Datasets:

electricsheepafrica
/

africa-synth-infrastructure-climate-resilient-health-systems-all

record_id string	scenario string	year int64	setting string	facility_level string	climate_event int64	hazard_type string	event_severity string	structural_vulnerability int64	facility_damaged int64	energy_reliable int64	solar_backup int64	power_outage int64	water_supply_reliable int64	water_disrupted int64	cold_chain_functional int64	vaccine_wastage int64	workforce_per_10k float64	staff_absenteeism_pct float64	surge_capacity_score float64	early_warning_system int64	climate_health_plan int64	contingency_fund int64	supply_chain_resilience float64	stockout_essential_meds int64	service_continuity int64	outpatient_disrupted int64	vaccination_disrupted int64	maternity_disrupted int64	excess_mortality int64	resilience_score float64	adaptation_investment_usd float64
FRA-00000	fragile_low_resilience	2,022	rural	regional_hospital	0	none	none	1	0	0	0	0	0	0	0	1	4.9	0.11	0.31	0	0	0	0.31	0	1	0	0	0	0	0.24	788
FRA-00001	fragile_low_resilience	2,022	peri_urban	district_hospital	1	wildfire	high	0	0	1	0	0	1	0	1	0	6.3	0.46	0.15	0	0	0	0.39	1	0	1	1	0	0	0.55	3,334
FRA-00002	fragile_low_resilience	2,022	peri_urban	primary_health_centre	0	none	none	0	0	0	0	0	1	0	0	1	5.7	0.18	0.21	0	0	0	0.21	0	0	0	0	0	0	0.31	903
FRA-00003	fragile_low_resilience	2,012	peri_urban	primary_health_centre	0	none	none	0	0	0	0	0	0	0	0	1	7.4	0.13	0.14	0	0	0	0.11	0	1	0	0	0	0	0.22	6,384
FRA-00004	fragile_low_resilience	2,020	peri_urban	district_hospital	0	none	none	0	0	0	0	0	1	0	1	0	3.9	0.09	0.26	0	0	0	0.3	0	0	0	0	0	0	0.4	501
FRA-00005	fragile_low_resilience	2,020	rural	primary_health_centre	1	wildfire	high	0	0	0	0	0	0	0	0	1	4.4	0.3	0.16	0	0	0	0.28	1	0	1	1	0	0	0.21	2,928
FRA-00006	fragile_low_resilience	2,020	peri_urban	district_hospital	1	heatwave	low	0	0	0	0	1	1	0	0	1	3.1	0.15	0.15	0	0	1	0.07	0	0	1	1	0	0	0.38	716
FRA-00007	fragile_low_resilience	2,024	peri_urban	primary_health_centre	1	heatwave	moderate	0	0	1	0	0	0	1	0	1	1	0.23	0.19	0	0	1	0.19	1	1	0	1	0	0	0.41	4,749
FRA-00008	fragile_low_resilience	2,022	rural	national_referral	1	heatwave	low	0	0	1	1	0	0	0	0	1	9.7	0.21	0.19	0	0	0	0.2	0	1	0	1	0	0	0.41	6,101
FRA-00009	fragile_low_resilience	2,014	rural	regional_hospital	1	flood	moderate	0	0	1	0	0	0	0	0	1	4.5	0.27	0.37	1	0	1	0.24	0	0	1	1	0	0	0.5	1,909
FRA-00010	fragile_low_resilience	2,021	rural	primary_health_centre	0	none	none	1	0	0	0	0	0	0	0	1	9	0.14	0.12	1	0	0	0.12	0	1	0	0	0	0	0.32	5,064
FRA-00011	fragile_low_resilience	2,019	urban	regional_hospital	0	none	none	0	0	1	1	0	0	0	0	1	1	0.14	0.07	0	0	0	0.14	0	0	0	0	0	0	0.31	6,675
