sample_id,month,target_month,actual_proxy_score,risk_direction,risk_severity,predicted_proxy_score,model,split
sagil_1,2025-05-01,2025-06-01,-0.2065939087962127,drought,low,-0.052298432374525014,persistence,test
sagil_1,2025-06-01,2025-07-01,-0.3245755846486907,drought,moderate,-0.2065939087962127,persistence,test
sagil_1,2025-07-01,2025-08-01,-0.09116156398804812,drought,high,-0.3245755846486907,persistence,test
sagil_1,2025-08-01,2025-09-01,-0.06991608831779453,drought,low,-0.09116156398804812,persistence,test
sagil_1,2025-09-01,2025-10-01,-0.15671019312080756,drought,low,-0.06991608831779453,persistence,test
sagil_1,2025-10-01,2025-11-01,0.37192599951674504,drought,low,-0.15671019312080756,persistence,test
sagil_1,2025-11-01,2025-12-01,0.11943863777322264,flood,high,0.37192599951674504,persistence,test
sagil_1,2025-12-01,2026-01-01,-0.23995662963090977,flood,low,0.11943863777322264,persistence,test
sagil_1,2026-01-01,2026-02-01,-0.37151109401273996,drought,moderate,-0.23995662963090977,persistence,test
sagil_1,2026-02-01,2026-03-01,-0.4191340706447016,drought,high,-0.37151109401273996,persistence,test
sagil_1,2026-03-01,2026-04-01,-0.05713635634024468,drought,high,-0.4191340706447016,persistence,test
sagil_1,2026-04-01,2026-05-01,0.07976863316859373,drought,low,-0.05713635634024468,persistence,test
sagil_10,2025-05-01,2025-06-01,-0.11998066112713697,flood,moderate,0.2967779921046824,persistence,test
sagil_10,2025-06-01,2025-07-01,-0.3466033851606881,drought,low,-0.11998066112713697,persistence,test
sagil_10,2025-07-01,2025-08-01,-0.05675688510363787,drought,high,-0.3466033851606881,persistence,test
sagil_10,2025-08-01,2025-09-01,-0.05369301425794284,drought,low,-0.05675688510363787,persistence,test
sagil_10,2025-09-01,2025-10-01,-0.09263517053777022,drought,low,-0.05369301425794284,persistence,test
sagil_10,2025-10-01,2025-11-01,0.9306343686730232,drought,low,-0.09263517053777022,persistence,test
sagil_10,2025-11-01,2025-12-01,0.11240769249116529,flood,extreme,0.9306343686730232,persistence,test
sagil_10,2025-12-01,2026-01-01,-0.1728118694790673,flood,low,0.11240769249116529,persistence,test
sagil_10,2026-01-01,2026-02-01,-0.39927036100556,drought,low,-0.1728118694790673,persistence,test
sagil_10,2026-02-01,2026-03-01,-0.508210353937662,drought,high,-0.39927036100556,persistence,test
sagil_10,2026-03-01,2026-04-01,-0.07600685479968708,drought,high,-0.508210353937662,persistence,test
sagil_10,2026-04-01,2026-05-01,0.07049862560218162,drought,low,-0.07600685479968708,persistence,test
sagil_11,2025-05-01,2025-06-01,-0.14299888331872512,drought,moderate,-0.29629341439098045,persistence,test
sagil_11,2025-06-01,2025-07-01,-0.33472233289640996,drought,low,-0.14299888331872512,persistence,test
sagil_11,2025-07-01,2025-08-01,-0.08128261025753784,drought,high,-0.33472233289640996,persistence,test
sagil_11,2025-08-01,2025-09-01,-0.03697692438696763,drought,low,-0.08128261025753784,persistence,test
sagil_11,2025-09-01,2025-10-01,-0.0978004466524734,drought,low,-0.03697692438696763,persistence,test
sagil_11,2025-10-01,2025-11-01,0.25477254539273586,drought,low,-0.0978004466524734,persistence,test
sagil_11,2025-11-01,2025-12-01,0.10751094202529772,flood,moderate,0.25477254539273586,persistence,test
sagil_11,2025-12-01,2026-01-01,-0.1534910985823039,flood,low,0.10751094202529772,persistence,test
sagil_11,2026-01-01,2026-02-01,-0.3648458484357051,drought,low,-0.1534910985823039,persistence,test
sagil_11,2026-02-01,2026-03-01,-0.5236115264697487,drought,high,-0.3648458484357051,persistence,test
sagil_11,2026-03-01,2026-04-01,-0.07000570012508855,drought,high,-0.5236115264697487,persistence,test
sagil_11,2026-04-01,2026-05-01,0.05805633520801864,drought,low,-0.07000570012508855,persistence,test
sagil_12,2025-05-01,2025-06-01,-0.13650355199420366,flood,low,0.15977959457571278,persistence,test
sagil_12,2025-06-01,2025-07-01,-0.3250947909414201,drought,low,-0.13650355199420366,persistence,test
sagil_12,2025-07-01,2025-08-01,-0.11908450359103893,drought,high,-0.3250947909414201,persistence,test
sagil_12,2025-08-01,2025-09-01,-0.030509985675346653,drought,low,-0.11908450359103893,persistence,test
sagil_12,2025-09-01,2025-10-01,-0.0933461404126942,drought,low,-0.030509985675346653,persistence,test
sagil_12,2025-10-01,2025-11-01,0.22039532058117428,drought,low,-0.0933461404126942,persistence,test
sagil_12,2025-11-01,2025-12-01,0.15251962740853062,flood,moderate,0.22039532058117428,persistence,test
sagil_12,2025-12-01,2026-01-01,-0.2144766379966201,flood,low,0.15251962740853062,persistence,test
sagil_12,2026-01-01,2026-02-01,-0.3616798446870673,drought,moderate,-0.2144766379966201,persistence,test
sagil_12,2026-02-01,2026-03-01,-0.3475129225303405,drought,high,-0.3616798446870673,persistence,test
sagil_12,2026-03-01,2026-04-01,0.12932067804945882,drought,high,-0.3475129225303405,persistence,test
sagil_12,2026-04-01,2026-05-01,0.07573020965449041,flood,low,0.12932067804945882,persistence,test
sagil_13,2025-05-01,2025-06-01,-0.20504589463855538,drought,low,-0.12199686093172592,persistence,test
sagil_13,2025-06-01,2025-07-01,-0.3162775789717118,drought,moderate,-0.20504589463855538,persistence,test
sagil_13,2025-07-01,2025-08-01,-0.15428599331283369,drought,high,-0.3162775789717118,persistence,test
sagil_13,2025-08-01,2025-09-01,-0.0321860638488155,drought,low,-0.15428599331283369,persistence,test
sagil_13,2025-09-01,2025-10-01,-0.11024667407117078,drought,low,-0.0321860638488155,persistence,test
sagil_13,2025-10-01,2025-11-01,-0.2030133847796493,drought,low,-0.11024667407117078,persistence,test
sagil_13,2025-11-01,2025-12-01,0.288603731636765,drought,moderate,-0.2030133847796493,persistence,test
sagil_13,2025-12-01,2026-01-01,-0.2913707864136595,flood,moderate,0.288603731636765,persistence,test
sagil_13,2026-01-01,2026-02-01,-0.44052369057720414,drought,moderate,-0.2913707864136595,persistence,test
sagil_13,2026-02-01,2026-03-01,-0.30081193476565626,drought,high,-0.44052369057720414,persistence,test
sagil_13,2026-03-01,2026-04-01,-0.10558182698059093,drought,high,-0.30081193476565626,persistence,test
sagil_13,2026-04-01,2026-05-01,0.10454025317361774,drought,low,-0.10558182698059093,persistence,test
sagil_14,2025-05-01,2025-06-01,-0.3052301140003822,drought,low,-0.17164932968962643,persistence,test
sagil_14,2025-06-01,2025-07-01,-0.5298670231193906,drought,high,-0.3052301140003822,persistence,test
sagil_14,2025-07-01,2025-08-01,-0.12598948541231283,drought,high,-0.5298670231193906,persistence,test
sagil_14,2025-08-01,2025-09-01,-0.07979289133218545,drought,low,-0.12598948541231283,persistence,test
sagil_14,2025-09-01,2025-10-01,-0.14397028186577127,drought,low,-0.07979289133218545,persistence,test
sagil_14,2025-10-01,2025-11-01,0.29837134992881553,drought,low,-0.14397028186577127,persistence,test
sagil_14,2025-11-01,2025-12-01,0.25250016164892597,flood,moderate,0.29837134992881553,persistence,test
sagil_14,2025-12-01,2026-01-01,-0.34092719730557086,flood,moderate,0.25250016164892597,persistence,test
sagil_14,2026-01-01,2026-02-01,-0.5984319445963335,drought,high,-0.34092719730557086,persistence,test
sagil_14,2026-02-01,2026-03-01,-0.3613725693901726,drought,extreme,-0.5984319445963335,persistence,test
sagil_14,2026-03-01,2026-04-01,-0.23163466475558586,drought,high,-0.3613725693901726,persistence,test
sagil_14,2026-04-01,2026-05-01,-0.15606891360264555,drought,moderate,-0.23163466475558586,persistence,test
