feat(incidents): 이미지 분석 연동 강화 및 사고 팝업 리뉴얼

- 사고별 이미지 분석 API 및 항공 미디어 조회 연동 - 사고 마커 팝업 디자인 개선, 필터링된 사고만 지도 표시 - 이미지 분석 시 사고명 파라미터 지원, 기본 예측시간 6시간으로 변경 - 유출량 정밀도 NUMERIC(14,10) 확대 (migration 031) - OpenDrift 유종 매핑 수정 (원유, 등유)
2026-04-13 16:41:56 +09:00 · 2026-04-13 16:41:56 +09:00 · 2640d882da
--- a/backend/src/incidents/incidentsRouter.ts
+++ b/backend/src/incidents/incidentsRouter.ts
@ -7,6 +7,7 @@ import {
  getIncidentWeather,
  saveIncidentWeather,
  getIncidentMedia,
+  getIncidentImageAnalysis,
 } from './incidentsService.js';

 const router = Router();
@ -133,4 +134,26 @@ router.get('/:sn/media', requireAuth, async (req, res) => {
  }
 });

+// ============================================================
+// GET /api/incidents/:sn/image-analysis — 이미지 분석 데이터
+// ============================================================
+router.get('/:sn/image-analysis', requireAuth, async (req, res) => {
+  try {
+    const sn = parseInt(req.params.sn as string, 10);
+    if (isNaN(sn)) {
+      res.status(400).json({ error: '유효하지 않은 사고 번호입니다.' });
+      return;
+    }
+    const data = await getIncidentImageAnalysis(sn);
+    if (!data) {
+      res.status(404).json({ error: '이미지 분석 데이터가 없습니다.' });
+      return;
+    }
+    res.json(data);
+  } catch (err) {
+    console.error('[incidents] 이미지 분석 데이터 조회 오류:', err);
+    res.status(500).json({ error: '이미지 분석 데이터 조회 중 오류가 발생했습니다.' });
+  }
+});
+
 export default router;
--- a/backend/src/incidents/incidentsService.ts
+++ b/backend/src/incidents/incidentsService.ts
@ -24,7 +24,9 @@ interface IncidentListItem {
  spilQty: number | null;
  spilUnitCd: string | null;
  fcstHr: number | null;
+  hasPredCompleted: boolean;
  mediaCnt: number;
+  hasImgAnalysis: boolean;
 }

 interface PredExecItem {
@ -111,11 +113,17 @@ export async function listIncidents(filters: {
           a.LAT, a.LNG, a.LOC_DC, a.OCCRN_DTM, a.REGION_NM, a.OFFICE_NM,
           a.SVRT_CD, a.VESSEL_TP, a.PHASE_CD, a.ANALYST_NM,
           s.OIL_TP_CD, s.SPIL_QTY, s.SPIL_UNIT_CD, s.FCST_HR,
+           COALESCE(s.HAS_IMG_ANALYSIS, FALSE) AS has_img_analysis,
+           EXISTS (
+             SELECT 1 FROM wing.PRED_EXEC pe
+             WHERE pe.ACDNT_SN = a.ACDNT_SN AND pe.EXEC_STTS_CD = 'COMPLETED'
+           ) AS has_pred_completed,
           COALESCE(m.PHOTO_CNT, 0) + COALESCE(m.VIDEO_CNT, 0)
             + COALESCE(m.SAT_CNT, 0) + COALESCE(m.CCTV_CNT, 0) AS media_cnt
    FROM wing.ACDNT a
    LEFT JOIN LATERAL (
-      SELECT OIL_TP_CD, SPIL_QTY, SPIL_UNIT_CD, FCST_HR
+      SELECT OIL_TP_CD, SPIL_QTY, SPIL_UNIT_CD, FCST_HR,
+             IMG_RSLT_DATA IS NOT NULL AS HAS_IMG_ANALYSIS
      FROM wing.SPIL_DATA
      WHERE ACDNT_SN = a.ACDNT_SN
      ORDER BY SPIL_DATA_SN
@ -148,7 +156,9 @@ export async function listIncidents(filters: {
    spilQty: r.spil_qty != null ? parseFloat(r.spil_qty as string) : null,
    spilUnitCd: (r.spil_unit_cd as string) ?? null,
    fcstHr: (r.fcst_hr as number) ?? null,
+    hasPredCompleted: r.has_pred_completed as boolean,
    mediaCnt: Number(r.media_cnt),
+    hasImgAnalysis: (r.has_img_analysis as boolean) ?? false,
  }));
 }

