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Data-driven tech helping to reduce impact of severe weather events

Data-driven tech helping to reduce impact of severe weather events
In April, 142 mm of rain fell on the UAE in 24 hours — the same amount usually over a year-and-a-half, and the heaviest in 75 years. (FILE/AFP)
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Updated 29 October 2024

Data-driven tech helping to reduce impact of severe weather events

Data-driven tech helping to reduce impact of severe weather events
  • Better predictions of rainfall and flooding increasingly possible
  • Data is key, says Naji Atallah, EMEA Emerging markets, Autodesk

SAN DIEGO: Severe weather events across the Middle East are becoming increasingly common, but advanced data-collection technology is now being used to mitigate these effects on cities today and hopefully in the future.

According to the website Statista.com, flooding between 2013 and 2023 resulted in economic insured losses of an estimated $98.2 billion.

The report goes on to say that 2021 was the year with the highest insured losses caused by flooding events during that decade at $24.2 billion.

The human cost alone is of concern. In 2021 the World Economic Forum reported that storms had claimed over 577,000 lives, and almost 59,000 people died in floods.

In April, 142 mm of rain fell on the UAE in 24 hours — the same amount usually over a year-and-a-half, and the heaviest in 75 years.

Five people reportedly died in the storms that also flooded homes, malls, streets and even Dubai’s busy international airport. The country was brought to a standstill as cars were submerged.

According to Naji Atallah, head of construction and manufacturing, EMEA Emerging markets at Autodesk, such weather is going to become more frequent as climate change continues.

But as more information is gathered on such events then more can be done to reduce the impact, and in some cases turn these events into an advantage.

Speaking on the sidelines of the recent Autodesk University 2024: The Design and Make Conference in San Diego, US, Atallah told Arab News that incidents such as flash floods can be prevented, or the impact at least reduced if a large amount of data is available.

“Floods, more intense rainfall, or more intense droughts are becoming more frequent,” he explained. “So a city that designed its infrastructure for a one-in-100-year storm will be capable of coping with a probability of 1 percent. for a storm of that magnitude.”

But he said there was now a greater frequency to these major weather events. So a storm that would have previously occurred once every 100 years, is now likely to occur once every 10 years, making the need for improvements much more necessary.

“At some point there will be a storm event that’s beyond the capacity of that design and then flooding will occur. So, the intention should be to make the flood events predictable and manageable.”

He said there are currently cities in the Middle East using software to help design drainage systems and prioritize areas that need intervention when flooding occurs.

Atallah said that rapid urbanization was contributing to increased flooding because it has reduced drainage areas.

Information remains key, he said.

“It is all about data,” Atallah explained. “These models are extremely rich in data, which means you can simulate different scenarios and how the water will behave, where it will go.”

In cities such as Dubai, where fleets of tankers are used for drainage, there can be better predictions of high-risk areas and therefore the deployment of these vehicles.

In addition, Atallah said scenario-mapping can help determine where to create channels and storage areas where flash floods are most likely — basically creating lakes or reservoirs.

This is especially important in areas such as the Gulf region, he said, as water is high in demand but low in supply.

He said cities in the UAE and șÚÁÏÉçÇű are already working on projects to counter future weather events. This includes Jeddah, which is particularly flood-prone.

Atallah said there was still a lot to be learned.

And he hopes the advancements in technology, including artificial intelligence, would help mitigate the effects of major weather events detrimental to human habitats.


Hamas will not govern post-war Gaza: Hamas source close to negotiating committee

Hamas will not govern post-war Gaza: Hamas source close to negotiating committee
Updated 12 min 41 sec ago

Hamas will not govern post-war Gaza: Hamas source close to negotiating committee

Hamas will not govern post-war Gaza: Hamas source close to negotiating committee
  • ‘For Hamas, the governance of the Gaza Strip is a closed issue’
  • Hamas’ leadership has in the past been divided on key issues, including on the future administration of Gaza

