From 45414257deae602b3aa27af92f10ecb5a5818819 Mon Sep 17 00:00:00 2001
From: Rowan Cockett <rowanc1@gmail.com>
Date: Wed, 31 Jan 2024 09:52:38 -0700
Subject: [PATCH] Step numbering (#39)

This increments the Step 10 --> Step 11, which was repeated.

---------

Co-authored-by: Santiago Soler <santisoler@fastmail.com>
---
 live/02-inversion-dc-resistivity-2d.ipynb      | 18 +++++++++---------
 notebooks/02-inversion-dc-resistivity-2d.ipynb | 16 ++++++++--------
 2 files changed, 17 insertions(+), 17 deletions(-)

diff --git a/live/02-inversion-dc-resistivity-2d.ipynb b/live/02-inversion-dc-resistivity-2d.ipynb
index 6a49919..db95069 100644
--- a/live/02-inversion-dc-resistivity-2d.ipynb
+++ b/live/02-inversion-dc-resistivity-2d.ipynb
@@ -880,7 +880,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Step 10: Define and Run the Inversion\n",
+    "## Step 11: Define and Run the Inversion\n",
     "\n",
     "### <span style=\"color:darkgreen\">Exercise (beginner):</span>\n",
     "\n",
@@ -906,14 +906,14 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Step 11: Inversion Outputs"
+    "## Step 12: Inversion Outputs"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 11a: Extract Some Inversion Outputs"
+    "### 12a: Extract Some Inversion Outputs"
    ]
   },
   {
@@ -934,7 +934,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 11b: Plot Tikhonov Curve"
+    "### 12b: Plot Tikhonov Curve"
    ]
   },
   {
@@ -987,7 +987,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 11c: Choose an Iteration to Further Examine"
+    "### 12c: Choose an Iteration to Further Examine"
    ]
   },
   {
@@ -1003,7 +1003,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 11d: Plot Observed Data, Prediced Data and Normalized Misfit"
+    "### 12d: Plot Observed Data, Predicted Data and Normalized Misfit"
    ]
   },
   {
@@ -1055,7 +1055,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 11e: Plot Observed and Predicted Apparent Resistivities"
+    "### 12e: Plot Observed and Predicted Apparent Resistivities"
    ]
   },
   {
@@ -1107,7 +1107,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 11f: Plot Recovered Model"
+    "### 12f: Plot Recovered Model"
    ]
   },
   {
@@ -1228,7 +1228,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.9"
+   "version": "3.10.13"
   }
  },
  "nbformat": 4,
diff --git a/notebooks/02-inversion-dc-resistivity-2d.ipynb b/notebooks/02-inversion-dc-resistivity-2d.ipynb
index 4ab2a7b..c83bea1 100644
--- a/notebooks/02-inversion-dc-resistivity-2d.ipynb
+++ b/notebooks/02-inversion-dc-resistivity-2d.ipynb
@@ -1025,7 +1025,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Step 10: Define and Run the Inversion\n",
+    "## Step 11: Define and Run the Inversion\n",
     "\n",
     "### <span style=\"color:darkgreen\">Exercise (beginner):</span>\n",
     "\n",
@@ -1101,14 +1101,14 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Step 11: Inversion Outputs"
+    "## Step 12: Inversion Outputs"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 11a: Extract Some Inversion Outputs"
+    "### 12a: Extract Some Inversion Outputs"
    ]
   },
   {
@@ -1129,7 +1129,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 11b: Plot Tikhonov Curve\n",
+    "### 12b: Plot Tikhonov Curve\n",
     "\n",
     "Plot the Tikhonov curve to determine whether the inversion reaches target misfit, and the point at which the recovered models start to overfit the data."
    ]
@@ -1195,7 +1195,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 11c: Choose an Iteration to Further Examine"
+    "### 12c: Choose an Iteration to Further Examine"
    ]
   },
   {
@@ -1211,7 +1211,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 11d: Plot Observed Data, Prediced Data and Normalized Misfit\n",
+    "### 12d: Plot Observed Data, Predicted Data and Normalized Misfit\n",
     "\n",
     "This step is necessary for determining whether the recovered model accurately reproduces observed anomalies. Here, we plot the observed data, predicted data for the recovered model, and the normalized data misfit. As we can see, the recovered model reproduces the observed data quite well. And the normalized misfit map indicates we are not overfitting certain electrodes relative to others.\n",
     "\n",
@@ -1278,7 +1278,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 11e: Plot Observed and Predicted Apparent Resistivities"
+    "### 12e: Plot Observed and Predicted Apparent Resistivities"
    ]
   },
   {
@@ -1351,7 +1351,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 11f: Plot Recovered Model\n",
+    "### 12f: Plot Recovered Model\n",
     "\n",
     "As we can see, weighted least-squares regularization leads to the recovery of smooth models."
    ]