diff --git a/ObservationSim/Instrument/Chip/Chip.py b/ObservationSim/Instrument/Chip/Chip.py
index aeeda18206be24957f228b6e40a17ee23916153c..1465f27575bb10af13b9c461cf5069970ea77943 100755
--- a/ObservationSim/Instrument/Chip/Chip.py
+++ b/ObservationSim/Instrument/Chip/Chip.py
@@ -316,9 +316,22 @@ class Chip(FocalPlane):
             BoolDeadPix = False
         self.logger = logger
 
+        # Get Poisson noise generator
+        seed = int(config["random_seeds"]["seed_poisson"]) + pointing_ID*30 + self.chipID
+        rng_poisson = galsim.BaseDeviate(seed)
+        poisson_noise = galsim.PoissonNoise(rng_poisson, sky_level=0.)
+
         # Add sky background
         if sky_map is None:
             sky_map = filt.getSkyNoise(exptime=self.exptime)
+            sky_map = sky_map * np.ones_like(img.array)
+            sky_map = galsim.Image(array=sky_map)
+            # Apply Poisson noise to the sky map
+            # (NOTE): only for photometric chips
+            # since it utilize the photon shooting
+            # to draw stamps
+            if self.survey_type == "photometric":
+                sky_map.addNoise(poisson_noise)
         elif img.array.shape != sky_map.shape:
             raise ValueError("The shape img and sky_map must be equal.")
         elif tel is not None: # If sky_map is given in flux
@@ -361,11 +374,11 @@ class Chip(FocalPlane):
                 del shutt_gsimg
             del shuttimg
 
-        # Add Poisson noise
-        seed = int(config["random_seeds"]["seed_poisson"]) + pointing_ID*30 + self.chipID
-        rng_poisson = galsim.BaseDeviate(seed)
-        poisson_noise = galsim.PoissonNoise(rng_poisson, sky_level=0.)
-        img.addNoise(poisson_noise)
+        # Add Poisson noise to the resulting images
+        # (NOTE): this can only applied to the slitless image
+        # since it dose not use photon shooting to draw stamps
+        if self.survey_type == "spectroscopic":
+            img.addNoise(poisson_noise)
 
         # Add cosmic-rays
         if config["ins_effects"]["cosmic_ray"] == True and pointing_type=='MS':
@@ -580,7 +593,7 @@ class Chip(FocalPlane):
             if config["ins_effects"]["add_bias"] == True:
                 biaslevel = self.bias_level
                 overscan = biaslevel-2
-            elif config["ins_effects"]["add_bias"] == True:
+            elif config["ins_effects"]["add_bias"] == False:
                 biaslevel = 0
                 overscan = 0
             darklevel = self.dark_noise*(self.flat_exptime+0.5*self.readout_time)
diff --git a/setup.py b/setup.py
index 31e02b327bf844e07d6ab50bedb8fa443ec67b63..2b9d0d8978ab55cf4283ca53ad41697721b7fd40 100644
--- a/setup.py
+++ b/setup.py
@@ -26,7 +26,7 @@ extensions = [
 
 
 setup(name='CSSTSim', 
-    version='0.5.1', 
+    version='0.5.2', 
     packages=find_packages(),
     # install_requires=[
     #     'numpy>=1.18.5',