DOHA: A Hamas source close to the group’s negotiating committee told AFP on Sunday that it will not participate in post-war Gaza governance, as world leaders prepare to converge on Egypt for a Gaza peace summit.
The source’s comments come days after an Israel-Hamas ceasefire came into effect, and as both sides discuss implementing US President Donald Trump’s 20-point plan to end the war, which calls for Hamas’ disarmament and for the group not to be involved in running post-war Gaza.
“For Hamas, the governance of the Gaza Strip is a closed issue. Hamas will not participate at all in the transitional phase, which means it has relinquished control of the Strip, but it remains a fundamental part of the Palestinian fabric,” the source told AFP, requesting anonymity to discuss sensitive matters.
Unlike other more top-heavy militant organizations in the region, Hamas’ leadership has in the past been divided on key issues, including on the future administration of Gaza.
But where there appears to be no division among top members is on the question of disarmament, which the group has long described as a red line.
“Hamas agrees to a long-term truce, and for its weapons not to be used at all during this period, except in the event of an Israeli attack on Gaza,” the source said.
Another Hamas official who requested anonymity to discuss sensitive topics had earlier told AFP that Hamas’ disarmament was “out of the question.”
The first clause of Trump’s 20-point plan calls for Gaza to become a “deradicalized terror-free zone that does not pose a threat to its neighbors.”
The plan also states Hamas will not have a role in future governance of the Strip, and that its military infrastructure and weapons should be “destroyed and not rebuilt.”
Under Trump’s plan, a temporary technocratic and apolitical Palestinian committee would be charged with the day-to-day running of public services.
The source close to the negotiators said they had asked for mediator Egypt to call a meeting before the end of next week to agree on the composition of this committee, adding that “the names are almost ready.”
“Hamas, along with the other factions, have submitted 40 names. There is absolutely no veto over them, and none of them belong to Hamas,” he added.


3 Qatari diplomats killed in car crash while heading to Egyptian resort of Sharm el-Sheikh

An Egyptian traffic policeman guards in Peace Square at the Red Sea resort of Sharm el-Sheikh, Egypt, October 10, 2025. (REUTERS
An Egyptian traffic policeman guards in Peace Square at the Red Sea resort of Sharm el-Sheikh, Egypt, October 10, 2025. (REUTERS
Updated 15 sec ago

3 Qatari diplomats killed in car crash while heading to Egyptian resort of Sharm el-Sheikh

An Egyptian traffic policeman guards in Peace Square at the Red Sea resort of Sharm el-Sheikh, Egypt, October 10, 2025. (REUTERS
  • Gulf and Arab states on Sunday offered their condolences
  • Egyptian city to host on Monday a global summit aimed at ending the war in Gaza

CAIRO: Three Qatari diplomats were killed in a car crash Saturday while heading to Egypt’s Red Sea resort of Sharm el-Sheikh, local health officials and Qatar’s embassy in Egypt said on Sunday.

Two other diplomats were injured when their vehicle overturned about 50 kilometers (31 miles) from Sharm El-Sheikh, the officials said.

Gulf and Arab states meanwhile on Sunday offered their condolences over the passing of the Qatari officials.

șÚÁÏÉçÇű, through its foreign ministry, conveyed the “Kingdom’s solidarity with the families of the deceased and extended its heartfelt wishes for a speedy recovery to the injured.”

The UAE, Jordan, Bahrain and Kuwait also issued separate statements commiserating with the Qatari people for the death of the diplomats.

In a post on X, the embassy said the accident victims were employees of the Amiri Diwan, Qatar’s top government body. It said two others were injured and were receiving necessary medical treatment at the city’s hospital.

The embassy said the injured and the bodies of the deceased would be repatriated later on Sunday to Doha.

The diplomats, who were from the Qatari protocol team, were traveling to the city ahead of a high-level summit celebrating a ceasefire in the war between Israel and Hamas in Gaza, the officials said. 

Qatar mediated the ceasefire along with Egypt and the US. Turkiye also joined the negotiations earlier this month in Sharm el-Sheikh, which was capped by a ceasefire and the release of hostages and hundreds of Palestinian prisoners.

Sharm el-Sheikh will host the summit to be co-chaired by President Abdel-Fattah El-Sisi of Egypt and US President Donald Trump, according to a statement from the Egyptian presidency.

The statement said more than two dozen world leaders, including French President Emmanuel Macron, Spanish Prime Minister Pedro SĂĄnchez and United Nations Secretary General AntĂłnio Guterres will attend the summit.

With agencies


UN force in Lebanon says peacekeeper wounded by Israeli grenade

UN force in Lebanon says peacekeeper wounded by Israeli grenade
Updated 12 October 2025

UN force in Lebanon says peacekeeper wounded by Israeli grenade

UN force in Lebanon says peacekeeper wounded by Israeli grenade
  • The United Nations peacekeeping mission in Lebanon said Sunday that one of its members was wounded by an Israeli grenade dropped near a UN position in the country’s south

