From 19e8a5a93a27bfc4ab849e81a667e893994dcddc Mon Sep 17 00:00:00 2001 From: Tian Li Date: Fri, 3 Nov 2023 16:20:59 +0000 Subject: [PATCH 1/7] add calving tutorial notebook --- vignettes/calving_tutorial.Rmd | 107 ++++++++++++++++++++++++++++++++ vignettes/coefs.png | Bin 0 -> 97886 bytes vignettes/obs_vs_preds.png | Bin 0 -> 36522 bytes vignettes/obs_vs_preds_time.png | Bin 0 -> 37630 bytes vignettes/summary_res.png | Bin 0 -> 62416 bytes 5 files changed, 107 insertions(+) create mode 100644 vignettes/calving_tutorial.Rmd create mode 100644 vignettes/coefs.png create mode 100644 vignettes/obs_vs_preds.png create mode 100644 vignettes/obs_vs_preds_time.png create mode 100644 vignettes/summary_res.png diff --git a/vignettes/calving_tutorial.Rmd b/vignettes/calving_tutorial.Rmd new file mode 100644 index 00000000..4d664141 --- /dev/null +++ b/vignettes/calving_tutorial.Rmd @@ -0,0 +1,107 @@ +--- +title: "Simple Linear Regression with fdmr" +author: "Tian Li, Amin Shn, Ruitang Yang, Wenxue Cao" +date: "`r Sys.Date()`" +output: + html_document: + toc: true + toc_float: true +--- + +# Introduction + +This tutorial will guide you through the process of performing a simple linear regression using the inlabru and fdmr packages in R. + +# Loading the INLA Package +Load the necessary packages as follows: + +```{r, message=FALSE} +library(INLA) +library(tidyverse) +``` + +# The Data + +- For this tutorial, we will use a dataset including envrionmental variables measured in Svalbard. Specifically we want to check the controlling climatic parameters for calving front variability (length change) of tidewater glaciers in Svalbard. +- We use six tidewater glaciers to demonstrate this +- Variables include surface runoff, surface mass balance, surface meltwater production, air temperature, sea surface temperature, subsurface ocean temperature + +The location of the tidewater glaciers are shown below. + +```{r} +# Firstly retrieve the data +calving_data <- read.csv("4DM_Calving_NEW.csv") + +# visualize the glacier location +glacierNames <- unique(calving_data[c("glacierName")]) +lats <- unique(calving_data[c("latitude")]) +lons <- unique(calving_data[c("longitude")]) + +glac1 <- list(longitude = lons[0,], latitude = lats[0,], label = glacierNames[0,]) +glac2 <- list(longitude = lons[1,], latitude = lats[1,], label = glacierNames[1,]) +glac3 <- list(longitude = lons[2,], latitude = lats[2,], label = glacierNames[2,]) +glac4 <- list(longitude = lons[3,], latitude = lats[3,], label = glacierNames[3,]) +glac5 <- list(longitude = lons[4,], latitude = lats[4,], label = glacierNames[4,]) + +glac6 <- list(longitude = lons[5,], latitude = lats[5,], label = glacierNames[5,]) + +points <- list(glac1, glac2, glac3,glac4, glac5, glac6) +markers <- dplyr::bind_rows(points) + +fdmr::retrieve_tutorial_data(dataset = "hydro") +norway_polygon_path <- fdmr::get_tutorial_datapath(dataset = "hydro", filename = "Kvilldal_Catch_Boundary.geojson") +norway_polygon <- sf::read_sf(norway_polygon_path) %>% sf::st_zm() +sfc <- sf::st_transform(norway_polygon, crs = "+proj=longlat +datum=WGS84") +fdmr::plot_map(polygon_data = sfc, markers = markers, polygon_fill_opacity = 0.5) +``` + +# Simple Linear Regression Model + +We will model Calving's front change using three important factors namely: surface runoff (mmWE/day), 3m air temperature (°C), sea surface temperature (°C). + +# Model Specification + +We specify the model using a formula and the inla function. + +```{r, eval = F} +formula <- fc ~ 0 + + f(id.loc0, model = "iid") + + f(id.loc0, RU, model = "iid") + + f(id.loc0, AT, model = "iid") + + f(id.loc0, SST, model = "iid") + +# Fitting INLA +inla_fit <- inla(formula, family = "gaussian", data = calving_data , control.predictor = list(compute = TRUE)) +``` + +# Results + +We can now examine the results of our INLA model. + +```{r, eval=FALSE} +fdmr::summary(result) +``` +![](summary_res.png) + +```{r, eval = F} +fdmr::plot(result) +``` +![](coefs.png) + +# Diagnostics + +Checking the diagnostics of the model fit is an important step. We can plot the residuals to check for any patterns that might suggest a poor fit. + +```{r, eval = F} +fdmr::pred_vs_obs(result) +``` +![](obs_vs_preds.png) + +```{r, eval = F} +fdmr::pred_vs_obs_over_time(result) +``` + +![](obs_vs_preds_time.png) + + + diff --git a/vignettes/coefs.png b/vignettes/coefs.png new file mode 100644 index 0000000000000000000000000000000000000000..c266cf57ad7b85340fedcbc246ef0d0033257621 GIT binary patch literal 97886 zcmaI71yqz_*Dg#mFmwzZL&wn4J#s z#J|@0{xfUAbI+6av+o_(-us$po#!g}xYW2PC@A=9s)~9jD41j@C}`OLEaaZdLXn>+ zD0tHL3JN-E3JQ!m?k=zG9c@uiRHHw$l8tN z7-OM)-Jnh4Ak@cZG>37-<6oAtmljW{X``Y(s&=CDi!GuN3rR@Ob_z~EwY7dHAhHkc zHT!Zge)44W%;z4B7e)114^=CgvrG>*YG-*flN%UCk<&$_M2Drf28~Amk7ymCm(AL* zua^z(_qP=}sf9!