ANALYSIS: 265 Russian Drones Over Ukraine — The Night of June 1, 2026, Dissected
On the night of June 1–2, 2026, Russia launched one of its most massive aerial attacks of the year against Ukraine: 265 long-range drones were sent simultaneously across Ukrainian territory. The human toll reached 24 dead and 130 wounded. The city of Dnipro suffered the most brutal blow, with 17 of the 24 recorded fatalities.

- On the night of June 1–2, 2026, Russia launched one of its most massive aerial attacks of the year against Ukraine: 265 long-range drones were sent simultaneously across Ukrainian territory. The human toll reached 24 dead and 130 wounded. The city of Dnipro suffered the most brutal blow, with 17 of the 24 recorded fatalities.
- On the night of June 1–2, 2026 , Russia launched one of its most massive aerial attacks of the year against Ukraine : 265 long-range drones were sent simultaneously across Ukrainian territory.
- The human toll reached 24 dead and 130 wounded .
Facts, quotes, and cited links remain in the body. Interpretations are framed as analysis or opinion according to the format.
Introduction: A Night of Deliberate Terror
The scale of the June 1–2, 2026 attack
On the night of June 1–2, 2026, Russia launched one of its most massive aerial attacks of the year against Ukraine: 265 long-range drones were sent simultaneously across Ukrainian territory. The human toll reached 24 dead and 130 wounded. The city of Dnipro suffered the most brutal blow, with 17 of the 24 recorded fatalities.
This attack did not occur in a vacuum. It is part of a Russian strategy of systematic aerial terrorism against Ukrainian urban centers — a strategy aimed at destroying infrastructure as much as breaking the morale of civilian populations. Residential buildings were damaged, residents trapped under rubble. This is not war — it is state terrorism on a massive scale.
The strategic context of this strike
The June 1 attack came in a particular context: it preceded by a few days the massive Ukrainian retaliatory strikes, notably against Saint Petersburg on June 7, 2026. It illustrates the logic of symmetric escalation that now characterizes the conflict — each major Russian strike draws a Ukrainian response that pushes further the geographic and technological boundaries.
265 simultaneous drones — this figure must not be read as a mere number. It is a deliberate saturation of Ukrainian air defenses. The logic is mathematical: even the most capable air defense cannot intercept 100% of projectiles when they arrive by the hundreds, from multiple directions, at varying altitudes and speeds.
I read Moscow's communiqués speaking of "legitimate military targets." And I look at the photos of Dnipro — residential buildings gutted, apartments where only the walls remain. There are no military targets in the bedrooms of civilians. To call it anything other than terrorism would be to lie.
Anatomy of the Attack: 265 Drones, Zero Excuses
The type of drones used and their strategic reach
The long-range drones used by Russia in this wave are primarily Shahed-136 models, originally produced in Iran and now manufactured under license on Russian soil. These propeller-driven, slow-flying, low-altitude devices are designed to saturate air defenses through volume. Each drone represents a relatively low cost — a few tens of thousands of dollars — which allows Russia to deploy them in massive swarms.
The range of these drones exceeds 2,000 km in some configurations, meaning they can be launched from deep Russian territory and strike any Ukrainian city. This capability makes Shahed drones a particularly effective weapon of urban terrorism suited to the Russian strategy: cheap, abundant, difficult to intercept en masse, and capable of creating continuous physical and psychological pressure.
Ukrainian air defense facing saturation
Ukrainian air defense shot down a significant portion of the 265 drones launched that night. Patriot, IRIS-T, Gepard systems and Ukrainian fighter jets worked in coordination. But saturation is precisely the point of the Russian operation: even if 80% of drones are downed, the remaining 20% are enough to inflict catastrophic damage on a city like Dnipro.
The analysis of Ukrainian defense published by Defence Ukraine after the attack underlines this fundamental dilemma: the Kyiv saturation test demonstrates that air defense, however capable, cannot guarantee total protection against waves of 200 to 300 simultaneous drones. The solution is not purely defensive — it also involves destroying Russian production and launch capabilities.
Aerial saturation is the modern form of a medieval siege. Moscow cannot conquer Ukrainian cities on the ground, so it destroys them from the air. The West must understand that every Patriot system delivered to Ukraine saves concrete lives — not abstract ones, concrete ones.
