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        • Decarbonize your trade portfolio
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        • Make successful trading decisions for your gas & LNG portfolio
          • LNG Liquefaction Plant Monitor
          • LNG Flow Tracker
        • Measure final demand in regions of interest
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    • Investors
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        • Pick the right stock
        • Manage your Climate Risk
      • Real Assets & Private Equity
        • Analyze 50 years of operational history
        • Compare operational performance
      • Macro
        • Anticipate key economic indicators
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      • Reduce your carbon footprint
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      • Manage physical risks
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  • Home
  • Solutions
    • Traders
      • Oil
        • Make profitable trades
          • US Production
          • OPEC Production
          • Inventories
          • Refining
        • Measure actual oil demand everywhere
          • On-Road Diesel and Gasoline Consumption Index
          • Petroleum Products Demand Forecast
        • Decarbonize your trade portfolio
          • Methane Watch
          • Flaring Watch
      • Gas & Power
        • Make successful trading decisions for your gas & LNG portfolio
          • LNG Liquefaction Plant Monitor
          • LNG Flow Tracker
        • Measure final demand in regions of interest
      • Metals & Minerals
        • Mine activity
        • Stockpiles
        • Intermediate Demand
        • Final Demand
    • Investors
      • Equity & Credit
        • Pick the right stock
        • Manage your Climate Risk
      • Real Assets & Private Equity
        • Analyze 50 years of operational history
        • Compare operational performance
      • Macro
        • Anticipate key economic indicators
        • Activity Index following major global events
    • Operations
      • Reduce your carbon footprint
      • Mines and quarries
      • Manage physical risks
      • Sales & Procurement
    • Public sector
      • Regulation, Taxation and Compliance
      • GHG Inventory
  • Technology
    • Satellite
      • SAR
        • Sentinel-1 Satellite Data
        • High-Resolution Data
      • Optical
        • Sentinel-2 Satellite Constellation
        • Planetscope
        • High-Resolution Optical Imagery
      • 3D Reconstruction
      • Hyperspectral
    • Geolocation
    • Text
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      • Kayrros reservoir
      • Kayrros Studio
      • Kayrros Production
      • Applications
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    • Who are we?
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  • Home
  • Solutions
    • Traders
      • Oil
        • Make profitable trades
          • US Production
          • OPEC Production
          • Inventories
          • Refining
        • Measure actual oil demand everywhere
          • On-Road Diesel and Gasoline Consumption Index
          • Petroleum Products Demand Forecast
        • Decarbonize your trade portfolio
          • Methane Watch
          • Flaring Watch
      • Gas & Power
        • Make successful trading decisions for your gas & LNG portfolio
          • LNG Liquefaction Plant Monitor
          • LNG Flow Tracker
        • Measure final demand in regions of interest
      • Metals & Minerals
        • Mine activity
        • Stockpiles
        • Intermediate Demand
        • Final Demand
    • Investors
      • Equity & Credit
        • Pick the right stock
        • Manage your Climate Risk
      • Real Assets & Private Equity
        • Analyze 50 years of operational history
        • Compare operational performance
      • Macro
        • Anticipate key economic indicators
        • Activity Index following major global events
    • Operations
      • Reduce your carbon footprint
      • Mines and quarries
      • Manage physical risks
      • Sales & Procurement
    • Public sector
      • Regulation, Taxation and Compliance
      • GHG Inventory
  • Technology
    • Satellite
      • SAR
        • Sentinel-1 Satellite Data
        • High-Resolution Data
      • Optical
        • Sentinel-2 Satellite Constellation
        • Planetscope
        • High-Resolution Optical Imagery
      • 3D Reconstruction
      • Hyperspectral
    • Geolocation
    • Text
    • Platform
      • Kayrros reservoir
      • Kayrros Studio
      • Kayrros Production
      • Applications
  • Resources
    • Topical reports
    • Webinars
    • Blog
  • About
    • Who are we?
    • Our press
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  • Solutions

    Traders

    Oil

    Get the best view on oil fundamentals

    Make profitable trades

    with reliable crude oil mass balances

    US Production

    OPEC Production

    Inventories

    Refining

    Bottom-up measurements

    of petroleum product consumption

    On-Road Diesel & Gasoline Consumption Index

    Jet Fuel Demand Tracker

    Decarbonize

    your trade portfolio

    Methane Watch

    Flaring Watch

    Oil

    Realtime updates and alerts on unusual movements, emerging trends or structural changes before EIA, IEA and JODI reporting

    Gas & Power

    Get reliable data derived from satellite imagery and position tracking

    Make successful trading decisions

    for your gas and LNG portfolio

    LNG Liquefaction Plant Monitor

    LNG Flow Tracker

    Measure final demand

    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.

