Help for weatherOz function: https://docs.ropensci.org/weatherOz/reference/get_patched_point.html#available-values
#We have to set our email as a config for the API:
Sys.setenv("SILO_API_KEY"="[email protected]")
library(weatherOz)
#> Warning: package 'weatherOz' was built under R version 4.5.2
#>
#> Attaching package: 'weatherOz'
#> The following object is masked from 'package:graphics':
#>
#> plot
#> The following object is masked from 'package:base':
#>
#> plot
## define a region and find all the stations in that
bbox <- find_stations_in(
x = c(xmin = 143, ymin = -44, xmax = 150, ymax = -39),
which_api = "SILO",
include_closed = TRUE
)
## vis to verify
plot(bbox$longitude, bbox$latitude, asp = 1.4)
## available values are listed here: https://docs.ropensci.org/weatherOz/reference/get_patched_point.html#available-values
## now we can choose a location and get the data!
i <- 1
ppd <- get_patched_point(
station_code = bbox$station_code[i],
start_date = "2022-01-01",
end_date = format(Sys.Date()),
values = c("max_temp", "min_temp", "rain", "rh_tmax", "rh_tmin")
)
print(names(ppd))
#> [1] "station_code" "station_name" "year" "month"
#> [5] "day" "date" "air_tmax" "air_tmax_source"
#> [9] "air_tmin" "air_tmin_source" "elev_m" "extracted"
#> [13] "latitude" "longitude" "rainfall" "rainfall_source"
#> [17] "rh_tmax" "rh_tmax_source" "rh_tmin" "rh_tmin_source"
## plot some
library(ggplot2)
ggplot(ppd) + geom_point(aes(x = date, y = air_tmax)) + ggtitle(ppd$station_name[i])
print(bbox$station_name)
#> [1] "Alonnah Area School"
#> [2] "Andover"
#> [3] "Apslawn"
#> [4] "Apsley Parki"
#> [5] "Arve Valley Arve Road"
#> [6] "Avoca Railway House"
#> [7] "Bagdad"
#> [8] "Bagdad Post Office"
#> [9] "Balfour"
#> [10] "Barrington Post Office"
#> [11] "Beaconsfield Mine Heritage Centre"
#> [12] "Bell Bay Temco"
#> [13] "Bellerive Fort Street"
#> [14] "Bicheno Council Depot"
#> [15] "Bicheno The Homestead"
#> [16] "Black River"
#> [17] "Blackwood Creek Kopanica"
#> [18] "Blessington Upper"
#> [19] "Boobyalla"
#> [20] "Bothwell Cluny"
#> [21] "Bothwell Franklin Street"
#> [22] "Bothwell Ratho"
#> [23] "Bracknell Elizabeth Street"
#> [24] "Bream Creek Stroud"
#> [25] "Breona"
#> [26] "Brid Farm"
#> [27] "Bridgewater Treatment Plant"
#> [28] "Bridport Post Office"
#> [29] "Bridport Sea View Villas"
#> [30] "Brighton"
#> [31] "Broadmarsh Corleen"
#> [32] "Bronte Heights"
#> [33] "Buckland Brockley"
#> [34] "Bulgobac"
#> [35] "Bull Bay Lauriston"
#> [36] "Burnie No 1"
#> [37] "Burnie Round Hill"
#> [38] "Burns Creek Janefield"
#> [39] "Bushy Park Bushy Park Estates"
#> [40] "Butlers Gorge"
#> [41] "Cambridge Aerodrome"
#> [42] "Cambridge Milford"
#> [43] "Campania Kincora"
#> [44] "Campania The Pines"
#> [45] "Campbell Town"
#> [46] "Campbell Town Greenhill"
#> [47] "Campbell Town Post Office"
#> [48] "Campbell Town Quorn Hall"
#> [49] "Cape Barren Island Long Beach"
#> [50] "Cape Bruny Cape Bruny"
#> [51] "Cape Bruny Lighthouse"
#> [52] "Cape Grim Baps Comparison"
#> [53] "Cape Grim Woolnorth"
#> [54] "Cape Sorell"
#> [55] "Carrick Oaks Road"
#> [56] "Castra Central"
#> [57] "Castra Upper"
#> [58] "Caveside"
#> [59] "Chain Of Lagoons"
#> [60] "City Of Melbourne Bay"
#> [61] "Clarendon"
#> [62] "Colebrook The Meadows"
#> [63] "Coles Bay Freycinet"
#> [64] "Connorville Lake River"
#> [65] "Copping"
#> [66] "Corinna"
#> [67] "Cradle Valley Waldheim"
