diff --git a/tem/auswertung/figs/gold_diffr/profile.pdf b/tem/auswertung/figs/gold_diffr/profile.pdf
new file mode 100644
index 0000000..e1dee45
Binary files /dev/null and b/tem/auswertung/figs/gold_diffr/profile.pdf differ
diff --git a/tem/auswertung/figs/gold_diffr/profile.pgf b/tem/auswertung/figs/gold_diffr/profile.pgf
new file mode 100644
index 0000000..3ae6474
--- /dev/null
+++ b/tem/auswertung/figs/gold_diffr/profile.pgf
@@ -0,0 +1,9412 @@
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diff --git a/tem/auswertung/gold_diffr.ipynb b/tem/auswertung/gold_diffr.ipynb
index 8a22b1c..61c81ba 100644
--- a/tem/auswertung/gold_diffr.ipynb
+++ b/tem/auswertung/gold_diffr.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 1,
    "metadata": {
     "autoscroll": false,
     "collapsed": false,
@@ -21,7 +21,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 2,
    "metadata": {
     "autoscroll": false,
     "collapsed": false,
@@ -38,7 +38,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 35,
    "metadata": {
     "autoscroll": false,
     "collapsed": false,
@@ -52,10 +52,38 @@
     {
      "data": {
       "text/plain": [
-       "(<Figure size 640x480 with 1 Axes>,\n <matplotlib.axes._subplots.AxesSubplot at 0x7f55988afb80>)"
+       "array([[0.00000000e+00, 1.30194940e-03],\n       [3.30000000e-02, 1.02512983e-03],\n       [6.60000000e-02, 6.93774735e-04],\n       ...,\n       [1.64120000e+01, 1.80837044e-02],\n       [1.64450000e+01, 1.76819364e-02],\n       [1.64780000e+01, 1.72794780e-02]])"
       ]
      },
-     "execution_count": 8,
+     "execution_count": 35,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "profile[0,0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {
+    "autoscroll": false,
+    "collapsed": false,
+    "ein.hycell": false,
+    "ein.tags": "worksheet-0",
+    "slideshow": {
+     "slide_type": "-"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(<Figure size 640x480 with 1 Axes>,\n <matplotlib.axes._subplots.AxesSubplot at 0x7fc81264b730>)"
+      ]
+     },
+     "execution_count": 3,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -67,7 +95,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 45,
    "metadata": {
     "autoscroll": false,
     "collapsed": false,
@@ -81,10 +109,10 @@
     {
      "data": {
       "image/png": [
-       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\n"
+       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\n"
       ],
       "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
+       "<Figure size 360x288 with 1 Axes>"
       ]
      },
      "metadata": {},
@@ -93,12 +121,12 @@
    ],
    "source": [
     "%matplotlib inline\n",
-    "candidates, d_candidates, sigma_candidates = analyze_diffr_profile(profile, limits=[100, -1], distance=15, prominence=.001)"
+    "candidates, d_candidates, sigma_candidates = analyze_diffr_profile(profile, limits=[100, -1], distance=15, prominence=.001, save=('profile', 'gold_diffr'))"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 26,
    "metadata": {
     "autoscroll": false,
     "collapsed": false,
@@ -113,15 +141,15 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "(array([ 4,  4,  8, 11, 12, 24, 27, 32, 40]), array([[0.4365859 , 0.00314502, 0.03385928],\n",
-      "       [0.38654813, 0.00246542, 0.01311343],\n",
-      "       [0.37642096, 0.00165317, 0.0182458 ],\n",
