backend/src/main/java/gc/mda/kcg/domain/fleet/GroupPolygonDto.java

@@ -25,4 +25,5 @@ public class GroupPolygonDto {
     private String zoneName;
     private List<Map<String, Object>> members;
     private String color;
+    private String resolution;
 }

backend/src/main/java/gc/mda/kcg/domain/fleet/GroupPolygonService.java

@@ -31,9 +31,10 @@ public class GroupPolygonService {
             SELECT group_type, group_key, group_label, sub_cluster_id, snapshot_time,
                    ST_AsGeoJSON(polygon) AS polygon_geojson,
                    ST_Y(center_point) AS center_lat, ST_X(center_point) AS center_lon,
-                   area_sq_nm, member_count, zone_id, zone_name, members, color
+                   area_sq_nm, member_count, zone_id, zone_name, members, color, resolution
             FROM kcg.group_polygon_snapshots
-            WHERE snapshot_time = (SELECT MAX(snapshot_time) FROM kcg.group_polygon_snapshots)
+            WHERE snapshot_time = (SELECT MAX(snapshot_time) FROM kcg.group_polygon_snapshots WHERE resolution = '1h')
+              AND resolution = '1h'
             ORDER BY group_type, member_count DESC
             """;
 
@@ -41,7 +42,7 @@ public class GroupPolygonService {
             SELECT group_type, group_key, group_label, sub_cluster_id, snapshot_time,
                    ST_AsGeoJSON(polygon) AS polygon_geojson,
                    ST_Y(center_point) AS center_lat, ST_X(center_point) AS center_lon,
-                   area_sq_nm, member_count, zone_id, zone_name, members, color
+                   area_sq_nm, member_count, zone_id, zone_name, members, color, resolution
             FROM kcg.group_polygon_snapshots
             WHERE group_key = ?
             ORDER BY snapshot_time DESC
@@ -52,7 +53,7 @@ public class GroupPolygonService {
             SELECT group_type, group_key, group_label, sub_cluster_id, snapshot_time,
                    ST_AsGeoJSON(polygon) AS polygon_geojson,
                    ST_Y(center_point) AS center_lat, ST_X(center_point) AS center_lon,
-                   area_sq_nm, member_count, zone_id, zone_name, members, color
+                   area_sq_nm, member_count, zone_id, zone_name, members, color, resolution
             FROM kcg.group_polygon_snapshots
             WHERE group_key = ? AND snapshot_time > NOW() - CAST(? || ' hours' AS INTERVAL)
             ORDER BY snapshot_time DESC
@@ -60,15 +61,16 @@ public class GroupPolygonService {
 
     private static final String GROUP_CORRELATIONS_SQL = """
             WITH best_scores AS (
-                SELECT DISTINCT ON (m.id, s.target_mmsi)
+                SELECT DISTINCT ON (m.id, s.sub_cluster_id, s.target_mmsi)
                        s.target_mmsi, s.target_type, s.target_name,
                        s.current_score, s.streak_count, s.observation_count,
                        s.freeze_state, s.shadow_bonus_total,
+                       s.sub_cluster_id,
                        m.id AS model_id, m.name AS model_name, m.is_default
                 FROM kcg.gear_correlation_scores s
                 JOIN kcg.correlation_param_models m ON s.model_id = m.id
                 WHERE s.group_key = ? AND s.current_score >= ? AND m.is_active = TRUE
-                ORDER BY m.id, s.target_mmsi, s.current_score DESC
+                ORDER BY m.id, s.sub_cluster_id, s.target_mmsi, s.current_score DESC
             )
             SELECT bs.*,
                    r.proximity_ratio, r.visit_score, r.heading_coherence
@@ -86,8 +88,9 @@ public class GroupPolygonService {
             SELECT COUNT(*) AS gear_groups,
                    COALESCE(SUM(member_count), 0) AS gear_count
             FROM kcg.group_polygon_snapshots
-            WHERE snapshot_time = (SELECT MAX(snapshot_time) FROM kcg.group_polygon_snapshots)
+            WHERE snapshot_time = (SELECT MAX(snapshot_time) FROM kcg.group_polygon_snapshots WHERE resolution = '1h')
               AND group_type IN ('GEAR_IN_ZONE', 'GEAR_OUT_ZONE')
+              AND resolution = '1h'
             """;
 
     /**
@@ -120,6 +123,7 @@ public class GroupPolygonService {
                 row.put("observations", rs.getInt("observation_count"));
                 row.put("freezeState", rs.getString("freeze_state"));
                 row.put("shadowBonus", rs.getDouble("shadow_bonus_total"));
+                row.put("subClusterId", rs.getInt("sub_cluster_id"));
                 row.put("proximityRatio", rs.getObject("proximity_ratio"));
                 row.put("visitScore", rs.getObject("visit_score"));
                 row.put("headingCoherence", rs.getObject("heading_coherence"));
@@ -210,6 +214,7 @@ public class GroupPolygonService {
                 .zoneName(rs.getString("zone_name"))
                 .members(members)
                 .color(rs.getString("color"))
+                .resolution(rs.getString("resolution"))
                 .build();
     }
 }

database/migration/011_polygon_resolution.sql

@@ -0,0 +1,14 @@
+-- 011: group_polygon_snapshots에 resolution 컬럼 추가 (1h/6h 듀얼 폴리곤)
+-- 기존 데이터는 DEFAULT '6h'로 취급
+
+ALTER TABLE kcg.group_polygon_snapshots
+    ADD COLUMN IF NOT EXISTS resolution VARCHAR(4) DEFAULT '6h';
+
+-- 기존 인덱스 교체: resolution 포함
+DROP INDEX IF EXISTS kcg.idx_gps_type_time;
+CREATE INDEX idx_gps_type_res_time
+    ON kcg.group_polygon_snapshots(group_type, resolution, snapshot_time DESC);
+
+DROP INDEX IF EXISTS kcg.idx_gps_key_time;
+CREATE INDEX idx_gps_key_res_time
+    ON kcg.group_polygon_snapshots(group_key, resolution, snapshot_time DESC);

docs/RELEASE-NOTES.md

@@ -4,6 +4,19 @@
 
 ## [Unreleased]
 
+### 추가
+- 어구 그룹 1h/6h 듀얼 폴리곤 (Python 듀얼 스냅샷 + DB resolution 컬럼 + Backend/Frontend 독립 렌더)
+- 리플레이 컨트롤러 A-B 구간 반복 기능
+- 리플레이 프로그레스바 통합 (1h/6h 스냅샷 막대 + 호버 툴팁 + 클릭 고정)
+- 리치 툴팁: 선박/어구 구분 + 모델 소속 컬러 표시 + 멤버 호버 강조
+- 항공기 아이콘 줌레벨 기반 스케일 적용
+- 심볼 크기 조정 패널 (선박/항공기 개별 0.5~2.0x)
+
+### 변경
+- 일치율 후보 탐색: 6h 멤버 → 1h 활성 멤버 기반 center/radius
+- 일치율 반경 밖 이탈 선박 OUT_OF_RANGE 감쇠 적용
+- 폴리곤 노출: DISPLAY_STALE_SEC=1h time_bucket 기반 필터링
+
 ### 추가
 - 실시간 선박 13K MapLibre → deck.gl IconLayer 전환 (useShipDeckLayers + shipDeckStore)
 - 선단/어구 폴리곤 MapLibre → deck.gl GeoJsonLayer 전환 (useFleetClusterDeckLayers)

frontend/src/App.tsx

@@ -10,6 +10,7 @@ import LoginPage from './components/auth/LoginPage';
 import CollectorMonitor from './components/common/CollectorMonitor';
 import { SharedFilterProvider } from './contexts/SharedFilterContext';
 import { FontScaleProvider } from './contexts/FontScaleContext';
+import { SymbolScaleProvider } from './contexts/SymbolScaleContext';
 import { IranDashboard } from './components/iran/IranDashboard';
 import { KoreaDashboard } from './components/korea/KoreaDashboard';
 import './App.css';
@@ -67,6 +68,7 @@ function AuthenticatedApp({ user, onLogout }: AuthenticatedAppProps) {
 
   return (
     <FontScaleProvider>
+    <SymbolScaleProvider>
     <SharedFilterProvider>
       <div className={`app ${isLive ? 'app-live' : ''}`}>
         <header className="app-header">
@@ -160,6 +162,7 @@ function AuthenticatedApp({ user, onLogout }: AuthenticatedAppProps) {
         )}
       </div>
     </SharedFilterProvider>
+    </SymbolScaleProvider>
     </FontScaleProvider>
   );
 }

frontend/src/components/common/LayerPanel.tsx

@@ -2,6 +2,7 @@ import { useState, useCallback } from 'react';
 import { useTranslation } from 'react-i18next';
 import { useLocalStorageSet } from '../../hooks/useLocalStorage';
 import { FontScalePanel } from './FontScalePanel';
+import { SymbolScalePanel } from './SymbolScalePanel';
 
 // Aircraft category colors (matches AircraftLayer military fixed colors)
 const AC_CAT_COLORS: Record<string, string> = {
@@ -897,6 +898,7 @@ export function LayerPanel({
         )}
       </div>
       <FontScalePanel />
+      <SymbolScalePanel />
     </div>
   );
 }

frontend/src/components/common/SymbolScalePanel.tsx

@@ -0,0 +1,43 @@
+import { useState } from 'react';
+import { useSymbolScale } from '../../hooks/useSymbolScale';
+import type { SymbolScaleConfig } from '../../contexts/symbolScaleState';
+
+const LABELS: Record<keyof SymbolScaleConfig, string> = {
+  ship: '선박 심볼',
+  aircraft: '항공기 심볼',
+};
+
+export function SymbolScalePanel() {
+  const { symbolScale, setSymbolScale } = useSymbolScale();
+  const [open, setOpen] = useState(false);
+
+  const update = (key: keyof SymbolScaleConfig, val: number) => {
+    setSymbolScale({ ...symbolScale, [key]: Math.round(val * 10) / 10 });
+  };
+
+  return (
+    <div className="font-scale-section">
+      <button type="button" className="font-scale-toggle" onClick={() => setOpen(!open)}>
+        <span>&#9670; 심볼 크기</span>
+        <span>{open ? '▼' : '▶'}</span>
+      </button>
+      {open && (
+        <div className="font-scale-sliders">
+          {(Object.keys(LABELS) as (keyof SymbolScaleConfig)[]).map(key => (
+            <div key={key} className="font-scale-row">
+              <label>{LABELS[key]}</label>
+              <input type="range" min={0.5} max={2.0} step={0.1}
+                value={symbolScale[key]}
+                onChange={e => update(key, parseFloat(e.target.value))} />
+              <span>{symbolScale[key].toFixed(1)}</span>
+            </div>
+          ))}
+          <button type="button" className="font-scale-reset"
+            onClick={() => setSymbolScale({ ship: 1.0, aircraft: 1.0 })}>
+            초기화
+          </button>
+        </div>
+      )}
+    </div>
+  );
+}

frontend/src/components/korea/CorrelationPanel.tsx

@@ -292,23 +292,26 @@ const CorrelationPanel = ({
           <span style={{ color: '#64748b', marginLeft: 'auto' }}>{memberCount}</span>
         </label>
         {correlationLoading && <div style={{ fontSize: 8, color: '#64748b' }}>로딩...</div>}
-        {availableModels.map(m => {
+        {_MODEL_ORDER.filter(mn => mn !== 'identity').map(mn => {
-          const color = MODEL_COLORS[m.name] ?? '#94a3b8';
+          const color = MODEL_COLORS[mn] ?? '#94a3b8';
-          const modelItems = correlationByModel.get(m.name) ?? [];
+          const modelItems = correlationByModel.get(mn) ?? [];
+          const hasData = modelItems.length > 0;
           const vc = modelItems.filter(c => c.targetType === 'VESSEL').length;
           const gc = modelItems.filter(c => c.targetType !== 'VESSEL').length;
+          const am = availableModels.find(m => m.name === mn);
           return (
-            <label key={m.name} style={{ display: 'flex', alignItems: 'center', gap: 4, fontSize: 9, cursor: 'pointer', marginBottom: 3 }}>
+            <label key={mn} style={{ display: 'flex', alignItems: 'center', gap: 4, fontSize: 9, cursor: hasData ? 'pointer' : 'default', marginBottom: 3, opacity: hasData ? 1 : 0.4 }}>
-              <input type="checkbox" checked={enabledModels.has(m.name)}
+              <input type="checkbox" checked={enabledModels.has(mn)}
+                disabled={!hasData}
                 onChange={() => onEnabledModelsChange(prev => {
                   const next = new Set(prev);
-                  if (next.has(m.name)) next.delete(m.name); else next.add(m.name);
+                  if (next.has(mn)) next.delete(mn); else next.add(mn);
                   return next;
                 })}
-                style={{ accentColor: color, width: 11, height: 11 }} title={m.name} />
+                style={{ accentColor: color, width: 11, height: 11 }} title={mn} />
-              <span style={{ width: 8, height: 8, borderRadius: '50%', background: color, flexShrink: 0 }} />
+              <span style={{ width: 8, height: 8, borderRadius: '50%', background: color, flexShrink: 0, opacity: hasData ? 1 : 0.3 }} />
-              <span style={{ color: '#e2e8f0', flex: 1 }}>{m.name}{m.isDefault ? '*' : ''}</span>
+              <span style={{ color: hasData ? '#e2e8f0' : '#64748b', flex: 1 }}>{mn}{am?.isDefault ? '*' : ''}</span>
-              <span style={{ color: '#64748b', fontSize: 8 }}>{vc}⛴{gc}◆</span>
+              <span style={{ color: '#64748b', fontSize: 8 }}>{hasData ? `${vc}⛴${gc}◆` : '—'}</span>
             </label>
           );
         })}

frontend/src/components/korea/FleetClusterLayer.tsx

@@ -42,7 +42,7 @@ function splitAndMergeHistory(history: GroupPolygonDto[]) {
     ([subClusterId, data]) => ({ subClusterId, ...data }),
   );
 
-  // 2. 시간별 멤버 합산 프레임 (기존 리플레이 호환)
+  // 2. 시간별 그룹핑 후 서브클러스터 보존
   const byTime = new Map<string, GroupPolygonDto[]>();
   for (const h of sorted) {
     const list = byTime.get(h.snapshotTime) ?? [];
@@ -52,34 +52,63 @@ function splitAndMergeHistory(history: GroupPolygonDto[]) {
 
   const frames: GroupPolygonDto[] = [];
   for (const [, items] of byTime) {
-    if (items.length === 1) {
+    const allSameId = items.every(item => (item.subClusterId ?? 0) === 0);
-      frames.push(items[0]);
+
-      continue;
+    if (items.length === 1 || allSameId) {
-    }
+      // 단일 아이템 또는 모두 subClusterId=0: 통합 서브프레임 1개
-    const seen = new Set<string>();
+      const base = items.length === 1 ? items[0] : (() => {
-    const allMembers: GroupPolygonDto['members'] = [];
+        const seen = new Set<string>();
-    for (const item of items) {
+        const allMembers: GroupPolygonDto['members'] = [];
-      for (const m of item.members) {
+        for (const item of items) {
-        if (!seen.has(m.mmsi)) { seen.add(m.mmsi); allMembers.push(m); }
+          for (const m of item.members) {
+            if (!seen.has(m.mmsi)) { seen.add(m.mmsi); allMembers.push(m); }
+          }
+        }
+        const biggest = items.reduce((a, b) => (a.memberCount >= b.memberCount ? a : b));
+        return { ...biggest, subClusterId: 0, members: allMembers, memberCount: allMembers.length };
+      })();
+      const subFrames: SubFrame[] = [{
+        subClusterId: 0,
+        centerLon: base.centerLon,
+        centerLat: base.centerLat,
+        members: base.members,
+        memberCount: base.memberCount,
+      }];
+      frames.push({ ...base, subFrames } as GroupPolygonDto & { subFrames: SubFrame[] });
+    } else {
+      // 서로 다른 subClusterId: 각 아이템을 개별 서브프레임으로 보존
+      const subFrames: SubFrame[] = items.map(item => ({
+        subClusterId: item.subClusterId ?? 0,
+        centerLon: item.centerLon,
+        centerLat: item.centerLat,
+        members: item.members,
+        memberCount: item.memberCount,
+      }));
+      const seen = new Set<string>();
+      const allMembers: GroupPolygonDto['members'] = [];
+      for (const sf of subFrames) {
+        for (const m of sf.members) {
+          if (!seen.has(m.mmsi)) { seen.add(m.mmsi); allMembers.push(m); }
+        }
       }
+      const biggest = items.reduce((a, b) => (a.memberCount >= b.memberCount ? a : b));
+      frames.push({
+        ...biggest,
+        subClusterId: 0,
+        members: allMembers,
+        memberCount: allMembers.length,
+        centerLat: biggest.centerLat,
+        centerLon: biggest.centerLon,
+        subFrames,
+      } as GroupPolygonDto & { subFrames: SubFrame[] });
     }
-    const biggest = items.reduce((a, b) => (a.memberCount >= b.memberCount ? a : b));
-    frames.push({
-      ...biggest,
-      subClusterId: 0,
-      members: allMembers,
-      memberCount: allMembers.length,
-      // 가장 큰 서브클러스터의 center 사용 (가중 평균 아닌 대표 center)
-      centerLat: biggest.centerLat,
-      centerLon: biggest.centerLon,
-    });
   }
 
-  return { frames: fillGapFrames(frames), subClusterCenters };
+  return { frames: fillGapFrames(frames as HistoryFrame[]), subClusterCenters };
 }
 
