/
clean_osm.R
1086 lines (967 loc) · 44 KB
/
clean_osm.R
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
#Clean Up OSM Description
#functions
cyipt.clean.speeds <- function(maxspeed, highway){
if(!is.na(maxspeed)){
# maxspeed given clean up an return number
# remove the mph
maxspeed <- sub(pattern = "mph", replacement = "", x = maxspeed, ignore.case = TRUE)
maxspeed <- sub(pattern = " ", replacement = "", x = maxspeed, ignore.case = TRUE)
if(maxspeed %in% c("5","10","15","20","25","30","35","40","45","50","55","60","70")){
maxspeed <- as.integer(maxspeed)
}else{
# some other string set to NA
maxspeed <- as.integer(NA)
}
}
#Check again ang guess if needed
if(is.na(maxspeed)){
# maxspeed not given guess
if(highway %in% c("motorway","motorway_link")){
maxspeed <- 70
}else if(highway %in% c("trunk","trunk_link","bus_guideway")) {
maxspeed <- 60
}else if(highway %in% c("primary","residential","road","primary_link","secondary","secondary_link","tertiary","tertiary_link","unclassified")){
maxspeed <- 30
}else if(highway == "service" ){
maxspeed <- 20
}else if(highway %in% c("path","bridleway","construction","cycleway","demolished","escalator","footway","living_street","steps","track","pedestrian")){
maxspeed <- 10
}else{
maxspeed <- 60
}
}
return(maxspeed)
}
#code
regions <- regions.todo
#create directory
if(!dir.exists(paste0("../cyipt-bigdata/osm-clean"))){
dir.create(paste0("../cyipt-bigdata/osm-clean"))
}
for(a in 1:length(regions)){
if(file.exists(paste0("../cyipt-bigdata/osm-raw/",regions[a],"/osm-lines.Rds"))){ #Check for input file
if(file.exists(paste0("../cyipt-bigdata/osm-clean/",regions[a],"/osm-lines.Rds")) & skip){ #check for existing copy of output
message(paste0("Skipping cleaning OSM tags for ",regions[a]," as already done"))
}else{
#create directory
if(!dir.exists(paste0("../cyipt-bigdata/osm-clean/",regions[a]))){
dir.create(paste0("../cyipt-bigdata/osm-clean/",regions[a]))
}
message(paste0(Sys.time(), ": Cleaning OSM tags for ",regions[a]))
osm <- readRDS(paste0("../cyipt-bigdata/osm-raw/",regions[a],"/osm-lines.Rds"))
#remove factors
osm$name <- as.character(osm$name)
osm$bicycle <- as.character(osm$bicycle)
osm$bicycle.oneway <- as.character(osm$bicycle.oneway)
osm$bridge <- as.character(osm$bridge)
osm$busway <- as.character(osm$busway)
osm$busway.left <- as.character(osm$busway.left)
osm$busway.right <- as.character(osm$busway.right)
osm$cycleway <- as.character(osm$cycleway)
osm$cycleway.left <- as.character(osm$cycleway.left)
osm$cycleway.both <- as.character(osm$cycleway.both)
osm$cycleway.right <- as.character(osm$cycleway.right)
osm$cycleway.otherside <- as.character(osm$cycleway.otherside)
osm$designation <- as.character(osm$designation)
osm$foot <- as.character(osm$foot)
osm$footway <- as.character(osm$footway)
osm$highway <- as.character(osm$highway)
osm$junction <- as.character(osm$junction)
osm$maxspeed <- as.character(osm$maxspeed)
osm$oneway <- as.character(osm$oneway)
osm$oneway.bicycle <- as.character(osm$oneway.bicycle)
osm$ref <- as.character(osm$ref)
osm$segregated <- as.character(osm$segregated)
osm$service <- as.character(osm$service)
osm$shared <- as.character(osm$shared)
osm$sidewalk <- as.character(osm$sidewalk)
osm$surface <- as.character(osm$surface)
osm$tunnel <- as.character(osm$tunnel)
#Convert to intergers
osm$lanes <- as.integer(as.character(osm$lanes))
osm$lanes.backward <- as.integer(as.character(osm$lanes.backward))
osm$lanes.forward <- as.integer(as.character(osm$lanes.forward))
osm$lanes.bus.forward <- as.integer(as.character(osm$lanes.bus.forward))
osm$lanes.left <- as.integer(as.character(osm$lanes.left))
osm$lanes.right <- as.integer(as.character(osm$lanes.right))
osm$lanes.psv <- as.integer(as.character(osm$lanes.psv))
osm$lanes.psv.backward <- as.integer(as.character(osm$lanes.psv.backward))
osm$lanes.psv.forward <- as.integer(as.character(osm$lanes.psv.forward))
#convert to numeric
osm$cycleway.left.width <- as.numeric(osm$cycleway.left.width)
osm$cycleway.oneside.width <- NULL # ditch for now as unclear how to clean up