Dnipro, the Hardest-Hit City: 17 Dead in One Night
The geography of disaster
Dnipro — Ukraine's fourth-largest city with over a million inhabitants — has become one of the preferred targets of Russian strikes. Its geographic position in the center-east of the country, its industrial and logistical role, and its symbolic importance make it a prime target for both Russian propaganda and military strategy. On the night of June 1, 17 of the 24 total victims of the attack were in Dnipro.
The residential neighborhoods struck housed no military bases, no weapons depots, no visible strategic installations. Families were sleeping. Children were sleeping. That is what the 265 drones targeted that night — not in the sense of an avowed intent, but in the sense of a total, documented indifference to civilian life.
Emergency response and immediate reaction
Ukrainian emergency services worked through the night to free victims from the rubble. Partially collapsed buildings required delicate operations. Ukraine has a remarkably well-practiced civil defense organization after more than four years of war — but no organization can fully mitigate the impact of 17 civilian deaths in a single night in a single city.
President Zelensky responded with the determination that has defined him since the start of the war: no surrender, no surrender, no surrender. And he once again called on his Western allies to accelerate deliveries of air defense systems. His message was clear — every Western delay in those deliveries is paid for in Ukrainian lives.
Dnipro. I note this name. It should be engraved in Europe's collective memory as are Guernica, Coventry, and Dresden. These are the cities bombs have marked forever. Indifference to Dnipro's suffering would be a betrayal of what Europe claims to be.
Russia's Strategy of Aerial Terror Explained
Military objectives versus terrorist objectives
The Russian military doctrine applied in Ukraine deliberately blends legitimate military targets — power plants, fuel depots, communication lines — with civilian targets intended to generate terror and displacement. This hybridization is a calculated strategy: it makes it impossible for Ukrainian defense to respond with clean precision, since no system can distinguish in seconds between a drone targeting a power plant and one targeting a residential building.
The ISW notes in its assessment of June 1, 2026 that this saturation strategy also aims to test the limits of Ukrainian anti-aircraft missile reserves. Forcing Ukraine to expend its costly interceptor munitions against cheap drones is an economic calculation in Russia's favor. Each Patriot PAC-3 missile intercepting a Shahed represents an economically unfavorable exchange for Kyiv.
Escalation as standard operating procedure
The June 1 strike came while diplomatic discussions were taking place at multiple levels. Russia systematically chooses moments of dialogue to intensify its strikes — a political signal as much as a military one. This pattern has been documented repeatedly since 2022: every time a negotiation takes shape, Moscow sends a show of force to demonstrate it does not need diplomacy.
This logic of ongoing escalation makes sincere negotiations practically impossible. How can a serious peace process be engaged with a regime that bombs civilian cities on the eve of every diplomatic meeting? That is precisely the trap Putin has constructed — and to which the West must find a structural answer.
Russia bombs when it talks about peace. That is Putin's signature. There is no possible good faith with a regime that uses negotiations as cover to intensify attacks. The West must stop allowing itself to be caught in this cynical mechanism.
Ukrainian Retaliatory Strikes: An Asymmetric Response
From defense to offense: Ukrainian doctrine evolves
The June 1 strike did not go unanswered. A few days later, on the night of June 6–7, 2026, Ukraine in turn launched hundreds of drones against Russian territory, reaching notably Saint Petersburg — on the last day of the Saint Petersburg International Economic Forum. The political message was unmistakable: if Russia strikes Ukrainian civilians, Ukraine can strike deep inside Russian territory.
This doctrinal evolution of the Ukrainian army is significant. It marks a shift from a purely defensive strategy to one of offensive deterrence — striking far enough and hard enough inside Russia to create psychological and economic pressure on the Russian population and the elites close to the Kremlin. The oil depots set ablaze in Saint Petersburg on June 7 are not only military targets — they are symbols.
The international legality of these reprisals
The legality question surrounding Ukrainian strikes on Russian soil is debated. The defensive argument is solid: a state under attack has the right to strike the military installations of the aggressor on its own territory. Ukraine officially targets fuel depots, logistics centers, and military radars — legitimate military objectives under international humanitarian law.
Admittedly, collateral civilian damage sometimes occurs — Ukraine cannot claim perfect precision in all its strikes. But the fundamental difference with Russian strategy is this: Ukraine attempts to target military objectives, while Russia deliberately targets civilians. That is not a nuance — it is a fundamental moral and legal distinction.
