diff --git a/oggm/sandbox/Redistribute_ice_after_simulation.ipynb b/oggm/sandbox/Redistribute_ice_after_simulation.ipynb
index e082f2961..4571fd043 100644
--- a/oggm/sandbox/Redistribute_ice_after_simulation.ipynb
+++ b/oggm/sandbox/Redistribute_ice_after_simulation.ipynb
@@ -48,11 +48,11 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2022-10-04 15:22:00: oggm.cfg: Reading default parameters from the OGGM `params.cfg` configuration file.\n",
-      "2022-10-04 15:22:00: oggm.cfg: Multiprocessing switched OFF according to the parameter file.\n",
-      "2022-10-04 15:22:00: oggm.cfg: Multiprocessing: using all available processors (N=16)\n",
-      "2022-10-04 15:22:00: oggm.cfg: WARNING: adding an unknown parameter `prcp_scaling_factor`:`2.5` to PARAMS.\n",
-      "2022-10-04 15:22:00: oggm.cfg: PARAMS['climate_qc_months'] changed from `0` to `3`.\n"
+      "2022-10-04 16:30:54: oggm.cfg: Reading default parameters from the OGGM `params.cfg` configuration file.\n",
+      "2022-10-04 16:30:54: oggm.cfg: Multiprocessing switched OFF according to the parameter file.\n",
+      "2022-10-04 16:30:54: oggm.cfg: Multiprocessing: using all available processors (N=16)\n",
+      "2022-10-04 16:30:54: oggm.cfg: WARNING: adding an unknown parameter `prcp_scaling_factor`:`2.5` to PARAMS.\n",
+      "2022-10-04 16:30:54: oggm.cfg: PARAMS['climate_qc_months'] changed from `0` to `3`.\n"
      ]
     }
    ],
@@ -96,8 +96,8 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2022-10-04 15:22:00: oggm.workflow: init_glacier_directories from prepro level 3 on 1 glaciers.\n",
-      "2022-10-04 15:22:00: oggm.workflow: Execute entity tasks [gdir_from_prepro] on 1 glaciers\n"
+      "2022-10-04 16:30:55: oggm.workflow: init_glacier_directories from prepro level 3 on 1 glaciers.\n",
+      "2022-10-04 16:30:55: oggm.workflow: Execute entity tasks [gdir_from_prepro] on 1 glaciers\n"
      ]
     }
    ],
@@ -125,7 +125,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2022-10-04 15:22:00: oggm.workflow: Execute entity tasks [distribute_thickness_per_altitude] on 1 glaciers\n"
+      "2022-10-04 16:30:55: oggm.workflow: Execute entity tasks [distribute_thickness_per_altitude] on 1 glaciers\n"
      ]
     }
    ],
@@ -151,7 +151,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "tasks.run_constant_climate(gdir, nyears=100, y0=2000, temperature_bias=0.5, store_fl_diagnostics=True)\n",
+    "tasks.run_constant_climate(gdir, nyears=100, y0=2000, temperature_bias=0.25, store_fl_diagnostics=True)\n",
     "f = gdir.get_filepath('fl_diagnostics')\n",
     "with xr.open_dataset(f) as di:\n",
     "    fl_ids = di.flowlines.data"
@@ -191,7 +191,7 @@
     {
      "data": {
       "text/plain": [
-       "<matplotlib.collections.QuadMesh at 0x7fcd1eac1a50>"
+       "<matplotlib.collections.QuadMesh at 0x7f6362695210>"
       ]
      },
      "execution_count": 10,
@@ -359,7 +359,7 @@
     {
      "data": {
       "text/plain": [
-       "<matplotlib.collections.QuadMesh at 0x7fcd1e1f1480>"
+       "<matplotlib.collections.QuadMesh at 0x7f6361ab1270>"
       ]
      },
      "execution_count": 16,
@@ -451,7 +451,7 @@
     {
      "data": {
       "text/plain": [
-       "<matplotlib.collections.QuadMesh at 0x7fcd1e24b250>"
+       "<matplotlib.collections.QuadMesh at 0x7f6361df7040>"
       ]
      },
      "execution_count": 19,
@@ -504,7 +504,7 @@
     {
      "data": {
       "text/plain": [
-       "<matplotlib.collections.QuadMesh at 0x7fcd1e408580>"
+       "<matplotlib.collections.QuadMesh at 0x7f6362300370>"
       ]
      },
      "execution_count": 20,
@@ -944,42 +944,42 @@
        "</style>\n",
        "\n",
        "<div class=\"animation\">\n",
-       "  <img id=\"_anim_img438053a43d4c4921b1f44b5f83452e96\">\n",
+       "  <img id=\"_anim_imgb9e40487c2604427aa4994d7b9e65bf6\">\n",
        "  <div class=\"anim-controls\">\n",
