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UNDP estimates $1.38 billion in building damage across southern Lebanon

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The United Nations Development Programme (UNDP) and Lebanon’s National Council for Scientific Research have released a rapid assessment report on building damage in southern Lebanon.

According to Lebanon’s Al-Akhbar newspaper, the study relied on satellite imagery and geospatial artificial intelligence (GeoAI) technologies to assess externally visible damage to buildings along the southern border between October 23, 2025, and April 29, 2026.

The report found that a total of 11,095 buildings had been completely destroyed in the areas surveyed. Based on an assumed average apartment size of 150 square metres, these destroyed structures are estimated to correspond theoretically to 17,891 housing units.

The volume of debris generated in the region is estimated at 3,107,756 cubic metres.

In addition to the buildings that were completely destroyed, the assessment identified partial damage to 2,242 buildings and minor damage to 9,311 others.

At the housing-unit level, the report estimates that alongside the approximately 17,891 units that were completely destroyed, around 5,219 homes sustained partial damage and 18,282 suffered minor damage.

The report stressed that these housing figures are not based on direct field surveys but on mathematical modelling using average floor-space assumptions and therefore constitute theoretical estimates.

Preliminary cost of building damage estimated at $1.38 billion

The report calculated reconstruction costs using a standard benchmark value of $450 per square metre. On that basis, the total preliminary cost of building damage was estimated at $1.384 billion.

Geographically, Nabatieh Governorate accounted for the largest share of the damage, estimated at $1.053 billion, while losses in South Governorate were assessed at $331 million.

At the district level, preliminary costs were estimated at $688 million in Bint Jbeil, $333 million in Marjayoun, $315 million in Tyre, $32 million in Nabatieh district and $16 million in Sidon.

The report emphasised that these figures cover only external physical damage to buildings and do not represent the final cost of reconstruction or the total economic losses caused by the war.

In Bint Jbeil district, the highest levels of destruction were recorded in Aitaroun, where 1,658 buildings were destroyed, followed by Bint Jbeil city with 1,076, Ayta al-Shaab with 539, Beit Lif with 371, Yaroun with 242 and Ainata with 227.

In Marjayoun district, 969 destroyed buildings were recorded in Mais al-Jabal, 824 in Taybeh, 285 in Houla, 199 in Markaba, 184 in Blida and 174 in Deir Siryan.

In Nabatieh district, 71 buildings were destroyed in Yahmar al-Shaqif, 69 in Zoutar al-Sharqiya and 37 in Kfar Sir. In Tyre district, 370 buildings were completely destroyed in Burj al-Shamali, 216 in Naqoura, 162 in Abbassiyeh, 80 in Tyre city and 65 in al-Mansouri. In Sidon district, destruction was concentrated mainly in Zirariyeh, where 65 buildings were destroyed, and Arzi, where 62 buildings were levelled.

The report also outlined significant limitations that prevent the findings from being treated as a definitive final assessment.

The study did not cover entire administrative districts but was limited to areas where clear satellite imagery was available.

As a result, the area south of the Litani River constituted the main focus, while only limited data from areas north of the river were included. Some municipalities were fully surveyed, while only selected sections of others could be examined.

For example, all cadastral zones in Bint Jbeil district were surveyed. In Tyre district, 74 of 75 cadastral areas were fully covered, while one was only partially included.

In Marjayoun, 17 of 33 areas were fully surveyed and 21 partially covered. In Nabatieh, only four of 52 areas were fully analysed, while 15 were partially examined. In Sidon, none of the 77 areas underwent a complete survey, with only five areas partially included in the assessment.

The report listed several additional limitations:

Critical infrastructure damage, including roads, bridges, electricity networks, water systems and telecommunications facilities, was not assessed.

Damage to underground shelters, basements and non-visible interior sections of buildings could not be detected.

No clear distinction could be made between residential, commercial and industrial structures.

Buildings with minor damage were excluded from debris-volume and cost calculations.

Structural density, shadows and narrow streets introduced potential margins of error in satellite analysis.

No field visits or on-site inspections were conducted to verify the findings. The assessment was carried out entirely through desk-based analysis of satellite imagery.

Given the scale of destruction and confidence in the methodology employed, no on-site verification procedures were undertaken in cooperation with the Lebanese Armed Forces or the United Nations Department of Safety and Security (UNDSS).

UNDP said the findings should be regarded as preliminary planning data and that the scope of the assessment would be expanded as additional satellite imagery and field information become available.

Officials noted that once excluded categories and infrastructure losses are taken into account, the true cost of the destruction in southern Lebanon is likely to be significantly higher than the estimates contained in the report.

Middle East

Iran resumes ballistic missile assembly using stockpiled parts

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Iran has resumed ballistic missile production in underground facilities, despite statements by Israeli and US authorities asserting that this capacity had been completely eliminated.

