Datasets:

electricsheepafrica
/

africa-synth-deforestation-one-health-climate-surveillance-all

record_id string	scenario string	year int64	month int64	setting string	temp_c float64	rainfall_mm float64	deforestation_rate float64	land_use_change string	climate_anomaly float64	enso_phase string	flood_event int64	wildlife_contact int64	bushmeat_consumption int64	livestock_density_per_km2 float64	animal_reservoir string	zoonotic_spillover_event int64	rvf_case int64	ebola_signal int64	lassa_case int64	any_zoonotic_event int64	amr_detected_livestock int64	antibiotic_livestock_use int64	surveillance_active int64	event_detected int64	detection_delay_days int64	one_health_platform int64	response_initiated int64	human_cases int64	animal_cases int64
ZOO-00000	zoonotic_hotspot_forest	2,022	8	urban	28.9	917	0.029	agricultural_expansion	0.9	la_nina	0	0	0	119	primate	0	0	0	0	0	1	0	0	0	17	0	0	0	0
ZOO-00001	zoonotic_hotspot_forest	2,024	6	urban	26.1	1,477	0.049	forest_intact	-0.5	neutral	0	1	0	227	dog	0	0	0	0	0	0	1	0	0	15	0	0	0	0
ZOO-00002	zoonotic_hotspot_forest	2,022	6	rural_forest	27.4	1,905	0.044	forest_intact	-0.3	neutral	0	1	0	152	livestock	0	0	0	0	0	0	0	0	0	23	0	0	0	0
ZOO-00003	zoonotic_hotspot_forest	2,015	10	rural_forest	26.1	1,900	0.033	urban_expansion	0.7	el_nino	0	1	1	145	bat	0	0	0	0	0	1	1	0	0	6	0	0	0	0
ZOO-00004	zoonotic_hotspot_forest	2,018	12	peri_urban	28.3	1,566	0.034	agricultural_expansion	-1	la_nina	0	0	0	48	rodent	0	0	0	0	0	0	1	1	0	10	0	0	0	0
ZOO-00005	zoonotic_hotspot_forest	2,013	2	rural_forest	27.5	1,392	0.019	agricultural_expansion	1.6	el_nino	0	0	0	132	livestock	1	0	0	0	1	1	1	0	0	11	0	0	2	4
ZOO-00006	zoonotic_hotspot_forest	2,018	6	peri_urban	22.7	1,694	0.03	agricultural_expansion	0.2	neutral	0	0	0	113	livestock	0	0	0	0	0	0	0	1	0	6	0	0	0	0
ZOO-00007	zoonotic_hotspot_forest	2,010	12	peri_urban	31.3	1,313	0.038	deforested	-0	la_nina	0	0	0	139	primate	0	1	0	0	1	0	0	0	0	14	0	0	3	4
ZOO-00008	zoonotic_hotspot_forest	2,012	9	peri_urban	24.8	1,287	0.038	urban_expansion	1.4	neutral	0	0	0	112	rodent	0	0	0	0	0	1	0	0	0	24	1	0	0	0
ZOO-00009	zoonotic_hotspot_forest	2,012	3	urban	26	1,485	0.042	agricultural_expansion	-0.2	el_nino	0	0	0	112	poultry	0	0	0	0	0	0	0	0	0	5	0	0	0	0
ZOO-00010	zoonotic_hotspot_forest	2,010	8	urban	25.7	848	0.028	agricultural_expansion	-0.9	el_nino	0	0	0	231	bat	0	0	0	0	0	0	1	1	0	1	1	0	0	0
ZOO-00011	zoonotic_hotspot_forest	2,022	2	rural_forest	26.5	1,872	0.046	forest_intact	0.2	neutral	0	1	1	108	rodent	0	0	0	0	0	0	0	1	0	1	0	0	0	0