FRA-00012	fragile_low_resilience	2,014	rural	district_hospital	0	none	none	1	0	1	0	0	1	0	0	1	2	0.14	0.29	0	0	0	0.09	0	1	0	0	0	0	0.41	28
FRA-00013	fragile_low_resilience	2,019	peri_urban	primary_health_centre	1	heatwave	high	0	0	1	1	0	1	0	1	0	9.7	0.37	0.11	0	0	1	0.39	1	0	1	1	0	1	0.67	2,725
FRA-00014	fragile_low_resilience	2,024	urban	district_hospital	0	none	none	0	0	1	0	0	0	0	0	1	1	0.14	0.22	0	0	0	0.29	0	1	0	0	0	0	0.3	2,565
FRA-00015	fragile_low_resilience	2,015	rural	district_hospital	1	wildfire	high	0	0	0	0	1	0	1	0	1	4.1	0.35	0.12	0	0	0	0.23	1	1	0	1	0	0	0.22	3,879
FRA-00016	fragile_low_resilience	2,012	urban	regional_hospital	0	none	none	0	0	0	0	0	0	0	1	0	1.4	0.12	0.24	0	0	0	0.29	0	0	0	0	0	0	0.3	2,364
FRA-00017	fragile_low_resilience	2,019	urban	primary_health_centre	1	flood	moderate	0	0	0	0	0	0	0	0	1	5.8	0.21	0.18	0	0	0	0.12	1	0	1	1	0	0	0.19	5,418
FRA-00018	fragile_low_resilience	2,018	rural	national_referral	0	none	none	0	0	1	0	0	0	0	1	0	9.8	0.13	0.21	0	0	0	0.06	0	0	0	0	0	0	0.43	853
FRA-00019	fragile_low_resilience	2,022	rural	national_referral	0	none	none	1	0	0	0	0	1	0	0	1	3	0.16	0.29	0	1	0	0.23	0	0	0	0	0	0	0.43	29,144
FRA-00020	fragile_low_resilience	2,020	rural	primary_health_centre	1	drought	high	1	0	1	0	0	0	0	0	1	9	0.35	0.36	0	0	0	0.07	1	1	0	1	0	0	0.39	1,188
FRA-00021	fragile_low_resilience	2,011	peri_urban	primary_health_centre	0	none	none	0	0	1	1	0	1	0	0	1	3	0.17	0.18	0	0	0	0.21	0	0	0	0	0	0	0.5	1,315
FRA-00022	fragile_low_resilience	2,024	rural	district_hospital	1	heatwave	low	1	0	0	0	0	0	0	0	1	2.5	0.12	0	0	1	0	0.48	0	0	1	1	0	0	0.3	11,548
FRA-00023	fragile_low_resilience	2,020	rural	district_hospital	0	none	none	0	0	0	0	0	0	0	0	1	9.3	0.15	0.27	0	0	0	0.3	0	0	0	0	0	0	0.27	3,899
FRA-00024	fragile_low_resilience	2,011	rural	primary_health_centre	1	heatwave	moderate	1	0	0	0	1	1	0	0	1	1	0.1	0.13	0	0	0	0.31	0	0	1	1	0	0	0.3	933
FRA-00025	fragile_low_resilience	2,018	rural	primary_health_centre	0	none	none	0	0	0	0	0	0	0	0	1	4.4	0.22	0.15	1	0	0	0.44	0	1	0	0	0	0	0.31	3,430
FRA-00026	fragile_low_resilience	2,010	rural	primary_health_centre	0	none	none	0	0	0	0	0	1	0	1	0	2.5	0.16	0.18	0	0	1	0.13	0	0	0	0	0	0	0.44	2,028
FRA-00027	fragile_low_resilience	2,018	peri_urban	regional_hospital	0	none	none	0	0	0	0	0	0	0	1	0	2.3	0.15	0.24	0	0	0	0.34	0	1	0	0	0	0	0.29	1,943
FRA-00028	fragile_low_resilience	2,015	peri_urban	primary_health_centre	1	drought	moderate	0	0	0	0	0	0	0	0	1	1.5	0.24	0.07	1	0	0	0.15	0	0	1	1	0	0	0.28	3,655
