Datasets:

jq5522
/

aml_indo_fires

cell_id int64	lon_centre float64	lat_centre float64	road_length_km float64	road_density_km_per_km2 float64	fire_count_nh_lag1 float64	fire_any_nh_lag1 float64	frp_sum_nh_lag1 float64	fire_count_nh_lag2 float64	fire_any_nh_lag2 float64	frp_sum_nh_lag2 float64	fire_count_nh_lag3 float64	fire_any_nh_lag3 float64	frp_sum_nh_lag3 float64	fire_count_nh_lag12 float64	fire_any_nh_lag12 float64	frp_sum_nh_lag12 float64	tp_lag1 float32	tp_lag2 float32	tp_lag3 float32	tp_lag12 float32	t2m_c_lag1 float32	t2m_c_lag2 float32	t2m_c_lag3 float32	t2m_c_lag12 float32	wind_speed_lag1 float32	wind_speed_lag2 float32	wind_speed_lag3 float32	wind_speed_lag12 float32	u10_lag1 float32	v10_lag1 float32	u10_lag2 float32	v10_lag2 float32	u10_lag3 float32	v10_lag3 float32	u10_lag12 float32	v10_lag12 float32	precip_deficit_3m float64	precip_deficit_3m_dryonly float64	tp_3m_sum_lag1 float64	neighbor_fire_count_nh_mean_lag1 float64	neighbor_fire_count_nh_sum_lag1 float64	neighbor_fire_any_nh_mean_lag1 float64	neighbor_frp_sum_nh_mean_lag1 float64	ix_drought_x_peat float64	ix_drought_dry_x_peat float64	ix_frp_lag1_x_peat float64	ix_tp_lag1_x_peat float64	ix_wind_lag1_x_drought float64	ix_neighbor_lag1_x_peat float64	month_2 int64	month_3 int64	month_4 int64	month_5 int64	month_6 int64	month_7 int64	month_8 int64	month_9 int64	month_10 int64	month_11 int64	month_12 int64	year_2013 int64	year_2014 int64	year_2015 int64	year_2016 int64	year_2017 int64	year_2018 int64
286	95.125	5.125	0.814729	0.001063	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	null	null	null	null	null	null	null	null	null	0.004581	null	null	null	27.270172	null	null	null	0.785411	null	null	null	-0.761056	-0.194072	null	null	null	null	null	null	null	null	null	0.5	2	0.5	1.2725	null	null	0	0	null	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	null	null	null	null	null	null	0.008795	0.004581	null	null	27.189117	27.270172	null	null	0.69468	0.785411	null	null	-0.522098	0.458251	-0.761056	-0.194072	null	null	null	null	null	null	null	0.25	1	0.25	2.08	null	null	0	0	null	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	null	null	null	0.004238	0.008795	0.004581	null	27.54483	27.189117	27.270172	null	0.274496	0.69468	0.785411	null	-0.223715	-0.159059	-0.522098	0.458251	-0.761056	-0.194072	null	null	-0.005236	0.000042	0.017614	1.5	6	0.75	7.0475	-0	0	0	0	-0.001437	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	null	null	null	0.008349	0.004238	0.008795	null	27.381989	27.54483	27.189117	null	1.66273	0.274496	0.69468	null	-0.076708	1.660959	-0.223715	-0.159059	-0.522098	0.458251	null	null	-0.00652	0.000042	0.021382	1.25	5	0.75	5.185	-0	0	0	0	-0.01084	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	null	null	null	0.008875	0.008349	0.004238	null	27.274811	27.381989	27.54483	null	2.379295	1.66273	0.274496	null	1.063104	2.12858	-0.076708	1.660959	-0.223715	-0.159059	null	null	0.000447	0.001757	0.021462	2	8	0.75	8.7575	0	0	0	0	0.001064	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	null	null	null	0.005215	0.008875	0.008349	null	27.498199	27.274811	27.381989	null	3.743489	2.379295	1.66273	null	0.152018	3.740401	1.063104	2.12858	-0.076708	1.660959	null	null	0.001653	0.002963	0.022439	11	44	1	66.445	0	0	0	0	0.006187	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	null	null	null	0.005341	0.005215	0.008875	null	27.420807	27.498199	27.274811	null	3.99325	3.743489	2.379295	null	-0.581923	3.950622	0.152018	3.740401	1.063104	2.12858	null	null	0.005237	0.005237	0.01943	3.75	15	1	17.7	0	