Get the best view on oil fundamentals
Realtime updates and alerts on unusual movements, emerging trends or structural changes before EIA, IEA and JODI reporting
Get reliable data derived from satellite imagery and position tracking
for utilities and power generation
Measure final demand
Kayrros monitors energy demand anywhere in the world in near realtime by leveraging cutting-edge satellite imagery processing technologies.
Gas & Power
With Kayrros LNG and power products, be the first to know about changes in gas supply, flows and power demand, with global coverage at a granular level.
Superior visibility on base metals and bulk commodities
Monitor market supply by assessing the production rate of opencast mines worldwide
Quantify levels of over or under supply in the market by measuring inventory levels
Understand the level of underlying demand by monitoring the consumption of mining commodities in smelters and steel mills
Metals & Minerals
Anticipate changes in the market by monitoring the supply chain from mine pit to end user
Track CO2 emissions
Track CO2 emissions in near realtime
Carbon Watch leverages innovative data to deliver a comprehensive daily breakdown by sector (Power Generation, Transport, Heavy Industry, Residential, Aviation, Shipping) and by country.
Spot any unexpected deviations in the rate of carbon emissions as an indicator of changes in the price of carbon credits.
Boost your trading strategy
Improve your crude oil balance
Assess capacity utilization Be the first to know and reduce risks
Integrate the Kayrros API with ease
Pick the right stock and decarbonize your portfolio
of your portfolio
Manage the environmental impact
The finance industry does not need yet another ESG rating based on opaque company reports and proprietary methodologies.
Lower your portfolio’s
The advantage of near-realtime methane emission detection and measurement versus today’s benchmark engineering estimates lies in its potential to disrupt company valuations...
Equity & Credit
Base your investment decisions on detailed understanding of company operational and environmental performance.
Identify liabilities and compare operational performance
of target versus peers
Operational performance is a key value driver in the oil & gas industry, yet company reports often lack the detail necessary to evaluate productivity and forecast profitability
Real Assets & Private Equity
Conduct due diligence on the history and risk profile for a wide range of physical assets. Base your investment decisions on detailed company understanding.
Activity index and key economic indicators in real time
thanks to real time measurement
Anticipate key economic indicators
Macro strategists require holistic views of the economy to allocate capital among different asset classes, but this task is complicated.
Targeted and timely intelligence on economic activity leads to better investment decisions. Anticipate the timing and pace of recovery across different sectors.
Base your investment decisions on company performance and timely intelligence on economic activity. Conduct due diligence on the history and risk profile of physical assets.
The time to act is now
Reduce your Carbon Footprint
Measurement of methane emissions is already possible on a global scale.
along your Infrastructure
Manage Risks and Reduce Costs
Satellite monitoring helps you protect your infrastructure from hazards.
Simplify your mine planning
Mines & Quarries
Measure mining productivity, audit your contractors, and measure progress against plan without the risks and costs associated with drone surveys
Secure lower prices
Sales & Procurement
Improve your negotiating position and secure better outcomes using unique superior market intelligence on the supply chain
Reduce your carbon footprint, measure your productivity, manage physical risks and gain insights on your supply chain.
Monitor greenhouse gas
Regulation, Taxation and Compliance
Use satellite imagery rather than desktop estimates to deliver green policies such as a carbon border tax
Measure methane emissions
Replace desktop estimates with actual data on methane emissions in order to guide mitigation policies.
Policymakers and regulators can now go beyond the voluntary disclosure of greenhouse gas emissions, and set course for a low-carbon economy
Methane monitoring system
Methane is the second biggest driver of climate change, but there can be no effective action without proper data.
Track CO2 emissions
is an automated tool that relies on a combination of public data sources, satellite imagery and big data to compute carbon emissions in near realtime.
Nature-based solutions at scale
Kayrros Biomass Watch is an innovative approach that combines different data sources in order to determine the amount of carbon offsets that can be issued every year from a given area.
The future of ESG
Environmental Impact Monitor
Accurate and granular data on GHG emissions and other environmental metrics
Enable nature-based solutions at scale. Track CO2 emissions and monitor methane sources around the globe in near realtime.
Climate risk and resilience
Monitor flooding events and assess the impact
Kayrros provides a water depth map for each event, allowing for accurate risk mapping and impact assessment.
Reduce the risk of wildfires and improve damage assessment
Kayrros leverages historical damage assessment data to select hazard attributes, ranging from ecological and vegetation parameters to human impact and infrastructure proximity.
Climate risk and resilience
Anticipate and measure impact of climate-related events that include flooding and wildfires, protect your assets, and assess damage in near real-time
Kayrros integrates satellite imagery, alternative data and market information on the leading global asset observation platform to deliver customer-specific solutions for decision-making in the energy, natural resource and industrial markets, while empowering governments, companies and investment markets to reduce environmental emissions and navigate climate and energy-transition risks.
Mastery of remote sensing data
Remote Sensing Expertise
Kayrros scientists apply state-of-the-art image processing methods to extract the most possible information from each pixel to maximise accuracy.
as our top priorities
Privacy and Security
Kayrros routinely works with clients who expect the highest standards to protect their intellectual property.