>pz7$Yx%L>Md^QV{YKzLk6n=RJ_98pQfTB$A5Z!HVYp=^^6VwVf z5X(b;+1cFZr(B4R##w3+u)n1oo@L@zM-4;MrMH`Z%8Y+9Jw0Plkbzk04}v0l)MxR| zyo9{x5{zBlK3O$vik}i3>$oi)f$`s)^9Kq<$Pg_#DbQqotWm zbJ+L*8AdHQLJ}i~i^Ha0p#pdU4U)IW?tWeGqgT;QF`vl!T7dlCFdp{j)!u$Pi)d)s 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+50,31/03/2019,1172.8405862748054,0.5000053694722222,1.7245291e-21,0,-16.19733696,0.8691404,0.88367397,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +51,30/04/2019,1151.0873636723363,1.1860199375555556,1.724649e-21,0.062047898,-8.734103411,1.0059388,0.94534814,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +52,31/05/2019,1151.4351860219067,0.23650865639000002,1.724599475e-21,0.333243092,-6.183587522,1.5778774,1.5671651,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +53,30/06/2019,1122.395318,-11.2443647,11.095247142857144,13.999233142857145,0.7162793542857143,2.9107375,2.5292897,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +54,31/07/2019,1121.1687614841248,-25.593464,25.745761,26.286682499999998,4.99330635,4.846015,3.6904564,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +55,31/08/2019,1170.9310711633098,-18.81672358,20.805327646153845,17.40105756153846,2.470504818461538,5.4935517,4.4692183,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +56,30/09/2019,1196.149218946573,-4.022816598,6.273884814943077,7.594054981538462,-0.956180911,4.2564425,4.1821394,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +57,31/10/2019,1231.9899693154844,0.6610007118888889,0.095452437,0.22297516666666667,-8.696250993,2.4223697,2.4257128,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +58,30/11/2019,1243.3211670214919,0.7236548856666667,1.7246388666666666e-21,0,-9.454443473,0.6423155,0.6619298,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +59,31/12/2019,1283.2117337965506,0.863905811,1.7246589625e-21,0,-13.57669463,-0.6300573,-0.19645584,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +62,31/03/2020,1250.0630154877667,1.2940739067647058,0.00092584,0.9067767805882354,-17.91234876,-0.19268984,0.019133056,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +63,30/04/2020,1201.0874553539893,0.474954963,0.001343295,1.349497298,-13.04661905,0.4158257,0.4419828,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +64,31/05/2020,1209.8951019543579,-1.171544488,2.065598059,3.23359036,-4.461193627,1.2024825,1.16295,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +65,30/06/2020,1135.3933038143296,-21.959578,21.974083,21.762516,2.869879,2.746972,2.4348688,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +66,31/07/2020,1154.4001671882606,-39.27951933,40.48963116666666,36.985838,4.3991018,4.6503143,3.5990763,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +67,31/08/2020,1193.886323,-20.62893274,24.17004223,21.1583379,3.33586939,5.551751,4.70923,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +68,30/09/2020,1263.2281075600822,-6.365519629,12.229745603928572,9.739964568571429,0.48643410214285715,4.340086,4.274744,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +74,31/03/2021,1338.3653239430619,2.144962511,0.066251158,0.201620699,-11.51504458,0.9012175,0.8955345,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +75,30/04/2021,1360.251154891021,1.1609603000000002,0.1043475353888889,0.38647655000000003,-8.460694486,0.26729938,0.2828763,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +76,31/05/2021,1360.425008482427,-0.07933998,0.114261263,0.218843593,-6.12828975,0.4436882,0.47427756,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +77,30/06/2021,1283.8880393746708,-5.863281258,7.49510078,9.902740028