regenerate kml with granular data provided by fr24

3 years ago · 355b7b9a15
6 changed files with 1579 additions and 72 deletions
--- a/README.md
+++ b/README.md
@ -1,6 +1,6 @@
				@@ -1,6 +1,6 @@
 # mu5735

-ADS-B data, graphs and basic analysis for the crash of [Chinese Eastern Flight 5735](https://en.wikipedia.org/wiki/China_Eastern_Airlines_Flight_5735), collected from flightradar24 ([detailed data](https://twitter.com/flightradar24/status/1505863117343014916/photo/2), [coarse data](https://www.flightradar24.com/data/aircraft/b-1791#2b367bc1)).
+ADS-B data, graphs and basic analysis for the crash of [Chinese Eastern Flight 5735](https://en.wikipedia.org/wiki/China_Eastern_Airlines_Flight_5735), collected from flightradar24 ([granular data](https://www.flightradar24.com/blog/china-eastern-airlines-flight-5735-crashes-en-route-to-guangzhou/), [detailed data](https://twitter.com/flightradar24/status/1505863117343014916/photo/2), [coarse data](https://www.flightradar24.com/data/aircraft/b-1791#2b367bc1)).

 For educational purposes only.

--- a/combined.csv
+++ b/combined.csv
@ -1,68 +1,368 @@
				@@ -1,68 +1,368 @@
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@ -70,14 +370,17 @@ timestamp,lat,lng,altitude,speed,vs,heading,squawk
				@@ -70,14 +370,17 @@ timestamp,lat,lng,altitude,speed,vs,heading,squawk
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@ -87,10 +390,8 @@ timestamp,lat,lng,altitude,speed,vs,heading,squawk
				@@ -87,10 +390,8 @@ timestamp,lat,lng,altitude,speed,vs,heading,squawk
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--- a/combined.xlsx
+++ b/combined.xlsx
--- a/granular.csv
+++ b/granular.csv
@ -0,0 +1,397 @@
				@@ -0,0 +1,397 @@
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+2022-03-21 06:17:12Z.520,1647843432.520,0x780db8,CES5735,23.42625,110.37476,P,29100,2101,454,100,0
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+2022-03-21 06:17:37Z.874,1647843457.874,0x780db8,CES5735,23.4169,110.43282,P,29100,2101,454,99,0
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+2022-03-21 06:18:09Z.350,1647843489.350,0x780db8,CES5735,23.40555,110.50314,P,29100,2101,455,99,0
+2022-03-21 06:18:14Z.714,1647843494.714,0x780db8,CES5735,23.40381,110.51397,P,29100,2101,455,99,64
+2022-03-21 06:18:19Z.230,1647843499.230,0x780db8,CES5735,23.40189,110.5257,P,29100,2101,455,99,64
+2022-03-21 06:18:24Z.944,1647843504.944,0x780db8,CES5735,23.3999,110.53793,P,29100,2101,455,99,0
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+2022-03-21 06:19:00Z.514,1647843540.514,0x780db8,CES5735,23.38668,110.61935,P,29100,2101,456,99,0
+2022-03-21 06:19:01Z.976,1647843541.976,0x780db8,,0,0,N,29100,0,458,99,-32
+2022-03-21 06:19:05Z.304,1647843545.304,0x780db8,,0,0,N,29100,0,456,99,0
+2022-03-21 06:19:07Z.645,1647843547.645,0x780db8,,23.38421,110.63471,P,29100,0,456,99,32
+2022-03-21 06:19:09Z.534,1647843549.534,0x780db8,,23.38353,110.63876,P,29100,0,457,100,0
+2022-03-21 06:19:10Z.960,1647843550.960,0x780db8,CES5735,23.38293,110.64241,P,29100,2101,457,100,0
+2022-03-21 06:19:16Z.570,1647843556.570,0x780db8,CES5735,23.38095,110.6546,P,29100,2101,457,100,0
+2022-03-21 06:19:26Z.908,1647843566.908,0x780db8,CES5735,23.37723,110.67724,P,29100,2101,457,100,64
+2022-03-21 06:19:32Z.020,1647843572.020,0x780db8,CES5735,23.37524,110.6894,P,29100,2101,457,100,64
+2022-03-21 06:19:37Z.038,1647843577.038,0x780db8,CES5735,23.37337,110.70074,P,29100,2101,457,100,0
+2022-03-21 06:19:37Z.695,1647843577.695,0x780db8,,0,0,N,29100,2101,457,100,0
+2022-03-21 06:19:41Z.680,1647843581.680,0x780db8,,0,0,N,29100,2101,458,100,0
+2022-03-21 06:19:44Z.261,1647843584.261,0x780db8,,0,0,N,29100,2101,457,100,0
+2022-03-21 06:19:46Z.999,1647843586.999,0x780db8,,0,0,N,29100,2101,458,100,0
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+2022-03-21 06:19:50Z.666,1647843590.666,0x780db8,CES5735,23.36829,110.7319,P,29100,2101,457,100,0
+2022-03-21 06:19:52Z.580,1647843592.580,0x780db8,CES5735,23.36769,110.73554,P,29100,2101,457,100,0
+2022-03-21 06:19:53Z.572,1647843593.572,0x780db8,CES5735,23.36732,110.73782,P,29100,2101,458,100,0
+2022-03-21 06:19:56Z.386,1647843596.386,0x780db8,CES5735,23.36618,110.74458,P,29100,2101,457,100,0
+2022-03-21 06:19:57Z.120,1647843597.120,0x780db8,CES5735,23.36583,110.74682,P,29100,2101,457,100,0
+2022-03-21 06:19:59Z.386,1647843599.386,0x780db8,CES5735,23.36508,110.75134,P,29100,2101,457,100,0
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+2022-03-21 06:22:31Z.888,1647843751.888,0x780db8,CES5735,23.33533,111.09754,P,4375,0,442,73,-26752
+2022-03-21 06:22:35Z.972,1647843755.972,0x780db8,CES5735,23.33752,111.10558,P,3225,0,376,87,-30976
--- a/kml.py
+++ b/kml.py
@ -4,15 +4,18 @@ from fastkml.geometry import Geometry
				@@ -4,15 +4,18 @@ from fastkml.geometry import Geometry
 from fastkml.styles import Style, LineStyle
 from shapely.geometry import Point, LineString
 from colour import Color
+from datetime import date, datetime