ZOO-00012	zoonotic_hotspot_forest	2,014	8	rural_forest	25.5	1,211	0.046	forest_intact	0.5	la_nina	0	0	0	33	livestock	0	0	0	0	0	0	0	0	0	10	0	0	0	0
ZOO-00013	zoonotic_hotspot_forest	2,020	7	rural_forest	26.3	985	0.043	forest_intact	-0.1	el_nino	0	0	0	163	bat	0	0	0	0	0	0	0	0	0	13	0	0	0	0
ZOO-00014	zoonotic_hotspot_forest	2,020	1	peri_urban	24.6	1,874	0.038	agricultural_expansion	-0.1	la_nina	0	1	0	157	poultry	0	0	0	0	0	1	0	1	0	26	0	0	0	0
ZOO-00015	zoonotic_hotspot_forest	2,019	4	peri_urban	22.4	1,707	0.04	agricultural_expansion	0.6	neutral	0	0	0	17	poultry	1	0	0	0	1	0	0	0	0	7	0	0	1	8
ZOO-00016	zoonotic_hotspot_forest	2,024	1	urban	28.1	2,415	0.042	forest_intact	1.3	la_nina	1	0	0	97	rodent	0	0	0	0	0	0	1	0	0	13	0	0	0	0
ZOO-00017	zoonotic_hotspot_forest	2,022	9	rural_forest	27.3	1,866	0.044	forest_intact	-0.4	el_nino	0	1	1	130	rodent	1	1	0	0	1	1	0	1	0	9	0	0	2	4
ZOO-00018	zoonotic_hotspot_forest	2,012	10	rural_forest	26.3	1,881	0.049	agricultural_expansion	-1.8	neutral	0	1	0	144	poultry	1	0	0	0	1	0	0	1	0	2	0	0	3	4
ZOO-00019	zoonotic_hotspot_forest	2,015	9	rural_forest	27.7	1,591	0.038	deforested	-0.3	neutral	0	1	0	64	rodent	0	0	0	0	0	0	1	0	0	4	0	0	0	0
ZOO-00020	zoonotic_hotspot_forest	2,020	7	peri_urban	29.9	1,632	0.046	agricultural_expansion	-0.9	neutral	0	0	0	81	bat	0	0	0	0	0	0	1	0	0	8	1	0	0	0
ZOO-00021	zoonotic_hotspot_forest	2,022	5	urban	29.7	1,913	0.035	forest_intact	0.4	neutral	0	0	0	93	dog	0	0	0	0	0	1	0	1	0	2	0	0	0	0
ZOO-00022	zoonotic_hotspot_forest	2,024	12	urban	29.7	1,533	0.058	deforested	-0.4	neutral	0	1	0	133	primate	0	1	0	0	1	0	0	1	1	16	0	0	1	9
ZOO-00023	zoonotic_hotspot_forest	2,015	7	peri_urban	26	1,289	0.034	urban_expansion	0.7	neutral	0	0	0	82	bat	0	0	0	0	0	1	0	0	0	20	0	0	0	0
ZOO-00024	zoonotic_hotspot_forest	2,017	12	urban	22.2	1,195	0.034	urban_expansion	0.2	la_nina	0	1	0	61	primate	0	0	0	0	0	1	1	0	0	14	0	0	0	0
ZOO-00025	zoonotic_hotspot_forest	2,017	10	urban	28	1,398	0.05	agricultural_expansion	0.4	neutral	0	0	0	147	livestock	1	0	0	0	1	0	0	0	0	1	0	0	1	3
ZOO-00026	zoonotic_hotspot_forest	2,020	4	urban	30.2	2,492	0.036	agricultural_expansion	-1.1	neutral	1	0	0	106	poultry	0	0	0	0	0	0	1	0	0	47	0	0	0	0
ZOO-00027	zoonotic_hotspot_forest	2,023	3	peri_urban	26.7	2,184	0.032	forest_intact	-0.3	la_nina	1	1	0	129	bat	0	0	0	0	0	0	0	0	0	17	0	0	0	0
ZOO-00028	zoonotic_hotspot_forest	2,020	1	rural_forest	28.7	1,722	0.064	agricultural_expansion	0.6	la_nina	0	0	0	112	bat	0	0	0	0	0	0	1	0	0	49	0	0	0	0
ZOO-00029	zoonotic_hotspot_forest	2,017	4	rural_forest	22.5	1,311	0.029	forest_intact	-0.2	neutral	0	1	0	110	bat	0	0	0	0	0	0	1	1	0	1	0	0	0	0
