diff --git a/data/regions/extract_weather_data.R b/data/regions/extract_weather_data.R
old mode 100644
new mode 100755
index 8ee3891c87f75b6c57681aaceec2b1f0851b0652..35be058b89ef211e50c04588c862f1e52a7e38f5
--- a/data/regions/extract_weather_data.R
+++ b/data/regions/extract_weather_data.R
@@ -9,13 +9,13 @@
 library(tidyverse)
 
 ## replace this with the correct file name
-weatherfile = "daily_weather_jena_dwd/produkt_klima_tag_18210101_20221231_02444.txt"
+weatherfile = "produkt_klima_tag_18210101_20231231_02444.txt"
 
 data = read.table(weatherfile, sep=";", header=T)
 
 weather = data %>%
-    ## drop values before 2000 to save space
-	filter(MESS_DATUM>=20000101) %>%
+    ## drop values before 1990 to save space
+	filter(MESS_DATUM>=19900101) %>%
     ## select relevant variables and convert place-holder values to NA
     select(MESS_DATUM, FM, RSK, SDK, VPM, TMK, TXK, TNK) %>%
     mutate(date=MESS_DATUM, MESS_DATUM=NULL,
@@ -28,4 +28,4 @@ weather = data %>%
            min_temperature=na_if(TNK, -999), TNK=NULL)
 
