A portfolio-scale physical-climate risk screen for a Ghanaian lender — every asset pinned and scored across flood, coastal, heat, riparian, land and drought hazards, ranked by vulnerability, concentrated geographically, and translated into a collateral-haircut and climate-ECL overlay with scenario horizons — structured for the Bank of Ghana Climate-Related Financial Risk Directive, the Ghana Sustainable Banking Principles and IFRS S2 / TCFD.
⚑ Wholly synthetic demonstration portfolio — fictitious asset IDs, loan exposures and LTVs placed across REAL Ghanaian localities with accurate coordinates. Digital addresses are GhanaPostGPS-style but synthetic. No real bank, borrower or property is represented. Hazards are screening-grade estimates from the location SEED model. For a live engagement, the bank's anonymised property book is ingested and screened on the same engine.
This report screens Residential & commercial mortgage book — synthetic demo (200 assets) for Demo Bank Ghana (illustrative) against physical-climate & environmental hazards, ranks every asset by vulnerability, maps the geographic concentration of risk, and translates the exposure into a collateral-haircut and climate-adjusted Expected-Credit-Loss (ECL) overlay — structured as evidence for the Bank of Ghana Climate-Related Financial Risk Directive and IFRS S2 / TCFD.
○ Screening data: seed location model — instant, zero-load default. Run a live screen (SafeGround + FloodGuard) for engine-backed flood, riparian, coastal and land layers.
Vulnerability is a weighted composite of flood, coastal, heat, riparian, land and drought hazards (weights in §Methodology). Bands: Low <25, Moderate 25–50, High 50–75, Critical ≥75 (of 100).
200 assets pinned by vulnerability band. Low Moderate High Critical · switch to Satellite/Hybrid (top-right) to see building footprints.
Where the book — and its high-risk exposure — clusters.
| Region / cluster | Assets | Exposure | % High+ risk | High+ exposure |
|---|---|---|---|---|
| Greater Accra | 127 | GHS 107.43M | 33% | GHS 34.99M |
| Ashanti | 28 | GHS 20.96M | 28% | GHS 5.84M |
| Western | 7 | GHS 5.47M | 63% | GHS 3.42M |
| Central | 8 | GHS 3.54M | 0% | GHS 0 |
| Eastern | 5 | GHS 3.23M | 0% | GHS 0 |
| Northern | 10 | GHS 3.04M | 100% | GHS 3.04M |
| Volta | 8 | GHS 2.12M | 100% | GHS 2.12M |
| Bono | 4 | GHS 1.46M | 0% | GHS 0 |
| Upper East | 3 | GHS 945k | 100% | GHS 945k |
Disparate-impact view: localities where High+ risk and repricing concentrate. A flagged locality is where risk-based outcomes could disproportionately affect a community — every high-risk asset routes to adaptation structuring (never a location denial), and price-based exclusion is the bank's market-conduct responsibility.
18 localities flagged where the High+ rate is ≥ 73% (≥ 1.5× the book's 48% average).
| Locality | Assets | Exposure | High+ rate | Mean repricing |
|---|---|---|---|---|
| Odawna, Accra ⚠ concentrated | 7 | GHS 2.72M | 100% | 18.3% |
| Kwame Nkrumah Circle, Accra ⚠ concentrated | 6 | GHS 2.96M | 100% | 17.4% |
| Adabraka, Accra ⚠ concentrated | 5 | GHS 2.25M | 100% | 18.0% |
| Agbogbloshie, Accra ⚠ concentrated | 4 | GHS 1.18M | 100% | 24.4% |
| Korle Gonno, Accra ⚠ concentrated | 5 | GHS 2.81M | 100% | 26.2% |
| Jamestown, Accra ⚠ concentrated | 5 | GHS 2.28M | 100% | 24.4% |
| Glefe, Accra ⚠ concentrated | 3 | GHS 880k | 100% | 18.4% |
| Ada Foah, Ada ⚠ concentrated | 4 | GHS 1.48M | 100% | 21.2% |
| Keta, Keta ⚠ concentrated | 4 | GHS 1.18M | 100% | 22.4% |
| Anloga, Keta ⚠ concentrated | 4 | GHS 935k | 100% | 19.9% |
| Takoradi (coast), Sekondi-Takoradi ⚠ concentrated | 4 | GHS 3.42M | 100% | 21.9% |
| Tamale Central, Tamale ⚠ concentrated | 5 | GHS 1.76M | 100% | 5.7% |
Number of assets at High or Critical for each hazard. An asset exposed to several hazards is counted under each, so these counts (and the per-hazard exposures elsewhere) can overlap and sum above the portfolio total — they are not a partition.