osm$cycleway.otherside.width <- NULL
osm$cycleway.right.width <- as.numeric(osm$cycleway.right.width)
###############################################################################
#step 1: remove not allowed roads
osm <- osm[!is.na(osm$highway),] #Must have a highway value for so many reasons
not.allowed <- c("proposed","planned","escape","demolished","abandoned","dismantled","virtual","xy","trunk_link;abandoned",
"crossing","raceway","traffic_island","ohm:military:Trench","junction","primary_link;abandoned",
"escalator","corridor","construction","services","bus_stop","elevator","parking",
"stepping_stones","disused","rest_area","gallop","traffic_signals","platform","driveway","ser","re","island")
osm <- osm[!(osm$highway %in% not.allowed),]
rm(not.allowed)
###############################################################################
#step 2: clean depreciated highway tags
osm$highway[osm$highway %in% c("trail", "byway", "unsurfaced","track;steps" ) ] <- "track"
osm$highway[osm$highway %in% c("layby","access","manoeuvring_forecourt","turning_circle","turning_loop")] <- "service"
osm$highway[osm$highway %in% c("no","none","footpath") ] <- "path"
osm$highway[osm$highway %in% c("mini_roundabout","residentiaal","residential_link")] <- "residential"
osm$highway[osm$highway %in% c("yes","minor", "bridge") ] <- "road"
################################################################################
#Step 3: clean junctions
osm$junction <- as.character(osm$junction)
osm$junction[is.na(osm$junction)] <- "no"
#################################################################################
#Step 3: One way
osm$onewaysummary <- NA
for(g in 1:nrow(osm)){
if(osm$junction[g] == "roundabout"){
#Roundabouts are one way
osm$onewaysummary[g] <- "One Way"
}else if(osm$highway[g] %in% c("bridleway","footway","path","pedestrian","steps","track","bus_guideway")){
#The types don't have a direction
osm$onewaysummary[g] <- "Not Applicable"
}else{
if(is.na(osm$oneway[g])){
#If no direction info given
osm$onewaysummary[g] <- "Two Way"
}else{
if(osm$oneway[g] == "Yes" | osm$oneway[g] == "yes" | osm$oneway[g] == "-1"){
if(is.na(osm$oneway.bicycle[g])){
osm$onewaysummary[g] <- "One Way"
}else{
if(osm$oneway.bicycle[g] == "no" | osm$oneway.bicycle[g] == "No"){
osm$onewaysummary[g] <- "One Way - Two Way Cycling"
}else{
osm$onewaysummary[g] <- "One Way"
}
}
}else if(osm$highway[g] %in% c("motorway","motorway_link","primary_link","secondary_link","tertiary_link","trunk_link")){
#some road types are one way
osm$onewaysummary[g] <- "One Way"
}else{
osm$onewaysummary[g] <- "Two Way"
}
}
}
}
rm(g)
#remove oneway as nolonger needed
osm$oneway <- NULL
osm$oneway.bicycle <- NULL
#############################################################################################
#Step 4: Guess Road Speed if one not provided
osm$maxspeed <- mapply(cyipt.clean.speeds, maxspeed = osm$maxspeed, highway = osm$highway, SIMPLIFY = T, USE.NAMES = F)
##################################################################
#Step 5: footways
osm$sidewalk[!is.na(osm$sidewalk) & !(osm$sidewalk %in% c("left","right","both","no","none","separate"))] <- "no"
for(j in 1:nrow(osm)){
if(osm$highway[j] %in% c("bridleway","corridor", "construction","cycleway","demolished","escalator","footway","path","pedestrian","steps","track")){
#Paths ect that don't have pavements to the side
osm$sidewalk[j] <- "Not Applicable"
}else if(is.na(osm$sidewalk[j])){
if(osm$highway[j] %in% c("motorway","motorway_link","service","trunk","trunk_link","bus_guideway")){
#Road types that don't have pavements
osm$sidewalk[j] <- "no"
}else if(osm$junction[j] == "roundabout"){
#Roundabouts only have pavement on the outside
osm$sidewalk[j] <- "left"
}else{
#assume that other roads have pavement on both sides
osm$sidewalk[j] <- "both"
}
}
}
rm(j)
osm$sidewalk[osm$sidewalk == "none"] <- "no"
osm$sidewalk[osm$sidewalk == "separate"] <- "both"
###########################################################################################
