Climate Adaptation Unlocking Value Chains with the Power of Technology 2025
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Tech and data needs, to enable adaptation across food systems value chain TABLE 1
Adaptation
use caseShared data needs Illustration
Com prehend risks & opport unities
Precision farming– IoT sensors (for soil moistur e,
temperatur e, etc.)
– Drones and Earth observation for
aerial imagery
– AI and machine learning models for
predictive analytics
– Smart irrigation systems
– Ground sensing technologies– Weather and climate data from
meteor ological agencies
– Soil data (composition, moistur e,
nutrient levels) from agricultural
resear ch institutions
– Crop yield data from farmers and
agronomists
– Historical performance data from
previous crop seasons
– Data on pest and disease prevalence
from agricultural extension servicesCropX (ground sensors tech
solution) deploys sensors to
collect soil data (e.g. salt
concentration, fertilizer
movements) with ~30% savings in
input costs, ~10% yield
improvement and ~30% water
savings for farmers.
Digital agri platforms– Online marketplaces for direct
farmer -consumer sales
– Mobile apps for advisory services,
improved by AI
– Blockchain for transaction
transpar ency– Market demand data from retailers
and consumers
– Financial data for farmers (costs,
revenue, profits)
– Agronomic advice based on soil and
crop health data
– Consumer preferences and behaviour
dataTwiga Foods in Kenya serves
5,000 Kenyan outlets daily and
works with 13,000 farmers to
improve supply chain efficiency
and reduce food waste.
Food suppl y chain– Blockchain for traceability and
transpar ency
– Supply chain management softwar e,
power ed by AI for optimization of
routes, supply or distribution
– IoT devices for real-time tracking of
food products
– Cloud-based storage for data sharing
among stakeholders– Logistics data (transportation,
warehousing, distribution)
– Food safety compliance data from
regulatory bodies
– Inventory levels from suppliers and
retailers
– Consumer feedback on product
quality and availabilityOpenSC is helping coffee
producers track the sustainability
and ethical sourcing of their coffee
by using blockchain technology,
providing real-time traceability
from farm to consumer while
reducing inefficiencies across the
supply chain.
Build resilie nce ag ainst future impacts
Regenerative agricultur e– Soil health monitoring tools
– Biodiversity tracking and exploration
softwar e
– Carbon sequestration measur ement
tools
– AI power ed decision-support systems
for sustainable practices– Data on soil carbon levels from
envir onmental agencies
– Biodiversity and biotic interaction data
from ecological resear ch organizations
– Crop association, rotation and cover
crop performance data from
agronomists
– Data on ecosystem functions and
services provided by introduced and
naturally occurring species
(pollination, water filtration)In Burkina Faso, Synecocultur e
has boosted productivity by 50-
200 times compar ed to traditional
farming, generating an income of
€1,000/month/500m². This
method cultivates over 200 edible
plant species without plowing,
fertilizers, or agrochemicals,
promoting biodiversity and
supporting sustainable livelihoods
while enhancing the ecosystem.
Agri biotech– CRISPR and other AI-power ed gene-
editing technologies
– Bioinformatics tools for genetic
analysis
– Microbial inoculants for soil health
– Precision agricultur e tools for targeted
application of inputs– Genetic data from plant breeding
programs
– Soil nutrient data from agronomic
studies
– Performance data from genetically
modified crops
– Regulatory compliance data for
biotech productsCompanies like Corteva have
used CRISPR technology to
develop drought-r esistant crops,
reducing the impacts of water
scarcity on farming.
Novel farming systems– Hydr oponic and aquaponic systems
– Vertical farming technology (LEDs,
climate contr ol)
– Automated nutrient delivery systems
– Data management softwar e for
envir onmental contr ols– Market data on consumer demand for
fresh produce
– Performance data on yield per squar e
foot from existing systems
– Water usage and recycling data
– Energy consumption data for
sustainability assessmentsAeroFarms , a vertical farming
company, produces 390 times
more yield per squar e foot
compar ed to traditional farming
while using 95% less water. 1
2
3
4
5
6Tech needs
Sources: AGBI, BCG, Corteva, CropX, OpenSC, Sony CSL.33
Climate Adaptation: Unlocking Value Chains with the Power of Technology
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