FRA-00029	fragile_low_resilience	2,021	rural	primary_health_centre	1	cyclone	moderate	0	0	0	0	0	0	0	1	0	3.1	0.22	0.26	0	1	0	0.31	1	0	1	1	0	0	0.41	24,531
FRA-00030	fragile_low_resilience	2,021	urban	primary_health_centre	1	drought	high	1	1	0	0	1	0	0	0	1	1.9	0.23	0.39	0	0	0	0.21	1	0	1	1	1	1	0.23	1,531
FRA-00031	fragile_low_resilience	2,022	urban	primary_health_centre	1	flood	moderate	0	0	0	0	0	0	0	0	1	4.5	0.33	0.07	0	1	0	0.27	1	0	1	1	0	0	0.31	10,735
FRA-00032	fragile_low_resilience	2,015	urban	primary_health_centre	1	wildfire	moderate	0	0	0	0	0	1	0	1	0	7.5	0.27	0.49	0	0	0	0.35	0	0	1	1	0	0	0.44	1,793
FRA-00033	fragile_low_resilience	2,019	rural	district_hospital	0	none	none	0	0	0	0	0	1	0	0	1	2.5	0.11	0	1	0	0	0.38	0	1	0	0	0	0	0.38	606
FRA-00034	fragile_low_resilience	2,011	peri_urban	primary_health_centre	1	heatwave	moderate	1	1	0	0	1	0	0	1	1	7.1	0.23	0.08	0	0	0	0.07	0	0	1	1	0	0	0.26	5,252
FRA-00035	fragile_low_resilience	2,021	rural	primary_health_centre	1	wildfire	low	1	1	1	0	0	1	0	0	1	1.9	0.11	0.21	0	0	0	0.21	0	1	0	1	0	0	0.46	1,222
FRA-00036	fragile_low_resilience	2,022	rural	district_hospital	0	none	none	1	0	0	0	0	0	0	1	0	6	0.06	0.21	0	0	0	0.46	0	1	0	0	0	0	0.33	2,873
FRA-00037	fragile_low_resilience	2,012	rural	district_hospital	1	heatwave	high	1	1	0	0	1	1	0	0	1	5.1	0.34	0.07	0	1	0	0.31	1	0	1	1	1	0	0.43	1,532
FRA-00038	fragile_low_resilience	2,014	peri_urban	district_hospital	1	drought	moderate	0	0	0	0	0	0	0	1	0	3.3	0.26	0.14	1	0	0	0.28	1	0	1	1	0	0	0.42	18,677
FRA-00039	fragile_low_resilience	2,023	rural	primary_health_centre	0	none	none	0	0	0	0	0	0	0	0	1	1	0.17	0.39	1	0	0	0.14	0	1	0	0	0	0	0.34	874
FRA-00040	fragile_low_resilience	2,010	urban	primary_health_centre	0	none	none	0	0	0	0	0	0	0	0	1	7.6	0.11	0.32	0	0	0	0.25	0	1	0	0	0	0	0.25	1,169
FRA-00041	fragile_low_resilience	2,020	rural	national_referral	1	flood	high	0	0	0	0	1	1	0	0	1	3.2	0.35	0.23	0	0	0	0.02	1	1	0	1	0	0	0.29	5,535
FRA-00042	fragile_low_resilience	2,023	urban	national_referral	0	none	none	1	0	1	0	0	0	0	1	0	1	0.11	0.13	0	0	0	0.38	0	0	0	0	0	0	0.39	1,341
FRA-00043	fragile_low_resilience	2,016	rural	district_hospital	0	none	none	1	0	0	0	0	1	0	0	1	1.2	0.15	0.07	0	0	0	0.18	0	0	0	0	0	0	0.3	6,612
FRA-00044	fragile_low_resilience	2,015	rural	primary_health_centre	1	flood	high	0	0	0	0	1	0	1	0	1	4.3	0.35	0.2	0	0	0	0.29	1	1	0	1	0	0	0.24	833
FRA-00045	fragile_low_resilience	2,023	rural	district_hospital	0	none	none	0	0	0	0	0	1	0	0	1	6.1	0	0	0	0	0	0.16	0	1	0	0	0	0	0.29	3,170
FRA-00046	fragile_low_resilience	2,021	peri_urban	primary_health_centre	0	none	none	0	0	0	0	0	1	0	0	1	4.2	0.11	0.31	1	0	0	0.28	0	0	0	0	0	0	0.41	7,520