-      "       [0.39935277, 0.00158683, 0.00165195],\n",
-      "       [0.39369265, 0.00147652, 0.01981056],\n",
-      "       [0.41640285, 0.00116798, 0.02043268],\n",
-      "       [0.40118533, 0.00102217, 0.01063151],\n",
-      "       [0.4146038 , 0.00100278, 0.00798558],\n",
-      "       [0.40573231, 0.00085894, 0.01187421]]), array([0.0287859 , 0.02125187, 0.03137904, 0.00844723, 0.01410735,\n",
+      "(array([ 4,  4,  8, 11, 12, 24, 27, 32, 40]), array([[0.4365859 , 0.00314502, 0.01437761],\n",
+      "       [0.38654813, 0.00246542, 0.00556833],\n",
+      "       [0.37642096, 0.00165317, 0.00774769],\n",
+      "       [0.39935277, 0.00158683, 0.00070146],\n",
+      "       [0.39369265, 0.00147652, 0.00841213],\n",
+      "       [0.41640285, 0.00116798, 0.0086763 ],\n",
+      "       [0.40118533, 0.00102217, 0.00451444],\n",
+      "       [0.4146038 , 0.00100278, 0.0033909 ],\n",
+      "       [0.40573231, 0.00085894, 0.00504213]]), array([0.0287859 , 0.02125187, 0.03137904, 0.00844723, 0.01410735,\n",
       "       0.00860285, 0.00661467, 0.0068038 , 0.00206769]))\n"
      ]
     }
@@ -133,7 +161,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 28,
    "metadata": {
     "autoscroll": false,
     "collapsed": false,
@@ -148,15 +176,15 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "1 & \\(\\sqrt{4}\\) & 0.4366 & 0.0031 & 0.0339 & 0.029 \\\\\n",
-      "2 & \\(\\sqrt{4}\\) & 0.3865 & 0.0025 & 0.0131 & 0.021 \\\\\n",
-      "3 & \\(\\sqrt{8}\\) & 0.3764 & 0.0017 & 0.0182 & 0.031 \\\\\n",
-      "4 & \\(\\sqrt{11}\\) & 0.3994 & 0.0016 & 0.0017 & 0.008 \\\\\n",
-      "5 & \\(\\sqrt{12}\\) & 0.3937 & 0.0015 & 0.0198 & 0.014 \\\\\n",
-      "6 & \\(\\sqrt{24}\\) & 0.4164 & 0.0012 & 0.0204 & 0.009 \\\\\n",
-      "7 & \\(\\sqrt{27}\\) & 0.4012 & 0.001 & 0.0106 & 0.007 \\\\\n",
-      "8 & \\(\\sqrt{32}\\) & 0.4146 & 0.001 & 0.008 & 0.007 \\\\\n",
-      "9 & \\(\\sqrt{40}\\) & 0.4057 & 0.0009 & 0.0119 & 0.002 \\\\\n",
+      "1 & \\(\\sqrt{4}\\) & 0.4366 & 0.0031 & 0.0144 & 0.029 \\\\\n",
+      "2 & \\(\\sqrt{4}\\) & 0.3865 & 0.0025 & 0.0056 & 0.021 \\\\\n",
+      "3 & \\(\\sqrt{8}\\) & 0.3764 & 0.0017 & 0.0077 & 0.031 \\\\\n",
+      "4 & \\(\\sqrt{11}\\) & 0.3994 & 0.0016 & 0.0007 & 0.008 \\\\\n",
+      "5 & \\(\\sqrt{12}\\) & 0.3937 & 0.0015 & 0.0084 & 0.014 \\\\\n",
+      "6 & \\(\\sqrt{24}\\) & 0.4164 & 0.0012 & 0.0087 & 0.009 \\\\\n",
+      "7 & \\(\\sqrt{27}\\) & 0.4012 & 0.001 & 0.0045 & 0.007 \\\\\n",
+      "8 & \\(\\sqrt{32}\\) & 0.4146 & 0.001 & 0.0034 & 0.007 \\\\\n",
+      "9 & \\(\\sqrt{40}\\) & 0.4057 & 0.0009 & 0.005 & 0.002 \\\\\n",
       "\n"
      ]
     }
@@ -167,7 +195,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 29,
    "metadata": {
     "autoscroll": false,
     "collapsed": false,
@@ -184,7 +212,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 46,
    "metadata": {
     "autoscroll": false,
     "collapsed": false,
@@ -198,10 +226,10 @@
     {
      "data": {
       "text/plain": [
-       "(0.4007, 0.0027, 0.0071)"
+       "(0.4016, 0.0017, 0.0089)"
       ]
      },
-     "execution_count": 13,
+     "execution_count": 46,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -273,7 +301,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 51,
    "metadata": {
     "autoscroll": false,
     "collapsed": false,