@ -162,11 +172,17 @@ export async function getIncident(acdntSn: number): Promise<IncidentDetail | nul
           a.LAT, a.LNG, a.LOC_DC, a.OCCRN_DTM, a.REGION_NM, a.OFFICE_NM,
           a.SVRT_CD, a.VESSEL_TP, a.PHASE_CD, a.ANALYST_NM,
           s.OIL_TP_CD, s.SPIL_QTY, s.SPIL_UNIT_CD, s.FCST_HR,
+           COALESCE(s.HAS_IMG_ANALYSIS, FALSE) AS has_img_analysis,
+           EXISTS (
+             SELECT 1 FROM wing.PRED_EXEC pe
+             WHERE pe.ACDNT_SN = a.ACDNT_SN AND pe.EXEC_STTS_CD = 'COMPLETED'
+           ) AS has_pred_completed,
           COALESCE(m.PHOTO_CNT, 0) + COALESCE(m.VIDEO_CNT, 0)
             + COALESCE(m.SAT_CNT, 0) + COALESCE(m.CCTV_CNT, 0) AS media_cnt
    FROM wing.ACDNT a
    LEFT JOIN LATERAL (
-      SELECT OIL_TP_CD, SPIL_QTY, SPIL_UNIT_CD, FCST_HR
+      SELECT OIL_TP_CD, SPIL_QTY, SPIL_UNIT_CD, FCST_HR,
+             IMG_RSLT_DATA IS NOT NULL AS HAS_IMG_ANALYSIS
      FROM wing.SPIL_DATA
      WHERE ACDNT_SN = a.ACDNT_SN
      ORDER BY SPIL_DATA_SN
@ -205,7 +221,9 @@ export async function getIncident(acdntSn: number): Promise<IncidentDetail | nul
    spilQty: r.spil_qty != null ? parseFloat(r.spil_qty as string) : null,
    spilUnitCd: (r.spil_unit_cd as string) ?? null,
    fcstHr: (r.fcst_hr as number) ?? null,
+    hasPredCompleted: r.has_pred_completed as boolean,
    mediaCnt: Number(r.media_cnt),
+    hasImgAnalysis: (r.has_img_analysis as boolean) ?? false,
    predictions,
    weather,
    media,
@ -419,3 +437,21 @@ export async function getIncidentMedia(acdntSn: number): Promise<MediaInfo | nul
    cctvMeta: (r.cctv_meta as Record<string, unknown>) ?? null,
  };
 }
+
+// ============================================================
+// 이미지 분석 데이터 조회
+// ============================================================
+export async function getIncidentImageAnalysis(acdntSn: number): Promise<Record<string, unknown> | null> {
+  const sql = `
+    SELECT IMG_RSLT_DATA
+    FROM wing.SPIL_DATA
+    WHERE ACDNT_SN = $1 AND IMG_RSLT_DATA IS NOT NULL
+    ORDER BY SPIL_DATA_SN
+    LIMIT 1
+  `;
+
+  const { rows } = await wingPool.query(sql, [acdntSn]);
+  if (rows.length === 0) return null;
+
+  return (rows[0] as Record<string, unknown>).img_rslt_data as Record<string, unknown>;
+}
--- a/backend/src/prediction/imageAnalyzeService.ts
+++ b/backend/src/prediction/imageAnalyzeService.ts
@ -74,7 +74,7 @@ function parseMeta(metaStr: string): { lat: number; lon: number; occurredAt: str
  return { lat, lon, occurredAt };
 }

-export async function analyzeImageFile(imageBuffer: Buffer, originalName: string): Promise<ImageAnalyzeResult> {
+export async function analyzeImageFile(imageBuffer: Buffer, originalName: string, acdntNmOverride?: string): Promise<ImageAnalyzeResult> {
  const fileId = crypto.randomUUID();

  // camTy는 현재 "mx15hdi"로 하드코딩한다.
@ -122,7 +122,7 @@ export async function analyzeImageFile(imageBuffer: Buffer, originalName: string
  const volume = firstOil?.volume ?? 0;

  // ACDNT INSERT
-  const acdntNm = `이미지분석_${new Date().toISOString().slice(0, 16).replace('T', ' ')}`;
+  const acdntNm = acdntNmOverride?.trim() || `이미지분석_${new Date().toISOString().slice(0, 16).replace('T', ' ')}`;
  const acdntRes = await wingPool.query(
    `INSERT INTO wing.ACDNT
       (ACDNT_CD, ACDNT_NM, ACDNT_TP_CD, OCCRN_DTM, LAT, LNG, ACDNT_STTS_CD, USE_YN, REG_DTM)
@ -145,7 +145,7 @@ export async function analyzeImageFile(imageBuffer: Buffer, originalName: string
  await wingPool.query(
    `INSERT INTO wing.SPIL_DATA
       (ACDNT_SN, OIL_TP_CD, SPIL_QTY, SPIL_UNIT_CD, SPIL_TP_CD, FCST_HR, IMG_RSLT_DATA, REG_DTM)
-     VALUES ($1, $2, $3, 'KL', 'CONTINUOUS', 48, $4, NOW())`,
+     VALUES ($1, $2, $3, 'KL', 'CONTINUOUS', 6, $4, NOW())`,
    [
      acdntSn,
      OIL_DB_CODE_MAP[oilType] ?? 'BUNKER_C',
--- a/backend/src/prediction/predictionRouter.ts
+++ b/backend/src/prediction/predictionRouter.ts
@ -230,7 +230,8 @@ router.post(
        res.status(400).json({ error: '이미지 파일이 필요합니다' });
        return;
      }
-      const result = await analyzeImageFile(req.file.buffer, req.file.originalname);
+      const acdntNm = typeof req.body?.acdntNm === 'string' ? req.body.acdntNm : undefined;
+      const result = await analyzeImageFile(req.file.buffer, req.file.originalname, acdntNm);
      res.json(result);
    } catch (err: unknown) {
      if (err instanceof Error) {
--- a/backend/src/routes/simulation.ts
+++ b/backend/src/routes/simulation.ts
@ -20,9 +20,9 @@ const POLL_TIMEOUT_MS = 30 * 60 * 1000 // 30분
 const OIL_TYPE_MAP: Record<string, string> = {
  '벙커C유': 'GENERIC BUNKER C',
  '경유':    'GENERIC DIESEL',
-  '원유':    'WEST TEXAS INTERMEDIATE (WTI)',
+  '원유':    'WEST TEXAS INTERMEDIATE',
  '중유':    'GENERIC HEAVY FUEL OIL',
-  '등유':    'FUEL OIL NO.1 (KEROSENE)',
+  '등유':    'FUEL OIL NO.1 (KEROSENE) ',
  '휘발유':  'GENERIC GASOLINE',
 }