Two channels, kept separate. (1) Physical damage — an Average Annual Loss (AAL) per hazard from a depth-damage × frequency proxy: GHS 3.62M/yr of expected (mostly uninsured) damage. (2) Market repricing — a forward collateral devaluation that raises stressed LTV and loss-given-default, driving GHS 28.00M of potential collateral shortfall and an GHS 462k/yr indicative climate ECL uplift. A single severe event in Greater Accra could cause GHS 11.33M of correlated, simultaneous loss.
⚠ Indicative annual marginal overlay — not a lifetime/12-month staged IFRS 9 ECL, not a valuation, not the bank's PD/LGD model. All parameters (AAL, repricing, downturn LGD, PD, ~90% uninsured) are illustrative and exposed for calibration — see §Methodology and the gap register.
| Asset | Locality | Band | Exposure | LTV | AAL/yr | Repricing | Str. LTV | LGD | Shortfall | ECL+/yr |
|---|---|---|---|---|---|---|---|---|---|---|
| GH-MORT-0118 | Labone, Accra | Moderate | GHS 2.80M | 78% | 1.9% | 10% | 86% | 25% | GHS 698k | GHS 12k |
| GH-MORT-0110 | Airport Residential, Accra | Moderate | GHS 3.27M | 79% | 1.3% | 7% | 85% | 22% | GHS 738k | GHS 12k |
| GH-MORT-0105 | Airport Residential, Accra | Moderate | GHS 3.62M | 65% | 0.2% | 1% | 66% | 5% | GHS 32k | GHS 16 |
| GH-MORT-0106 | Airport Residential, Accra | Moderate | GHS 3.24M | 63% | 1.3% | 7% | 68% | 5% | GHS 103k | GHS 116 |
| GH-MORT-0114 | Roman Ridge, Accra | High | GHS 2.17M | 61% | 2.9% | 14% | 71% | 14% | GHS 295k | GHS 4k |
| GH-MORT-0111 | Roman Ridge, Accra | Moderate | GHS 2.38M | 78% | 2.0% | 10% | 86% | 26% | GHS 610k | GHS 10k |
| GH-MORT-0089 | East Legon, Accra | Moderate | GHS 3.33M | 58% | 0.1% | 0% | 58% | 5% | GHS 0 | GHS 5 |
| GH-MORT-0108 | Airport Residential, Accra | Moderate | GHS 2.64M | 71% | 0.1% | 0% | 72% | 9% | GHS 228k | GHS 2k |
| GH-MORT-0100 | Cantonments, Accra | Moderate | GHS 2.25M | 65% | 1.2% | 6% | 69% | 5% | GHS 116k | GHS 149 |
| GH-MORT-0066 | Sakumono, Tema | Moderate | GHS 1.89M | 74% | 1.9% | 10% | 82% | 21% | GHS 398k | GHS 6k |
| GH-MORT-0082 | Dansoman, Accra | High | GHS 1.59M | 74% | 4.1% | 18% | 91% | 32% | GHS 504k | GHS 10k |
| GH-MORT-0112 | Roman Ridge, Accra | High | GHS 1.36M | 70% | 3.2% | 16% | 83% | 28% | GHS 380k | GHS 7k |
Top 12 by exposure × vulnerability. Full per-asset detail is in the CSV export.
How the share of exposure at High+ risk migrates over time under SSP2-4.5 — Middle of the road. Each hazard is intensified by an AR6-grounded factor (Rx1day rainfall, hot-day count, consecutive dry days, sea-level rise) and applied to today's score with a bounded saturating projection — a screening estimate, not a downscaled climate forecast. The interactive dashboard lets the user switch between the SSP1-2.6 / SSP2-4.5 / SSP5-8.5 pathways and 2030–2100, and pull any single asset through all three.
