seem too good to be true.
- Only use reputable platforms that have a track record of strong regulatory compliance.
- Store funds in hardware wallets as opposed to online exchanges.
The Cockroach
(Vintage)
Ian McEwan
UAE%20SQUAD
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The biog
Born: Kuwait in 1986
Family: She is the youngest of seven siblings
Time in the UAE: 10 years
Hobbies: audiobooks and fitness: she works out every day, enjoying kickboxing and basketball
The specs: 2018 Ducati SuperSport S
Price, base / as tested: Dh74,900 / Dh85,900
Engine: 937cc
Transmission: Six-speed gearbox
Power: 110hp @ 9,000rpm
Torque: 93Nm @ 6,500rpm
Fuel economy, combined: 5.9L / 100km
In the Restaurant: Society in Four Courses
Christoph Ribbat
Translated by Jamie Searle Romanelli
Pushkin Press
Zimbabwe v UAE, ODI series
All matches at the Harare Sports Club:
1st ODI, Wednesday, April 10
2nd ODI, Friday, April 12
3rd ODI, Sunday, April 14
4th ODI, Tuesday, April 16
UAE squad: Mohammed Naveed (captain), Rohan Mustafa, Ashfaq Ahmed, Shaiman Anwar, Mohammed Usman, CP Rizwan, Chirag Suri, Mohammed Boota, Ghulam Shabber, Sultan Ahmed, Imran Haider, Amir Hayat, Zahoor Khan, Qadeer Ahmed
Tamkeen's offering
- Option 1: 70% in year 1, 50% in year 2, 30% in year 3
- Option 2: 50% across three years
- Option 3: 30% across five years
UAE and Russia in numbers
UAE-Russia ties stretch back 48 years
Trade between the UAE and Russia reached Dh12.5 bn in 2018
More than 3,000 Russian companies are registered in the UAE
Around 40,000 Russians live in the UAE
The number of Russian tourists travelling to the UAE will increase to 12 percent to reach 1.6 million in 2023
Who's who in Yemen conflict
Houthis: Iran-backed rebels who occupy Sanaa and run unrecognised government
Yemeni government: Exiled government in Aden led by eight-member Presidential Leadership Council
Southern Transitional Council: Faction in Yemeni government that seeks autonomy for the south
Habrish 'rebels': Tribal-backed forces feuding with STC over control of oil in government territory
Our legal consultant
Name: Dr Hassan Mohsen Elhais
Position: legal consultant with Al Rowaad Advocates and Legal Consultants.
UAE's final round of matches
- Sep 1, 2016 Beat Japan 2-1 (away)
- Sep 6, 2016 Lost to Australia 1-0 (home)
- Oct 6, 2016 Beat Thailand 3-1 (home)
- Oct 11, 2016 Lost to Saudi Arabia 3-0 (away)
- Nov 15, 2016 Beat Iraq 2-0 (home)
- Mar 23, 2017 Lost to Japan 2-0 (home)
- Mar 28, 2017 Lost to Australia 2-0 (away)
- June 13, 2017 Drew 1-1 with Thailand (away)
- Aug 29, 2017 v Saudi Arabia (home)
- Sep 5, 2017 v Iraq (away)
WHEN TO GO:
September to November or March to May; this is when visitors are most likely to see what they’ve come for.
WHERE TO STAY:
Meghauli Serai, A Taj Safari - Chitwan National Park resort (tajhotels.com) is a one-hour drive from Bharatpur Airport with stays costing from Dh1,396 per night, including taxes and breakfast. Return airport transfers cost from Dh661.
HOW TO GET THERE:
Etihad Airways regularly flies from Abu Dhabi to Kathmandu from around Dh1,500 per person return, including taxes. Buddha Air (buddhaair.com) and Yeti Airlines (yetiairlines.com) fly from Kathmandu to Bharatpur several times a day from about Dh660 return and the flight takes just 20 minutes. Driving is possible but the roads are hilly which means it will take you five or six hours to travel 148 kilometres.
Titanium Escrow profile
Started: December 2016
Founder: Ibrahim Kamalmaz
Based: UAE
Sector: Finance / legal
Size: 3 employees, pre-revenue
Stage: Early stage
Investors: Founder's friends and Family
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Poacher
%3Cp%3E%3Cstrong%3EDirector%3A%20%3C%2Fstrong%3ERichie%20Mehta%26nbsp%3B%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EStarring%3A%3C%2Fstrong%3E%20Nimisha%20Sajayan%2C%20Roshan%20Mathew%2C%20Dibyendu%20Bhattacharya%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ERating%3A%20%3C%2Fstrong%3E3%2F5%3C%2Fp%3E%0A
Our legal consultant
Name: Hassan Mohsen Elhais
Position: legal consultant with Al Rowaad Advocates and Legal Consultants.
MOUNTAINHEAD REVIEW
Starring: Ramy Youssef, Steve Carell, Jason Schwartzman
Director: Jesse Armstrong
Rating: 3.5/5
Company Profile
Name: Thndr
Started: 2019
Co-founders: Ahmad Hammouda and Seif Amr
Sector: FinTech
Headquarters: Egypt
UAE base: Hub71, Abu Dhabi
Current number of staff: More than 150
Funds raised: $22 million
The%20Killer
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Coal Black Mornings
Brett Anderson
Little Brown Book Group
Three ways to get a gratitude glow
By committing to at least one of these daily, you can bring more gratitude into your life, says Ong.
- During your morning skincare routine, name five things you are thankful for about yourself.
- As you finish your skincare routine, look yourself in the eye and speak an affirmation, such as: “I am grateful for every part of me, including my ability to take care of my skin.”
- In the evening, take some deep breaths, notice how your skin feels, and listen for what your skin is grateful for.
A timeline of the Historical Dictionary of the Arabic Language
- 2018: Formal work begins
- November 2021: First 17 volumes launched
- November 2022: Additional 19 volumes released
- October 2023: Another 31 volumes released
- November 2024: All 127 volumes completed