ZOO-00030	zoonotic_hotspot_forest	2,010	2	peri_urban	23.9	1,840	0.026	urban_expansion	-0.9	neutral	0	1	1	10	primate	0	0	0	0	0	1	1	1	0	7	1	0	0	0
ZOO-00031	zoonotic_hotspot_forest	2,013	7	rural_forest	23.8	813	0.043	agricultural_expansion	0.9	el_nino	0	0	0	27	rodent	0	0	0	0	0	0	0	0	0	9	0	0	0	0
ZOO-00032	zoonotic_hotspot_forest	2,015	7	peri_urban	29.5	1,822	0.042	forest_intact	-1.3	el_nino	0	1	1	124	rodent	0	0	0	0	0	1	0	1	0	1	0	0	0	0
ZOO-00033	zoonotic_hotspot_forest	2,010	10	rural_forest	30.6	1,913	0.03	urban_expansion	-0.2	neutral	0	0	0	110	livestock	0	0	0	0	0	0	1	0	0	1	0	0	0	0
ZOO-00034	zoonotic_hotspot_forest	2,019	7	peri_urban	29.6	1,985	0.038	urban_expansion	-0.6	el_nino	0	0	0	131	rodent	0	0	0	0	0	1	0	1	0	1	0	0	0	0
ZOO-00035	zoonotic_hotspot_forest	2,023	5	rural_forest	22.8	948	0.043	deforested	0.4	el_nino	0	0	0	181	livestock	1	0	0	0	1	1	0	1	0	1	0	0	2	7
ZOO-00036	zoonotic_hotspot_forest	2,012	4	peri_urban	23.1	1,833	0.022	forest_intact	0.8	neutral	0	0	0	124	bat	0	0	0	0	0	0	0	0	0	8	0	0	0	0
ZOO-00037	zoonotic_hotspot_forest	2,015	2	urban	26.9	1,679	0.044	urban_expansion	1.2	el_nino	0	0	0	65	rodent	1	0	0	0	1	1	1	0	0	5	0	0	1	5
ZOO-00038	zoonotic_hotspot_forest	2,011	5	urban	25.5	1,739	0.037	forest_intact	-1	el_nino	0	0	0	178	poultry	0	0	0	0	0	0	0	0	0	4	0	0	0	0
ZOO-00039	zoonotic_hotspot_forest	2,017	4	rural_forest	27	1,757	0.049	urban_expansion	0.9	neutral	0	1	0	62	bat	0	0	0	0	0	0	1	0	0	11	0	0	0	0
ZOO-00040	zoonotic_hotspot_forest	2,017	11	urban	24.7	1,351	0.051	agricultural_expansion	1.6	la_nina	0	0	0	120	livestock	0	0	1	0	1	1	0	1	1	2	0	1	3	6
ZOO-00041	zoonotic_hotspot_forest	2,023	2	peri_urban	28.2	1,494	0.038	deforested	-0.1	el_nino	0	0	0	210	livestock	0	0	0	0	0	0	1	0	0	15	1	0	0	0
ZOO-00042	zoonotic_hotspot_forest	2,020	2	peri_urban	27.8	1,168	0.054	agricultural_expansion	0.1	neutral	0	0	0	68	livestock	0	0	0	0	0	0	0	0	0	13	0	0	0	0
ZOO-00043	zoonotic_hotspot_forest	2,020	8	rural_forest	29.4	1,671	0.035	forest_intact	-0.6	la_nina	0	0	0	120	livestock	0	0	0	0	0	0	1	0	0	14	0	0	0	0
ZOO-00044	zoonotic_hotspot_forest	2,024	1	urban	27.2	2,456	0.03	forest_intact	0.4	neutral	1	0	0	141	bat	0	0	0	0	0	0	0	0	0	7	0	0	0	0
ZOO-00045	zoonotic_hotspot_forest	2,012	9	rural_forest	23.8	1,280	0.034	deforested	0.2	neutral	0	0	0	91	dog	0	0	0	0	0	0	1	0	0	5	0	0	0	0
ZOO-00046	zoonotic_hotspot_forest	2,020	10	urban	29.5	2,153	0.045	urban_expansion	0.5	neutral	1	1	0	151	rodent	0	0	0	0	0	0	0	0	0	30	1	0	0	0