sagil_15,2025-05-01,2025-06-01,-0.3659972300199949,drought,high,-0.4810126661988739,persistence,test
sagil_15,2025-06-01,2025-07-01,0.49266821003957567,drought,high,-0.3659972300199949,persistence,test
sagil_15,2025-07-01,2025-08-01,0.12179695478774837,flood,high,0.49266821003957567,persistence,test
sagil_15,2025-08-01,2025-09-01,0.3504798722123342,flood,low,0.12179695478774837,persistence,test
sagil_15,2025-09-01,2025-10-01,0.04631475602506008,flood,high,0.3504798722123342,persistence,test
sagil_15,2025-10-01,2025-11-01,0.31559979230888874,flood,low,0.04631475602506008,persistence,test
sagil_15,2025-11-01,2025-12-01,0.22642513776893672,flood,high,0.31559979230888874,persistence,test
sagil_15,2025-12-01,2026-01-01,0.2778750264319923,flood,moderate,0.22642513776893672,persistence,test
sagil_15,2026-01-01,2026-02-01,-0.191157223337655,flood,moderate,0.2778750264319923,persistence,test
sagil_15,2026-02-01,2026-03-01,0.3300494079112809,drought,moderate,-0.191157223337655,persistence,test
sagil_15,2026-03-01,2026-04-01,-0.40573109297873106,flood,high,0.3300494079112809,persistence,test
sagil_15,2026-04-01,2026-05-01,0.10953249309628682,drought,high,-0.40573109297873106,persistence,test
sagil_16,2025-05-01,2025-06-01,-0.09824450963071903,flood,moderate,0.2759204124843636,persistence,test
sagil_16,2025-06-01,2025-07-01,-0.08016762976443381,drought,low,-0.09824450963071903,persistence,test
sagil_16,2025-07-01,2025-08-01,-0.0604871726877284,drought,low,-0.08016762976443381,persistence,test
sagil_16,2025-08-01,2025-09-01,0.04615813339932337,drought,low,-0.0604871726877284,persistence,test
sagil_16,2025-09-01,2025-10-01,0.041188576031810156,flood,low,0.04615813339932337,persistence,test
sagil_16,2025-10-01,2025-11-01,0.12885005876482614,flood,low,0.041188576031810156,persistence,test
sagil_16,2025-11-01,2025-12-01,0.08307695728340339,flood,low,0.12885005876482614,persistence,test
sagil_16,2025-12-01,2026-01-01,-0.2956824527660513,flood,low,0.08307695728340339,persistence,test
sagil_16,2026-01-01,2026-02-01,-0.11651124002551351,drought,moderate,-0.2956824527660513,persistence,test
sagil_16,2026-02-01,2026-03-01,-0.4205948135060843,drought,low,-0.11651124002551351,persistence,test
sagil_16,2026-03-01,2026-04-01,0.12414677249372229,drought,high,-0.4205948135060843,persistence,test
sagil_16,2026-04-01,2026-05-01,0.11131865181073464,flood,low,0.12414677249372229,persistence,test
sagil_17,2025-05-01,2025-06-01,-0.13407159436818272,drought,high,-0.3471905961433129,persistence,test
sagil_17,2025-06-01,2025-07-01,-0.10745976478219052,drought,low,-0.13407159436818272,persistence,test
sagil_17,2025-07-01,2025-08-01,-0.11116431570296136,drought,low,-0.10745976478219052,persistence,test
sagil_17,2025-08-01,2025-09-01,-0.03418005625001948,drought,low,-0.11116431570296136,persistence,test
sagil_17,2025-09-01,2025-10-01,-0.05337245921281702,drought,low,-0.03418005625001948,persistence,test
sagil_17,2025-10-01,2025-11-01,-0.1391649209368667,drought,low,-0.05337245921281702,persistence,test
sagil_17,2025-11-01,2025-12-01,0.05646668120135823,drought,low,-0.1391649209368667,persistence,test
sagil_17,2025-12-01,2026-01-01,-0.4102841705108553,flood,low,0.05646668120135823,persistence,test
sagil_17,2026-01-01,2026-02-01,-0.2192977762546805,drought,high,-0.4102841705108553,persistence,test
sagil_17,2026-02-01,2026-03-01,-0.48359425254857524,drought,moderate,-0.2192977762546805,persistence,test
sagil_17,2026-03-01,2026-04-01,-0.22374704630140507,drought,high,-0.48359425254857524,persistence,test
sagil_17,2026-04-01,2026-05-01,0.16354189214997705,drought,moderate,-0.22374704630140507,persistence,test
sagil_18,2025-05-01,2025-06-01,-0.11435476182031103,flood,high,0.33597539210374283,persistence,test
sagil_18,2025-06-01,2025-07-01,-0.07771803549342209,drought,low,-0.11435476182031103,persistence,test
sagil_18,2025-07-01,2025-08-01,0.11731211559040478,drought,low,-0.07771803549342209,persistence,test
sagil_18,2025-08-01,2025-09-01,0.05156360273453629,flood,low,0.11731211559040478,persistence,test
sagil_18,2025-09-01,2025-10-01,0.08124881376456568,flood,low,0.05156360273453629,persistence,test
sagil_18,2025-10-01,2025-11-01,0.16228980587126152,flood,low,0.08124881376456568,persistence,test
sagil_18,2025-11-01,2025-12-01,0.13687712629338505,flood,low,0.16228980587126152,persistence,test
sagil_18,2025-12-01,2026-01-01,-0.2818475323479928,flood,low,0.13687712629338505,persistence,test
sagil_18,2026-01-01,2026-02-01,-0.09808874640177108,drought,moderate,-0.2818475323479928,persistence,test
sagil_18,2026-02-01,2026-03-01,-0.3390885270753544,drought,low,-0.09808874640177108,persistence,test
sagil_18,2026-03-01,2026-04-01,0.08040483389042882,drought,high,-0.3390885270753544,persistence,test
sagil_18,2026-04-01,2026-05-01,0.09036981657009642,flood,low,0.08040483389042882,persistence,test
sagil_19,2025-05-01,2025-06-01,-0.13147609747947586,flood,high,0.3419338222279107,persistence,test
sagil_19,2025-06-01,2025-07-01,-0.10862107760806954,drought,low,-0.13147609747947586,persistence,test
sagil_19,2025-07-01,2025-08-01,-0.0865119352749274,drought,low,-0.10862107760806954,persistence,test
sagil_19,2025-08-01,2025-09-01,0.027689901017148306,drought,low,-0.0865119352749274,persistence,test
sagil_19,2025-09-01,2025-10-01,0.06856346910993964,flood,low,0.027689901017148306,persistence,test
sagil_19,2025-10-01,2025-11-01,0.21816891068514052,flood,low,0.06856346910993964,persistence,test
sagil_19,2025-11-01,2025-12-01,0.0943661197828997,flood,moderate,0.21816891068514052,persistence,test
sagil_19,2025-12-01,2026-01-01,-0.26505930626947893,flood,low,0.0943661197828997,persistence,test
sagil_19,2026-01-01,2026-02-01,-0.10186218090501867,drought,moderate,-0.26505930626947893,persistence,test
sagil_19,2026-02-01,2026-03-01,-0.38259625904936606,drought,low,-0.10186218090501867,persistence,test
sagil_19,2026-03-01,2026-04-01,0.10423731142070776,drought,high,-0.38259625904936606,persistence,test
sagil_19,2026-04-01,2026-05-01,0.10293877755636549,flood,low,0.10423731142070776,persistence,test
sagil_2,2025-05-01,2025-06-01,-0.10554954389128055,flood,low,0.07296132126551363,persistence,test
sagil_2,2025-06-01,2025-07-01,-0.38164868710879774,drought,low,-0.10554954389128055,persistence,test
sagil_2,2025-07-01,2025-08-01,-0.09968844695361524,drought,high,-0.38164868710879774,persistence,test
sagil_2,2025-08-01,2025-09-01,-0.07702345060540197,drought,low,-0.09968844695361524,persistence,test
sagil_2,2025-09-01,2025-10-01,-0.06385664980832725,drought,low,-0.07702345060540197,persistence,test
sagil_2,2025-10-01,2025-11-01,0.20844167011918313,drought,low,-0.06385664980832725,persistence,test
sagil_2,2025-11-01,2025-12-01,0.1784098860352995,flood,moderate,0.20844167011918313,persistence,test
sagil_2,2025-12-01,2026-01-01,-0.24762019456571818,flood,low,0.1784098860352995,persistence,test
sagil_2,2026-01-01,2026-02-01,-0.38713388865150916,drought,moderate,-0.24762019456571818,persistence,test
sagil_2,2026-02-01,2026-03-01,-0.4191084890310342,drought,high,-0.38713388865150916,persistence,test
sagil_2,2026-03-01,2026-04-01,-0.10914614461299685,drought,high,-0.4191084890310342,persistence,test
sagil_2,2026-04-01,2026-05-01,0.11899132387929762,drought,low,-0.10914614461299685,persistence,test
sagil_20,2025-05-01,2025-06-01,-0.13716997478547382,flood,low,0.17238601852899574,persistence,test
sagil_20,2025-06-01,2025-07-01,-0.09822286275680273,drought,low,-0.13716997478547382,persistence,test
sagil_20,2025-07-01,2025-08-01,-0.12273040554518289,drought,low,-0.09822286275680273,persistence,test