@@ -287,16 +315,16 @@
     {
      "data": {
       "text/plain": [
-       "0.40685"
+       "-0.027602905569007182"
       ]
      },
-     "execution_count": 25,
+     "execution_count": 51,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "(.4007+.413)/2"
+    "(.4016-.413)/.413"
    ]
   }
  ],
diff --git a/tem/auswertung/out/figlist.txt b/tem/auswertung/out/figlist.txt
index cb48a8a..1770476 100644
--- a/tem/auswertung/out/figlist.txt
+++ b/tem/auswertung/out/figlist.txt
@@ -262,4 +262,52 @@
   \caption{}
   \label{fig:gold_hires-profile_10}
 \end{figure}
+    
+\begin{figure}[H]\centering
+  \input{../auswertung/figs/gold_diffr/profile.pgf}
+  \caption{}
+  \label{fig:gold_diffr-profile}
+\end{figure}
+    
+\begin{figure}[H]\centering
+  \input{../auswertung/figs/gold_diffr/profile.pgf}
+  \caption{}
+  \label{fig:gold_diffr-profile}
+\end{figure}
+    
+\begin{figure}[H]\centering
+  \input{../auswertung/figs/gold_diffr/profile.pgf}
+  \caption{}
+  \label{fig:gold_diffr-profile}
+\end{figure}
+    
+\begin{figure}[H]\centering
+  \input{../auswertung/figs/gold_diffr/profile.pgf}
+  \caption{}
+  \label{fig:gold_diffr-profile}
+\end{figure}
+    
+\begin{figure}[H]\centering
+  \input{../auswertung/figs/gold_diffr/profile.pgf}
+  \caption{}
+  \label{fig:gold_diffr-profile}
+\end{figure}
+    
+\begin{figure}[H]\centering
+  \input{../auswertung/figs/gold_diffr/profile.pgf}
+  \caption{}
+  \label{fig:gold_diffr-profile}
+\end{figure}
+    
+\begin{figure}[H]\centering
+  \input{../auswertung/figs/gold_diffr/profile.pgf}
+  \caption{}
+  \label{fig:gold_diffr-profile}
+\end{figure}
+    
+\begin{figure}[H]\centering
+  \input{../auswertung/figs/gold_diffr/profile.pgf}
+  \caption{}
+  \label{fig:gold_diffr-profile}
+\end{figure}
     
\ No newline at end of file
diff --git a/tem/auswertung/utility.py b/tem/auswertung/utility.py
index 8e8d8a5..fd50889 100644
--- a/tem/auswertung/utility.py
+++ b/tem/auswertung/utility.py
@@ -173,9 +173,15 @@ def analyze_diffr_profile(profile, limits, save=None, **peak_args):
                label='Auswertungsbereich')
     ax.legend()
 
+    for i, peak in enumerate(peaks):
+        ax.annotate(str(i+1), xy=(x[peak], amp[peak]), textcoords='offset points', xytext=(-3, 5))
+
+    if save:
+        save_fig(fig, *save)
+
     candidates = 1/x[peaks]
     d_candidates = candidates**2*(x[1]-x[0])
-    sigma_candidates = candidates**2*peak_info['widths']*(x[1]-x[0])
+    sigma_candidates = candidates**2*peak_info['widths']*(x[1]-x[0])/(2.355)  # correct for width
     return candidates, d_candidates, sigma_candidates
 
 def analyze_profile(profile, limits=(0, -1), save=None, **peak_args):
diff --git a/tem/messungen/gold_diffr/Gold_diffr.1.jpg b/tem/messungen/gold_diffr/Gold_diffr.jpg
similarity index 100%
rename from tem/messungen/gold_diffr/Gold_diffr.1.jpg
rename to tem/messungen/gold_diffr/Gold_diffr.jpg
diff --git a/tem/messungen/gold_diffr/mean of Gold_diffr.Pol.jpg b/tem/messungen/gold_diffr/mean of Gold_diffr_Pol.jpg
similarity index 100%
rename from tem/messungen/gold_diffr/mean of Gold_diffr.Pol.jpg
rename to tem/messungen/gold_diffr/mean of Gold_diffr_Pol.jpg
diff --git a/tem/protokoll/protokoll.tex b/tem/protokoll/protokoll.tex
index 1215835..6230f3b 100644
--- a/tem/protokoll/protokoll.tex
+++ b/tem/protokoll/protokoll.tex
@@ -373,9 +373,9 @@ Netzebenen ermittelt werden.