ZOO-00047	zoonotic_hotspot_forest	2,023	8	rural_forest	26.3	1,723	0.033	forest_intact	-0.3	la_nina	0	1	0	108	rodent	0	0	0	0	0	0	1	0	0	19	0	0	0	0
ZOO-00048	zoonotic_hotspot_forest	2,021	3	urban	30.4	788	0.021	forest_intact	-0.4	neutral	0	0	0	155	rodent	0	0	0	0	0	0	1	0	0	44	0	0	0	0
ZOO-00049	zoonotic_hotspot_forest	2,013	7	rural_forest	26.3	1,511	0.018	agricultural_expansion	-0.4	neutral	0	0	0	243	livestock	0	0	0	0	0	0	0	0	0	7	0	0	0	0
ZOO-00050	zoonotic_hotspot_forest	2,015	6	peri_urban	28.3	1,596	0.021	urban_expansion	1.5	neutral	0	0	0	151	poultry	0	0	0	0	0	0	1	1	0	1	0	0	0	0
ZOO-00051	zoonotic_hotspot_forest	2,013	7	rural_forest	25.7	1,364	0.026	forest_intact	-0.5	la_nina	0	0	0	135	livestock	0	0	0	0	0	1	0	0	0	23	0	0	0	0
ZOO-00052	zoonotic_hotspot_forest	2,024	6	rural_forest	28.5	1,398	0.05	urban_expansion	-2.3	neutral	0	1	0	61	primate	0	0	0	0	0	1	0	0	0	9	0	0	0	0
ZOO-00053	zoonotic_hotspot_forest	2,017	1	peri_urban	26.2	967	0.035	deforested	0.3	el_nino	0	0	0	196	primate	0	0	0	0	0	0	1	0	0	29	0	0	0	0
ZOO-00054	zoonotic_hotspot_forest	2,014	7	urban	28.3	1,808	0.049	urban_expansion	0	neutral	0	0	0	139	primate	0	0	1	0	1	0	0	1	0	1	0	0	2	7
ZOO-00055	zoonotic_hotspot_forest	2,023	10	rural_forest	21.9	1,815	0.051	agricultural_expansion	-2.8	neutral	0	0	0	70	bat	0	0	0	0	0	0	1	0	0	16	0	0	0	0
ZOO-00056	zoonotic_hotspot_forest	2,012	8	rural_forest	23.9	1,680	0.042	agricultural_expansion	-1.1	la_nina	0	1	1	157	bat	0	0	0	0	0	0	0	0	0	6	1	0	0	0
ZOO-00057	zoonotic_hotspot_forest	2,018	9	urban	31.6	1,714	0.031	deforested	-1.3	neutral	0	0	0	107	poultry	1	0	0	0	1	0	1	0	0	1	0	0	1	9
ZOO-00058	zoonotic_hotspot_forest	2,018	5	urban	29.9	2,029	0.009	deforested	1.2	neutral	0	0	0	32	bat	0	0	0	0	0	1	1	0	0	5	0	0	0	0
ZOO-00059	zoonotic_hotspot_forest	2,024	7	urban	29.4	1,487	0.042	forest_intact	-0	neutral	0	1	0	133	primate	0	0	0	0	0	1	1	0	0	5	0	0	0	0
ZOO-00060	zoonotic_hotspot_forest	2,022	2	rural_forest	29.8	1,663	0.033	deforested	-0.9	neutral	0	1	0	157	poultry	0	0	0	0	0	0	0	0	0	1	0	0	0	0
ZOO-00061	zoonotic_hotspot_forest	2,014	7	peri_urban	27.6	2,414	0.049	urban_expansion	-0.1	la_nina	1	0	0	104	livestock	0	0	0	0	0	0	0	0	0	6	0	0	0	0
ZOO-00062	zoonotic_hotspot_forest	2,022	5	peri_urban	24.3	1,101	0.024	forest_intact	-0.2	neutral	0	1	0	10	poultry	0	0	0	0	0	0	0	0	0	6	0	0	0	0
ZOO-00063	zoonotic_hotspot_forest	2,018	7	rural_forest	27.4	1,384	0.038	agricultural_expansion	0.3	el_nino	0	0	0	102	primate	0	0	0	0	0	1	0	0	0	8	0	0	0	0
ZOO-00064	zoonotic_hotspot_forest	2,015	3	rural_forest	28.1	1,913	0.015	forest_intact	-0.3	la_nina	0	0	0	84	primate	0	0	0	0	0	0	1	1	0	15	0	0	0	0
