The Climate Data Factory

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1000's
Assets covered
100%
Compliant
17
Client's countries
7
Business sectors
On This Page:
  • Overview
  • Datasets
  • Data Pricing
  • Data Reviews
  • Competitors
  • Learn More
  • Overview
  • Datasets
  • Data Pricing
  • Data Reviews
  • Competitors
  • Learn More

The Climate Data Factory Data Products: APIs & Datasets

Explore The Climate Data Factory’s datasets, databases, and data feeds.

The Climate Data Factory Pricing & Cost

Learn about The Climate Data Factory’s prices, subscription cost, and API pricing.

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 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.

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About The Climate Data Factory

Learn more about The Climate Data Factory’s data sources, use cases, and integrations.

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.

Headquarters
France

Country Coverage

Africa (58)
Algeria
Angola
Benin
Botswana
Burkina Faso
Burundi
Cabo Verde
Cameroon
Central African Republic
Chad
Comoros
Congo
Congo (Democratic Republic of the)
Côte d'Ivoire
Djibouti
Egypt
Equatorial Guinea
Eritrea
Ethiopia
Gabon
Gambia
Ghana
Guinea
Guinea-Bissau
Kenya
Lesotho
Liberia
Libya
Madagascar
Malawi
Mali
Mauritania
Mauritius
Mayotte
Morocco
Mozambique
Namibia
Niger
Nigeria
Rwanda
Réunion
Saint Helena, Ascension and Tristan da Cunha
Sao Tome and Principe
Senegal
Seychelles
Sierra Leone
Somalia
South Africa
South Sudan
Sudan
Swaziland
Tanzania, United Republic of
Togo
Tunisia
Uganda
Western Sahara
Zambia
Zimbabwe
Asia (51)
Afghanistan
Armenia
Azerbaijan
Bahrain
Bangladesh
Bhutan
Brunei Darussalam
Cambodia
China
Cyprus
Georgia
Hong Kong
India
Indonesia
Iran (Islamic Republic of)
Iraq
Israel
Japan
Jordan
Kazakhstan
Korea (Democratic People's Republic of)
Korea (Republic of)
Kuwait
Kyrgyzstan
Lao People's Democratic Republic
Lebanon
Macao
Malaysia
Maldives
Mongolia
Myanmar
Nepal
Oman
Pakistan
Palestine, State of
Philippines
Qatar
Saudi Arabia
Singapore
Sri Lanka
Syrian Arab Republic
Taiwan
Tajikistan
Thailand
Timor-Leste
Turkey
Turkmenistan
United Arab Emirates
Uzbekistan
Vietnam
Yemen
Europe (52)
Albania
Andorra
Austria
Belarus
Belgium
Bosnia and Herzegovina
Bulgaria
Croatia
Czech Republic
Denmark
Estonia
Faroe Islands
Finland
France
Germany
Gibraltar
Greece
Guernsey
Holy See
Hungary
Iceland
Ireland
Isle of Man
Italy
Jersey
Kosovo
Latvia
Liechtenstein
Lithuania
Luxembourg
Macedonia (the former Yugoslav Republic of)
Malta
Moldova (Republic of)
Monaco
Montenegro
Netherlands
Norway
Poland
Portugal
Romania
Russian Federation
San Marino
Serbia
Slovakia
Slovenia
Spain
Svalbard and Jan Mayen
Sweden
Switzerland
Ukraine
United Kingdom
Åland Islands
North America (13)
Belize
Bermuda
Canada
Costa Rica
El Salvador
Greenland
Guatemala
Honduras
Mexico
Nicaragua
Panama
Saint Pierre and Miquelon
United States of America
Oceania (25)
American Samoa
Australia
Cook Islands
Fiji
French Polynesia
Guam
Kiribati
Marshall Islands
Micronesia (Federated States of)
Nauru
New Caledonia
New Zealand
Niue
Norfolk Island
Northern Mariana Islands
Palau
Papua New Guinea
Pitcairn
Samoa
Solomon Islands
Tokelau
Tonga
Tuvalu
Vanuatu
Wallis and Futuna
Other (9)
Antarctica
Bouvet Island
British Indian Ocean Territory
Christmas Island
Cocos (Keeling) Islands
French Southern Territories
Heard Island and McDonald Islands
South Georgia and the South Sandwich Islands
United States Minor Outlying Islands
South America (42)
Anguilla
Antigua and Barbuda
Argentina
Aruba
Bahamas
Barbados
Bolivia (Plurinational State of)
Bonaire, Sint Eustatius and Saba
Brazil
Cayman Islands
Chile
Colombia
Cuba
Curaçao
Dominica
Dominican Republic
Ecuador
Falkland Islands (Malvinas)
French Guiana
Grenada
Guadeloupe
Guyana
Haiti
Jamaica
Martinique
Montserrat
Paraguay
Peru
Puerto Rico
Saint Barthélemy
Saint Kitts and Nevis
Saint Lucia
Saint Martin (French part)
Saint Vincent and the Grenadines
Sint Maarten (Dutch part)
Suriname
Trinidad and Tobago
Turks and Caicos Islands
Uruguay
Venezuela (Bolivarian Republic of)
Virgin Islands (British)
Virgin Islands (U.S.)

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.

CCPA compliant
GDPR compliant

Integrations

Logo of AWS Data Exchange integration
Logo of CARTO Data Observatory integration

What are you looking for?

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