--- a/database/init.sql
+++ b/database/init.sql
@ -293,7 +293,7 @@ CREATE TABLE SPIL_DATA (
  SPIL_DATA_SN    SERIAL        NOT NULL,  -- 유출정보순번
  ACDNT_SN        INTEGER       NOT NULL,  -- 사고순번
  OIL_TP_CD       VARCHAR(50)   NOT NULL,  -- 유종코드
-  SPIL_QTY        NUMERIC(12,2),           -- 유출량
+  SPIL_QTY        NUMERIC(14,10),          -- 유출량
  SPIL_UNIT_CD    VARCHAR(10)   DEFAULT 'KL', -- 유출단위코드
  SPIL_TP_CD      VARCHAR(20),             -- 유출유형코드
  SPIL_LOC_GEOM   GEOMETRY(Point, 4326),   -- 유출위치지오메트리
--- a/database/migration/009_incidents.sql
+++ b/database/migration/009_incidents.sql
@ -40,7 +40,7 @@ CREATE TABLE IF NOT EXISTS SPIL_DATA (
  SPIL_DATA_SN    SERIAL        NOT NULL,
  ACDNT_SN        INTEGER       NOT NULL,
  OIL_TP_CD       VARCHAR(50)   NOT NULL,
-  SPIL_QTY        NUMERIC(12,2),
+  SPIL_QTY        NUMERIC(14,10),
  SPIL_UNIT_CD    VARCHAR(10)   DEFAULT 'KL',
  SPIL_TP_CD      VARCHAR(20),
  FCST_HR         INTEGER,
--- a/database/migration/013_hns_analysis.sql
+++ b/database/migration/013_hns_analysis.sql
@ -21,7 +21,7 @@ CREATE TABLE IF NOT EXISTS HNS_ANALYSIS (
  SBST_NM          VARCHAR(100),
  UN_NO            VARCHAR(10),
  CAS_NO           VARCHAR(20),
-  SPIL_QTY         NUMERIC(10,2),
+  SPIL_QTY         NUMERIC(14,10),
  SPIL_UNIT_CD     VARCHAR(10) DEFAULT 'KL',
  SPIL_TP_CD       VARCHAR(20),
  FCST_HR          INTEGER,
--- a/database/migration/031_spil_qty_precision.sql
+++ b/database/migration/031_spil_qty_precision.sql
@ -0,0 +1,7 @@
+-- 031: 유출량(SPIL_QTY) 소수점 정밀도 확대
+-- 이미지 분석 결과로 1e-7 수준의 매우 작은 유출량을 저장할 수 있도록
+-- NUMERIC(12,2) / NUMERIC(10,2) → NUMERIC(14,10) 으로 변경
+-- 정수부 최대 4자리, 소수부 10자리
+
+ALTER TABLE wing.SPIL_DATA ALTER COLUMN SPIL_QTY TYPE NUMERIC(14,10);
+ALTER TABLE wing.HNS_ANALY ALTER COLUMN SPIL_QTY TYPE NUMERIC(14,10);
--- a/frontend/src/common/styles/components.css
+++ b/frontend/src/common/styles/components.css
@ -4,6 +4,21 @@
  z-index: 500;
 }

+/* 사고 팝업 — @layer 밖에 위치해야 MapLibre 기본 스타일을 덮어씀 */
+.incident-popup .maplibregl-popup-content {
+  background: transparent;
+  border-radius: 0;
+  padding: 0;
+  box-shadow: none;
+  border: none;
+}
+.incident-popup .maplibregl-popup-tip {
+  border-top-color: var(--bg-elevated);
+  border-bottom-color: var(--bg-elevated);
+  border-left-color: transparent;
+  border-right-color: transparent;
+}
+
@layer components {
  /* ═══ CCTV 지도 팝업 (어두운 톤) ═══ */
  .cctv-dark-popup .maplibregl-popup-content {
--- a/frontend/src/tabs/incidents/components/ImageAnalysisModal.tsx
+++ b/frontend/src/tabs/incidents/components/ImageAnalysisModal.tsx
@ -0,0 +1,2 @@
+// 이 파일은 사용되지 않습니다. 이미지 보기 기능은 MediaModal에 통합되었습니다.
+export {};
--- a/frontend/src/tabs/incidents/components/IncidentsLeftPanel.tsx
+++ b/frontend/src/tabs/incidents/components/IncidentsLeftPanel.tsx
@ -15,12 +15,14 @@ export interface Incident {
  prediction?: string;
  vesselName?: string;
  mediaCount?: number;
+  hasImgAnalysis?: boolean;
 }

 interface IncidentsLeftPanelProps {
  incidents: Incident[];
  selectedIncidentId: string | null;
  onIncidentSelect: (id: string | null) => void;
+  onFilteredChange?: (filtered: Incident[]) => void;
 }

 const PERIOD_PRESETS = ['오늘', '1주일', '1개월', '3개월', '6개월', '1년'] as const;
@ -75,6 +77,7 @@ export function IncidentsLeftPanel({
  incidents,
  selectedIncidentId,
  onIncidentSelect,
+  onFilteredChange,
 }: IncidentsLeftPanelProps) {
  const today = formatDate(new Date());
  const todayLabel = today.replace(/-/g, '-');
@ -157,6 +160,10 @@ export function IncidentsLeftPanel({
    });
  }, [incidents, searchTerm, selectedRegion, selectedStatus, dateFrom, dateTo]);

+  useEffect(() => {
+    onFilteredChange?.(filteredIncidents);
+  }, [filteredIncidents, onFilteredChange]);
+
  const regionCounts = useMemo(() => {
    const dateFiltered = incidents.filter((i) => {
      const matchesSearch =
@ -551,6 +558,27 @@ export function IncidentsLeftPanel({
                        📹 <span className="text-caption">{inc.mediaCount}</span>
                      </button>
                    )}
+                    {inc.hasImgAnalysis && (
+                      <button
+                        onClick={(e) => {
+                          e.stopPropagation();
+                          setMediaModalIncident(inc);
+                        }}
+                        title="현장 이미지 보기"
+                        className="cursor-pointer text-label-2"
+                        style={{
+                          padding: '3px 7px',
+                          borderRadius: '4px',
+                          lineHeight: 1,
+                          border: '1px solid rgba(59,130,246,0.25)',
+                          background: 'rgba(59,130,246,0.08)',
+                          color: '#60a5fa',
+                          transition: '0.15s',
+                        }}
+                      >
+                        📷
+                      </button>
+                    )}
                  </div>
                </div>
              </div>
--- a/frontend/src/tabs/incidents/components/IncidentsView.tsx
+++ b/frontend/src/tabs/incidents/components/IncidentsView.tsx
@ -129,6 +129,7 @@ interface HoverInfo {
   ════════════════════════════════════════════════════ */
 export function IncidentsView() {
  const [incidents, setIncidents] = useState<IncidentCompat[]>([]);
+  const [filteredIncidents, setFilteredIncidents] = useState<IncidentCompat[]>([]);
  const [selectedIncidentId, setSelectedIncidentId] = useState<string | null>(null);
  const [selectedVessel, setSelectedVessel] = useState<Vessel | null>(null);
  const [detailVessel, setDetailVessel] = useState<Vessel | null>(null);
@ -249,7 +250,7 @@ export function IncidentsView() {
    () =>
      new ScatterplotLayer({
        id: 'incidents',
-        data: incidents,
+        data: filteredIncidents,
        getPosition: (d: IncidentCompat) => [d.location.lon, d.location.lat],
        getRadius: (d: IncidentCompat) => (selectedIncidentId === d.id ? 16 : 12),
        getFillColor: (d: IncidentCompat) => getMarkerColor(d.status),
@ -290,7 +291,7 @@ export function IncidentsView() {
          getLineWidth: [selectedIncidentId],
        },
      }),
-    [incidents, selectedIncidentId],
+    [filteredIncidents, selectedIncidentId],
  );