,0.32607426,2.0347512,1.8934482,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +78,31/07/2021,1288.2649468268514,-20.50880829,23.012460285714287,22.354258428571427,2.6060040714285715,3.736508,3.082898,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +79,31/08/2021,1313.9620867681083,-16.7544323,19.0529914,15.328213299999998,2.48568719,4.824547,4.1337132,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +80,30/09/2021,1319.4394997619406,-8.759619594,10.769322963076924,8.292261365038462,0.6040054161538462,4.819624,4.574026,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +86,31/03/2022,1328.0001271683077,-0.145622729,1.72467608e-21,0,-17.1998038,0.68935245,0.706666,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +87,30/04/2022,1334.4111093893107,0.37020900106666665,1.7246816266666668e-21,0.008788972,-11.87271916,0.38066432,0.5607683,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +88,31/05/2022,1317.808671979683,-5.244234509,5.57249275,7.033071465000001,-5.22821468,0.901307,0.79234093,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +89,30/06/2022,1320.296308716051,-28.60390567,32.88829833333333,29.51469188888889,2.6046806444444446,3.52612,2.8738978,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +90,31/07/2022,1334.7839524862784,-41.85160238,46.98198613,41.819950874999996,4.01907835,5.4515505,4.399014,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +91,31/08/2022,1394.877685633508,-24.054206,24.80191575,19.49482025,2.639535615,5.9159045,5.060934,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +92,30/09/2022,1376.379440385998,-6.99985475,17.1990198,15.003383466666667,1.139809565,4.700521,4.6172814,RGI60-07.00242,Austre Torellbreen,77.16286031994127,15.072524766929497 +0,31/01/2015,0,2.48839741,1.7247924800000003e-21,0,-14.00495781,-1.7255657,0.40593877,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +1,28/02/2015,2.682843355,0.8726959833636364,1.7247134545454544e-21,0,-17.18584895,-1.509121,0.4648378,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +2,31/03/2015,-7.622823582,1.822397080318182,1.7247134545454544e-21,0,-13.82468856,-1.4628309,-0.09650232,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +3,30/04/2015,-9.095707752,1.415548268190476,1.724531657142857e-21,0.004158861,-11.90981676,-1.7709222,-0.5586107,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +4,31/05/2015,-43.78495533,-0.036230951,1.7245890857142857e-21,0,-11.18490171,-1.8264375,-0.60550416,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +10,30/11/2015,110.08041381564362,1.7932845507416666,1.7245683166666667e-21,0,-8.448450995,-1.2893792,0.05013111,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +11,31/12/2015,160.4932373,2.805380788318182,1.7246361727272726e-21,0,-10.79601847,-1.6259265,-0.6844518,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +12,31/01/2016,207.28956640708873,2.527475228,1.72453465e-21,0.030075291,-8.165212544,-1.6404996,-0.9141374,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +13,29/02/2016,280.6301510735573,1.925930402,1.7246288720000002e-21,0,-10.34560786,-1.7114295,-1.2973335,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +14,31/03/2016,356.20086000917945,1.6856750803181817,1.7245929090909093e-21,0,-11.00968847,-1.6699837,-1.2527096,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +15,30/04/2016,334.1206864101538,0.6074173939999999,1.72482136e-21,0,-12.5675072,-1.7258633,-1.2546216,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +21,31/10/2016,632.6164267,1.6214852716666668,1.1498435666666668e-21,0.06805172,-2.454663733,0.8374739,1.318953,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +22,30/11/2016,776.4832976784313,1.902303074,0.033008192,0.330478938,-5.180905823,0.37714,1.4857409,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +23,31/12/2016,765.0724923523802,2.6268905273333334,1.7245682833333333e-21,0.005965845,-9.054958463,-0.6187544,0.82331574,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +24,31/01/2017,876.1815368370613,0.601178949,1.72458075e-21,0,-12.6428854,-1.1379942,-0.04961427,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +25,28/02/2017,873.2120633916448,1.081113351,8.781454901500001e-06,0.008746176