 // ── 분리된 모듈 ──
-import type { PickerCandidate, HoverTooltipState, GearPickerPopupState } from './fleetClusterTypes';
+import type { PickerCandidate, HoverTooltipState, GearPickerPopupState, SubFrame, HistoryFrame } from './fleetClusterTypes';
 import { EMPTY_ANALYSIS } from './fleetClusterTypes';
 import { fillGapFrames } from './fleetClusterUtils';
 import { useFleetClusterGeoJson } from './useFleetClusterGeoJson';
@@ -150,8 +179,15 @@ export function FleetClusterLayer({ ships, analysisMap: analysisMapProp, onShipS
       fetchCorrelationTracks(groupKey, 24, 0.3).catch(() => ({ vessels: [] as CorrelationVesselTrack[] })),
     ]);
 
-    // 2. 서브클러스터별 분리 → 멤버 합산 프레임 + 서브클러스터별 독립 center
+    // 2. resolution별 분리 → 1h(primary) + 6h(secondary)
-    const { frames: filled, subClusterCenters } = splitAndMergeHistory(history);
+    const history1h = history.filter(h => h.resolution === '1h');
+    const history6h = history.filter(h => h.resolution === '6h');
+    // fallback: resolution 필드 없는 기존 데이터는 6h로 취급
+    const effective1h = history1h.length > 0 ? history1h : history;
+    const effective6h = history6h;
+
+    const { frames: filled, subClusterCenters } = splitAndMergeHistory(effective1h);
+    const { frames: filled6h, subClusterCenters: subClusterCenters6h } = splitAndMergeHistory(effective6h);
     const corrData = corrRes.items;
     const corrTracks = trackRes.vessels;
 
@@ -159,10 +195,13 @@ export function FleetClusterLayer({ ships, analysisMap: analysisMapProp, onShipS
     const withTrack = corrTracks.filter(v => v.track && v.track.length > 0).length;
     console.log('[loadHistory] fetch 완료:', {
       history: history.length,
+      '1h': history1h.length,
+      '6h': history6h.length,
+      'filled1h': filled.length,
+      'filled6h': filled6h.length,
       corrData: corrData.length,
       corrTracks: corrTracks.length,
       withTrack,
-      sampleTrack: corrTracks[0] ? { mmsi: corrTracks[0].mmsi, trackPts: corrTracks[0].track?.length, score: corrTracks[0].score } : 'none',
     });
 
     const vessels = new Set(corrTracks.filter(v => v.score >= 0.7).map(v => v.mmsi));
@@ -173,9 +212,9 @@ export function FleetClusterLayer({ ships, analysisMap: analysisMapProp, onShipS
     setEnabledVessels(vessels);
     setCorrelationLoading(false);
 
-    // 4. 스토어 초기화 (모든 데이터 포함) → 재생 시작
+    // 4. 스토어 초기화 (1h + 6h 모든 데이터 포함) → 재생 시작
     const store = useGearReplayStore.getState();
-    store.loadHistory(filled, corrTracks, corrData, enabledModels, vessels);
+    store.loadHistory(filled, corrTracks, corrData, enabledModels, vessels, filled6h);
     // 서브클러스터별 독립 center 궤적 + 전체 구간 고유 멤버 저장
     const seen = new Set<string>();
     const allHistoryMembers: { mmsi: string; name: string; isParent: boolean }[] = [];
@@ -187,7 +226,7 @@ export function FleetClusterLayer({ ships, analysisMap: analysisMapProp, onShipS
         }
       }
     }
-    useGearReplayStore.setState({ subClusterCenters, allHistoryMembers });
+    useGearReplayStore.setState({ subClusterCenters, subClusterCenters6h, allHistoryMembers });
     store.play();
   };
 
@@ -521,8 +560,9 @@ export function FleetClusterLayer({ ships, analysisMap: analysisMapProp, onShipS
           onClose={closeHistory}
           onFilterByScore={(minPct) => {
             // 전역: 모든 모델의 모든 대상에 적용 (모델 on/off 무관)
+            // null(전체) = 30% 이상 전부 ON (API minScore=0.3 기준)
             if (minPct === null) {
-              setEnabledVessels(new Set(correlationTracks.map(v => v.mmsi)));
+              setEnabledVessels(new Set(correlationTracks.filter(v => v.score >= 0.3).map(v => v.mmsi)));
             } else {
               const threshold = minPct / 100;
               const filtered = new Set<string>();

frontend/src/components/korea/HistoryReplayController.tsx

@@ -1,32 +1,114 @@
-import { useRef, useEffect } from 'react';
+import { useRef, useEffect, useState, useCallback, useMemo } from 'react';
 import { FONT_MONO } from '../../styles/fonts';
 import { useGearReplayStore } from '../../stores/gearReplayStore';
+import { MODEL_COLORS } from './fleetClusterConstants';
+import type { HistoryFrame } from './fleetClusterTypes';
+import type { GearCorrelationItem } from '../../services/vesselAnalysis';
 
 interface HistoryReplayControllerProps {
   onClose: () => void;
   onFilterByScore: (minPct: number | null) => void;
 }
 
+const MIN_AB_GAP_MS = 2 * 3600_000;
+
+// 멤버 정보 + 소속 모델 매핑
+interface TooltipMember {
+  mmsi: string;
+  name: string;
+  isGear: boolean;
+  isParent: boolean;
+  sources: { label: string; color: string }[]; // 소속 (1h, 6h, 모델명)
+}
+
+function buildTooltipMembers(
+  frame1h: HistoryFrame | null,
+  frame6h: HistoryFrame | null,
+  correlationByModel: Map<string, GearCorrelationItem[]>,
+  enabledModels: Set<string>,
+  enabledVessels: Set<string>,
+): TooltipMember[] {
+  const map = new Map<string, TooltipMember>();
+
+  const addSource = (mmsi: string, name: string, isGear: boolean, isParent: boolean, label: string, color: string) => {
+    const existing = map.get(mmsi);
+    if (existing) {
+      existing.sources.push({ label, color });
+    } else {
+      map.set(mmsi, { mmsi, name, isGear, isParent, sources: [{ label, color }] });
+    }
+  };
+
+  // 1h 멤버
+  if (frame1h) {
+    for (const m of frame1h.members) {
+      const isGear = m.role === 'GEAR';
+      addSource(m.mmsi, m.name || m.mmsi, isGear, m.isParent, '1h', '#fbbf24');
+    }
+  }
+
+  // 6h 멤버
+  if (frame6h) {
+    for (const m of frame6h.members) {
+      const isGear = m.role === 'GEAR';
+      addSource(m.mmsi, m.name || m.mmsi, isGear, m.isParent, '6h', '#93c5fd');
+    }
+  }
+
+  // 활성 모델의 일치율 대상
+  for (const [modelName, items] of correlationByModel) {
+    if (modelName === 'identity') continue;
+    if (!enabledModels.has(modelName)) continue;
+    const color = MODEL_COLORS[modelName] ?? '#94a3b8';
+    for (const c of items) {
+      if (!enabledVessels.has(c.targetMmsi)) continue;
+      const isGear = c.targetType === 'GEAR_BUOY';
+      addSource(c.targetMmsi, c.targetName || c.targetMmsi, isGear, false, modelName, color);
+    }
+  }
+
+  return [...map.values()];
+}
+
 const HistoryReplayController = ({ onClose, onFilterByScore }: HistoryReplayControllerProps) => {
   const isPlaying = useGearReplayStore(s => s.isPlaying);
   const snapshotRanges = useGearReplayStore(s => s.snapshotRanges);
-  const frameCount = useGearReplayStore(s => s.historyFrames.length);
+  const snapshotRanges6h = useGearReplayStore(s => s.snapshotRanges6h);
+  const historyFrames = useGearReplayStore(s => s.historyFrames);
+  const historyFrames6h = useGearReplayStore(s => s.historyFrames6h);
+  const frameCount = historyFrames.length;
+  const frameCount6h = historyFrames6h.length;
   const showTrails = useGearReplayStore(s => s.showTrails);
   const showLabels = useGearReplayStore(s => s.showLabels);
   const focusMode = useGearReplayStore(s => s.focusMode);
+  const show1hPolygon = useGearReplayStore(s => s.show1hPolygon);
+  const show6hPolygon = useGearReplayStore(s => s.show6hPolygon);
+  const abLoop = useGearReplayStore(s => s.abLoop);
+  const abA = useGearReplayStore(s => s.abA);
+  const abB = useGearReplayStore(s => s.abB);
+  const correlationByModel = useGearReplayStore(s => s.correlationByModel);
+  const enabledModels = useGearReplayStore(s => s.enabledModels);
+  const enabledVessels = useGearReplayStore(s => s.enabledVessels);
+  const hoveredMmsi = useGearReplayStore(s => s.hoveredMmsi);
+  const has6hData = frameCount6h > 0;
 
-  const progressBarRef = useRef<HTMLInputElement>(null);
+  const [hoveredTooltip, setHoveredTooltip] = useState<{ pos: number; time: number; frame1h: HistoryFrame | null; frame6h: HistoryFrame | null } | null>(null);
+  const [pinnedTooltip, setPinnedTooltip] = useState<{ pos: number; time: number; frame1h: HistoryFrame | null; frame6h: HistoryFrame | null } | null>(null);
+  const [dragging, setDragging] = useState<'A' | 'B' | null>(null);
+  const trackRef = useRef<HTMLDivElement>(null);
   const progressIndicatorRef = useRef<HTMLDivElement>(null);
   const timeDisplayRef = useRef<HTMLSpanElement>(null);
 
+  const store = useGearReplayStore;
+
+  // currentTime → 진행 인디케이터
   useEffect(() => {
-    const unsub = useGearReplayStore.subscribe(
+    const unsub = store.subscribe(
       s => s.currentTime,
       (currentTime) => {
-        const { startTime, endTime } = useGearReplayStore.getState();
+        const { startTime, endTime } = store.getState();
         if (endTime <= startTime) return;
         const progress = (currentTime - startTime) / (endTime - startTime);
-        if (progressBarRef.current) progressBarRef.current.value = String(Math.round(progress * 1000));
         if (progressIndicatorRef.current) progressIndicatorRef.current.style.left = `${progress * 100}%`;
         if (timeDisplayRef.current) {
           timeDisplayRef.current.textContent = new Date(currentTime).toLocaleTimeString('ko-KR', { hour: '2-digit', minute: '2-digit' });
@@ -34,9 +116,141 @@ const HistoryReplayController = ({ onClose, onFilterByScore }: HistoryReplayCont
       },
     );
     return unsub;
+  }, [store]);
+
+  // 재생 시작 시 고정 툴팁 해제
+  useEffect(() => {
+    if (isPlaying) setPinnedTooltip(null);
+  }, [isPlaying]);
+
+  const posToProgress = useCallback((clientX: number) => {
+    const rect = trackRef.current?.getBoundingClientRect();
+    if (!rect) return 0;
+    return Math.max(0, Math.min(1, (clientX - rect.left) / rect.width));
   }, []);
 