| Horizon | % exposure High+ | High+ exposure | Critical assets | Climate ECL uplift |
|---|---|---|---|---|
| Today | 34% | GHS 50.35M | 12 | GHS 462k |
| 2030 | 38% | GHS 56.73M | 19 | GHS 493k |
| 2050 | 47% | GHS 69.67M | 31 | GHS 532k |
Top 30 by exposure × vulnerability, with hazard fingerprint, data-confidence flag and the priority action. Hazard chips: Flood Coastal / sea-level Extreme heat Riparian proximity Land / contamination Drought / water stress.
| Asset | Property | Vuln. | Hazards | Conf. | Exposure |
|---|---|---|---|---|---|
| GH-MORT-0118 | GT-242-6248, Labone, Accra Residential · Greater Accra |
Moderate 45 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 2.80M |
| Priority actionFlood exposure here is largely PLUVIAL (rainfall / urban-drainage driven) and is substantially MITIGABLE — this asset need not stay in the high-flood band if drainage is built and maintained. Make engineered, maintained drainage a condition of the facility: correctly sized culverts/gutters, soakaways / SuDS, a raised plinth and finished-floor elevation, plus a desilting & maintenance covenant. Verified drainage works can move the asset out of the high-flood band and protect the collateral — finance them as a green-retrofit loan. Confirm flood insurance in the interim. | |||||
| GH-MORT-0110 | GT-480-4342, Airport Residential, Accra Residential · Greater Accra |
Moderate 38 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 3.27M |
| Priority actionSome water-stress sensitivity in the locality. | |||||
| GH-MORT-0105 | GA-289-4891, Airport Residential, Accra Residential · Greater Accra |
Moderate 34 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 3.62M |
| Priority actionSome water-stress sensitivity in the locality. | |||||
| GH-MORT-0106 | GZ-353-5446, Airport Residential, Accra Apartment · Greater Accra |
Moderate 37 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 3.24M |
| Priority actionSome water-stress sensitivity in the locality. | |||||
| GH-MORT-0114 | GE-441-2385, Roman Ridge, Accra Residential · Greater Accra |
High 54 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 2.17M |
| Priority actionFlood exposure here is largely PLUVIAL (rainfall / urban-drainage driven) and is substantially MITIGABLE — this asset need not stay in the high-flood band if drainage is built and maintained. Make engineered, maintained drainage a condition of the facility: correctly sized culverts/gutters, soakaways / SuDS, a raised plinth and finished-floor elevation, plus a desilting & maintenance covenant. Verified drainage works can move the asset out of the high-flood band and protect the collateral — finance them as a green-retrofit loan. Confirm flood insurance in the interim. | |||||
| GH-MORT-0111 | GD-977-5188, Roman Ridge, Accra Apartment · Greater Accra |
Moderate 44 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 2.38M |
| Priority actionFlood exposure here is largely PLUVIAL (rainfall / urban-drainage driven) and is substantially MITIGABLE — this asset need not stay in the high-flood band if drainage is built and maintained. Make engineered, maintained drainage a condition of the facility: correctly sized culverts/gutters, soakaways / SuDS, a raised plinth and finished-floor elevation, plus a desilting & maintenance covenant. Verified drainage works can move the asset out of the high-flood band and protect the collateral — finance them as a green-retrofit loan. Confirm flood insurance in the interim. | |||||
| GH-MORT-0089 | GM-270-1330, East Legon, Accra Apartment · Greater Accra |
Moderate 31 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 3.33M |
| Priority actionSome water-stress sensitivity in the locality. | |||||
| GH-MORT-0108 | GD-395-2492, Airport Residential, Accra Residential · Greater Accra |
Moderate 33 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 2.64M |
| Priority actionSome water-stress sensitivity in the locality. | |||||
| GH-MORT-0100 | GZ-778-0845, Cantonments, Accra Apartment · Greater Accra |
Moderate 38 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 2.25M |
| Priority actionSome water-stress sensitivity in the locality. | |||||
| GH-MORT-0066 | GA-085-7022, Sakumono, Tema Apartment · Greater Accra |
Moderate 44 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 1.89M |
| Priority actionFlood exposure here is largely PLUVIAL (rainfall / urban-drainage driven) and is substantially MITIGABLE — this asset need not stay in the high-flood band if drainage is built and maintained. Make engineered, maintained drainage a condition of the facility: correctly sized culverts/gutters, soakaways / SuDS, a raised plinth and finished-floor elevation, plus a desilting & maintenance covenant. Verified drainage works can move the asset out of the high-flood band and protect the collateral — finance them as a green-retrofit loan. Confirm flood insurance in the interim. | |||||
| GH-MORT-0082 | GE-719-7434, Dansoman, Accra Residential · Greater Accra |