FRA-00047	fragile_low_resilience	2,017	peri_urban	district_hospital	0	none	none	0	0	0	0	0	1	0	0	1	6.1	0.18	0.03	0	0	0	0.21	0	0	0	0	0	0	0.32	1,324
FRA-00048	fragile_low_resilience	2,016	peri_urban	primary_health_centre	0	none	none	0	0	0	0	0	0	0	0	1	4.8	0.11	0.15	0	0	1	0.33	0	0	0	0	0	0	0.29	171
FRA-00049	fragile_low_resilience	2,015	rural	district_hospital	0	none	none	1	0	0	0	0	1	0	1	0	4	0.18	0.24	0	0	0	0	0	0	0	0	0	0	0.33	633
FRA-00050	fragile_low_resilience	2,020	rural	national_referral	1	drought	low	0	0	0	0	0	0	0	0	1	2.1	0.25	0.28	0	0	0	0.19	0	0	1	1	0	0	0.18	1,548
FRA-00051	fragile_low_resilience	2,021	rural	primary_health_centre	1	drought	low	1	0	0	0	0	0	0	1	0	4.8	0.15	0.25	0	0	0	0.12	0	0	1	1	0	0	0.3	617
FRA-00052	fragile_low_resilience	2,020	urban	national_referral	1	flood	high	1	0	0	0	1	0	1	0	1	3.2	0.35	0.3	0	0	0	0.24	1	0	1	1	0	0	0.24	2,183
FRA-00053	fragile_low_resilience	2,017	rural	district_hospital	1	cyclone	high	0	0	0	0	1	0	0	0	1	4.3	0.36	0.21	1	0	0	0.13	1	1	0	1	0	0	0.3	321
FRA-00054	fragile_low_resilience	2,020	urban	primary_health_centre	1	cyclone	high	0	0	0	0	1	0	0	1	1	5.1	0.35	0.2	0	0	0	0.18	1	1	0	1	0	1	0.29	906
FRA-00055	fragile_low_resilience	2,022	rural	national_referral	1	drought	moderate	1	0	0	0	0	1	0	1	0	3.9	0.24	0.02	0	0	0	0.47	1	1	0	0	0	0	0.36	491
FRA-00056	fragile_low_resilience	2,017	peri_urban	regional_hospital	0	none	none	1	0	0	0	0	0	0	1	0	7.6	0.11	0.28	1	0	0	0.29	0	1	0	0	0	0	0.42	2,324
FRA-00057	fragile_low_resilience	2,017	urban	primary_health_centre	1	drought	low	0	0	1	1	0	1	0	0	1	6.3	0.19	0.12	0	0	1	0.52	0	0	1	1	0	0	0.56	3,461
FRA-00058	fragile_low_resilience	2,011	rural	primary_health_centre	0	none	none	1	0	0	0	0	0	0	0	1	6.2	0.19	0.09	0	0	0	0.32	0	0	0	0	0	0	0.21	3,501
FRA-00059	fragile_low_resilience	2,018	rural	national_referral	1	heatwave	moderate	1	0	1	1	0	0	0	0	1	3.4	0.3	0.21	0	0	0	0.06	1	0	1	1	0	0	0.37	6,437
FRA-00060	fragile_low_resilience	2,015	rural	primary_health_centre	1	flood	moderate	1	1	0	0	0	1	0	0	1	7	0.28	0.27	1	0	0	0.29	0	1	0	1	1	0	0.45	90
FRA-00061	fragile_low_resilience	2,021	urban	primary_health_centre	0	none	none	1	0	0	0	0	0	0	0	1	11	0.19	0.22	0	0	0	0.28	0	0	0	0	0	0	0.22	1,349
FRA-00062	fragile_low_resilience	2,013	peri_urban	regional_hospital	1	flood	high	0	0	0	0	0	0	1	0	1	4	0.29	0.3	0	0	0	0.47	1	0	1	1	0	0	0.27	662
FRA-00063	fragile_low_resilience	2,020	rural	district_hospital	1	heatwave	moderate	1	1	1	0	0	1	0	0	1	5.8	0.27	0.42	1	0	0	0.22	0	0	1	1	1	0	0.54	3,079
FRA-00064	fragile_low_resilience	2,010	peri_urban	primary_health_centre	0	none	none	1	0	0	0	0	0	0	1	0	7.2	0.25	0.26	0	0	0	0.22	0	0	0	0	0	0	0.33	6,260