-  const store = useGearReplayStore;
+  const progressToTime = useCallback((p: number) => {
+    const { startTime, endTime } = store.getState();
+    return startTime + p * (endTime - startTime);
+  }, [store]);
+
+  // 특정 시간에 가장 가까운 1h/6h 프레임 찾기
+  const findClosestFrames = useCallback((t: number) => {
+    const { startTime, endTime } = store.getState();
+    const threshold = (endTime - startTime) * 0.01;
+    let f1h: HistoryFrame | null = null;
+    let f6h: HistoryFrame | null = null;
+    let minD1h = Infinity;
+    let minD6h = Infinity;
+
+    for (const f of historyFrames) {
+      const d = Math.abs(new Date(f.snapshotTime).getTime() - t);
+      if (d < minD1h && d < threshold) { minD1h = d; f1h = f; }
+    }
+    for (const f of historyFrames6h) {
+      const d = Math.abs(new Date(f.snapshotTime).getTime() - t);
+      if (d < minD6h && d < threshold) { minD6h = d; f6h = f; }
+    }
+    return { f1h, f6h };
+  }, [store, historyFrames, historyFrames6h]);
+
+  // 트랙 클릭 → seek + 일시정지 + 툴팁 고정/갱신
+  const handleTrackClick = useCallback((e: React.MouseEvent<HTMLDivElement>) => {
+    if (dragging) return;
+    const progress = posToProgress(e.clientX);
+    const t = progressToTime(progress);
+    store.getState().pause();
+    store.getState().seek(t);
+
+    // 가까운 프레임이 있으면 툴팁 고정
+    const { f1h, f6h } = findClosestFrames(t);
+    if (f1h || f6h) {
+      setPinnedTooltip({ pos: progress, time: t, frame1h: f1h, frame6h: f6h });
+      const mmsis = new Set<string>();
+      if (f1h) f1h.members.forEach(m => mmsis.add(m.mmsi));
+      if (f6h) f6h.members.forEach(m => mmsis.add(m.mmsi));
+      for (const [mn, items] of correlationByModel) {
+        if (mn === 'identity' || !enabledModels.has(mn)) continue;
+        for (const c of items) {
+          if (enabledVessels.has(c.targetMmsi)) mmsis.add(c.targetMmsi);
+        }
+      }
+      store.getState().setPinnedMmsis(mmsis);
+    } else {
+      setPinnedTooltip(null);
+      store.getState().setPinnedMmsis(new Set());
+    }
+  }, [store, posToProgress, progressToTime, findClosestFrames, dragging, correlationByModel, enabledModels, enabledVessels]);
+
+  // 호버 → 1h+6h 프레임 동시 검색
+  const handleTrackHover = useCallback((e: React.MouseEvent<HTMLDivElement>) => {
+    if (dragging || pinnedTooltip) return;
+    const progress = posToProgress(e.clientX);
+    const t = progressToTime(progress);
+    const { f1h, f6h } = findClosestFrames(t);
+    if (f1h || f6h) {
+      setHoveredTooltip({ pos: progress, time: t, frame1h: f1h, frame6h: f6h });
+    } else {
+      setHoveredTooltip(null);
+    }
+  }, [posToProgress, progressToTime, findClosestFrames, dragging, pinnedTooltip]);
+
+  // A-B 드래그
+  const handleAbDown = useCallback((marker: 'A' | 'B') => (e: React.MouseEvent) => {
+    if (isPlaying) return;
+    e.stopPropagation();
+    setDragging(marker);
+  }, [isPlaying]);
+
+  useEffect(() => {
+    if (!dragging) return;
+    const handleMove = (e: MouseEvent) => {
+      const t = progressToTime(posToProgress(e.clientX));
+      const { startTime, endTime } = store.getState();
+      const s = store.getState();
+      if (dragging === 'A') {
+        store.getState().setAbA(Math.max(startTime, Math.min(s.abB - MIN_AB_GAP_MS, t)));
+      } else {
+        store.getState().setAbB(Math.min(endTime, Math.max(s.abA + MIN_AB_GAP_MS, t)));
+      }
+    };
+    const handleUp = () => setDragging(null);
+    window.addEventListener('mousemove', handleMove);
+    window.addEventListener('mouseup', handleUp);
+    return () => { window.removeEventListener('mousemove', handleMove); window.removeEventListener('mouseup', handleUp); };
+  }, [dragging, store, posToProgress, progressToTime]);
+
+  const abAPos = useMemo(() => {
+    if (!abLoop || abA <= 0) return -1;
+    const { startTime, endTime } = store.getState();
+    return endTime > startTime ? (abA - startTime) / (endTime - startTime) : -1;
+  }, [abLoop, abA, store]);
+
+  const abBPos = useMemo(() => {
+    if (!abLoop || abB <= 0) return -1;
+    const { startTime, endTime } = store.getState();
+    return endTime > startTime ? (abB - startTime) / (endTime - startTime) : -1;
+  }, [abLoop, abB, store]);
+
+  // 고정 툴팁 멤버 빌드
+  const pinnedMembers = useMemo(() => {
+    if (!pinnedTooltip) return [];
+    return buildTooltipMembers(pinnedTooltip.frame1h, pinnedTooltip.frame6h, correlationByModel, enabledModels, enabledVessels);
+  }, [pinnedTooltip, correlationByModel, enabledModels, enabledVessels]);
+
+  // 호버 리치 멤버 목록 (고정 툴팁과 동일 형식)
+  const hoveredMembers = useMemo(() => {
+    if (!hoveredTooltip) return [];
+    return buildTooltipMembers(hoveredTooltip.frame1h, hoveredTooltip.frame6h, correlationByModel, enabledModels, enabledVessels);
+  }, [hoveredTooltip, correlationByModel, enabledModels, enabledVessels]);
+
+  // 닫기 핸들러 (고정 해제 포함)
+  const handleClose = useCallback(() => {
+    setPinnedTooltip(null);
+    store.getState().setPinnedMmsis(new Set());
+    onClose();
+  }, [store, onClose]);
+
   const btnStyle: React.CSSProperties = {
     background: 'none', border: '1px solid rgba(99,179,237,0.3)', borderRadius: 4,
     color: '#e2e8f0', cursor: 'pointer', padding: '2px 6px', fontSize: 10, fontFamily: FONT_MONO,
@@ -53,82 +267,232 @@ const HistoryReplayController = ({ onClose, onFilterByScore }: HistoryReplayCont
       minWidth: 380, maxWidth: 1320,
       background: 'rgba(12,24,37,0.95)', border: '1px solid rgba(99,179,237,0.25)',
       borderRadius: 8, padding: '8px 14px', display: 'flex', flexDirection: 'column', gap: 4,
-      zIndex: 20, fontFamily: FONT_MONO, fontSize: 10, color: '#e2e8f0',
+      zIndex: 50, fontFamily: FONT_MONO, fontSize: 10, color: '#e2e8f0',
       boxShadow: '0 4px 16px rgba(0,0,0,0.5)', pointerEvents: 'auto',
     }}>
-      {/* 프로그레스 바 */}
+      {/* 프로그레스 트랙 */}
-      <div style={{ position: 'relative', height: 8, background: 'rgba(255,255,255,0.05)', borderRadius: 4, overflow: 'hidden' }}>
+      <div
-        {snapshotRanges.map((pos, i) => (
+        ref={trackRef}
-          <div key={i} style={{
+        style={{ position: 'relative', height: 18, cursor: 'pointer' }}
-            position: 'absolute', left: `${pos * 100}%`, top: 0, width: 2, height: '100%',
+        onClick={handleTrackClick}
-            background: 'rgba(251,191,36,0.4)',
+        onMouseMove={handleTrackHover}
+        onMouseLeave={() => { if (!pinnedTooltip) setHoveredTooltip(null); }}
+      >
+        <div style={{ position: 'absolute', left: 0, right: 0, top: 5, height: 8, background: 'rgba(255,255,255,0.05)', borderRadius: 4 }} />
+
+        {/* A-B 구간 */}
+        {abLoop && abAPos >= 0 && abBPos >= 0 && (
+          <div style={{
+            position: 'absolute', left: `${abAPos * 100}%`, top: 5,
+            width: `${(abBPos - abAPos) * 100}%`, height: 8,
+            background: 'rgba(34,197,94,0.12)', borderRadius: 4, pointerEvents: 'none',
           }} />
+        )}
+
+        {snapshotRanges6h.map((pos, i) => (
+          <div key={`6h-${i}`} style={{ position: 'absolute', left: `${pos * 100}%`, top: 9, width: 2, height: 4, background: 'rgba(147,197,253,0.4)' }} />
         ))}
+        {snapshotRanges.map((pos, i) => (
+          <div key={`1h-${i}`} style={{ position: 'absolute', left: `${pos * 100}%`, top: 5, width: 2, height: 4, background: 'rgba(251,191,36,0.5)' }} />
+        ))}
+
+        {/* A-B 마커 */}
+        {abLoop && abAPos >= 0 && (
+          <div onMouseDown={handleAbDown('A')} style={{
+            position: 'absolute', left: `${abAPos * 100}%`, top: 0, width: 8, height: 18,
+            transform: 'translateX(-50%)', cursor: isPlaying ? 'default' : 'ew-resize', zIndex: 5,
+            display: 'flex', alignItems: 'center', justifyContent: 'center',
+          }}>
+            <div style={{ width: 2, height: 16, background: 'rgba(34,197,94,0.8)', borderRadius: 1 }} />
+            <span style={{ position: 'absolute', top: -14, fontSize: 10, color: '#22c55e', fontWeight: 700, pointerEvents: 'none', background: 'rgba(0,0,0,0.7)', borderRadius: 2, padding: '0 3px', lineHeight: '14px' }}>A</span>
+          </div>
+        )}
+        {abLoop && abBPos >= 0 && (
+          <div onMouseDown={handleAbDown('B')} style={{
+            position: 'absolute', left: `${abBPos * 100}%`, top: 0, width: 8, height: 18,
+            transform: 'translateX(-50%)', cursor: isPlaying ? 'default' : 'ew-resize', zIndex: 5,
+            display: 'flex', alignItems: 'center', justifyContent: 'center',
+          }}>
+            <div style={{ width: 2, height: 16, background: 'rgba(34,197,94,0.8)', borderRadius: 1 }} />
+            <span style={{ position: 'absolute', top: -14, fontSize: 10, color: '#22c55e', fontWeight: 700, pointerEvents: 'none', background: 'rgba(0,0,0,0.7)', borderRadius: 2, padding: '0 3px', lineHeight: '14px' }}>B</span>
+          </div>
+        )}
+
+        {/* 호버 하이라이트 */}
+        {hoveredTooltip && !pinnedTooltip && (
+          <div style={{
+            position: 'absolute', left: `${hoveredTooltip.pos * 100}%`, top: 3, width: 4, height: 12,
+            background: 'rgba(255,255,255,0.6)',
+            borderRadius: 1, transform: 'translateX(-50%)', pointerEvents: 'none',
+          }} />
+        )}
+
+        {/* 고정 마커 */}
+        {pinnedTooltip && (
+          <div style={{
+            position: 'absolute', left: `${pinnedTooltip.pos * 100}%`, top: 1, width: 5, height: 16,
+            background: 'rgba(255,255,255,0.9)', borderRadius: 1, transform: 'translateX(-50%)', pointerEvents: 'none',
+          }} />
+        )}
+
+        {/* 진행 인디케이터 */}
         <div ref={progressIndicatorRef} style={{
-          position: 'absolute', left: '0%', top: -1, width: 3, height: 10,
+          position: 'absolute', left: '0%', top: 3, width: 3, height: 12,
-          background: '#fbbf24', borderRadius: 1, transform: 'translateX(-50%)',
+          background: '#fbbf24', borderRadius: 1, transform: 'translateX(-50%)', pointerEvents: 'none',
         }} />
+
+        {/* 호버 리치 툴팁 (고정 아닌 상태) */}
+        {hoveredTooltip && !pinnedTooltip && hoveredMembers.length > 0 && (
+          <div style={{
+            position: 'absolute',
+            left: `${Math.min(hoveredTooltip.pos * 100, 85)}%`,
+            top: -8, transform: 'translateY(-100%)',
+            background: 'rgba(10,20,32,0.95)', border: '1px solid rgba(99,179,237,0.3)',
+            borderRadius: 6, padding: '5px 7px', maxWidth: 300, maxHeight: 160, overflowY: 'auto',
+            fontSize: 9, zIndex: 30, pointerEvents: 'none',
+          }}>
+            <div style={{ color: '#fbbf24', fontWeight: 600, marginBottom: 3 }}>
+              {new Date(hoveredTooltip.time).toLocaleTimeString('ko-KR', { hour: '2-digit', minute: '2-digit', second: '2-digit' })}
+            </div>
+            {hoveredMembers.map(m => (
+              <div key={m.mmsi} style={{ display: 'flex', alignItems: 'center', gap: 4, padding: '1px 0' }}>
+                <span style={{ color: m.isGear ? '#94a3b8' : '#fbbf24', fontSize: 8, width: 16, flexShrink: 0 }}>
+                  {m.isGear ? '◇' : '△'}{m.isParent ? '★' : ''}
+                </span>
+                <span style={{ color: '#e2e8f0', flex: 1, overflow: 'hidden', textOverflow: 'ellipsis', whiteSpace: 'nowrap' }}>
+                  {m.name}
+                </span>
+                <div style={{ display: 'flex', gap: 2, flexShrink: 0 }}>
+                  {m.sources.map((s, si) => (
+                    <span key={si} style={{
+                      display: 'inline-block', width: s.label === '1h' || s.label === '6h' ? 'auto' : 6,
+                      height: 6, borderRadius: s.label === '1h' || s.label === '6h' ? 2 : '50%',
+                      background: s.color, fontSize: 7, color: '#000', fontWeight: 700,
+                      padding: s.label === '1h' || s.label === '6h' ? '0 2px' : 0,
+                      lineHeight: '6px', textAlign: 'center',
+                    }}>
+                      {(s.label === '1h' || s.label === '6h') ? s.label : ''}
+                    </span>
+                  ))}
+                </div>
+              </div>
+            ))}
+          </div>
+        )}
+
+        {/* 고정 리치 툴팁 */}
+        {pinnedTooltip && pinnedMembers.length > 0 && (
+          <div
+            onClick={e => e.stopPropagation()}
+            style={{
+              position: 'absolute',
+              left: `${Math.min(pinnedTooltip.pos * 100, 85)}%`,
+              top: -8,
+              transform: 'translateY(-100%)',
+              background: 'rgba(10,20,32,0.97)', border: '1px solid rgba(99,179,237,0.4)',
+              borderRadius: 6, padding: '6px 8px', maxWidth: 320, maxHeight: 200, overflowY: 'auto',
+              fontSize: 9, zIndex: 40, pointerEvents: 'auto',
+            }}>
+            {/* 헤더 */}
+            <div style={{ display: 'flex', justifyContent: 'space-between', marginBottom: 4 }}>
+              <span style={{ color: '#fbbf24', fontWeight: 600 }}>
+                {new Date(pinnedTooltip.time).toLocaleTimeString('ko-KR', { hour: '2-digit', minute: '2-digit', second: '2-digit' })}
+              </span>
+              <button type="button" onClick={(e) => { e.stopPropagation(); setPinnedTooltip(null); store.getState().setPinnedMmsis(new Set()); }}
+                style={{ background: 'none', border: 'none', color: '#64748b', cursor: 'pointer', fontSize: 10, padding: 0 }}>
+                ✕
+              </button>
+            </div>
+
+            {/* 멤버 목록 (호버 → 지도 강조) */}
+            {pinnedMembers.map(m => (
+              <div
+                key={m.mmsi}
+                onMouseEnter={() => store.getState().setHoveredMmsi(m.mmsi)}
+                onMouseLeave={() => store.getState().setHoveredMmsi(null)}
+                style={{
+                  display: 'flex', alignItems: 'center', gap: 4, padding: '2px 3px',
+                  borderBottom: '1px solid rgba(255,255,255,0.04)', cursor: 'pointer',
+                  borderRadius: 2,
+                  background: hoveredMmsi === m.mmsi ? 'rgba(255,255,255,0.08)' : 'transparent',
+                }}
+              >
+                <span style={{ color: m.isGear ? '#94a3b8' : '#fbbf24', fontSize: 8, width: 16, flexShrink: 0 }}>
+                  {m.isGear ? '◇' : '△'}{m.isParent ? '★' : ''}
+                </span>
+                <span style={{
+                  color: hoveredMmsi === m.mmsi ? '#ffffff' : '#e2e8f0',
+                  fontWeight: hoveredMmsi === m.mmsi ? 600 : 400,
+                  flex: 1, overflow: 'hidden', textOverflow: 'ellipsis', whiteSpace: 'nowrap',
+                }}>
+                  {m.name}
+                </span>
+                <div style={{ display: 'flex', gap: 2, flexShrink: 0 }}>
+                  {m.sources.map((s, si) => (
+                    <span key={si} style={{
+                      display: 'inline-block', width: s.label === '1h' || s.label === '6h' ? 'auto' : 6,
+                      height: 6, borderRadius: s.label === '1h' || s.label === '6h' ? 2 : '50%',
+                      background: s.color, fontSize: 7, color: '#000', fontWeight: 700,
+                      padding: s.label === '1h' || s.label === '6h' ? '0 2px' : 0,
+                      lineHeight: '6px', textAlign: 'center',
+                    }}>
+                      {(s.label === '1h' || s.label === '6h') ? s.label : ''}
+                    </span>
+                  ))}
+                </div>
+              </div>
+            ))}
+          </div>
+        )}
       </div>
 
-      {/* 컨트롤 행 1: 재생 + 타임라인 */}
+      {/* 컨트롤 행 */}
-      <div style={{ display: 'flex', alignItems: 'center', gap: 6 }}>
+      <div style={{ display: 'flex', alignItems: 'center', gap: 5, flexWrap: 'wrap' }}>
         <button type="button" onClick={() => { if (isPlaying) store.getState().pause(); else store.getState().play(); }}
-          style={{ ...btnStyle, fontSize: 12 }}>
+          style={{ ...btnStyle, fontSize: 12 }}>{isPlaying ? '⏸' : '▶'}</button>
-          {isPlaying ? '⏸' : '▶'}
+        <span ref={timeDisplayRef} style={{ color: '#fbbf24', minWidth: 36, textAlign: 'center' }}>--:--</span>
-        </button>
+        <span style={{ color: '#475569' }}>|</span>
-        <span ref={timeDisplayRef} style={{ color: '#fbbf24', minWidth: 40, textAlign: 'center' }}>--:--</span>
-        <input ref={progressBarRef} type="range" min={0} max={1000} defaultValue={0}
-          onChange={e => {
-            const { startTime, endTime } = store.getState();
-            const progress = Number(e.target.value) / 1000;
-            store.getState().pause();
-            store.getState().seek(startTime + progress * (endTime - startTime));
-          }}
-          style={{ flex: 1, cursor: 'pointer', accentColor: '#fbbf24' }}
-          title="히스토리 타임라인" aria-label="히스토리 타임라인" />
-        <span style={{ color: '#64748b', fontSize: 9 }}>{frameCount}건</span>
-        <button type="button" onClick={onClose}
-          style={{ background: 'none', border: '1px solid rgba(239,68,68,0.3)', borderRadius: 4, color: '#ef4444', cursor: 'pointer', padding: '2px 6px', fontSize: 11, fontFamily: FONT_MONO }}>
-          ✕
-        </button>
-      </div>
-
-      {/* 컨트롤 행 2: 표시 옵션 */}
-      <div style={{ display: 'flex', alignItems: 'center', gap: 6, borderTop: '1px solid rgba(255,255,255,0.06)', paddingTop: 4 }}>
         <button type="button" onClick={() => store.getState().setShowTrails(!showTrails)}
-          style={showTrails ? btnActiveStyle : btnStyle} title="전체 항적 표시">
+          style={showTrails ? btnActiveStyle : btnStyle} title="항적">항적</button>
-          항적
-        </button>
         <button type="button" onClick={() => store.getState().setShowLabels(!showLabels)}
-          style={showLabels ? btnActiveStyle : btnStyle} title="이름 표시">
+          style={showLabels ? btnActiveStyle : btnStyle} title="이름">이름</button>
-          이름
-        </button>
         <button type="button" onClick={() => store.getState().setFocusMode(!focusMode)}
-          style={focusMode ? { ...btnStyle, background: 'rgba(239,68,68,0.15)', color: '#f87171', borderColor: 'rgba(239,68,68,0.4)' } : btnStyle}
+          style={focusMode ? { ...btnStyle, background: 'rgba(239,68,68,0.15)', color: '#f87171' } : btnStyle}
-          title="집중 모드 — 주변 라이브 정보 숨김">
+          title="집중 모드">집중</button>
-          집중
+        <span style={{ color: '#475569' }}>|</span>
-        </button>
+        <button type="button" onClick={() => store.getState().setShow1hPolygon(!show1hPolygon)}
-        <span style={{ color: '#475569', margin: '0 2px' }}>|</span>
+          style={show1hPolygon ? { ...btnActiveStyle, background: 'rgba(251,191,36,0.15)', color: '#fbbf24', border: '1px solid rgba(251,191,36,0.4)' } : btnStyle}
+          title="1h 폴리곤">1h</button>
+        <button type="button" onClick={() => store.getState().setShow6hPolygon(!show6hPolygon)}
+          style={!has6hData ? { ...btnStyle, opacity: 0.3, cursor: 'not-allowed' }
+            : show6hPolygon ? { ...btnActiveStyle, background: 'rgba(147,197,253,0.15)', color: '#93c5fd', border: '1px solid rgba(147,197,253,0.4)' } : btnStyle}
+          disabled={!has6hData} title="6h 폴리곤">6h</button>
+        <span style={{ color: '#475569' }}>|</span>
+        <button type="button" onClick={() => store.getState().setAbLoop(!abLoop)}
+          style={abLoop ? { ...btnStyle, background: 'rgba(34,197,94,0.15)', color: '#22c55e', border: '1px solid rgba(34,197,94,0.4)' } : btnStyle}
+          title="A-B 구간 반복">A-B</button>
+        <span style={{ color: '#475569' }}>|</span>
         <span style={{ color: '#64748b', fontSize: 9 }}>일치율</span>
-        <select
+        <select defaultValue="70"
-          onChange={e => {
+          onChange={e => { onFilterByScore(e.target.value === '' ? null : Number(e.target.value)); }}
-            const val = e.target.value;
+          style={{ background: 'rgba(15,23,42,0.9)', border: '1px solid rgba(99,179,237,0.3)', borderRadius: 4, color: '#e2e8f0', fontSize: 9, fontFamily: FONT_MONO, padding: '1px 4px', cursor: 'pointer' }}
-            onFilterByScore(val === '' ? null : Number(val));
+          title="일치율 필터" aria-label="일치율 필터">
-          }}
+          <option value="">전체 (30%+)</option>
-          style={{
-            background: 'rgba(15,23,42,0.9)', border: '1px solid rgba(99,179,237,0.3)',
-            borderRadius: 4, color: '#e2e8f0', fontSize: 9, fontFamily: FONT_MONO,
-            padding: '1px 4px', cursor: 'pointer',
-          }}
-          title="일치율 이상만 표시" aria-label="일치율 필터"
-        >
-          <option value="">전체</option>
           <option value="50">50%+</option>
           <option value="60">60%+</option>
           <option value="70">70%+</option>
           <option value="80">80%+</option>
           <option value="90">90%+</option>
         </select>
+        <span style={{ flex: 1 }} />
+        <span style={{ color: '#64748b', fontSize: 9 }}>
+          <span style={{ color: '#fbbf24' }}>{frameCount}</span>
+          {has6hData && <> / <span style={{ color: '#93c5fd' }}>{frameCount6h}</span></>} 건
+        </span>
+        <button type="button" onClick={handleClose}
+          style={{ background: 'none', border: '1px solid rgba(239,68,68,0.3)', borderRadius: 4, color: '#ef4444', cursor: 'pointer', padding: '2px 6px', fontSize: 11, fontFamily: FONT_MONO }}>
+          ✕
+        </button>
       </div>
     </div>
   );

frontend/src/components/korea/KoreaMap.tsx

@@ -17,7 +17,6 @@ import { useGearReplayStore } from '../../stores/gearReplayStore';
 import { useShipDeckLayers } from '../../hooks/useShipDeckLayers';
 import { useShipDeckStore } from '../../stores/shipDeckStore';
 import { ShipPopupOverlay, ShipHoverTooltip } from '../layers/ShipPopupOverlay';
-import maplibregl from 'maplibre-gl';
 import { InfraLayer } from './InfraLayer';
 import { SatelliteLayer } from '../layers/SatelliteLayer';
 import { AircraftLayer } from '../layers/AircraftLayer';
@@ -276,29 +275,8 @@ export function KoreaMap({ ships, allShips, aircraft, satellites, layers, osintF
     fetchKoreaInfra().then(setInfra).catch(() => {});
   }, []);
 