High 51 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 1.59M |
| Priority actionCoastal erosion / sea-level exposure: obtain shoreline-setback confirmation and a coastal-defence statement; treat as elevated collateral risk on long-tenor loans. | |||||
| GH-MORT-0112 | GM-646-4708, Roman Ridge, Accra Residential · Greater Accra |
High 58 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 1.36M |
| Priority actionFlood exposure here is largely PLUVIAL (rainfall / urban-drainage driven) and is substantially MITIGABLE — this asset need not stay in the high-flood band if drainage is built and maintained. Make engineered, maintained drainage a condition of the facility: correctly sized culverts/gutters, soakaways / SuDS, a raised plinth and finished-floor elevation, plus a desilting & maintenance covenant. Verified drainage works can move the asset out of the high-flood band and protect the collateral — finance them as a green-retrofit loan. Confirm flood insurance in the interim. | |||||
| GH-MORT-0175 | WN-810-2392, Takoradi (coast), Sekondi-Takoradi Residential · Western |
High 55 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 1.43M |
| Priority actionCoastal erosion / sea-level exposure: obtain shoreline-setback confirmation and a coastal-defence statement; treat as elevated collateral risk on long-tenor loans. | |||||
| GH-MORT-0144 | AK-095-7075, Ahodwo, Kumasi Residential · Ashanti |
Moderate 36 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 2.13M |
| Priority actionModerate thermal stress: note cooling-cost sensitivity. | |||||
| GH-MORT-0071 | GS-987-5096, Sakumono, Tema Apartment · Greater Accra |
High 54 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 1.43M |
| Priority actionFlood exposure here is largely PLUVIAL (rainfall / urban-drainage driven) and is substantially MITIGABLE — this asset need not stay in the high-flood band if drainage is built and maintained. Make engineered, maintained drainage a condition of the facility: correctly sized culverts/gutters, soakaways / SuDS, a raised plinth and finished-floor elevation, plus a desilting & maintenance covenant. Verified drainage works can move the asset out of the high-flood band and protect the collateral — finance them as a green-retrofit loan. Confirm flood insurance in the interim. | |||||
| GH-MORT-0109 | GZ-102-8617, Airport Residential, Accra Apartment · Greater Accra |
Moderate 38 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 1.98M |
| Priority actionSome water-stress sensitivity in the locality. | |||||
| GH-MORT-0012 | GZ-093-0771, Kaneshie, Accra Commercial · Greater Accra |
High 63 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 1.20M |
| Priority actionFlood exposure here is largely PLUVIAL (rainfall / urban-drainage driven) and is substantially MITIGABLE — this asset need not stay in the high-flood band if drainage is built and maintained. Make engineered, maintained drainage a condition of the facility: correctly sized culverts/gutters, soakaways / SuDS, a raised plinth and finished-floor elevation, plus a desilting & maintenance covenant. Verified drainage works can move the asset out of the high-flood band and protect the collateral — finance them as a green-retrofit loan. Confirm flood insurance in the interim. | |||||
| GH-MORT-0079 | GW-569-0166, Dansoman, Accra Residential · Greater Accra |
High 56 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 1.32M |
| Priority actionFlood exposure combines a drainage-mitigable pluvial component with riverine / coastal inundation that drainage cannot fix. Require engineered + maintained drainage (culverts, soakaways, raised plinth) AND a shoreline/riverbank setback or defence statement; treat the locational inundation component as a hard collateral constraint and confirm flood insurance. | |||||
| GH-MORT-0093 | GW-449-2037, East Legon, Accra Residential · Greater Accra |
Moderate 30 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 2.40M |
| Priority actionSome water-stress sensitivity in the locality. | |||||
| GH-MORT-0132 | AS-062-6523, Asafo, Kumasi Commercial · Ashanti |
High 54 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 1.36M |
| Priority actionFlood exposure here is largely PLUVIAL (rainfall / urban-drainage driven) and is substantially MITIGABLE — this asset need not stay in the high-flood band if drainage is built and maintained. Make engineered, maintained drainage a condition of the facility: correctly sized culverts/gutters, soakaways / SuDS, a raised plinth and finished-floor elevation, plus a desilting & maintenance covenant. Verified drainage works can move the asset out of the high-flood band and protect the collateral — finance them as a green-retrofit loan. Confirm flood insurance in the interim. | |||||
| GH-MORT-0128 | AS-119-2290, Asafo, Kumasi Mixed-use · Ashanti |
High 58 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 1.21M |