  // ── 선박 방향 지시 아이콘 (삼각형 SVG → IconLayer) ──────
@ -577,6 +578,7 @@ export function IncidentsView() {
        incidents={incidents}
        selectedIncidentId={selectedIncidentId}
        onIncidentSelect={setSelectedIncidentId}
+        onFilteredChange={setFilteredIncidents}
      />

      {/* Center - Map + Analysis Views */}
@ -689,29 +691,15 @@ export function IncidentsView() {
                    latitude={incidentPopup.latitude}
                    anchor="bottom"
                    onClose={() => setIncidentPopup(null)}
-                    closeButton={true}
+                    closeButton={false}
                    closeOnClick={false}
+                    className="incident-popup"
+                    maxWidth="none"
                  >
-                    <div className="text-center min-w-[180px] text-xs">
-                      <div className="font-semibold text-fg" style={{ marginBottom: 6 }}>
-                        {incidentPopup.incident.name}
-                      </div>
-                      <div className="text-label-2 text-fg-disabled leading-[1.6]">
-                        <div>상태: {getStatusLabel(incidentPopup.incident.status)}</div>
-                        <div>
-                          일시: {incidentPopup.incident.date} {incidentPopup.incident.time}
-                        </div>
-                        <div>관할: {incidentPopup.incident.office}</div>
-                        {incidentPopup.incident.causeType && (
-                          <div>원인: {incidentPopup.incident.causeType}</div>
-                        )}
-                        {incidentPopup.incident.prediction && (
-                          <div className="text-color-accent">
-                            {incidentPopup.incident.prediction}
-                          </div>
-                        )}
-                      </div>
-                    </div>
+                    <IncidentPopupContent
+                      incident={incidentPopup.incident}
+                      onClose={() => setIncidentPopup(null)}
+                    />
                  </Popup>
                )}
              </MapLibre>
@ -1443,6 +1431,165 @@ function PopupRow({
  );
 }

+/* ════════════════════════════════════════════════════
+   IncidentPopupContent – 사고 마커 클릭 팝업
+   ════════════════════════════════════════════════════ */
+function IncidentPopupContent({
+  incident: inc,
+  onClose,
+}: {
+  incident: IncidentCompat;
+  onClose: () => void;
+}) {
+  const dotColor: Record<string, string> = {
+    active: 'var(--color-danger)',
+    investigating: 'var(--color-warning)',
+    closed: 'var(--fg-disabled)',
+  };
+  const stBg: Record<string, string> = {
+    active: 'rgba(239,68,68,0.15)',
+    investigating: 'rgba(249,115,22,0.15)',
+    closed: 'rgba(100,116,139,0.15)',
+  };
+  const stColor: Record<string, string> = {
+    active: 'var(--color-danger)',
+    investigating: 'var(--color-warning)',
+    closed: 'var(--fg-disabled)',
+  };
+
+  return (
+    <div
+      style={{
+        width: 260,
+        background: 'var(--bg-elevated)',
+        border: '1px solid var(--stroke-default)',
+        borderRadius: 10,
+        boxShadow: '0 12px 40px rgba(0,0,0,0.5)',
+        overflow: 'hidden',
+      }}
+    >
+      {/* Header */}
+      <div
+        className="flex items-center gap-2 border-b border-stroke"
+        style={{ padding: '10px 14px' }}
+      >
+        <span
+          className="shrink-0"
+          style={{
+            width: 8,
+            height: 8,
+            borderRadius: '50%',
+            background: dotColor[inc.status],
+            boxShadow: inc.status !== 'closed' ? `0 0 6px ${dotColor[inc.status]}` : 'none',
+          }}
+        />
+        <div className="flex-1 min-w-0 text-label-1 font-bold text-fg whitespace-nowrap overflow-hidden text-ellipsis">
+          {inc.name}
+        </div>
+        <span
+          onClick={onClose}
+          className="cursor-pointer text-fg-disabled hover:text-fg flex items-center justify-center"
+          style={{
+            width: 22,
+            height: 22,
+            borderRadius: 'var(--radius-sm)',
+            fontSize: 14,
+            lineHeight: 1,
+            transition: '0.15s',
+          }}
+        >
+          ✕
+        </span>
+      </div>
+
+      {/* Tags */}
+      <div
+        className="flex flex-wrap gap-1.5 border-b border-stroke"
+        style={{ padding: '8px 14px' }}
+      >
+        <span
+          className="text-caption font-semibold rounded-sm"
+          style={{
+            padding: '2px 8px',
+            background: stBg[inc.status],
+            border: `1px solid ${stColor[inc.status]}`,
+            color: stColor[inc.status],
+          }}
+        >
+          {getStatusLabel(inc.status)}
+        </span>
+        {inc.causeType && (
+          <span
+            className="text-caption font-medium text-fg-sub rounded-sm"
+            style={{
+              padding: '2px 8px',
+              background: 'rgba(100,116,139,0.08)',
+              border: '1px solid rgba(100,116,139,0.2)',
+            }}
+          >
+            {inc.causeType}
+          </span>
+        )}
+        {inc.oilType && (
+          <span
+            className="text-caption font-medium text-color-warning rounded-sm"
+            style={{
+              padding: '2px 8px',
+              background: 'rgba(249,115,22,0.08)',
+              border: '1px solid rgba(249,115,22,0.2)',
+            }}
+          >
+            {inc.oilType}
+          </span>
+        )}
+      </div>
+
+      {/* Info rows */}
+      <div style={{ padding: '4px 0' }}>
+        <div
+          className="flex justify-between text-caption"
+          style={{ padding: '5px 14px', borderBottom: '1px solid rgba(48,54,61,0.4)' }}
+        >
+          <span className="text-fg-disabled">일시</span>
+          <span className="text-fg-sub font-semibold font-mono">
+            {inc.date} {inc.time}
+          </span>
+        </div>
+        <div
+          className="flex justify-between text-caption"
+          style={{ padding: '5px 14px', borderBottom: '1px solid rgba(48,54,61,0.4)' }}
+        >
+          <span className="text-fg-disabled">관할</span>
+          <span className="text-fg-sub font-semibold">{inc.office}</span>
+        </div>
+        <div
+          className="flex justify-between text-caption"
+          style={{ padding: '5px 14px' }}
+        >
+          <span className="text-fg-disabled">지역</span>
+          <span className="text-fg-sub font-semibold">{inc.region}</span>
+        </div>
+      </div>
+
+      {/* Prediction badge */}
+      {inc.prediction && (
+        <div className="border-t border-stroke" style={{ padding: '8px 14px' }}>
+          <span
+            className="text-caption font-semibold text-color-accent rounded-sm"
+            style={{
+              padding: '3px 10px',
+              background: 'rgba(6,182,212,0.1)',
+              border: '1px solid rgba(6,182,212,0.25)',
+            }}
+          >
+            {inc.prediction}
+          </span>
+        </div>
+      )}
+    </div>
+  );
+}
+
 /* ════════════════════════════════════════════════════
   VesselDetailModal
   ════════════════════════════════════════════════════ */
--- a/frontend/src/tabs/incidents/components/MediaModal.tsx
+++ b/frontend/src/tabs/incidents/components/MediaModal.tsx
@ -1,7 +1,7 @@
 import { useState, useEffect } from 'react';
 import type { Incident } from './IncidentsLeftPanel';
-import { fetchIncidentMedia } from '../services/incidentsApi';
-import type { MediaInfo } from '../services/incidentsApi';
+import { fetchIncidentMedia, fetchIncidentAerialMedia, getMediaImageUrl } from '../services/incidentsApi';
+import type { MediaInfo, AerialMediaItem } from '../services/incidentsApi';