-  // MapLibre에 ship-triangle/gear-diamond SDF 이미지 등록 (FleetClusterMapLayers에서 사용)
+  // MapLibre 맵 로드 완료 콜백 (ship-triangle/gear-diamond → deck.gl 전환 완료로 삭제)
-  const handleMapLoad = useCallback(() => {
+  const handleMapLoad = useCallback(() => {}, []);
-    const m = mapRef.current?.getMap() as maplibregl.Map | undefined;
-    if (!m) return;
-    if (!m.hasImage('ship-triangle')) {
-      const s = 64;
-      const c = document.createElement('canvas'); c.width = s; c.height = s;
-      const ctx = c.getContext('2d')!;
-      ctx.beginPath(); ctx.moveTo(s/2,2); ctx.lineTo(s*0.12,s-2); ctx.lineTo(s/2,s*0.62); ctx.lineTo(s*0.88,s-2); ctx.closePath();
-      ctx.fillStyle = '#fff'; ctx.fill();
-      const d = ctx.getImageData(0,0,s,s);
-      m.addImage('ship-triangle', { width: s, height: s, data: new Uint8Array(d.data.buffer) }, { sdf: true });
-    }
-    if (!m.hasImage('gear-diamond')) {
-      const s = 64;
-      const c = document.createElement('canvas'); c.width = s; c.height = s;
-      const ctx = c.getContext('2d')!;
-      ctx.beginPath(); ctx.moveTo(s/2,4); ctx.lineTo(s-4,s/2); ctx.lineTo(s/2,s-4); ctx.lineTo(4,s/2); ctx.closePath();
-      ctx.fillStyle = '#fff'; ctx.fill();
-      const d = ctx.getImageData(0,0,s,s);
-      m.addImage('gear-diamond', { width: s, height: s, data: new Uint8Array(d.data.buffer) }, { sdf: true });
-    }
-  }, []);
 
   // ── shipDeckStore 동기화 ──
   useEffect(() => {

frontend/src/components/korea/fleetClusterTypes.ts

@@ -1,8 +1,21 @@
 import type { Ship, VesselAnalysisDto } from '../../types';
-import type { MemberInfo } from '../../services/vesselAnalysis';
+import type { MemberInfo, GroupPolygonDto } from '../../services/vesselAnalysis';
+
+// ── 서브클러스터 프레임 ──
+export interface SubFrame {
+  subClusterId: number;       // 0=통합, 1,2,...=분리
+  centerLon: number;
+  centerLat: number;
+  members: MemberInfo[];
+  memberCount: number;
+}
 
 // ── 히스토리 스냅샷 + 보간 플래그 ──
-export type HistoryFrame = GroupPolygonDto & { _interp?: boolean; _longGap?: boolean };
+export type HistoryFrame = GroupPolygonDto & {
+  _interp?: boolean;
+  _longGap?: boolean;
+  subFrames: SubFrame[];      // 항상 1개 이상
+};
 
 // ── 외부 노출 타입 (KoreaMap에서 import) ──
 export interface SelectedGearGroupData {

frontend/src/components/korea/fleetClusterUtils.ts

@@ -1,6 +1,5 @@
-import type { GeoJSON } from 'geojson';
 import type { GroupPolygonDto } from '../../services/vesselAnalysis';
-import type { HistoryFrame } from './fleetClusterTypes';
+import type { HistoryFrame, SubFrame } from './fleetClusterTypes';
 import { GEAR_BUFFER_DEG, CIRCLE_SEGMENTS } from './fleetClusterTypes';
 
 /** 트랙 포인트에서 주어진 시각의 보간 위치 반환 */
@@ -129,13 +128,20 @@ export function bufferPolygon(hull: [number, number][], buf: number): GeoJSON.Po
  * 히스토리 데이터의 gap 구간에 보간 프레임을 삽입하여 완성 데이터셋 반환.
  * - gap <= 30분: 5분 간격 직선 보간 (이전 폴리곤 유지, 중심만 직선 이동)
  * - gap > 30분: 30분 간격으로 멤버 위치 보간 + 가상 폴리곤 생성
+ *
+ * subFrames 보간 규칙:
+ * - prev/next 양쪽에 동일 subClusterId 존재: 멤버/center 보간
+ * - prev에만 존재: 마지막 위치 그대로 frozen
+ * - next에만 존재: 갭 프레임에서 생략
+ *
+ * top-level members/centerLon/Lat: 전체 subFrames의 union (하위 호환)
  */
-export function fillGapFrames(snapshots: GroupPolygonDto[]): HistoryFrame[] {
+export function fillGapFrames(snapshots: HistoryFrame[]): HistoryFrame[] {
   if (snapshots.length < 2) return snapshots;
   const STEP_SHORT_MS = 300_000;
   const STEP_LONG_MS = 1_800_000;
   const THRESHOLD_MS = 1_800_000;
-  const result: GroupPolygonDto[] = [];
+  const result: HistoryFrame[] = [];
 
   for (let i = 0; i < snapshots.length; i++) {
     result.push(snapshots[i]);
@@ -152,25 +158,46 @@ export function fillGapFrames(snapshots: GroupPolygonDto[]): HistoryFrame[] {
     const common = prev.members.filter(m => nextMap.has(m.mmsi));
     if (common.length === 0) continue;
 
+    const nextSubMap = new Map(next.subFrames.map(sf => [sf.subClusterId, sf]));
+
     if (gap <= THRESHOLD_MS) {
       for (let t = t0 + STEP_SHORT_MS; t < t1; t += STEP_SHORT_MS) {
         const ratio = (t - t0) / gap;
         const cLon = prev.centerLon + (next.centerLon - prev.centerLon) * ratio;
         const cLat = prev.centerLat + (next.centerLat - prev.centerLat) * ratio;
+
+        // prev 기준으로 순회: prev에만 존재(frozen) + 양쪽 존재(center 보간)
+        // next에만 존재하는 subClusterId는 prev.subFrames에 없으므로 자동 생략
+        const subFrames: SubFrame[] = prev.subFrames.map(psf => {
+            const nsf = nextSubMap.get(psf.subClusterId);
+            if (!nsf) {
+              // prev에만 존재 → frozen
+              return { ...psf };
+            }
+            // 양쪽 존재 → center 보간
+            return {
+              ...psf,
+              centerLon: psf.centerLon + (nsf.centerLon - psf.centerLon) * ratio,
+              centerLat: psf.centerLat + (nsf.centerLat - psf.centerLat) * ratio,
+            };
+          });
+
         result.push({
           ...prev,
           snapshotTime: new Date(t).toISOString(),
           centerLon: cLon,
           centerLat: cLat,
+          subFrames,
           _interp: true,
         });
       }
     } else {
       for (let t = t0 + STEP_LONG_MS; t < t1; t += STEP_LONG_MS) {
         const ratio = (t - t0) / gap;
-        const positions: [number, number][] = [];
-        const members: typeof prev.members = [];
 
+        // top-level members 보간 (하위 호환)
+        const topPositions: [number, number][] = [];
+        const topMembers: GroupPolygonDto['members'] = [];
         for (const pm of common) {
           const nm = nextMap.get(pm.mmsi)!;
           const lon = pm.lon + (nm.lon - pm.lon) * ratio;
@@ -178,13 +205,53 @@ export function fillGapFrames(snapshots: GroupPolygonDto[]): HistoryFrame[] {
           const dLon = nm.lon - pm.lon;
           const dLat = nm.lat - pm.lat;
           const cog = (dLon === 0 && dLat === 0) ? pm.cog : (Math.atan2(dLon, dLat) * 180 / Math.PI + 360) % 360;
-          members.push({ mmsi: pm.mmsi, name: pm.name, lon, lat, sog: pm.sog, cog, role: pm.role, isParent: pm.isParent });
+          topMembers.push({ mmsi: pm.mmsi, name: pm.name, lon, lat, sog: pm.sog, cog, role: pm.role, isParent: pm.isParent });
-          positions.push([lon, lat]);
+          topPositions.push([lon, lat]);
         }
+        const cLon = topPositions.reduce((s, p) => s + p[0], 0) / topPositions.length;
+        const cLat = topPositions.reduce((s, p) => s + p[1], 0) / topPositions.length;
+        const polygon = buildInterpPolygon(topPositions);
 
-        const cLon = positions.reduce((s, p) => s + p[0], 0) / positions.length;
+        // subFrames 보간
-        const cLat = positions.reduce((s, p) => s + p[1], 0) / positions.length;
+        const subFrames: SubFrame[] = prev.subFrames.map(psf => {
-        const polygon = buildInterpPolygon(positions);
+          const nsf = nextSubMap.get(psf.subClusterId);
+          if (!nsf) {
+            // prev에만 존재 → frozen
+            return { ...psf };
+          }
+          // 양쪽 존재 → 멤버 위치 보간 + 폴리곤 재생성
+          const nsfMemberMap = new Map(nsf.members.map(m => [m.mmsi, m]));
+          const commonSfMembers = psf.members.filter(m => nsfMemberMap.has(m.mmsi));
+          const sfPositions: [number, number][] = [];
+          const sfMembers: SubFrame['members'] = [];
+
+          for (const pm of commonSfMembers) {
+            const nm = nsfMemberMap.get(pm.mmsi)!;
+            const lon = pm.lon + (nm.lon - pm.lon) * ratio;
+            const lat = pm.lat + (nm.lat - pm.lat) * ratio;
+            const dLon = nm.lon - pm.lon;
+            const dLat = nm.lat - pm.lat;
+            const cog = (dLon === 0 && dLat === 0) ? pm.cog : (Math.atan2(dLon, dLat) * 180 / Math.PI + 360) % 360;
+            sfMembers.push({ mmsi: pm.mmsi, name: pm.name, lon, lat, sog: pm.sog, cog, role: pm.role, isParent: pm.isParent });
+            sfPositions.push([lon, lat]);
+          }
+
+          if (sfPositions.length === 0) {
+            // 공통 멤버 없으면 frozen
+            return { ...psf };
+          }
+
+          const sfCLon = sfPositions.reduce((s, p) => s + p[0], 0) / sfPositions.length;
+          const sfCLat = sfPositions.reduce((s, p) => s + p[1], 0) / sfPositions.length;
+
+          return {
+            subClusterId: psf.subClusterId,
+            centerLon: sfCLon,
+            centerLat: sfCLat,
+            members: sfMembers,
+            memberCount: sfMembers.length,
+          };
+        });
 
         result.push({
           ...prev,
@@ -192,8 +259,9 @@ export function fillGapFrames(snapshots: GroupPolygonDto[]): HistoryFrame[] {
           polygon,
           centerLon: cLon,
           centerLat: cLat,
-          memberCount: members.length,
+          memberCount: topMembers.length,
-          members,
+          members: topMembers,
+          subFrames,
           _interp: true,
           _longGap: true,
         });

frontend/src/components/korea/useFleetClusterGeoJson.ts

@@ -1,7 +1,7 @@
 import { useMemo } from 'react';
 import type { GeoJSON } from 'geojson';
 import type { Ship, VesselAnalysisDto } from '../../types';
-import type { GearCorrelationItem, CorrelationVesselTrack } from '../../services/vesselAnalysis';
+import type { GearCorrelationItem, CorrelationVesselTrack, GroupPolygonDto } from '../../services/vesselAnalysis';
 import type { UseGroupPolygonsResult } from '../../hooks/useGroupPolygons';
 import type { FleetListItem } from './fleetClusterTypes';
 import { buildInterpPolygon } from './fleetClusterUtils';
@@ -142,34 +142,49 @@ export function useFleetClusterGeoJson(params: UseFleetClusterGeoJsonParams): Fl
     return models;
   }, [correlationByModel]);
 
-  // 오퍼레이셔널 폴리곤 (비재생 정적 연산)
+  // 오퍼레이셔널 폴리곤 (비재생 정적 연산 — 서브클러스터별 분리, subClusterId 기반)
   const operationalPolygons = useMemo(() => {
     if (!selectedGearGroup || !groupPolygons) return [];
-    const allGroups = [...groupPolygons.gearInZoneGroups, ...groupPolygons.gearOutZoneGroups];
+    // 서브클러스터별 개별 그룹 (allGroups = raw, 서브클러스터 분리 유지)
-    const { members: mergedMembers } = mergeSubClusterMembers(allGroups, selectedGearGroup);
+    const rawMatches = groupPolygons.allGroups.filter(
-    if (mergedMembers.length === 0) return [];
+      g => g.groupKey === selectedGearGroup && g.groupType !== 'FLEET',
-    const basePts: [number, number][] = mergedMembers.map(m => [m.lon, m.lat]);
+    );
+    if (rawMatches.length === 0) return [];
+
+    // 서브클러스터별 basePts
+    const subMap = new Map<number, [number, number][]>();
+    for (const g of rawMatches) {
+      const sid = g.subClusterId ?? 0;
+      subMap.set(sid, g.members.map(m => [m.lon, m.lat]));
+    }
+
     const result: { modelName: string; color: string; geojson: GeoJSON.FeatureCollection }[] = [];
     for (const [mn, items] of correlationByModel) {
       if (!enabledModels.has(mn)) continue;
-      const extra: [number, number][] = [];
+      const color = MODEL_COLORS[mn] ?? '#94a3b8';
+
+      // 연관 선박을 subClusterId로 그룹핑
+      const subExtras = new Map<number, [number, number][]>();
       for (const c of items) {
         if (c.score < 0.7) continue;
         const s = ships.find(x => x.mmsi === c.targetMmsi);
-        if (s) extra.push([s.lng, s.lat]);
+        if (!s) continue;
+        const sid = c.subClusterId ?? 0;
+        const list = subExtras.get(sid) ?? [];
+        list.push([s.lng, s.lat]);
+        subExtras.set(sid, list);
+      }
+
+      const features: GeoJSON.Feature[] = [];
+      for (const [sid, extraPts] of subExtras) {
+        if (extraPts.length === 0) continue;
+        const basePts = subMap.get(sid) ?? subMap.get(0) ?? [];
+        const polygon = buildInterpPolygon([...basePts, ...extraPts]);
+        if (polygon) features.push({ type: 'Feature', properties: { modelName: mn, color, subClusterId: sid }, geometry: polygon });
+      }
+      if (features.length > 0) {
+        result.push({ modelName: mn, color, geojson: { type: 'FeatureCollection', features } });
       }
-      if (extra.length === 0) continue;
-      const polygon = buildInterpPolygon([...basePts, ...extra]);
-      if (!polygon) continue;
-      const color = MODEL_COLORS[mn] ?? '#94a3b8';
-      result.push({
-        modelName: mn,
-        color,
-        geojson: {
-          type: 'FeatureCollection',
-          features: [{ type: 'Feature', properties: { modelName: mn, color }, geometry: polygon }],
-        },
-      });
     }
     return result;
   }, [selectedGearGroup, groupPolygons, correlationByModel, enabledModels, ships]);

frontend/src/components/layers/AircraftLayer.tsx

@@ -2,6 +2,9 @@ import { memo, useMemo, useState, useEffect } from 'react';
 import { Marker, Popup, Source, Layer } from 'react-map-gl/maplibre';
 import { useTranslation } from 'react-i18next';
 import type { Aircraft, AircraftCategory } from '../../types';
+import { useShipDeckStore } from '../../stores/shipDeckStore';
+import { getZoomScale } from '../../hooks/useShipDeckLayers';
+import { useSymbolScale } from '../../hooks/useSymbolScale';
 
 interface Props {
   aircraft: Aircraft[];
@@ -187,9 +190,12 @@ export function AircraftLayer({ aircraft, militaryOnly }: Props) {
 const AircraftMarker = memo(function AircraftMarker({ ac }: { ac: Aircraft }) {
   const { t } = useTranslation('ships');
   const [showPopup, setShowPopup] = useState(false);
+  const zoomLevel = useShipDeckStore(s => s.zoomLevel);
+  const { symbolScale } = useSymbolScale();
   const color = getAircraftColor(ac);
   const shape = getShape(ac);
-  const size = shape.w;
+  const zs = getZoomScale(zoomLevel);
+  const size = Math.round(shape.w * zs * symbolScale.aircraft / 0.8);
   const showLabel = ac.category === 'fighter' || ac.category === 'surveillance';
   const strokeWidth = ac.category === 'fighter' || ac.category === 'military' ? 1.5 : 0.8;
 

frontend/src/contexts/SymbolScaleContext.tsx

@@ -0,0 +1,10 @@
+import type { ReactNode } from 'react';
+import { useLocalStorage } from '../hooks/useLocalStorage';
+import { SymbolScaleCtx, DEFAULT_SYMBOL_SCALE } from './symbolScaleState';
+
+export type { SymbolScaleConfig } from './symbolScaleState';
+
+export function SymbolScaleProvider({ children }: { children: ReactNode }) {
+  const [symbolScale, setSymbolScale] = useLocalStorage('mapSymbolScale', DEFAULT_SYMBOL_SCALE);
+  return <SymbolScaleCtx.Provider value={{ symbolScale, setSymbolScale }}>{children}</SymbolScaleCtx.Provider>;
+}

frontend/src/contexts/symbolScaleState.ts

@@ -0,0 +1,12 @@
+import { createContext } from 'react';
+
+export interface SymbolScaleConfig {
+  ship: number;
+  aircraft: number;
+}
+
+export const DEFAULT_SYMBOL_SCALE: SymbolScaleConfig = { ship: 1.0, aircraft: 1.0 };
+
+export const SymbolScaleCtx = createContext<{ symbolScale: SymbolScaleConfig; setSymbolScale: (c: SymbolScaleConfig) => void }>({
+  symbolScale: DEFAULT_SYMBOL_SCALE, setSymbolScale: () => {},
+});

frontend/src/hooks/useFleetClusterDeckLayers.ts

@@ -371,8 +371,8 @@ export function useFleetClusterDeckLayers(
       }));
     }
 
-    // ── Correlation layers (only when gear group selected) ────────────────────
+    // ── Correlation layers (only when gear group selected, skip during replay) ─
-    if (selectedGearGroup) {
+    if (selectedGearGroup && !historyActive) {
 