#Step 6: Bridges and Tunnels
osm$elevation <- NA
for(k in 1:nrow(osm)){
if(!is.na(osm$bridge[k])){
if(!osm$bridge[k] == "no"){
osm$elevation[k] <- "bridge"
}else{
osm$elevation[k] <- "ground"
}
}else if(!is.na(osm$tunnel[k])){
if(!osm$tunnel[k] == "no"){
osm$elevation[k] <- "tunnel"
}else{
osm$elevation[k] <- "ground"
}
}else{
osm$elevation[k] <- "ground"
}
}
rm(k)
#remove bridge and tunnle as no longer needed
osm$bridge <- NULL
osm$tunnel <- NULL
################################################################################
#Step 7: Clean Up segregated
osm$segregated[is.na(osm$segregated)] <- "no"
osm$segregated[osm$segregated != "yes"] <- "no"
# Step 7b: Clean Up Surface
surface.errors <- read.csv("../cyipt/input-data/osm-clean/surface.csv", stringsAsFactors = F)
clean.surface <- function(x){
if(is.na(x)){
#Default when no data
result <- "asphalt"
# Split with comma
}else if(grepl(",",x)){
result <- str_split(x,",")[[1]][1]
}else if(grepl(";",x)){
result <- str_split(x,";")[[1]][1]
}else if(grepl(":",x)){
result <- str_split(x,":")[[1]][1]
}else{
result <- x
}
#Check that it has worked
if(result %in% surface.errors$value){
res2 <- surface.errors$correct[surface.errors$value == result]
if(res2 == ""){
res2 <- NA
}
}else{
res2 <- NA
}
return(res2)
}
osm$surface <- unname(sapply(osm$surface,clean.surface))
###############################################################################
#Step 8: Road Type
osm$roadtype <- NA
for(f in 1:nrow(osm)){
#No Cycling on motorways
if(osm$highway[f] == "motorway" |
osm$highway[f] == "motorway_link"){
osm$roadtype[f] <- paste0(osm$highway[f]," - Cycling Forbidden")
#Normal Roads
}else if(osm$highway[f] %in% c("primary","secondary","tertiary")){
osm$roadtype[f] <- paste0("Main Road - Cycling Allowed")
}else if(osm$highway[f] %in% c("primary_link","secondary_link","tertiary_link")){
osm$roadtype[f] <- paste0("Main Road Link - Cycling Allowed")
}else if(osm$highway[f] == "trunk"){
osm$roadtype[f] <- paste0("Trunk Road - Cycling Allowed")
}else if(osm$highway[f] == "trunk_link"){
osm$roadtype[f] <- paste0("Trunk Road Link - Cycling Allowed")
}else if(osm$highway[f] == "residential"){
osm$roadtype[f] <- paste0("Residential Road - Cycling Allowed")
}else if(osm$highway[f] %in% c("service","road","unclassified")){
osm$roadtype[f] <- paste0("Minor Road - Cycling Allowed")
#Living Streets
}else if(osm$highway[f] == "living_street"){
osm$roadtype[f] <- "Living Street"
#Cycleways
}else if(osm$highway[f] == "cycleway"){
#Check if segregated or not
if(osm$segregated[f] == "yes"){
osm$roadtype[f] <- "Segregated Cycleway"
}else{
osm$roadtype[f] <- "Cycleway"
}
#Off Road - Check if cycling is allowed
}else if(osm$highway[f] %in% c("bridleway","footway","path","pedestrian","track")){
if(is.na(osm$bicycle[f])){
#Check if segregated or not
if(osm$segregated[f] == "yes"){
osm$roadtype[f] <- "Segregated Shared Path"
}else{
osm$roadtype[f] <- "Shared Path"
}
}else if(osm$bicycle[f] == "No" | osm$bicycle[f] == "dismount" ){
osm$roadtype[f] <- "Path - Cycling Forbidden"
}else{
#Check if segregated or not
if(osm$segregated[f] == "yes"){
osm$roadtype[f] <- "Segregated Shared Path"
}else{
osm$roadtype[f] <- "Shared Path"
}
}
}else if(osm$highway[f] %in% c("demolished","corridor","construction","escalator","steps")){
osm$roadtype[f] <- "Path - Cycling Forbidden"
}else if(osm$highway[f] %in% c("bus_guideway")){
osm$roadtype[f] <- "Special Road - Cycling Forbidden"
}else{
warning(paste0("unknown road type at ",f," ",osm$highway[f]))
stop()
}
}
rm(f)
#############################################################################
#Step 9: Lanes
#New method convert bus lanes to PSV lanes
#Sometimes used odd tag lanes:bus:forward
for(r in 1:nrow(osm)){
if(is.na(osm$lanes.psv.forward[r]) & !is.na(osm$lanes.bus.forward[r])){
osm$lanes.psv.forward[r] <- osm$lanes.bus.forward[r]
}
}
rm(r)
#Step 9b: Bus Lanes
for(l in 1:nrow(osm)){
#left side
if(is.na(osm$lanes.psv.forward[l])){
#If no psv lane info
if(!is.na(osm$busway.left[l])){
#Has busway left info