I support Ukraine's right to strike deep inside Russian territory. Not out of a desire for revenge, but out of military logic: as long as Russian drone launchers are out of reach, Ukrainian defense will remain structurally disadvantaged. Eliminating Russian offensive capabilities at the source is a military necessity.
The Impact on Ukrainian Civilian Infrastructure
An electricity grid under permanent pressure
Beyond the 24 deaths on the night of June 1, the attack had lasting effects on Ukrainian civilian infrastructure. Power plants, substations, and transformers were damaged in several regions. Russia has been systematically targeting Ukraine's electricity grid since the autumn of 2022, with the aim of plunging the country into darkness and cold during winters — a strategy of economic warfare against a civilian population.
The successive repairs to Ukraine's electricity grid illustrate both the resilience of the population and the crucial support of Western partners. The European Union, the United States, and bilateral partners have supplied generators, transformers, and technical teams to keep the grid functioning despite continuous destruction.
The psychological toll on the civilian population
The figures for dead and wounded, as horrific as they are, do not fully capture the impact of these attacks. Millions of Ukrainians have lived with air raid sirens as the soundtrack of their daily lives for four years. Children grow up jumping into shelters. Adults unconsciously calculate their distance to metro stations and basements. This is a collective trauma of a scale that Western Europe has not known since World War II.
Psychological studies conducted by humanitarian organizations document a rising tide of post-traumatic stress disorder, sleep pathologies, and generalized anxiety in the Ukrainian population. These invisible damages will accumulate for decades after the end of the conflict — a cost Russia has deliberately chosen to inflict.
We count the dead. We do not count the traumatized. We do not count the children having nightmares about drones. We do not count the elderly who have lost their apartments. The true bill of this war for Ukraine, no one will ever be able to fully calculate.
The International Response After June 1
Reactions from Western allies
The June 1–2, 2026 attack prompted condemnation from Ukraine's Western allies. Statements were issued from Washington, Brussels, Paris, Berlin, and London. These verbal condemnations are necessary — they signal that the international community is watching and recording. But their actual impact on Russian behavior is limited if not accompanied by concrete action.
What matters more is the decision by the G7, gathered in Évian on June 16–17, 2026, to commit to strengthening Ukraine's air defense systems. Every additional Patriot system, every IRIS-T battery delivered, every thousand anti-drone munitions supplied directly reduces Russia's ability to repeat a night like June 1.
The munitions question and emergency deliveries
The primary bottleneck in Ukrainian air defense is not the quality of systems — it is the quantity of interceptor munitions. Anti-drone missiles cost between $500,000 and $4 million per unit depending on the system. Against Shahed drones costing a few tens of thousands of dollars, the economic equation is structurally unfavorable for Ukraine.
The solution involves two tracks: on one hand, accelerating deliveries of munitions by Western allies; on the other, Ukraine developing its own less costly countermeasures — anti-drone drones, laser systems, electromagnetic guns. Ukrainian defense industry efforts in this area are real and documented.
The economic equation of air defense is chilling: $4 million to intercept a $30,000 drone. The West must find an industrial solution to this problem, quickly. Because Russia keeps producing its Shahed drones on an assembly line.
The Iran-Russia Axis: The Deadly Drone Pipeline
Iran's role in the Russian arsenal
The Shahed drones that killed civilians in Dnipro on June 2, 2026 were not Russian inventions. They were designed in Iran, transferred to Russia by the thousands, then produced locally under Iranian license. This Tehran-Moscow axis is one of the darkest realities of the conflict: one authoritarian regime helping another authoritarian regime kill European civilians.
Iran has delivered thousands of Shahed drones to Russia since 2022. In return, Moscow has supplied Tehran with advanced military technologies, including surface-to-surface missile systems and drone technology. This is a strategic transaction between two regimes that the West rightly designates as destabilizing states of the international order.
Sanctions against the Iranian drone program
The European Union and the United States have adopted specific sanctions against Iranian entities involved in the production and delivery of Shahed drones. These sanctions target companies, intermediaries, and financing networks that enable this arms flow. Their effectiveness is real but partial — regimes like Iran and Russia that can weather sanctions develop sophisticated circumvention mechanisms.