,-10.46778794,-0.8380038,-0.540078,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +26,31/03/2017,866.4433844961962,0.9251600649565218,2.1479113478260883e-06,0.002114192,-17.84507772,-1.2970226,-0.9197262,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +27,30/04/2017,800.1958763749163,0.015323226,1.7245272e-21,0,-20.6460355,-1.7388698,-1.3182554,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +29,30/06/2017,788.0516134213154,-1.934495419,2.6031453,5.957862305,-0.906386305,-1.810464,-1.5850269,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +30,31/07/2017,806.3080706159504,-15.14848165,14.572014870588236,15.977569223529413,0.8758345529411765,-0.8563081,-1.2096996,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +31,31/08/2017,853.5414920509983,-6.623704,5.0575126,4.4244888,0.901798035,0.8949267,-0.50141203,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +32,30/09/2017,899.7782078479266,-2.206865,1.9591798,4.90189,1.9309537,0.25668132,0.409631,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +33,31/10/2017,957.5605024550019,1.4748362,0.020244867,0.02433424,-3.1394937,0.19785367,1.3422283,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +34,30/11/2017,1037.733341681524,1.6951466516666667,1.7246490444444443e-21,0,-9.3881729,-1.1471629,0.6272822,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +35,31/12/2017,1057.338127291635,2.987552732173913,3.765142695653373e-09,3.826340130434783e-06,-8.202103896,-1.6521896,-0.2988776,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +36,31/01/2018,1092.9175822044754,1.4771573486363636,1.7245929090909093e-21,0,-12.22310496,-1.6951697,-0.6432687,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +37,28/02/2018,1103.1305052624416,1.3896513911111112,1.7246811333333334e-21,0,-12.38448814,-1.6463989,0.49163148,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +38,31/03/2018,1074.306807410228,0.496101733,1.7246138999999998e-21,0,-18.76497053,-1.6723477,-0.17183937,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +39,30/04/2018,1010.6953632045767,0.5631901241578947,1.7245759684210525e-21,0,-15.43693137,-1.8043505,-0.43235728,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +40,31/05/2018,1042.5495054698813,2.35862924,1.7248587e-21,1.07137,-2.0985223,-1.880185,-0.13970949,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +45,31/10/2018,1137.6624236155876,1.2627738,1.5726016416666668e-21,0,-5.280914217,0.90290326,1.4113222,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +46,30/11/2018,1168.685073734482,1.1873207495454545,1.7245720181818184e-21,0.017649366,-7.891471162,0.34000647,0.83858573,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +48,31/01/2019,1217.5999147075413,0.8128062333333334,1.724623533333333e-21,0,-11.83992283,-1.1382289,-0.99391574,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +49,28/02/2019,1190.9979873596362,0.603998255,1.7245890090909094e-21,0,-16.72308591,-1.4201703,-1.0359449,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +50,31/03/2019,1172.8405862748054,0.9853415392222222,1.7246182074074074e-21,0,-19.17357003,-1.6667138,-1.4393077,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +51,30/04/2019,1151.0873636723363,0.574585274,1.7246547500000003e-21,0,-13.82985008,-1.838686,-1.6023886,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +54,31/07/2019,1121.1687614841248,-15.8363458,16.5489022,18.2942246,1.192625836,-1.8632405,-1.5567561,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +55,31/08/2019,1170.9310711633098,-5.038973113,6.742346775,4.868178263,-0.725579798,-1.7782617,-0.9825619,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +56,30/09/2019,1196.149218946573,2.71908338,0.4034147,0.23423924,-3.834705466,-1.6313637,-0.6345071,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +57,31/10/2019,1231.9899693154844,0.3547476938095238,1.7246636476190476e-21,0,-10.06867525,-1.6329626,-0.50144345,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +58,30/11/2019,1243.3211670214919,1.111115493,4.7631553333333355e-06,0.005085402,-13.21221197,-1.7791017,-0.55020547,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +59,31/12/2019,1283.2117337965506,1.031538952142857,2.5850252285714287