 \ref{tab:hrtemnetz} Zeigt die gewonnenen
 Gitterkonstanten. Interssanterweise weist Messung \(2\) den
 gr\"o\ss{}ten Abstand zum Literaturwert auf und hat dennoch nicht die
-gr\"o\ss{}ten Fehlergrenzen. Falls die Profielbildung nich genau
+gr\"o\ss{}ten Fehlergrenzen. Falls die Profilbildung nich genau
 senkrecht zu den Netzebenen erfolgt, ergeben sich nicht gut
-Quantifizierbare Abweichungen. Das ist hier warscheinlich der Fall. In
+quantifizierbare Abweichungen. Das ist hier warscheinlich der Fall. In
 allen F\"allen liegt der Litertaturwert jedoch innerhalb der
 kombinierten Fehlergrenzen.
 
@@ -396,12 +396,14 @@ in~\ref{tab:netzhrtem} einzusehen.
 \end{table}
 
 Durch gewichtetes mitteln der Gitterkonstanten aus~\ref{tab:hrtemas}
-wird die Resultierende Gitterkonstante ermittelt. Die gewichte ergeben
-sich dabei aus \(w_i = (\Delta a_{syst} + \Delta a_{stat})^{-2}\). Mit eben
-diesen Gewichten wird auch die systematische Abweichung nach
-Fehlerfortpflanzung zu \((\sum_i w_i)^{-1/2}\) bestimmt. Die
-statistische Abweichung ergibt sich durch die gewichtete
-Standardabweichung aus den vier Messwerten.~\cite{Aachen}
+wird die resultierende Gitterkonstante ermittelt. Die Gewichte ergeben
+sich dabei aus \(w_i = (\Delta a_{syst} + \Delta a_{stat})^{-2}\). Mit
+eben diesen Gewichten wird auch die systematische Abweichung nach
+Fehlerfortpflanzung zu \((\sum_i w_i)^{-1/2}\)
+bestimmt~\cite{Aachen}. Die statistische Abweichung ergibt sich durch
+die gewichtete Standardabweichung (Wurzel aus dem gewichteten Mittel
+der quadratischen Abweichungen vom Mittelwert) aus den vier
+Messwerten. 
 
 \begin{equation}
   \label{eq:ahrtem}
@@ -409,12 +411,149 @@ Standardabweichung aus den vier Messwerten.~\cite{Aachen}
 \end{equation}
 
 Der wert in~\eqref{eq:ahrtem} stimmt innerhalb der Abweichungsgrenzen
-mit der Litertatur \"uberein.
+mit der Litertatur \"uberein, wobei er leicht oberhalb desselben liegt.
 
 \subsection{Elektronenbeugungsbild einer Goldinsel}
 \label{sec:golddiffr}
 
-Ein 
+Nach dem Einbringen eines Beamstoppers zur Ausblendung des
+Nullstrahles zum Schutze der Kamera wurde eine Serie von
+Elektronenbeugungsbildern aufgenommen. Dabei ist Drift durch
+thermische Ausdehnung unerheblich, da h\"chstens die
+Helligkeitsinhomogenit\"aten in den Beugungsringen verschoben
+w\"urden. Es wurden zur Rauschreduzierung 10 Beugungsbilder
+aufgenommen und gemittelt. Das resultierende Beugungsbild ist
+in~\ref{fig:ebeug_orig} dargestellt. Deutlich kann man die durch die
+zuf\"allige Ausrichtung der Kristallite in den Goldinseln entstehenden
+Debye-Scherrer Ringe erkennen, wobei in den Ringen inhomogenit\"aten
+durch Vorzugsrichtungen auftreten. Die L\"angenskala der Abbildung ist
+dabei so kalibriert, dass sich der Netztebenenabstand direkt aus den
+Radien \(r_{hkl}\) der Beugungsringe ergibt.