ZOO-00065	zoonotic_hotspot_forest	2,016	4	peri_urban	29	1,192	0.056	forest_intact	1.5	la_nina	0	0	0	36	dog	0	0	0	0	0	0	0	0	0	6	0	0	0	0
ZOO-00066	zoonotic_hotspot_forest	2,011	8	rural_forest	24.2	1,380	0.024	forest_intact	0.1	el_nino	0	0	0	113	poultry	0	0	0	0	0	0	1	0	0	7	0	0	0	0
ZOO-00067	zoonotic_hotspot_forest	2,016	12	urban	24.5	1,610	0.046	urban_expansion	-0.7	neutral	0	1	1	112	livestock	0	0	0	0	0	0	0	0	0	13	0	0	0	0
ZOO-00068	zoonotic_hotspot_forest	2,017	8	urban	30.2	1,226	0.036	forest_intact	1.4	neutral	0	0	0	49	rodent	0	0	0	0	0	1	1	0	0	3	0	0	0	0
ZOO-00069	zoonotic_hotspot_forest	2,023	5	rural_forest	25.5	1,802	0.043	agricultural_expansion	1.6	neutral	0	1	0	177	livestock	0	0	0	0	0	0	0	0	0	12	0	0	0	0
ZOO-00070	zoonotic_hotspot_forest	2,018	12	urban	22.2	1,827	0.023	agricultural_expansion	-0.7	la_nina	0	0	0	178	bat	0	0	0	0	0	0	0	0	0	21	0	0	0	0
ZOO-00071	zoonotic_hotspot_forest	2,016	9	peri_urban	30.6	2,017	0.029	deforested	-0.1	la_nina	0	0	0	134	livestock	0	0	0	0	0	0	0	1	0	5	0	0	0	0
ZOO-00072	zoonotic_hotspot_forest	2,019	8	rural_forest	28.3	1,412	0.041	deforested	-0.2	la_nina	0	0	0	93	livestock	0	0	0	0	0	1	1	1	0	22	0	0	0	0
ZOO-00073	zoonotic_hotspot_forest	2,020	6	peri_urban	27.5	2,266	0.035	agricultural_expansion	0.6	neutral	1	1	0	91	bat	0	0	0	0	0	1	1	1	0	1	0	0	0	0
ZOO-00074	zoonotic_hotspot_forest	2,011	1	urban	25.9	1,626	0.031	urban_expansion	-0.5	neutral	0	0	0	109	livestock	0	0	0	0	0	1	0	0	0	10	0	0	0	0
ZOO-00075	zoonotic_hotspot_forest	2,011	2	urban	26	1,912	0.023	urban_expansion	1.7	el_nino	0	1	0	175	primate	0	0	0	0	0	1	1	0	0	5	0	0	0	0
ZOO-00076	zoonotic_hotspot_forest	2,017	10	rural_forest	26.4	1,442	0.038	deforested	-1.3	el_nino	0	0	0	176	poultry	0	0	0	0	0	0	0	0	0	15	0	0	0	0
ZOO-00077	zoonotic_hotspot_forest	2,013	9	rural_forest	23.7	1,597	0.036	agricultural_expansion	-0.1	la_nina	0	0	0	104	primate	0	0	0	0	0	0	1	0	0	9	0	0	0	0
ZOO-00078	zoonotic_hotspot_forest	2,023	5	rural_forest	27.5	1,598	0.045	agricultural_expansion	-0.3	la_nina	0	0	0	167	primate	0	0	0	0	0	0	0	0	0	8	0	0	0	0
ZOO-00079	zoonotic_hotspot_forest	2,014	12	rural_forest	27.8	1,803	0.035	agricultural_expansion	-0.6	neutral	0	0	0	194	bat	0	0	0	0	0	0	1	0	0	5	0	0	0	0
ZOO-00080	zoonotic_hotspot_forest	2,014	9	rural_forest	25.6	1,541	0.044	forest_intact	1.4	la_nina	0	0	0	153	bat	0	1	0	0	1	1	1	0	0	6	0	0	3	2
ZOO-00081	zoonotic_hotspot_forest	2,021	1	rural_forest	23	1,693	0.03	agricultural_expansion	-0.8	el_nino	0	0	0	147	rodent	0	1	0	0	1	1	0	0	0	1	0	0	0	7