#> [68] "Cranbrook Cranbrook House"
#> [69] "Cressy House"
#> [70] "Cressy Post Office"
#> [71] "Cressy Research Station"
#> [72] "Cressy Research Station Main Office"
#> [73] "Currie North"
#> [74] "Currie Post Office"
#> [75] "Deal Island"
#> [76] "Deddington Marathon"
#> [77] "Deloraine Athol"
#> [78] "Deloraine East"
#> [79] "Deloraine Goderick"
#> [80] "Derby Post Office"
#> [81] "Detention River"
#> [82] "Devonport"
#> [83] "Devonport Airport"
#> [84] "Devonport East"
#> [85] "Devonport Harbour Master"
#> [86] "Dover"
#> [87] "Dunalley"
#> [88] "Dunorlan Sharmans Road"
#> [89] "Eaglehawk Neck Jetty Road"
#> [90] "East Sassafras Elphin Grove"
#> [91] "Edith Creek"
#> [92] "Elderslie South Staples Sugarloaf"
#> [93] "Ellendale Post Office"
#> [94] "Elliott Research Station"
#> [95] "Emita"
#> [96] "Epping Forest Forton"
#> [97] "Erriba Cradle Mountain Road"
#> [98] "Evandale Cambock Lane"
#> [99] "Evandale Ridgeside"
#> [100] "Falmouth Glencoe"
#> [101] "Fern Tree Grays Road"
#> [102] "Fingal Legge Street"
#> [103] "Flinders Island Airport"
#> [104] "Fort Direction"
#> [105] "Forthside Research Station"
#> [106] "Frankford Rossville"
#> [107] "Franklin"
#> [108] "Friendly Beaches"
#> [109] "Geeveston Cemetery Road"
#> [110] "Geeveston Fourfoot"
#> [111] "Geeveston Police Station"
#> [112] "Geeveston Riawunna"
#> [113] "George Town"
#> [114] "German Town"
#> [115] "Gladstone Old Post Office"
#> [116] "Glengarry No3"
#> [117] "Glengarry West Tamar"
#> [118] "Glenorchy Glenorchy Reservoir"
#> [119] "Glenorchy Murrayfield"
#> [120] "Golden Valley"
#> [121] "Gormanston Gould Street"
#> [122] "Goulds Country Post Office"
#> [123] "Granville Harbour"
#> [124] "Gray Craigie Lea"
#> [125] "Grove Comparison"
#> [126] "Guildford Junction"
#> [127] "Gunns Plains"
#> [128] "Hagley Fairbank"
#> [129] "Hamilton Uralla"
#> [130] "Hampshire Neena Road"
#> [131] "Hartz Mountain Keoghs Pimple"
#> [132] "Harwell"
#> [133] "Hastings Chalet"
#> [134] "Hellyer Mine Office"
#> [135] "Hillwood Hillwoodville"
#> [136] "Hobart Airport West"
#> [137] "Hobart Botanical Gardens"
#> [138] "Hobart Ellerslie Road"
#> [139] "Hobart Strickland Reserve"
#> [140] "Hobart Waterworks Reserve"
#> [141] "Huonville Tutton Avenue"
#> [142] "Interlaken"
#> [143] "Irishtown"
#> [144] "Jericho Bowsden"
#> [145] "Jericho Northumbria"
#> [146] "Jetsonville Muskfield"
#> [147] "Judbury"
#> [148] "Kellevie"
#> [149] "Kelso"
#> [150] "Kempton Oakmore"
#> [151] "Kettering Saddle Road"
#> [152] "Killiecrankie"
#> [153] "Killora Grasmere"
#> [154] "Kimberley Siding"
#> [155] "Kindred Invergordon"
#> [156] "King Island Airport"
#> [157] "Kingston"
#> [158] "Kunanyi Mount Wellington Pinnacle"
#> [159] "Lady Barron Franklin Parade"
#> [160] "Lake Crescent Serat"
#> [161] "Lake Echo Dam"
#> [162] "Lake Echo Power Station"
#> [163] "Lake Fenton"
#> [164] "Lake Leake Chalet"
#> [165] "Lake Leake Elizabeth River"
#> [166] "Lake Margaret Dam"
#> [167] "Lake Margaret Power Station"
#> [168] "Lake St Clair Hec"
#> [169] "Lake St Clair National Park"
#> [170] "Larapuna Eddystone Point"
#> [171] "Launceston Airport Comparison"
#> [172] "Launceston City"
#> [173] "Launceston Distillery Creek"
#> [174] "Launceston Elphin"
#> [175] "Launceston Kings Meadows"
#> [176] "Launceston Mount Pleasant"
#> [177] "Launceston Radio Station 7ex"
#> [178] "Launceston Ti Tree Bend"