Across all industries
Global Asset Database
Using a collection of over 200,000 assets that have been meticulously mapped and researched by Kayrros analysts, insights are gained faster.
Asset tracking across the globe
Kayrros technologies enable analysis to be conducted on a global scale, tracking millions of assets efficiently.
The Kayrros Asset Observation Platform allows industrial assets worldwide to be tracked by combining data fusion with cutting-edge asset observation technologies
Precise all-weather imaging
Kayrros technologies leverage the full extent of European Space Agency Sentinel-1 data to extract accurate measurements at scale.
Customizable revisit frequency
Partnerships with SAR operators provide a virtual satellite constellation with the highest revisit frequency and greatest acquisition flexibility.
Synthetic Aperture Radar
Synthetic Aperture Radar (SAR) data enable accurate asset monitoring in any weather conditions, day or night, while capturing signals directly from the ground.
Large-scale, multi-spectral monitoring
Sentinel-2 data are used for large-scale monitoring applications in Kayrros Studio. Acquisition parameter stability permits complex processing and signal extraction.
PlanetScope optical imagery data represent the best trade-off between image resolution (3m), revisit frequency (less than a day) and cost.
Unparalleled contextual information
High-resolution optical data add unparalleled contextual information to the data sources available in Kayrros Studio.
Optical satellite images cover a wide range of resolutions and acquisition parameters to increase value in asset monitoring applications.
Scalable 3D measurements
Kayrros extracts accurate and scalable 3D volume measurements from high-resolution satellite imagery using photogrammetry techniques.
Gas concentrations and emission tracking
Kayrros has been the first to use state-of-the-art hyperspectral satellite sensors to track gas emissions and measure their concentrations.
Kayrros has unparalleled expertise in processing massive, anonymized geolocation datasets to track operations across industrial assets
Web and Text Data
Connect newsfeeds, social media and web datasets with remote-sensing data through the Kayrros Asset Observation Platform.
Kayrros teams combine more than 150 years experience in satellite imagery processing, computer vision and machine learning applied to images.
Kayrros processing algorithms convert complex data such as layered satellite imagery or massive amounts of location data into a form that can be fed into downstream models, such as time-series data.
Insight algorithms are ready-to-use processing methods that transform processed remote-sensing data into actionable datasets for decision-makers.
Kayrros measures and monitors energy flows, natural resource stocks and industrial activity worldwide by harnessing machine learning, natural language processing and advanced mathematics to satellite imagery, geolocation data, textual information and other alternative data.
Listen to or register for a Kayrros webinar and engage with experts on current events in climate and energy-transition risk and in the energy and natural resource markets.
Q12022 data raise concerns about greenhouse gas footprint amid calls for higher oil and gas...Read more
Coal-fired power generation in China plummeted in early May to its lowest level in four years but...Read more
Read the latest Kayrros briefings on energy and natural resources based on geoanalytics and earth observation technology.
In the press
Read the latest coverage on Kayrros in the world press
Explore Kayrros press releases
Follow Kayrros upcoming events
Kayrros solutions are rapidly scalable and continually expanded to new geographies and new sources of data for a sustainable future in the energy, natural resource and industrial markets. Read new Kayrros reports and blog posts, register for upcoming webinars or engage with Kayrros experts.
Who we are
We are more than 150 people representing more than 20 nationalities with a variety of technical and market disciplines.
Help bring transparency to the world by changing energy, natural resources and industrial markets for the better.
Kayrros is the leading global energy and environmental geoanalytics company that helps governments, companies and investment markets make better decisions. Kayrros delivers deep insight into climate and energy-transition risk and extracts value by integrating alternative and market data into solutions and products across global energy, natural resource and industrial markets.
is an open-access platform that gives realtime measurements of country-level carbon emissions for all key sectors: electricity, heavy industry, transportation and residential use.
Biomass Carbon Monitor
is an international project providing for the first time regularly updated, science-based estimates of quarterly changes in above-ground biomass carbon, referred to as biomass carbon stocks.
Kayrros provides for the first time open-access platforms with regularly updated data for environment
Necessary cookies are absolutely essential for the website to function properly. These cookies ensure basic functionalities and security features of the website, anonymously.
|__cfduid||1 month||The cookie is used by cdn services like CloudFare to identify individual clients behind a shared IP address and apply security settings on a per-client basis. It does not correspond to any user ID in the web application and does not store any personally identifiable information.|
|_GRECAPTCHA||5 months 27 days||This cookie is set by Google. In addition to certain standard Google cookies, reCAPTCHA sets a necessary cookie (_GRECAPTCHA) when executed for the purpose of providing its risk analysis.|
|cookielawinfo-checkbox-advertising||6 months||This cookie is used to store your consent for the cookies in the category "Display personalised advertising and measure their performance".|
|cookielawinfo-checkbox-audience||6 months||This cookie is used to store your consent for the cookies in the category "Website and content audience measurement".|
|cookielawinfo-checkbox-necessary||6 months||The cookies is used to store the user consent for the cookies in the category "Necessary".|
|cookielawinfo-checkbox-social||6 months||This cookie is used to store your consent for the cookies in the category "Interact on social media".|
|PHPSESSID||session||This cookie is native to PHP applications. The cookie is used to store and identify a users' unique session ID for the purpose of managing user session on the website. The cookie is a session cookies and is deleted when all the browser windows are closed.|
To personalise the advertising displayed on our website or about our products and services on the websites of third parties, including social media, and/or to enable our partners to display such personalised advertising, we and our partners base ourselves on your personal profile and interests which are deduced and combined from your browsing and behaviour on our website and/or on third party apps and websites you visited before and after your visit on our website (i.e. the type of websites and apps you visited, the content you viewed, the advertisements you interacted with) as well as your location, or demographic information.
