diff --git a/src/main/java/com/m3pro/groundflip/domain/dto/pixel/IndividualPixelResponse.java b/src/main/java/com/m3pro/groundflip/domain/dto/pixel/IndividualPixelResponse.java
index d911b884..68b580a2 100644
--- a/src/main/java/com/m3pro/groundflip/domain/dto/pixel/IndividualPixelResponse.java
+++ b/src/main/java/com/m3pro/groundflip/domain/dto/pixel/IndividualPixelResponse.java
@@ -16,6 +16,7 @@ public class IndividualPixelResponse {
 	private double y;
 
 	public static IndividualPixelResponse from(Pixel pixel) {
-		return new IndividualPixelResponse(pixel.getLatitude(), pixel.getLongitude(), pixel.getX(), pixel.getY());
+		return new IndividualPixelResponse(pixel.getCoordinate().getX(), pixel.getCoordinate().getY(), pixel.getX(),
+			pixel.getY());
 	}
 }
diff --git a/src/main/java/com/m3pro/groundflip/domain/entity/Pixel.java b/src/main/java/com/m3pro/groundflip/domain/entity/Pixel.java
index df7a4021..b9285a97 100644
--- a/src/main/java/com/m3pro/groundflip/domain/entity/Pixel.java
+++ b/src/main/java/com/m3pro/groundflip/domain/entity/Pixel.java
@@ -1,5 +1,7 @@
 package com.m3pro.groundflip.domain.entity;
 
+import org.locationtech.jts.geom.Point;
+
 import com.m3pro.groundflip.domain.entity.global.BaseTimeEntity;
 
 import jakarta.persistence.Column;
@@ -7,7 +9,6 @@
 import jakarta.persistence.GeneratedValue;
 import jakarta.persistence.GenerationType;
 import jakarta.persistence.Id;
-import jakarta.persistence.Table;
 import lombok.AccessLevel;
 import lombok.AllArgsConstructor;
 import lombok.Builder;
@@ -16,7 +17,6 @@
 
 @Getter
 @Entity
-@Table(name = "pixel")
 @NoArgsConstructor(access = AccessLevel.PROTECTED)
 @AllArgsConstructor
 @Builder
@@ -30,9 +30,8 @@ public class Pixel extends BaseTimeEntity {
 
 	private Long y;
 
-	private double latitude;
-
-	private double longitude;
+	@Column(columnDefinition = "POINT SRID 4326 NOT NULL")
+	private Point coordinate;
 
 	private String address;
 
diff --git a/src/main/resources/static/pixel_insert.sql b/src/main/resources/static/pixel_insert.sql
index c9f608e9..57df1431 100644
--- a/src/main/resources/static/pixel_insert.sql
+++ b/src/main/resources/static/pixel_insert.sql
@@ -1,4 +1,3 @@
-use groundflip_develop;
 DROP PROCEDURE IF EXISTS insertPixel;
 DELIMITER $$
 CREATE PROCEDURE insertPixel()
@@ -13,33 +12,24 @@ BEGIN
     DECLARE j BIGINT DEFAULT 0;
     SET current_lat = upper_left_lat;
     SET current_lon = upper_left_lon;
-
     START TRANSACTION;
     WHILE i < 7000
         DO
             SET current_lat = upper_left_lat - (i * lat_per_pixel);
             SET j = 0;
-            SET @bulk_query = 'INSERT INTO pixel (latitude, longitude, x, y, created_at, modified_at) VALUES ';
             WHILE j < 4156
                 DO
-                    SET @aaa = @aaa + 1;
                     SET current_lon = upper_left_lon + (j * lon_per_pixel);
-                    SET @bulk_query = CONCAT(@bulk_query, '(', current_lat, ', ', current_lon, ', ', i, ', ', j,
-                                             ', NOW(), NOW()) ,');
+                    INSERT INTO pixel (coordinate, x, y, created_at, modified_at)
+                    VALUES (ST_GeomFromText(CONCAT('POINT(', current_lat, ' ', current_lon, ')'), 4326), i, j, NOW(),
+                            NOW());
                     SET j = j + 1;
                 END WHILE;
-            SET @bulk_query = SUBSTRING(@bulk_query, 1, length(@bulk_query) - 1);
-
-            PREPARE stmt FROM @bulk_query;
-            EXECUTE stmt;
-            DEALLOCATE PREPARE stmt;
-
             SET current_lon = upper_left_lon; -- Reset current longitude to the initial value
             SET i = i + 1;
         END WHILE;
     COMMIT;
-
 END $$
 DELIMITER ;
-
+-- Call the stored procedure to insert the coordinates
 CALL InsertPixel();
\ No newline at end of file