       // ── 8. Operational polygons (per model) ────────────────────────────────
       for (const op of geo.operationalPolygons) {

frontend/src/hooks/useGearReplayLayers.ts

@@ -3,7 +3,7 @@ import type { Layer } from '@deck.gl/core';
 import { TripsLayer } from '@deck.gl/geo-layers';
 import { ScatterplotLayer, IconLayer, PathLayer, PolygonLayer, TextLayer } from '@deck.gl/layers';
 import { useGearReplayStore } from '../stores/gearReplayStore';
-import { findFrameAtTime, interpolateMemberPositions } from '../stores/gearReplayPreprocess';
+import { findFrameAtTime, interpolateMemberPositions, interpolateSubFrameMembers } from '../stores/gearReplayPreprocess';
 import type { MemberPosition } from '../stores/gearReplayPreprocess';
 import { MODEL_ORDER, MODEL_COLORS } from '../components/korea/fleetClusterConstants';
 import { buildInterpPolygon } from '../components/korea/fleetClusterUtils';
@@ -71,6 +71,14 @@ export function useGearReplayLayers(
   const modelCenterTrails = useGearReplayStore(s => s.modelCenterTrails);
   const showTrails = useGearReplayStore(s => s.showTrails);
   const showLabels = useGearReplayStore(s => s.showLabels);
+  const show1hPolygon = useGearReplayStore(s => s.show1hPolygon);
+  const show6hPolygon = useGearReplayStore(s => s.show6hPolygon);
+  const historyFrames6h = useGearReplayStore(s => s.historyFrames6h);
+  const memberTripsData6h = useGearReplayStore(s => s.memberTripsData6h);
+  const centerTrailSegments6h = useGearReplayStore(s => s.centerTrailSegments6h);
+  const centerDotsPositions6h = useGearReplayStore(s => s.centerDotsPositions6h);
+  const subClusterCenters6h = useGearReplayStore(s => s.subClusterCenters6h);
+  const pinnedMmsis = useGearReplayStore(s => s.pinnedMmsis);
   const { fontScale } = useFontScale();
   const fs = fontScale.analysis;
   const zoomLevel = useShipDeckStore(s => s.zoomLevel);
@@ -103,64 +111,105 @@ export function useGearReplayLayers(
 
     const layers: Layer[] = [];
 
-    // ── 항상 표시: 센터 트레일 + 도트 ──────────────────────────────────
+    // ── 항상 표시: 센터 트레일 ──────────────────────────────────
+    // 서브클러스터가 존재하면 서브클러스터별 독립 trail만 표시 (전체 trail 숨김)
+    const hasSubClusters = subClusterCenters.length > 0 &&
+      subClusterCenters.some(sc => sc.subClusterId > 0);
 
-    // Center trail segments (PathLayer) — 항상 ON
+    const SUB_TRAIL_COLORS: [number, number, number, number][] = [
-    for (let i = 0; i < centerTrailSegments.length; i++) {
+      [251, 191, 36, 200],   // sub=0 (unified) — gold
-      const seg = centerTrailSegments[i];
-      if (seg.path.length < 2) continue;
-      layers.push(new PathLayer({
-        id: `replay-center-trail-${i}`,
-        data: [{ path: seg.path }],
-        getPath: (d: { path: [number, number][] }) => d.path,
-        getColor: seg.isInterpolated
-          ? [249, 115, 22, 200]
-          : [251, 191, 36, 180],
-        widthMinPixels: 2,
-      }));
-    }
-
-    // Center dots (real data only) — 항상 ON
-    if (centerDotsPositions.length > 0) {
-      layers.push(new ScatterplotLayer({
-        id: 'replay-center-dots',
-        data: centerDotsPositions,
-        getPosition: (d: [number, number]) => d,
-        getFillColor: [251, 191, 36, 150],
-        getRadius: 80,
-        radiusUnits: 'meters',
-        radiusMinPixels: 2.5,
-      }));
-    }
-
-    // ── 서브클러스터별 독립 center trail (PathLayer) ─────────────────────
-    const SUB_COLORS: [number, number, number, number][] = [
-      [251, 191, 36, 200],   // sub=0 (unified) — 기존 gold
       [96, 165, 250, 200],   // sub=1 — blue
       [74, 222, 128, 200],   // sub=2 — green
       [251, 146, 60, 200],   // sub=3 — orange
       [167, 139, 250, 200],  // sub=4 — purple
     ];
-    for (const sc of subClusterCenters) {
+
-      if (sc.path.length < 2) continue;
+    if (hasSubClusters) {
-      const color = SUB_COLORS[sc.subClusterId % SUB_COLORS.length];
+      // 서브클러스터별 독립 center trail (sub=0 합산 trail 제외)
-      layers.push(new PathLayer({
+      for (const sc of subClusterCenters) {
-        id: `replay-sub-center-${sc.subClusterId}`,
+        if (sc.subClusterId === 0) continue; // 합산 center는 점프 유발 → 제외
-        data: [{ path: sc.path }],
+        if (sc.path.length < 2) continue;
-        getPath: (d: { path: [number, number][] }) => d.path,
+        const color = SUB_TRAIL_COLORS[sc.subClusterId % SUB_TRAIL_COLORS.length];
-        getColor: color,
+        layers.push(new PathLayer({
-        widthMinPixels: 2,
+          id: `replay-sub-center-${sc.subClusterId}`,
-      }));
+          data: [{ path: sc.path }],
+          getPath: (d: { path: [number, number][] }) => d.path,
+          getColor: color,
+          widthMinPixels: 2,
+        }));
+      }
+    } else {
+      // 서브클러스터 없음: 기존 전체 center trail + dots
+      for (let i = 0; i < centerTrailSegments.length; i++) {
+        const seg = centerTrailSegments[i];
+        if (seg.path.length < 2) continue;
+        layers.push(new PathLayer({
+          id: `replay-center-trail-${i}`,
+          data: [{ path: seg.path }],
+          getPath: (d: { path: [number, number][] }) => d.path,
+          getColor: seg.isInterpolated
+            ? [249, 115, 22, 200]
+            : [251, 191, 36, 180],
+          widthMinPixels: 2,
+        }));
+      }
+      if (centerDotsPositions.length > 0) {
+        layers.push(new ScatterplotLayer({
+          id: 'replay-center-dots',
+          data: centerDotsPositions,
+          getPosition: (d: [number, number]) => d,
+          getFillColor: [251, 191, 36, 150],
+          getRadius: 80,
+          radiusUnits: 'meters',
+          radiusMinPixels: 2.5,
+        }));
+      }
+    }
+
+    // ── 6h 센터 트레일 (정적, frameIdx와 무관) ───────────────────────────
+    if (state.show6hPolygon) {
+      const hasSub6h = subClusterCenters6h.length > 0 && subClusterCenters6h.some(sc => sc.subClusterId > 0);
+      if (hasSub6h) {
+        for (const sc of subClusterCenters6h) {
+          if (sc.subClusterId === 0) continue;
+          if (sc.path.length < 2) continue;
+          layers.push(new PathLayer({
+            id: `replay-6h-sub-center-${sc.subClusterId}`,
+            data: [{ path: sc.path }],
+            getPath: (d: { path: [number, number][] }) => d.path,
+            getColor: [147, 197, 253, 120] as [number, number, number, number],
+            widthMinPixels: 1.5,
+          }));
+        }
+      } else {
+        for (let i = 0; i < centerTrailSegments6h.length; i++) {
+          const seg = centerTrailSegments6h[i];
+          if (seg.path.length < 2) continue;
+          layers.push(new PathLayer({
+            id: `replay-6h-center-trail-${i}`,
+            data: [{ path: seg.path }],
+            getPath: (d: { path: [number, number][] }) => d.path,
+            getColor: [147, 197, 253, seg.isInterpolated ? 80 : 120] as [number, number, number, number],
+            widthMinPixels: 1.5,
+          }));
+        }
+        if (centerDotsPositions6h.length > 0) {
+          layers.push(new ScatterplotLayer({
+            id: 'replay-6h-center-dots',
+            data: centerDotsPositions6h,
+            getPosition: (d: [number, number]) => d,
+            getFillColor: [147, 197, 253, 120] as [number, number, number, number],
+            getRadius: 80,
+            radiusUnits: 'meters',
+            radiusMinPixels: 2,
+          }));
+        }
+      }
     }
 
     // ── Dynamic layers (depend on currentTime) ────────────────────────────
 
-    if (frameIdx < 0) {
+    if (frameIdx >= 0) {
-      // No valid frame at this time — only show static layers
-      replayLayerRef.current = layers;
-      requestRender();
-      return;
-    }
 
     const frame = state.historyFrames[frameIdx];
     const isStale = !!frame._longGap || !!frame._interp;
@@ -169,6 +218,9 @@ export function useGearReplayLayers(
     const members = interpolateMemberPositions(state.historyFrames, frameIdx, ct);
     const memberPts: [number, number][] = members.map(m => [m.lon, m.lat]);
 
+    // 서브클러스터 프레임 (identity 폴리곤 + operational 폴리곤에서 공유)
+    const subFrames = frame.subFrames ?? [{ subClusterId: 0, centerLon: frame.centerLon, centerLat: frame.centerLat, members: frame.members, memberCount: frame.memberCount }];
+
     // ── "항적" 토글: 전체 24h 경로 PathLayer (정적 배경) ─────────────
     if (showTrails) {
       // 멤버 전체 항적 (identity — 항상 ON)
@@ -476,39 +528,121 @@ export function useGearReplayLayers(
       }
     }
 
-    // 8. Operational polygons (멤버 위치 + enabledVessels ON인 연관 선박으로 폴리곤 생성)
+    // 7b. Pinned highlight (툴팁 고정 시 해당 MMSI 강조)
+    if (state.pinnedMmsis.size > 0) {
+      const pinnedPositions: { position: [number, number] }[] = [];
+      for (const m of members) {
+        if (state.pinnedMmsis.has(m.mmsi)) pinnedPositions.push({ position: [m.lon, m.lat] });
+      }
+      for (const c of corrPositions) {
+        if (state.pinnedMmsis.has(c.mmsi)) pinnedPositions.push({ position: [c.lon, c.lat] });
+      }
+      if (pinnedPositions.length > 0) {
+        // glow
+        layers.push(new ScatterplotLayer({
+          id: 'replay-pinned-glow',
+          data: pinnedPositions,
+          getPosition: (d: { position: [number, number] }) => d.position,
+          getFillColor: [255, 255, 255, 40],
+          getRadius: 350,
+          radiusUnits: 'meters',
+          radiusMinPixels: 12,
+        }));
+        // ring
+        layers.push(new ScatterplotLayer({
+          id: 'replay-pinned-ring',
+          data: pinnedPositions,
+          getPosition: (d: { position: [number, number] }) => d.position,
+          getFillColor: [0, 0, 0, 0],
+          getRadius: 200,
+          radiusUnits: 'meters',
+          radiusMinPixels: 6,
+          stroked: true,
+          getLineColor: [255, 255, 255, 200],
+          lineWidthMinPixels: 1.5,
+        }));
+      }
+
+      // pinned trails (correlation tracks)
+      const relTime = ct - st;
+      for (const trip of correlationTripsData) {
+        if (!state.pinnedMmsis.has(trip.id)) continue;
+        let clipIdx = trip.timestamps.length;
+        for (let i = 0; i < trip.timestamps.length; i++) {
+          if (trip.timestamps[i] > relTime) { clipIdx = i; break; }
+        }
+        const clippedPath = trip.path.slice(0, clipIdx);
+        if (clippedPath.length >= 2) {
+          layers.push(new PathLayer({
+            id: `replay-pinned-trail-${trip.id}`,
+            data: [{ path: clippedPath }],
+            getPath: (d: { path: [number, number][] }) => d.path,
+            getColor: [255, 255, 255, 150],
+            widthMinPixels: 2.5,
+          }));
+        }
+      }
+
+      // pinned member trails (identity tracks)
+      for (const trip of memberTripsData) {
+        if (!state.pinnedMmsis.has(trip.id)) continue;
+        let clipIdx = trip.timestamps.length;
+        for (let i = 0; i < trip.timestamps.length; i++) {
+          if (trip.timestamps[i] > relTime) { clipIdx = i; break; }
+        }
+        const clippedPath = trip.path.slice(0, clipIdx);
+        if (clippedPath.length >= 2) {
+          layers.push(new PathLayer({
+            id: `replay-pinned-mtrail-${trip.id}`,
+            data: [{ path: clippedPath }],
+            getPath: (d: { path: [number, number][] }) => d.path,
+            getColor: [255, 200, 60, 180],
+            widthMinPixels: 2.5,
+          }));
+        }
+      }
+    }
+
+    // 8. Operational polygons (서브클러스터별 분리 — subClusterId 기반)
     for (const [mn, items] of correlationByModel) {
       if (!enabledModels.has(mn)) continue;
       const color = MODEL_COLORS[mn] ?? '#94a3b8';
       const [r, g, b] = hexToRgb(color);
 
-      const extraPts: [number, number][] = [];
+      // 연관 선박을 subClusterId로 그룹핑
+      const subExtras = new Map<number, [number, number][]>();
       for (const c of items as GearCorrelationItem[]) {
-        // enabledVessels로 개별 on/off 제어 (토글 대응)
         if (!enabledVessels.has(c.targetMmsi)) continue;
         const cp = corrPositions.find(p => p.mmsi === c.targetMmsi);
-        if (cp) extraPts.push([cp.lon, cp.lat]);
+        if (!cp) continue;
+        const sid = c.subClusterId ?? 0;
+        const list = subExtras.get(sid) ?? [];
+        list.push([cp.lon, cp.lat]);
+        subExtras.set(sid, list);
       }
-      if (extraPts.length === 0) continue;
 
-      const basePts = memberPts; // identity 항상 ON
+      for (const [sid, extraPts] of subExtras) {
-      const opPolygon = buildInterpPolygon([...basePts, ...extraPts]);
+        if (extraPts.length === 0) continue;
-      if (!opPolygon) continue;
+        // 해당 서브클러스터의 멤버 포인트
-
+        const sf = subFrames.find(s => s.subClusterId === sid);
-      layers.push(new PolygonLayer({
+        const basePts: [number, number][] = sf
-        id: `replay-op-${mn}`,
+          ? interpolateSubFrameMembers(state.historyFrames, frameIdx, ct, sid).map(m => [m.lon, m.lat])
-        data: [{ polygon: opPolygon.coordinates }],
+          : memberPts; // fallback: 전체 멤버
-        getPolygon: (d: { polygon: number[][][] }) => d.polygon,
+        const opPolygon = buildInterpPolygon([...basePts, ...extraPts]);
-        getFillColor: [r, g, b, 30],
+        if (opPolygon) {
-        getLineColor: [r, g, b, 200],
+          layers.push(new PolygonLayer({
-        getLineWidth: 2,
+            id: `replay-op-${mn}-sub${sid}`,
-        lineWidthMinPixels: 2,
+            data: [{ polygon: opPolygon.coordinates }],
-        filled: true,
+            getPolygon: (d: { polygon: number[][][] }) => d.polygon,
-        stroked: true,
+            getFillColor: [r, g, b, 30],
-      }));
+            getLineColor: [r, g, b, 200],
+            getLineWidth: 2, lineWidthMinPixels: 2, filled: true, stroked: true,
+          }));
+        }
+      }
     }
 
-    // 8.5. Model center trails + current center point (모델별 폴리곤 중심 경로)
+    // 8.5. Model center trails + current center point (모델×서브클러스터별 중심 경로)
     for (const trail of modelCenterTrails) {
       if (!enabledModels.has(trail.modelName)) continue;
       if (trail.path.length < 2) continue;
@@ -517,7 +651,7 @@ export function useGearReplayLayers(
 
       // 중심 경로 (PathLayer, 연한 모델 색상)
       layers.push(new PathLayer({
-        id: `replay-model-trail-${trail.modelName}`,
+        id: `replay-model-trail-${trail.modelName}-s${trail.subClusterId}`,
         data: [{ path: trail.path }],
         getPath: (d: { path: [number, number][] }) => d.path,
         getColor: [r, g, b, 100],
@@ -535,7 +669,7 @@ export function useGearReplayLayers(
 
         const centerData = [{ position: [cx, cy] as [number, number] }];
         layers.push(new ScatterplotLayer({
-          id: `replay-model-center-${trail.modelName}`,
+          id: `replay-model-center-${trail.modelName}-s${trail.subClusterId}`,
           data: centerData,
           getPosition: (d: { position: [number, number] }) => d.position,
           getFillColor: [r, g, b, 255],
@@ -548,7 +682,7 @@ export function useGearReplayLayers(
         }));
         if (showLabels) {
           layers.push(new TextLayer({
-            id: `replay-model-center-label-${trail.modelName}`,
+            id: `replay-model-center-label-${trail.modelName}-s${trail.subClusterId}`,
             data: centerData,
             getPosition: (d: { position: [number, number] }) => d.position,
             getText: () => trail.modelName,
@@ -616,22 +750,52 @@ export function useGearReplayLayers(
       }
     }
 
