How can the vantage of space give you strategic advantage on Earth?

Now, three key developments are unlocking novel capabilities and innovative use cases for satellite observation and sensing data:

• Smaller, more powerful and cheaper satellites thanks to the decisive shift to commercial development of satellites over the last decade.
• A suite of powerful enabling technologies increasing the accessibility and utility of Earth observation and sensing data, opening an array of use cases.
• Fast-growing market infrastructure propelled by access to open-source data and substantial venture capital investment.

Advanced sensors

Just as the cameras in our smartphones have become increasingly sophisticated, satellite-mounted sensors are gathering deeper, granular, and more varied data, generating novel insights across a range of applications and industries:

• Improved optical sensors reveal fine-grained views of our planet’s natural systems and human activity with commercial providers achieving resolutions of 0.3m².
• Powerful hyperspectral sensors on satellites capture data on physical characteristics at the molecular level (e.g., soil minerals, vegetation types, emissions, water quality).
• Synthetic aperture radar provides visibility where optical instruments can’t, penetrating clouds and smoke, and “seeing” in the dark, to generate high-resolution ground imagery.

Computing power, artificial intelligence (AI) automation and edge intelligence

Sifting through the terabytes of satellite data beamed to Earth daily to unearth relevant intelligence and insights is a critical step in extracting business value.

Three key technologies are coming together to make the process more efficient and democratize access to space data insights:

• Cloud-based applications, handling the storage and computing requirements of processing voluminous space data.
• Machine learning (ML), automating image analysis.
• Edge AI capabilities, allowing satellites to process imaging data onboard and relay only the most relevant insights to the ground in almost real time.

“The compute power and abstraction of cloud tools allow a broader set of users to take the large volumes of amazing Earth observation data and turn it into actionable insights,” says Nicholas Moretti, Senior Program Manager, Microsoft Azure Space.

Communication infrastructure

Connectivity is imperative to get our hands on timely satellite-generated data. Here, too, technology plays an enabling role:

• Maturing free space optical communication is transmitting growing volumes of data to the ground and back more quickly.
• Improved ground station infrastructure is increasing accessibility and reducing transmission and reception latency.

Fast-growing market infrastructure

Propelled by access to open-source satellite data and substantial venture capital investment to leverage these new capabilities, the market infrastructure and value chain linking satellites and the data they collect for enterprises are evolving quickly:

• An extensive ecosystem of providers is emerging to on-ramp satellite-based intelligence into enterprise strategy and operations.
• Satellite data is being combined with other datasets, such as IoT and mobile phone data, to paint a more detailed picture of the multiple variables affecting an enterprise’s operations, assets, customers, productivity and more.

With Earth observation data now free and open to use, interested individuals and more crucially, commercial companies began to mine it, package it and sell solutions.

“Business leaders still need education on what Earth observation data can do for them,” says Dr. Brian Killough, former NASA Earth Science leader. “They are asking, what is being measured, and how do I infuse it into my business? We are just beginning to unlock the huge potential of this treasure trove of insight.”

Speeding disaster detection and response

Perhaps the most public use case for satellites is providing first responders with the situational awareness to efficiently allocate resources to those most in need. Machine learning applied to satellite data helped track the Australian bushfires in 2020. Similarly, satellite imagery aided the rescue and recovery efforts after New Zealand was hit by cyclone Gabrielle earlier this year.

”We are going to revolutionize disaster response by leapfrogging communications and data technology,” says Dr. Rebecca Allan, Co-Director Swinburne Space Technology and Industry Institute. “Edge computing on satellites and dedicated grounds stations will remove steps in putting critical imagery of ground conditions in the hands of first responders, reducing the turnaround time from a day or more to hours.”

Monitoring asset and infrastructure risk

Another important use case for remote sensing and observation is assessing key assets and infrastructure for exposure to natural hazards and the risk of operational disruption. This capability particularly benefits businesses in sectors with critical, always-on infrastructure, such as energy, water and transportation.

Satellite imagery helps asset-heavy enterprises:

• Plan for contingencies and redundancies.
• Monitor physical infrastructure not only for problems but also signal for preventative maintenance.
• Avoid expensive “truck rolls”.
• Minimize human interactions with hazardous infrastructure.

Improving supply chain resilience

The need to build diverse and more resilient supply chains has become urgent in the wake of disruptions stemming from the COVID-19 pandemic. Satellite data helps to optimize routes and monitor production levels by assessing activity levels at factories, ports and other supply chain links. Given the imaging resolution now possible, commodity traders can even assess the volume of oil production and trade from the shadow cast by oil tankers as they cross the oceans.

Combined with demand forecasts and other data, satellite data can support improved supply chain efficiency and inventory planning.

Selected sector-based use cases

New skill sets and capabilities required

Numerous use cases demonstrate the opportunity to drive value with Earth observation and sensing data. However, realizing this value requires specialized skills and capabilities which most companies don’t currently possess.

While custom high-resolution images can be procured within hours, teams need to be able to bring together AI, machine learning, and data science to distill insight from them.

For business leaders, the question of whether to build in-house capabilities or work with business partners will depend on several factors:

• Anticipated breadth of use of Earth observation and sensing data.
• The degree to which the data and capabilities will be strategic to the business.
• The opportunity for spill-over benefits into the organization’s innovation and technology strategy.