| Priority actionFlood exposure here is largely PLUVIAL (rainfall / urban-drainage driven) and is substantially MITIGABLE — this asset need not stay in the high-flood band if drainage is built and maintained. Make engineered, maintained drainage a condition of the facility: correctly sized culverts/gutters, soakaways / SuDS, a raised plinth and finished-floor elevation, plus a desilting & maintenance covenant. Verified drainage works can move the asset out of the high-flood band and protect the collateral — finance them as a green-retrofit loan. Confirm flood insurance in the interim. | |||||
| GH-MORT-0068 | GA-974-5733, Sakumono, Tema Apartment · Greater Accra |
Moderate 40 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 1.67M |
| Priority actionSome water-stress sensitivity in the locality. | |||||
| GH-MORT-0103 | GW-425-7905, Cantonments, Accra Commercial · Greater Accra |
Moderate 38 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 1.77M |
| Priority actionSome water-stress sensitivity in the locality. | |||||
| GH-MORT-0133 | AK-657-9783, Asafo, Kumasi Mixed-use · Ashanti |
High 62 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 1.04M |
| Priority actionSits within a watercourse / riparian buffer: confirm building permit and buffer compliance; heightened pluvial & legal-setback risk. | |||||
| GH-MORT-0149 | AS-029-2955, Nhyiaeso, Kumasi Apartment · Ashanti |
Moderate 43 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 1.42M |
| Priority actionFlood exposure here is largely PLUVIAL (rainfall / urban-drainage driven) and is substantially MITIGABLE — this asset need not stay in the high-flood band if drainage is built and maintained. Make engineered, maintained drainage a condition of the facility: correctly sized culverts/gutters, soakaways / SuDS, a raised plinth and finished-floor elevation, plus a desilting & maintenance covenant. Verified drainage works can move the asset out of the high-flood band and protect the collateral — finance them as a green-retrofit loan. Confirm flood insurance in the interim. | |||||
| GH-MORT-0018 | GM-899-9295, Kwame Nkrumah Circle, Accra Mixed-use · Greater Accra |
High 59 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 1.01M |
| Priority actionFlood exposure here is largely PLUVIAL (rainfall / urban-drainage driven) and is substantially MITIGABLE — this asset need not stay in the high-flood band if drainage is built and maintained. Make engineered, maintained drainage a condition of the facility: correctly sized culverts/gutters, soakaways / SuDS, a raised plinth and finished-floor elevation, plus a desilting & maintenance covenant. Verified drainage works can move the asset out of the high-flood band and protect the collateral — finance them as a green-retrofit loan. Confirm flood insurance in the interim. | |||||
| GH-MORT-0116 | GA-920-7622, Labone, Accra Residential · Greater Accra |
Moderate 38 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 1.52M |
| Priority actionSome water-stress sensitivity in the locality. | |||||
| GH-MORT-0028 | GZ-492-3502, Adabraka, Accra Mixed-use · Greater Accra |
High 64 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 862k |
| Priority actionFlood exposure here is largely PLUVIAL (rainfall / urban-drainage driven) and is substantially MITIGABLE — this asset need not stay in the high-flood band if drainage is built and maintained. Make engineered, maintained drainage a condition of the facility: correctly sized culverts/gutters, soakaways / SuDS, a raised plinth and finished-floor elevation, plus a desilting & maintenance covenant. Verified drainage works can move the asset out of the high-flood band and protect the collateral — finance them as a green-retrofit loan. Confirm flood insurance in the interim. | |||||
| GH-MORT-0104 | GS-884-1143, Cantonments, Accra Apartment · Greater Accra |
Moderate 39 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 1.41M |
| Priority actionSome water-stress sensitivity in the locality. | |||||
| GH-MORT-0131 | AS-222-7264, Asafo, Kumasi Commercial · Ashanti |
Moderate 43 | FlCoExRiLaDr | ◆ Medium · PCAF 4 | GHS 1.27M |
| Priority actionFlood exposure here is largely PLUVIAL (rainfall / urban-drainage driven) and is substantially MITIGABLE — this asset need not stay in the high-flood band if drainage is built and maintained. Make engineered, maintained drainage a condition of the facility: correctly sized culverts/gutters, soakaways / SuDS, a raised plinth and finished-floor elevation, plus a desilting & maintenance covenant. Verified drainage works can move the asset out of the high-flood band and protect the collateral — finance them as a green-retrofit loan. Confirm flood insurance in the interim. | |||||
How this screen maps to the frameworks a Ghanaian bank must satisfy. Needs bank data / sign-off marks requirements that depend on the bank's own governance, models or disclosure — see the gap register (§8).