FRA-00065	fragile_low_resilience	2,015	rural	primary_health_centre	0	none	none	1	0	0	0	0	0	0	0	1	7.5	0.17	0.01	1	0	0	0.27	0	0	0	0	0	0	0.34	829
FRA-00066	fragile_low_resilience	2,018	rural	primary_health_centre	1	heatwave	low	1	0	0	0	0	0	1	1	0	1	0.29	0.27	0	0	0	0.39	1	1	0	0	0	0	0.29	1,517
FRA-00067	fragile_low_resilience	2,023	rural	district_hospital	1	cyclone	moderate	0	0	0	0	1	1	0	1	1	8	0.3	0.2	0	0	0	0.42	0	0	1	1	0	0	0.45	1,791
FRA-00068	fragile_low_resilience	2,013	urban	primary_health_centre	1	heatwave	moderate	0	0	0	0	0	0	0	0	1	6.1	0.18	0.37	0	1	0	0.43	0	0	1	1	0	1	0.37	2,952
FRA-00069	fragile_low_resilience	2,022	rural	district_hospital	0	none	none	0	0	0	0	0	0	0	0	1	2.8	0.11	0.26	0	0	0	0.09	0	1	0	0	0	0	0.16	171
FRA-00070	fragile_low_resilience	2,013	peri_urban	district_hospital	0	none	none	1	0	1	0	0	1	0	1	0	6.3	0.18	0.21	0	0	0	0.36	0	0	0	0	0	0	0.55	130
FRA-00071	fragile_low_resilience	2,015	rural	district_hospital	0	none	none	1	0	0	0	0	0	0	0	1	7.1	0.09	0.13	0	0	0	0.22	0	1	0	0	0	0	0.18	3,116
FRA-00072	fragile_low_resilience	2,015	rural	primary_health_centre	1	heatwave	low	1	0	0	0	0	0	0	0	1	1	0.19	0.18	0	0	1	0.23	0	0	1	1	0	0	0.25	4,722
FRA-00073	fragile_low_resilience	2,022	rural	primary_health_centre	0	none	none	0	0	0	0	0	0	0	0	1	7.5	0.16	0.19	0	0	0	0.15	0	1	0	0	0	0	0.23	453
FRA-00074	fragile_low_resilience	2,011	urban	primary_health_centre	0	none	none	0	0	1	1	0	0	0	1	0	3.8	0.16	0.1	0	0	0	0.11	0	1	0	0	0	0	0.45	8,323
FRA-00075	fragile_low_resilience	2,014	peri_urban	district_hospital	1	cyclone	low	1	0	0	0	1	1	0	0	1	6.7	0.16	0.19	0	0	0	0.13	0	0	1	1	0	0	0.31	2,490
FRA-00076	fragile_low_resilience	2,024	rural	primary_health_centre	0	none	none	1	0	0	0	0	0	0	1	0	8.8	0.08	0.16	0	0	0	0.22	0	0	0	0	0	0	0.32	2,839
FRA-00077	fragile_low_resilience	2,014	rural	regional_hospital	1	flood	high	1	1	1	0	0	0	1	0	1	8.4	0.23	0.39	1	0	0	0.15	1	1	0	1	0	0	0.43	2,150
FRA-00078	fragile_low_resilience	2,023	rural	district_hospital	0	none	none	0	0	0	0	0	1	0	1	0	5.2	0.14	0.34	0	0	0	0.4	0	0	0	0	0	0	0.42	944
FRA-00079	fragile_low_resilience	2,013	peri_urban	national_referral	0	none	none	0	0	0	0	0	0	0	0	1	10.4	0.21	0.12	0	0	0	0.17	0	1	0	0	0	0	0.2	2,643
FRA-00080	fragile_low_resilience	2,015	peri_urban	primary_health_centre	0	none	none	0	0	0	0	0	1	0	1	0	1.9	0.12	0.35	1	0	0	0.28	0	1	0	0	0	0	0.52	291
FRA-00081	fragile_low_resilience	2,021	rural	regional_hospital	0	none	none	0	0	1	0	0	0	0	1	0	1	0.16	0.06	0	0	0	0.28	0	0	0	0	0	0	0.38	3,213