The performance and effectiveness of ads that you see or interact with can be measured. To measure ad performance, Kayrros' partners can:
Measure whether and how ads were delivered to and interacted with by a user;
Provide reporting about ads including their effectiveness and performance as well as users who interacted with ads;
Provide reporting to publishers about the ads displayed on their property;
Measure whether an ad is serving in a suitable editorial environment (brand-safe) context;
Determine the percentage of the ad that had the opportunity to be seen and the duration of that opportunity;
Combine this information with other information previously collected, including from across websites and apps.
If you refuse such cookies, Kayrros and its partners will not be able to display personalised advertising and measure their performance.
|_dc_gtm_UA-XXXXXXXXX-X||1 minute||Google Tag Manager - Used to help identify the visitors by either age, gender, or interests by DoubleClick.|
|_fbp||3 months||This cookie is set by Facebook to deliver advertisement when they are on Facebook or a digital platform powered by Facebook advertising after visiting this website.|
|AnalyticsSyncHistory||1 month||This cookie is set by Linkedin to store information about the time a sync with the lms_analytics cookie took place for users in the Designated Countries|
|fr||3 months||The cookie is set by Facebook to show relevant advertisements to the users and measure and improve the advertisements. The cookie also tracks the behavior of the user across the web on sites that have Facebook pixel or Facebook social plugin.|
|lidc||1 day||This cookie is set by LinkedIn and used for routing.|
|personalization_id||6 months||This cookie is set by twitter.com. It is used integrate the sharing features of this social media. It also stores information about how the user uses the website for tracking and targeting.|
|test_cookie||15 minutes||This cookie is set by doubleclick.net. The purpose of the cookie is to determine if the user's browser supports cookies.|
|UserMatchHistory||1 month||Linkedin - Used to track visitors on multiple websites, in order to present relevant advertisement based on the visitor's preferences.|
Authorising website and content audience measurement cookies allow Kayrros and its partners to analyse your browsing and generate statistics on traffic and performance that are useful for improving the website and our services, including existing systems and software as well to develop new products.
They enable us to understand how you interact with the website, to know the use and performance of the various elements making up the website (the pages and content visited, the path taken on the website, the time spent on certain content) and the volume of traffic (the pages or sections most often consulted, the articles most frequently read).
To measure content performance, Kayrros' partners can: Measure and report on how content was delivered to and interacted with by users; Provide reporting, using directly measurable or known information, about users who interacted with the content; Combine this information with other information previously collected, including from across websites and apps.
Kayrros' partners can also: Use information to improve their existing products with new features and to develop new products; Create new models and algorithms through machine learning.
If you refuse these cookies, we will not be able to analyse the traffic and browsing on our website in order to improve it and enhance our services.
|_ga||6 months||This cookie is installed by Google Analytics. The cookie is used to calculate visitor, session, campaign data and keep track of site usage for the site's analytics report. The cookies store information anonymously and assign a randomly generated number to identify unique visitors.|
|_gat_UA-XXXXXXXXX-X||1 minute||Google Analytics cookie to throttle the request rate.|
|_gcl_au||3 months||This cookie is used by Google Analytics to understand user interaction with the website.|
|_gid||1 day||This cookie is installed by Google Analytics. The cookie is used to store information of how visitors use a website and helps in creating an analytics report of how the website is doing. The data collected including the number visitors, the source where they have come from, and the pages visted in an anonymous form.|
|prism_610875056||1 month||Active campaign - Used for tracking users|
|VISITOR_INFO1_LIVE||5 months 27 days||This cookie is set by Youtube. Used to track the information of the embedded YouTube videos on a website.|
|YSC||session||This cookies is set by Youtube and is used to track the views of embedded videos.|
Kayrros and its partners use social media buttonns to allow you to interact on social media and/or share content.
These cookies allow you to interact directly from our website with the modules of the social media and to share the content of our website or to inform the users of these social media of your consultation or your opinion on it, when you click for example on the "Share" or "Like" modules of these social media. If you accept the placement of such cookies and you are connected to the social media while browsing our website, the sharing buttons make it possible to link the content consulted to your user account.
Our site also contains links to our pages on these social networks.
|bcookie||6 months||This cookie is set by linkedIn. The purpose of the cookie is to enable LinkedIn functionalities on the page.|
|bscookie||6 months||This cookie is a browser ID cookie set by Linked share Buttons and ad tags.|
|lang||session||This cookie is used to store the language preferences of a user to serve up content in that stored language the next time user visit the website.|