if(osm$busway.left[l] == "lane"){
#Has lane
osm$lanes.psv.forward[l] <- 1
}else{
#Some other values
osm$lanes.psv.forward[l] <- 0
}
}else if(!is.na(osm$busway[l])){
#Has busway general info
if(osm$busway[l] == "lane"){
#Has lane
osm$lanes.psv.forward[l] <- 1
}else{
#Some other values
osm$lanes.psv.forward[l] <- 0
}
}else if(!is.na(osm$lanes.psv[l])){
#Non Specific psv lanes
if(osm$lanes.psv[l] == 1){
#Has lane
osm$lanes.psv.forward[l] <- 1
}else{
#Some other values
osm$lanes.psv.forward[l] <- 0
}
}else if(!is.na(osm$psv[l])){
#unusual tag sometimes used
if(osm$psv[l] %in% c("designated","yes")){
#Has lane
osm$lanes.psv.forward[l] <- 1
}else{
#Some other values
osm$lanes.psv.forward[l] <- 0
}
}else{
#No Busway info
osm$lanes.psv.forward[l] <- 0
}
}
#right side
if(is.na(osm$lanes.psv.backward[l])){
#Has no psv lane info
if(osm$onewaysummary[l] == "One Way"){
if(!is.na(osm$psv.backward[l])){
#unusual tag sometimes used
if(osm$psv.backward[l] == "yes"){
#Has lane
osm$lanes.psv.backward[l] <- 1
}else{
#Some other values
osm$lanes.psv.backward[l] <- 0
}
}else if(!is.na(osm$psv[l])){
#unusual tag sometimes used
if(osm$psv[l] == "opposite_lane"){
#Has lane
osm$lanes.psv.backward[l] <- 1
}else{
#Some other values
osm$lanes.psv.backward[l] <- 0
}
}else{
#One way roads don't have buslanes going backwards
osm$lanes.psv.backward[l] <- 0
}
}else{
#Two way roads
if(!is.na(osm$busway.right[l])){
#Has busway right info
if(osm$busway.right[l] == "lane"){
#Has lane
osm$lanes.psv.backward[l] <- 1
}else{
#Some other values
osm$lanes.psv.backward[l] <- 0
}
}else if(!is.na(osm$busway[l])){
#Has busway general info
if(osm$busway[l] == "lane"){
#Has lane
osm$lanes.psv.backward[l] <- 1
}else{
#Some other values
osm$lanes.psv.backward[l] <- 0
}
}else if(!is.na(osm$psv.backward[l])){
#unusual tag sometimes used
if(osm$psv.backward[l] == "yes"){
#Has lane
osm$lanes.psv.backward[l] <- 1
}else{
#Some other values
osm$lanes.psv.backward[l] <- 0
}
}else if(!is.na(osm$psv[l])){
#unusual tag sometimes used
if(osm$psv[l] == "opposite_lane"){
#Has lane
osm$lanes.psv.backward[l] <- 1
}else{
#Some other values
osm$lanes.psv.backward[l] <- 0
}
}else{
#No Busway info
osm$lanes.psv.backward[l] <- 0
}
}
}
}
rm(l)
#Remove bus lanes from paths etc
osm$lanes.psv.backward[osm$roadtype %in% c("Path - Cycling Forbidden", "Shared Path")] <- 0
osm$lanes.psv.forward[osm$roadtype %in% c("Path - Cycling Forbidden", "Shared Path")] <- 0
osm$lanes.psv.backward[osm$roadtype == "Cycleway"] <- 0
osm$lanes.psv.forward[osm$roadtype == "Cycleway"] <- 0
#Step 9c: Check for missing bus lanes, where cycle lane is share_busway
for(o in 1:nrow(osm)){
if(!is.na(osm$cycleway.left[o])){
if(osm$lanes.psv.forward[o] == 0 & osm$cycleway.left[o] == "share_busway"){
osm$lanes.psv.forward[o] <- 1
}
}
if(!is.na(osm$cycleway.right[o])){
if(osm$lanes.psv.backward[o] == 0 & osm$cycleway.right[o] == "share_busway"){
osm$lanes.psv.backward[o] <- 1
}
}
if(!is.na(osm$cycleway[o])){
if(osm$lanes.psv.forward[o] == 0 & osm$cycleway[o] == "share_busway"){
osm$lanes.psv.forward[o] <- 1
}else if(osm$lanes.psv.backward[o] == 0 & osm$cycleway[o] == "opposite_share_busway"){
osm$lanes.psv.backward[o] <- 1
}
}
}
rm(o)
#Remove unneeded columns
osm$bus_lane <- NULL
osm$busway <- NULL
osm$busway.left <- NULL
osm$busway.right <- NULL
osm$psv <- NULL
osm$psv.backward <- NULL
osm$lanes.psv <- NULL
osm$lanes.bus.forward <- NULL
#Step 9d: Clean left and right lanes
for(q in 1:nrow(osm)){
if(is.na(osm$lanes.forward[q]) & !is.na(osm$lanes.left[q])){
osm$lanes.forward[q] <- osm$lanes.left[q]
}
if(is.na(osm$lanes.backward[q]) & !is.na(osm$lanes.right[q])){
osm$lanes.backward[q] <- osm$lanes.right[q]
}
}
rm(q)
osm$lanes.left <- NULL
osm$lanes.right <- NULL
#step 9e: One way road don't have back lanes
osm$lanes.backward[osm$onewaysummary %in% c("One Way", "One Way - Two Way Cycling")] <- 0
#Step 9f: Lanes main part
for(i in 1:nrow(osm)){
lt <- osm$lanes[i]
lf <- osm$lanes.forward[i]
lb <- osm$lanes.backward[i]
lpf <- osm$lanes.psv.forward[i]
lpb <- osm$lanes.psv.backward[i]