-    // ══ Identity 레이어 (최상위 z-index — 항상 ON, 다른 모델 위에 표시) ══
+    // ══ Identity 레이어 (최상위 z-index — 서브클러스터별 독립 폴리곤) ══
-    // 폴리곤
+    const SUB_POLY_COLORS: [number, number, number, number][] = [
-    const identityPolygon = buildInterpPolygon(memberPts);
+      [251, 191, 36, 40],   // sub0 — gold
-    if (identityPolygon) {
+      [96, 165, 250, 30],   // sub1 — blue
-      layers.push(new PolygonLayer({
+      [74, 222, 128, 30],   // sub2 — green
-        id: 'replay-identity-polygon',
+      [251, 146, 60, 30],   // sub3 — orange
-        data: [{ polygon: identityPolygon.coordinates }],
+      [167, 139, 250, 30],  // sub4 — purple
-        getPolygon: (d: { polygon: number[][][] }) => d.polygon,
+    ];
-        getFillColor: isStale ? [148, 163, 184, 30] : [251, 191, 36, 40],
+    const SUB_STROKE_COLORS: [number, number, number, number][] = [
-        getLineColor: isStale ? [148, 163, 184, 100] : [251, 191, 36, 180],
+      [251, 191, 36, 180],
-        getLineWidth: isStale ? 1 : 2,
+      [96, 165, 250, 180],
-        lineWidthMinPixels: 1,
+      [74, 222, 128, 180],
-        filled: true,
+      [251, 146, 60, 180],
-        stroked: true,
+      [167, 139, 250, 180],
-      }));
+    ];
+    const SUB_CENTER_COLORS: [number, number, number, number][] = [
+      [239, 68, 68, 255],
+      [96, 165, 250, 255],
+      [74, 222, 128, 255],
+      [251, 146, 60, 255],
+      [167, 139, 250, 255],
+    ];
+
+    // ── 1h 폴리곤 (진한색, 실선) ──
+    if (state.show1hPolygon) {
+      for (const sf of subFrames) {
+        const sfMembers = interpolateSubFrameMembers(state.historyFrames, frameIdx, ct, sf.subClusterId);
+        const sfPts: [number, number][] = sfMembers.map(m => [m.lon, m.lat]);
+        const poly = buildInterpPolygon(sfPts);
+        if (!poly) continue;
+
+        const ci = sf.subClusterId % SUB_POLY_COLORS.length;
+        layers.push(new PolygonLayer({
+          id: `replay-identity-polygon-1h-sub${sf.subClusterId}`,
+          data: [{ polygon: poly.coordinates }],
+          getPolygon: (d: { polygon: number[][][] }) => d.polygon,
+          getFillColor: isStale ? [148, 163, 184, 30] : SUB_POLY_COLORS[ci],
+          getLineColor: isStale ? [148, 163, 184, 100] : SUB_STROKE_COLORS[ci],
+          getLineWidth: isStale ? 1 : 2,
+          lineWidthMinPixels: 1,
+          filled: true,
+          stroked: true,
+        }));
+      }
     }
+
     // TripsLayer (멤버 트레일)
     if (memberTripsData.length > 0) {
       layers.push(new TripsLayer({
@@ -646,27 +810,155 @@ export function useGearReplayLayers(
         currentTime: ct - st,
       }));
     }
-    // 센터 포인트
+
-    layers.push(new ScatterplotLayer({
+    // 센터 포인트 (서브클러스터별 독립)
-      id: 'replay-identity-center',
+    for (const sf of subFrames) {
-      data: [{ position: [frame.centerLon, frame.centerLat] as [number, number] }],
+      // 다음 프레임의 같은 서브클러스터 센터와 보간
-      getPosition: (d: { position: [number, number] }) => d.position,
+      const nextFrame = frameIdx < state.historyFrames.length - 1 ? state.historyFrames[frameIdx + 1] : null;
-      getFillColor: isStale ? [249, 115, 22, 255] : [239, 68, 68, 255],
+      const nextSf = nextFrame?.subFrames?.find(s => s.subClusterId === sf.subClusterId);
-      getRadius: 200,
+      let cx = sf.centerLon, cy = sf.centerLat;
-      radiusUnits: 'meters',
+      if (nextSf && nextFrame) {
-      radiusMinPixels: 7,
+        const t0 = new Date(frame.snapshotTime).getTime();
-      stroked: true,
+        const t1 = new Date(nextFrame.snapshotTime).getTime();
-      getLineColor: [255, 255, 255, 255],
+        const r = t1 > t0 ? Math.max(0, Math.min(1, (ct - t0) / (t1 - t0))) : 0;
-      lineWidthMinPixels: 2,
+        cx = sf.centerLon + (nextSf.centerLon - sf.centerLon) * r;
-    }));
+        cy = sf.centerLat + (nextSf.centerLat - sf.centerLat) * r;
+      }
+      const ci = sf.subClusterId % SUB_CENTER_COLORS.length;
+      layers.push(new ScatterplotLayer({
+        id: `replay-identity-center-sub${sf.subClusterId}`,
+        data: [{ position: [cx, cy] as [number, number] }],
+        getPosition: (d: { position: [number, number] }) => d.position,
+        getFillColor: isStale ? [249, 115, 22, 255] : SUB_CENTER_COLORS[ci],
+        getRadius: 200,
+        radiusUnits: 'meters',
+        radiusMinPixels: 7,
+        stroked: true,
+        getLineColor: [255, 255, 255, 255],
+        lineWidthMinPixels: 2,
+      }));
+    }
+
+    } // end if (frameIdx >= 0)
+
+    // ══ 6h Identity 레이어 (독립 — 1h/모델과 무관) ══
+    if (state.show6hPolygon && state.historyFrames6h.length > 0) {
+      const { index: frameIdx6h } = findFrameAtTime(state.frameTimes6h, ct, 0);
+      if (frameIdx6h >= 0) {
+        const frame6h = state.historyFrames6h[frameIdx6h];
+        const subFrames6h = frame6h.subFrames ?? [{ subClusterId: 0, centerLon: frame6h.centerLon, centerLat: frame6h.centerLat, members: frame6h.members, memberCount: frame6h.memberCount }];
+        const members6h = interpolateMemberPositions(state.historyFrames6h, frameIdx6h, ct);
+
+        // 6h 폴리곤
+        for (const sf of subFrames6h) {
+          const sfMembers = interpolateSubFrameMembers(state.historyFrames6h, frameIdx6h, ct, sf.subClusterId);
+          const sfPts: [number, number][] = sfMembers.map(m => [m.lon, m.lat]);
+          const poly = buildInterpPolygon(sfPts);
+          if (!poly) continue;
+          layers.push(new PolygonLayer({
+            id: `replay-6h-polygon-sub${sf.subClusterId}`,
+            data: [{ polygon: poly.coordinates }],
+            getPolygon: (d: { polygon: number[][][] }) => d.polygon,
+            getFillColor: [147, 197, 253, 25] as [number, number, number, number],
+            getLineColor: [147, 197, 253, 160] as [number, number, number, number],
+            getLineWidth: 1,
+            lineWidthMinPixels: 1,
+            filled: true,
+            stroked: true,
+          }));
+        }
+
+        // 6h 멤버 아이콘
+        if (members6h.length > 0) {
+          layers.push(new IconLayer<MemberPosition>({
+            id: 'replay-6h-members',
+            data: members6h,
+            getPosition: d => [d.lon, d.lat],
+            getIcon: d => d.isGear ? SHIP_ICON_MAPPING['gear-diamond'] : SHIP_ICON_MAPPING['ship-triangle'],
+            getSize: d => d.isParent ? 24 : d.isGear ? 14 : 18,
+            getAngle: d => d.isGear ? 0 : -(d.cog || 0),
+            getColor: d => {
+              if (d.stale) return [100, 116, 139, 150];
+              return [147, 197, 253, 200];
+            },
+            sizeUnits: 'pixels',
+            billboard: false,
+          }));
+
+          // 6h 멤버 라벨
+          if (showLabels) {
+            const clustered6h = clusterLabels(members6h, d => [d.lon, d.lat], zoomLevel);
+            layers.push(new TextLayer<MemberPosition>({
+              id: 'replay-6h-member-labels',
+              data: clustered6h,
+              getPosition: d => [d.lon, d.lat],
+              getText: d => {
+                const prefix = d.isParent ? '\u2605 ' : '';
+                return prefix + (d.name || d.mmsi);
+              },
+              getColor: [147, 197, 253, 230] as [number, number, number, number],
+              getSize: 10 * fs,
+              getPixelOffset: [0, 14],
+              background: true,
+              getBackgroundColor: [0, 0, 0, 200] as [number, number, number, number],
+              backgroundPadding: [2, 1],
+              fontFamily: '"Fira Code Variable", monospace',
+            }));
+          }
+        }
+
+        // 6h TripsLayer (항적 애니메이션)
+        if (memberTripsData6h.length > 0) {
+          layers.push(new TripsLayer({
+            id: 'replay-6h-identity-trails',
+            data: memberTripsData6h,
+            getPath: d => d.path,
+            getTimestamps: d => d.timestamps,
+            getColor: [147, 197, 253, 180] as [number, number, number, number],
+            widthMinPixels: 2,
+            fadeTrail: true,
+            trailLength: TRAIL_LENGTH_MS,
+            currentTime: ct - st,
+          }));
+        }
+
+        // 6h 센터 포인트 (서브클러스터별 보간)
+        for (const sf of subFrames6h) {
+          const nextFrame6h = frameIdx6h < state.historyFrames6h.length - 1 ? state.historyFrames6h[frameIdx6h + 1] : null;
+          const nextSf = nextFrame6h?.subFrames?.find(s => s.subClusterId === sf.subClusterId);
+          let cx = sf.centerLon, cy = sf.centerLat;
+          if (nextSf && nextFrame6h) {
+            const t0 = new Date(frame6h.snapshotTime).getTime();
+            const t1 = new Date(nextFrame6h.snapshotTime).getTime();
+            const r = t1 > t0 ? Math.max(0, Math.min(1, (ct - t0) / (t1 - t0))) : 0;
+            cx = sf.centerLon + (nextSf.centerLon - sf.centerLon) * r;
+            cy = sf.centerLat + (nextSf.centerLat - sf.centerLat) * r;
+          }
+          layers.push(new ScatterplotLayer({
+            id: `replay-6h-center-sub${sf.subClusterId}`,
+            data: [{ position: [cx, cy] as [number, number] }],
+            getPosition: (d: { position: [number, number] }) => d.position,
+            getFillColor: [147, 197, 253, 200] as [number, number, number, number],
+            getRadius: 150,
+            radiusUnits: 'meters',
+            radiusMinPixels: 5,
+            stroked: true,
+            getLineColor: [255, 255, 255, 200] as [number, number, number, number],
+            lineWidthMinPixels: 1.5,
+          }));
+        }
+      }
+    }
 
     replayLayerRef.current = layers;
     requestRender();
   }, [
-    historyFrames, memberTripsData, correlationTripsData,
+    historyFrames, historyFrames6h, memberTripsData, memberTripsData6h, correlationTripsData,
     centerTrailSegments, centerDotsPositions,
+    centerTrailSegments6h, centerDotsPositions6h, subClusterCenters6h,
     enabledModels, enabledVessels, hoveredMmsi, correlationByModel,
-    modelCenterTrails, subClusterCenters, showTrails, showLabels, fs, zoomLevel,
+    modelCenterTrails, subClusterCenters, showTrails, showLabels,
+    show1hPolygon, show6hPolygon, pinnedMmsis, fs, zoomLevel,
     replayLayerRef, requestRender,
   ]);
 
@@ -721,8 +1013,20 @@ export function useGearReplayLayers(
       },
     );
 
+    // 1h/6h 토글 + pinnedMmsis 변경 시 즉시 렌더
+    const unsubPolygonToggle = useGearReplayStore.subscribe(
+      s => [s.show1hPolygon, s.show6hPolygon] as const,
+      () => { debugLoggedRef.current = false; renderFrame(); },
+    );
+    const unsubPinned = useGearReplayStore.subscribe(
+      s => s.pinnedMmsis,
+      () => renderFrame(),
+    );
+
     return () => {
       unsub();
+      unsubPolygonToggle();
+      unsubPinned();
       if (pendingRafId) cancelAnimationFrame(pendingRafId);
     };
   }, [historyFrames, renderFrame]);

frontend/src/hooks/useShipDeckLayers.ts

@@ -9,6 +9,7 @@ import { getMarineTrafficCategory } from '../utils/marineTraffic';
 import { getNationalityGroup } from './useKoreaData';
 import { FONT_MONO } from '../styles/fonts';
 import type { Ship, VesselAnalysisDto } from '../types';
+import { useSymbolScale } from './useSymbolScale';
 
 // ── Constants ─────────────────────────────────────────────────────────────────
 
@@ -19,7 +20,7 @@ const ZOOM_SCALE: Record<number, number> = {
 };
 const ZOOM_SCALE_DEFAULT = 4.2; // z14+
 
-function getZoomScale(zoom: number): number {
+export function getZoomScale(zoom: number): number {
   if (zoom >= 14) return ZOOM_SCALE_DEFAULT;
   return ZOOM_SCALE[zoom] ?? ZOOM_SCALE_DEFAULT;
 }
@@ -156,6 +157,8 @@ export function useShipDeckLayers(
   shipLayerRef: React.MutableRefObject<Layer[]>,
   requestRender: () => void,
 ): void {
+  const { symbolScale } = useSymbolScale();
+  const shipSymbolScale = symbolScale.ship;
 
   const renderFrame = useCallback(() => {
     const state = useShipDeckStore.getState();
@@ -170,7 +173,7 @@ export function useShipDeckLayers(
       return;
     }
 
-    const zoomScale = getZoomScale(zoomLevel);
+    const zoomScale = getZoomScale(zoomLevel) * shipSymbolScale;
     const layers: Layer[] = [];
 
     // 1. Build filtered ship render data (~3K ships, <1ms)
@@ -316,7 +319,7 @@ export function useShipDeckLayers(
 
     shipLayerRef.current = layers;
     requestRender();
-  }, [shipLayerRef, requestRender]);
+  }, [shipLayerRef, requestRender, shipSymbolScale]);
 
   // Subscribe to all relevant state changes
   useEffect(() => {

frontend/src/hooks/useSymbolScale.ts

@@ -0,0 +1,6 @@
+import { useContext } from 'react';
+import { SymbolScaleCtx } from '../contexts/symbolScaleState';
+
+export function useSymbolScale() {
+  return useContext(SymbolScaleCtx);
+}

frontend/src/services/vesselAnalysis.ts

@@ -73,6 +73,7 @@ export interface GroupPolygonDto {
   zoneName: string | null;
   members: MemberInfo[];
   color: string;
+  resolution?: '1h' | '6h';
 }
 
 export async function fetchGroupPolygons(): Promise<GroupPolygonDto[]> {
@@ -106,6 +107,7 @@ export interface GearCorrelationItem {
   streak: number;
   observations: number;
   freezeState: string;
+  subClusterId: number;
   proximityRatio: number | null;
   visitScore: number | null;
   headingCoherence: number | null;

frontend/src/stores/gearReplayPreprocess.ts

@@ -1,4 +1,4 @@
-import type { HistoryFrame } from '../components/korea/fleetClusterTypes';
+import type { HistoryFrame, SubFrame } from '../components/korea/fleetClusterTypes';
 import type { CorrelationVesselTrack, GearCorrelationItem } from '../services/vesselAnalysis';
 import { buildInterpPolygon } from '../components/korea/fleetClusterUtils';
 
@@ -235,16 +235,104 @@ export function interpolateMemberPositions(
   });
 }
 
+/**
+ * interpolateMemberPositions와 동일한 보간 로직이지만,
+ * 특정 subClusterId에 속한 멤버만 스코프한다.
+ * subClusterId에 해당하는 SubFrame이 없으면 빈 배열을 반환한다.
+ */
+export function interpolateSubFrameMembers(
+  frames: HistoryFrame[],
+  frameIdx: number,
+  timeMs: number,
+  subClusterId: number,
+): MemberPosition[] {
+  if (frameIdx < 0 || frameIdx >= frames.length) return [];
+
+  const frame = frames[frameIdx];
+  const subFrame: SubFrame | undefined = frame.subFrames.find(sf => sf.subClusterId === subClusterId);
+  if (!subFrame) return [];
+
+  const isStale = !!frame._longGap || !!frame._interp;
+
+  const toPosition = (
+    m: { mmsi: string; name: string; lon: number; lat: number; cog: number; role: string; isParent: boolean },
+    lon: number,
+    lat: number,
+    cog: number,
+  ): MemberPosition => ({
+    mmsi: m.mmsi,
+    name: m.name,
+    lon,
+    lat,
+    cog,
+    role: m.role,
+    isParent: m.isParent,
+    isGear: m.role === 'GEAR' || !m.isParent,
+    stale: isStale,
+  });
+
+  // 다음 프레임 없음 — 현재 subFrame 위치 그대로 반환
+  if (frameIdx >= frames.length - 1) {
+    return subFrame.members.map(m => toPosition(m, m.lon, m.lat, m.cog));
+  }
+
+  const nextFrame = frames[frameIdx + 1];
+  const nextSubFrame: SubFrame | undefined = nextFrame.subFrames.find(
+    sf => sf.subClusterId === subClusterId,
+  );
+
+  // 다음 프레임에 해당 subClusterId 없음 — 현재 위치 그대로 반환
+  if (!nextSubFrame) {
+    return subFrame.members.map(m => toPosition(m, m.lon, m.lat, m.cog));
+  }
+
+  const t0 = new Date(frame.snapshotTime).getTime();
+  const t1 = new Date(nextFrame.snapshotTime).getTime();
+  const ratio = t1 > t0 ? Math.max(0, Math.min(1, (timeMs - t0) / (t1 - t0))) : 0;
+
+  const nextMap = new Map(nextSubFrame.members.map(m => [m.mmsi, m]));
+
+  return subFrame.members.map(m => {
+    const nm = nextMap.get(m.mmsi);
+    if (!nm) {
+      return toPosition(m, m.lon, m.lat, m.cog);
+    }
+    return toPosition(
+      m,
+      m.lon + (nm.lon - m.lon) * ratio,
+      m.lat + (nm.lat - m.lat) * ratio,
+      nm.cog,
+    );
+  });
+}
+
 /**
  * 모델별 오퍼레이셔널 폴리곤 중심 경로 사전 계산.
  * 각 프레임마다 멤버 위치 + 연관 선박 위치(트랙 보간)로 폴리곤을 만들고 중심점을 기록.
  */
 export interface ModelCenterTrail {
   modelName: string;
+  subClusterId: number;          // 서브클러스터별 독립 trail
   path: [number, number][];      // [lon, lat][]
   timestamps: number[];          // relative ms
 }
 