ZOO-00082	zoonotic_hotspot_forest	2,023	1	peri_urban	25.8	1,959	0.04	agricultural_expansion	-0.1	neutral	0	1	0	24	primate	0	0	0	0	0	0	0	0	0	4	0	0	0	0
ZOO-00083	zoonotic_hotspot_forest	2,016	8	urban	25.6	1,319	0.023	forest_intact	-1.8	el_nino	0	0	0	11	rodent	0	0	0	0	0	0	0	0	0	27	0	0	0	0
ZOO-00084	zoonotic_hotspot_forest	2,024	4	rural_forest	27.3	1,376	0.041	forest_intact	-0.1	neutral	0	0	0	144	bat	0	0	0	1	1	0	0	1	1	3	0	0	2	2
ZOO-00085	zoonotic_hotspot_forest	2,011	8	urban	28.1	1,681	0.041	agricultural_expansion	2.2	neutral	0	1	0	115	poultry	0	0	0	0	0	1	0	0	0	4	0	0	0	0
ZOO-00086	zoonotic_hotspot_forest	2,024	4	rural_forest	27.3	1,590	0.037	deforested	0.1	el_nino	0	0	0	121	dog	0	0	0	0	0	0	0	1	0	4	1	0	0	0
ZOO-00087	zoonotic_hotspot_forest	2,016	6	rural_forest	26.1	1,949	0.026	forest_intact	-0.8	neutral	0	0	0	153	livestock	0	0	0	0	0	1	0	1	0	1	0	0	0	0
ZOO-00088	zoonotic_hotspot_forest	2,012	4	urban	23.4	1,389	0.021	urban_expansion	-0.2	el_nino	0	1	1	139	primate	1	0	0	1	1	1	1	1	1	1	0	1	1	1
ZOO-00089	zoonotic_hotspot_forest	2,024	10	urban	26.8	1,436	0.038	agricultural_expansion	0.8	la_nina	0	0	0	151	poultry	0	0	0	0	0	0	1	0	0	1	0	0	0	0
ZOO-00090	zoonotic_hotspot_forest	2,022	10	urban	25.4	1,674	0.046	forest_intact	-0.3	la_nina	0	0	0	130	bat	0	0	0	0	0	0	1	0	0	3	0	0	0	0
ZOO-00091	zoonotic_hotspot_forest	2,019	8	rural_forest	29.1	1,634	0.062	agricultural_expansion	0.2	neutral	0	0	0	80	rodent	0	0	0	0	0	0	0	1	0	6	0	0	0	0
ZOO-00092	zoonotic_hotspot_forest	2,011	7	rural_forest	28.5	1,304	0.02	urban_expansion	-0.7	neutral	0	1	1	80	livestock	1	0	0	0	1	0	1	1	0	3	0	0	2	4
ZOO-00093	zoonotic_hotspot_forest	2,020	7	rural_forest	27.5	948	0.03	agricultural_expansion	2	el_nino	0	0	0	114	bat	0	0	0	0	0	1	1	0	0	28	0	0	0	0
ZOO-00094	zoonotic_hotspot_forest	2,018	12	rural_forest	28.2	1,978	0.035	urban_expansion	0.8	la_nina	0	0	0	151	bat	0	0	0	0	0	0	0	0	0	18	0	0	0	0
ZOO-00095	zoonotic_hotspot_forest	2,021	10	urban	24.8	1,682	0.043	forest_intact	-1.1	neutral	0	0	0	134	bat	0	0	0	0	0	1	1	0	0	22	0	0	0	0
ZOO-00096	zoonotic_hotspot_forest	2,015	8	rural_forest	23.8	1,339	0.034	agricultural_expansion	-2.4	neutral	0	0	0	116	primate	0	0	0	0	0	0	1	0	0	9	0	0	0	0
ZOO-00097	zoonotic_hotspot_forest	2,015	4	rural_forest	26.6	954	0.03	forest_intact	-3	neutral	0	1	0	165	bat	0	0	0	0	0	0	1	0	0	26	0	0	0	0
ZOO-00098	zoonotic_hotspot_forest	2,016	7	rural_forest	27.9	2,000	0.048	forest_intact	-0.8	neutral	0	0	0	166	poultry	1	0	0	0	1	0	0	0	0	24	0	0	1	5
ZOO-00099	zoonotic_hotspot_forest	2,016	7	peri_urban	27.8	2,040	0.047	forest_intact	1.5	neutral	0	0	0	146	poultry	0	0	0	0	0	1	0	0	0	2	0	0	0	0

