Page de contact Carbon watchFlorian Brossard2021-12-14T15:35:25+01:00
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
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