#Cases
if(is.na(lb) & is.na(lf)){
#Both missing
#Check for total lanes number
if(is.na(lt)){
#No total lanes number
#Guess based on road type
if(osm$highway[i] %in% c("bridleway","corridor","construction","cycleway","demolished","escalator","footway","path","pedestrian","steps","track","service")){
#These kinds of road don't have lanes
osm$lanes.forward[i] <- 0
osm$lanes.backward[i] <- 0
}else if(osm$highway[i] == "motorway"){
#Guessing number of lanes based on road type
if(osm$onewaysummary[i] == "One Way"){
osm$lanes.forward[i] <- 3
osm$lanes.backward[i] <- 0
}else{
osm$lanes.forward[i] <- 3
osm$lanes.backward[i] <- 3
}
}else if(osm$highway[i] == "trunk"){
if(osm$onewaysummary[i] == "One Way"){
osm$lanes.forward[i] <- 2
osm$lanes.backward[i] <- 0
}else{
osm$lanes.forward[i] <- 2
osm$lanes.backward[i] <- 2
}
}else if(osm$highway[i] %in% c("residential","living_street","tertiary","tertiary_link","living_street","motorway_link","primary","primary_link","road","secondary","secondary_link","trunk_link","unclassified","bus_guideway")){
if(osm$onewaysummary[i] == "One Way"){
osm$lanes.forward[i] <- 1
osm$lanes.backward[i] <- 0
}else{
osm$lanes.forward[i] <- 1
osm$lanes.backward[i] <- 1
}
}else{
print(paste0("Error: 5: Ran out of road types. For line ",i," values: ",lt," ",lf," ",lb," ",lpf," ",lpb))
stop()
}
}else{
#Have total lanes
lrem <- lt - lpf - lpb #Remaining lanes after removing bus lanes
if(osm$onewaysummary[i] == "One Way"){
#One way so all remaining lanes are forward
osm$lanes.forward[i] <- lrem
osm$lanes.backward[i] <- 0
}else{
#Two way to divide up remaining
osm$lanes.forward[i] <- ceiling(lrem/2)
osm$lanes.backward[i] <- floor(lrem/2)
}
rm(lrem)
}
}else if( xor(is.na(lb), is.na(lf))){
#One missing
#Check for total lanes number
if(!is.na(lt)){
#Have total number so subtract from other values
lrem <- lt - lpf - lpb #Remaining lanes after removing bus lanes
if(is.na(lb)){
#Backward missing
osm$lanes.backward[i] <- if(lrem - lf > 0){lrem - lf}else{1} #to avoid negative numbers of lanes
}else{
#forward missing
osm$lanes.forward[i] <- if(lrem - lb > 0){lrem - lb}else{1} #to avoid negative numbers of lanes
}
rm(lrem)
}else{
#No total number of lanes
if(is.na(lb)){
#Backward missing
#Guess based on road type
if(osm$highway[i] %in% c("bridleway","corridor", "construction","cycleway","demolished","escalator","footway","path","pedestrian","steps","track","service")){
#These kinds of road don't have lanes
osm$lanes.backward[i] <- 0
}else if(osm$highway[i] == "motorway"){
#Guessing number of lanes based on road type
if(osm$onewaysummary[i] == "One Way"){
osm$lanes.backward[i] <- 0
}else{
osm$lanes.backward[i] <- 3
}
}else if(osm$highway[i] == "trunk"){
if(osm$onewaysummary[i] == "One Way"){
osm$lanes.backward[i] <- 0
}else{
osm$lanes.backward[i] <- 2
}
}else if(osm$highway[i] %in% c("residential","living_street","tertiary","tertiary_link","living_street","motorway_link","primary","primary_link","road","secondary","secondary_link","trunk_link","unclassified","bus_guideway")){
if(osm$onewaysummary[i] == "One Way"){
osm$lanes.backward[i] <- 0
}else{
osm$lanes.backward[i] <- 1
}
}else{
print(paste0("Error: 3: Ran out of road types. For line ",i," values: ",lt," ",lf," ",lb," ",lpf," ",lpb))
}
}else{
#forward missing
#Guess based on road type
if(osm$highway[i] %in% c("bridleway","corridor", "construction","cycleway","demolished","escalator","footway","path","pedestrian","steps","track","service")){
#These kinds of road don't have lanes
osm$lanes.forward[i] <- 0
}else if(osm$highway[i] == "motorway"){
#Guessing number of lanes based on road type
if(osm$onewaysummary[i] == "One Way"){
osm$lanes.forward[i] <- 3
}else{
osm$lanes.forward[i] <- 3
}
}else if(osm$highway[i] == "trunk"){
if(osm$onewaysummary[i] == "One Way"){
osm$lanes.forward[i] <- 2
}else{
osm$lanes.forward[i] <- 2
}
}else if(osm$highway[i] %in% c("residential","living_street","tertiary","tertiary_link","living_street","motorway_link","primary","primary_link","road","secondary","secondary_link","trunk_link","unclassified","bus_guideway")){