According to a report by The Wall Street Journal citing US and Middle Eastern officials, the Tehran administration is utilizing pre-stockpiled components in the manufacturing process.

Officials report that despite strikes on missile sites and industrial installations at the beginning of the war, Iran continues the assembly of both solid- and liquid-fuelled missiles.

Intelligence data indicates activity at numerous underground centres, including the Khojir complex in the southeast of the country, along with efforts to establish additional underground assembly points to protect against new air strikes.

Current assembly operations are being maintained at lower volumes compared with pre-war levels, as US and Israeli operations destroyed several facilities and a naval blockade has impeded the import of components and solid-fuel ingredients.

Assessing the process, Tal Inbar, a senior analyst at the US-based Missile Defense Advocacy Alliance, stressed that damaged infrastructure can be repaired during periods when facilities are not targeted, and parts procured from other countries can be stored there.

Inbar noted that it would be naive to believe Iran is not rebuilding its missile production capacity.

Arguing that the facilities were destroyed and Tehran has suffered severe losses, the official stated that Iran remains weaker than ever before, and US President Donald Trump will never permit the country to acquire nuclear weapons.

Pentagon spokesman Sean Parnell stated that the US has destroyed up to 90% of Iran’s drone, ballistic missile, and naval industrial infrastructure, severely degrading Tehran’s ability to launch missiles and unmanned aerial vehicles.

Another US government official pointed out that the Tehran administration may have revived production, albeit on a low scale, following preliminary talks conducted in mid-June with the Trump administration regarding the opening of the Strait of Hormuz and ending the war. The official noted that existing stockpiles are sufficient to assemble at least two hundred missiles.

A CNN report in late May indicated that the Tehran administration was attempting to reopen underground missile shelters, struck by the US and Israel with costly munitions, using bulldozers and dump trucks.

Excavation activities accelerated after the April ceasefire decision; out of 69 tunnel entrances struck across 18 distinct locations, 50 have been made accessible again.

Experts stressed that it is impossible to destroy missile power solely by bombing tunnel entrances, underlining the limitations of such bombardments.

US Secretary of War Pete Hegseth claimed in April that they had effectively ended Iran’s missile programme. However, an NBC News report noted that Tehran utilized the ceasefire period to reconstitute its military strength.

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Mohammed bin Salman urges Trump to strike Houthis after Mokha falls

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Saudi Crown Prince Mohammed bin Salman has requested that US President Donald Trump launch air strikes against the Houthis in Yemen.

According to two US officials who spoke to Axios, Trump rejected the request, and US officials emphasised that the administration has no plans for direct intervention against the Houthis for now.

Oil prices surged on Thursday after the resistance led by Houthi militias (Ansarallah) seized the strategic coastal city of Mokha in Yemen.

This development brought the Yemeni resistance one step closer to the Bab el-Mandeb Strait, which is vital for global trade and Saudi oil exports.

With Iran already disrupting traffic in the Strait of Hormuz, Houthi control over Bab el-Mandeb could provide Tehran with powerful new leverage over the US and its Gulf allies.

On Thursday, as Houthi forces advanced towards the coastal city of Mokha and Saudi-backed Yemeni forces retreated, bin Salman telephoned Trump to brief him on the deteriorating situation.

A few hours later, the prince called again to request that Trump carry out US air strikes against the Houthis.

Trump declined, but a US official stated that the administration would provide Saudi Arabia with intelligence and targeting data on the Houthis.

The official noted that approximately 200 US military personnel are currently stationed in Saudi Arabia, providing non-military support.

A senior Trump administration official indicated that Washington’s priority is keeping the Red Sea open, while leaving the broader fight to regional partners.

“We are in continuous dialogue with Saudi Arabia and the Government of the Republic of Yemen regarding regional stability,” the official said.

The official continued:

“The US remains focused on protecting our core national security interests, such as ensuring freedom of navigation in the Red Sea, while empowering our regional partners to take the lead in managing and resolving regional security challenges.”

The US is concerned by the rapidly escalating conflict in Yemen and is seeking to avoid direct military intervention while increasing its support for Saudi Arabia.

According to two sources familiar with the matter, Admiral Brad Cooper, Commander of US Central Command (CENTCOM), travelled to Saudi Arabia on Thursday for urgent coordination meetings.

The conflict between Saudi Arabia and Yemeni resistance forces reignited in July after Riyadh blocked an Iranian aircraft carrying senior Houthi officials from landing in Sanaa following their return from Ali Khamenei’s funeral.

Bin Salman requested Trump’s political support to strike Sanaa airport, but made clear that Saudi Arabia did not require US military assistance. Trump granted his support.

The Houthis subsequently retaliated by attacking Saudi tankers in the Red Sea. These strikes threatened a route crucial to the kingdom’s oil exports, and the group later expanded its attacks to Saudi energy facilities.

Saudi Arabia and its Yemeni allies responded with air strikes and ground operations against Houthi positions.