BEIRUT: The United Nations peacekeeping mission in Lebanon said Sunday that one of its members was wounded by an Israeli grenade dropped near a UN position in the country’s south, the third incident of its kind in just over a month.
The United Nations Interim Force in Lebanon (UNIFIL) has been working with the Lebanese army to support a November ceasefire that sought to end more than a year of hostilities between Israel and militant group Hezbollah that culminated in two months of open war.
“Just before noon yesterday, an Israeli drone dropped a grenade that exploded near a UNIFIL position” in Kfar Kela, the force said in a statement published on Sunday.
“One peacekeeper was lightly injured and received medical assistance.”
Earlier this month, UNIFIL said Israeli drones had dropped multiple grenades near peacekeepers providing security for workers clearing rubble left over from the war.
And in a similar episode in September, UNIFIL said Israeli drones had dropped four grenades near peacekeepers, with Israel insisting at the time that there had been “no intentional fire” directed at the force.
UNIFIL said Saturday’s incident represented “another serious violation of resolution 1701 and concerning disregard for the safety of peacekeepers.”
UN Security Council Resolution 1701 ended a 2006 conflict between Israel and Hezbollah and formed the basis of the November ceasefire.
Under the US-brokered ceasefire, Hezbollah and Israel were both required to withdraw from south Lebanon, while UNIFIL deployed there alongside the Lebanese military, in part to help dismantle Hezbollah infrastructure.
Israel has kept up regular strikes in Lebanon on what it says are Hezbollah targets despite the truce, and has maintained its troops in five locations it deems strategic.
“We again call on the (Israeli army) to cease attacks on or near peacekeepers, who are working to rebuild the stability that both Israel and Lebanon have committed to restore,” the UN peacekeeping force said.
UNIFIL has been deployed since 1978 to separate Israel and Lebanon, and numbers some 10,000 personnel from almost 50 countries.
In August, the Security Council voted to end UNIFIL’s mission in 2027.


Trump, El-Sisi to chair Gaza peace summit on Monday: Egypt

Trump, El-Sisi to chair Gaza peace summit on Monday: Egypt
Updated 5 min 20 sec ago

Trump, El-Sisi to chair Gaza peace summit on Monday: Egypt

Trump, El-Sisi to chair Gaza peace summit on Monday: Egypt
  • The meeting aims to end the war in the Gaza Strip and enhance efforts to achieve peace and stability in the Middle East
  • Confirmed to attend are the UN secretary general and Arab and European leaders, among others

CAIRO: US President Donald Trump and Egypt's President Abdel Fattah El-Sisi will chair the Gaza peace summit in Sharm el-Sheikh, the Egyptian presidency said on Saturday.
The meeting will take place on Monday afternoon “with the participation of leaders from more than twenty countries,” it said.
It will aim “to end the war in the Gaza Strip, enhance efforts to achieve peace and stability in the Middle East, and usher in a new era of regional security and stability.”
UN Secretary-General Antonio Guterres said he will attend, as will Britain’s Prime Minister Keir Starmer, his Italian counterpart Giorgia Meloni and Pedro Sanchez of Spain. French President Emmanuel Macron and German Chancellor Friedrich Merz also confirmed his attendance.
There was no immediate word about whether Israel’s Prime Minister Benjamin Netanyahu would be in Sharm el-Sheikh, while Hamas has said it will not take part.
Hossam Badran, a Hamas political bureau member, told AFP in an interview that the Palestinian militant group “will not be involved.”
Hamas “acted principally through... Qatari and Egyptian mediators” during previous talks on Gaza, he said.
The first phase of the plan is set to begin with the release of hostages and Palestinian prisoners by Monday, marking what Britain called a “historic turning point” after two years of war.
Starmer would pay tribute to the role of Trump and the diplomatic efforts of Egypt, Qatar and Turkiye in brokering the deal, his office said.
He is expected to call for continued international coordination to implement the next phase, which includes deploying a ceasefire monitoring mission and establishing transitional governance in Gaza.
Starmer will reiterate Britain’s “steadfast support” to help secure the ceasefire and deliver humanitarian aid. 


Hamas says Israeli hostages to be freed from Gaza before Trump peace summit

Hamas says Israeli hostages to be freed from Gaza before Trump peace summit
Updated 12 October 2025

Hamas says Israeli hostages to be freed from Gaza before Trump peace summit

Hamas says Israeli hostages to be freed from Gaza before Trump peace summit
  • As part of the deal’s first phase, Hamas will free the captives, 20 of whom Israel believes are still alive, in exchange for nearly 2,000 Palestinian prisoners
  • “According to the signed agreement, the prisoner exchange is set to begin on Monday morning as agreed,” Hamas official Osama Hamdan 