#> [179] "Launceston Trevallyn"
#> [180] "Lefroy"
#> [181] "Lenah Valley Augusta Road"
#> [182] "Levendale"
#> [183] "Lewis Hill St Pauls River"
#> [184] "Liapootah Power Station"
#> [185] "Liawenee"
#> [186] "Liawenee Comparison"
#> [187] "Liawenee Hec"
#> [188] "Liena Old School House"
#> [189] "Liffey"
#> [190] "Lilydale Post Office"
#> [191] "Lindisfarne"
#> [192] "Little Swanport Lisdillon"
#> [193] "Longford Denton Close"
#> [194] "Lorinna"
#> [195] "Lottah"
#> [196] "Low Head"
#> [197] "Low Head Comparison"
#> [198] "Lowana"
#> [199] "Lughrata"
#> [200] "Lunawanna"
#> [201] "Luncheon Hill Forestry"
#> [202] "Lymington Fattys Lane"
#> [203] "Mangalore Mangalore Farm"
#> [204] "Mangalore Milford"
#> [205] "Margate Sunnyside"
#> [206] "Maria Island Darlington"
#> [207] "Marrawah"
#> [208] "Marrawah State School"
#> [209] "Mathinna Fingal Road"
#> [210] "Mauriceton Jordan River"
#> [211] "Mawbanna Mawbanna Road"
#> [212] "Maydena"
#> [213] "Maydena Post Office"
#> [214] "Meander"
#> [215] "Melton Mowbray Lovely Banks"
#> [216] "Melton Mowbray Mount Vernon"
#> [217] "Melton Mowbray North Stockman"
#> [218] "Memana Babel Farm"
#> [219] "Middleton Post Office"
#> [220] "Miena Dam"
#> [221] "Moina"
#> [222] "Mole Creek"
#> [223] "Moltema Craythorne"
#> [224] "Montagu Montagu Road"
#> [225] "Moogara Uxbridge Back Road"
#> [226] "Moorina Frome Dam"
#> [227] "Moorleah Preolenna Road"
#> [228] "Morningside Macquarie River"
#> [229] "Mount Barrow"
#> [230] "Mount Nelson"
#> [231] "Mount Read"
#> [232] "Mount Rumney Mount Rumney Road"
#> [233] "Mount Seymour Overton"
#> [234] "Mount Wellington The Springs"
#> [235] "Musselboro Applico"
#> [236] "Musselboro Elverton"
#> [237] "Myrtle Bank Lanoma"
#> [238] "Nabowla"
#> [239] "Naracoopa"
#> [240] "National Park Forestry"
#> [241] "New Norfolk"
#> [242] "New Norfolk Caravan Park"
#> [243] "Newnham Rocherlea"
#> [244] "Newton Creek Hec"
#> [245] "Northdown Hamley"
#> [246] "Nubeena"
#> [247] "Nubeena South"
#> [248] "Nugent"
#> [249] "Oatlands Bow Hill"
#> [250] "Oatlands Post Office"
#> [251] "Old Beach Compton"
#> [252] "Opossum Bay"
#> [253] "Orford Aubin Court"
#> [254] "Orford Rheban"
#> [255] "Orford South"
#> [256] "Orielton East Orielton Road"
#> [257] "Ormley"
#> [258] "Osterley"
#> [259] "Ouse Fire Station"
#> [260] "Ouse Millbrook"
#> [261] "Oyster Cove"
#> [262] "Palmerston"
#> [263] "Park Beach"
#> [264] "Parkham Avenue Road"
#> [265] "Pearshape"
#> [266] "Perth Midland Highway"
#> [267] "Petcheys Bay"
#> [268] "Pioneer Main Road"
#> [269] "Poatina Billopp"
#> [270] "Port Arthur"
#> [271] "Port Arthur Palmers Lookout"
#> [272] "Port Davey Melaleuca"
#> [273] "Powranna Tasmania Feedlot"
#> [274] "Premaydena Hatchery"
#> [275] "Preolenna"
#> [276] "Pyengana Forest Lodge Road"
#> [277] "Queenstown 7xs"
#> [278] "Queenstown Copper Mine"
#> [279] "Quoiba"
#> [280] "Railton Cement Australia"
#> [281] "Ravensdale"
#> [282] "Redpa Greenes Road"
#> [283] "Regatta Point"
#> [284] "Renison Bell"
#> [285] "Richmond Brookbank"
#> [286] "Richmond Inverguharity"
#> [287] "Richmond Lowlands"
#> [288] "Richmond Strathayr"
#> [289] "Ridgley"
#> [290] "Ringarooma Main Street"
#> [291] "Risdon"
#> [292] "Robeville"
#> [293] "Rokeby The Mall"
#> [294] "Rosebery"
#> [295] "Rosebery Hec Substation"
#> [296] "Roses Tier Memory Road West"
#> [297] "Ross Ellinthorp"
#> [298] "Ross Macquarie River"