0	0	0	0.020914	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	null	null	null	0.004963	0.005341	0.005215	null	27.135895	27.420807	27.498199	null	2.567712	3.99325	3.743489	null	0.255826	2.554936	-0.581923	3.950622	0.152018	3.740401	null	null	0.006718	0.006718	0.015518	4.5	18	1	23.875	0	0	0	0	0.017249	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	null	null	null	0.006811	0.004963	0.005341	null	27.338531	27.135895	27.420807	null	3.183839	2.567712	3.99325	null	-0.180144	3.178739	0.255826	2.554936	-0.581923	3.950622	null	null	0.007281	0.007281	0.017115	1.5	6	1	6.25	0	0	0	0	0.023181	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	null	null	null	0.00629	0.006811	0.004963	null	27.119781	27.338531	27.135895	null	0.402422	3.183839	2.567712	null	-0.053487	0.398851	-0.180144	3.178739	0.255826	2.554936	null	null	0.010204	0.010204	0.018064	0.75	3	0.5	3.895	0	0	0	0	0.004106	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	null	null	null	0.012556	0.00629	0.006811	null	26.944	27.119781	27.338531	null	1.627104	0.402422	3.183839	null	-0.564515	1.526037	-0.053487	0.398851	-0.180144	3.178739	null	null	0.006141	0.007009	0.025658	0.75	3	0.5	2.3175	0	0	0	0	0.009992	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	0	0	0	0.007745	0.012556	0.00629	0.004581	27.158112	26.944	27.119781	27.270172	0.745974	1.627104	0.402422	0.785411	-0.573392	0.477179	-0.564515	1.526037	-0.053487	0.398851	-0.761056	-0.194072	0.005273	0.00614	0.026591	0	0	0	0	0	0	0	0	0.003934	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	0	0	0	0.00458	0.007745	0.012556	0.008795	27.490143	27.158112	26.944	27.189117	1.040545	0.745974	1.627104	0.69468	-0.949115	0.426516	-0.573392	0.477179	-0.564515	1.526037	-0.522098	0.458251	0.00005	0.000942	0.02488	3	12	0.75	19.1375	0	0	0	0	0.000052	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	0	0	0	0.004972	0.00458	0.007745	0.004238	27.581696	27.490143	27.158112	27.54483	1.217646	1.040545	0.745974	0.274496	-1.194877	-0.234376	-0.949115	0.426516	-0.573392	0.477179	-0.223715	-0.159059	-0.000512	0.000942	0.017297	1	4	0.5	4.6375	-0	0	0	0	-0.000623	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	0	0	0	0.002913	0.004972	0.00458	0.008349	27.999664	27.581696	27.490143	27.381989	0.396278	1.217646	1.040545	1.66273	-0.354827	0.176449	-1.194877	-0.234376	-0.949115	0.426516	-0.076708	1.660959	-0.000087	0.001368	0.012465	1.25	5	0.5	4.0275	-0	0	0	0	-0.000034	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	0	0	0	0.012384	0.002913	0.004972	0.008875	27.611969	27.999664	27.581696	27.274811	1.401224	0.396278	1.217646	2.379295	-0.302504	1.368181	-0.354827	0.176449	-1.194877	-0.234376	1.063104	2.12858	-0.005407	0.001368	0.020269	0	0	0	0	-0	0	0	0	-0.007576	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	0	0	0	0.01259	0.012384	0.002913	0.005215	27.971588	27.611969	27.999664	27.498199	2.759457	1.401224	0.396278	3.743489	-0.585857	2.696548	-0.302504	1.368181	-0.354827	0.176449	0.152018	3.740401	-0.005978	0.001368	0.027887	0.75	3	0.25	4.2375	-0	0	0	0	-0.016495	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	0	0	0	0.01165	0.01259	0.012384	0.005341	27.39151	27.971588	27.611969	27.420807	2.804967	2.759457	1.401224	3.99325	1.008141	2.617536	-0.585857	2.696548	-0.302504	1.368181	-0.581923	3.950622	-0.012533	0	0.036625	1.5	6	0.75	7.35	-0	0	0	0	-0.035155	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	0	0	0	0.005379	0.01165	0.01259	0.004963	27.36734	27.39151	27.971588	27.135895	4.397129	2.804967	2.759457	2.567712	-0.513595	4.367031	1.008141	2.617536	-0.585857	