The Militarisation of Geospatial Data The Security Risks of Commercial Satellite Imagery in Wartime

Commercial satellite imagery is now an integral component of contemporary warfare‭, ‬as demonstrated by the recent conflict involving the United States‭, ‬Israel‭, ‬and Iran‭. ‬Imagery captured from space is no longer a neutral visual record of events unfolding on‭ ‬the ground‭. ‬Instead‭, ‬it has evolved into a strategic resource capable of serving a wide range of purposes‭, ‬including verification‭, ‬documentation‭, ‬accountability‭, ‬intelligence collection‭, ‬geospatial intelligence‭ (‬GEOINT‭), ‬battle damage assessment‭, ‬military‭ ‬planning support‭, ‬media narrative construction‭, ‬and even indirect participation in targeting chains‭.‬

The importance of this transformation lies in the fact that commercial satellite imagery exists in a grey zone between civilian‭ ‬and military domains‭, ‬between market-driven services and national security imperatives‭, ‬and between public knowledge and operationally sensitive information‭. ‬On one hand‭, ‬it provides journalists‭, ‬researchers‭, ‬and civil society organisations with unprecedented capabilities to monitor armed conflicts‭. ‬On the other‭, ‬it enables states‭, ‬adversaries‭, ‬non-state actors‭, ‬and geospatial intelligence networks to access information that may possess direct or indirect military value‭.‬

This creates a fundamental paradox‭. ‬The same technologies that enhance transparency and commercial innovation can‭, ‬during times‭ ‬of war‭, ‬become sources of security vulnerability‭. ‬Likewise‭, ‬tools that support accountability and public oversight may also contribute to target identification‭, ‬operational planning‭, ‬or the assessment of military strikes‭. ‬The rise of commercial Earth-observation companies such as Planet Labs‭, ‬Maxar/Vantor‭, ‬ICEYE‭, ‬and BlackSky has shifted a portion of space-based observation capabilities from the exclusive domain of sovereign states to a global marketplace for geospatial data‭. ‬The proliferation of small satellites‭, ‬increasing image resolution‭, ‬faster delivery cycles‭, ‬and advances in artificial intelligence-driven analysis have expanded the scope of this transformation‭. ‬Consequently‭, ‬the challenge is no longer limited to the imagery itself‭. ‬It now encompasses‭ ‬the entire ecosystem that converts imagery into actionable knowledge‭. ‬A satellite captures the image‭; ‬a ground station receives‭ ‬it‭; ‬cloud infrastructure stores it‭; ‬digital platforms distribute it‭; ‬algorithms analyse it‭; ‬and users interpret it‭. ‬At the end of this chain‭, ‬the resulting information may influence political decisions‭, ‬military operations‭, ‬or media narratives‭.‬

Objectives of the Study

This study seeks to analyse the security and strategic risks associated with commercial satellite imagery during armed conflicts‭. ‬It examines the implications of such imagery for national security‭, ‬its potential role in supporting military targeting and intelligence-gathering activities‭, ‬and the legal and regulatory challenges surrounding the control and dissemination of geospatial‭ ‬data‭. ‬The analysis is particularly relevant given the rapid expansion of commercial actors in the space sector‭, ‬their integration into licensing and regulatory frameworks‭, ‬and their growing interaction with the principles of international humanitarian law‭ ‬and space law‭. ‬The study argues that commercial satellite imagery can no longer be viewed merely as a commercial service or a civilian observation tool‭. ‬Rather‭, ‬it has become part of a broader phenomenon that may be described as‭ ‬“geospatial warfare‭.‬”‭ ‬In this emerging environment‭, ‬the ability to access‭, ‬analyse‭, ‬interpret‭, ‬restrict‭, ‬and strategically release geospatial imagery‭ ‬and video has become an important factor in shaping power balances‭, ‬influencing narratives‭, ‬managing escalation‭, ‬and determining whether actors are exposed to or shielded from accountability‭.‬

