Green Resilience
Selected work

Selected work and example applications.

Green Resilience combines research, data, and operational insight to support practical climate-risk decisions across agriculture, exposed operations, and resilience programmes.

Research application

Agricultural climate risk in South African maize production

Multi-hazard climate-risk modelling applied to South African maize production, focusing on the interaction between drought, heat, excess water, vulnerability, and production risk.

What it demonstrates
  • Multi-hazard agricultural risk analysis
  • Crop and region-specific climate indicators
  • Vulnerability and preparedness assessment
  • Translation of research into decision-support logic
Advisory / platform application

Farmer advisory services with mobile delivery channels

Design of weather-based recommendations that can be delivered through partner channels such as mobile apps, chatbots, WhatsApp, SMS, or field advisory networks.

What it demonstrates
  • Location-specific weather advisories
  • Crop-specific recommendations
  • Partner-based dissemination
  • Scalable farmer-facing climate services
Pilot-style use case

Climate-risk SaaS pilots for exposed operations

Site-level dashboards, alerts, and reporting concepts for organisations needing to monitor climate risks across assets, activities, or operational territories.

What it demonstrates
  • Operational risk dashboards
  • Custom thresholds
  • Alerting and reporting
  • Portfolio-level monitoring
Programme support

Development and resilience programmes

Climate intelligence designed to support adaptation planning, donor-funded resilience initiatives, and local decision-making.

What it demonstrates
  • Climate-risk evidence for programme design
  • Early warning and preparedness logic
  • Local adaptation planning
  • Reporting for stakeholders and partners
Data integration

Satellite and weather-data integration

Combining satellite indicators, forecasts, and climate thresholds to identify emerging risks across farms, territories, and operational sites.

What it demonstrates
  • Satellite monitoring
  • Weather forecast integration
  • Spatial risk detection
  • Data-to-decision workflows
Partner integration / advisory application

Farmer advisory through partner channels

Green Resilience can support farmer-facing platforms and programmes by generating structured weather-risk and agronomic advisory outputs for delivery through mobile apps, chatbots, WhatsApp, SMS, dashboards, or extension networks.

What it demonstrates
  • API-based advisory integration
  • Farmer-facing weather-risk guidance
  • Crop and location-specific recommendations
  • Partner-led dissemination
  • Scalable advisory for agribusinesses and programmes
  • Responsible uncertainty handling
Agricultural operations / example application

Weather intelligence for drone spraying operations

Green Resilience can support weather-sensitive spraying operations by combining short-term forecasts, crop context, disease-risk windows, and operational thresholds into practical spray suitability guidance.

This example shows how climate intelligence can be embedded into existing agricultural service workflows rather than requiring farmers or operators to adopt a separate complex platform. Guidance can be designed for rapid explanation, simple onboarding, and field-level decision-making.

What it demonstrates
  • Spray timing advisory
  • Weather-driven disease-risk windows
  • Go / caution / do not spray guidance
  • Wind, humidity, rainfall, and temperature thresholds
  • Operator and farmer confidence support
  • WhatsApp, SMS, dashboard, or partner-platform delivery
Agriculture / example application

Soil moisture and irrigation decision support

Green Resilience can support irrigation decisions through satellite-based soil moisture monitoring, field-level coverage, weather forecasts, and practical recommendations.

What it demonstrates
  • Soil moisture monitoring
  • Irrigation timing support
  • Water-stress indicators
  • Field-level advisory
  • Low-hardware scaling
  • Practical farmer adoption
Industrial operations / example application

Climate intelligence for industrial operations

Green Resilience can support mining, energy, infrastructure, and heavy industry by transforming environmental data into risk scores, operational windows, alerts, and integration-ready feeds.

What it demonstrates
  • Asset and site-level risk scoring
  • HSE and operational thresholds
  • Maintenance and access windows
  • Workflow escalation
  • Simulation and planning inputs
  • Climate projection stress-testing
Decision-support / example application

Operational windows for weather-sensitive activities

Green Resilience can help organisations identify when to act, when to wait, and when to escalate by converting weather and climate signals into operational windows.

What it demonstrates
  • Best execution windows
  • Avoid windows
  • Time-to-impact warnings
  • Threshold-based decision logic
  • Role-based recommendations
  • Evidence packs and audit trails

Some examples are shown as selected work, research applications, or pilot-style use cases. Further client references and detailed case studies will be added as permissions and project milestones allow.

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