Regulatory basis (verified June 2026): the Bank of Ghana Climate-Related Financial Risk Directive was issued November 2024 (under Act 930 s.92(1) and related Acts) and is effective for banks from January 2026 (SDIs/NBFIs from January 2027); it requires disclosure aligned to IFRS S2 / ISSB. ICAG's IFRS S1/S2 roadmap (28 March 2024) is voluntary 2024–2026 and mandatory for Significant Public Interest Entities from 1 January 2027. Confirm the latest text against the BoG primary source before filing.
| Ref | Requirement | Topic | Status | Evidence |
|---|---|---|---|---|
| Governance | Board & senior-management oversight of climate-related financial risk | Governance | Needs bank data / sign-off | Bank governance |
| Risk Mgmt | Identify & assess climate physical-risk exposures across the portfolio | Risk management | Addressed (screening) | Portfolio screen |
| Risk Mgmt | Climate risk integrated into credit risk management & ECL | Risk management | Partial | Finance overlay (ECL) |
| Scenario | Forward-looking climate scenario analysis / stress testing | Scenario | Partial | Scenario projection |
| Disclosure | Disclosure of climate-related risks & portfolio exposure | Disclosure | Addressed (screening) | Portfolio report |
| Data | Data & methodology for climate-risk measurement, with quality flags | Data | Addressed (screening) | Confidence flags |
| Ref | Requirement | Topic | Status | Evidence |
|---|---|---|---|---|
| P1 | Environmental & social risk management in business decisions | E&S risk | Addressed (screening) | Portfolio screen |
| P2 | Manage the bank's own E&S footprint | Footprint | Needs bank data / sign-off | Bank operations |
| P3 | Protect human rights & vulnerable groups in lending (anti-redlining / just transition) | Social | Partial | Adaptation-first origination + land/community screen |
| P4 | Financial inclusion & women's economic empowerment | Inclusion | Needs bank data / sign-off | Bank strategy — out of scope of a physical-collateral screen |
| P5 | Promote green / climate-resilient finance & resource efficiency | Green finance | Addressed (screening) | Green/resilience-loan pipeline |
| P6 | Capacity building on sustainable finance | Capacity | Needs bank data / sign-off | Bank / sector programme — out of scope |
| P7 | Report & disclose sustainability performance | Reporting | Addressed (screening) | Portfolio report |
| SGN | Vulnerable-sector exposure per the Sector Guidance Notes (Construction & Real Estate) | Sector notes | Partial | Property book maps onto the Construction & Real Estate SGN |
| Ref | Requirement | Topic | Status | Evidence |
|---|---|---|---|---|
| Pillar 1 | ESG integration — physical-climate ESRM in the credit process | ESG integration | Addressed (screening) | Portfolio screen + origination |
| Pillar 2 | Climate-risk management — physical risk identified, measured, disclosed | Climate risk | Addressed (screening) | Portfolio screen + BoG return |
| Pillar 2 (nature) | Nature / biodiversity (TNFD) dependency & impact risk | Nature | Gap | Out of scope — physical climate only; Land hazard is a proximity screen, not a TNFD assessment |
| Pillar 3 | Financing sustainability — green / resilience-lending pipeline | Financing | Partial | Adaptation/green-loan candidate pipeline (pre-eligibility) |
| Ref | Requirement | Topic | Status | Evidence |
|---|---|---|---|---|
| Governance | Governance of climate-related risks & opportunities | Governance | Needs bank data / sign-off | Bank governance |
| Strategy | Physical-risk exposure of the lending book & its financial effects | Strategy | Addressed (screening) | Portfolio screen + finance overlay |
| Risk Mgmt | Processes to identify, assess & manage climate risk | Risk management | Partial | Portfolio screen |
| Metrics | Climate metrics: % of exposure at high physical risk; climate ECL | Metrics & targets | Addressed (screening) | Portfolio metrics |
| Resilience | Climate resilience under multiple scenarios / horizons | Strategy | Partial | Scenario projection |
| Ref | Requirement | Topic | Status | Evidence |
|---|---|---|---|---|