2.696548	0.255826	2.554936	-0.004952	0.002237	0.029619	2.5	10	0.75	8.345	-0	0	0	0	-0.021773	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	0	0	0	0.00647	0.005379	0.01165	0.006811	26.823883	27.36734	27.39151	27.338531	2.903499	4.397129	2.804967	3.183839	0.055512	2.902968	-0.513595	4.367031	1.008141	2.617536	-0.180144	3.178739	-0.001263	0.003925	0.023499	1.25	5	0.75	6.5675	-0	0	0	0	-0.003666	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	0	0	0	0.007263	0.00647	0.005379	0.00629	27.112946	26.823883	27.36734	27.119781	1.928387	2.903499	4.397129	0.402422	0.506119	1.860785	0.055512	2.902968	-0.513595	4.367031	-0.053487	0.398851	0.005284	0.005284	0.019112	8	32	0.75	40.18	0	0	0	0	0.010189	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	0	0	0	0.008415	0.007263	0.00647	0.012556	26.757965	27.112946	26.823883	26.944	1.040136	1.928387	2.903499	1.627104	1.010008	-0.248528	0.506119	1.860785	0.055512	2.902968	-0.564515	1.526037	0.006121	0.006121	0.022148	1	4	0.75	1.665	0	0	0	0	0.006366	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	0	0	0	0.00733	0.008415	0.007263	0.007745	26.689117	26.757965	27.112946	27.158112	2.09816	1.040136	1.928387	0.745974	-0.974069	1.85835	1.010008	-0.248528	0.506119	1.860785	-0.573392	0.477179	0.008791	0.008791	0.023008	0.25	1	0.25	0.2	0	0	0	0	0.018444	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	0	0	0	0.008648	0.00733	0.008415	0.00458	27.259918	26.689117	26.757965	27.490143	1.221787	2.09816	1.040136	1.040545	-1.207822	0.184199	-0.974069	1.85835	1.010008	-0.248528	-0.949115	0.426516	0.007471	0.007471	0.024393	0	0	0	0	0	0	0	0	0.009128	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	0	0	0	0.00169	0.008648	0.00733	0.004972	27.644684	27.259918	26.689117	27.581696	2.022364	1.221787	2.09816	1.217646	-1.167165	-1.651569	-1.207822	0.184199	-0.974069	1.85835	-1.194877	-0.234376	0.007263	0.007263	0.017668	3	12	0.75	27.0375	0	0	0	0	0.014688	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	0	0	0	0.001757	0.00169	0.008648	0.002913	27.620026	27.644684	27.259918	27.999664	1.742357	2.022364	1.221787	0.396278	-0.528163	-1.660378	-1.167165	-1.651569	-1.207822	0.184199	-0.354827	0.176449	0.004691	0.004691	0.012094	7	28	1	40.2625	0	0	0	0	0.008173	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	0	0	0	0.002634	0.001757	0.00169	0.012384	28.190338	27.620026	27.644684	27.611969	0.856435	1.742357	2.022364	1.401224	-0.734309	-0.440762	-0.528163	-1.660378	-1.167165	-1.651569	-0.302504	1.368181	0.006297	0.006297	0.006081	9.75	39	1	56.2375	0	0	0	0	0.005393	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	0	0	0	0.004309	0.002634	0.001757	0.01259	27.828033	28.190338	27.620026	27.971588	1.275894	0.856435	1.742357	2.759457	-0.467031	1.187345	-0.734309	-0.440762	-0.528163	-1.660378	-0.585857	2.696548	0.006163	0.006163	0.008699	1	4	0.5	2.6175	0	0	0	0	0.007864	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	0	0	0	0.010958	0.004309	0.002634	0.01165	27.956696	27.828033	28.190338	27.39151	1.365528	1.275894	0.856435	2.804967	0.187517	1.352592	-0.467031	1.187345	-0.734309	-0.440762	1.008141	2.617536	0.004009	0.004377	0.0179	2	8	0.5	17.2825	0	0	0	0	0.005475	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	0	0	0	0.006281	0.010958	0.004309	0.005379	27.984039	27.956696	27.828033	27.36734	4.566906	1.365528	1.275894	4.397129	-0.729386	4.508285	0.187517	1.352592	-0.467031	1.187345	-0.513595	4.367031	0.002545	0.002912	0.021547	4.5	18	0.25	19.3525	0	0	0	0	0.011621	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0