Saudi Arabia’s request for direct US military intervention marks a sharp reversal from July, when Riyadh informed Washington that it could manage the Houthis on its own.

As clashes intensified, the Saudis began seeking progressively greater support from the US.

Sources close to the discussions noted that in recent weeks, US military and civilian officials informed their Saudi counterparts that Trump’s directive is to keep American forces focused on Iran and the Strait of Hormuz, and to avoid opening a new front.

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Netanyahu ignored MBZ warning on Hamas 7 October plan, report says

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Israeli Prime Minister Benjamin Netanyahu reportedly ignored a direct warning from UAE President Sheikh Mohamed bin Zayed Al Nahyan in the run-up to 7 October 2023, according to an investigation by the Israeli newspaper Haaretz.

The report states that the UAE leader, widely known as MBZ, was convinced in September 2023 that an explosion was imminent in the region, particularly given the escalating tensions in the West Bank.

Israeli President Isaac Herzog, who maintains close ties with bin Zayed, recounted: “In the months leading up to the war, he spoke with me about this issue frequently. He consistently conveyed the message that the situation needed to be de-escalated. He even dispatched a special envoy to Israel who met with the prime minister. The emir appeared to sense that the region was on the verge of erupting.”

MBZ also engaged in direct discussions with Netanyahu. These exchanges followed a standard operational protocol: a representative from the United Arab Emirates embassy would arrive at the prime minister’s office equipped with a specialised, secure telephone device to ensure confidentiality.

However, according to the newspaper, the call initiated by bin Zayed on this occasion was extraordinary in nature.

A week and a half before 7 October 2023, the UAE ruler placed a call to Netanyahu from the Presidential Palace in Abu Dhabi, and the two leaders spoke for 45 minutes.

During this conversation, bin Zayed warned that Yahya Sinwar, the Hamas leader in Gaza, was planning a major operation against Israel.

Bin Zayed voiced deep concern that such an event would not only lead to significant bloodshed, but would also destabilise the entire region and undermine the Abraham Accords.

Haaretz reported that three senior foreign sources possess direct knowledge of the call’s contents, marking the first public disclosure of the conversation’s existence.

A close Palestinian adviser to bin Zayed, who had emigrated from Gaza to Abu Dhabi years earlier and maintained extensive connections across the Gaza Strip, was also present during the exchange.

According to the adviser, the UAE ruler stressed to Netanyahu that Israel needed to prepare for this specific threat.

The adviser stated:

“The emir explained that, according to his assessment, Sinwar was preparing for a major event. He told Netanyahu that Israel had to be prepared. At the same time, he proposed working towards an economic solution for the Gaza Strip to prevent escalation, alongside calming the situation in the West Bank.”

Bin Zayed urged Netanyahu to take the matter seriously. Yet, to the emir’s surprise, the prime minister reacted with relative calm.

Netanyahu told bin Zayed that, in his own assessment, Hamas was planning to operate in the West Bank area. Reassuring the Emirati leader, Netanyahu insisted that Israel was prepared for any scenario.

The UAE leader later recounted his conversation with Netanyahu and his subsequent warning to CIA Director William J. Burns.

Bin Zayed shared with Burns the intuitive alarm he had sought to convey to Netanyahu—that “something over there is about to blow”—and noted the Israeli prime minister’s conviction that the unstable theatre was in fact the West Bank.

“The emir hoped that, despite Netanyahu’s reserved reaction, he would take the message seriously and take action,” the adviser said.

However, neither anticipated that the prime minister would hear the warning without briefing the heads of his defence and security establishments: neither the director of the Shin Bet, nor the director of the Mossad, nor the chief of staff of the Israel Defence Forces was informed of MBZ’s warning.

Haaretz noted that Gaza-related negotiations between Israel and Hamas had been proceeding smoothly in early 2023, providing the context in which the Emirati ruler’s concerns emerged.

The report received swift corroboration from the Israeli political opposition. Former prime minister and leader of the B’Yachad party, Naftali Bennett, stated that he knew the warning issued by UAE leader Mohamed bin Zayed to Netanyahu concerning Hamas’s plans prior to 7 October was genuine.

Speaking to 103FM, Bennett said: “I am telling you: I know this to be true.”

Bennett continued:

“Mohamed bin Zayed of the UAE warned Netanyahu that Sinwar was planning an operation. The head of the Egyptian General Intelligence Directorate, Abbas Kamel, also notified Netanyahu a few days before the massacre that a major operation was being planned. I do not wish to discuss my sources with anyone. I am telling you: I know this fact to be true.”

Contending that Netanyahu had led Israel “blindly into this horrific disaster,” the opposition figure asserted: “He was so deeply captive to the conception that Hamas was an asset that, despite receiving explicit warnings, he did nothing.”

Bennett maintained that Netanyahu bears direct responsibility for 7 October, not merely by virtue of being prime minister, but because “he spent 15 years strengthening Hamas and doing nothing.”

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