From 3dcda5aef56638e00795dd3728a85c1e6396d3f3 Mon Sep 17 00:00:00 2001
From: Philipp Griewank <philipp.griewank@uni-koeln.de>
Date: Mon, 21 Feb 2022 13:09:58 +0100
Subject: [PATCH] More PAI testing

Now I am more confused than I was at the beginning
---
 22-01-PAI.ipynb | 160 +++++++++++++++++++++++++++++++++++++++++++++---
 1 file changed, 151 insertions(+), 9 deletions(-)

diff --git a/22-01-PAI.ipynb b/22-01-PAI.ipynb
index bb43637..6106e73 100644
--- a/22-01-PAI.ipynb
+++ b/22-01-PAI.ipynb
@@ -1077,13 +1077,6 @@
     "fig, ax = plot_double_pai(pai_HXa,pai_Ya,da_const,obs_loc)"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# Different K, same pai! wtf?"
-   ]
-  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -1233,12 +1226,161 @@
     "fig, ax = plot_double_pai(pai_HXa,pai_Ya,da_const,obs_loc)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Last, only sat measurements, but with overlap"
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 235,
    "metadata": {},
    "outputs": [],
-   "source": []
+   "source": [
+    "\n",
+    "m_const = set_model_constants_22()\n",
+    "da_const = set_da_constants_22(method='LETKF',ncyc=30,obs_loc=np.array([]))\n",
+    "sat_operator = reflectance_simulator\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 236,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "CPU times: user 1min 33s, sys: 1.8 s, total: 1min 35s\n",
+      "Wall time: 23.9 s\n"
+     ]
+    }
+   ],
+   "source": [
+    "%%time\n",
+    "\n",
+    "#this takes about 30 seconds because LETKF is so poorly implemented\n",
+    "states_1   = run_linear_advection_KF_22(m_const,da_const,reflectance_simulator)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 237,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 540x324 with 6 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig, ax = ensemble_plotter_22(states_1,m_const,da_const,t_end=3,h_c=0.5)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 238,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 540x324 with 6 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig, ax = ensemble_plotter_22(states_1,m_const,da_const,t_start=da_const['ncyc']-3,h_c=0.5)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 239,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "K_bg, K_HXa, K_Ya, pai_HXa, pai_Ya, x_ol_an, x_ol_bg, obs_loc = triple_kalman_pai(states_1[0],time,m_const,da_const,reflectance_simulator)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 240,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1080x360 with 3 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig,ax= plot_triple_K(K_HXa, K_Ya, K_bg)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 241,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 720x720 with 3 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig, ax = plot_triple_K_lines(K_HXa, K_Ya, K_bg,da_const,obs_loc)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 242,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 720x432 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig, ax = plot_double_pai(pai_HXa,pai_Ya,da_const,obs_loc)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# And to come full circle, everything at once"
+   ]
   },
   {
    "cell_type": "code",
-- 
GitLab