-       "    <input id=\"_anim_slider438053a43d4c4921b1f44b5f83452e96\" type=\"range\" class=\"anim-slider\"\n",
+       "    <input id=\"_anim_sliderb9e40487c2604427aa4994d7b9e65bf6\" type=\"range\" class=\"anim-slider\"\n",
        "           name=\"points\" min=\"0\" max=\"1\" step=\"1\" value=\"0\"\n",
-       "           oninput=\"anim438053a43d4c4921b1f44b5f83452e96.set_frame(parseInt(this.value));\">\n",
+       "           oninput=\"animb9e40487c2604427aa4994d7b9e65bf6.set_frame(parseInt(this.value));\">\n",
        "    <div class=\"anim-buttons\">\n",
-       "      <button title=\"Decrease speed\" aria-label=\"Decrease speed\" onclick=\"anim438053a43d4c4921b1f44b5f83452e96.slower()\">\n",
+       "      <button title=\"Decrease speed\" aria-label=\"Decrease speed\" onclick=\"animb9e40487c2604427aa4994d7b9e65bf6.slower()\">\n",
        "          <i class=\"fa fa-minus\"></i></button>\n",
-       "      <button title=\"First frame\" aria-label=\"First frame\" onclick=\"anim438053a43d4c4921b1f44b5f83452e96.first_frame()\">\n",
+       "      <button title=\"First frame\" aria-label=\"First frame\" onclick=\"animb9e40487c2604427aa4994d7b9e65bf6.first_frame()\">\n",
        "        <i class=\"fa fa-fast-backward\"></i></button>\n",
-       "      <button title=\"Previous frame\" aria-label=\"Previous frame\" onclick=\"anim438053a43d4c4921b1f44b5f83452e96.previous_frame()\">\n",
+       "      <button title=\"Previous frame\" aria-label=\"Previous frame\" onclick=\"animb9e40487c2604427aa4994d7b9e65bf6.previous_frame()\">\n",
        "          <i class=\"fa fa-step-backward\"></i></button>\n",
-       "      <button title=\"Play backwards\" aria-label=\"Play backwards\" onclick=\"anim438053a43d4c4921b1f44b5f83452e96.reverse_animation()\">\n",
+       "      <button title=\"Play backwards\" aria-label=\"Play backwards\" onclick=\"animb9e40487c2604427aa4994d7b9e65bf6.reverse_animation()\">\n",
        "          <i class=\"fa fa-play fa-flip-horizontal\"></i></button>\n",
-       "      <button title=\"Pause\" aria-label=\"Pause\" onclick=\"anim438053a43d4c4921b1f44b5f83452e96.pause_animation()\">\n",
+       "      <button title=\"Pause\" aria-label=\"Pause\" onclick=\"animb9e40487c2604427aa4994d7b9e65bf6.pause_animation()\">\n",
        "          <i class=\"fa fa-pause\"></i></button>\n",
-       "      <button title=\"Play\" aria-label=\"Play\" onclick=\"anim438053a43d4c4921b1f44b5f83452e96.play_animation()\">\n",
+       "      <button title=\"Play\" aria-label=\"Play\" onclick=\"animb9e40487c2604427aa4994d7b9e65bf6.play_animation()\">\n",
        "          <i class=\"fa fa-play\"></i></button>\n",
-       "      <button title=\"Next frame\" aria-label=\"Next frame\" onclick=\"anim438053a43d4c4921b1f44b5f83452e96.next_frame()\">\n",
+       "      <button title=\"Next frame\" aria-label=\"Next frame\" onclick=\"animb9e40487c2604427aa4994d7b9e65bf6.next_frame()\">\n",
        "          <i class=\"fa fa-step-forward\"></i></button>\n",
-       "      <button title=\"Last frame\" aria-label=\"Last frame\" onclick=\"anim438053a43d4c4921b1f44b5f83452e96.last_frame()\">\n",
+       "      <button title=\"Last frame\" aria-label=\"Last frame\" onclick=\"animb9e40487c2604427aa4994d7b9e65bf6.last_frame()\">\n",
        "          <i class=\"fa fa-fast-forward\"></i></button>\n",
-       "      <button title=\"Increase speed\" aria-label=\"Increase speed\" onclick=\"anim438053a43d4c4921b1f44b5f83452e96.faster()\">\n",
+       "      <button title=\"Increase speed\" aria-label=\"Increase speed\" onclick=\"animb9e40487c2604427aa4994d7b9e65bf6.faster()\">\n",
        "          <i class=\"fa fa-plus\"></i></button>\n",
        "    </div>\n",
-       "    <form title=\"Repetition mode\" aria-label=\"Repetition mode\" action=\"#n\" name=\"_anim_loop_select438053a43d4c4921b1f44b5f83452e96\"\n",