e-05,0.027605728,-15.08732029,-1.7934386,-0.7313884,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +62,31/03/2020,1250.0630154877667,0.5520828724772727,1.7246532000000002e-21,0,-22.79912541,-1.6152896,-1.2972689,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +63,30/04/2020,1201.0874553539893,1.151697468,1.7246303999999998e-21,0.040627764,-14.00265473,-1.7435255,-1.53241,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +67,31/08/2020,1193.886323,-13.781352,14.383947,13.943245,2.0946536,2.2109685,-0.95244694,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +74,31/03/2021,1338.3653239430619,1.7649458738583335,0.001102599,1.7337438708333333,-16.75036938,-1.7226392,-0.682518,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +75,30/04/2021,1360.251154891021,2.170203008,0.46527610199999997,2.02355595,-10.59446731,-1.7641809,-1.135205,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +76,31/05/2021,1360.425008482427,-0.378186032,0.36960735566666664,0.9268011753224167,-10.53262088,-1.9096084,-1.2430207,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +77,30/06/2021,1283.8880393746708,-4.907086569,4.7436207401230766,9.995074453846154,0.072737419,-0.6870144,-0.9010313,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +78,31/07/2021,1288.2649468268514,-26.0474508,26.117651799999997,26.151681200000002,2.2292060339999997,1.1179467,-0.66693664,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +79,31/08/2021,1313.9620867681083,-10.51024632,12.172558833333333,10.70798265,1.0938310216666667,1.2807889,-0.16256942,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +80,30/09/2021,1319.4394997619406,2.7992240766666665,0.295975952,0.5153181666666666,-2.730466233,0.10107039,-0.09552744,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +86,31/03/2022,1328.0001271683077,1.730953446470588,0.26060484390529415,1.1051665029411764,-11.98190436,-1.5481373,-0.68084025,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +87,30/04/2022,1334.4111093893107,0.411590338,0.036300821,1.15946997,-15.3263591,-1.7313783,-0.8682522,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +88,31/05/2022,1317.808671979683,-2.611443606,2.7345934880000002,4.669112220000001,-8.5385152,-1.8036805,-1.0187813,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +89,30/06/2022,1320.296308716051,-19.084206,19.413605,19.519196,0.69156235,-1.1699566,-0.770976,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +91,31/08/2022,1394.877685633508,-8.9008735,8.7534425,7.6370152000000004,1.46818685,3.3177772,0.45960543,RGI60-07.00027,Austfonna basin 3,79.42246053624564,25.451034948167003 +0,31/01/2015,0,2.545584784613715,0.000493533,0.5181303156746758,-6.156179825,1.9043884,1.907158,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +1,28/02/2015,2.682843355,1.3233848048581018,0.000522449,0.5485264899002181,-17.96710391,0.79410654,0.9503279,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +2,31/03/2015,-7.622823582,3.4795226885212793,0.001051948,1.1184517078929477,-7.454110291,0.92486066,1.3551646,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +3,30/04/2015,-9.095707752,2.278294000774622,0.39308409712975845,1.3010552326838176,-8.808966508,0.76454735,1.6225226,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +4,31/05/2015,-43.78495533,1.1878916490823028,0.14162494297488587,1.992651911245452,-5.134913592,-0.30546463,2.135632,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +6,31/07/2015,-60.90775935,-21.25174967,22.365150027804905,21.28120888604058,1.5760248456564214,4.480516,4.393695,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +7,31/08/2015,-25.91984879,-27.11009388,30.61408233642578,28.391688537597656,3.2623704433441163,4.2619834,4.674355,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +8,30/09/2015,-17.15646913,-0.272119918,5.197708035,2.814529451,-0.670133253,3.1255507,3.7518623,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +9,31/10/2015,28.249893568643074,2.313373001969673,2.152191074490309,1.8196248442434617,-2.960473342,2.3252673,2.6661103,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +10,30/11/2015,110.08041381564362,0.42835630973180133,1.7952850262324016,2.7496074040730796,-3.540177892,2.1058