Satellites provide both big picture and close-up perspectives, generating increasingly rich data on the current state of the environment and how it’s changing.

As companies contend with new sustainability reporting expectations and requirements, the democratization of space data creates new opportunities and new accountability:

• Growing volumes of rich space data offer companies a critical resource for assessing, reporting on, and improving their sustainability performance.
• An expanding ecosystem of public and private organizations utilizing this data creates new opportunities for productive partnerships to accelerate corporate action on sustainability.
• Space data empowers stakeholders to monitor the sustainability performance of companies and hold them accountable for their pledges, increasingly limiting the ability of companies to selectively disclose and reducing their control over their sustainability narratives.

“Now is the time for private and public sector leaders to understand what Earth observation data reveals about their global footprint and impact, both to manage sustainability risks and accelerate progress on climate, biodiversity and other goals,” says Amy Brachio, EY Global Vice Chair of Sustainability.

Eying global greenhouse gas (GHG) transparency

Climate-focused non-governmental organizations (NGOs) are leveraging open-source satellite data and AI to quantify and inventory the largest individual sources of GHG emissions.

Climate TRACE, a non-profit coalition, has mapped over 80,000 emitting physical assets globally in two dozen sectors, in addition to providing independent emissions estimates for every country on the planet.¹ The organization synthesizes data from 300 satellites and more than 11,000 sensors with other ground truth data sets to train AI or ML algorithms, which can then be used to make estimates globally.

“The public availability of satellite data has been tremendously helpful to us, along with advances in artificial intelligence and machine learning. We’re building on tried and tested analytical approaches and massively expanding them globally,” says Lekha Sridhar, Senior Policy Analyst with WattTime, one of the Climate TRACE coalition member organizations.

Other NGOs are launching their own, purpose-built, satellite missions to identify and quantify emissions sources. The Environmental Defense Fund (EDF) and Carbon Mapper both will have satellites focused on detecting methane, a greenhouse gas 80 times more warming than CO2.

“Satellite emissions monitoring also provides an important opportunity to build confidence in underground carbon capture and storage,” says Mathew Nelson, EY Oceania’s Chief Sustainability Officer. “Monitoring and verifying the lack of emissions from carbon capture and storage (CCS) sites could help answer concerns about leaks and accelerate the adoption of these solutions.”

Together, organizations such as Climate TRACE, EDF, and Carbon Mapper will illuminate the climate performance of high-emitting industries at a very granular level while offering a hand of collaboration to companies seeking to improve.

Unlocking capital for nature-based carbon solutions

Concerns related to the monitoring, reporting and verification of nature-based carbon offsets and removals have constrained investment in both established classes of projects (e.g., forest preservation) and emerging ones (e.g., soil sequestration).

Increasing confidence in the additionality, performance and permanence of nature-based projects would help unlock the capital needed to scale carbon markets.

Satellites are already playing a role as organizations:

• Combine satellite remote sensing data with AI to define, quantify and certify carbon projects.
• Use satellite data to independently assess and rate nature-based projects, often highlighting disparities with reported performance.

Given the growing number of satellite data sources, coordination among standard-setting organizations on the use of satellite data and a system of assurance on satellite imagery would also bolster confidence in nature-based credits.

LEAPing into TNFD reporting with satellite data

Satellite data will likely become an important tool for many companies assessing and disclosing their nature-based risks under the Taskforce on Nature-based Financial Disclosures (TNFD). The TNFD’s four-step “LEAP” assessment framework (released in September 2023) asks companies to report on nature-related dependencies, impacts, risks and opportunities with a comprehensiveness many organizations will find both novel and challenging.

Satellites’ ability to provide both systemic and pinpoint insights into ecosystems anywhere can help many corporates to meet this assessment challenge, particularly in the “L” step (Locate interfaces with nature) and the “E” step (Evaluate dependencies and impacts).

While financial institutions typically do not possess the geolocation data of the physical assets and operations of their portfolio companies, satellite data can support TNFD assessment of more discrete investments (e.g., project finance, real assets, infrastructure).

Meeting the challenges of nonfinancial reporting

The ability of satellite data to provide insights into a wide range of sustainability issues can support voluntary and required nonfinancial reporting. Earth sensing and observation data can be applied to:

• Establishing ecological baselines and impacts relative to a company’s operational footprint.
• Determining local ecological thresholds and biodiversity characteristics.
• Providing insights into the sustainability performance of value chain participants.
• Substantiating sustainability claims and progress.

Integration of double materiality principles into national and international reporting frameworks, such as the EU Corporate Sustainability Reporting Directive, will likely accelerate the use of satellite data in nonfinancial reporting. As companies undertake impact assessments to establish double materiality, satellite data can provide important data related to natural systems and resources.

“The ability of satellites to provide multi-dimensional insights into natural systems over time – climate, pollution, water, biodiversity and more – allows companies to better understand the context in which they operate and how their operations impact, and benefit from, biospheres,” says Ben Taylor, EY Global Climate Change and Sustainability Strategy and Markets Leader. “This could make satellite data an important contributor to companies’ baselining, target setting, and monitoring of progress on sustainability.”

Existential risks

The concern of collision risk is growing as operators put new constellations of satellites into orbit without deorbiting many defunct or failed pieces of hardware. Tiny pieces of debris can be lethal in the space environment. The task of keeping track of and maneuvering around them increases in complexity daily.