 type MediaTab = 'all' | 'photo' | 'video' | 'satellite' | 'cctv';

@ -35,9 +35,12 @@ export function MediaModal({ incident, onClose }: { incident: Incident; onClose:
  const [activeTab, setActiveTab] = useState<MediaTab>('all');
  const [selectedCam, setSelectedCam] = useState(0);
  const [media, setMedia] = useState<MediaInfo | null>(null);
+  const [aerialImages, setAerialImages] = useState<AerialMediaItem[]>([]);
+  const [selectedImageIdx, setSelectedImageIdx] = useState(0);

  useEffect(() => {
    fetchIncidentMedia(parseInt(incident.id)).then(setMedia);
+    fetchIncidentAerialMedia(parseInt(incident.id)).then(setAerialImages);
  }, [incident.id]);

  // Timeline dots (UI constant)
@ -75,7 +78,7 @@ export function MediaModal({ incident, onClose }: { incident: Incident; onClose:
    );
  }

-  const total = media.photoCnt + media.videoCnt + media.satCnt + media.cctvCnt;
+  const total = (media.photoCnt ?? 0) + (media.videoCnt ?? 0) + (media.satCnt ?? 0) + (media.cctvCnt ?? 0) + aerialImages.length;

  const showPhoto = activeTab === 'all' || activeTab === 'photo';
  const showVideo = activeTab === 'all' || activeTab === 'video';
@ -233,61 +236,171 @@ export function MediaModal({ incident, onClose }: { incident: Incident; onClose:
                <div className="flex items-center gap-[6px]">
                  <span className="text-label-1">📷</span>
                  <span className="text-label-1 font-bold text-fg">
-                    현장사진 — {str(media.photoMeta, 'title', '현장 사진')}
+                    현장사진 — {aerialImages.length > 0 ? `${aerialImages.length}장` : str(media.photoMeta, 'title', '현장 사진')}
                  </span>
                </div>
                <div className="flex gap-[4px]">
-                  <NavBtn label="◀" /> <NavBtn label="▶" /> <NavBtn label="↗" />
+                  {aerialImages.length > 1 && (
+                    <>
+                      <NavBtn label="◀" onClick={() => setSelectedImageIdx((p) => Math.max(0, p - 1))} />
+                      <NavBtn label="▶" onClick={() => setSelectedImageIdx((p) => Math.min(aerialImages.length - 1, p + 1))} />
+                    </>
+                  )}
+                  <NavBtn label="↗" />
                </div>
              </div>
              {/* Photo content */}
-              <div className="flex-1 flex items-center justify-center flex-col gap-2">
-                <div className="text-[48px]" style={{ color: 'var(--stroke-default)' }}>
-                  📷
-                </div>
-                <div className="text-label-1 text-fg-sub font-semibold">
-                  {incident.name.replace('유류유출', '유출 현장').replace('오염', '현장')} 해상 사진
-                </div>
-                <div className="text-caption text-fg-disabled font-mono">
-                  {str(media.photoMeta, 'date')} · {str(media.photoMeta, 'by')}
-                </div>
+              <div className="flex-1 flex items-center justify-center overflow-hidden relative">
+                {aerialImages.length > 0 ? (
+                  <>
+                    <img
+                      src={getMediaImageUrl(aerialImages[selectedImageIdx].aerialMediaSn)}
+                      alt={aerialImages[selectedImageIdx].orgnlNm ?? '현장 사진'}
+                      style={{ width: '100%', height: '100%', objectFit: 'contain' }}
+                      onError={(e) => {
+                        (e.target as HTMLImageElement).style.display = 'none';
+                        (e.target as HTMLImageElement).nextElementSibling?.classList.remove('hidden');
+                      }}
+                    />
+                    <div className="hidden flex-col items-center gap-2">
+                      <div className="text-[48px]" style={{ color: 'var(--stroke-default)' }}>📷</div>
+                      <div className="text-label-1 text-fg-disabled">이미지를 불러올 수 없습니다</div>
+                    </div>
+                    {aerialImages.length > 1 && (
+                      <>
+                        <button
+                          onClick={() => setSelectedImageIdx((prev) => Math.max(0, prev - 1))}
+                          className="absolute left-2 top-1/2 -translate-y-1/2 flex items-center justify-center text-fg-disabled cursor-pointer rounded"
+                          style={{
+                            width: 28, height: 28,
+                            background: 'rgba(0,0,0,0.5)',
+                            border: '1px solid var(--stroke-default)',
+                            opacity: selectedImageIdx === 0 ? 0.3 : 1,
+                          }}
+                          disabled={selectedImageIdx === 0}
+                        >
+                          ◀
+                        </button>
+                        <button
+                          onClick={() => setSelectedImageIdx((prev) => Math.min(aerialImages.length - 1, prev + 1))}
+                          className="absolute right-2 top-1/2 -translate-y-1/2 flex items-center justify-center text-fg-disabled cursor-pointer rounded"
+                          style={{
+                            width: 28, height: 28,
+                            background: 'rgba(0,0,0,0.5)',
+                            border: '1px solid var(--stroke-default)',
+                            opacity: selectedImageIdx === aerialImages.length - 1 ? 0.3 : 1,
+                          }}
+                          disabled={selectedImageIdx === aerialImages.length - 1}
+                        >
+                          ▶
+                        </button>
+                      </>
+                    )}
+                    <div
+                      className="absolute bottom-2 left-1/2 -translate-x-1/2 text-caption font-mono text-fg-disabled"
+                      style={{
+                        padding: '2px 8px',
+                        background: 'rgba(0,0,0,0.6)',
+                        borderRadius: 4,
+                      }}
+                    >
+                      {selectedImageIdx + 1} / {aerialImages.length}
+                    </div>
+                  </>
+                ) : (
+                  <div className="flex flex-col items-center gap-2">
+                    <div className="text-[48px]" style={{ color: 'var(--stroke-default)' }}>📷</div>
+                    <div className="text-label-1 text-fg-sub font-semibold">
+                      {incident.name.replace('유류유출', '유출 현장').replace('오염', '현장')} 해상 사진
+                    </div>
+                    <div className="text-caption text-fg-disabled font-mono">
+                      {str(media.photoMeta, 'date')} · {str(media.photoMeta, 'by')}
+                    </div>
+                  </div>
+                )}
              </div>
