5.1 Collection and management of data and information
- Establishment of a baseline on non-economic and social loss and damage, as well as regarding culture, territory, indigenous knowledge systems, ecosystem services.
- Development of databases and information services to support risk profiling and risk assessment of a variety of timeframes by different actors and stakeholders in their decision-processes.
- Setting up a registry/Mapping of at-risk populations to assess sea level rise induced relocation costs for coastal communities.
Analyses of data and information (including climate change projections, impact analyses, hazard mapping, etc):
- Development of local to national climate change scenarios and production of projections of climate risk.
- Conduct of pilot loss and damage assessments for certain key agricultural commodities which are vulnerable to climate change, such as rice, aquaculture, and fruits.
- Construction of multivariate impacts and loss databases to support assessments and reporting including through the use of bigdata methods.
- Design of shared database systems to support different ministries and other stakeholders in the country including data collection, storage and sharing protocols and policies.
- Quantitative assessment of risk for important systems to inform decision-making, in particular, selection of risk management approaches.
- Costing of impacts in the present as well as for projected impacts for use in costs-benefit analyses to appraise options.
- Methods for automated and semi-automated inventorying of infrastructure and assets such as involving geospatial technologies and artificial intelligence.
- Estimation and outreach on future climate change risks to inform investor decisions.
- Development of standardized set of risk assessment guidelines for community/subnational level to prepare and maintain inventories of at-risk assets.
- National-scale site characterization to support hazard mapping, zoning and other land use planning.
Design and implementation of projects on Loss and Damage:
- Setting up cross-ministerial/sectoral coordination mechanism for the dissemination and linking warnings with early action, and the deployment of emergency assistance for communities.
- Linking national systematic observations and monitoring to regional and global efforts (for relevant variables, hazards and systems).
- Development of protocols (legal, social, financial, institutional) for relocation to ensure effective buy-in of all stakeholders.
- Development of alternative livelihood programs, livelihood transformation programs, and vocational training for coastal communities and other at-risk population groups.
- Development of infrastructure and plans for relocation/resettlement of households and communities from frequently affected areas.
- Design of proposals and access to financing for climate information services and early warning systems under the GCF and other funding channels.
- Development of funding proposals related to the strategic workstreams of the five-year rolling workplan of the Executive Committee.
- Optimal design of sustainable public works (drainage, transportation and other critical and protective infrastructure).
- Optimizing land use based on available resources (e.g. water resources, energy, etc).
- Optimizing financing between different measures to address risk comprehensively/trade-off analyses in deciding on balance between investment in preemptive measures and measures to address residual risk.
- Protection of cultural heritage and traditional knowledge.
- Sustainable landscape management including nature-based solutions.
Financial instruments (such as insurance, risk pooling, contingency funds, etc):
- Design of combinations of appropriate risk finance tools and instruments applicable to a specific country context and vulnerable groups.
- Development and deployment of forecast-based finance instruments to minimize potential losses to productive systems.
- Design and financing of social protection measures.
- Development of different insurance mechanisms.
- Design of national trust/contingency/recovery funds.
- Development of national finance instruments (bonds, etc).
- Development of regional finance instruments (regional risk facilities, etc).
- Development of legal instruments to manage planned migration.
- Development of curriculum on various relevant aspects of climate change and loss and damage.