Commercial Satellite Imagery and the Militarisation of Geospatial Data

The importance of commercial satellite imagery extends far beyond its visual content‭. ‬Increasingly‭, ‬such imagery has become part‭ ‬of a broader intelligence architecture‭. ‬High-resolution images—particularly those approaching near-real-time availability—can reveal military installations‭, ‬troop movements‭, ‬infrastructure modifications‭, ‬strike effects‭, ‬newly constructed fortifications‭, ‬population evacuations‭, ‬and preparations for military operations‭. ‬When multiple images are compared over time‭, ‬satellite imagery becomes more than a tool for describing reality‭; ‬it becomes a mechanism for identifying intentions and forecasting behaviour‭. ‬Modern military targeting does not rely on a single source of information‭. ‬Instead‭, ‬it is built upon integrated data ecosystems‭. ‬Commercial satellite imagery may constitute one component of these systems‭, ‬alongside aircraft and maritime tracking data‭, ‬publicly available videos‭, ‬unmanned aerial vehicle imagery‭, ‬field intelligence‭, ‬open-source information‭, ‬and automated analytical‭ ‬tools‭. ‬When combined‭, ‬these elements transform imagery from a visual record into operationally relevant intelligence‭. ‬This distinction is particularly important from both legal and strategic perspectives‭. ‬An image released publicly several days after a military strike differs significantly from imagery provided in near real time to a belligerent actor for the purpose of supporting‭ ‬a specific operation‭. ‬The timing‭, ‬precision‭, ‬intended audience‭, ‬and operational integration of the imagery all influence its strategic significance‭.‬

The issue becomes even more consequential with the growing integration of artificial intelligence into geospatial analysis‭. ‬Advanced algorithms for change detection‭, ‬pattern recognition‭, ‬and optical and radar image analysis are capable of dramatically reducing the time required to transform raw imagery into operational conclusions‭. ‬As a result‭, ‬the challenge is no longer solely about access to imagery but also about the speed with which that imagery can be converted into militarily useful knowledge‭. ‬This capability enables the production of sophisticated intelligence products that merge commercial satellite imagery with open-source‭ ‬intelligence‭, ‬aircraft and vessel tracking data‭, ‬and other publicly available information streams‭. ‬In doing so‭, ‬commercial imagery increasingly becomes part of what can be described as geospatial warfare—a form of competition defined not merely by control of territory‭, ‬but by control of information about that territory‭.‬

In such an environment‭, ‬power is measured by the ability to access geospatial information‭, ‬analyse it‭, ‬restrict it‭, ‬manipulate it‭, ‬and deny it to adversaries‭. ‬Geospatial data becomes the connective tissue linking reconnaissance‭, ‬command and control‭, ‬communications‭, ‬targeting‭, ‬battle damage assessment‭, ‬and information operations‭.‬

Moreover‭, ‬this transformation is not limited to major powers‭. ‬The availability of imagery through commercial markets allows relatively weaker actors to compensate for certain intelligence deficiencies‭. ‬Although they may lack sovereign satellite constellations or advanced intelligence infrastructures‭, ‬they can often obtain valuable geospatial information through intermediaries‭, ‬commercial platforms‭, ‬third-party networks‭, ‬or private service providers‭. ‬In doing so‭, ‬commercial imagery contributes to a reconfiguration of power relationships by granting actors visibility that would previously have been beyond their reach‭. ‬Yet these new capabilities come with high costs and vulnerabilities‭. ‬States that rely heavily on commercial imagery‭, ‬communications networks‭, ‬cloud services‭, ‬or privately owned analytical platforms may become dependent on decisions made by commercial providers‭. ‬Such dependencies expose governments and military organisations to corporate policies‭, ‬regulatory restrictions‭, ‬political pressure from host governments‭, ‬shifting access conditions‭, ‬and potential legal or technical disruptions‭. ‬Accordingly‭, ‬reliance on commercial infrastructure represents both an operational opportunity and a source of strategic vulnerability‭.‬

Private Companies and Critical Commercial Infrastructure in Modern Warfare

Private companies operating in the fields of space technology‭, ‬communications‭, ‬cloud computing‭, ‬and artificial intelligence are‭ ‬no longer merely external service providers‭. ‬In many contemporary conflicts‭, ‬they have become integral components of the critical infrastructure that underpins military operations‭. ‬Commercial satellites provide persistent observation‭, ‬satellite communication networks enable connectivity‭, ‬cloud platforms store and process vast volumes of data‭, ‬artificial intelligence accelerates analysis‭, ‬and geospatial firms transform raw information into actionable maps‭, ‬reports‭, ‬and intelligence products‭.‬

This evolution has placed private companies in an unprecedented position‭. ‬They are neither states nor military forces‭, ‬yet they‭ ‬can significantly influence a military’s ability to observe‭, ‬communicate‭, ‬and operate‭. ‬They are not humanitarian organisations‭, ‬yet their services can empower journalists‭, ‬researchers‭, ‬and human rights groups to document violations and increase transparency‭. ‬Nor are they necessarily parties to a conflict‭, ‬yet their decisions—whether to release‭, ‬delay‭, ‬restrict‭, ‬or withhold data and services—can directly affect the conduct of military operations‭.‬

At the heart of this transformation lies the challenge of strategic interdependence‭. ‬When the services of a private company become essential to the operations of a state or a belligerent actor‭, ‬what begins as a commercial relationship can evolve into a strategic one‭. ‬Companies may be compelled to modify their services‭, ‬respond to government pressure‭, ‬comply with regulatory requirements‭, ‬or navigate legal and reputational risks‭. ‬In all cases‭, ‬the availability—or disruption—of their services can become a factor in the broader calculations of war‭.‬

This reality has given rise to a new form of hybrid competition‭. ‬Military advantage is no longer determined solely by control of‭ ‬traditional military platforms‭. ‬Increasingly‭, ‬it depends on control of the networks that enable those platforms to function‭: ‬communications‭, ‬navigation‭, ‬data storage‭, ‬analytics‭, ‬and information distribution‭. ‬Actors capable of disrupting‭, ‬degrading‭, ‬restricting‭, ‬or manipulating these networks may achieve significant strategic effects without engaging in direct military confrontation‭. ‬The issue becomes even more sensitive when commercial providers maintain defence or government contracts‭. ‬A company that supplies satellite imagery to universities‭, ‬researchers‭, ‬or media organisations may simultaneously provide services to military or intelligence agencies‭. ‬Such dual roles raise important questions regarding neutrality‭, ‬transparency‭, ‬conflicts of interest‭, ‬and the extent to which commercial decision-making can remain independent in times of conflict‭.‬

More fundamentally‭, ‬they raise a broader question‭: ‬can commercial actors whose services have operational military significance remain entirely outside the legal and political framework of war‭?‬

The growing integration of private companies into military ecosystems does not automatically make them parties to a conflict‭. ‬It‭ ‬does‭, ‬however‭, ‬complicate their legal and ethical position‭. ‬The closer a company’s services move towards supporting a specific‭ ‬military operation‭, ‬the greater the need to assess both the nature of the service and the context in which it is used‭. ‬Conversely‭, ‬when those services remain within the realm of public dissemination‭, ‬post-conflict documentation‭, ‬research‭, ‬or broad situational awareness‭, ‬they remain more closely aligned with legitimate civilian activity‭. ‬For this reason‭, ‬the decisive factor is not the existence of the imagery or service itself‭, ‬but rather its function‭, ‬timing‭, ‬intended audience‭, ‬and degree of integration into military action‭. ‬A publicly available image released for general awareness is fundamentally different from a tailored intelligence product delivered to support a specific operational objective‭.‬

In this sense‭, ‬commercial companies have emerged as intermediary actors in contemporary warfare‭. ‬They operate at the intersection of state authority and market forces‭, ‬security and transparency‭, ‬civilian services and military support‭, ‬commercial interests‭ ‬and public responsibility‭. ‬This unique position makes them part of the broader equation of modern conflict—even when they do not seek such a role‭. ‬As a result‭, ‬their decisions increasingly carry consequences that extend far beyond the‭ ‬boundaries of a commercial contract or a technical service‭, ‬influencing not only the flow of information but‭, ‬in some cases‭, ‬the‭ ‬conduct and outcomes of war itself‭.‬

The Crisis of Trust in Commercial Satellite Imagery‭: ‬Another Dimension of the Militarisation of Geospatial Data

While commercial satellite imagery has significantly enhanced the ability to uncover facts on the battlefield‭, ‬it has also become a central element in the contest over truth itself‭. ‬Satellite images are increasingly employed to reinforce political narratives‭, ‬deny responsibility‭, ‬amplify perceived losses‭, ‬conceal damage‭, ‬or influence public opinion towards a preferred interpretation of events‭. ‬In the age of artificial intelligence‭, ‬the challenge extends far beyond the misinterpretation of authentic imagery‭.‬‭ ‬It now includes the creation of highly convincing synthetic images and the manipulation of genuine ones in ways that are often‭ ‬difficult to detect in real time‭.‬