 ## replace with the desired file name
-write.csv(weather, file="weather_jena.csv", row.names=FALSE)
+write.csv(weather, file="weather.csv", row.names=FALSE)
diff --git a/data/regions/jena-small/weather.csv b/data/regions/jena-small/weather.csv
index cd5409be90dd99a2bfb09ab6f63c6ed53b267b24..50bfa377c38ee6b21130ef4ec88a7eb26a0b90b6 100644
--- a/data/regions/jena-small/weather.csv
+++ b/data/regions/jena-small/weather.csv
@@ -1,4 +1,3656 @@
 "date","mean_windspeed","precipitation","sunshine_hours","mean_vapour_pressure","mean_temperature","max_temperature","min_temperature"
+19900101,NA,0,0,4.9,0.6,1.5,-1.9
+19900102,NA,0,0,5.3,0.1,1.4,-0.7
+19900103,NA,0,0,4.4,-1,0.4,-2
+19900104,NA,0,3.4,4.3,-0.5,2.2,-4.4
+19900105,NA,1.1,0,5.1,0.6,1.2,-2.7
+19900106,NA,0,3.5,4.9,0,1.5,-4.6
+19900107,NA,0,5,4,-2,3.1,-5.9
+19900108,NA,0.2,0.3,4.4,-0.7,1.5,-7.6
+19900109,NA,0,0,6.2,3.1,4.4,0.3
+19900110,NA,0,0,5.9,2.7,6.6,0.6
+19900111,NA,0,0,6,4.2,6.3,-1.7
+19900112,NA,0,1,6.3,3.5,7.8,0.6
+19900113,NA,0,5.3,5.1,0.8,5,-2.4
+19900114,NA,0,1.9,6,2.2,7.6,-0.1
+19900115,NA,0,0.3,5.9,4.4,6.1,-0.7
+19900116,NA,0,0,8.6,9.9,11.8,5.2
+19900117,NA,1.1,0.1,7.9,8.8,11.4,6
+19900118,NA,0,4.9,5.2,4.3,6.9,2
+19900119,NA,0.4,2.9,5.5,5.4,8,3
+19900120,NA,0.4,0,6.7,5.8,6.5,3.3
+19900121,NA,0,1.3,8.3,10,12.6,5.3
+19900122,NA,0,2.8,7.3,7.6,9.7,6.4
+19900123,NA,0,2.3,6.4,8.2,11,3
+19900124,NA,2.2,3.5,6.4,6.3,9.6,3
+19900125,NA,4.5,0,7.2,8.7,13.8,1.8
+19900126,NA,1.5,7,5.4,6.3,11.5,3.8
+19900127,NA,0.5,4.8,6.4,4.3,8.2,2.2
+19900128,NA,0,0.4,5.5,8.4,12.2,0.6
+19900129,NA,0,6.2,5.7,4.1,9.5,0.9
+19900130,NA,0,0.4,6.9,6.1,8.3,-0.5
+19900131,NA,0,0.1,6.9,8.1,10.5,5.1
+19900201,NA,0,0,7.5,9.4,12.8,4.8
+19900202,NA,0.1,0.5,6.7,6.2,10.5,3.3
+19900203,NA,0.4,0.9,6.4,9.5,12.2,2.8
+19900204,NA,0,7.1,6,7,12.7,4.5
+19900205,NA,0,6.3,5.7,5.6,13.8,2
+19900206,NA,0,7.4,4.7,3.3,13.6,-3.6
+19900207,NA,0,5.6,6.9,11,15,1.1
+19900208,NA,0.9,2.6,7.9,10.6,17,6.2
+19900209,NA,1,1,5.9,4.3,8.5,1.8
+19900210,NA,0.8,5.2,4.8,5.9,9.4,-0.7
+19900211,NA,0.4,1.8,6.3,5.1,8.2,2.8
+19900212,NA,0.4,2.8,6,3.9,8.4,1.7
+19900213,NA,6.1,1.2,5.3,3.4,6.2,0.6
+19900214,NA,1.9,2,6,5.7,7.5,0.8
+19900215,NA,9.7,0,6.4,2.8,5.7,0.4
+19900216,NA,0,5,4.8,3.3,5.6,1.4
+19900217,NA,0,8.4,5.2,4.3,8.6,-2
+19900218,NA,0,0.7,8.6,10,12.1,4.7
+19900219,NA,0,6.5,9.1,10.8,16.2,6.3
+19900220,NA,0,7.8,9.8,11.8,17.6,8.2
+19900221,NA,0,7.3,8.6,11.9,19.2,1.9
+19900222,NA,0,9.1,5.5,7,15.6,1.8
+19900223,NA,0,9,6.1,8.6,18.7,-0.5
+19900224,NA,0,8,8.4,11.5,20.7,3.1
+19900225,NA,0,0,8.1,14.5,17,6.1
+19900226,NA,10,1.7,8.2,9.1,15.8,4.3
+19900227,NA,6.4,0.7,6.3,4.1,5.7,0.9
+19900228,NA,12.4,3.7,6,5.7,7.4,2.6
+19900301,NA,1.7,4.2,5.2,4.1,8.4,2.3
+19900302,NA,0.8,4.4,4.8,2.4,6.2,0.7
+19900303,NA,0.3,0.3,5.8,4.3,5.4,0
+19900304,NA,0,0.6,5.7,6.1,7.1,3.6
+19900305,NA,0,1,6.7,7.2,8.4,3.3
+19900306,NA,0.3,0.3,6.9,9.5,10.7,7
+19900307,NA,0,0,8.5,10.3,13,7.4
+19900308,NA,0,6.1,7.3,9.7,15.8,6.2
+19900309,NA,3.5,4.2,6.4,6.2,14.2,2.3
+19900310,NA,1.2,0,8.4,9.2,12.9,4.3
+19900311,NA,0,6.7,9.5,14.3,19.8,9.2
+19900312,NA,0,6.7,7.2,10,15.8,5.9
+19900313,NA,0,8.4,5.7,6,13.5,-0.3
+19900314,NA,0.1,0.8,7.8,5.9,11.7,-0.2
+19900315,NA,0,6.3,6.2,6.9,16.6,0.3
+19900316,NA,0,9.2,6.8,8.7,19.4,0
+19900317,NA,0,9.5,5.8,9.9,22.3,0.6
+19900318,NA,0,9.7,4.8,11.1,23.4,1.3
+19900319,NA,0,9.3,6.4,12.7,22.5,2.5
+19900320,NA,0.4,0.3,9.7,13,14.6,7
+19900321,NA,0,3.6,9.8,13,18.8,8.2
+19900322,NA,2,0,10.4,11.6,17.6,8.5
+19900323,NA,0,6,6.3,8.7,13.4,5.2
+19900324,NA,0.9,8.1,6.7,9.4,16.6,2.4
+19900325,NA,0.1,7.1,5.8,6,10.2,4.2
+19900326,NA,0.2,1.2,6.2,5.6,9.4,3.5
+19900327,NA,0.6,1.6,6.3,6.8,10.4,2.3
+19900328,NA,4.9,0,7.8,5.1,6.9,1.6
+19900329,NA,0.3,0,8.8,7.6,8.5,5.5
+19900330,NA,0,7.8,7.2,7.7,14.5,4.4
+19900331,NA,0,9.2,7.5,7.2,13.4,3.3
+19900401,NA,0,8.7,7,11.3,23.4,1.5
+19900402,NA,0,8.9,7.1,14,23,4.3
+19900403,NA,6.1,3.6,8.1,10.8,19.5,5.9
+19900404,NA,2.7,6,5.5,5.2,10.5,2.2
+19900405,NA,0,4.3,5.3,3,9.4,-0.7
+19900406,NA,0,5.5,5.8,6,11,-0.4
+19900407,NA,0,0.8,5.5,6.2,9.4,2.3
+19900408,NA,0,8.1,4.1,5.3,9.9,2.6
+19900409,NA,0,11.6,3.6,4.3,10.1,-1.9
+19900410,NA,2.9,10.2,3.9,6.1,12.5,-3.9
+19900411,NA,6,3.1,7.7,6.2,11.4,4.1
+19900412,NA,0,2.9,6.5,6.2,12,3.3
+19900413,NA,0,4.4,8,9.4,15.3,0.5
+19900414,NA,2.5,0.3,8.5,10.1,16,6.9
+19900415,NA,0.8,1.1,7.3,6.5,10.5,2.9
+19900416,NA,0.4,7.9,7.1,7.1,13,2.7
+19900417,NA,3,5.5,7,6.6,12.5,1.8
+19900418,NA,0.7,1.5,7.6,7.8,12,1.2
+19900419,NA,4.5,1.8,8.6,9.5,13.7,5.3
+19900420,NA,0,9.7,8.4,12.2,17.6,3.2
+19900421,NA,1,5.3,9.5,12.4,18.6,5.3
+19900422,NA,0,3.8,9.9,11.9,16,5.3
+19900423,NA,2.5,0.2,9.5,10.1,13,8.3
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+19900425,NA,4.5,0.2,10.3,8.8,11.4,8
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+19900427,NA,0.3,0.9,7.5,8.3,12.3,5.9
+19900428,NA,1.3,3.6,6.2,8,10.5,3.6
+19900429,NA,0.1,5,7.4,10.1,16.5,4.8
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+19900508,NA,4.1,2.4,12.4,13.4,23.2,10.3
+19900509,NA,5.5,7.5,13.2,16.5,24.4,9.3
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+19900909,NA,0.1,0.9,11.7,13.8,17,11.6
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diff --git a/data/regions/jena/weather.csv b/data/regions/jena/weather.csv
index cd5409be90dd99a2bfb09ab6f63c6ed53b267b24..50bfa377c38ee6b21130ef4ec88a7eb26a0b90b6 100644
--- a/data/regions/jena/weather.csv
+++ b/data/regions/jena/weather.csv
@@ -1,4 +1,3656 @@
 "date","mean_windspeed","precipitation","sunshine_hours","mean_vapour_pressure","mean_temperature","max_temperature","min_temperature"
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