              {/* Thumbnails */}
              <div
                className="shrink-0"
                style={{ padding: '8px 12px', borderTop: '1px solid var(--stroke-light)' }}
              >
-                <div className="flex gap-1.5" style={{ marginBottom: 6 }}>
-                  {Array.from({ length: Math.min(num(media.photoMeta, 'thumbCount'), 7) }).map(
-                    (_, i) => (
-                      <div
-                        key={i}
-                        className="flex items-center justify-center text-title-3 cursor-pointer"
-                        style={{
-                          width: 40,
-                          height: 36,
-                          borderRadius: 4,
-                          color: 'var(--stroke-default)',
-                          background: i === 0 ? 'rgba(168,85,247,0.15)' : 'var(--bg-elevated)',
-                          border:
-                            i === 0
-                              ? '2px solid rgba(168,85,247,0.5)'
+                {aerialImages.length > 0 ? (
+                  <>
+                    <div className="flex gap-1.5 overflow-x-auto" style={{ marginBottom: 6 }}>
+                      {aerialImages.map((img, i) => (
+                        <div
+                          key={img.aerialMediaSn}
+                          className="shrink-0 cursor-pointer overflow-hidden"
+                          style={{
+                            width: 48,
+                            height: 40,
+                            borderRadius: 4,
+                            background: i === selectedImageIdx ? 'rgba(6,182,212,0.15)' : 'var(--bg-elevated)',
+                            border: i === selectedImageIdx
+                              ? '2px solid rgba(6,182,212,0.5)'
                              : '1px solid var(--stroke-default)',
-                        }}
-                      >
-                        📷
-                      </div>
-                    ),
-                  )}
-                </div>
-                <div className="flex justify-between items-center">
-                  <span className="text-caption text-fg-disabled">
-                    📷 사진 {num(media.photoMeta, 'thumbCount')}장 · {str(media.photoMeta, 'stage')}
-                  </span>
-                  <span className="text-caption text-color-tertiary cursor-pointer">
-                    🔗 R&D 연계
-                  </span>
-                </div>
+                          }}
+                          onClick={() => setSelectedImageIdx(i)}
+                        >
+                          <img
+                            src={getMediaImageUrl(img.aerialMediaSn)}
+                            alt={img.orgnlNm ?? `사진 ${i + 1}`}
+                            style={{ width: '100%', height: '100%', objectFit: 'cover' }}
+                            onError={(e) => {
+                              const el = e.target as HTMLImageElement;
+                              el.style.display = 'none';
+                            }}
+                          />
+                        </div>
+                      ))}
+                    </div>
+                    <div className="flex justify-between items-center">
+                      <span className="text-caption text-fg-disabled">
+                        📷 사진 {aerialImages.length}장
+                        {aerialImages[selectedImageIdx]?.takngDtm
+                          ? ` · ${new Date(aerialImages[selectedImageIdx].takngDtm!).toLocaleDateString('ko-KR')}`
+                          : ''}
+                      </span>
+                      <span className="text-caption text-fg-disabled font-mono">
+                        {aerialImages[selectedImageIdx]?.orgnlNm ?? ''}
+                      </span>
+                    </div>
+                  </>
+                ) : (
+                  <>
+                    <div className="flex gap-1.5" style={{ marginBottom: 6 }}>
+                      {Array.from({ length: Math.min(num(media.photoMeta, 'thumbCount'), 7) }).map(
+                        (_, i) => (
+                          <div
+                            key={i}
+                            className="flex items-center justify-center text-title-3 cursor-pointer"
+                            style={{
+                              width: 40,
+                              height: 36,
+                              borderRadius: 4,
+                              color: 'var(--stroke-default)',
+                              background: i === 0 ? 'rgba(6,182,212,0.15)' : 'var(--bg-elevated)',
+                              border:
+                                i === 0
+                                  ? '2px solid rgba(6,182,212,0.5)'
+                                  : '1px solid var(--stroke-default)',
+                            }}
+                          >
+                            📷
+                          </div>
+                        ),
+                      )}
+                    </div>
+                    <div className="flex justify-between items-center">
+                      <span className="text-caption text-fg-disabled">
+                        📷 사진 {num(media.photoMeta, 'thumbCount')}장 · {str(media.photoMeta, 'stage')}
+                      </span>
+                      <span className="text-caption text-color-tertiary cursor-pointer">
+                        🔗 R&D 연계
+                      </span>
+                    </div>
+                  </>
+                )}
              </div>
            </div>
          )}
@ -560,16 +673,16 @@ export function MediaModal({ incident, onClose }: { incident: Incident; onClose:
        >
          <div className="flex gap-4 text-caption font-mono text-fg-disabled">
            <span>
-              📷 사진 <b className="text-fg">{media.photoCnt}</b>
+              📷 사진 <b className="text-fg">{aerialImages.length > 0 ? aerialImages.length : (media.photoCnt ?? 0)}</b>
            </span>
            <span>
-              🎬 영상 <b className="text-fg">{media.videoCnt}</b>
+              🎬 영상 <b className="text-fg">{media.videoCnt ?? 0}</b>
            </span>
            <span>
-              🛰 위성 <b className="text-fg">{media.satCnt}</b>
+              🛰 위성 <b className="text-fg">{media.satCnt ?? 0}</b>
            </span>
            <span>
-              📹 CCTV <b className="text-fg">{media.cctvCnt}</b>
+              📹 CCTV <b className="text-fg">{media.cctvCnt ?? 0}</b>
            </span>
            <span>
              📎 총 <b className="text-color-tertiary">{total}건</b>
@ -604,9 +717,10 @@ export function MediaModal({ incident, onClose }: { incident: Incident; onClose:
  );
 }