831,2.2093778,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +11,31/12/2015,160.4932373,0.5808900386095046,1.7246139007123828e-21,0,-7.999731207,1.857726,1.9239249,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +12,31/01/2016,207.28956640708873,1.9233338236808777,1.724713509002765e-21,0.21994805654799165,-4.768388301,2.5682874,2.5551877,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +13,29/02/2016,280.6301510735573,2.8253674004226923,1.7246355293851377e-21,0.001588072,-7.707105458,1.9524496,1.9459617,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +14,31/03/2016,356.20086000917945,5.284923938768251,1.7246837806258777e-21,0.5277127879144623,-8.301938197,2.0409107,2.0322933,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +15,30/04/2016,334.1206864101538,0.37492008608145017,6.2643206177897254e-09,0.020282111667256682,-10.01389329,1.9625473,2.061373,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +17,30/06/2016,373.95452705855587,-15.90263089,15.948654572168985,15.831754048665365,1.7697844505310059,3.9402978,3.6550086,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +18,31/07/2016,373.6279675960627,-37.21319283,40.69562064276801,39.94823922051324,3.8118214342329235,5.4649734,4.946591,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +19,31/08/2016,499.03248757195354,-16.90776243,17.048812866210938,16.103295707702635,2.8734975099563598,5.787006,5.3332925,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +20,30/09/2016,644.0477640758492,-6.613761678,12.457915335893631,8.820644002,1.111885154619813,4.601037,4.633495,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +21,31/10/2016,632.6164267,-13.92116356,17.844572067260742,18.813126802444458,1.5980169028043747,4.1007023,4.110622,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +22,30/11/2016,776.4832976784313,0.9512674883008003,2.8123720071532508,1.655780023,-4.247898843,4.1861324,4.1859508,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +23,31/12/2016,765.0724923523802,2.2826143465936184,1.452352760033822e-21,0.560610535,-4.486466845,3.2712705,3.2632751,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +24,31/01/2017,876.1815368370613,4.385843824,0.057353828826307976,0.18565464392304418,-9.220467448,2.908745,2.9065523,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +25,28/02/2017,873.2120633916448,0.20482497662305835,0.12101978808641428,0.1966866552829742,-15.70582819,2.5148592,2.5025325,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +26,31/03/2017,866.4433844961962,1.4181553454030877,0.054226475,0.1865235345724683,-13.72741506,1.4977505,1.9384719,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +27,30/04/2017,800.1958763749163,0.6072181675117463,0.062047536,0.10516182395804205,-12.65581626,-0.04641755,1.9007059,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +28,31/05/2017,702.9273801,0.3181176020007115,8.078758639840208e-08,0.20663970674164037,-6.256110527,1.4190307,2.519892,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +29,30/06/2017,788.0516134213154,-7.345081428,7.880983823153656,10.595560455322266,-0.258915614,2.6353524,3.2275064,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +30,31/07/2017,806.3080706159504,-26.05990193,28.059209130027078,26.73357322,2.8268049108711155,5.675448,4.5820694,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +31,31/08/2017,853.5414920509983,-25.89659437,29.538704474767048,25.95981041590373,3.1962690552075705,5.933488,5.1541967,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +32,30/09/2017,899.7782078479266,-18.65224184,22.620356014796666,21.39009584699358,2.3183206575257436,5.3716607,5.2736797,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +33,31/10/2017,957.5605024550019,-3.686463388,7.576223718,6.035836752836725,-0.188037624,4.598234,4.564526,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +34,30/11/2017,1037.733341681524,3.4684399503927965,1.724656027146899e-21,0.12119142195353141,-4.472967955,3.19974,3.2350597,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +35,31/12/2017,1057.338127291635,3.976304751303461,1.7246812033797354e-21,0,-4.666682932,2.1082096,2.1894894,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +36,31/01