The true remedy would be to dry up the source: help Ukraine strike Russian drone production capabilities on Russian territory, and tighten sanctions on third-party component suppliers — China above all — that feed the Russian military-industrial complex with microelectronics.
Iran kills Ukrainian civilians by proxy. Its drones do exactly what they are designed to do — terrorize civilian populations. The mullahs' regime did not need Putin to deploy aerial terror: ask the Yemenis. The same weapon, the same civilian targets, the same cynicism.
Ukrainian Resilience: Neither Collapse Nor Resignation
A population that stands
After four years of war and hundreds of waves of massive strikes, the Ukrainian population has not surrendered. It has not resigned itself. It has not collapsed into the collective despair the Kremlin sought to provoke. On the contrary: regularly published polls show that support for continued resistance remains a majority view, even in the face of the heaviest losses.
This resilience is not mysterious — it has deep roots. The Ukrainian population knows what surrender to Putin would mean in practice: occupation, deportations, repression, cultural erasure. It has seen it in the occupied territories. It has seen Mariupol. It has seen Bucha. It knows what it is defending.
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International aid as a resilience factor
Ukrainian resilience is not solely the product of collective will — it is also the result of substantial international aid. The United States, the European Union, the United Kingdom, Canada, Australia, and dozens of other partners have provided weapons, ammunition, air defense systems, financial aid, and humanitarian assistance. Without this support, maintaining Ukrainian resistance would have been infinitely more difficult.
That is why every Western political decision on Ukraine has a direct impact on the ground. Every delay, every hesitation, every diplomatic compromise translates into Ukrainian lives. The West has the responsibility to understand this equation and assume its consequences.
Ukrainian resilience astonishes me every day. Not because it is supernatural — it is very human. But because it challenges us, comfortable Westerners, to ask what we would be capable of in the same circumstances. I am not certain I know the answer.
The Psychological Dimension of Mass Attacks
Terror and demoralization as weapons of war
Russia has made psychological terror a central strategic instrument. The objective of 265 drones in one night is not only to destroy buildings — it is to keep an entire population in a state of permanent anxious vigilance. The air raid sirens that sound multiple times nightly, forcing families into shelters, exhaust bodies and minds far beyond the visible physical damage.
This psychological strategy has been documented and analyzed by war psychology experts. It aims to create a war fatigue that gradually erodes the will to resist — or at least, that is what Moscow hopes. So far, this strategy has failed against Ukrainian determination.
The parallel information war
Simultaneously with physical strikes, Russia wages an intensive information war on social media to amplify the psychological effect of attacks, disseminate images of destruction selected to maximize demoralizing impact, and sow doubt about Ukraine's ability to resist. This information war targets Western public opinion as much as Ukrainians themselves.
The Ukrainian counter-response relies on mastered crisis communication: President Zelensky appears regularly in video from Kyiv, visible and determined. Military spokespeople provide precise assessments. The relative transparency on Ukrainian losses contrasts with Russian opacity and reinforces Kyiv's credibility with its partners.
Zelensky in front of the camera at 3 a.m. from Kyiv, after a night of bombardment. This has become a ritual image, almost reassuring. A head of state who does not flee, who does not relocate his government, who stays. That too is wartime leadership.
Lessons for Western Air Defense
What the Ukrainian war teaches NATO armies
The war in Ukraine has become the largest laboratory of modern military tactics since World War II. Lessons are being absorbed in real time by NATO general staffs. The June 1, 2026 strike — 265 simultaneous drones — teaches several crucial things about the air defense challenges of 21st-century conflict.
First lesson: air defense systems designed for the Cold War era are not optimized against swarms of cheap drones. Expensive anti-aircraft missiles are economically inefficient against low-cost targets. New families of weapons must be developed — lasers, directed-energy weapons, anti-drone drones — to address this threat.
Necessary investments in counter-drone defense
NATO countries have recognized this gap and are beginning to address it. Investments in anti-drone systems have exploded since 2022. Joint European programs to develop counter-drone countermeasures have been launched. But the lag between political decision, industrial investment, and operational deployment is measured in years.
In the meantime, Ukraine faces the brutal reality of the battlefield with available means. Every night, anti-aircraft operators make split-second decisions — which drone to intercept, which to let pass, how to allocate limited munitions against hundreds of simultaneous targets. This is an operational pressure that few armies in the world have known in recent history.