The influence of commercial satellite imagery stems largely from its appearance of objectivity‭. ‬Captured from space and seemingly detached from human bias‭, ‬such imagery often carries an inherent sense of credibility‭. ‬Yet this perception can be deceptive‭. ‬Images do not speak for themselves‭; ‬they require selection‭, ‬framing‭, ‬annotation‭, ‬contextualisation‭, ‬comparison‭, ‬and interpretation‭. ‬The actor presenting the image frequently shapes the narrative through which it is understood‭. ‬Consequently‭, ‬the struggle is‭ ‬no longer centred solely on the image itself‭, ‬but increasingly on the interpretation that accompanies it‭. ‬Even authentic imagery‭ ‬can become a tool of misinformation when removed from its original context‭, ‬attributed to the wrong location or time‭, ‬or linked‭ ‬to unsupported conclusions‭. ‬Likewise‭, ‬manipulated or AI-generated imagery can spread rapidly across digital platforms before experts have the opportunity to verify its authenticity‭. ‬The resulting harm extends beyond the circulation of false information‭. ‬It erodes confidence in visual evidence more broadly‭, ‬making it increasingly difficult to distinguish fact from fabrication‭.‬

This creates a particularly troubling paradox‭. ‬As artificial intelligence becomes more capable of generating realistic imagery‭, ‬it also becomes easier for those accused of misconduct or violations to dismiss authentic evidence as fake‭. ‬Claims of manipulation can serve as a convenient political defence‭, ‬regardless of the validity of the underlying evidence‭. ‬In this way‭, ‬visual disinformation produces two mutually reinforcing effects‭: ‬the creation of false imagery and the erosion of trust in genuine imagery‭.‬

Addressing this challenge requires the development of more rigorous standards and methodologies for visual verification‭. ‬High-resolution imagery or a reputable provider can no longer be viewed as sufficient guarantees of credibility‭. ‬Verification must encompass the image’s source‭, ‬acquisition date‭, ‬metadata‭, ‬chain of custody‭, ‬geospatial consistency‭, ‬correlation with other sources‭, ‬and the possibility of manipulation or synthetic generation‭. ‬Technical expertise must also be combined with operational awareness and political and military context‭, ‬as imagery without context can easily lead to incomplete or misleading conclusions‭.‬

Artificial intelligence presents another layer of risk‭. ‬Beyond generating fabricated imagery‭, ‬it can also produce flawed interpretations of authentic data‭. ‬Algorithms may incorrectly identify locations‭, ‬patterns‭, ‬or changes‭, ‬and these inaccuracies can subsequently influence intelligence assessments‭, ‬political decisions‭, ‬or military planning‭. ‬As a result‭, ‬algorithmic accountability‭ ‬has become inseparable from the credibility of the imagery itself‭, ‬while the integrity of the entire data chain has become as important as the reliability of the visual evidence‭.‬

From Imagery to Targeting‭: ‬Legal and Ethical Challenges

Commercial satellite imagery raises a fundamental legal and ethical question‭: ‬when does imagery remain a legitimate civilian activity‭, ‬and when does it begin to contribute to hostilities‭? ‬International humanitarian law distinguishes between civilians and combatants‭, ‬as well as between civilian infrastructure and military objectives‭. ‬Yet these distinctions become increasingly difficult to apply when civilian companies provide imagery or analytical services that may support military operations‭.‬

Not all commercial satellite imagery constitutes military assistance‭. ‬Publicly available imagery‭, ‬post-strike documentation‭, ‬humanitarian assessments‭, ‬and journalistic investigations generally remain within the sphere of legitimate civilian activity‭. ‬However‭, ‬the provision of recent‭, ‬tailored imagery to a belligerent party for the purpose of facilitating a specific strike or enhancing targeting accuracy enters a far more complex legal domain‭. ‬In such circumstances‭, ‬the imagery may become integrated into the‭ ‬conduct of hostilities or the direct preparation for them‭.‬

This distinction highlights the difference between imagery as documentation and imagery as an operational service‭. ‬A satellite image released publicly days after an event differs fundamentally from imagery commissioned for a specific location‭, ‬collected at‭ ‬a specific time‭, ‬analysed for a specific client‭, ‬and delivered in support of an ongoing military operation‭. ‬The greater the degree of customisation‭, ‬immediacy‭, ‬and operational relevance‭, ‬the closer commercial support moves towards the legal debate surrounding direct participation in hostilities‭.‬