/2018,1092.9175822044754,2.3630084494749704,1.6104316670270068e-21,0.000586927,-10.13186111,1.6683717,1.7166435,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +37,28/02/2018,1103.1305052624416,3.127725164592266,1.7246139814917396e-21,0.40778746604919436,-6.511177236,2.4107265,2.4091017,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +38,31/03/2018,1074.306807410228,0.851712401,1.724609752115421e-21,0,-16.1768221,1.5364858,1.7452883,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +39,30/04/2018,1010.6953632045767,0.3257446098607033,1.7246802003693897e-21,0,-12.90447145,-0.6068762,0.65706354,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +40,31/05/2018,1042.5495054698813,-1.065548852,1.4708032608032227,1.2447186298668385,-1.784185812,1.9920546,2.0842292,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +41,30/06/2018,1044.3750140280545,-18.74276622,19.63954370551639,18.377336343129475,0.839066681,3.2114778,3.1569245,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +42,31/07/2018,1077.3784767480333,-37.29273582,41.72633457183838,41.39057517051697,3.6964884996414185,4.367083,3.772468,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +43,31/08/2018,1087.0574716141941,-29.36326655,32.77723614374796,29.425578991572063,2.8393845284978547,5.411889,4.808237,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +44,30/09/2018,1121.4336947147476,-7.6603159,10.976398839530619,6.382319023832679,-0.414032028,4.599926,4.506278,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +45,31/10/2018,1137.6624236155876,-1.531003641,5.774820293698992,4.571302606664058,-2.85751543,3.0248835,3.150994,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +46,30/11/2018,1168.685073734482,4.621842861175537,0.31402169398647445,0.20110340382565148,-4.210735698,3.1332304,3.1344588,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +48,31/01/2019,1217.5999147075413,2.728434654697776,0.000638404,0.6299590229988098,-10.36257644,1.7676388,1.8229238,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +49,28/02/2019,1190.9979873596362,1.025754089043899,0.2260670191608369,0.9335409457033331,-16.86428454,2.0773268,2.0818262,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +50,31/03/2019,1172.8405862748054,1.3025769021362066,0.13745331333484495,0.6869776666164398,-16.35835238,0.8931385,1.260371,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +51,30/04/2019,1151.0873636723363,1.1319830694368906,0.2785845850926957,1.4127271871880762,-3.823139065,1.5395001,1.551158,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +52,31/05/2019,1151.4351860219067,2.016607590019703,1.7246049963417564e-21,0.28812617908372956,-4.738130524,1.8131504,1.8369637,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +53,30/06/2019,1122.395318,-4.845987759,7.723832893371582,9.543564034,-0.508404737,2.70069,2.5252829,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +54,31/07/2019,1121.1687614841248,-28.54547755,29.668729570176865,27.41374354892307,3.103710691134135,4.513726,4.1209393,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +55,31/08/2019,1170.9310711633098,-16.76548147,19.620253562927246,17.83151302,2.437829691916704,5.2360196,4.7393413,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 +56,30/09/2019,1196.149218946573,-3.895805943,7.5453415362080705,4.126294559980266,-0.888164195,4.1686687,4.1507387,RGI60-07.00265,Olsokbreen,76.69863999389507,16.442717252292226 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+92,30/09/2022,1376.379440385998,-6.900691986,8.246485710144043,8.692858695983887,1.230930209159851,5.368633,4.757764,RGI60-07.00715,Waggonwaybreen,79.54772047,11.25994501739356 \ No newline at end of file From e7e9b1b827d5fdb58a4a7c7a373356129db405ea Mon Sep 17 00:00:00 2001 From: John Aiken Date: Wed, 20 Mar 2024 15:27:07 +0100 Subject: [PATCH 3/7] Update pkgdown.yaml --- .github/workflows/pkgdown.