sagil_20,2025-08-01,2025-09-01,0.038279820400330594,drought,low,-0.12273040554518289,persistence,test
sagil_20,2025-09-01,2025-10-01,-0.0628457875864706,flood,low,0.038279820400330594,persistence,test
sagil_20,2025-10-01,2025-11-01,0.19792139421014449,drought,low,-0.0628457875864706,persistence,test
sagil_20,2025-11-01,2025-12-01,0.12174483967194002,flood,moderate,0.19792139421014449,persistence,test
sagil_20,2025-12-01,2026-01-01,-0.2740856853266732,flood,low,0.12174483967194002,persistence,test
sagil_20,2026-01-01,2026-02-01,-0.10214823922502674,drought,moderate,-0.2740856853266732,persistence,test
sagil_20,2026-02-01,2026-03-01,-0.30218068521749736,drought,low,-0.10214823922502674,persistence,test
sagil_20,2026-03-01,2026-04-01,0.07699661281543324,drought,high,-0.30218068521749736,persistence,test
sagil_20,2026-04-01,2026-05-01,0.07998034211482193,flood,low,0.07699661281543324,persistence,test
sagil_21,2025-05-01,2025-06-01,-0.16478851348409757,drought,low,-0.14259828883519482,persistence,test
sagil_21,2025-06-01,2025-07-01,-0.17005332081670427,drought,low,-0.16478851348409757,persistence,test
sagil_21,2025-07-01,2025-08-01,-0.16715899769495393,drought,low,-0.17005332081670427,persistence,test
sagil_21,2025-08-01,2025-09-01,-0.02691451371454859,drought,low,-0.16715899769495393,persistence,test
sagil_21,2025-09-01,2025-10-01,-0.07572885310326691,drought,low,-0.02691451371454859,persistence,test
sagil_21,2025-10-01,2025-11-01,0.1976529220207175,drought,low,-0.07572885310326691,persistence,test
sagil_21,2025-11-01,2025-12-01,0.13476662464242897,flood,moderate,0.1976529220207175,persistence,test
sagil_21,2025-12-01,2026-01-01,-0.19165476506572207,flood,low,0.13476662464242897,persistence,test
sagil_21,2026-01-01,2026-02-01,-0.10792490473931894,drought,moderate,-0.19165476506572207,persistence,test
sagil_21,2026-02-01,2026-03-01,-0.34310519765968756,drought,low,-0.10792490473931894,persistence,test
sagil_21,2026-03-01,2026-04-01,-0.08810022037619984,drought,high,-0.34310519765968756,persistence,test
sagil_21,2026-04-01,2026-05-01,0.09076093891468587,drought,low,-0.08810022037619984,persistence,test
sagil_22,2025-05-01,2025-06-01,-0.13808228639449183,drought,high,-0.30081669341367195,persistence,test
sagil_22,2025-06-01,2025-07-01,-0.36583434078855775,drought,low,-0.13808228639449183,persistence,test
sagil_22,2025-07-01,2025-08-01,-0.09247544506543331,drought,high,-0.36583434078855775,persistence,test
sagil_22,2025-08-01,2025-09-01,0.10102527859866939,drought,low,-0.09247544506543331,persistence,test
sagil_22,2025-09-01,2025-10-01,-0.11443643901356249,flood,low,0.10102527859866939,persistence,test
sagil_22,2025-10-01,2025-11-01,0.36417296191776743,drought,low,-0.11443643901356249,persistence,test
sagil_22,2025-11-01,2025-12-01,0.16764516211978733,flood,high,0.36417296191776743,persistence,test
sagil_22,2025-12-01,2026-01-01,-0.2227534842995112,flood,low,0.16764516211978733,persistence,test
sagil_22,2026-01-01,2026-02-01,-0.3539516043964965,drought,moderate,-0.2227534842995112,persistence,test
sagil_22,2026-02-01,2026-03-01,-0.42856760369899377,drought,high,-0.3539516043964965,persistence,test
sagil_22,2026-03-01,2026-04-01,-0.05868131197085943,drought,high,-0.42856760369899377,persistence,test
sagil_22,2026-04-01,2026-05-01,0.17427018950714615,drought,low,-0.05868131197085943,persistence,test
sagil_23,2025-05-01,2025-06-01,-0.1626712147202285,drought,moderate,-0.2828066862368991,persistence,test
sagil_23,2025-06-01,2025-07-01,-0.5147562109228047,drought,low,-0.1626712147202285,persistence,test
sagil_23,2025-07-01,2025-08-01,-0.10456658738097206,drought,high,-0.5147562109228047,persistence,test
sagil_23,2025-08-01,2025-09-01,-0.24621541512279124,drought,low,-0.10456658738097206,persistence,test
sagil_23,2025-09-01,2025-10-01,-0.44318024199089256,drought,moderate,-0.24621541512279124,persistence,test
sagil_23,2025-10-01,2025-11-01,-0.17296753756227215,drought,high,-0.44318024199089256,persistence,test
sagil_23,2025-11-01,2025-12-01,-0.4887188214878173,drought,low,-0.17296753756227215,persistence,test
sagil_23,2025-12-01,2026-01-01,-0.5563301329483689,drought,high,-0.4887188214878173,persistence,test
sagil_23,2026-01-01,2026-02-01,-0.29849254450161533,drought,extreme,-0.5563301329483689,persistence,test
sagil_23,2026-02-01,2026-03-01,-0.5866647625733314,drought,moderate,-0.29849254450161533,persistence,test
sagil_23,2026-03-01,2026-04-01,-0.10543136031829536,drought,extreme,-0.5866647625733314,persistence,test
sagil_23,2026-04-01,2026-05-01,0.38803097922684976,drought,low,-0.10543136031829536,persistence,test
sagil_24,2025-05-01,2025-06-01,-0.14996560962500882,drought,moderate,-0.19544858703069107,persistence,test
sagil_24,2025-06-01,2025-07-01,-0.32283411274647916,drought,low,-0.14996560962500882,persistence,test
sagil_24,2025-07-01,2025-08-01,-0.058417916785612985,drought,high,-0.32283411274647916,persistence,test
sagil_24,2025-08-01,2025-09-01,0.2617307639092465,drought,low,-0.058417916785612985,persistence,test
sagil_24,2025-09-01,2025-10-01,-0.06567466144837855,flood,moderate,0.2617307639092465,persistence,test
sagil_24,2025-10-01,2025-11-01,-0.13605329943795635,drought,low,-0.06567466144837855,persistence,test
sagil_24,2025-11-01,2025-12-01,0.2139947310673974,drought,low,-0.13605329943795635,persistence,test
sagil_24,2025-12-01,2026-01-01,-0.29116267233294957,flood,moderate,0.2139947310673974,persistence,test
sagil_24,2026-01-01,2026-02-01,-0.2910698798689575,drought,moderate,-0.29116267233294957,persistence,test
sagil_24,2026-02-01,2026-03-01,-0.30574221716160493,drought,moderate,-0.2910698798689575,persistence,test
sagil_24,2026-03-01,2026-04-01,-0.13527275812187445,drought,high,-0.30574221716160493,persistence,test
sagil_24,2026-04-01,2026-05-01,0.18884612622944205,drought,low,-0.13527275812187445,persistence,test
sagil_25,2025-05-01,2025-06-01,-0.13027838677353576,flood,low,0.07473248388539433,persistence,test
sagil_25,2025-06-01,2025-07-01,-0.40763946429732717,drought,low,-0.13027838677353576,persistence,test
sagil_25,2025-07-01,2025-08-01,-0.11435668250903694,drought,high,-0.40763946429732717,persistence,test
sagil_25,2025-08-01,2025-09-01,0.1336551604235069,drought,low,-0.11435668250903694,persistence,test
sagil_25,2025-09-01,2025-10-01,0.14234248748207848,flood,low,0.1336551604235069,persistence,test
sagil_25,2025-10-01,2025-11-01,0.1430034974026216,flood,low,0.14234248748207848,persistence,test
sagil_25,2025-11-01,2025-12-01,0.16044019357585712,flood,low,0.1430034974026216,persistence,test
sagil_25,2025-12-01,2026-01-01,-0.19464713439507417,flood,low,0.16044019357585712,persistence,test
sagil_25,2026-01-01,2026-02-01,-0.3583500322430333,drought,moderate,-0.19464713439507417,persistence,test
sagil_25,2026-02-01,2026-03-01,-0.4252022171555029,drought,high,-0.3583500322430333,persistence,test
sagil_25,2026-03-01,2026-04-01,0.057541285813792795,drought,high,-0.4252022171555029,persistence,test
sagil_25,2026-04-01,2026-05-01,0.12391863995476801,flood,low,0.057541285813792795,persistence,test
sagil_26,2025-05-01,2025-06-01,-0.12099343108325102,flood,low,0.12977138719818107,persistence,test
sagil_26,2025-06-01,2025-07-01,-0.4531586780107204,drought,low,-0.12099343108325102,persistence,test
sagil_26,2025-07-01,2025-08-01,-0.1648595420989508,drought,high,-0.4531586780107204,persistence,test
sagil_26,2025-08-01,2025-09-01,0.07633899568733453,drought,low,-0.1648595420989508,persistence,test