FRA-00082	fragile_low_resilience	2,013	urban	regional_hospital	1	drought	low	0	0	0	0	0	0	1	1	0	8.1	0.13	0.12	0	1	1	0.14	0	0	1	1	0	0	0.44	10,112
FRA-00083	fragile_low_resilience	2,018	peri_urban	primary_health_centre	1	heatwave	low	0	0	0	0	1	1	0	0	1	1.1	0.23	0.11	1	0	0	0.36	0	0	1	1	0	0	0.39	931
FRA-00084	fragile_low_resilience	2,019	peri_urban	district_hospital	0	none	none	1	0	0	0	0	0	0	0	1	1.8	0.1	0.18	1	0	0	0.59	0	1	0	0	0	0	0.33	5,573
FRA-00085	fragile_low_resilience	2,021	rural	primary_health_centre	0	none	none	0	0	0	0	0	0	0	0	1	9.4	0.19	0.21	0	0	0	0.4	0	0	0	0	0	0	0.23	439
FRA-00086	fragile_low_resilience	2,013	rural	primary_health_centre	1	cyclone	moderate	1	0	1	0	0	1	0	0	1	6.3	0.23	0.15	0	0	0	0.25	0	0	1	1	0	0	0.4	2,009
FRA-00087	fragile_low_resilience	2,014	rural	district_hospital	0	none	none	0	0	0	0	0	0	0	0	1	7.3	0.21	0.28	0	0	0	0.44	0	0	0	0	0	0	0.25	6,497
FRA-00088	fragile_low_resilience	2,014	rural	district_hospital	0	none	none	0	0	0	0	0	0	0	0	1	2.3	0.12	0.2	0	0	0	0.01	0	0	0	0	0	0	0.16	136
FRA-00089	fragile_low_resilience	2,015	rural	district_hospital	1	flood	low	0	0	1	0	0	1	0	0	1	7	0.15	0.37	0	0	1	0.22	0	0	1	1	0	0	0.53	8,549
FRA-00090	fragile_low_resilience	2,021	peri_urban	national_referral	0	none	none	1	0	0	0	0	0	0	1	0	7.2	0.22	0.15	1	0	0	0.12	0	0	0	0	0	0	0.36	4,902
FRA-00091	fragile_low_resilience	2,011	rural	district_hospital	1	flood	low	0	0	0	0	1	0	0	1	1	6.8	0.19	0.27	0	1	0	0.19	0	0	1	1	0	0	0.42	5,986
FRA-00092	fragile_low_resilience	2,019	peri_urban	primary_health_centre	0	none	none	1	0	0	0	0	1	0	0	1	1	0.21	0.19	0	0	0	0.35	0	1	0	0	0	0	0.28	1,515
FRA-00093	fragile_low_resilience	2,024	peri_urban	primary_health_centre	0	none	none	1	0	0	0	0	1	0	0	1	1.2	0.15	0.05	0	0	1	0.16	0	1	0	0	0	0	0.31	1,487
FRA-00094	fragile_low_resilience	2,021	rural	primary_health_centre	0	none	none	0	0	0	0	0	0	0	0	1	4.1	0.12	0.22	0	0	0	0.16	0	1	0	0	0	0	0.21	1,305
FRA-00095	fragile_low_resilience	2,017	rural	district_hospital	1	flood	moderate	1	0	1	1	0	1	0	0	1	5.5	0.22	0.2	0	0	1	0.27	1	0	1	1	0	0	0.55	4,115
FRA-00096	fragile_low_resilience	2,010	peri_urban	district_hospital	1	cyclone	moderate	0	0	0	0	1	0	0	1	1	1	0.31	0.19	0	0	0	0.1	0	0	1	1	0	0	0.27	4,762
FRA-00097	fragile_low_resilience	2,011	rural	regional_hospital	0	none	none	0	0	0	0	0	0	0	0	1	1	0.18	0	0	0	0	0.19	0	1	0	0	0	0	0.17	1,686
FRA-00098	fragile_low_resilience	2,013	peri_urban	primary_health_centre	0	none	none	1	0	0	0	0	0	0	0	1	2.7	0.08	0.08	0	0	0	0.12	0	1	0	0	0	0	0.16	84
FRA-00099	fragile_low_resilience	2,014	peri_urban	primary_health_centre	0	none	none	0	0	0	0	0	0	0	0	1	1	0.24	0.23	0	0	0	0.37	0	1	0	0	0	0	0.23	529