+       "    <form title=\"Repetition mode\" aria-label=\"Repetition mode\" action=\"#n\" name=\"_anim_loop_selectb9e40487c2604427aa4994d7b9e65bf6\"\n",
        "          class=\"anim-state\">\n",
-       "      <input type=\"radio\" name=\"state\" value=\"once\" id=\"_anim_radio1_438053a43d4c4921b1f44b5f83452e96\"\n",
+       "      <input type=\"radio\" name=\"state\" value=\"once\" id=\"_anim_radio1_b9e40487c2604427aa4994d7b9e65bf6\"\n",
        "             >\n",
-       "      <label for=\"_anim_radio1_438053a43d4c4921b1f44b5f83452e96\">Once</label>\n",
-       "      <input type=\"radio\" name=\"state\" value=\"loop\" id=\"_anim_radio2_438053a43d4c4921b1f44b5f83452e96\"\n",
+       "      <label for=\"_anim_radio1_b9e40487c2604427aa4994d7b9e65bf6\">Once</label>\n",
+       "      <input type=\"radio\" name=\"state\" value=\"loop\" id=\"_anim_radio2_b9e40487c2604427aa4994d7b9e65bf6\"\n",
        "             checked>\n",
-       "      <label for=\"_anim_radio2_438053a43d4c4921b1f44b5f83452e96\">Loop</label>\n",
-       "      <input type=\"radio\" name=\"state\" value=\"reflect\" id=\"_anim_radio3_438053a43d4c4921b1f44b5f83452e96\"\n",
+       "      <label for=\"_anim_radio2_b9e40487c2604427aa4994d7b9e65bf6\">Loop</label>\n",
+       "      <input type=\"radio\" name=\"state\" value=\"reflect\" id=\"_anim_radio3_b9e40487c2604427aa4994d7b9e65bf6\"\n",
        "             >\n",
-       "      <label for=\"_anim_radio3_438053a43d4c4921b1f44b5f83452e96\">Reflect</label>\n",
+       "      <label for=\"_anim_radio3_b9e40487c2604427aa4994d7b9e65bf6\">Reflect</label>\n",
        "    </form>\n",
        "  </div>\n",
        "</div>\n",
@@ -989,9 +989,9 @@
        "  /* Instantiate the Animation class. */\n",
        "  /* The IDs given should match those used in the template above. */\n",
        "  (function() {\n",
-       "    var img_id = \"_anim_img438053a43d4c4921b1f44b5f83452e96\";\n",
-       "    var slider_id = \"_anim_slider438053a43d4c4921b1f44b5f83452e96\";\n",
-       "    var loop_select_id = \"_anim_loop_select438053a43d4c4921b1f44b5f83452e96\";\n",
+       "    var img_id = \"_anim_imgb9e40487c2604427aa4994d7b9e65bf6\";\n",
+       "    var slider_id = \"_anim_sliderb9e40487c2604427aa4994d7b9e65bf6\";\n",
+       "    var loop_select_id = \"_anim_loop_selectb9e40487c2604427aa4994d7b9e65bf6\";\n",
        "    var frames = new Array(100);\n",
        "    \n",
        "  frames[0] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAlgAAAJoCAYAAAC6HJ9xAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90\\\n",
@@ -1445,38637 +1445,39610 @@
        "\"\n",
        "  frames[1] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAlgAAAJoCAYAAAC6HJ9xAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90\\\n",
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+       "mh72AAAMn5m9StKiu3/QzKYk/W8z+z53//Nhjw0ARhERLAAAgMLIwQIAACiMCRYAAEBhTLAAAAAK\\\n",
+       "Y4IFAABQGBMsAACAwphgAQAAFMYECwAAoDAmWAAAAIUxwQIAACiMCRYAAEBhTLAAAAAKY4IFAABQ\\\n",
+       "GBMsAACAwphgAQAAFMYECwAAoDAmWAAAAIUxwQIAACiMCRYAAEBhTLAAAAAKY4IFAABQGBMsAACA\\\n",
+       "wphgAQAAFMYECwAAoDAmWAAAAIUxwQIAACiMCRYAAEBhTLAAAAAKY4IFAABQGBMsAACAwphgAQAA\\\n",
+       "FMYECwAAoDAmWAAAAIUxwQIAACiMCRYAAEBhTLAAAAAKY4IFAABQGBMsAACAwphgAQAAFMYECwAA\\\n",
+       "oDAmWAAAAIUxwQIAACiMCRYAAEBhTLAAAAAKY4IFAABQGBMsAACAwphgAQAAFMYECwAAoLD/Hzz+\\\n",
+       "w//rofu6AAAAAElFTkSuQmCC\\\n",
        "\"\n",
        "\n",
        "\n",
        "    /* set a timeout to make sure all the above elements are created before\n",
        "       the object is initialized. */\n",
        "    setTimeout(function() {\n",
-       "        anim438053a43d4c4921b1f44b5f83452e96 = new Animation(frames, img_id, slider_id, 200.0,\n",
+       "        animb9e40487c2604427aa4994d7b9e65bf6 = new Animation(frames, img_id, slider_id, 200.0,\n",
        "                                 loop_select_id);\n",
        "    }, 0);\n",
        "  })()\n",