AgriESG is a sustainability intelligence platform that enables farmers, cooperatives, and agribusiness organisations to measure, understand, and improve their Environmental, Social, and Governance (ESG) performance.
Our mission is to make ESG reporting simple, accessible, and actionable for agriculture, supporting farms in unlocking premium markets, meeting environmental standards, and improving climate resilience.
This repository contains the two core Streamlit applications powering the AgriESG MVP.
This application provides a portfolio-level ESG overview for organisations managing multiple farms. Users upload a CSV dataset, and the system automatically generates:
- Total emissions (CO₂e) across farms
- Yield & land productivity indicators
- Nitrogen, diesel, and electricity footprint
- Water use & irrigation intensity
- Worker demographics (female share, total workers)
- Health & safety metrics (accidents per 100 workers)
- Dynamic charts and KPI cards
- Automatic data validation and error handling
Ideal For: Cooperatives, agribusiness managers, extension services, ESG consultants, buyers.
This tool provides a deep-dive ESG report for a single farm, showing performance across environmental, social and governance pillars.
- Emissions per tonne & per hectare
- Soil health scoring (organic matter, pH)
- Regenerative practice scoring (rotation, cover cropping, manure use, irrigation type)
- Water productivity (m³ per tonne)
- Social indicators (gender inclusion, training, accidents)
- Governance indicators (policies, training, certification)
- Automatic insight generator explaining strengths & risks
- Visual charts for emissions and efficiency
Ideal For: Individual farmers, regenerative agriculture programmes, crop & dairy producers, certification consultants.
agri-esg-dashboard/
│
├── agri_esg_dashboard.py # Multi-farm ESG dashboard
├── farm_esg_analysis.py # Farm-by-farm ESG analysis tool
├── requirements.txt # Project dependencies
└── README.md # Documentation (this file)
To ensure the analysis works correctly, the CSV uploads must contain the following minimum fields:
organisation_name
farm_id
country
year
crop
area_ha
yield_tonnes
fertilizer_n_kg
diesel_litres
electricity_kwh
water_m3
workers_total
workers_female
accidents_count
farmer_name
farm_id
farm_name
country
year
crop_type
land_area_ha
total_yield_tonnes
nitrogen_kg
diesel_litres
electricity_kwh
irrigation_water_m3
workers_total
workers_female
accidents_count
Adding these columns produces deeper ESG insights:
phosphate_kg, potash_kg, organic_manure_kg
pesticide_liters, herbicide_liters, fungicide_liters
soil_organic_matter_pct, soil_ph
crop_rotation, cover_cropping
training_hours, living_wage_paid
certification, farm_safety_policy,
pesticide_handling_training, grievance_mechanism
cattle_headcount, daily_milk_litres,
feed_kg_day, manure_tonnes_year, vet_visits_per_year
irrigation_method
Install dependencies:
pip install -r requirements.txt
Run the multi-farm dashboard:
streamlit run agri_esg_dashboard.py
Run the single-farm ESG analysis tool:
streamlit run farm_esg_analysis.py
These applications are optimised for deployment on Streamlit Cloud, and can be linked to your Google domain:
Example subdomain mapping:
AgriESG aims to become the sustainability engine for global agriculture by providing:
- Data-driven ESG scoring
- Traceability for supply chains
- Climate-smart insights
- Carbon credit readiness
- Financial inclusion using ESG-backed farm profiles
We believe every farmer deserves access to simple, transparent sustainability tools.
AgriESG Website: https://agriesg.co.uk Email: info@agriesg.co.uk
For partnerships, pilots, or investor enquiries, please get in touch.