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286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	0	0	0	0.006998	0.002868	0.002357	0.008011	27.551178	27.66275	27.573639	28.397614	0.616966	1.088683	1.386118	2.143295	0.495169	0.368043	-0.37854	-1.020754	-0.822747	-1.115531	0.001743	2.143294	0.00264	0.00264	0.012222	2.25	9	0.75	5.0325	0	0	0	0	0.001629	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	0	0	0	0.016352	0.006998	0.002868	0.008181	27.414703	27.551178	27.66275	27.839508	2.460283	0.616966	1.088683	3.948597	0.328621	2.438237	0.495169	0.368043	-0.37854	-1.020754	-0.420434	3.92615	-0.004308	0.001454	0.026217	0	0	0	0	-0	0	0	0	-0.010598	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	0	0	0	0.002369	0.016352	0.006998	0.006203	28.018951	27.414703	27.551178	27.514069	2.790795	2.460283	0.616966	3.142606	-0.010317	2.790776	0.328621	2.438237	0.495169	0.368043	0.093233	3.141223	-0.001627	0.004135	0.025719	1.75	7	1	7.6775	-0	0	0	0	-0.00454	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	0	0	0	0.005381	0.002369	0.016352	0.013742	27.601959	28.018951	27.414703	26.954254	4.845868	2.790795	2.460283	4.142968	-0.676779	4.798375	-0.010317	2.790776	0.328621	2.438237	0.59146	4.100532	0.000566	0.006328	0.024101	4.75	19	0.75	16.6075	0	0	0	0	0.002744	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	0	0	0	0.008522	0.005381	0.002369	0.00868	27.419098	27.601959	28.018951	26.716705	2.731154	4.845868	2.790795	3.406015	0.279698	2.716794	-0.676779	4.798375	-0.010317	2.790776	0.758743	3.320429	0.005964	0.006328	0.016272	0.75	3	0.5	3.24	0	0	0	0	0.01629	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	0	0	0	0.008614	0.008522	0.005381	0.015543	27.277496	27.419098	27.601959	26.375153	1.335788	2.731154	4.845868	2.796172	0.739861	1.112175	0.279698	2.716794	-0.676779	4.798375	1.642303	2.263056	0.001879	0.002243	0.022516	0	0	0	0	0	0	0	0	0.00251	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	0	0	0	0.013292	0.008614	0.008522	0.011404	27.304352	27.277496	27.419098	26.778961	2.216298	1.335788	2.731154	1.54863	0.019164	2.216215	0.739861	1.112175	0.279698	2.716794	-0.347603	1.509114	-0.002159	0.000008	0.030428	3.75	15	1	14.1825	-0	0	0	0	-0.004786	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	0	0	0	0.016668	0.013292	0.008614	0.010384	26.753571	27.304352	27.277496	26.835114	0.261804	2.216298	1.335788	0.69029	0.260697	-0.024046	0.019164	2.216215	0.739861	1.112175	-0.38128	0.575436	-0.006775	0.000008	0.038574	0	0	0	0	-0	0	0	0	-0.001774	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0
286	95.125	5.125	0.814729	0.001063	0	0	0	0	0	0	0	0	0	0	0	0	0.01021	0.016668	0.013292	0.018372	27.157623	26.753571	27.304352	26.868561	1.070426	0.261804	2.216298	0.504162	-1.068501	0.064173	0.260697	-0.024046	0.019164	2.216215	-0.329726	0.381392	-0.008306	0	0.040171	0.25	1	0.25	0.2775	-0	0	0	0	-0.008891	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1

End of preview. Expand in Data Studio

Indonesia Fire Risk Panel (2012-2025)

Main tabular files:

panel_core_2012_2025.parquet
static_cell_features_2012_2025.parquet

Visualisation layers:

visualisation/gadm1_clip.parquet
visualisation/indonesia_border.parquet
visualisation/grid_025deg.parquet
visualisation/fire_grid_totals_2012_2025.parquet
visualisation/peat_clip.parquet
visualisation/roads_clip.parquet
visualisation/concessions_oil_palm_clip.parquet
visualisation/concessions_wood_fibre_clip.parquet

These visualisation layers are stored as GeoParquet for easier mapping and spatial exploration.

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