sagil_26,2025-09-01,2025-10-01,-0.1861343460460338,flood,low,0.07633899568733453,persistence,test
sagil_26,2025-10-01,2025-11-01,0.15941016240157904,drought,moderate,-0.1861343460460338,persistence,test
sagil_26,2025-11-01,2025-12-01,0.2485670617625911,flood,low,0.15941016240157904,persistence,test
sagil_26,2025-12-01,2026-01-01,-0.26028954703646423,flood,moderate,0.2485670617625911,persistence,test
sagil_26,2026-01-01,2026-02-01,-0.3349467001747969,drought,moderate,-0.26028954703646423,persistence,test
sagil_26,2026-02-01,2026-03-01,-0.35418171538936677,drought,high,-0.3349467001747969,persistence,test
sagil_26,2026-03-01,2026-04-01,0.16947034662626556,drought,high,-0.35418171538936677,persistence,test
sagil_26,2026-04-01,2026-05-01,0.184934312469343,flood,low,0.16947034662626556,persistence,test
sagil_27,2025-05-01,2025-06-01,-0.11435853649512995,drought,low,-0.08351236205542802,persistence,test
sagil_27,2025-06-01,2025-07-01,-0.3335471792102375,drought,low,-0.11435853649512995,persistence,test
sagil_27,2025-07-01,2025-08-01,-0.14487800382567984,drought,high,-0.3335471792102375,persistence,test
sagil_27,2025-08-01,2025-09-01,-0.1311091491498235,drought,low,-0.14487800382567984,persistence,test
sagil_27,2025-09-01,2025-10-01,-0.07087912486428345,drought,low,-0.1311091491498235,persistence,test
sagil_27,2025-10-01,2025-11-01,-0.2999998226417353,drought,low,-0.07087912486428345,persistence,test
sagil_27,2025-11-01,2025-12-01,0.1867497205839151,drought,moderate,-0.2999998226417353,persistence,test
sagil_27,2025-12-01,2026-01-01,-0.19819736347376965,flood,moderate,0.1867497205839151,persistence,test
sagil_27,2026-01-01,2026-02-01,-0.4155621615534254,drought,moderate,-0.19819736347376965,persistence,test
sagil_27,2026-02-01,2026-03-01,-0.38790430630398687,drought,high,-0.4155621615534254,persistence,test
sagil_27,2026-03-01,2026-04-01,0.07034136782784553,drought,high,-0.38790430630398687,persistence,test
sagil_27,2026-04-01,2026-05-01,0.06339515237868151,flood,low,0.07034136782784553,persistence,test
sagil_28,2025-05-01,2025-06-01,-0.3090386977727244,drought,low,-0.12271906052830864,persistence,test
sagil_28,2025-06-01,2025-07-01,-0.44293448119594214,drought,high,-0.3090386977727244,persistence,test
sagil_28,2025-07-01,2025-08-01,-0.13034155777888706,drought,high,-0.44293448119594214,persistence,test
sagil_28,2025-08-01,2025-09-01,-0.14322701440890878,drought,low,-0.13034155777888706,persistence,test
sagil_28,2025-09-01,2025-10-01,-0.10237901181877825,drought,low,-0.14322701440890878,persistence,test
sagil_28,2025-10-01,2025-11-01,-0.2884351370664377,drought,low,-0.10237901181877825,persistence,test
sagil_28,2025-11-01,2025-12-01,0.2917142956978539,drought,moderate,-0.2884351370664377,persistence,test
sagil_28,2025-12-01,2026-01-01,-0.36815898391639557,flood,moderate,0.2917142956978539,persistence,test
sagil_28,2026-01-01,2026-02-01,-0.5613850399919483,drought,high,-0.36815898391639557,persistence,test
sagil_28,2026-02-01,2026-03-01,-0.27736652759267943,drought,extreme,-0.5613850399919483,persistence,test
sagil_28,2026-03-01,2026-04-01,-0.16733345883573433,drought,moderate,-0.27736652759267943,persistence,test
sagil_28,2026-04-01,2026-05-01,0.11850259201515735,drought,low,-0.16733345883573433,persistence,test
sagil_29,2025-05-01,2025-06-01,-0.1257259440203822,drought,moderate,-0.23689092704973985,persistence,test
sagil_29,2025-06-01,2025-07-01,-0.3394794206347127,drought,low,-0.1257259440203822,persistence,test
sagil_29,2025-07-01,2025-08-01,-0.10183764682166449,drought,high,-0.3394794206347127,persistence,test
sagil_29,2025-08-01,2025-09-01,0.10913764610501095,drought,low,-0.10183764682166449,persistence,test
sagil_29,2025-09-01,2025-10-01,-0.10395903479525401,flood,low,0.10913764610501095,persistence,test
sagil_29,2025-10-01,2025-11-01,0.14520229782878927,drought,low,-0.10395903479525401,persistence,test
sagil_29,2025-11-01,2025-12-01,0.14002172256165984,flood,low,0.14520229782878927,persistence,test
sagil_29,2025-12-01,2026-01-01,-0.21205340062807587,flood,low,0.14002172256165984,persistence,test
sagil_29,2026-01-01,2026-02-01,-0.3918947675659127,drought,moderate,-0.21205340062807587,persistence,test
sagil_29,2026-02-01,2026-03-01,-0.4664228647070854,drought,high,-0.3918947675659127,persistence,test
sagil_29,2026-03-01,2026-04-01,0.04274871800097415,drought,high,-0.4664228647070854,persistence,test
sagil_29,2026-04-01,2026-05-01,0.11603860883757003,flood,low,0.04274871800097415,persistence,test
sagil_3,2025-05-01,2025-06-01,-0.1191722236397761,drought,low,-0.1099785372581315,persistence,test
sagil_3,2025-06-01,2025-07-01,-0.4711347121266587,drought,low,-0.1191722236397761,persistence,test
sagil_3,2025-07-01,2025-08-01,-0.1833621164637131,drought,high,-0.4711347121266587,persistence,test
sagil_3,2025-08-01,2025-09-01,-0.0600792792748607,drought,moderate,-0.1833621164637131,persistence,test
sagil_3,2025-09-01,2025-10-01,-0.08153773260131424,drought,low,-0.0600792792748607,persistence,test
sagil_3,2025-10-01,2025-11-01,0.9582960322529276,drought,low,-0.08153773260131424,persistence,test
sagil_3,2025-11-01,2025-12-01,0.187234463609034,flood,extreme,0.9582960322529276,persistence,test
sagil_3,2025-12-01,2026-01-01,-0.255509587239514,flood,moderate,0.187234463609034,persistence,test
sagil_3,2026-01-01,2026-02-01,-0.3761791392297441,drought,moderate,-0.255509587239514,persistence,test
sagil_3,2026-02-01,2026-03-01,-0.3696708403532969,drought,high,-0.3761791392297441,persistence,test
sagil_3,2026-03-01,2026-04-01,-0.09190121548805684,drought,high,-0.3696708403532969,persistence,test
sagil_3,2026-04-01,2026-05-01,0.1189054717879557,drought,low,-0.09190121548805684,persistence,test
sagil_30,2025-05-01,2025-06-01,-0.11916694186126935,drought,low,-0.17031896813747308,persistence,test
sagil_30,2025-06-01,2025-07-01,-0.3529578261484907,drought,low,-0.11916694186126935,persistence,test
sagil_30,2025-07-01,2025-08-01,-0.08735989379910669,drought,high,-0.3529578261484907,persistence,test
sagil_30,2025-08-01,2025-09-01,-0.1430640699033266,drought,low,-0.08735989379910669,persistence,test
sagil_30,2025-09-01,2025-10-01,-0.07476572592085592,drought,low,-0.1430640699033266,persistence,test
sagil_30,2025-10-01,2025-11-01,0.16951499978499576,drought,low,-0.07476572592085592,persistence,test
sagil_30,2025-11-01,2025-12-01,0.1912537301312411,flood,low,0.16951499978499576,persistence,test
sagil_30,2025-12-01,2026-01-01,-0.22043069100432722,flood,moderate,0.1912537301312411,persistence,test
sagil_30,2026-01-01,2026-02-01,-0.33650444992632783,drought,moderate,-0.22043069100432722,persistence,test
sagil_30,2026-02-01,2026-03-01,-0.32182960580086784,drought,high,-0.33650444992632783,persistence,test
sagil_30,2026-03-01,2026-04-01,-0.0467690809817038,drought,high,-0.32182960580086784,persistence,test
sagil_30,2026-04-01,2026-05-01,0.09250633128382531,drought,low,-0.0467690809817038,persistence,test
sagil_31,2025-05-01,2025-06-01,-0.13489073261251375,drought,low,-0.12225015914811801,persistence,test
sagil_31,2025-06-01,2025-07-01,-0.39694111452954334,drought,low,-0.13489073261251375,persistence,test
sagil_31,2025-07-01,2025-08-01,-0.08431468747146381,drought,high,-0.39694111452954334,persistence,test
sagil_31,2025-08-01,2025-09-01,-1.2690933014776618,drought,low,-0.08431468747146381,persistence,test
sagil_31,2025-09-01,2025-10-01,-0.05552098771792061,drought,extreme,-1.2690933014776618,persistence,test
sagil_31,2025-10-01,2025-11-01,0.15193859788679825,drought,low,-0.05552098771792061,persistence,test