 colours = list(Color("#ff0000").range_to(Color("#00ffff"), 256))

 k = kml.KML()
 d = kml.Document()
+f_r = kml.Folder(name='route')
+f_p = kml.Folder(name='points')

 df = pandas.read_csv('combined.csv')
-df_s = [(i.lng, i.lat, i.altitude * 0.3048) for i in df.itertuples()]
-min_alt, max_alt = min(j[-1] for j in df_s), max(j[-1] for j in df_s)
+df_s = [(i.lng, i.lat, i.altitude*0.3048) for i in df.itertuples()]
+min_alt, max_alt = df.altitude.min()*0.3048, df.altitude.max()*0.3048

 for j in range(len(df_s)-1):
    this_alt = (df_s[j][-1] + df_s[j+1][-1]) / 2
@ -27,8 +30,22 @@ for j in range(len(df_s)-1):
				@@ -27,8 +30,22 @@ for j in range(len(df_s)-1):
        Point(*df_s[j+1]),
    ]), altitude_mode="absolute")

-    d.append(p)
+    f_r.append(p)

+d.append(f_r)
+
+for j in range(len(df)):
+    ji = df.iloc[j]
+
+    p = kml.Placemark(
+        name=str(datetime.fromtimestamp(df.iloc[j].timestamp).isoformat()),
+        description=f'({ji.lat}, {ji.lng}) @ {ji.altitude} ft\nGS: {ji.speed} kt, VS: {ji.vs} fpm, {ji.heading}°\nSquawk: {ji.squawk}'
+    )
+    p.geometry = Geometry(geometry=Point(*df_s[j]), altitude_mode="absolute")
+
+    f_p.append(p)
+
+d.append(f_p)
 k.append(d)

 with open('out.kml', 'w+', encoding='utf-8') as f:
--- a/out.kml
+++ b/out.kml