Observation explosion
More satellites, sensors and environmental data than ever.
Global Earth Intelligence Observatory
Understand Earth.
Illuminate decisions.
From Earth Observation to Decision Intelligence.
Turning heterogeneous observations into structured, explainable and decision-relevant intelligence.
ObserveMeasureUnderstandAct
01 — Earth Intelligence
We focus on the gap between observing Earth and knowing what to do with what we observe.
GEIO connects Earth observations, scientific models and artificial intelligence to produce reliable, decision-relevant understanding of changing Earth systems.
The observatory brings together evidence, calibration, domain knowledge and uncertainty to support science, public institutions and responsible industry.
02 — Why now
More observation.
A persistent decision gap.
Earth data has expanded dramatically. The ability to turn it into reliable understanding has not kept pace.
AI transformation
New capabilities to integrate multimodal Earth information.
Decision gap
Institutions still struggle to convert observations into reliable decisions.
GEIO works on this gap.03 — Research areas
Integrated Earth
Intelligence.
Four complementary programs connecting Earth systems, evidence and decisions.
Earth Observation Intelligence
Connecting satellite observations, geospatial data and scientific references to build a coherent understanding of Earth.
Research scope ↗AI for Earth Systems
Applying artificial intelligence with scientific rigor, transparency and validation to the understanding of Earth systems.
Research scope ↗Climate & Energy Intelligence
Integrated analysis of emissions, methane, energy infrastructure and transition pathways.
Research scope ↗Earth Intelligence for Governance
Supporting environmental monitoring, public policy, territorial planning and evidence-based decisions.
Research scope ↗EARTH SYSTEMS
01OBSERVE
02MEASURE
03UNDERSTAND
04ACT
AIMODELSDOMAIN KNOWLEDGEUNCERTAINTY
04 — Our method
The GEIO Intelligence Chain.
A disciplined pathway from heterogeneous observations to explainable, decision-relevant intelligence.
01
Observe
Connect heterogeneous Earth observations and contextual information.
02
Measure
Calibrate signals against reliable scientific and operational references.
03
Understand
Integrate observations, models and AI into explainable intelligence.
04
Act
Translate evidence into decision-relevant insights.
FOUNDATIONAL REPORT · 2026From Earth Observation
to Decision Intelligence
A Framework for Earth Intelligence
GLOBAL EARTH INTELLIGENCE OBSERVATORY05 — Foundational publication
Defining a discipline for a changing planet.
GEIO’s foundational report defines Earth Intelligence, establishes its analytical architecture and examines how Earth observation, AI and scientific models can support decisions across climate, energy and governance.
Receive publication updates ↗06 — Latest insights
Building the intellectual foundations.
Three initial formats designed to establish clear concepts, methods and applications.
What is Earth Intelligence?
A concise definition of the field, its purpose and its scientific foundations.
01 Forthcoming
From Observation to Decision
Introducing the GEIO Intelligence Chain and the role of calibration.
02 Forthcoming
Earth Intelligence in Climate & Energy Systems
Why integrated evidence matters for emissions, infrastructure and transition pathways.
03 Forthcoming
07 — Leadership
Jade Guisiano
Founder & Research Lead
Shuimu Scholar Postdoctoral Researcher at Tsinghua University, with a PhD in Mathematics and Computer Science and prior experience as a UNEP consultant.
Her work spans artificial intelligence, Earth observation, climate and energy systems, and decision-support research.
Independent research initiative
GEIO is not an official program of any university, government or international organization.
Principles of trust
Reliable intelligence includes knowing how certain we are.
Scientific rigor
Methods and assumptions are explicit.
Traceability
Evidence can be traced to its sources.
Uncertainty
Uncertainty is communicated rather than hidden.
Independence
Analysis remains institutionally independent.
Decision relevance
Research is designed for real-world use.
08 — Collaboration
Understanding Earth is a
shared scientific challenge.
GEIO develops scientific and institutional collaborations in Earth observation, environmental intelligence, climate, energy and emerging decision applications.
Explore collaboration ↗Public institutionsResearch institutionsInternational organizationsIndustry & infrastructure