sagil_31,2025-11-01,2025-12-01,0.19227219835008785,flood,low,0.15193859788679825,persistence,test
sagil_31,2025-12-01,2026-01-01,-0.2119673578295546,flood,moderate,0.19227219835008785,persistence,test
sagil_31,2026-01-01,2026-02-01,-0.37875197435032454,drought,moderate,-0.2119673578295546,persistence,test
sagil_31,2026-02-01,2026-03-01,-0.3448221630013985,drought,high,-0.37875197435032454,persistence,test
sagil_31,2026-03-01,2026-04-01,-0.04195899019485695,drought,high,-0.3448221630013985,persistence,test
sagil_31,2026-04-01,2026-05-01,0.07533309867023488,drought,low,-0.04195899019485695,persistence,test
sagil_32,2025-05-01,2025-06-01,-0.12869534643190178,flood,low,0.08522991042543174,persistence,test
sagil_32,2025-06-01,2025-07-01,-0.37347570592500334,drought,low,-0.12869534643190178,persistence,test
sagil_32,2025-07-01,2025-08-01,-0.09346320130227705,drought,high,-0.37347570592500334,persistence,test
sagil_32,2025-08-01,2025-09-01,0.15045220077340607,drought,low,-0.09346320130227705,persistence,test
sagil_32,2025-09-01,2025-10-01,-0.07379988551447296,flood,low,0.15045220077340607,persistence,test
sagil_32,2025-10-01,2025-11-01,0.15414140866079182,drought,low,-0.07379988551447296,persistence,test
sagil_32,2025-11-01,2025-12-01,0.1620786903001869,flood,low,0.15414140866079182,persistence,test
sagil_32,2025-12-01,2026-01-01,-0.21039800679959691,flood,low,0.1620786903001869,persistence,test
sagil_32,2026-01-01,2026-02-01,-0.36863504553547655,drought,moderate,-0.21039800679959691,persistence,test
sagil_32,2026-02-01,2026-03-01,-0.4245929894481789,drought,high,-0.36863504553547655,persistence,test
sagil_32,2026-03-01,2026-04-01,0.0831379889424148,drought,high,-0.4245929894481789,persistence,test
sagil_32,2026-04-01,2026-05-01,0.08945419405382125,flood,low,0.0831379889424148,persistence,test
sagil_33,2025-05-01,2025-06-01,-0.12958550435254929,drought,low,-0.08961925814340896,persistence,test
sagil_33,2025-06-01,2025-07-01,-0.5010061347627773,drought,low,-0.12958550435254929,persistence,test
sagil_33,2025-07-01,2025-08-01,-0.2343788797013332,drought,high,-0.5010061347627773,persistence,test
sagil_33,2025-08-01,2025-09-01,-0.19630432182532637,drought,moderate,-0.2343788797013332,persistence,test
sagil_33,2025-09-01,2025-10-01,-0.320362893620002,drought,moderate,-0.19630432182532637,persistence,test
sagil_33,2025-10-01,2025-11-01,0.16540279923283152,drought,high,-0.320362893620002,persistence,test
sagil_33,2025-11-01,2025-12-01,0.35509319451726584,flood,low,0.16540279923283152,persistence,test
sagil_33,2025-12-01,2026-01-01,-0.43716127825180384,flood,high,0.35509319451726584,persistence,test
sagil_33,2026-01-01,2026-02-01,-0.36643967682640255,drought,high,-0.43716127825180384,persistence,test
sagil_33,2026-02-01,2026-03-01,-0.44738999680432723,drought,high,-0.36643967682640255,persistence,test
sagil_33,2026-03-01,2026-04-01,-0.12753168794510925,drought,high,-0.44738999680432723,persistence,test
sagil_33,2026-04-01,2026-05-01,0.3615023856058282,drought,low,-0.12753168794510925,persistence,test
sagil_34,2025-05-01,2025-06-01,-0.13157370954454206,drought,low,-0.07147545004828629,persistence,test
sagil_34,2025-06-01,2025-07-01,-0.4355339965650488,drought,low,-0.13157370954454206,persistence,test
sagil_34,2025-07-01,2025-08-01,-0.1717918050440446,drought,high,-0.4355339965650488,persistence,test
sagil_34,2025-08-01,2025-09-01,-0.40722157195340936,drought,low,-0.1717918050440446,persistence,test
sagil_34,2025-09-01,2025-10-01,-0.22084620552721757,drought,high,-0.40722157195340936,persistence,test
sagil_34,2025-10-01,2025-11-01,0.21113818019284275,drought,moderate,-0.22084620552721757,persistence,test
sagil_34,2025-11-01,2025-12-01,0.20590636040489893,flood,moderate,0.21113818019284275,persistence,test
sagil_34,2025-12-01,2026-01-01,-0.2912693541524301,flood,moderate,0.20590636040489893,persistence,test
sagil_34,2026-01-01,2026-02-01,-0.5388157576157078,drought,moderate,-0.2912693541524301,persistence,test
sagil_34,2026-02-01,2026-03-01,-0.45283005622967504,drought,high,-0.5388157576157078,persistence,test
sagil_34,2026-03-01,2026-04-01,-1.9141572930240793,drought,high,-0.45283005622967504,persistence,test
sagil_34,2026-04-01,2026-05-01,0.25445380412033947,drought,extreme,-1.9141572930240793,persistence,test
sagil_35,2025-05-01,2025-06-01,-0.3407718551634711,drought,low,-0.13384762663907435,persistence,test
sagil_35,2025-06-01,2025-07-01,-0.44613552491562525,drought,high,-0.3407718551634711,persistence,test
sagil_35,2025-07-01,2025-08-01,-0.1482346120143815,drought,high,-0.44613552491562525,persistence,test
sagil_35,2025-08-01,2025-09-01,-0.17819793287255964,drought,low,-0.1482346120143815,persistence,test
sagil_35,2025-09-01,2025-10-01,-0.12029138534554852,drought,low,-0.17819793287255964,persistence,test
sagil_35,2025-10-01,2025-11-01,-0.3673875765245436,drought,low,-0.12029138534554852,persistence,test
sagil_35,2025-11-01,2025-12-01,0.1551082330339347,drought,high,-0.3673875765245436,persistence,test
sagil_35,2025-12-01,2026-01-01,-0.23315725363711856,flood,low,0.1551082330339347,persistence,test
sagil_35,2026-01-01,2026-02-01,-0.5936919159216562,drought,moderate,-0.23315725363711856,persistence,test
sagil_35,2026-02-01,2026-03-01,-0.3384871364528315,drought,extreme,-0.5936919159216562,persistence,test
sagil_35,2026-03-01,2026-04-01,-1.945668335619672,drought,high,-0.3384871364528315,persistence,test
sagil_35,2026-04-01,2026-05-01,0.10298269962751434,drought,extreme,-1.945668335619672,persistence,test
sagil_36,2025-05-01,2025-06-01,-0.09815254502684644,drought,moderate,-0.2600377805800779,persistence,test
sagil_36,2025-06-01,2025-07-01,-0.3931797101836358,drought,low,-0.09815254502684644,persistence,test
sagil_36,2025-07-01,2025-08-01,-0.1252330455553705,drought,high,-0.3931797101836358,persistence,test
sagil_36,2025-08-01,2025-09-01,-0.15346101095699075,drought,low,-0.1252330455553705,persistence,test
sagil_36,2025-09-01,2025-10-01,-0.07858087631706039,drought,low,-0.15346101095699075,persistence,test
sagil_36,2025-10-01,2025-11-01,0.1741734862114249,drought,low,-0.07858087631706039,persistence,test
sagil_36,2025-11-01,2025-12-01,-0.2303543941176711,flood,low,0.1741734862114249,persistence,test
sagil_36,2025-12-01,2026-01-01,-0.27009730607033217,drought,moderate,-0.2303543941176711,persistence,test
sagil_36,2026-01-01,2026-02-01,-0.387302439209115,drought,moderate,-0.27009730607033217,persistence,test
sagil_36,2026-02-01,2026-03-01,-0.3416802521239911,drought,high,-0.387302439209115,persistence,test
sagil_36,2026-03-01,2026-04-01,-0.04282700181014789,drought,high,-0.3416802521239911,persistence,test
sagil_36,2026-04-01,2026-05-01,-0.15022129120032396,drought,low,-0.04282700181014789,persistence,test
sagil_37,2025-05-01,2025-06-01,-0.11155454376289436,drought,moderate,-0.29873679476810533,persistence,test
sagil_37,2025-06-01,2025-07-01,-0.3615498352439146,drought,low,-0.11155454376289436,persistence,test
sagil_37,2025-07-01,2025-08-01,-0.07455923676292062,drought,high,-0.3615498352439146,persistence,test
sagil_37,2025-08-01,2025-09-01,0.1776863124443706,drought,low,-0.07455923676292062,persistence,test
sagil_37,2025-09-01,2025-10-01,-0.08081576810360394,flood,low,0.1776863124443706,persistence,test
sagil_37,2025-10-01,2025-11-01,0.1496529323286262,drought,low,-0.08081576810360394,persistence,test
sagil_37,2025-11-01,2025-12-01,0.21403685021149907,flood,low,0.1496529323286262,persistence,test