    Metals & Minerals

    Superior visibility on base metals and bulk commodities

    Mine activity

    Mine-level monitoring

    Mine activity

    Monitor market supply by assessing the production rate of opencast mines worldwide

    Stockpiles

    Measure stockpiles

    Stockpiles

    Quantify levels of over or under supply in the market by measuring inventory levels

    Intermediate demand

    Asset-level monitoring

    Intermediate demand

    Understand the level of underlying demand by monitoring the consumption of mining commodities in smelters and steel mills

    Final demand

    Asset-level monitoring

    Final demand

    Be the first to identify inflection points in manufacturing and other end-use markets

    Metals & Minerals

    Anticipate changes in the market by monitoring the supply chain from mine pit to end user

    Traders

    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

    Investors

    Equity & Credit

    Pick the right stock and decarbonize your portfolio

    Manage

    your climate risk

    Manage

    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.

    Real Assets & Private Equity

    Identify liabilities and compare operational performance

    Compare performance

    of target versus peers

    Compare performance

    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.

    Macro

    Activity index and key economic indicators in real time

    Anticipate key economic indicators

    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.

    Activity Index

    following major global events

    Activity Index

    Events such as the COVID-19 virus do not represent business as usual. In such cases, the past is not a useful guide to predict when and how different countries and industries will recover.

    Macro

    Targeted and timely intelligence on economic activity leads to better investment decisions. Anticipate the timing and pace of recovery across different sectors.

    Investors

    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.

    Operations

    Reduce your Carbon Footprint

    The time to act is now

    Reduce your Carbon Footprint

    Measurement of methane emissions is already possible on a global scale.

    Manage Risks and Reduce Costs

    along your Infrastructure

    Manage Risks and Reduce Costs

    Satellite monitoring helps you protect your infrastructure from hazards.

    Mines & Quarries

    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

    Sales & Procurement

    Secure lower prices

    Sales & Procurement

    Improve your negotiating position and secure better outcomes using unique superior market intelligence on the supply chain

    Operations

    Reduce your carbon footprint, measure your productivity, manage physical risks and gain insights on your supply chain.

    Public sector

    Regulation, Taxation and Compliance

    Monitor greenhouse gas

    Regulation, Taxation and Compliance

    Use satellite imagery rather than desktop estimates to deliver green policies such as a carbon border tax

    GHG Inventory

    Measure methane emissions

    GHG Inventory

    Replace desktop estimates with actual data on methane emissions in order to guide mitigation policies.

    Public sector

    Policymakers and regulators can now go beyond the voluntary disclosure of greenhouse gas emissions, and set course for a low-carbon economy

    Environment

    Methane Watch

    Methane monitoring system

    Methane Watch

    Methane is the second biggest driver of climate change, but there can be no effective action without proper data.

    Global Carbon Monitoring

    Track CO2 emissions

    Global Carbon Monitoring

    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.

    Biomass Watch

    Nature-based solutions at scale

    Biomass Watch

    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.

    Environment

    Enable nature-based solutions at scale. Track CO2 emissions and monitor methane sources around the globe in near realtime.

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    Solutions

    Kayrros integrates satellite imagery, unconventional data and market information on the leading global asset observation platform to deliver unique insight into climate risk and customer-specific solutions for decision-making in the energy, natural resource and industrial markets.

  • Technology

    Platform

    Remote Sensing Expertise

    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.

    Privacy and Security

    as our top priorities

    Privacy and Security

    Kayrros routinely works with clients who expect the highest standards to protect their intellectual property.

    Global Asset Database

    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.

    Worldwide Scalability

    Asset tracking across the globe

    Worldwide Scalability

    Kayrros technologies enable analysis to be conducted on a global scale, tracking millions of assets efficiently.

    Platform

    The Kayrros Asset Observation Platform allows industrial assets worldwide to be tracked by combining data fusion with cutting-edge asset observation technologies

    Data Sources

    Synthetic Aperture Radar

    Precise all-weather imaging

    Sentinel 1

    Large-scale monitoring

    Sentinel 1

    Kayrros technologies leverage the full extent of European Space Agency Sentinel-1 data to extract accurate measurements at scale.

    High-Resolution SAR

    Customizable revisit frequency

    High-Resolution SAR

    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.

