diff --git a/modules/icing/pireps.py b/modules/icing/pireps.py
index 6adc3a4e2e4ab3ed288831d3b5cfb5a0654c1a71..6b46115a137d2551143d8d547b475983cccb8358 100644
--- a/modules/icing/pireps.py
+++ b/modules/icing/pireps.py
@@ -1,10 +1,16 @@
 import datetime
 from datetime import timezone
 import re
-import numpy as np
 
 NO_ICE = '\s*NEG\s*|\s*NONE\s*|\s*NEGATIVE\s*|\s*NO\s*'
 ICE_LVL = '\d+-\d+|FL\d+-FL\d+'
+
+# ICE Intensity: 0:No intensity report, 1:Trace, 2:Light, 3:Light Moderate, 4:Moderate, 5:Moderate Severe, 6:Severe
+ICE_TRACE = '\s*TRACE\s*|\s*TRC\s*|\s*TR\s*'
+ICE_LGT = '\s*LGT\s*|\s*LIGHT\s*|\s*LT\s*|\s*LGHT\s*|\s*LIT\s*|\s*LITE\s*|\s*LG\s*'
+ICE_MOD = '\s*MOD\s*|\s*MDT\s*|\s*MODERATE\s*|\s*HEAVY\s*'
+ICE_SVR = '\s*SVR\s*|\s*SEV\s*|\s*SEVERE\s*'
+
 FLT_LVL = '/FL\s{0,1}\d+\s*'
 ICE_RPT = '/IC'
 ATYPE = '/TP'
@@ -96,8 +102,34 @@ def pirep_icing(filename, lon_range=[-180, 180], lat_range=[-55, 55]):
                     if fl > 15000.0:
                         continue
 
+                    # Intensity
+                    I = 0
+                    so = re.search(ICE_TRACE, ice_str)
+                    if so is not None:
+                        I = 1
+                    else:
+                        so = re.search(ICE_LGT, ice_str)
+                        if so is not None:
+                            so = re.search(ICE_MOD, ice_str)
+                            if so is not None:
+                                I = 3
+                            else:
+                                I = 2
+                        else:
+                            so = re.search(ICE_MOD, ice_str)
+                            if so is not None:
+                                so = re.search(ICE_SVR, ice_str)
+                                if so is not None:
+                                    I = 5
+                                else:
+                                    I = 4
+                            else:
+                                so = re.search(ICE_SVR, ice_str)
+                                if so is not None:
+                                    I = 6
+
                     rpts = ice_dict.get(timestmp)
-                    tup = (lat, lon, fl, ice_str)
+                    tup = (lat, lon, fl, I, ice_str)
                     if rpts is None:
                         rpts = []
                         rpts.append(tup)