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⚠️ Synthetic dataset — Parameterized from published SSA literature, not real observations. Not suitable for empirical analysis or policy inference.

Climate-Resilient Health Systems in Sub-Saharan Africa

Abstract

Synthetic dataset modelling health system resilience to climate hazards across three capacity scenarios in SSA. WHO-UNFCCC Health and Climate Change Country Profiles (2021) found that only 48% of African countries have climate-health adaptation plans, and most health facilities lack structural resilience, reliable energy, and surge capacity.

Scenarios

Fragile Low Resilience: Conflict-affected or LDC health systems with minimal preparedness.
Moderate Building Capacity: Middle-income SSA systems investing in climate adaptation.
Resilient Adapted: Systems with comprehensive climate-health plans and infrastructure.

Parameterization Evidence

Parameter	Value	Source	Year
48% African countries have climate-health plans	Preparedness	WHO-UNFCCC	2021
30% health facilities in climate-vulnerable zones	Infrastructure	WHO	2021
Solar backup reduces outage impact 60-80%	Adaptation	IRENA	2020

References

WHO-UNFCCC. Health and Climate Change Country Profiles. 2021.
WHO. Operational framework for climate-resilient health systems. 2015.
IRENA. Renewable energy for healthcare in SSA. 2020.

Citation

@dataset{electricsheepafrica_climate_resilient_health_systems_2025,
  title={Climate-Resilient Health Systems in Sub-Saharan Africa},
  author={Electric Sheep Africa},
  year={2025},
  publisher={HuggingFace},
  url={https://huggingface.co/datasets/electricsheepafrica/climate-resilient-health-systems}
}

License

CC-BY-4.0

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