NATO armies are taking notes. The Shahed drones over Dnipro define the threat all of Europe will face in the decades ahead. Better to learn it now, through Ukrainian sacrifice, than to learn it by suffering the same thing on our own territory.
The Figure of 265 Drones in the Context of the 2026 Escalation
An upward trend in mass attacks
265 drones in one night — that is considerable. But this figure must be read in the context of ongoing escalation. In the weeks following this attack, Russia launched an even larger wave: 656 drones and 73 missiles in a single night in June 2026, killing at least 18 civilians. The trend points toward increasing attack volumes — Russia seeks to compensate for its qualitative limitations through sheer quantity.
This quantitative escalation reflects several realities: Russia has managed to maintain and increase its drone production despite sanctions; it has received additional supplies from Iran and North Korea; and it has made the strategic decision that the aerial terror campaign is the most effective means of placing Ukraine under maximum pressure.
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Facing this escalation, the Western response must be proportionate. The G7's commitment at Évian on June 17, 2026 to strengthen Ukrainian air defense is a first step. But more is needed: authorizing Ukraine to strike Russian drone factories on Russian territory, delivering sufficient anti-drone systems, and funding Ukrainian capabilities to produce local countermeasures.
The night of June 1, 2026 — 265 drones, 24 dead, 130 wounded — must not remain in the archives as a simple news bulletin. It must serve as the evidence that convinces the hesitant that Ukraine's victory is non-negotiable, that its armament is non-negotiable, and that Western support must be equal to the stakes.
Russian escalation will not stop on its own. 265 drones today, 656 tomorrow. The logic is relentless: Putin raises the stakes until someone yields. The West cannot yield. That would be to invite the same logic onto its own borders.
The Ukrainian Production Effort to Counter Russian Drones
The asymmetric arms race
Facing the threat of Russian drone swarms, Ukraine has launched a massive program to develop its own electronic warfare capabilities and anti-drone countermeasures. Mobile jamming units have been deployed across the entire territory to disrupt the guidance systems of enemy drones. Ukrainian anti-drone drone brigades now operate on the front lines to intercept Shahed drones before they reach urban centers.
The Ukrainian defense industry has demonstrated remarkable adaptability. In 2026, domestic drone production jumped by 179% compared to 2025, according to Defense Ministry data. These fiber optic-guided drones, virtually immune to Russian electronic warfare, now constitute a primary defensive and offensive front-line tool.
Technological support from partners
American, European, and Israeli technology companies are collaborating with Ukrainian industry to develop low-cost early detection systems for drones, artificial intelligence solutions for prioritizing interceptions, and advanced electronic countermeasures. This wartime technology transfer is unprecedented in modern military history.
The U.S. Army Innovation Center published an analysis in 2026 noting that Ukrainian experience in drone warfare represents a unique learning opportunity for Western armed forces. Every solution developed by Kyiv to counter Shahed drones is a lesson directly applicable to the defense of NATO members.
Ukraine has become, against its will, the world's most advanced military laboratory. Its engineers, under the bombs, are inventing the solutions that NATO armies will implement in ten years. There is something profoundly unjust in this distribution of risk.
Assessment and Perspectives: The Air War in 2026
An aerial conflict redefining modern warfare
The war in Ukraine has fundamentally redefined what "air war" means in the 21st century. Aerial battles no longer take place primarily between manned fighters at high altitude — they are fought at low altitude, in darkness, between swarms of autonomous drones and defense systems distributed across the entire territory. This is a military revolution unfolding in real time.
In this new paradigm, the night of June 1–2, 2026 represents a crucial data point. It demonstrates that mass drone offensives have become the primary weapon of Russian terrorist strategy. It also demonstrates that this weapon, formidable as it is, does not break Ukrainian resistance. 24 dead is a tragic toll — but it is not that of a broken nation.
What the coming months could bring
As Ukraine develops its own long-range strike capabilities — with Fire Point drones now reaching 2,070 km and targeting 3,000 km — the balance of power in the air war is shifting. Ukraine is no longer just a target — it is an increasingly capable offensive actor on the aerial theater. This evolution fundamentally changes Moscow's strategic calculus.
The night of June 1 will be remembered as a night of mourning for Dnipro. But it will also be the night that demonstrated, once more, that Ukraine absorbs the blows, rebuilds, and keeps fighting. That is not rhetoric — it is documented, verifiable, admirable.
