10 Emerging Technology Solutions for Planetary Health 2025
Page 27 of 45 · WEF_10_Emerging_Technology_Solutions_for_Planetary_Health_2025.pdf
Finance lens
Currently, high costs and private
ownership limit access to the highest-
fidelity commercial EO systems and
may influence data demand and
access. While private and public data
serve complementary roles, investment
in multiple open-access platforms
and applied tools – for climate
monitoring, disaster preparedness
or land-use planning – can expand
the societal value of EO. If dominated
by commercial interests, critical
capabilities may remain out of reach
for communities that need them most.Equity lens
Supporting local infrastructure and
technical capacity can enable farmers,
city planners and civil society groups
to act on EO insights. Without targeted
investment, these tools may reinforce
existing disparities in environmental
decision-making and risk management.Policy lens
Governance frameworks that promote
transparency and accountability,
including ensuring data accuracy
and validation, as well as being clear
that forecasting is fallible and has
multiple potential outcomes based on
human behaviour, can help maintain
trusted insights and protect against
misinformation. Without safeguards,
environmental EO data may be
repurposed for surveillance or military/
political use, further undermining public
trust and local engagement.Make or break
The success of AI-powered EO may depend on transparent governance, inclusive
infrastructure investment and equitable access to data and decision-making tools.
Planetary boundaries supported by Earth observation
→ Climate change: Tracks greenhouse gas emissions,
surface temperature and precipitation trends and extreme
weather impacts in near real time.
→ Land-system change: Monitors deforestation, urban
expansion, agricultural activity and land degradation at
high resolution.
→ Biosphere integrity: Supports biodiversity monitoring
through habitat mapping, species detection and ecosystem
health assessments.→ Freshwater use: Provides timely data on surface water
levels, drought severity and watershed stress.
→ Biogeochemical flows: Informs nitrogen and phosphorus
models using observations of land use, fertilizer application
and runoff dynamics.
CO 2-
concen-
trationRadiative
forcing
P cycleGreen
waterFunctional
integrity
Blue
water
N cycle
Modification of
biogeochemical
flowsGenetic
diversityChange in
biosphere
integrityClimate
change
Land-system
change
Increase in
atmospheric aerosol
loading
Ocean
acidificationFreshwater
changeStratospheric ozone
depletionOverloading with
novel entitiesPlanetary
boundaryHigh-risk line
10 Emerging Technology Solutions for Planetary Health
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