sagil_37,2025-12-01,2026-01-01,-0.21845097698977214,flood,moderate,0.21403685021149907,persistence,test
sagil_37,2026-01-01,2026-02-01,-0.35109260408350085,drought,moderate,-0.21845097698977214,persistence,test
sagil_37,2026-02-01,2026-03-01,-0.3488084934644042,drought,high,-0.35109260408350085,persistence,test
sagil_37,2026-03-01,2026-04-01,-0.047942591112504554,drought,high,-0.3488084934644042,persistence,test
sagil_37,2026-04-01,2026-05-01,0.08716125424700542,drought,low,-0.047942591112504554,persistence,test
sagil_38,2025-05-01,2025-06-01,-0.16949442755138394,flood,low,0.11980882358828536,persistence,test
sagil_38,2025-06-01,2025-07-01,-0.374032126291909,drought,low,-0.16949442755138394,persistence,test
sagil_38,2025-07-01,2025-08-01,-0.08690904077681363,drought,high,-0.374032126291909,persistence,test
sagil_38,2025-08-01,2025-09-01,0.9352193017967416,drought,low,-0.08690904077681363,persistence,test
sagil_38,2025-09-01,2025-10-01,-0.07047854202840431,flood,extreme,0.9352193017967416,persistence,test
sagil_38,2025-10-01,2025-11-01,0.15692428354597623,drought,low,-0.07047854202840431,persistence,test
sagil_38,2025-11-01,2025-12-01,0.2033662026358287,flood,low,0.15692428354597623,persistence,test
sagil_38,2025-12-01,2026-01-01,-0.2268331994080449,flood,moderate,0.2033662026358287,persistence,test
sagil_38,2026-01-01,2026-02-01,-0.37320236594607364,drought,moderate,-0.2268331994080449,persistence,test
sagil_38,2026-02-01,2026-03-01,-0.35691809626466825,drought,high,-0.37320236594607364,persistence,test
sagil_38,2026-03-01,2026-04-01,-0.04922747896973003,drought,high,-0.35691809626466825,persistence,test
sagil_38,2026-04-01,2026-05-01,0.1032801832114453,drought,low,-0.04922747896973003,persistence,test
sagil_39,2025-05-01,2025-06-01,-0.18351385039673734,drought,moderate,-0.1895739499572208,persistence,test
sagil_39,2025-06-01,2025-07-01,-0.3311925040588625,drought,moderate,-0.18351385039673734,persistence,test
sagil_39,2025-07-01,2025-08-01,-0.07433753844240434,drought,high,-0.3311925040588625,persistence,test
sagil_39,2025-08-01,2025-09-01,0.3844945173565647,drought,low,-0.07433753844240434,persistence,test
sagil_39,2025-09-01,2025-10-01,-0.049647915001391804,flood,high,0.3844945173565647,persistence,test
sagil_39,2025-10-01,2025-11-01,0.22251043789327113,drought,low,-0.049647915001391804,persistence,test
sagil_39,2025-11-01,2025-12-01,0.1946797172998251,flood,moderate,0.22251043789327113,persistence,test
sagil_39,2025-12-01,2026-01-01,-0.19939126602823437,flood,moderate,0.1946797172998251,persistence,test
sagil_39,2026-01-01,2026-02-01,-0.5917020350925921,drought,moderate,-0.19939126602823437,persistence,test
sagil_39,2026-02-01,2026-03-01,-0.3599761515676656,drought,extreme,-0.5917020350925921,persistence,test
sagil_39,2026-03-01,2026-04-01,0.05377927123405582,drought,high,-0.3599761515676656,persistence,test
sagil_39,2026-04-01,2026-05-01,0.07611085237653228,flood,low,0.05377927123405582,persistence,test
sagil_4,2025-05-01,2025-06-01,-0.1587361912367771,drought,low,-0.0816679258255604,persistence,test
sagil_4,2025-06-01,2025-07-01,-0.3455574887839329,drought,low,-0.1587361912367771,persistence,test
sagil_4,2025-07-01,2025-08-01,-0.06433092541025971,drought,high,-0.3455574887839329,persistence,test
sagil_4,2025-08-01,2025-09-01,0.24095312653022036,drought,low,-0.06433092541025971,persistence,test
sagil_4,2025-09-01,2025-10-01,-0.09169307724822136,flood,moderate,0.24095312653022036,persistence,test
sagil_4,2025-10-01,2025-11-01,0.3312048710806551,drought,low,-0.09169307724822136,persistence,test
sagil_4,2025-11-01,2025-12-01,0.09023926586518162,flood,high,0.3312048710806551,persistence,test
sagil_4,2025-12-01,2026-01-01,-0.14761942116360066,flood,low,0.09023926586518162,persistence,test
sagil_4,2026-01-01,2026-02-01,-0.4023140316001904,drought,low,-0.14761942116360066,persistence,test
sagil_4,2026-02-01,2026-03-01,-0.48345154984978495,drought,high,-0.4023140316001904,persistence,test
sagil_4,2026-03-01,2026-04-01,-0.08594839623394164,drought,high,-0.48345154984978495,persistence,test
sagil_4,2026-04-01,2026-05-01,0.07268087904765348,drought,low,-0.08594839623394164,persistence,test
sagil_40,2025-05-01,2025-06-01,-0.12721887952568542,drought,low,-0.15658588889700972,persistence,test
sagil_40,2025-06-01,2025-07-01,-0.4044292722378522,drought,low,-0.12721887952568542,persistence,test
sagil_40,2025-07-01,2025-08-01,-0.049179447230130534,drought,high,-0.4044292722378522,persistence,test
sagil_40,2025-08-01,2025-09-01,-0.19468726798107377,drought,low,-0.049179447230130534,persistence,test
sagil_40,2025-09-01,2025-10-01,-0.03131187721145608,drought,moderate,-0.19468726798107377,persistence,test
sagil_40,2025-10-01,2025-11-01,0.16085584420432855,drought,low,-0.03131187721145608,persistence,test
sagil_40,2025-11-01,2025-12-01,0.32530752138291935,flood,low,0.16085584420432855,persistence,test
sagil_40,2025-12-01,2026-01-01,-0.23691586573680481,flood,high,0.32530752138291935,persistence,test
sagil_40,2026-01-01,2026-02-01,-0.3428390304428128,drought,moderate,-0.23691586573680481,persistence,test
sagil_40,2026-02-01,2026-03-01,-0.33697622377975467,drought,high,-0.3428390304428128,persistence,test
sagil_40,2026-03-01,2026-04-01,-0.13851904625660788,drought,high,-0.33697622377975467,persistence,test
sagil_40,2026-04-01,2026-05-01,-0.1369138585378966,drought,low,-0.13851904625660788,persistence,test
sagil_41,2025-05-01,2025-06-01,-0.1868538996749239,flood,low,0.14067238620014144,persistence,test
sagil_41,2025-06-01,2025-07-01,-0.4022152337679637,drought,moderate,-0.1868538996749239,persistence,test
sagil_41,2025-07-01,2025-08-01,-0.0759287559281091,drought,high,-0.4022152337679637,persistence,test
sagil_41,2025-08-01,2025-09-01,-0.1548689441230098,drought,low,-0.0759287559281091,persistence,test
sagil_41,2025-09-01,2025-10-01,-0.033969706220576296,drought,low,-0.1548689441230098,persistence,test
sagil_41,2025-10-01,2025-11-01,0.24274365775822865,drought,low,-0.033969706220576296,persistence,test
sagil_41,2025-11-01,2025-12-01,0.20334244703934473,flood,moderate,0.24274365775822865,persistence,test
sagil_41,2025-12-01,2026-01-01,-0.3012513872314464,flood,moderate,0.20334244703934473,persistence,test
sagil_41,2026-01-01,2026-02-01,-0.40752170746399324,drought,high,-0.3012513872314464,persistence,test
sagil_41,2026-02-01,2026-03-01,-0.3655508689925397,drought,high,-0.40752170746399324,persistence,test
sagil_41,2026-03-01,2026-04-01,-0.15810706046386422,drought,high,-0.3655508689925397,persistence,test
sagil_41,2026-04-01,2026-05-01,0.16247851481717843,drought,low,-0.15810706046386422,persistence,test
sagil_42,2025-05-01,2025-06-01,-0.26616540000185307,drought,low,-0.17679845098356475,persistence,test
sagil_42,2025-06-01,2025-07-01,-0.609002367344195,drought,moderate,-0.26616540000185307,persistence,test
sagil_42,2025-07-01,2025-08-01,-0.38217529239056364,drought,extreme,-0.609002367344195,persistence,test
sagil_42,2025-08-01,2025-09-01,-0.558356309869121,drought,high,-0.38217529239056364,persistence,test
sagil_42,2025-09-01,2025-10-01,-0.33391440793434113,drought,extreme,-0.558356309869121,persistence,test
sagil_42,2025-10-01,2025-11-01,-0.74427180874803,drought,high,-0.33391440793434113,persistence,test
sagil_42,2025-11-01,2025-12-01,0.32685071488339973,drought,extreme,-0.74427180874803,persistence,test
sagil_42,2025-12-01,2026-01-01,-0.4098507397569305,flood,high,0.32685071488339973,persistence,test
sagil_42,2026-01-01,2026-02-01,-0.7159146409999461,drought,high,-0.4098507397569305,persistence,test