if(osm$onewaysummary[i] == "One Way"){
osm$lanes.forward[i] <- 1
}else{
osm$lanes.forward[i] <- 1
}
}else{
print(paste0("Error: 2: Ran out of road types. For line ",i," values: ",lt," ",lf," ",lb," ",lpf," ",lpb))
}
}
}
}else if(!is.na(lb) & !is.na(lf)){
#None Missing
#Check for consistancy
if(!is.na(lt) & !is.na(lpf) & !is.na(lpb)){
if(lt == lf + lb + lpf + lpb){
#Lane numbering is consitant
#Do Nothing
}else if((lt == lf + lb) & (lpf + lpb > 0)){
#Double couting of bus lanes
#reduce the number of lanes accordingly
osm$lanes.forward[i] <- osm$lanes.forward[i] - lpf
osm$lanes.backward[i] <- osm$lanes.backward[i] - lpb
}else if(lt != (lf + lb + lpb + lpf)){
#Total lanes is wrong, assume indervidual values are correct
osm$lanes[i] <- lf + lb + lpb + lpf
}else{
###############################
#OTHER CHECKS GO HERE
print(paste0("Error: 1: Ran out of ideas. For line ",i," values: ",lt," ",lf," ",lb," ",lpf," ",lpb))
stop()
##################################
}
}
}else{
#Something has gone wrong
print(paste0("Catastrophic Error: 4: Number of lanes in both known and unknow. For line ",i))
stop()
}
#Clean up
rm(lt,lf,lb,lpf,lpb)
}
rm(i)
##########################################################################
# Step 10: Cycling Infrastrure
for(e in 1:nrow(osm)){
if(!is.na(osm$cycleway.both[e])){
osm$cycleway.right[e] <- osm$cycleway.both[e]
osm$cycleway.left[e] <- osm$cycleway.both[e]
}
}
rm(e)
#Import in the sometimes uses cycleway.otherside
for(e in 1:nrow(osm)){
if(!is.na(osm$cycleway.otherside[e]) & is.na(osm$cycleway.right[e])){
osm$cycleway.right[e] <- osm$cycleway.otherside[e]
osm$cycleway.otherside[e] <- NA
}else if(!is.na(osm$cycleway.otherside[e]) & !is.na(osm$cycleway.right[e])){
if(osm$cycleway.otherside[e] == osm$cycleway.right[e]){
osm$cycleway.otherside[e] <- NA
}
}
}
rm(e)
if(!all(is.na(osm$cycleway.otherside))){
message("cycleway.otherside error")
error.check <- osm[!is.na(osm$cycleway.otherside),]
if(nrow(error.check) <= 1){
message("single error so skipping")
}else{
stop()
}
}
# Sometimes we people double tag cycleway rather than using the left and right tags
for(m in 1:nrow(osm)){
if(is.na(osm$cycleway.left[m]) & is.na(osm$cycleway.right[m]) & !is.na(osm$cycleway[m]) ){
#Check for ; character
if(grepl(";",osm$cycleway[m])){
spt <- unlist(strsplit(osm$cycleway[m], ";", fixed = TRUE))
#print(spt)
osm$cycleway.left[m] <- spt[1]
osm$cycleway.right[m] <- spt[2]
osm$cycleway[m] <- NA
rm(spt)
}
}
}
rm(m)
#someitne people tag the side in the main section
for(m in 1:nrow(osm)){
if(is.na(osm$cycleway.left[m]) & is.na(osm$cycleway.right[m]) & !is.na(osm$cycleway[m]) ){
#Check for ; character
if(grepl(":",osm$cycleway[m]) | grepl("=",osm$cycleway[m])){
if(grepl(":",osm$cycleway[m])){
spt <- unlist(strsplit(osm$cycleway[m], ":", fixed = TRUE))
}else{
spt <- unlist(strsplit(osm$cycleway[m], "=", fixed = TRUE))
}
if(spt[2] == "left"){
osm$cycleway.left[m] <- spt[1]
osm$cycleway[m] <- "no"
}else if(spt[2] == "right"){
osm$cycleway.right[m] <- spt[1]
osm$cycleway[m] <- "no"
}else if(spt[1] == "left"){
osm$cycleway.left[m] <- spt[2]
osm$cycleway[m] <- "no"
}else if(spt[1] == "right"){
osm$cycleway.right[m] <- spt[2]
osm$cycleway[m] <- "no"
}else{
message(paste0(": split error, in line ",m))
}
rm(spt)
}
}
}
rm(m)
#Sometimes tag is simply left or right, assume it is a lane
for(m in 1:nrow(osm)){
if(!is.na(osm$cycleway[m])){
if(osm$cycleway[m] == "left" & is.na(osm$cycleway.left[m]) & (is.na(osm$cycleway.right[m]) | osm$cycleway.right[m] == "no") ){
osm$cycleway.left[m] <- "lane"
osm$cycleway.right[m] <- "no"
}else if(osm$cycleway[m] == "right" & is.na(osm$cycleway.right[m]) & ( is.na(osm$cycleway.left[m]) | osm$cycleway.left[m] == "no") ) {
osm$cycleway.right[m] <- "lane"
osm$cycleway.left[m] <- "no"
}
}
}
rm(m)
means.lane <- c("lane_left","1.25","Lane","yes","bothways","both","shared_lane;lane")
means.opposite_lane <- c("opposite_late", "opposite_lane","lane_right","opposite","right:lane"," opposite_lane")