| Physical | Acute & chronic physical-risk assessment under NGFS pathways | Physical risk | Partial | Scenario projection |
| Horizons | Short / medium / long horizon (2030 / 2050) exposure view | Horizons | Addressed (screening) | Scenario projection |
| Transmission | Transmission of physical risk to credit loss | Transmission | Partial | Finance overlay (ECL) |
| Ref | Requirement | Topic | Status | Evidence |
|---|---|---|---|---|
| Geocoding | Asset-level location data with quality scoring | Data quality | Addressed (screening) | Confidence flags |
| Coverage | Portfolio coverage & per-asset confidence flags | Data quality | Addressed (screening) | Confidence flags |
| Ref | Requirement | Topic | Status | Evidence |
|---|---|---|---|---|
| Scope 3 | Financed-emissions baseline for the real-estate book (cross-sell) | Emissions | Gap | Not yet in scope |
The figures a Ghanaian bank files under the BoG Climate-Related Financial Risk Directive — material risk + exposure to vulnerable segments. Parameter set: BoG baseline v1 (2026-06) · seed screen · as of 2026-08-11. Headline: 34% of exposure at High+ risk; GHS 462k/yr climate ECL uplift; GHS 28.00M stressed collateral shortfall; largest single-event loss GHS 11.33M (Greater Accra). Exportable as a filing CSV.
| Region | Exposure | High+ | % High+ |
|---|---|---|---|
| Greater Accra | GHS 107.43M | GHS 34.99M | 33% |
| Ashanti | GHS 20.96M | GHS 5.84M | 28% |
| Western | GHS 5.47M | GHS 3.42M | 63% |
| Central | GHS 3.54M | GHS 0 | 0% |
| Eastern | GHS 3.23M | GHS 0 | 0% |
| Northern | GHS 3.04M | GHS 3.04M | 100% |
| Volta | GHS 2.12M | GHS 2.12M | 100% |
| Bono | GHS 1.46M | GHS 0 | 0% |
| Upper East | GHS 945k | GHS 945k | 100% |
| Type | Exposure | High+ |
|---|---|---|
| Residential | GHS 67.87M | GHS 23.02M |
| Apartment | GHS 37.54M | GHS 6.16M |
| Commercial | GHS 23.46M | GHS 11.97M |
| Mixed-use | GHS 18.46M | GHS 9.06M |
| Industrial | GHS 863k | GHS 132k |
6 of 12 items are reliance-blocking. PortfolioCheck is screening-grade triage that flags collateral for closer review — it complements the bank's credit process; it does not certify it.
| # | Area | What is required | Owner | Severity |
|---|---|---|---|---|
| G01 | Property valuation | Climate haircuts are applied to an implied collateral value, not a surveyed valuation. The bank's valuation must confirm property values. | Bank credit / valuation | BLOCKING |
| G02 | PD / LGD models | ECL figures use illustrative default PD/LGD parameters. The bank must substitute its own IFRS 9 term-structure and recovery model. | Bank risk modelling | BLOCKING |
| G03 | Building-level resilience | Finished-floor elevation, flood defences and construction quality are not observed unless the bank records completed adaptation measures per asset; absent that, resilience is assumed unmitigated. | Survey / site inspection | BLOCKING |
| G04 | Adaptation evidence | Recorded adaptation measures that reduce an asset's risk are SELF-REPORTED until accepted by the supervisor; they receive no regulatory credit until taken in full once the bank holds evidence (site inspection / as-built / maintenance covenant). The bank must hold that evidence before relying on the reduced figures in a regulatory return. | Bank / site verification | BLOCKING |
| G05 | Insurance status | Whether each property carries valid flood/peril cover is a key loss mitigant and is not in the book; confirm per asset. | Bank / borrower records | BLOCKING |
| G06 | Governance & disclosure | Board oversight, the bank's own footprint and the formal disclosure statement are governance items this screen cannot produce. | Bank governance | BLOCKING |
| G07 | Scenario calibration | Forward views use IPCC AR6 SSP intensification factors applied with a bounded saturating map — screening estimates, not downscaled climate projections. Confirm the pathway and horizon assumptions before external disclosure. | Climate science / consultant | Advisory |