sagil_42,2026-02-01,2026-03-01,-0.5374353761887671,drought,extreme,-0.7159146409999461,persistence,test
sagil_42,2026-03-01,2026-04-01,-0.5100605959199407,drought,high,-0.5374353761887671,persistence,test
sagil_42,2026-04-01,2026-05-01,0.40363987500746457,drought,high,-0.5100605959199407,persistence,test
sagil_43,2025-05-01,2025-06-01,-0.1309745257161779,drought,moderate,-0.2704981737472898,persistence,test
sagil_43,2025-06-01,2025-07-01,-0.3696951536999952,drought,low,-0.1309745257161779,persistence,test
sagil_43,2025-07-01,2025-08-01,-0.07232358709820466,drought,high,-0.3696951536999952,persistence,test
sagil_43,2025-08-01,2025-09-01,-0.0683250961711455,drought,low,-0.07232358709820466,persistence,test
sagil_43,2025-09-01,2025-10-01,-0.05921881336542995,drought,low,-0.0683250961711455,persistence,test
sagil_43,2025-10-01,2025-11-01,0.1434233168536815,drought,low,-0.05921881336542995,persistence,test
sagil_43,2025-11-01,2025-12-01,0.20836718793822784,flood,low,0.1434233168536815,persistence,test
sagil_43,2025-12-01,2026-01-01,-0.19925205868839324,flood,moderate,0.20836718793822784,persistence,test
sagil_43,2026-01-01,2026-02-01,-0.36148512376969727,drought,moderate,-0.19925205868839324,persistence,test
sagil_43,2026-02-01,2026-03-01,-0.4025340287786155,drought,high,-0.36148512376969727,persistence,test
sagil_43,2026-03-01,2026-04-01,-0.05261973395108596,drought,high,-0.4025340287786155,persistence,test
sagil_43,2026-04-01,2026-05-01,0.09213664603526601,drought,low,-0.05261973395108596,persistence,test
sagil_44,2025-05-01,2025-06-01,-0.16428210297796958,drought,low,-0.140075315632693,persistence,test
sagil_44,2025-06-01,2025-07-01,-0.4644379703448306,drought,low,-0.16428210297796958,persistence,test
sagil_44,2025-07-01,2025-08-01,-0.1732339073266427,drought,high,-0.4644379703448306,persistence,test
sagil_44,2025-08-01,2025-09-01,-0.10365013421425666,drought,low,-0.1732339073266427,persistence,test
sagil_44,2025-09-01,2025-10-01,-0.13708143427211472,drought,low,-0.10365013421425666,persistence,test
sagil_44,2025-10-01,2025-11-01,0.15753644517897836,drought,low,-0.13708143427211472,persistence,test
sagil_44,2025-11-01,2025-12-01,0.2788880250337156,flood,low,0.15753644517897836,persistence,test
sagil_44,2025-12-01,2026-01-01,-0.23203246189414603,flood,moderate,0.2788880250337156,persistence,test
sagil_44,2026-01-01,2026-02-01,-0.3515352719974017,drought,moderate,-0.23203246189414603,persistence,test
sagil_44,2026-02-01,2026-03-01,-0.3846086607703104,drought,high,-0.3515352719974017,persistence,test
sagil_44,2026-03-01,2026-04-01,-0.036185063983145485,drought,high,-0.3846086607703104,persistence,test
sagil_44,2026-04-01,2026-05-01,0.13094001244864767,drought,low,-0.036185063983145485,persistence,test
sagil_45,2025-05-01,2025-06-01,-0.14263395323946557,drought,low,-0.12660202837418796,persistence,test
sagil_45,2025-06-01,2025-07-01,-0.36638028083212254,drought,low,-0.14263395323946557,persistence,test
sagil_45,2025-07-01,2025-08-01,-0.086724607518532,drought,high,-0.36638028083212254,persistence,test
sagil_45,2025-08-01,2025-09-01,0.17016933885179364,drought,low,-0.086724607518532,persistence,test
sagil_45,2025-09-01,2025-10-01,-0.09346876533360618,flood,low,0.17016933885179364,persistence,test
sagil_45,2025-10-01,2025-11-01,0.14622861299353604,drought,low,-0.09346876533360618,persistence,test
sagil_45,2025-11-01,2025-12-01,0.218349337527092,flood,low,0.14622861299353604,persistence,test
sagil_45,2025-12-01,2026-01-01,-0.2177343361717802,flood,moderate,0.218349337527092,persistence,test
sagil_45,2026-01-01,2026-02-01,-0.42215265345896985,drought,moderate,-0.2177343361717802,persistence,test
sagil_45,2026-02-01,2026-03-01,-0.3651512439335433,drought,high,-0.42215265345896985,persistence,test
sagil_45,2026-03-01,2026-04-01,-0.06508468265915604,drought,high,-0.3651512439335433,persistence,test
sagil_45,2026-04-01,2026-05-01,0.0773564697255026,drought,low,-0.06508468265915604,persistence,test
sagil_46,2025-05-01,2025-06-01,-0.16332624023162184,drought,low,-0.12861441381609295,persistence,test
sagil_46,2025-06-01,2025-07-01,-0.38519633866325603,drought,low,-0.16332624023162184,persistence,test
sagil_46,2025-07-01,2025-08-01,-0.05427920275205679,drought,high,-0.38519633866325603,persistence,test
sagil_46,2025-08-01,2025-09-01,-0.36055081269239875,drought,low,-0.05427920275205679,persistence,test
sagil_46,2025-09-01,2025-10-01,-0.06374533741701252,drought,high,-0.36055081269239875,persistence,test
sagil_46,2025-10-01,2025-11-01,0.15538753741294586,drought,low,-0.06374533741701252,persistence,test
sagil_46,2025-11-01,2025-12-01,0.22423491731469358,flood,low,0.15538753741294586,persistence,test
sagil_46,2025-12-01,2026-01-01,-0.24933956599668206,flood,moderate,0.22423491731469358,persistence,test
sagil_46,2026-01-01,2026-02-01,-0.36231443714877737,drought,moderate,-0.24933956599668206,persistence,test
sagil_46,2026-02-01,2026-03-01,-0.35526283411559273,drought,high,-0.36231443714877737,persistence,test
sagil_46,2026-03-01,2026-04-01,-0.04492917672379685,drought,high,-0.35526283411559273,persistence,test
sagil_46,2026-04-01,2026-05-01,0.13245152151833492,drought,low,-0.04492917672379685,persistence,test
sagil_47,2025-05-01,2025-06-01,-0.153607987991809,drought,low,-0.09246161845117125,persistence,test
sagil_47,2025-06-01,2025-07-01,-0.38948597713262684,drought,low,-0.153607987991809,persistence,test
sagil_47,2025-07-01,2025-08-01,-0.0772999915168139,drought,high,-0.38948597713262684,persistence,test
sagil_47,2025-08-01,2025-09-01,-0.42071534024943413,drought,low,-0.0772999915168139,persistence,test
sagil_47,2025-09-01,2025-10-01,-0.12728484993297234,drought,high,-0.42071534024943413,persistence,test
sagil_47,2025-10-01,2025-11-01,-0.2005077996201965,drought,low,-0.12728484993297234,persistence,test
sagil_47,2025-11-01,2025-12-01,-0.20512663827591376,drought,moderate,-0.2005077996201965,persistence,test
sagil_47,2025-12-01,2026-01-01,-0.34577584910285397,drought,moderate,-0.20512663827591376,persistence,test
sagil_47,2026-01-01,2026-02-01,-0.37984171957100515,drought,high,-0.34577584910285397,persistence,test
sagil_47,2026-02-01,2026-03-01,-0.40063798806003315,drought,high,-0.37984171957100515,persistence,test
sagil_47,2026-03-01,2026-04-01,-0.08301284634635038,drought,high,-0.40063798806003315,persistence,test
sagil_47,2026-04-01,2026-05-01,-0.20276939608371522,drought,low,-0.08301284634635038,persistence,test
sagil_48,2025-05-01,2025-06-01,-0.1827502935097297,drought,low,-0.15486851447789016,persistence,test
sagil_48,2025-06-01,2025-07-01,-0.37596148472314705,drought,moderate,-0.1827502935097297,persistence,test
sagil_48,2025-07-01,2025-08-01,-0.08453337679999334,drought,high,-0.37596148472314705,persistence,test
sagil_48,2025-08-01,2025-09-01,-0.16685213397115764,drought,low,-0.08453337679999334,persistence,test
sagil_48,2025-09-01,2025-10-01,-0.0633048749743138,drought,low,-0.16685213397115764,persistence,test
sagil_48,2025-10-01,2025-11-01,0.25743164455518946,drought,low,-0.0633048749743138,persistence,test
sagil_48,2025-11-01,2025-12-01,0.2172703481383369,flood,moderate,0.25743164455518946,persistence,test
sagil_48,2025-12-01,2026-01-01,-0.23636548253646517,flood,moderate,0.2172703481383369,persistence,test
sagil_48,2026-01-01,2026-02-01,-0.41453850126113057,drought,moderate,-0.23636548253646517,persistence,test
sagil_48,2026-02-01,2026-03-01,-0.3292208372904927,drought,high,-0.41453850126113057,persistence,test