GAZA CITY, Palestinian Territories: Hamas will begin releasing Israeli hostages held in Gaza on Monday morning, a top official from the Palestinian militant group told AFP, before US President Donald Trump chairs an international summit in Egypt on his peace plan for the region.
As part of the deal’s first phase, Hamas, whose deadly attacks on Israel on October 7, 2023 sparked the conflict, will free the captives, 20 of whom Israel believes are still alive, in exchange for nearly 2,000 Palestinian prisoners.
“According to the signed agreement, the prisoner exchange is set to begin on Monday morning as agreed,” Hamas official Osama Hamdan told AFP in an interview Saturday.
Trump and Egyptian President Abdel Fattah El-Sisi will then chair a summit of more than 20 countries in the Red Sea resort of Sharm el-Sheikh on Monday afternoon, the Egyptian presidency announced.
The meeting will aim “to end the war in the Gaza Strip, enhance efforts to achieve peace and stability in the Middle East, and usher in a new era of regional security and stability,” it said.
UN Secretary-General Antonio Guterres has said he will attend, as has Britain’s Prime Minister Keir Starmer, his counterparts from Italy and Spain, Giorgia Miloni and Pedro Sanchez, and French President Emmanuel Macron.
There was no immediate word on whether Israel’s Prime Minister Benjamin Netanyahu will be there while Hamas said it would not take part as it had “acted principally through... Qatari and Egyptian mediators” during talks, Hamas political bureau member Hossam Badran said.
Despite the apparent breakthrough, mediators still have the tricky task of securing a longer-term political solution that will see Hamas hand in weapons and step aside from governing Gaza.
Badran said the second phase of Trump’s plan “contains many complexities and difficulties” while one Hamas official, speaking on condition of anonymity, said disarming was “out of the question.”

Multinational force

Under the Trump plan, as Israel conducts a phased withdrawal from Gaza’s cities, it will be replaced by a multi-national force from Egypt, Qatar, Turkiye and the United Arab Emirates, coordinated by a US-led command center in Israel.
On Saturday, US Central Command (CENTCOM) chief Admiral Brad Cooper, Trump’s Middle East envoy Steve Witkoff and Trump’s son-in-law Jared Kushner visited Gaza, where hundreds of thousands of Palestinians were again on the move, returning to their devastated homes.
Witkoff, Kushner and Trump’s daughter Ivanka then went on to Tel Aviv to attend a gathering with the families of the remaining Israeli hostages held in Gaza, where crowds shouted “Thank you Trump.”
Einav Zangauker, whose son Matan is one of about 20 hostages believed to still be alive, said: “We will continue to shout and fight until everyone is home.”
“We finally feel hope, but we cannot and will not stop now,” added Zairo Shachar Mohr Munder, whose uncle Abraham was abducted during the Hamas attack and his body recovered in August.
Hamas has until noon on Monday to hand over 47 remaining hostages — living and dead — from the 251 abducted in the attack two years ago, which led to the deaths of 1,219 people, most of them civilians.
The remains of one more hostage, held in Gaza since 2014, are also expected to be returned.
In exchange, Israel will release 250 prisoners, including some serving life sentences for deadly anti-Israeli attacks, and 1,700 Gazans detained by the military since the war broke out.
The Israeli prison service said Saturday it had moved the 250 national security detainees to two prisons ahead of the handover.

‘Stood and cried’ 

More than 500,000 Palestinians had returned to Gaza City by Saturday evening, according to Gaza’s civil defense agency, a rescue service operating under Hamas authority.
“We walked for hours, and every step was filled with fear and anxiety for my home,” Raja Salmi, 52, told AFP.
When she reached the Al-Rimal neighborhood, she found her house utterly destroyed.
“I stood before it and cried. All those memories are now just dust,” she said.
Drone footage shot by AFP showed whole city blocks reduced to a twisted mess of concrete and steel reinforcing wire.
The walls and windows of five-story apartment blocks had been torn off and now lay choking the roadsides as disconsolate residents poked through the rubble.
The UN’s humanitarian office says Israel has allowed agencies to start transporting 170,000 tons of aid into Gaza if the ceasefire holds.

‘Ghost town’ 

Men, women and children navigated streets filled with rubble, searching for homes amid collapsed concrete slabs, destroyed vehicles and debris.
Sami Musa, 28, returned alone to check on his family’s house.
“Thank God... I found that our home is still standing,” Musa told AFP.
“It felt like a ghost town, not Gaza,” Musa said. “The smell of death still lingers in the air.”
Israel’s campaign in Gaza has killed at least 67,682 people, according to the health ministry in the Hamas-run territory, figures the United Nations considers credible.
The data does not distinguish between civilians and combatants but indicates that more than half of the dead are women and children.