| G08 | Transition risk out of scope | This screen covers PHYSICAL climate risk only. The BoG Directive also requires transition risk (policy, carbon, stranded-asset) — material for a mortgage book mainly via energy-efficiency repricing; assess separately. | Bank / consultant | Advisory |
| G09 | Nature / biodiversity (TNFD) out of scope | This screen covers PHYSICAL CLIMATE risk only. Nature-related financial risk (TNFD dependencies & impacts) is deliberately out of scope; the Land hazard is a proximity screen (Ramsar/protected/contamination), NOT a nature dependency/impact assessment. Assess via a TNFD-aligned process. | Bank / consultant | Advisory |
| G10 | Social / inclusion & just transition | Financial-inclusion, gender and just-transition dimensions (SBP P3/P4; IFC SBFN) are out of scope of a physical-collateral screen. The tool's anti-redlining safeguard keeps credit flowing to exposed communities via a financeable fix (never a location denial), but inclusion is assessed by the bank. | Bank / SBP programme | Advisory |
| G11 | Price-based exclusion (market conduct) | The origination safeguard prevents a location DENIAL, but risk-based repricing/ECL can still price a poor flood-zone borrower out. Price-based exclusion is a market-CONDUCT matter the bank must govern (affordability, conduct rules); the tool flags it but does not cap pricing. | Bank market-conduct / BoG conduct | Advisory |
| G12 | Refer-resolution audit | A high-risk 'Refer for adaptation structuring' hands off to a credit officer who could still decline. The bank must LOG each refer's resolution (offer made / adaptation loan structured / declined-with-reason) and report the split so the anti-redlining safeguard is auditable, not just a suggestion. | Bank credit workflow | Advisory |
Vulnerability. Composite = 50% weighted hazard load (Flood 34% · Coastal / sea-level 18% · Extreme heat 16% · Riparian proximity 12% · Land / contamination 10% · Drought / water stress 10%) + 50% of the single worst hazard, so one extreme hazard that can impair the security is not averaged away (bands: Low <25 · Moderate 25–50 · High 50–75 · Critical ≥75). Each hazard is scored 0–1 from a Ghana location model (SEED) and, in live mode, overlaid with SafeGround (flood / river / coastal / land) and FloodGuard (flood susceptibility), FloodGuard felt-heat (ERA5) and NASA POWER rainfall climatology (drought / water-stress).
Hazard → money (two channels). (1) Physical damage — an Average Annual Loss (AAL) per hazard = max-AAL × score1.5 (building-collateral ceilings: flood 5%; financially supported coastal risk 5.5%). Riparian proximity is represented through flood to avoid double counting; heat, land and drought remain due-diligence scores without a standalone building-damage AAL until a case-specific impairment model is supplied. Hazard AALs are combined across hazards; damage is assumed mostly uninsured in Ghana (~90% assumed — penetration is very low, so the loss falls on the collateral). (2) Market repricing — a forward collateral devaluation = ~35% of the capitalised AAL (cap rate 9%) + an insurability premium, capped at 40%; this raises the stressed LTV. ECL = PD × LGD × EAD (indicative annual marginal): LGD from realisable collateral with a smooth downturn liquidation, floored at 5% (Basel-style, so no LTV kink); PD = 2% base, rising with negative equity (strategic default) and uninsured damage. Not a lifetime/12-month staged IFRS 9 ECL, not a valuation. The single-event figure is a correlated-tail proxy (one severe event hitting all High+ assets in a region at once). Data quality is flagged on the PCAF 1–5 scale (screening is never better than 3). Scenario multipliers are illustrative — anchor to IPCC AR6 SLR / NGFS before disclosure. All parameters are exposed for recalibration against the bank's own loss experience.
PortfolioCheck screens the institution's anonymised mortgage / property book on Ghana-resolution engines and returns a board- and BoG-Directive-ready report like this — with the collateral, LTV and climate-ECL overlay, scenario horizons and a green-loan origination shortlist. Your loan data can be screened on-premise so it never leaves the bank.
Review the methodology