+/** 트랙 맵에서 특정 시점의 보간 위치 조회 */
+function _interpTrackPos(
+  track: { ts: number[]; path: [number, number][] },
+  t: number,
+): [number, number] {
+  if (t <= track.ts[0]) return track.path[0];
+  if (t >= track.ts[track.ts.length - 1]) return track.path[track.path.length - 1];
+  let lo = 0, hi = track.ts.length - 1;
+  while (lo < hi - 1) { const mid = (lo + hi) >> 1; if (track.ts[mid] <= t) lo = mid; else hi = mid; }
+  const ratio = track.ts[hi] !== track.ts[lo] ? (t - track.ts[lo]) / (track.ts[hi] - track.ts[lo]) : 0;
+  return [
+    track.path[lo][0] + (track.path[hi][0] - track.path[lo][0]) * ratio,
+    track.path[lo][1] + (track.path[hi][1] - track.path[lo][1]) * ratio,
+  ];
+}
+
 export function buildModelCenterTrails(
   frames: HistoryFrame[],
   corrTracks: CorrelationVesselTrack[],
@@ -252,7 +340,6 @@ export function buildModelCenterTrails(
   enabledVessels: Set<string>,
   startTime: number,
 ): ModelCenterTrail[] {
-  // 연관 선박 트랙 맵: mmsi → {timestampsMs[], geometry[][]}
   const trackMap = new Map<string, { ts: number[]; path: [number, number][] }>();
   for (const vt of corrTracks) {
     if (vt.track.length < 1) continue;
@@ -268,51 +355,53 @@ export function buildModelCenterTrails(
     const enabledItems = items.filter(c => enabledVessels.has(c.targetMmsi));
     if (enabledItems.length === 0) continue;
 
-    const path: [number, number][] = [];
+    // subClusterId별 연관 선박 그룹핑
-    const timestamps: number[] = [];
+    const subItemsMap = new Map<number, typeof enabledItems>();
-
+    for (const c of enabledItems) {
-    for (const frame of frames) {
+      const sid = c.subClusterId ?? 0;
-      const t = new Date(frame.snapshotTime).getTime();
+      const list = subItemsMap.get(sid) ?? [];
-      const relT = t - startTime;
+      list.push(c);
-
+      subItemsMap.set(sid, list);
-      // 멤버 위치
-      const allPts: [number, number][] = frame.members.map(m => [m.lon, m.lat]);
-
-      // 연관 선박 위치 (트랙 보간 or 마지막 점 clamp)
-      for (const c of enabledItems) {
-        const track = trackMap.get(c.targetMmsi);
-        if (!track || track.path.length === 0) continue;
-
-        let lon: number, lat: number;
-        if (t <= track.ts[0]) {
-          lon = track.path[0][0]; lat = track.path[0][1];
-        } else if (t >= track.ts[track.ts.length - 1]) {
-          const last = track.path.length - 1;
-          lon = track.path[last][0]; lat = track.path[last][1];
-        } else {
-          let lo = 0, hi = track.ts.length - 1;
-          while (lo < hi - 1) { const mid = (lo + hi) >> 1; if (track.ts[mid] <= t) lo = mid; else hi = mid; }
-          const ratio = track.ts[hi] !== track.ts[lo] ? (t - track.ts[lo]) / (track.ts[hi] - track.ts[lo]) : 0;
-          lon = track.path[lo][0] + (track.path[hi][0] - track.path[lo][0]) * ratio;
-          lat = track.path[lo][1] + (track.path[hi][1] - track.path[lo][1]) * ratio;
-        }
-        allPts.push([lon, lat]);
-      }
-
-      // 폴리곤 중심 계산
-      const poly = buildInterpPolygon(allPts);
-      if (!poly) continue;
-      const ring = poly.coordinates[0];
-      let cx = 0, cy = 0;
-      for (const pt of ring) { cx += pt[0]; cy += pt[1]; }
-      cx /= ring.length; cy /= ring.length;
-
-      path.push([cx, cy]);
-      timestamps.push(relT);
     }
 
-    if (path.length >= 2) {
+    // 서브클러스터별 독립 trail 생성
-      results.push({ modelName: mn, path, timestamps });
+    for (const [sid, subItems] of subItemsMap) {
+      const path: [number, number][] = [];
+      const timestamps: number[] = [];
+
+      for (const frame of frames) {
+        const t = new Date(frame.snapshotTime).getTime();
+        const relT = t - startTime;
+
+        // 해당 서브클러스터의 멤버 위치
+        const sf = frame.subFrames?.find(s => s.subClusterId === sid);
+        const basePts: [number, number][] = sf
+          ? sf.members.map(m => [m.lon, m.lat])
+          : frame.members.map(m => [m.lon, m.lat]); // fallback
+
+        const allPts: [number, number][] = [...basePts];
+
+        // 연관 선박 위치 (트랙 보간)
+        for (const c of subItems) {
+          const track = trackMap.get(c.targetMmsi);
+          if (!track || track.path.length === 0) continue;
+          allPts.push(_interpTrackPos(track, t));
+        }
+
+        const poly = buildInterpPolygon(allPts);
+        if (!poly) continue;
+        const ring = poly.coordinates[0];
+        let cx = 0, cy = 0;
+        for (const pt of ring) { cx += pt[0]; cy += pt[1]; }
+        cx /= ring.length; cy /= ring.length;
+
+        path.push([cx, cy]);
+        timestamps.push(relT);
+      }
+
+      if (path.length >= 2) {
+        results.push({ modelName: mn, subClusterId: sid, path, timestamps });
+      }
     }
   }
 

frontend/src/stores/gearReplayStore.ts

@@ -54,12 +54,21 @@ interface GearReplayState {
   endTime: number;
   playbackSpeed: number;
 
-  // Source data
+  // Source data (1h = primary identity polygon)
   historyFrames: HistoryFrame[];
   frameTimes: number[];
   selectedGroupKey: string | null;
   rawCorrelationTracks: CorrelationVesselTrack[];
 
+  // 6h identity (독립 레이어 — 1h/모델과 무관)
+  historyFrames6h: HistoryFrame[];
+  frameTimes6h: number[];
+  memberTripsData6h: TripsLayerDatum[];
+  centerTrailSegments6h: CenterTrailSegment[];
+  centerDotsPositions6h: [number, number][];
+  subClusterCenters6h: { subClusterId: number; path: [number, number][]; timestamps: number[] }[];
+  snapshotRanges6h: number[];
+
   // Pre-computed layer data
   memberTripsData: TripsLayerDatum[];
   correlationTripsData: TripsLayerDatum[];
@@ -79,6 +88,12 @@ interface GearReplayState {
   showTrails: boolean;
   showLabels: boolean;
   focusMode: boolean; // 리플레이 집중 모드 — 주변 라이브 정보 숨김
+  show1hPolygon: boolean;  // 1h 폴리곤 표시 (진한색/실선)
+  show6hPolygon: boolean;  // 6h 폴리곤 표시 (옅은색/점선)
+  abLoop: boolean;         // A-B 구간 반복 활성화
+  abA: number;             // A 지점 (epoch ms, 0 = 미설정)
+  abB: number;             // B 지점 (epoch ms, 0 = 미설정)
+  pinnedMmsis: Set<string>; // 툴팁 고정 시 강조할 MMSI 세트
 
   // Actions
   loadHistory: (
@@ -87,6 +102,7 @@ interface GearReplayState {
     corrData: GearCorrelationItem[],
     enabledModels: Set<string>,
     enabledVessels: Set<string>,
+    frames6h?: HistoryFrame[],
   ) => void;
   play: () => void;
   pause: () => void;
@@ -98,6 +114,12 @@ interface GearReplayState {
   setShowTrails: (show: boolean) => void;
   setShowLabels: (show: boolean) => void;
   setFocusMode: (focus: boolean) => void;
+  setShow1hPolygon: (show: boolean) => void;
+  setShow6hPolygon: (show: boolean) => void;
+  setAbLoop: (on: boolean) => void;
+  setAbA: (t: number) => void;
+  setAbB: (t: number) => void;
+  setPinnedMmsis: (mmsis: Set<string>) => void;
   updateCorrelation: (corrData: GearCorrelationItem[], corrTracks: CorrelationVesselTrack[]) => void;
   reset: () => void;
 }
@@ -118,7 +140,20 @@ export const useGearReplayStore = create<GearReplayState>()(
 
       const newTime = state.currentTime + delta * SPEED_FACTOR * state.playbackSpeed;
 
-      if (newTime >= state.endTime) {
+      // A-B 구간 반복
+      if (state.abLoop && state.abA > 0 && state.abB > state.abA) {
+        if (newTime >= state.abB) {
+          set({ currentTime: state.abA });
+          animationFrameId = requestAnimationFrame(animate);
+          return;
+        }
+        // A 이전이면 A로 점프
+        if (newTime < state.abA) {
+          set({ currentTime: state.abA });
+          animationFrameId = requestAnimationFrame(animate);
+          return;
+        }
+      } else if (newTime >= state.endTime) {
         set({ currentTime: state.startTime });
         animationFrameId = requestAnimationFrame(animate);
         return;
@@ -141,6 +176,13 @@ export const useGearReplayStore = create<GearReplayState>()(
       frameTimes: [],
       selectedGroupKey: null,
       rawCorrelationTracks: [],
+      historyFrames6h: [],
+      frameTimes6h: [],
+      memberTripsData6h: [],
+      centerTrailSegments6h: [],
+      centerDotsPositions6h: [],
+      subClusterCenters6h: [],
+      snapshotRanges6h: [],
 
       // Pre-computed layer data
       memberTripsData: [],
@@ -159,20 +201,33 @@ export const useGearReplayStore = create<GearReplayState>()(
       showTrails: true,
       showLabels: true,
       focusMode: false,
+      show1hPolygon: true,
+      show6hPolygon: false,
+      abLoop: false,
+      abA: 0,
+      abB: 0,
+      pinnedMmsis: new Set<string>(),
       correlationByModel: new Map<string, GearCorrelationItem[]>(),
 
       // ── Actions ────────────────────────────────────────────────
 
-      loadHistory: (frames, corrTracks, corrData, enabledModels, enabledVessels) => {
+      loadHistory: (frames, corrTracks, corrData, enabledModels, enabledVessels, frames6h) => {
         const startTime = Date.now() - 12 * 60 * 60 * 1000;
         const endTime = Date.now();
         const frameTimes = frames.map(f => new Date(f.snapshotTime).getTime());
+        const frameTimes6h = (frames6h ?? []).map(f => new Date(f.snapshotTime).getTime());
 
         const memberTrips = buildMemberTripsData(frames, startTime);
         const corrTrips = buildCorrelationTripsData(corrTracks, startTime);
         const { segments, dots } = buildCenterTrailData(frames);
         const ranges = buildSnapshotRanges(frames, startTime, endTime);
 
+        // 6h 전처리 (동일한 빌드 함수)
+        const f6h = frames6h ?? [];
+        const memberTrips6h = f6h.length > 0 ? buildMemberTripsData(f6h, startTime) : [];
+        const { segments: seg6h, dots: dots6h } = f6h.length > 0 ? buildCenterTrailData(f6h) : { segments: [], dots: [] };
+        const ranges6h = f6h.length > 0 ? buildSnapshotRanges(f6h, startTime, endTime) : [];
+
         const byModel = new Map<string, GearCorrelationItem[]>();
         for (const c of corrData) {
           const list = byModel.get(c.modelName) ?? [];
@@ -184,7 +239,13 @@ export const useGearReplayStore = create<GearReplayState>()(
 
         set({
           historyFrames: frames,
+          historyFrames6h: f6h,
           frameTimes,
+          frameTimes6h,
+          memberTripsData6h: memberTrips6h,
+          centerTrailSegments6h: seg6h,
+          centerDotsPositions6h: dots6h,
+          snapshotRanges6h: ranges6h,
           startTime,
           endTime,
           currentTime: startTime,
@@ -209,9 +270,9 @@ export const useGearReplayStore = create<GearReplayState>()(
         lastFrameTime = null;
 
         if (state.currentTime >= state.endTime) {
-          set({ isPlaying: true, currentTime: state.startTime });
+          set({ isPlaying: true, currentTime: state.startTime, pinnedMmsis: new Set() });
         } else {
-          set({ isPlaying: true });
+          set({ isPlaying: true, pinnedMmsis: new Set() });
         }
 
         animationFrameId = requestAnimationFrame(animate);
@@ -247,6 +308,21 @@ export const useGearReplayStore = create<GearReplayState>()(
       setShowTrails: (show) => set({ showTrails: show }),
       setShowLabels: (show) => set({ showLabels: show }),
       setFocusMode: (focus) => set({ focusMode: focus }),
+      setShow1hPolygon: (show) => set({ show1hPolygon: show }),
+      setShow6hPolygon: (show) => set({ show6hPolygon: show }),
+      setAbLoop: (on) => {
+        const { startTime, endTime } = get();
+        if (on && startTime > 0) {
+          // 기본 A-B: 전체 구간의 마지막 4시간
+          const dur = endTime - startTime;
+          set({ abLoop: true, abA: endTime - Math.min(dur, 4 * 3600_000), abB: endTime });
+        } else {
+          set({ abLoop: false, abA: 0, abB: 0 });
+        }
+      },
+      setAbA: (t) => set({ abA: t }),
+      setAbB: (t) => set({ abB: t }),
+      setPinnedMmsis: (mmsis) => set({ pinnedMmsis: mmsis }),
 
       updateCorrelation: (corrData, corrTracks) => {
         const state = get();
@@ -284,7 +360,14 @@ export const useGearReplayStore = create<GearReplayState>()(
           endTime: 0,
           playbackSpeed: 1,
           historyFrames: [],
+          historyFrames6h: [],
           frameTimes: [],
+          frameTimes6h: [],
+          memberTripsData6h: [],
+          centerTrailSegments6h: [],
+          centerDotsPositions6h: [],
+          subClusterCenters6h: [],
+          snapshotRanges6h: [],
           selectedGroupKey: null,
           rawCorrelationTracks: [],
           memberTripsData: [],
@@ -301,6 +384,12 @@ export const useGearReplayStore = create<GearReplayState>()(
           showTrails: true,
           showLabels: true,
           focusMode: false,
+          show1hPolygon: true,
+          show6hPolygon: false,
+          abLoop: false,
+          abA: 0,
+          abB: 0,
+          pinnedMmsis: new Set<string>(),
           correlationByModel: new Map<string, GearCorrelationItem[]>(),
         });
       },

prediction/algorithms/gear_correlation.py

@@ -18,6 +18,8 @@ from dataclasses import dataclass, field
 from datetime import datetime, timezone
 from typing import Optional
 
+from algorithms.polygon_builder import _get_time_bucket_age
+
 logger = logging.getLogger(__name__)
 
 
@@ -479,7 +481,7 @@ def _compute_gear_active_ratio(
     gear_members: list[dict],
     all_positions: dict[str, dict],
     now: datetime,
-    stale_sec: float = 21600,
+    stale_sec: float = 3600,
 ) -> float:
     """어구 그룹의 활성 멤버 비율."""
     if not gear_members:
@@ -556,6 +558,7 @@ def run_gear_correlation(
     score_batch: list[tuple] = []
     total_updated = 0
     total_raw = 0
+    processed_keys: set[tuple] = set()  # (model_id, parent_name, sub_cluster_id, target_mmsi)
 
     default_params = models[0]
 
@@ -566,10 +569,23 @@ def run_gear_correlation(
         if not members:
             continue
 
-        # 그룹 중심 + 반경
+        # 1h 활성 멤버 필터 (center/radius 계산용)
-        center_lat = sum(m['lat'] for m in members) / len(members)
+        display_members = [
-        center_lon = sum(m['lon'] for m in members) / len(members)
+            m for m in members
-        group_radius = _compute_group_radius(members)
+            if _get_time_bucket_age(m.get('mmsi'), all_positions, now) <= 3600
+        ]
+        # fallback: < 2이면 time_bucket 최신 2개 유지
+        if len(display_members) < 2 and len(members) >= 2:
+            display_members = sorted(
+                members,
+                key=lambda m: _get_time_bucket_age(m.get('mmsi'), all_positions, now),
+            )[:2]
+        active_members = display_members if len(display_members) >= 2 else members
+
+        # 그룹 중심 + 반경 (1h 활성 멤버 기반)
+        center_lat = sum(m['lat'] for m in active_members) / len(active_members)
+        center_lon = sum(m['lon'] for m in active_members) / len(active_members)
+        group_radius = _compute_group_radius(active_members)
 
         # 어구 활성도
         active_ratio = _compute_gear_active_ratio(members, all_positions, now)
@@ -650,6 +666,8 @@ def run_gear_correlation(
                     0.0, model,
                 )
 
+                processed_keys.add(score_key)
+
                 if new_score >= model.track_threshold or prev is not None:
                     score_batch.append((
                         model.model_id, parent_name, sub_cluster_id, target_mmsi,
@@ -659,6 +677,28 @@ def run_gear_correlation(
                     ))
                     total_updated += 1
 