-function NavBtn({ label }: { label: string }) {
+function NavBtn({ label, onClick }: { label: string; onClick?: () => void }) {
  return (
    <button
+      onClick={onClick}
      className="flex items-center justify-center text-caption text-fg-disabled cursor-pointer rounded bg-bg-elevated"
      style={{
        width: 22,
--- a/frontend/src/tabs/incidents/services/incidentsApi.ts
+++ b/frontend/src/tabs/incidents/services/incidentsApi.ts
@ -24,7 +24,9 @@ export interface IncidentListItem {
  spilQty: number | null;
  spilUnitCd: string | null;
  fcstHr: number | null;
+  hasPredCompleted: boolean;
  mediaCnt: number;
+  hasImgAnalysis: boolean;
 }

 export interface PredExecItem {
@ -89,6 +91,7 @@ export interface IncidentCompat {
  prediction?: string;
  vesselName?: string;
  mediaCount?: number;
+  hasImgAnalysis?: boolean;
 }

 function toCompat(item: IncidentListItem): IncidentCompat {
@ -109,8 +112,9 @@ function toCompat(item: IncidentListItem): IncidentCompat {
    location: { lat: item.lat, lon: item.lng },
    causeType: item.acdntTpCd,
    oilType: item.oilTpCd ?? undefined,
-    prediction: item.fcstHr ? '예측완료' : undefined,
+    prediction: item.hasPredCompleted ? '예측완료' : undefined,
    mediaCount: item.mediaCnt,
+    hasImgAnalysis: item.hasImgAnalysis || undefined,
  };
 }