The issue extends beyond individuals to encompass infrastructure and technical systems‭. ‬Employees of commercial firms generally‭ ‬retain civilian status‭, ‬yet questions may arise regarding ground stations‭, ‬processing centres‭, ‬satellites‭, ‬cloud networks‭, ‬or data interfaces if they make an effective contribution to military operations and their disruption would provide a definite military advantage‭. ‬Nevertheless‭, ‬this does not mean that every satellite‭, ‬server‭, ‬or commercial facility automatically becomes a lawful military objective simply because it possesses some military utility‭.‬

The challenge lies in the inherently dual-use nature of commercial systems‭. ‬The same infrastructure may simultaneously serve businesses‭, ‬journalists‭, ‬researchers‭, ‬humanitarian organisations‭, ‬civilian agencies‭, ‬and military users‭. ‬Any military action directed against such systems must therefore comply with the principles of distinction‭, ‬proportionality‭, ‬and precaution‭. ‬Disrupting a‭ ‬commercial network may affect civilian populations‭, ‬humanitarian activities‭, ‬and the international community’s ability to monitor and verify the consequences of conflict‭. ‬Potential military value alone cannot serve as a blanket justification for targeting‭ ‬commercial infrastructure‭.‬

An equally significant concern is the risk of misclassification‭. ‬Treating all forms of commercial support as military threats could dangerously expand the range of potential targets and undermine civilian protections‭. ‬Conversely‭, ‬assuming that all commercial activity remains protected regardless of its operational role could enable private companies to become instruments of warfare‭ ‬without adequate accountability‭. ‬The key consideration‭, ‬therefore‭, ‬is not the commercial nature of the service itself‭, ‬but its‭ ‬function‭, ‬timing‭, ‬intended user‭, ‬and operational context‭.‬

In this regard‭, ‬contemporary conflicts may not necessarily require entirely new legal frameworks as much as they require a more‭ ‬precise application of existing principles‭. ‬The critical questions are not whether imagery is commercial or military in origin‭, ‬but how it was used‭, ‬who received it‭, ‬when it was provided‭, ‬whether it was publicly available or specially commissioned‭, ‬and whether it contributed to general situational awareness or directly supported a specific hostile act‭. ‬These factors ultimately determine the legal and ethical implications associated with commercial satellite imagery‭.‬

A framework of responsible governance should rest on three complementary pillars‭. ‬First‭, ‬commercial providers must establish clear standards governing access‭, ‬dissemination‭, ‬and delivery timelines‭. ‬Second‭, ‬governments must maintain robust licensing and oversight mechanisms for private-sector actors operating in this increasingly strategic domain‭. ‬Third‭, ‬the international community‭ ‬must work towards more consistent norms and regulatory frameworks capable of preventing geospatial data from becoming an unrestricted instrument of military targeting‭.‬

Conclusion

The future of warfare will be shaped not only by who possesses the most advanced weapons‭, ‬but also by who controls the image‭, ‬manages its flow‭, ‬interprets its meaning‭, ‬and decides when it is revealed—or withheld‭. ‬In an era defined by the convergence of commercial satellites‭, ‬artificial intelligence‭, ‬digital platforms‭, ‬and cloud computing‭, ‬the struggle for visibility has become inseparable from the struggle for power‭, ‬influence‭, ‬and truth‭. ‬The central challenge is neither to prohibit commercial satellite imagery nor to permit its unrestricted use‭. ‬Rather‭, ‬it is to establish a framework of responsible governance capable of distinguishing between commercial‭, ‬humanitarian‭, ‬and military-operational applications‭; ‬between post-strike documentation and real-time targeting support‭; ‬and between transparency that promotes accountability and transparency that creates security vulnerabilities‭.‬

Achieving this balance requires clearer responsibilities for commercial providers‭, ‬more effective oversight by states‭, ‬and more‭ ‬stable international norms governing the use of geospatial data during armed conflict‭.‬

Ultimately‭, ‬the militarisation of geospatial data imposes a new responsibility on governments‭, ‬private companies‭, ‬journalists‭, ‬researchers‭, ‬and international organisations alike‭: ‬to preserve the right to observe without transforming it into an instrument of harm‭, ‬and to safeguard security without allowing it to become a justification for obscuring the truth‭. ‬Between these two imperatives lies one of the defining ethical challenges of modern warfare‭, ‬where managing the relationship between imagery‭, ‬analysis‭,‬‭ ‬targeting‭, ‬and accountability has become essential to protecting both human life and objective truth‭.‬

By‭: ‬Professor Wael Saleh‭ ‬‭(‬Director at TRENDS Research‭ & ‬Advisory‭ ‬–‭ ‬France and Canada‭)‬

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