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/pkgdown.yaml b/.github/workflows/pkgdown.yaml index a609fc27..f16ee7d3 100644 --- a/.github/workflows/pkgdown.yaml +++ b/.github/workflows/pkgdown.yaml @@ -13,7 +13,7 @@ name: pkgdown jobs: pkgdown: - runs-on: ubuntu-latest + runs-on: ubuntu-18.04 # Only restrict concurrency for non-PR jobs concurrency: group: pkgdown-${{ github.event_name != 'pull_request' || github.run_id }} From facecba176f5923e4b4e4e6dbebddbd75d104a0a Mon Sep 17 00:00:00 2001 From: Tian Li Date: Wed, 20 Mar 2024 14:57:08 +0000 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b/.github/workflows/pkgdown.yaml @@ -13,7 +13,7 @@ name: pkgdown jobs: pkgdown: - runs-on: ubuntu-18.04 + runs-on: ubuntu-latest # Only restrict concurrency for non-PR jobs concurrency: group: pkgdown-${{ github.event_name != 'pull_request' || github.run_id }} From 30050638c4956009fa75519a043038fac90c8494 Mon Sep 17 00:00:00 2001 From: Tian Li Date: Wed, 20 Mar 2024 16:09:57 +0000 Subject: [PATCH 6/7] change notebook header --- vignettes/calving_tutorial.Rmd | 41 +++++++++++++++++++--------------- 1 file changed, 23 insertions(+), 18 deletions(-) diff --git a/vignettes/calving_tutorial.Rmd b/vignettes/calving_tutorial.Rmd index 4d664141..37634767 100644 --- a/vignettes/calving_tutorial.Rmd +++ b/vignettes/calving_tutorial.Rmd @@ -1,11 +1,16 @@ --- -title: "Simple Linear Regression with fdmr" +title: "Glacier Calving in Svalbard with fdmr" author: "Tian Li, Amin Shn, Ruitang Yang, Wenxue Cao" -date: "`r Sys.Date()`" output: - html_document: - toc: true - toc_float: true + bookdown::html_document2: + base_format: rmarkdown::html_vignette + fig_caption: yes +bibliography: "references.bib" +link-citations: yes +vignette: > + %\VignetteIndexEntry{Simple Linear Regression with fdmr} + %\VignetteEngine{knitr::rmarkdown} + %\VignetteEncoding{UTF-8} --- # Introduction @@ -37,15 +42,15 @@ glacierNames <- unique(calving_data[c("glacierName")]) lats <- unique(calving_data[c("latitude")]) lons <- unique(calving_data[c("longitude")]) -glac1 <- list(longitude = lons[0,], latitude = lats[0,], label = glacierNames[0,]) -glac2 <- list(longitude = lons[1,], latitude = lats[1,], label = glacierNames[1,]) -glac3 <- list(longitude = lons[2,], latitude = lats[2,], label = glacierNames[2,]) -glac4 <- list(longitude = lons[3,], latitude = lats[3,], label = glacierNames[3,]) -glac5 <- list(longitude = lons[4,], latitude = lats[4,], label = glacierNames[4,]) +glac1 <- list(longitude = lons[0, ], latitude = lats[0, ], label = glacierNames[0, ]) +glac2 <- list(longitude = lons[1, ], latitude = lats[1, ], label = glacierNames[1, ]) +glac3 <- list(longitude = lons[2, ], latitude = lats[2, ], label = glacierNames[2, ]) +glac4 <- list(longitude = lons[3, ], latitude = lats[3, ], label = glacierNames[3, ]) +glac5 <- list(longitude = lons[4, ], latitude = lats[4, ], label = glacierNames[4, ]) -glac6 <- list(longitude = lons[5,], latitude = lats[5,], label = glacierNames[5,]) +glac6 <- list(longitude = lons[5, ], latitude = lats[5, ], label = glacierNames[5, ]) -points <- list(glac1, glac2, glac3,glac4, glac5, glac6) +points <- list(glac1, glac2, glac3, glac4, glac5, glac6) markers <- dplyr::bind_rows(points) fdmr::retrieve_tutorial_data(dataset = "hydro") @@ -64,14 +69,14 @@ We will model Calving's front change using three important factors namely: surfa We specify the model using a formula and the inla function. ```{r, eval = F} -formula <- fc ~ 0 + - f(id.loc0, model = "iid") + - f(id.loc0, RU, model = "iid") + - f(id.loc0, AT, model = "iid") + - f(id.loc0, SST, model = "iid") +formula <- fc ~ 0 + + f(id.loc0, model = "iid") + + f(id.loc0, RU, model = "iid") + + f(id.loc0, AT, model = "iid") + + f(id.loc0, SST, model = "iid") # Fitting INLA -inla_fit <- inla(formula, family = "gaussian", data = calving_data , control.predictor = list(compute = TRUE)) +inla_fit <- inla(formula, family = "gaussian", data = calving_data, control.predictor = list(compute = TRUE)) ``` # Results From d9f578e4542842ddbab6c2b12742ec9c317a6fbb Mon Sep 17 00:00:00 2001 From: "Anrijs K. Abele" <57137242+aabelean@users.noreply.github.com> Date: Thu, 21 Mar 2024 08:14:52 +0000 Subject: [PATCH 7/7] Update DESCRIPTION Added `tidyverse` to `DESCRIPTION` --- DESCRIPTION | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index c654b6b7..08d10885 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -60,7 +60,8 @@ Imports: future, leafem, sfheaders, - mapview + mapview, + tidyverse Suggests: bookdown, knitr,