The air war over Ukraine foreshadows the war all of Europe could experience if it fails to draw the lessons. The 265 drones of June 1 are not just a Ukrainian tragedy — they are a warning addressed to the entire continent.
Conclusion: 24 Dead That Europe Must Not Forget
Memory as a political act
In 24 Ukrainian families, the night of June 1, 2026 left a permanent void. Fathers, mothers, children, grandparents — ordinary people whose lives were cut short by one man's decision in Moscow to launch 265 drones against sleeping cities. These 24 victims must remain concrete individuals in our consciousness — not statistics, not "collateral damage," not figures in a report.
Europe has a memorial responsibility toward these dead. Naming them, recalling them, refusing to let them vanish into the relentless news cycle — that is a political act as much as a human one. Those who choose indifference or fatigue in the face of Ukrainian suffering also, implicitly, choose to validate Putin's strategy of terror.
Analysis as commitment
Analyzing this strike — its mechanics, its implications, its lessons — is not an academic exercise. It is a way of refusing that these 24 deaths remain meaningless in the grand narrative of this war. Understanding how and why Russia kills Ukrainian civilians is the prerequisite for finding ways to prevent it. Analysis is a form of resistance.
The night of June 1–2, 2026 will be a chapter in history books — an example of state terrorism through aerial saturation. Its toll — 265 drones, 24 dead, 130 wounded — will be cited. But what will matter more in history is the response the West chose when confronted with this reality. That of engagement or that of fatigue.
265 drones. 24 dead. 130 wounded. These numbers must remain engraved. Not as statistics, but as first names, faces, interrupted lives. Analysis is necessary — but memory is even more so.
By Maxime Marquette, columnist
Columnist's transparency note
Editorial stance
I am not a journalist but a columnist and analyst. My expertise lies in observing and analysing the geopolitical, economic and strategic dynamics that shape our world. My work is to take political strategies apart, to understand global economic movements, to put the decisions of international actors in context and to offer analytical perspectives on the changes that are redefining our societies.
I do not claim the cold objectivity of traditional journalism, which stops at reporting facts. I claim analytical clarity, rigorous interpretation and a deep understanding of the complex issues that concern us all. My role is to give meaning to the facts, to place them in their historical and strategic context, and to offer a critical reading of events.
Method and sources
This text keeps the basic distinction between verified facts and interpretive analysis. The rule never changes: a factual claim is published only when a verifiable source supports it, and the sources this article actually used are listed under Sources, never here.
Primary source families used by the publication, when the story has them: official statements from governments and international institutions, public statements by political leaders, reports from intergovernmental organisations, dispatches from recognised international news agencies.
Secondary source families: specialised publications, internationally recognised news media, analyses from established research institutions, reports from industry organisations.
When an article cites statistical, economic or geopolitical data, it comes from the institutions that produce it (intergovernmental organisations, central banks, national statistics offices), and the exact institution is named under Sources.
Nature of the analysis
The analyses, interpretations and perspectives in the analytical sections of this article are a critical, contextual synthesis based on the information available, the trends observed and the expert comments cited in the sources consulted.
My role is to interpret these facts, to set them in the context of today's geopolitical and economic dynamics, and to give them a coherent meaning within the larger story of the changes shaping our time. These analyses reflect expertise built through continuous observation of international affairs and an understanding of the strategic mechanisms that drive global actors.
This article describes a documented state of affairs on its publication date, not a prediction: later developments may shift its outlook. No update is promised in advance; when an article is corrected or completed, the change is dated in the text.
Sources
Primary sources
- NPR — Russian attack on Ukraine: 265 drones, 24 dead — June 2, 2026
- ISW — Russian Offensive Campaign Assessment, June 1, 2026
- ISW — Russian Offensive Campaign Assessment, June 7, 2026
- Wikipedia — Timeline of the Russo-Ukrainian War from June 1, 2026
Secondary sources
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Cite this article
Maxime Marquette (2026). ANALYSIS: 265 Russian Drones Over Ukraine — The Night of June 1, 2026, Dissected. MadMax. https://mad-max.co/en/article/analyse-265-drones-russes-sur-l-ukraine-la-nuit-du-1er-juin-2026-decortiquee
This article was generated with AI assistance, under human supervision.






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