+
+\begin{equation}
+  \label{eq:beugrad}
+  d_{hkl} = \frac{1}{r_{hkl}} \pm \frac{\delta r_{hkl}}{r_{hkl}^2}
+\end{equation}
+
+Um \"uber gesamte l\"ange der Ringe mitteln zu k\"onnen wird das Bild
+polartransformiert (siehe~\ref{fig:ebeug_polar}). Vor dem ersten
+Beugungsring ist ein artefaktartiger Ring zu erkennen, der nicht
+konzentrisch zu den anderen ringen ist. Bilded man nun das Profil
+durch integration der gesammten H\"ohe des Bildes und bestimmt die
+Peakpositionen, so l\"asst sich die Netzebenenabst\"ande berechnen
+(siehe~\ref{fig:gold_diffr-profile}). Die systematische Unsicheheit
+ist durch die Aufl\"osung des Profils von
+\(\Delta r_{hkl}=\SI{3.3e-2}{\nano\meter^{-1}}\) gegeben. Die
+statistische Abweichung ist durch die Standarbreite der Peaks gegeben.
+
+Von da an kann die Gitterkonstante analog zu~\ref{sec:hrtem} bestimmt
+werden. Die den einzelnen Peaks zugeordneten werte f\"ur die
+Gitterkonstante kann in~\ref{tab:diffras} eingesehen werden. Die
+dazuge\"origen Netzebenen sind in~\ref{tab:netzdiffr}
+aufgelistet. Dabei ist der vierte Peak nur unter Vergr\"o\ss{}erung
+des Graphen in~\ref{fig:gold_diffr-profile} zu erkennen, liefert aber
+einen Wert in er richtigen Gr\"o\ss{}enordnung. Die statistische
+Abreichung wird bei diesem peak allerdings grob untersch\"atzt.
+
+\begin{table}[h]
+  \centering
+  \begin{tabular}{SS|SSSS}
+    \toprule
+    {Peak. Nr.} & {\(\sqrt{h^2+k^2+l^2}\)} & {\(a\) [\si{\nano\meter}]} &
+                                                                          {\(\Delta a_{syst}\)
+                                                                          [\si{\nano\meter}]} &
+                                                                                                {\(\Delta
+                                                                                                a_{stat}\)
+                                                                                                [\si{\nano\meter}]}
+    & {\(|a-a_{lit}|\) [\si{\nano\meter}]}\\
+    \midrule
+    1 & \(\sqrt{4}\) & 0.4366 & 0.0031 & 0.0144 & 0.029 \\
+    2 & \(\sqrt{4}\) & 0.3865 & 0.0025 & 0.0056 & 0.021 \\
+    3 & \(\sqrt{8}\) & 0.3764 & 0.0017 & 0.0077 & 0.031 \\
+    4 & \(\sqrt{11}\) & 0.3994 & 0.0016 & 0.0007 & 0.008 \\
+    5 & \(\sqrt{12}\) & 0.3937 & 0.0015 & 0.0084 & 0.014 \\
+    6 & \(\sqrt{24}\) & 0.4164 & 0.0012 & 0.0087 & 0.009 \\
+    7 & \(\sqrt{27}\) & 0.4012 & 0.0010 & 0.0045 & 0.007 \\
+    8 & \(\sqrt{32}\) & 0.4146 & 0.0010 & 0.0034 & 0.007 \\
+    9 & \(\sqrt{40}\) & 0.4057 & 0.0009 & 0.0050 & 0.002 \\
+  \end{tabular}
+  \caption[Gitterkonstanten aus den Beugungsringen]{Aus dem
+    Beugungsbild (\ref{fig:ebeug})
+    ermittelte Gitterkonstanten.}
+  \label{tab:diffras}
+\end{table}
+\begin{table}[h]
+  \centering
+  \begin{tabular}{ll}
+    \toprule
+    \(\sqrt{h^2+k^2+l^2}\) & Netzebenen \\
+    \midrule
