GSODR

Teiva Ulufatu

Australia Heat Wave

Bush Fire In Australia

Black Summer

What is GSOD?

GSOD Stations Map

GSODR: From Climate Data to R

GSOD Workflow

GSOD Data → GSODR → R

GSODR Logo

Max and Min Temperatures From Toowoomba In 2010

Toowoomba Australia

Find A Station

GSOD Workflow

📍Australia → 📍Toowoomba → 🏷Station ID

Oz <- subset(isd_history, COUNTRY_NAME == "AUSTRALIA")

subset(Oz, grepl("TOOWOOMBA", NAME))

Pull Data Using get_GSOD()

GSOD Workflow

📍Australia → 📍Toowoomba → 🏷Station ID → 📊Weather Data

tbar <- get_GSOD(years = 2010, station = "955510-99999")

Pulling From Multiple Stations Using nearest_stations()

GSOD Workflow

📍Australia → 📍Toowoomba → 🏷Station ID → 📊Weather Data

tbar_stations <- nearest_stations(LAT = -27.5598,
                                  LON = 151.9507,
                                  distance = 50)$STNID

Plot Maximum and Minimum Temperatures

GSOD Workflow

📍Australia → 📍Toowoomba → 🏷Station ID → 📊Weather Data → 📈Visualize

Why?

The ability to manage large datasets easily is important
Looking at past climate data can help forecast what may come next