
The Climate Data Factory
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The Climate Data Factory Data Products: APIs & Datasets

Future Wildfires Data | Climate Risk Data | 3 Hazard Indicators | 3 Future Scenarios | 1981-2100 | 0.1°x0.1° Global

Future Landslides Data | Climate Risk Data | 3 Hazard Indicators | 3 Future Scenarios | 1981-2100 | 0.1°x0.1° Global
The Climate Data Factory Pricing & Cost
The Climate Data Factory offers flexible and transparent pricing tailored to professional and organizational needs. Pricing depends on several key factors, including the type of dataset, level of customization, spatial coverage, and temporal resolution. Standard indicators are available at fixed rates, while custom datasets—tailored by region, variable, or format—are priced based on complexity and data volume. Costs increase with higher-resolution data and longer time horizons, such as projections extending to 2100. Commercial use, including integration into risk platforms, climate disclosures, or strategic planning tools, requires a licensing agreement. Each project is reviewed individually, and detailed quotes are provided based on the specific scope, technical requirements, and intended application. This approach ensures users only pay for what they need, while receiving high-quality, decision-ready climate data aligned with the latest scientific standards.
The Climate Data Factory Reviews
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About The Climate Data Factory
The Climate Data Factory in a Nutshell
We help you integrate fit-for-purpose enhanced climate data in your projects, services, and applications, to better anticipate climate risks in the context of strategic or regulatory requirements by leveraging the latest developments in climate science.
Country Coverage
Data Offering
At The Climate Data Factory, we deliver science-based, standardized climate data to help professionals assess and manage physical climate risks. Our services include high-resolution projections, seasonal forecasts, tailored data solutions, and storyline simulations. Built on trusted science and aligned with top institutions, our data supports climate resilience, adaptation planning, and regulatory compliance across sectors and regions.
Use Cases
Use Case 1: Infrastructure Risk Assessment for a Global Engineering Firm
A multinational engineering firm used TCDF’s high-resolution climate projections to assess the physical risks to its infrastructure projects across Southeast Asia. By integrating standardized indicators such as extreme heat days, precipitation intensity, and fire season length into their asset planning tools, the firm identified future climate vulnerabilities in bridges, roads, and coastal developments. TCDF’s bias-adjusted data helped the firm ensure compliance with international climate risk disclosure frameworks, such as TCFD, while informing long-term investment strategies and design specifications.
Use Case 2: Climate Stress Testing for a European Financial Institution
A leading European bank partnered with The Climate Data Factory to conduct climate stress tests on its real estate loan portfolio. Using TCDF’s multi-model CMIP6 data under +2°C and +4°C warming scenarios, the bank evaluated exposure to chronic hazards like drought and extreme temperatures. The ready-to-use indicators allowed the institution to align its reporting with NGFS guidelines and enhance its climate risk modeling capabilities. The data supported portfolio rebalancing efforts and helped identify high-risk regions requiring further due diligence or divestment.
Use Case 3: Strategic Planning for a National Utility Company
A national utility company used TCDF’s climate forecasts and long-term projections to inform its energy infrastructure adaptation plan. With assets spread across varied climates, the company relied on TCDF’s standardized datasets to model heatwave risks, cooling demand, and water availability for hydropower plants. The integration of seasonal forecasts also supported near-term operational decisions, such as maintenance scheduling and energy load management. TCDF’s consistent data structure enabled internal teams to align both short-term and long-term planning processes under a unified climate risk framework.
Related Searches
Data Sources & Collection
We source our data from leading climate science institutions, including the Copernicus Climate Change Service (C3S), ECMWF, and the Earth System Grid Federation (ESGF). Our datasets are built on outputs from CMIP6 climate models and ERA5 reanalysis, ensuring global coverage and scientific credibility. We collect raw model and observational data from these sources to form the foundation of our standardized, high-quality climate data products.
Key Differentiators
The Climate Data Factory (TCDF) stands out as a leading provider of decision-ready climate data, uniquely positioned to bridge the gap between cutting-edge climate science and real-world applications. Our data empowers professionals to assess and manage climate-related physical risks with confidence, thanks to several key differentiators:
Science-Based and Transparent
TCDF is built on rigorous, peer-reviewed science. All methodologies, including bias correction, downscaling, and indicator generation, are fully transparent, auditable, and published in top-tier journals. This scientific integrity ensures credibility, especially for regulated sectors like finance and insurance.
Standardized and Ready-to-Use
Our climate indicators are harmonized across time, scenarios, and models—so you don’t need to process raw outputs. Whether it’s temperature extremes, drought frequency, or fire season length, all variables are standardized, bias-adjusted, and quality-controlled, ready for immediate use in models and reports.
Global Coverage with High Resolution
TCDF delivers data at a spatial resolution of ~10 km, covering the entire globe. This allows for robust local-to-global scale assessments. The data spans multiple emission scenarios (e.g., RCP8.5, SSP2-4.5) and warming levels (+1.5°C to +4°C), enabling targeted planning for both mitigation and adaptation.
Full Climate Time Horizon
We offer comprehensive datasets across historical, present, and future time frames:
- Historical data from ERA5 reanalysis (1950–present)
- Short-term forecasts (4 weeks to 6 months) for seasonal planning
- Long-term projections (to 2100) for scenario analysis and strategic risk assessment
Tailored Services and Storylines
In addition to off-the-shelf products, TCDF provides fully customized data solutions—tailored by region, sector, or use case. Our climate storylines are especially powerful: they simulate how extreme events (like heatwaves or floods) would manifest under various warming levels, offering intuitive narratives for stress testing and risk communication.
Regulation-Ready and Interoperable
All our data products are aligned with major regulatory frameworks such as TCFD, NGFS, and EU Taxonomy, making them ideal for use in climate disclosures, ESG reporting, and regulatory stress tests. Data is provided in interoperable formats, ready for integration into existing platforms or analytical workflows.
Trusted Across Sectors
We support professionals in over 17 countries across 7+ sectors, including finance, infrastructure, energy, and urban planning. TCDF data supports thousands of climate-sensitive asset assessments and feeds directly into risk models, investment decisions, and policy frameworks.
TCDF’s unique value lies in transforming complex climate data into clear, credible, and usable insights—making it a trusted partner for navigating the climate future.
Data Privacy
At The Climate Data Factory, we take privacy seriously and fully comply with GDPR and CCPA regulations. We collect only the minimum necessary personal data for service delivery and support. All information is stored securely with encryption and strict access controls. We never sell or share personal data without consent. Users can access, modify, or delete their information at any time and can opt in or out of communications. Our systems are designed with privacy by default and undergo regular reviews. For custom projects, we provide data processing agreements as needed and follow client-specific privacy terms. We monitor regulatory developments to keep our practices up to date. Our approach ensures transparency, user control, and strong data protection standards across all services. Safeguarding privacy is central to our mission and critical to maintaining the trust of our users and partners.
Integrations