means.track <- c("trck","segregated","tracks","separate"," track","redway")
means.opposite_track <- c("opposite_track")
means.busway <- c("shared_busway")
means.opposite_busway <- c("opposite_share_busway")
not.allowed <- c("service","squeezed","highway","road","shared","share","shared_lane","designated", "proposed", "bmx_track","track;shared_use","pavement_right",
"only_sunday", "crawler_lane","shared use","shared_use","sidewalk","none", "share_sidewalk","construction","path","left","right","dismount","island",
"pavement_left","sidepath","use_sidepath","restaurant route","crossing","permissive","buffered cycle lane; contraflow to oneway","sidewlk","share_lane",
"shaed","crossinh","crossng","croaing","crossong"," crossing","1")
#clean up incorect tagging
osm$cycleway.left[osm$cycleway.left %in% means.lane] <- "lane"
osm$cycleway.left[osm$cycleway.left %in% means.track] <- "track"
osm$cycleway.left[osm$cycleway.left %in% means.opposite_lane] <- "opposite_lane"
osm$cycleway.left[osm$cycleway.left %in% means.opposite_track] <- "opposite_track"
osm$cycleway.left[osm$cycleway.left %in% means.busway] <- "share_busway"
osm$cycleway.left[osm$cycleway.left %in% means.opposite_busway] <- "opposite_share_busway"
osm$cycleway.left[osm$cycleway.left %in% not.allowed ] <- "no"
osm$cycleway.right[osm$cycleway.right %in% c(means.lane,means.opposite_lane)] <- "lane"
osm$cycleway.right[osm$cycleway.right %in% c(means.track,means.opposite_track)] <- "track"
osm$cycleway.right[osm$cycleway.right %in% means.busway] <- "share_busway"
osm$cycleway.right[osm$cycleway.right %in% means.opposite_busway] <- "share_busway"
osm$cycleway.right[osm$cycleway.right %in% not.allowed ] <- "no"
osm$cycleway[osm$cycleway %in% means.lane] <- "lane"
osm$cycleway[osm$cycleway %in% means.track] <- "track"
osm$cycleway[osm$cycleway %in% means.opposite_lane] <- "opposite_lane"
osm$cycleway[osm$cycleway %in% means.opposite_track] <- "opposite_track"
osm$cycleway[osm$cycleway %in% means.busway] <- "share_busway"
osm$cycleway[osm$cycleway %in% means.opposite_busway] <- "opposite_share_busway"
osm$cycleway[osm$cycleway %in% not.allowed ] <- "no"
rm(not.allowed, means.opposite_busway, means.busway, means.opposite_track, means.track, means.opposite_lane, means.lane)
if(!all(c(osm$cycleway,osm$cycleway.left,osm$cycleway.right) %in% c(NA,"no","track","lane","opposite_lane","share_busway","opposite_track","opposite_share_busway"))){
message("Invalid Cycle Infrastrucutre Tags Before Cleaning")
print(unique(c(osm$cycleway,osm$cycleway.left,osm$cycleway.right)))
stop()
}
########################
# New Cycle Infra Method with one way roads
#####
for(d in 1:nrow(osm)){
#Etablish the Main cases
highway <- osm$highway[d]
left <- osm$cycleway.left[d]
right <- osm$cycleway.right[d]
main <- osm$cycleway[d]
oneway <- osm$onewaysummary[d]
#Some Road types left and right lanes are not a valid concept
if(highway %in% c("bridleway", "corridor","construction","cycleway","demolished","escalator","footway","path","pedestrian","steps","track","bus_guideway")){
osm$cycleway.left[d] <- "no"
osm$cycleway.right[d] <- "no"
}else if( (is.na(main) | main == "no") &
(is.na(left) | left == "no") &
(is.na(right) | right == "no") ){
# No info assume that there is no cycle infrastrucutre
osm$cycleway.left[d] <- "no"
osm$cycleway.right[d] <- "no"
osm$cycleway[d] <- "no"
}else if(!is.na(main) & is.na(left) & is.na(right)){
#Simple Case have main and no left or right data
#Check for specific opposite side cases
if(main %in% c("opposite_lane","opposite_track","opposite_share_busway")){
osm$cycleway.left[d] <- "no"
if(main == "opposite_lane"){
osm$cycleway.right[d] <- "lane"
}else if(main == "opposite_track"){
osm$cycleway.right[d] <- "track"
}else if(main == "opposite_share_busway"){
osm$cycleway.right[d] <- "share_busway"
}else{
message("Unsusal Error 3")
stop()
}
}else if(oneway == "Two Way"){
#Two way road so put cycle infra on both sides
osm$cycleway.left[d] <- main
osm$cycleway.right[d] <- main
}else if(oneway == "One Way - Two Way Cycling"){
#Check for contra flow cycle infra