    Optical Imagery

    Multi-purpose imaging

    Sentinel 2

    Large-scale, multi-spectral monitoring

    Sentinel 2

    Sentinel-2 data are used for large-scale monitoring applications in Kayrros Studio. Acquisition parameter stability permits complex processing and signal extraction.

    PlanetScope

    Daily monitoring

    PlanetScope

    PlanetScope optical imagery data represent the best trade-off between image resolution (3m), revisit frequency (less than a day) and cost.

    High-Resolution Optical

    Unparalleled contextual information

    High-Resolution Optical

    High-resolution optical data add unparalleled contextual information to the data sources available in Kayrros Studio.

    Optical Imagery

    Optical satellite images cover a wide range of resolutions and acquisition parameters to increase value in asset monitoring applications.

    3D Reconstruction

    Scalable 3D measurements

    3D Reconstruction

    Kayrros extracts accurate and scalable 3D volume measurements from high-resolution satellite imagery using photogrammetry techniques.

    Hyperspectral Imagery

    Gas concentrations and emission tracking

    Hyperspectral Imagery

    Kayrros has been the first to use state-of-the-art hyperspectral satellite sensors to track gas emissions and measure their concentrations.

    Location-Based Data

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    Location-Based Data

    Kayrros has unparalleled expertise in processing massive, anonymized geolocation datasets to track operations across industrial assets

    Web and Text Data

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    Web and Text Data

    Connect newsfeeds, social media and web datasets with remote-sensing data through the Kayrros Asset Observation Platform.

    Data Sources

    Kayrros teams combine more than 150 years experience in satellite imagery processing, computer vision and machine learning applied to images.

    Processing Algorithms

    Processing Algorithms

    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

    Insight Algorithms

    Insight algorithms are ready-to-use processing methods that transform processed remote-sensing data into actionable datasets for decision-makers.

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    Technology

    Kayrros measures and monitors energy, natural resource and industrial activity worldwide by harnessing machine learning, natural language processing and advanced mathematics to satellite imagery, geolocation data, textual information and other unconventional data.

  • Newsroom
    Reports
    oil_excerpt
    Are Global Oil Stocks at a Turning Point?

    Kayrros leverages satellites to provide comprehensive, realtime and granular measurements on crude...Read more

    decarbonize-your-portfolio-header
    Want to be the first to know when oil prices will go up?

    Want the most accurate view on the crude oil balance? Monitor how fast China is recovering from...Read more

    Reports

    Kayrros publishes free reports on events and trends in climate risk and in the energy and natural resource markets. Read or download the latest reports here.

    Webinars
    Quantifying Methane Emissions: The Time is Now
    Stopping Methane: what are we waiting for?

    Kayrros detects, quantifies and attributes global methane leaks and emissions back to their...Read more

    satellites_excerpt
    Observing COVID-19 impacts from space

    Using technology to assess COVID-19 disruptions : Kayrros leverages satellite imagery, 3D...Read more

    Webinars

    Listen to or register for a Kayrros webinar and engage with experts on current events in climate risk and in the energy and natural resource markets.

    Blog posts
    Jet fuel
    Covid-19 Boosts Jet Fuel Demand in Top US Cargo Hubs

    Kayrros data show some surprising insights into US jet fuel demand throughout the past year,...Read more

    Jet Fuel
    Kayrros Jet Fuel Demand: China Jet Fuel Demand Falls 20 % M/M in January 2021

    Kayrros data show China’s jet fuel demand fell in January from December 2020, ahead of the...Read more

    Blog posts

    Read the latest Kayrros briefings on energy and natural resources based on industry asset observation technology.

    Newsroom

    Kayrros solutions are rapidly scalable and continually expanded to new geographies and new sources of data in the energy, natural resource and industrial sectors. Read new Kayrros reports and blog posts, or register for upcoming webinars and engage with Kayrros experts.

  • About
    Who are we?

    Who are we?

    We are more than 150 people representing over 15 nationalities with a variety of technical and market disciplines.

    In the press

    In the press

    Read the latest coverage on Kayrros in the world press

    Join Kayrros

    Join Kayrros

    Help bring transparency to the world by changing energy, natural resources and industrial markets for the better.

    Press releases

    Press releases

    Explore Kayrros press releases

    About

    Kayrros is the leading advanced data analytics company that helps market players make better decisions. Kayrros delivers deep insight into climate risk and extracts value from integrating alternative and market data into products across energy, natural resource and industrial markets worldwide.

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