Frequently asked questions about The Climate Data Factory
What does The Climate Data Factory do?
We help organisation integrate fit-for-purpose enhanced climate data in their projects, services, and applications, to better anticipate climate risks in the context of strategic or regulatory requirements by leveraging the latest developments in climate science.
How much does The Climate Data Factory cost?
The supported pricing models for The Climate Data Factory’s data are One-off purchase and Yearly License. Get talking to a member of the The Climate Data Factory team to receive custom pricing options, information about data subscription fees, and quotes for The Climate Data Factory’s data offering tailored to your use case.
What kind of data does The Climate Data Factory have?
Wildfires Data, ESG Risk Data, Natural Disaster Data, Global Warming Data, and 2 others
What data does The Climate Data Factory offer?
At The Climate Data Factory, we deliver science-based, standardized climate data to help professionals assess and manage physical climate risks. Our services include high-resolution projections, seasonal forecasts, tailored data solutions, and storyline simulations. Built on trusted science and aligned with top institutions, our data supports climate resilience, adaptation planning, and regulatory compliance across sectors and regions.
How does The Climate Data Factory collect data?
We source our data from leading climate science institutions, including the Copernicus Climate Change Service (C3S), ECMWF, and the Earth System Grid Federation (ESGF). Our datasets are built on outputs from CMIP6 climate models and ERA5 reanalysis, ensuring global coverage and scientific credibility. We collect raw model and observational data from these sources to form the foundation of our standardized, high-quality climate data products.
What’s The Climate Data Factory’s data privacy policy?
At The Climate Data Factory, we take privacy seriously and fully comply with GDPR and CCPA regulations. We collect only the minimum necessary personal data for service delivery and support. All information is stored securely with encryption and strict access controls. We never sell or share personal data without consent. Users can access, modify, or delete their information at any time and can opt in or out of communications. Our systems are designed with privacy by default and undergo regular reviews. For custom projects, we provide data processing agreements as needed and follow client-specific privacy terms. We monitor regulatory developments to keep our practices up to date. Our approach ensures transparency, user control, and strong data protection standards across all services. Safeguarding privacy is central to our mission and critical to maintaining the trust of our users and partners.
What are the best use cases for The Climate Data Factory’s data?
Use Case 1: Infrastructure Risk Assessment for a Global Engineering Firm A multinational engineering firm used TCDF’s high-resolution climate projections to assess the physical risks to its infrastructure projects across Southeast Asia. By integrating standardized indicators such as extreme heat days, precipitation intensity, and fire season length into their asset planning tools, the firm identified future climate vulnerabilities in bridges, roads, and coastal developments. TCDF’s bias-adjusted data helped the firm ensure compliance with international climate risk disclosure frameworks, such as TCFD, while informing long-term investment strategies and design specifications. Use Case 2: Climate Stress Testing for a European Financial Institution A leading European bank partnered with The Climate Data Factory to conduct climate stress tests on its real estate loan portfolio. Using TCDF’s multi-model CMIP6 data under +2°C and +4°C warming scenarios, the bank evaluated exposure to chronic hazards like drought and extreme temperatures. The ready-to-use indicators allowed the institution to align its reporting with NGFS guidelines and enhance its climate risk modeling capabilities. The data supported portfolio rebalancing efforts and helped identify high-risk regions requiring further due diligence or divestment. Use Case 3: Strategic Planning for a National Utility Company A national utility company used TCDF’s climate forecasts and long-term projections to inform its energy infrastructure adaptation plan. With assets spread across varied climates, the company relied on TCDF’s standardized datasets to model heatwave risks, cooling demand, and water availability for hydropower plants. The integration of seasonal forecasts also supported near-term operational decisions, such as maintenance scheduling and energy load management. TCDF’s consistent data structure enabled internal teams to align both short-term and long-term planning processes under a unified climate risk framework.
What platforms is The Climate Data Factory integrated with?
AWS Data Exchange and CARTO Data Observatory