@ -201,3 +205,40 @@ export async function fetchNearbyOrgs(
  });
  return data;
 }
+
+// ============================================================
+// 사고 관련 이미지 (AERIAL_MEDIA)
+// ============================================================
+
+export interface AerialMediaItem {
+  aerialMediaSn: number;
+  acdntSn: number | null;
+  fileNm: string;
+  orgnlNm: string | null;
+  filePath: string | null;
+  lon: number | null;
+  lat: number | null;
+  locDc: string | null;
+  equipTpCd: string | null;
+  equipNm: string | null;
+  mediaTpCd: string | null;
+  takngDtm: string | null;
+  fileSz: string | null;
+  resolution: string | null;
+  regDtm: string;
+}
+
+export async function fetchIncidentAerialMedia(acdntSn: number): Promise<AerialMediaItem[]> {
+  try {
+    const { data } = await api.get<AerialMediaItem[]>('/aerial/media', {
+      params: { acdntSn },
+    });
+    return data;
+  } catch {
+    return [];
+  }
+}
+
+export function getMediaImageUrl(aerialMediaSn: number): string {
+  return `/api/aerial/media/${aerialMediaSn}/download`;
+}
--- a/frontend/src/tabs/prediction/components/AnalysisListTable.tsx
+++ b/frontend/src/tabs/prediction/components/AnalysisListTable.tsx
@ -58,6 +58,12 @@ export function AnalysisListTable({ onTabChange, onSelectAnalysis }: AnalysisLis
            오류
          </span>
        );
+      case 'failed':
+        return (
+          <span className="px-2 py-1 text-label-2 font-medium rounded-md bg-[rgba(239,68,68,0.15)] text-color-danger">
+            실패
+          </span>
+        );
      default:
        return null;
    }
@ -246,7 +252,11 @@ export function AnalysisListTable({ onTabChange, onSelectAnalysis }: AnalysisLis
                  </td>
                  <td className="px-4 py-3 text-title-3 text-fg-sub">{analysis.oilType}</td>
                  <td className="px-4 py-3 text-title-3 text-fg font-mono text-right font-medium">
-                    {analysis.volume != null ? analysis.volume.toFixed(2) : '—'}
+                    {analysis.volume != null
+                      ? analysis.volume >= 0.01
+                        ? analysis.volume.toFixed(2)
+                        : analysis.volume.toExponential(2)
+                      : '—'}
                  </td>
                  <td className="px-4 py-3 text-center">{getStatusBadge(analysis.kospsStatus)}</td>
                  <td className="px-4 py-3 text-center">
--- a/frontend/src/tabs/prediction/components/OilSpillView.tsx
+++ b/frontend/src/tabs/prediction/components/OilSpillView.tsx
@ -188,7 +188,7 @@ export function OilSpillView() {
    new Set(['OpenDrift']),
  );
  const [visibleModels, setVisibleModels] = useState<Set<PredictionModel>>(new Set(['OpenDrift']));
-  const [predictionTime, setPredictionTime] = useState(48);
+  const [predictionTime, setPredictionTime] = useState(6);
  const [accidentTime, setAccidentTime] = useState<string>('');
  const [spillType, setSpillType] = useState('연속');
  const [oilType, setOilType] = useState('벙커C유');
@ -586,7 +586,7 @@ export function OilSpillView() {
    };
    setOilType(oilTypeMap[analysis.oilType] || '벙커C유');
    setSpillAmount(analysis.volume ?? 100);
-    setPredictionTime(parseInt(analysis.duration) || 48);
+    setPredictionTime(parseInt(analysis.duration) || 6);
    // 모델 상태에 따라 선택 모델 설정
    const models = new Set<PredictionModel>();
    if (analysis.kospsStatus !== 'pending') models.add('KOSPS');
@ -661,7 +661,7 @@ export function OilSpillView() {
    const demoTrajectory = generateDemoTrajectory(
      coord ?? { lat: 37.39, lon: 126.64 },
      demoModels,
-      parseInt(analysis.duration) || 48,
+      parseInt(analysis.duration) || 6,
    );
    setOilTrajectory(demoTrajectory);
    if (coord) setBoomLines(generateAIBoomLines(demoTrajectory, coord, algorithmSettings));
@ -754,7 +754,7 @@ export function OilSpillView() {
    setFlyToCoord({ lat: result.lat, lon: result.lon });
    setAccidentTime(toLocalDateTimeStr(result.occurredAt));
    setOilType(result.oilType);
-    setSpillAmount(parseFloat(result.volume.toFixed(4)));
+    setSpillAmount(parseFloat(result.volume.toFixed(20)));
    setSpillUnit('kL');
    setSelectedAnalysis({
      acdntSn: result.acdntSn,
@ -762,7 +762,7 @@ export function OilSpillView() {
      occurredAt: result.occurredAt,
      analysisDate: '',
      requestor: '',
-      duration: '48',
+      duration: '6',
      oilType: result.oilType,
      volume: result.volume,
      location: '',
--- a/frontend/src/tabs/prediction/components/PredictionInputSection.tsx
+++ b/frontend/src/tabs/prediction/components/PredictionInputSection.tsx
@ -92,7 +92,7 @@ const PredictionInputSection = ({
    setIsAnalyzing(true);
    setAnalyzeError(null);
    try {
-      const result = await analyzeImage(uploadedFile);
+      const result = await analyzeImage(uploadedFile, incidentName);
      setAnalyzeResult(result);
      onImageAnalysisResult?.(result);
    } catch (err: unknown) {
@ -149,23 +149,19 @@ const PredictionInputSection = ({
            </label>
          </div>

-          {/* Direct Input Mode */}
-          {inputMode === 'direct' && (
-            <>
-              <input
-                className="prd-i"
-                placeholder="사고명 직접 입력"
-                value={incidentName}
-                onChange={(e) => onIncidentNameChange(e.target.value)}
-                style={
-                  validationErrors?.has('incidentName')
-                    ? { borderColor: 'var(--color-danger)' }
-                    : undefined
-                }
-              />
-              <input className="prd-i" placeholder="또는 사고 리스트에서 선택" readOnly />
-            </>
-          )}
+          {/* 사고명 입력 (직접입력 / 이미지업로드 공통) */}
+          <input
+            className="prd-i"
+            placeholder="사고명 직접 입력"
+            value={incidentName}
+            onChange={(e) => onIncidentNameChange(e.target.value)}
+            style={
+              validationErrors?.has('incidentName')
+                ? { borderColor: 'var(--color-danger)' }
+                : undefined
+            }
+          />
+          <input className="prd-i" placeholder="또는 사고 리스트에서 선택" readOnly />

          {/* Image Upload Mode */}
          {inputMode === 'upload' && (
@ -353,10 +349,10 @@ const PredictionInputSection = ({
              className="prd-i"
              placeholder="유출량"
              type="number"
-              min="1"
-              step="1"
+              min="0"
+              step="any"
              value={spillAmount}
-              onChange={(e) => onSpillAmountChange(parseInt(e.target.value) || 0)}
+              onChange={(e) => onSpillAmountChange(parseFloat(e.target.value) || 0)}
            />
            <ComboBox
              className="prd-i"
--- a/frontend/src/tabs/prediction/services/predictionApi.ts
+++ b/frontend/src/tabs/prediction/services/predictionApi.ts
@ -311,9 +311,10 @@ export interface ImageAnalyzeResult {
  occurredAt: string;
 }

-export const analyzeImage = async (file: File): Promise<ImageAnalyzeResult> => {
+export const analyzeImage = async (file: File, acdntNm?: string): Promise<ImageAnalyzeResult> => {
  const formData = new FormData();
  formData.append('image', file);
+  if (acdntNm?.trim()) formData.append('acdntNm', acdntNm.trim());
  const response = await api.post<ImageAnalyzeResult>('/prediction/image-analyze', formData, {
    headers: { 'Content-Type': 'multipart/form-data' },
    timeout: 330_000,