#> [299] "Ross Mount Morriston"
#> [300] "Ross Rose Villa"
#> [301] "Ross The Boulevards"
#> [302] "Rossarden Aberfoyle"
#> [303] "Rotherwood"
#> [304] "Runnymede Whitemarsh"
#> [305] "Rushy Lagoon Cape Portland Road"
#> [306] "Sandford Maydena"
#> [307] "Savage River Mine"
#> [308] "Scamander"
#> [309] "Scotts Peak Dam"
#> [310] "Scottsdale"
#> [311] "Scottsdale Forestry"
#> [312] "Scottsdale Kraft Foods"
#> [313] "Scottsdale West Minstone Road"
#> [314] "Selbourne Kirnbrae"
#> [315] "Seven Mile Beach Royal Hobart Golf Club"
#> [316] "Shannon Hec"
#> [317] "Shannon River Hermitage"
#> [318] "Sharpes Siding"
#> [319] "Sheffield"
#> [320] "Sheffield School Farm"
#> [321] "Smithton Aerodrome"
#> [322] "Smithton Aerodrome"
#> [323] "Smithton Grant Street"
#> [324] "Snake Plains"
#> [325] "Snug Plains Cataract Falls"
#> [326] "Snug Primary School"
#> [327] "Sorell Whitlea"
#> [328] "South Forest Plummers Road"
#> [329] "South Mount Cameron Gladstone Road"
#> [330] "South Nietta"
#> [331] "South Riana"
#> [332] "South Springfield South Springfield For"
#> [333] "Southport"
#> [334] "St Helens Aerodrome"
#> [335] "St Helens Post Office"
#> [336] "St Marys Clive Street"
#> [337] "St Marys Cullenswood"
#> [338] "St Patricks River Targa Farm"
#> [339] "Stanley Post Office"
#> [340] "Steppes Christian Marsh"
#> [341] "Steppes Old Post Office"
#> [342] "Stonehenge"
#> [343] "Stonehouse"
#> [344] "Storys Creek Storys Creek Road"
#> [345] "Strahan Aerodrome"
#> [346] "Strahan Vivian Street"
#> [347] "Strathgordon Gordon Power Station"
#> [348] "Strathgordon The Knob"
#> [349] "Strathgordon Village"
#> [350] "Swan Island"
#> [351] "Swansea Kelvedon"
#> [352] "Swansea Post Office"
#> [353] "Swansea The Grange"
#> [354] "Symmons Plains South Esk River"
#> [355] "Tahune Reserve"
#> [356] "Takone"
#> [357] "Taroona Taroona Crescent"
#> [358] "Tarraleah Village"
#> [359] "Tasman Island"
#> [360] "Tasman Island Lighthouse"
#> [361] "Temma Old Temma Farm"
#> [362] "Tewkesbury"
#> [363] "The Hermatige"
#> [364] "Thule"
#> [365] "Togari Renison Road"
#> [366] "Tomahawk Carisbrooke"
#> [367] "Tooms Lake Tooms River"
#> [368] "Tower Hill"
#> [369] "Triabunna 3 Boyle Street"
#> [370] "Tullah"
#> [371] "Tunbridge Melrose"
#> [372] "Tunnack Fire Station"
#> [373] "Tunnack Post Office"
#> [374] "Ulverstone Knights Road"
#> [375] "Upper Blessington Heathcote"
#> [376] "Upper Scamander"
#> [377] "Uxbridge"
#> [378] "Victoria Valley Glenrowan"
#> [379] "Viewpoint"
#> [380] "Waddamana Field Study Centre"
#> [381] "Waratah Mount Road"
#> [382] "Waterhouse Barooga"
#> [383] "Wattle Hill"
#> [384] "Weetah Weetah Road"
#> [385] "West Takone"
#> [386] "Westbury Valley View"
#> [387] "Western Creek Somer Hill"
#> [388] "Whitemark"
#> [389] "Whitemark Post Office"
#> [390] "Wihareja"
#> [391] "Wilmot Back Road"
#> [392] "Windermere Acacia House"
#> [393] "Wingaroo"
#> [394] "Woodbridge"
#> [395] "Woodbury The Braes"
#> [396] "Woodbury Warringa"
#> [397] "Woodbury Warringa Old Tier Road"
#> [398] "Woods Den"
#> [399] "Woolmers Settlement"
#> [400] "Wynyard Airport"
#> [401] "Wynyard Jackson Street"
#> [402] "Wynyard State School"
#> [403] "Yambacoona"
#> [404] "Yolla Sea View"
#> [405] "York Plains Handroyd"
#> [406] "Zeehan Post Office"
#> [407] "Zeehan West Coast Pioneers Museum"
#> [408] "Wilsons Promontory Lighthouse"Created on 2025-12-01 with reprex v2.1.1