+    \(\sqrt{4}\) & \(\mqty(2 & 0 & 0)\) \\
+    \(\sqrt{8}\) & \(\mqty(2 & 2 & 0)\) \\
+    \(\sqrt{11}\) & \(\mqty(3 & 1 & 1)\) \\
+    \(\sqrt{12}\) & \(\mqty(2 & 2 & 2)\) \\
+    \(\sqrt{24}\) & \(\mqty(4 & 2 & 2)\) \\
+    \(\sqrt{27}\) & \(\mqty(3 & 3 & 3)\), \(\mqty(5 & 1 & 1)\) \\
+    \(\sqrt{32}\) & \(\mqty(4 & 4 & 0)\) \\
+    \(\sqrt{40}\) & \(\mqty(6 & 2 & 0)\) \\
+  \end{tabular}
+  \caption{Netzebenen zu den \(\sqrt{h^2+k^2+l^2}\) aus dem Beugungsbild.}
+  \label{tab:netzdiffr}
+\end{table}
+
+
+\begin{figure}[hp]
+  \centering
+  \begin{subfigure}{.4\textwidth}
+    \centering
+    \includegraphics[width=\textwidth]{../messungen/gold_diffr/Gold_diffr.jpg}%
+    \caption{Gemitteltes Elektronenbeugungsbild von Gold. Die
+      Debye-Scherrer Ringe sind gut zu erkennen. Der rote Ring dient
+      zur Kalibrierung der Polartransformation.}%
+    \label{fig:ebeug_orig}
+  \end{subfigure}
+  \begin{subfigure}{.4\textwidth}
+    \centering
+    \includegraphics[width=\textwidth]{../messungen/gold_diffr/mean of Gold_diffr_Pol.jpg}%
+    \caption{Polartransformation des Beugungsbild zur erleichterung
+      der Profilberechnung. Das Auswahlrechteck spiegelt nicht den
+      Integrationsbereich wieder.3 Tats\"achlich wurde bei der
+      Profilbildung \"uber die gesammte Breite integriert.}%
+    \label{fig:ebeug_plolar}
+  \end{subfigure}
+  \begin{subfigure}{\textwidth}
+    \centering \resizebox{1\textwidth}{!}{%
+      \input{../auswertung/figs/gold_diffr/profile.pgf}}
+    \caption{Integriertes Intensit\"atsprofil des
+      Beugungsbildes. Nummerierung der Peaks von links nach rechts.}%
+    \label{fig:gold_diffr-profile}
+  \end{subfigure}
+  \caption{Elektronenbeugungsbild von Goldinseln.}
+  \label{fig:ebeug}
+\end{figure}
+
+Die Gitterkonstante ergibt sich wieder durch gewichtete Mittelung.
+\begin{equation}
+  \label{eq:ahrtem}
+  a_{DIFFR} = \SI[parse-numbers=false]{0.4016\pm 0.0017\,(sys)\pm 0.0089\,(stat)}{\nano\meter}
+\end{equation}
+
+Auch dieser Wert ist innerhalb der Unsicherheitsgrenzen mit dem
+Literaturwert vertr\"aglich liegt aber unter selbigen. Mittelt man die
+Beiden werte f\"ur die Gitterkonstante ungewichtet (da hier nur zur
+Illustration gedacht), erhält man
+\(a=\SI{.4037}{\nano\meter}\). Dieser Wert stimmt bis auf eine
+Nachkommastelle mit der Literatur \"uberein.
+
+Die werte f\"ur die Gitterkonstanten sind jeweils innerhalb der
+Ungenauigkeitsgrenzen (summiert) miteinander und der Literatur
+kompatibel. Die Diskrepanz der beiden Werte von ca.~\SI{3}{\percent}
+kann durch statistische Schwankungen erkl\"art werden. Weiterhin ist
+die Genauigkeit der Eichung des TEM nicht bekannt. Die direkte
+Vermessung der Netzebenenabst\"ande ist zwar instruktiv, aber der
+messung aus dem Beugungsbild hier in der systematischen Abweichung
+unterlegen. Auch l\"asst sich die Vermessung des Beugungsbildes besser
+automatisieren.
 
 \newpage
 \section{Verzeichnisse}