diff --git a/Untitled0.ipynb b/Untitled0.ipynb
index 133cd52bee538ba56c52103445c66daf6770676d..432e4e5f0c974b72d1c644048bd92f0f739b7856 100644
--- a/Untitled0.ipynb
+++ b/Untitled0.ipynb
@@ -1,7 +1,7 @@
 {
  "metadata": {
   "name": "",
-  "signature": "sha256:c7a1f1656d8a03f5972dd3a1a49f5971393e9209cd790d08cc26022842c79a37"
+  "signature": "sha256:40b35ce68aeeb116424686d173c7f48a44934f250a1d54197c00d0b6636bb741"
  },
  "nbformat": 3,
  "nbformat_minor": 0,
@@ -20,7 +20,7 @@
      "language": "python",
      "metadata": {},
      "outputs": [],
-     "prompt_number": 96
+     "prompt_number": 1
     },
     {
      "cell_type": "code",
@@ -67,9 +67,16 @@
        "text": [
         "(32, 32, 17)\n"
        ]
+      },
+      {
+       "output_type": "stream",
+       "stream": "stderr",
+       "text": [
+        "-c:15: RuntimeWarning: divide by zero encountered in true_divide\n"
+       ]
       }
      ],
-     "prompt_number": 169
+     "prompt_number": 2
     },
     {
      "cell_type": "code",
@@ -90,9 +97,10 @@
       "        dtype = np.float32).reshape(bla.shape[0],\n",
       "                                    bla.shape[1],\n",
       "                                    (bla.shape[2]-1)*2)\n",
+      "    yslice = np.random.randint(bla1.shape[1])\n",
       "    ax = plt.figure(figsize=(6,3)).add_axes([.0, .0, .5, 1.])\n",
       "    ax.set_axis_off()\n",
-      "    ax.imshow(bla1[:,0],\n",
+      "    ax.imshow(bla1[:,yslice],\n",
       "              interpolation = 'none',\n",
       "              extent = [.0, 1., 1., 0.])\n",
       "    bla1 = np.fromfile(\n",
@@ -102,11 +110,11 @@
       "                                    (bla.shape[2]-1)*4)\n",
       "    ax = plt.gcf().add_axes([.5, .0, .5, 1.])\n",
       "    ax.set_axis_off()\n",
-      "    ax.imshow(bla1[:,0],\n",
+      "    ax.imshow(bla1[:,yslice*2],\n",
       "              interpolation = 'none',\n",
       "              extent = [.0, 1., 1., 0.])\n",
       "else:\n",
-      "    print 'compilation error'"
+      "    print ('compilation error')"
      ],
      "language": "python",
      "metadata": {},
@@ -734,21 +742,21 @@
        "metadata": {},
        "output_type": "display_data",
        "text": [
-        "<IPython.core.display.Javascript at 0x7f8c41445450>"
+        "<IPython.core.display.Javascript at 0x7fdbc3f493c8>"
        ]
       },
       {
        "html": [
-        "<img 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\">"
+        "<img 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\">"
        ],
        "metadata": {},
        "output_type": "display_data",
        "text": [
-        "<IPython.core.display.HTML at 0x7f8c414b8090>"
+        "<IPython.core.display.HTML at 0x7fdbc3f492b0>"
        ]
       }
      ],
-     "prompt_number": 204
+     "prompt_number": 11
     },
     {
      "cell_type": "code",
diff --git a/src/field_descriptor.cpp b/src/field_descriptor.cpp
index cd93ef26050be0f3af3e6b9df0c3117ac2875466..cc7e4268c419691befd35281ce0f1ffab214ba1a 100644
--- a/src/field_descriptor.cpp
+++ b/src/field_descriptor.cpp
@@ -276,8 +276,7 @@ int fftwf_clip_zero_padding(
 {
     if (f->ndims != 3)
         return EXIT_FAILURE;
-    float *b;
-    b = a;
+    float *b = a;
     for (int i0 = 0; i0 < f->subsizes[0]; i0++)
         for (int i1 = 0; i1 < f->sizes[1]; i1++)
         {
diff --git a/src/field_descriptor.hpp b/src/field_descriptor.hpp
index 9a3f448f28432c8d326c10125fe350589f1702ca..6077d35497b3d8f9916ecc030b574f5712386af7 100644
--- a/src/field_descriptor.hpp
+++ b/src/field_descriptor.hpp
@@ -10,10 +10,10 @@ class field_descriptor
     public:
 
         /* data */
-        int *sizes;
-        int *subsizes;
-        int *starts;
-        int ndims;
+        int *sizes    = NULL;
+        int *subsizes = NULL;
+        int *starts   = NULL;
+        int ndims     = NULL;
         int slice_size, local_size, full_size;
         MPI_Datatype mpi_array_dtype, mpi_dtype;
 
diff --git a/src/resize.cpp b/src/resize.cpp
index 25873a2c4a5e13ea88fab557a9bb7196deb87a6f..7c44d436da9a60e52e85d7d086666b7a7e98890b 100644
--- a/src/resize.cpp
+++ b/src/resize.cpp
@@ -19,8 +19,8 @@ int fftwf_get_descriptors_3D(
         field_descriptor **fc)
 {
     // I need to check whether there's already something there...
-    //if (*fr != NULL) delete *fr;
-    //if (*fc != NULL) delete *fc;
+    if (*fr != NULL) delete *fr;
+    if (*fc != NULL) delete *fc;
     int ntmp[3];
     ntmp[0] = n0;
     ntmp[1] = n1;
@@ -40,8 +40,8 @@ int main(int argc, char *argv[])
     MPI_Comm_size(MPI_COMM_WORLD, &nprocs);
     fftwf_mpi_init();
 
-    field_descriptor *f0r, *f0c;
-    field_descriptor *f1r, *f1c;
+    field_descriptor *f0r=NULL, *f0c=NULL;
+    field_descriptor *f1r=NULL, *f1c=NULL;
 
     if (argc != 4)
     {