if(main %in% c("opposite","opposite_lane") ){
osm$cycleway.left[d] <- "no"
osm$cycleway.right[d] <- "lane"
}else if(main %in% c("lane","track")){
osm$cycleway.left[d] <- main
osm$cycleway.right[d] <- main
}else if(main %in% c("opposite_track")){
osm$cycleway.left[d] <- "no"
osm$cycleway.right[d] <- "track"
}else{
message(paste0("Unusual Case: 2 main = ",main," left = ",left," right = ",right," highway = ",highway," oneway = ",oneway," line = ",d))
qtm(osm[d,], lines.lwd = 4)
Sys.sleep(3)
stop()
}
}else{
#One way raod so put cycle infra on the left
osm$cycleway.left[d] <- main
osm$cycleway.right[d] <- "no"
}
}else if(is.na(main) & (is.na(right) | right == "no" ) & left %in% c("opposite_lane","opposite_track","opposite") ){
# Unusual case of contra flow cycle lane on the wrong side of the road
# For simplicity swap sides
if(left == "opposite_track"){
osm$cycleway.left[d] <- "no"
osm$cycleway.right[d] <- "track"
}else{
osm$cycleway.left[d] <- "no"
osm$cycleway.right[d] <- "lane"
}
}else if(main %in% c("opposite_lane","opposite_track","opposite") & (is.na(left) | left == "no" ) & right %in% c("lane","track")){
#Contra flow with main also tagged as opposite
osm$cycleway.left[d] <- "no"
}else if(main %in% c("opposite_lane","opposite_track","opposite") & (is.na(left)) & right %in% c("no")){
#Contra flow with main also tagged as opposite an right tagged as no
if(main == "opposite_track"){
osm$cycleway.left[d] <- "track"
}else{
osm$cycleway.left[d] <- "lane"
}
}else if(!is.na(main) & !is.na(left)){
if(main == left & (!is.na(left) | left == "no") & oneway == "One Way" ) {
#Oneway road where main and the left have both been tagged
osm$cycleway.right[d] <- "no"
}else if(main != left & main %in% c("no","track","lane","share_busway")){
osm$cycleway.right[d] <- main
}else if(main == left){
osm$cycleway.right[d] <- "no"
}else if(main == "opposite_track" & left %in% c("lane","no") & oneway == "One Way") {
#Unsusual case in southhampton
osm$cycleway.left[d] <- "track"
osm$cycleway.right[d] <- "no"
}else if(main == "opposite_lane" & left %in% c("lane","no") & oneway == "One Way - Two Way Cycling") {
#Unsusual case in London
osm$cycleway.left[d] <- "lane"
osm$cycleway.right[d] <- "no"
}else{
message(paste0("Unusual Case: 5a main = ",main," left = ",left," right = ",right," highway = ",highway," oneway = ",oneway," line = ",d))
stop()
}
}else if(!is.na(main) & !is.na(right)){
if(main == right & (!is.na(right) | right == "no") & oneway == "One Way" ) {
#Oneway road where main and the right have both been tagged
osm$cycleway.left[d] <- "no"
}else if(main != right & main %in% c("no","track","lane","share_busway")){
osm$cycleway.left[d] <- main
}else if(main == right){
osm$cycleway.left[d] <- "no"
}else{
message(paste0("Unusual Case: 5b main = ",main," left = ",left," right = ",right," highway = ",highway," oneway = ",oneway," line = ",d))
stop()
}
}else if( (is.na(main) | main == "no") & !is.na(left) & is.na(right)){
#We only have info for the left side assume it is complete
osm$cycleway.right[d] <- "no"
}else if( (is.na(main) | main == "no") & is.na(left) & !is.na(right)){
#We only have info for the right side assume it is complete
osm$cycleway.left[d] <- "no"
}else if(!is.na(left) & !is.na(right)){
#We have Full left and right info so do nothing
if(is.na(main) & left == "opposite_lane" & right == "track" & oneway == "One Way"){
#Super unsusual layout in london
osm$cycleway.left[d] <- "lane"
}
}else{
message(paste0("Unusual Case: 1 main = ",main," left = ",left," right = ",right," highway = ",highway," oneway = ",oneway," line = ",d))
qtm(osm[d,], lines.lwd = 4)
Sys.sleep(3)
stop()
}
if(!osm$cycleway.left[d] %in% c("no","track","lane","share_busway") | !osm$cycleway.right[d] %in% c("no","track","lane","share_busway") ){
message("testing error")
message(paste0("Unusual Case: 4 main = ",main," left = ",left," right = ",right," highway = ",highway," oneway = ",oneway," line = ",d))
message("discarding")
#stop()
osm$cycleway.left[d] <- "no"
osm$cycleway.right[d] <- "no"