sagil_48,2026-03-01,2026-04-01,-0.35432442213212767,drought,high,-0.3292208372904927,persistence,test
sagil_48,2026-04-01,2026-05-01,0.24992753904099363,drought,high,-0.35432442213212767,persistence,test
sagil_49,2025-05-01,2025-06-01,-0.2844693307524377,drought,moderate,-0.21333608154925823,persistence,test
sagil_49,2025-06-01,2025-07-01,-0.49261361661959246,drought,moderate,-0.2844693307524377,persistence,test
sagil_49,2025-07-01,2025-08-01,-0.08521288512901669,drought,high,-0.49261361661959246,persistence,test
sagil_49,2025-08-01,2025-09-01,-0.11560355483445778,drought,low,-0.08521288512901669,persistence,test
sagil_49,2025-09-01,2025-10-01,-0.14427315632538354,drought,low,-0.11560355483445778,persistence,test
sagil_49,2025-10-01,2025-11-01,0.3647521079787569,drought,low,-0.14427315632538354,persistence,test
sagil_49,2025-11-01,2025-12-01,0.2798235406815579,flood,high,0.3647521079787569,persistence,test
sagil_49,2025-12-01,2026-01-01,-0.216029713151952,flood,moderate,0.2798235406815579,persistence,test
sagil_49,2026-01-01,2026-02-01,-0.5914188260852755,drought,moderate,-0.216029713151952,persistence,test
sagil_49,2026-02-01,2026-03-01,-0.3483094596987676,drought,extreme,-0.5914188260852755,persistence,test
sagil_49,2026-03-01,2026-04-01,-0.17424123007076694,drought,high,-0.3483094596987676,persistence,test
sagil_49,2026-04-01,2026-05-01,0.22787061724342333,drought,low,-0.17424123007076694,persistence,test
sagil_5,2025-05-01,2025-06-01,-0.15243625200322777,flood,low,0.07043591003201881,persistence,test
sagil_5,2025-06-01,2025-07-01,-0.32143870444208317,drought,low,-0.15243625200322777,persistence,test
sagil_5,2025-07-01,2025-08-01,-0.0685166140970726,drought,high,-0.32143870444208317,persistence,test
sagil_5,2025-08-01,2025-09-01,0.19185448787331857,drought,low,-0.0685166140970726,persistence,test
sagil_5,2025-09-01,2025-10-01,-0.07524691328261875,flood,moderate,0.19185448787331857,persistence,test
sagil_5,2025-10-01,2025-11-01,0.27772507721108164,drought,low,-0.07524691328261875,persistence,test
sagil_5,2025-11-01,2025-12-01,0.1193813109503992,flood,moderate,0.27772507721108164,persistence,test
sagil_5,2025-12-01,2026-01-01,-0.16536426807482849,flood,low,0.1193813109503992,persistence,test
sagil_5,2026-01-01,2026-02-01,-0.34698079150625416,drought,low,-0.16536426807482849,persistence,test
sagil_5,2026-02-01,2026-03-01,-0.3521968047835969,drought,high,-0.34698079150625416,persistence,test
sagil_5,2026-03-01,2026-04-01,0.31622502173609396,drought,high,-0.3521968047835969,persistence,test
sagil_5,2026-04-01,2026-05-01,0.05911559394424242,flood,high,0.31622502173609396,persistence,test
sagil_6,2025-05-01,2025-06-01,-0.18185706394000925,flood,low,0.1055588749888128,persistence,test
sagil_6,2025-06-01,2025-07-01,-0.3058518333236373,drought,moderate,-0.18185706394000925,persistence,test
sagil_6,2025-07-01,2025-08-01,-0.12147800025429395,drought,high,-0.3058518333236373,persistence,test
sagil_6,2025-08-01,2025-09-01,0.16051227955519143,drought,low,-0.12147800025429395,persistence,test
sagil_6,2025-09-01,2025-10-01,-0.0788051160298714,flood,low,0.16051227955519143,persistence,test
sagil_6,2025-10-01,2025-11-01,0.18757313848587248,drought,low,-0.0788051160298714,persistence,test
sagil_6,2025-11-01,2025-12-01,0.2210448143756136,flood,moderate,0.18757313848587248,persistence,test
sagil_6,2025-12-01,2026-01-01,-0.2165975508334285,flood,moderate,0.2210448143756136,persistence,test
sagil_6,2026-01-01,2026-02-01,-0.37548119751946185,drought,moderate,-0.2165975508334285,persistence,test
sagil_6,2026-02-01,2026-03-01,-0.3218524890568552,drought,high,-0.37548119751946185,persistence,test
sagil_6,2026-03-01,2026-04-01,0.11514864166956847,drought,high,-0.3218524890568552,persistence,test
sagil_6,2026-04-01,2026-05-01,0.0668564991690744,flood,low,0.11514864166956847,persistence,test
sagil_7,2025-05-01,2025-06-01,-0.2774579151648298,flood,low,0.10963367014391559,persistence,test
sagil_7,2025-06-01,2025-07-01,-0.6040675517182494,drought,moderate,-0.2774579151648298,persistence,test
sagil_7,2025-07-01,2025-08-01,-0.13570736123258825,drought,extreme,-0.6040675517182494,persistence,test
sagil_7,2025-08-01,2025-09-01,-0.18192469578848264,drought,low,-0.13570736123258825,persistence,test
sagil_7,2025-09-01,2025-10-01,-0.13278066581371176,drought,moderate,-0.18192469578848264,persistence,test
sagil_7,2025-10-01,2025-11-01,0.2571517732379477,drought,low,-0.13278066581371176,persistence,test
sagil_7,2025-11-01,2025-12-01,0.22635209702903167,flood,moderate,0.2571517732379477,persistence,test
sagil_7,2025-12-01,2026-01-01,-0.31982575448986694,flood,moderate,0.22635209702903167,persistence,test
sagil_7,2026-01-01,2026-02-01,-0.565454721286798,drought,high,-0.31982575448986694,persistence,test
sagil_7,2026-02-01,2026-03-01,-0.31388881053184203,drought,extreme,-0.565454721286798,persistence,test
sagil_7,2026-03-01,2026-04-01,-0.17662297967713853,drought,high,-0.31388881053184203,persistence,test
sagil_7,2026-04-01,2026-05-01,-0.19018970172975622,drought,low,-0.17662297967713853,persistence,test
sagil_8,2025-05-01,2025-06-01,-0.15247898939691013,drought,moderate,-0.2714377883060147,persistence,test
sagil_8,2025-06-01,2025-07-01,-0.3516818572427794,drought,low,-0.15247898939691013,persistence,test
sagil_8,2025-07-01,2025-08-01,-0.06887103852567471,drought,high,-0.3516818572427794,persistence,test
sagil_8,2025-08-01,2025-09-01,0.17873686484166545,drought,low,-0.06887103852567471,persistence,test
sagil_8,2025-09-01,2025-10-01,0.1735852466502054,flood,low,0.17873686484166545,persistence,test
sagil_8,2025-10-01,2025-11-01,0.2515463327801729,flood,low,0.1735852466502054,persistence,test
sagil_8,2025-11-01,2025-12-01,0.11701876403786228,flood,moderate,0.2515463327801729,persistence,test
sagil_8,2025-12-01,2026-01-01,-0.20894335725242738,flood,low,0.11701876403786228,persistence,test
sagil_8,2026-01-01,2026-02-01,-0.3673708435957484,drought,moderate,-0.20894335725242738,persistence,test
sagil_8,2026-02-01,2026-03-01,-0.5926785752091487,drought,high,-0.3673708435957484,persistence,test
sagil_8,2026-03-01,2026-04-01,0.09054590107177567,drought,extreme,-0.5926785752091487,persistence,test
sagil_8,2026-04-01,2026-05-01,0.0883357531108249,flood,low,0.09054590107177567,persistence,test
sagil_9,2025-05-01,2025-06-01,-0.10367428956828159,flood,high,0.3080830965565159,persistence,test
sagil_9,2025-06-01,2025-07-01,-0.38313518288672793,drought,low,-0.10367428956828159,persistence,test
sagil_9,2025-07-01,2025-08-01,-0.06558348831840698,drought,high,-0.38313518288672793,persistence,test
sagil_9,2025-08-01,2025-09-01,0.2098179266837512,drought,low,-0.06558348831840698,persistence,test
sagil_9,2025-09-01,2025-10-01,-0.08608412814976314,flood,moderate,0.2098179266837512,persistence,test
sagil_9,2025-10-01,2025-11-01,0.18694150514677738,drought,low,-0.08608412814976314,persistence,test
sagil_9,2025-11-01,2025-12-01,0.12164025576720648,flood,moderate,0.18694150514677738,persistence,test
sagil_9,2025-12-01,2026-01-01,-0.17466175542737553,flood,low,0.12164025576720648,persistence,test
sagil_9,2026-01-01,2026-02-01,-0.40997037407853093,drought,low,-0.17466175542737553,persistence,test
sagil_9,2026-02-01,2026-03-01,-0.5678686550430319,drought,high,-0.40997037407853093,persistence,test
sagil_9,2026-03-01,2026-04-01,0.0706113558772547,drought,extreme,-0.5678686550430319,persistence,test
sagil_9,2026-04-01,2026-05-01,0.0875490313607181,flood,low,0.0706113558772547,persistence,test