Something is off with directions after 2019-01-01 for Flinten7 station

See #7
DHI · Dec 6, 2024 · fd4612e · fd4612e
1 parent bd665b9
commit fd4612e
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diff --git a/.preprocessing/preprocess_current_data.ipynb b/.preprocessing/preprocess_current_data.ipynb
@@ -1,8 +1,17 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Preprocessing of station current data\n",
+    "\n",
+    "Note: Something is off with directions after 2019-01-01 for Flinten7 station. They have been removed for now. "
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -12,7 +21,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -56,7 +65,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -73,7 +82,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [
     {
@@ -225,7 +234,7 @@
        "[285450 rows x 4 columns]"
       ]
      },
-     "execution_count": 4,
+     "execution_count": 15,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -242,7 +251,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -251,7 +260,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [
     {
@@ -286,7 +295,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 18,
    "metadata": {},
    "outputs": [
     {
@@ -321,7 +330,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [
     {
@@ -539,7 +548,7 @@
        "[231505 rows x 8 columns]"
       ]
      },
-     "execution_count": 8,
+     "execution_count": 19,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -552,7 +561,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [
     {
@@ -770,7 +779,7 @@
        "[61574 rows x 8 columns]"
       ]
      },
-     "execution_count": 9,
+     "execution_count": 20,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -782,11 +791,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 21,
    "metadata": {},
    "outputs": [],
    "source": [
-    "Flinten7[[\"u_depth_averaged\",\"v_depth_averaged\"]].rename(columns={\"u_depth_averaged\":\"u\",\"v_depth_averaged\":\"v\"}).to_csv(\"../observations/Flinten7_u_v.csv\", date_format='%Y-%m-%dT%H:%M:%S')"
+    "df = Flinten7[[\"u_depth_averaged\",\"v_depth_averaged\"]].rename(columns={\"u_depth_averaged\":\"u\",\"v_depth_averaged\":\"v\"})\n",
+    "\n",
+    "# Something is off with directions after 2019-01-01; let's skip for now\n",
+    "df = df.loc[slice(None,'2019-01-01')]\n",
+    "\n",
+    "df.to_csv(\"../observations/Flinten7_u_v.csv\", date_format='%Y-%m-%dT%H:%M:%S')"
    ]
   },
   {
@@ -798,7 +812,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 22,
    "metadata": {},
    "outputs": [],
    "source": [