csp dividersvg
CSP GRANT · 2023-2025
swirls graphic blue

Leaf Colour Chart (LCC) for Nitrogen Management in Cotton Farming

Precision Development (PXD)
Completed
Timeline: 
2023-2025
Grant amount
$499,005
CONTEXT

Why AII funded this

Aii funded this project to address upstream emissions in raw material production by improving nitrogen use efficiency in cotton farming, a key emissions hotspot in the apparel value chain. The solution is low-cost, behavior-driven, and has strong potential to reduce nitrous oxide emissions while improving farmer outcomes.

project scope

This project designed, tested, and scaled a model for distributing and promoting the use of Leaf Color Charts (LCCs) among 40,000 cotton farmers in Maharashtra, India. LCCs are a low-cost tool that helps farmers optimize nitrogen fertilizer use by adjusting application timing and dosage based on crop needs. The project combined direct distribution, peer-sharing models, farmer training, and IVR-based advisory, reaching over 41,000 farmers across two growing seasons.


EFFECTIVENESS

IMPACT METRICS

Confirmed
tCO₂e reduced per annum
2,866
tonnes CO₂e / year
Grant cost per tCO₂e
58
AII pilot funding
Solution cost per tCO₂e
$87.06
At deployment
Lifetime CO₂e impact
8,598 (3 year lifetime)
tCO₂e cumulative

Grant tier focus

Leaf Colour Chart (LCC) for Nitrogen Management in Cotton Farming focuses on Tier 4.
Contact us about next steps
tree icon
Tier 4
Raw material extraction
arrow icon light
yarn icon
Tier 3
Raw material processing
arrow svg dark
material icon
Tier 2
Material production
arrow svg dark
sewing machine icon
Tier 1
Finished product assembly

Solution maturity level

Pre-seed

Definition:
Solutions that are at a concept level and in the process of evaluating and establishing their impact potential.

Pilot

Definition:
Solutions that are in the process of testing their solution in order to demonstrate a proof of concept.
Goal:

Model

Definition:
Solutions that are working towards de-risking and reducing known barriers to scale.

Scale

Definition:
Solutions that are commercially viable with a proven go-to-market strategy.
Pilot
tick icongrey arrow
Current Level
Pre-seed
tick iconarroworange
Model
tick greygrey arrow
Scale
tick grey
swirls graphic blue
Pilot DEFINITION
Solutions that are in the process of testing their solution in order to demonstrate a proof of concept.
Goal Of This Pilot Solution
LEARN MORE ABOUT OUR MATURITY LEVELS
Current Level
swirls graphic blue
Pre-seed DEFINITION
Solutions that are at a concept level and in the process of evaluating and establishing their impact potential.
LEARN MORE ABOUT OUR MATURITY LEVELS
swirls graphic blue
Model DEFINITION
Solutions that are working towards de-risking and reducing known barriers to scale.
LEARN MORE ABOUT OUR MATURITY LEVELS
Scale DEFINITION
Solutions that are commercially viable with a proven go-to-market strategy.
swirls graphic blueLEARN MORE ABOUT OUR MATURITY LEVELS

Grant location

OUTLOOK

Scalability

This solution has strong scalability due to its low cost, simplicity, and ability to be delivered through existing agricultural extension systems and farmer networks. The peer-sharing model significantly improves cost-efficiency by allowing one tool to reach multiple farmers, while partnerships with local organizations enable large-scale distribution and training. Scaling is most effective in regions with higher baseline fertilizer overuse, where emissions reduction potential is greater. Additionally, scaling requires sustained farmer engagement, institutional support, and access to distribution channels such as farmer-producer organizations or agro-dealers. Given its applicability across cotton-growing regions and its integration potential into upstream supply chain interventions, the replication potential is high within the raw materials stage of the apparel value chain.


LEARNINGS

The project yielded four key learnings: impact is highly context-specific, as regions with lower baseline fertilizer use (like Maharashtra) produce smaller reductions than projected, making geography selection critical for future scaling; current IPCC Tier 2 measurement methods likely understate true impact by capturing only changes in nitrogen quantity rather than improvements in timing and frequency, with Tier 3 chamber-based sampling recommended to fill this gap; peer sharing proved a strong cost-efficiency lever, reducing the per-farmer seasonal cost from $2.01 to $0.30 and offering a scalable complement to institutional procurement; and farmer heterogeneity requires adaptive delivery, with sustained engagement beyond initial training found to be essential for correct tool use and lasting behavior change.

swirls graphic blue

Interested in this Grant?

Get in touch to learn more about how to implement this solution
Contact us about next steps