+    # ── 반경 밖 이탈 선박 강제 감쇠 ──────────────────────────────────
+    # all_scores에 기록이 있지만 이번 사이클 후보에서 빠진 항목:
+    # 선박이 탐색 반경(group_radius × 3)을 완전히 벗어난 경우.
+    # Freeze 조건 무시하고 decay_fast 적용 → 빠르게 0으로 수렴.
+    for score_key, prev in all_scores.items():
+        if score_key in processed_keys:
+            continue
+        prev_score = prev['current_score']
+        if prev_score is None or prev_score <= 0:
+            continue
+        model_id, parent_name_s, sub_cluster_id_s, target_mmsi_s = score_key
+        # 해당 모델의 decay_fast 파라미터 사용
+        model_params = next((m for m in models if m.model_id == model_id), default_params)
+        new_score = max(0.0, prev_score - model_params.decay_fast)
+        score_batch.append((
+            model_id, parent_name_s, sub_cluster_id_s, target_mmsi_s,
+            prev.get('target_type', 'VESSEL'), prev.get('target_name', ''),
+            round(new_score, 6), 0, 'OUT_OF_RANGE',
+            prev.get('last_observed_at', now), now, now,
+        ))
+        total_updated += 1
+
     # 배치 DB 저장
     _batch_insert_raw(conn, raw_batch)
     _batch_upsert_scores(conn, score_batch)
@@ -709,7 +749,8 @@ def _load_all_scores(conn) -> dict[tuple, dict]:
     try:
         cur.execute(
             "SELECT model_id, group_key, sub_cluster_id, target_mmsi, "
-            "current_score, streak_count, last_observed_at "
+            "current_score, streak_count, last_observed_at, "
+            "target_type, target_name "
             "FROM kcg.gear_correlation_scores"
         )
         result = {}
@@ -719,6 +760,8 @@ def _load_all_scores(conn) -> dict[tuple, dict]:
                 'current_score': row[4],
                 'streak_count': row[5],
                 'last_observed_at': row[6],
+                'target_type': row[7],
+                'target_name': row[8],
             }
         return result
     except Exception as e:

prediction/algorithms/polygon_builder.py

@@ -11,6 +11,9 @@ import math
 import re
 from datetime import datetime, timezone
 from typing import Optional
+from zoneinfo import ZoneInfo
+
+import pandas as pd
 
 try:
     from shapely.geometry import MultiPoint, Point
@@ -26,11 +29,30 @@ logger = logging.getLogger(__name__)
 # 어구 이름 패턴 — _ 필수 (공백만으로는 어구 미판정, fleet_tracker.py와 동일)
 GEAR_PATTERN = re.compile(r'^(.+?)_(?=\S*\d)\S+(?:[_ ]\S*)*[_ ]*$|^(\d+)$')
 MAX_DIST_DEG = 0.15         # ~10NM
-STALE_SEC = 21600           # 6시간 (어구 P75 갭 3.5h, P90 갭 8h 커버)
+STALE_SEC = 21600           # 6시간 (어구 P75 갭 3.5h, P90 갭 8h 커버) — 그룹 멤버 탐색용
+DISPLAY_STALE_SEC = 3600    # 1시간 — 폴리곤 스냅샷 노출 기준 (프론트엔드 초기 로드 minutes=60과 동기화)
+                            # time_bucket(적재시간) 기반 필터링 — AIS 원본 timestamp는 부표 시계 오류로 부정확할 수 있음
 FLEET_BUFFER_DEG = 0.02
 GEAR_BUFFER_DEG = 0.01
 MIN_GEAR_GROUP_SIZE = 2     # 최소 어구 수 (비허가 구역 외)
 
+_KST = ZoneInfo('Asia/Seoul')
+
+
+def _get_time_bucket_age(mmsi: str, all_positions: dict, now: datetime) -> float:
+    """MMSI의 time_bucket 기반 age(초) 반환. 실패 시 inf."""
+    pos = all_positions.get(mmsi)
+    tb = pos.get('time_bucket') if pos else None
+    if tb is None:
+        return float('inf')
+    try:
+        tb_dt = pd.Timestamp(tb)
+        if tb_dt.tzinfo is None:
+            tb_dt = tb_dt.tz_localize(_KST).tz_convert(timezone.utc)
+        return (now - tb_dt.to_pydatetime()).total_seconds()
+    except Exception:
+        return float('inf')
+
 # 수역 내 어구 색상, 수역 외 어구 색상
 _COLOR_GEAR_IN_ZONE = '#ef4444'
 _COLOR_GEAR_OUT_ZONE = '#f97316'
@@ -157,7 +179,6 @@ def detect_gear_groups(
                 last_dt = ts if ts.tzinfo is not None else ts.replace(tzinfo=timezone.utc)
             else:
                 try:
-                    import pandas as pd
                     last_dt = pd.Timestamp(ts).to_pydatetime()
                     if last_dt.tzinfo is None:
                         last_dt = last_dt.replace(tzinfo=timezone.utc)
@@ -187,6 +208,7 @@ def detect_gear_groups(
             'lon': pos['lon'],
             'sog': pos.get('sog', 0),
             'cog': pos.get('cog', 0),
+            'timestamp': ts,
         }
         raw_groups.setdefault(parent_key, []).append(entry)
 
@@ -361,8 +383,12 @@ def build_all_group_snapshots(
                 'isParent': False,
             })
 
-        # 2척 미만은 폴리곤 미생성
+        newest_age = min(
-        if len(points) < 2:
+            (_get_time_bucket_age(m['mmsi'], all_positions, now) for m in members),
+            default=float('inf'),
+        )
+        # 2척 미만 또는 최근 적재가 DISPLAY_STALE_SEC 초과 → 폴리곤 미생성
+        if len(points) < 2 or newest_age > DISPLAY_STALE_SEC:
             continue
 
         polygon_wkt, center_wkt, area_sq_nm, center_lat, center_lon = build_group_polygon(
@@ -384,100 +410,129 @@ def build_all_group_snapshots(
             'color': _cluster_color(company_id),
         })
 
-    # ── GEAR 타입: detect_gear_groups 결과 순회 ───────────────────
+    # ── GEAR 타입: detect_gear_groups 결과 → 1h/6h 듀얼 스냅샷 ────
     gear_groups = detect_gear_groups(vessel_store, now=now)
 
     for group in gear_groups:
         parent_name: str = group['parent_name']
         parent_mmsi: Optional[str] = group['parent_mmsi']
-        gear_members: list[dict] = group['members']
+        gear_members: list[dict] = group['members']  # 6h STALE 기반 전체 멤버
 
-        # 수역 분류: anchor(모선 or 첫 어구) 위치 기준
+        if not gear_members:
-        anchor_lat: Optional[float] = None
-        anchor_lon: Optional[float] = None
-
-        if parent_mmsi and parent_mmsi in all_positions:
-            parent_pos = all_positions[parent_mmsi]
-            anchor_lat = parent_pos['lat']
-            anchor_lon = parent_pos['lon']
-
-        if anchor_lat is None and gear_members:
-            anchor_lat = gear_members[0]['lat']
-            anchor_lon = gear_members[0]['lon']
-
-        if anchor_lat is None:
             continue
 
-        zone_info = classify_zone(float(anchor_lat), float(anchor_lon))
+        # ── 1h 활성 멤버 필터 ──
-        in_zone = _is_in_zone(zone_info)
+        display_members_1h = [
-        zone_id = zone_info.get('zone') if in_zone else None
+            gm for gm in gear_members
-        zone_name = zone_info.get('zone_name') if in_zone else None
+            if _get_time_bucket_age(gm.get('mmsi'), all_positions, now) <= DISPLAY_STALE_SEC
+        ]
+        # fallback: 1h < 2이면 time_bucket 최신 2개 유지 (폴리곤 형태 보존)
+        if len(display_members_1h) < 2 and len(gear_members) >= 2:
+            sorted_by_age = sorted(
+                gear_members,
+                key=lambda gm: _get_time_bucket_age(gm.get('mmsi'), all_positions, now),
+            )
+            display_members_1h = sorted_by_age[:2]
 
-        # 비허가(수역 외) 어구: MIN_GEAR_GROUP_SIZE 미만 제외
+        # ── 6h 전체 멤버 노출 조건: 최신 적재가 STALE_SEC 이내 ──
-        if not in_zone and len(gear_members) < MIN_GEAR_GROUP_SIZE:
+        newest_age_6h = min(
-            continue
+            (_get_time_bucket_age(gm.get('mmsi'), all_positions, now) for gm in gear_members),
-
+            default=float('inf'),
-        # 폴리곤 points: 어구 좌표 + 모선 좌표 (근접 시에만)
-        points = [(g['lon'], g['lat']) for g in gear_members]
-        parent_nearby = False
-        if parent_mmsi and parent_mmsi in all_positions:
-            parent_pos = all_positions[parent_mmsi]
-            p_lon, p_lat = parent_pos['lon'], parent_pos['lat']
-            # 모선이 어구 클러스터 내 최소 1개와 MAX_DIST_DEG*2 이내일 때만 포함
-            if any(abs(g['lat'] - p_lat) <= MAX_DIST_DEG * 2
-                   and abs(g['lon'] - p_lon) <= MAX_DIST_DEG * 2 for g in gear_members):
-                if (p_lon, p_lat) not in points:
-                    points.append((p_lon, p_lat))
-                parent_nearby = True
-
-        polygon_wkt, center_wkt, area_sq_nm, _clat, _clon = build_group_polygon(
-            points, GEAR_BUFFER_DEG
         )
+        display_members_6h = gear_members
 
-        # members JSONB 구성
+        # ── resolution별 스냅샷 생성 ──
-        members_out: list[dict] = []
+        for resolution, members_for_snap in [('1h', display_members_1h), ('6h', display_members_6h)]:
-        # 모선 먼저 (근접 시에만)
+            if len(members_for_snap) < 2:
-        if parent_nearby and parent_mmsi and parent_mmsi in all_positions:
+                continue
-            parent_pos = all_positions[parent_mmsi]
+            # 6h: 최신 적재가 STALE_SEC(6h) 초과 시 스킵
-            members_out.append({
+            if resolution == '6h' and newest_age_6h > STALE_SEC:
-                'mmsi': parent_mmsi,
+                continue
-                'name': parent_name,
+
-                'lat': parent_pos['lat'],
+            # 수역 분류: anchor(모선 or 첫 멤버) 위치 기준
-                'lon': parent_pos['lon'],
+            anchor_lat: Optional[float] = None
-                'sog': parent_pos.get('sog', 0),
+            anchor_lon: Optional[float] = None
-                'cog': parent_pos.get('cog', 0),
+
-                'role': 'PARENT',
+            if parent_mmsi and parent_mmsi in all_positions:
-                'isParent': True,
+                parent_pos = all_positions[parent_mmsi]
+                anchor_lat = parent_pos['lat']
+                anchor_lon = parent_pos['lon']
+
+            if anchor_lat is None and members_for_snap:
+                anchor_lat = members_for_snap[0]['lat']
+                anchor_lon = members_for_snap[0]['lon']
+
+            if anchor_lat is None:
+                continue
+
+            zone_info = classify_zone(float(anchor_lat), float(anchor_lon))
+            in_zone = _is_in_zone(zone_info)
+            zone_id = zone_info.get('zone') if in_zone else None
+            zone_name = zone_info.get('zone_name') if in_zone else None
+
+            # 비허가(수역 외) 어구: MIN_GEAR_GROUP_SIZE 미만 제외
+            if not in_zone and len(members_for_snap) < MIN_GEAR_GROUP_SIZE:
+                continue
+
+            # 폴리곤 points: 멤버 좌표 + 모선 좌표 (근접 시에만)
+            points = [(g['lon'], g['lat']) for g in members_for_snap]
+            parent_nearby = False
+            if parent_mmsi and parent_mmsi in all_positions:
+                parent_pos = all_positions[parent_mmsi]
+                p_lon, p_lat = parent_pos['lon'], parent_pos['lat']
+                if any(abs(g['lat'] - p_lat) <= MAX_DIST_DEG * 2
+                       and abs(g['lon'] - p_lon) <= MAX_DIST_DEG * 2 for g in members_for_snap):
+                    if (p_lon, p_lat) not in points:
+                        points.append((p_lon, p_lat))
+                    parent_nearby = True
+
+            polygon_wkt, center_wkt, area_sq_nm, _clat, _clon = build_group_polygon(
+                points, GEAR_BUFFER_DEG
+            )
+
+            # members JSONB 구성
+            members_out: list[dict] = []
+            if parent_nearby and parent_mmsi and parent_mmsi in all_positions:
+                parent_pos = all_positions[parent_mmsi]
+                members_out.append({
+                    'mmsi': parent_mmsi,
+                    'name': parent_name,
+                    'lat': parent_pos['lat'],
+                    'lon': parent_pos['lon'],
+                    'sog': parent_pos.get('sog', 0),
+                    'cog': parent_pos.get('cog', 0),
+                    'role': 'PARENT',
+                    'isParent': True,
+                })
+            for g in members_for_snap:
+                members_out.append({
+                    'mmsi': g['mmsi'],
+                    'name': g['name'],
+                    'lat': g['lat'],
+                    'lon': g['lon'],
+                    'sog': g['sog'],
+                    'cog': g['cog'],
+                    'role': 'GEAR',
+                    'isParent': False,
+                })
+
+            color = _COLOR_GEAR_IN_ZONE if in_zone else _COLOR_GEAR_OUT_ZONE
+
+            snapshots.append({
+                'group_type': 'GEAR_IN_ZONE' if in_zone else 'GEAR_OUT_ZONE',
+                'group_key': parent_name,
+                'group_label': parent_name,
+                'sub_cluster_id': group.get('sub_cluster_id', 0),
+                'resolution': resolution,
+                'snapshot_time': now,
+                'polygon_wkt': polygon_wkt,
+                'center_wkt': center_wkt,
+                'area_sq_nm': area_sq_nm,
+                'member_count': len(members_out),
+                'zone_id': zone_id,
+                'zone_name': zone_name,
+                'members': members_out,
+                'color': color,
             })
-        # 어구 목록
-        for g in gear_members:
-            members_out.append({
-                'mmsi': g['mmsi'],
-                'name': g['name'],
-                'lat': g['lat'],
-                'lon': g['lon'],
-                'sog': g['sog'],
-                'cog': g['cog'],
-                'role': 'GEAR',
-                'isParent': False,
-            })
-
-        color = _COLOR_GEAR_IN_ZONE if in_zone else _COLOR_GEAR_OUT_ZONE
-
-        snapshots.append({
-            'group_type': 'GEAR_IN_ZONE' if in_zone else 'GEAR_OUT_ZONE',
-            'group_key': parent_name,
-            'group_label': parent_name,
-            'sub_cluster_id': group.get('sub_cluster_id', 0),
-            'snapshot_time': now,
-            'polygon_wkt': polygon_wkt,
-            'center_wkt': center_wkt,
-            'area_sq_nm': area_sq_nm,
-            'member_count': len(members_out),
-            'zone_id': zone_id,
-            'zone_name': zone_name,
-            'members': members_out,
-            'color': color,
-        })
 
     return snapshots

prediction/cache/vessel_store.py

@@ -345,6 +345,7 @@ class VesselStore:
                 'sog': float(last.get('sog', 0) or last.get('raw_sog', 0) or 0),
                 'cog': cog,
                 'timestamp': last.get('timestamp'),
+                'time_bucket': last.get('time_bucket'),
                 'name': info.get('name', ''),
             }
         return result

prediction/db/kcgdb.py

@@ -154,11 +154,11 @@ def save_group_snapshots(snapshots: list[dict]) -> int:
 
     insert_sql = """
         INSERT INTO kcg.group_polygon_snapshots (
-            group_type, group_key, group_label, sub_cluster_id, snapshot_time,
+            group_type, group_key, group_label, sub_cluster_id, resolution, snapshot_time,
             polygon, center_point, area_sq_nm, member_count,
             zone_id, zone_name, members, color
         ) VALUES (
-            %s, %s, %s, %s, %s,
+            %s, %s, %s, %s, %s, %s,
             ST_GeomFromText(%s, 4326), ST_GeomFromText(%s, 4326),
             %s, %s, %s, %s, %s::jsonb, %s
         )
@@ -176,6 +176,7 @@ def save_group_snapshots(snapshots: list[dict]) -> int:
                             s['group_key'],
                             s['group_label'],
                             s.get('sub_cluster_id', 0),
+                            s.get('resolution', '6h'),
                             s['snapshot_time'],
                             s.get('polygon_wkt'),
                             s.get('center_wkt'),

prediction/db/snpdb.py

@@ -60,12 +60,13 @@ def fetch_all_tracks(hours: int = 24) -> pd.DataFrame:
     """한국 해역 전 선박의 궤적 포인트를 조회한다.
 
     LineStringM 지오메트리에서 개별 포인트를 추출하며,
-    한국 해역(124-132E, 32-39N) 내 최근 N시간 데이터를 반환한다.
+    한국 해역(122-132E, 31-39N) 내 최근 N시간 데이터를 반환한다.
     """
     query = f"""
         SELECT
           t.mmsi,
           to_timestamp(ST_M((dp).geom)) as timestamp,
+          t.time_bucket,
           ST_Y((dp).geom) as lat,
           ST_X((dp).geom) as lon,
           CASE
@@ -75,7 +76,7 @@ def fetch_all_tracks(hours: int = 24) -> pd.DataFrame:
         FROM signal.t_vessel_tracks_5min t,
              LATERAL ST_DumpPoints(t.track_geom) dp
         WHERE t.time_bucket >= NOW() - INTERVAL '{hours} hours'
-          AND t.track_geom && ST_MakeEnvelope(124, 32, 132, 39, 4326)
+          AND t.track_geom && ST_MakeEnvelope(122, 31, 132, 39, 4326)
         ORDER BY t.mmsi, to_timestamp(ST_M((dp).geom))
     """
 
@@ -104,6 +105,7 @@ def fetch_incremental(last_bucket: datetime) -> pd.DataFrame:
         SELECT
           t.mmsi,
           to_timestamp(ST_M((dp).geom)) as timestamp,
+          t.time_bucket,
           ST_Y((dp).geom) as lat,
           ST_X((dp).geom) as lon,
           CASE
@@ -113,7 +115,7 @@ def fetch_incremental(last_bucket: datetime) -> pd.DataFrame:
         FROM signal.t_vessel_tracks_5min t,
              LATERAL ST_DumpPoints(t.track_geom) dp
         WHERE t.time_bucket > %s
-          AND t.track_geom && ST_MakeEnvelope(124, 32, 132, 39, 4326)
+          AND t.track_geom && ST_MakeEnvelope(122, 31, 132, 39, 4326)
         ORDER BY t.mmsi, to_timestamp(ST_M((dp).geom))
     """