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

One Health Climate Surveillance in Sub-Saharan Africa

Abstract

Synthetic dataset modelling zoonotic disease emergence, One Health surveillance, and climate-driven spillover risk across three ecological scenarios in SSA. Climate change, deforestation, and land-use change are major drivers of zoonotic spillover. 75% of emerging infectious diseases are zoonotic, and Africa bears a disproportionate burden.

Scenarios

Zoonotic Hotspot Forest: Congo Basin / West African forest-edge communities with high wildlife contact.
Pastoral Livestock Interface: East African pastoralist zones with dense livestock-wildlife overlap.
Urban Peri-Urban Market: Cities with live animal markets and informal food chains.

Parameterization Evidence

Parameter	Value	Source	Year
75% of EIDs are zoonotic	Spillover burden	Jones et al., Nature	2008
Deforestation increases spillover risk 2-5x	Land-use driver	Allen et al., Nature	2017
RVF linked to flooding/El Niño in East Africa	Climate-disease nexus	Anyamba et al.	2019
One Health platforms in <25% of African countries	Surveillance gap	WHO JEE	2022

References

Jones KE, et al. Global trends in emerging infectious diseases. Nature, 2008.
Allen T, et al. Global hotspots of zoonotic disease emergence. Nat Commun, 2017.
Anyamba A, et al. Climate teleconnections and RVF outbreaks. PNAS, 2019.
WHO. Joint External Evaluation reports. 2022.

Citation

@dataset{electricsheepafrica_one_health_climate_surveillance_2025,
  title={One Health Climate Surveillance in Sub-Saharan Africa},
  author={Electric Sheep Africa},
  year={2025},
  publisher={HuggingFace},
  url={https://huggingface.co/datasets/electricsheepafrica/one-health-climate-surveillance}
}

License

CC-BY-4.0

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