Institutional Terms, Governance & Data Policy
Statutory meteorological mandate, data protection standards, and dispute escalation protocols
1. Statutory Authority & Meteorological Advisory Mandate
The Department of Climate Change and Meteorological Services (DCCMS), operating under the Ministry of Natural Resources and Climate Change, is the sole statutory authority responsible for the observation, forecasting, and official issuance of severe weather warnings in the Republic of Malawi.
All hydrometeorological risk matrices, spatial polygons, and early action trigger recommendations presented on this platform are generated through automated integrations with numerical weather prediction models (DCCMS WRF 4km) and river gauge telemetry. While DCCMS maintains rigorous quality assurance, atmospheric models represent probabilistic simulations. Statutory emergency declarations remain the exclusive mandate of the Department of Disaster Management Affairs (DoDMA) and the Office of the President and Cabinet (OPC).
2. Demographic Data Suppression & Privacy Safeguarding Policy
To uphold the privacy of vulnerable populations and adhere to the National Statistical Office (NSO) Act and international humanitarian data protection standards, this platform enforces strict statistical disclosure controls:
- Reporting Floor (N < 5): At the Group Village Headman (GVH) and localized community mesh level, disaggregated counts for specific vulnerability categories (e.g., persons with disabilities, female-headed households, extreme child/elderly ratios) containing fewer than 5 individuals are suppressed and marked with an asterisk (*) or aggregated into the broader Traditional Authority summary.
- Protection from Re-Identification: In small rural settlements, exact headcounts linked to specialized vulnerability categories create a substantial risk of individual re-identification. Suppressing small cell counts protects vulnerable citizens from social stigma or targeted exploitation during disaster relief distributions.
- Authorized Access: Unredacted vulnerability registries for direct humanitarian relief logistics are restricted to accredited DoDMA National Emergency Operations Centre (NEOC) officers and District Commissioners via authenticated, auditable sessions.
3. Institutional Dispute & Classification Review Protocol
In the event that a District Commissioner (DC), District Civil Protection Committee (DCPC), or participating humanitarian partner disputes an automated model risk classification (e.g., automated system indicates "Be Aware" while local ground observations report active river bank overflow):
- Local Ground Submission: The DCPC submits an expedited Ground Verification Report to the DCCMS National Forecasting Centre via the emergency operational hotline or web portal.
- Forecaster Review: A designated DCCMS Senior Forecaster cross-examines the local report against satellite radar observations, gauge telemetry, and synoptic pressure fields.
- Manual Classification Override: The Senior Forecaster holds statutory authority to manually override any automated polygon or district score (e.g., upgrading "Be Aware" to "Take Action").
- Immutable Audit Logging: Every manual override requires a mandatory justification note and is permanently recorded in the system audit log with timestamp and officer credentials.
- DoDMA Notification: Immediate broadcast of the reclassified bulletin to DoDMA NEOC and all affected sector leads.
4. Data Lineage, Inter-Agency Attribution & Licensing
The Malawi National Impact-Based Forecasting platform synthesizes datasets across multiple national and international agencies. Attribution is gratefully acknowledged: