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Donut country source apportionment

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Inspired by: https://www.cbs.nl/nl-nl/over-ons/onderzoek-en-innovatie/project/meer-inzicht-in-mobiliteit-met-de-donutkaart reproduced using: https://github.com/mtennekes/donutmaps/tree/main

Uses exactextract R package to ‘cut out’ mean concentrations from the raster bricks created from the TOPAS netcdf files.

Import shape files from eurostat using eurostat R package and use the rnaturalearth package for some countries which are missing.

THe concentrations from each country are available as a raster layer

Loop though each label (country), here Germany is shown

and cut out the mean concentration for the country area using

countries mean.DEU_20250408 mean.DEU_20250409 mean.DEU_20250410 mean.DEU_20250411 mean.DEU_20250412 mean.DEU_20250413 mean.DEU_20250414 mean.DEU_20250415 mean.DEU_20250416 mean.DEU_20250417 mean.DEU_20250418 mean.DEU_20250419 mean.DEU_20250420 mean.DEU_20250421 mean.DEU_20250422 mean.DEU_20250423 mean.DEU_20250424 mean.DEU_20250425 mean.DEU_20250426 mean.DEU_20250427 mean.DEU_20250428 mean.DEU_20250429 mean.DEU_20250430 mean.DEU_20250501 mean.DEU_20250502 mean.DEU_20250503 mean.DEU_20250504 mean.DEU_20250505
MNT -0.0008372 0.4044957 1.7895037 1.1751132 1.7005812 1.1050936 1.1630672 0.5718327 0.3655683 0.2188811 0.0347138 0.0203702 0.0433995 0.0301279 0.0034788 0.0041549 0.0784601 0.2929412 1.3606110 2.3870718 0.7538105 0.1516969 0.0858299 0.1760115 0.4175337 0.5437692 0.3513171 0.1173915
FRA 4.8905826 5.6707845 4.6283622 3.1909916 2.4828877 0.9873214 0.8549494 0.6129323 0.1028073 0.2470804 0.3025455 0.9476433 0.9769141 0.5479237 0.3195948 0.1966468 1.2489284 6.9336433 10.8984480 9.2103348 7.6218023 7.4392023 6.1959043 3.4303291 0.8893232 0.8042307 0.8095060 3.3316507
NOR 0.1940732 0.0762629 0.1573099 0.4662341 0.2608555 0.8888907 0.6100680 0.2756208 1.0527358 1.7440686 1.0297987 0.3700513 0.3782290 0.3519983 0.3582385 0.2130885 0.0924976 0.0133192 0.0295029 0.7679564 0.6972722 0.0831634 0.0472640 0.9202859 0.4938839 0.0712018 0.0030786 0.0023414
SWE 0.2398914 0.0397623 0.1184227 0.1864803 0.4008157 1.1806841 1.7321223 0.4925838 0.9151207 1.0302453 1.0329289 0.7275155 1.0022348 0.6982908 1.7355036 0.9727278 0.2965276 0.0584483 0.0326928 0.4686113 1.3364670 0.1271578 0.0382059 0.4352914 1.4224855 0.0863180 0.0040696 0.0012208
BLR -0.0008372 0.0123449 0.0017550 0.0941440 0.1223609 0.3936208 0.2942627 0.3372071 0.2368692 0.1557987 0.0327285 0.0739211 0.2695567 0.4387827 0.4671723 2.6756701 3.2550426 3.0184364 0.0032920 -0.0003970 0.0017775 0.9017398 0.1900151 0.0440283 0.0254218 3.0609567 3.0427074 0.3841146
UKR -0.0008370 0.0010708 0.0051840 0.2450559 0.1916593 0.1463787 0.1935212 0.2310785 0.0913125 0.0434979 0.0138011 0.0480395 0.2689523 0.1199490 0.0273597 0.1671395 0.1747128 0.9153721 0.9499659 0.0001932 0.0045325 0.0769804 0.5553595 0.1552811 0.0224378 1.1024483 1.2528706 1.1255810
POL 0.1605839 0.8251584 0.6837131 2.6707916 2.4794118 2.1587305 4.6243920 1.4992741 1.8939878 0.3854523 1.8930142 9.8146486 5.3733687 4.3240776 7.7686639 8.5544825 5.6601043 2.4683862 0.0496157 0.0247235 0.2529024 2.8533630 1.2157551 0.7055095 4.2177725 7.4199934 3.4598181 0.2963468
AUT 4.2604856 5.0691128 9.1255293 9.4110937 6.5976052 5.6679702 3.9047961 1.5864375 1.0243535 1.7257576 12.4128819 5.2334390 1.0816745 5.4885597 8.2833548 5.1305017 7.0884929 10.2711353 5.8928013 2.1750884 2.0982037 1.9531039 2.2358348 3.2130167 4.2647057 6.4920144 7.9397407 5.0279746
HUN 0.7323005 0.1969771 1.4697782 3.2663355 2.5229366 1.3144176 1.1529841 0.6438474 0.3671319 0.1970751 1.7427107 5.0246029 0.3729828 0.1471577 2.1983466 1.7423065 1.9668660 5.4350715 2.5048656 0.0591947 0.3038352 0.3269936 1.0101526 1.2376257 0.6592147 1.2343044 3.2596645 3.1861315
MDA -0.0008372 0.0004617 0.0017635 0.0046504 0.2195481 0.2574645 0.0989622 0.2003331 0.1228644 0.0080983 0.0011903 0.0001517 0.0007463 0.0003449 -0.0005075 -0.0006988 -0.0001535 0.0308513 1.5085074 -0.0003433 0.0004885 0.0015355 0.9130351 0.4066815 0.0120142 0.2582784 0.3592313 1.5059844
ROU 0.0010758 0.0263235 0.3355609 1.0960903 1.6736914 0.6654413 0.6853657 0.3646533 0.1798854 0.0964183 0.0287008 0.2109790 0.3353790 0.1715778 0.0488697 0.0495730 0.0107314 0.0066793 0.8967733 0.2956756 0.1713752 0.1203410 0.2879641 0.5938742 0.1401858 0.5230167 0.5275983 0.7624435
LTU -0.0008372 0.0268305 0.0017550 0.1104035 0.7117196 1.4433613 2.3001757 1.7600253 0.2675155 0.4176316 0.0961086 1.3721758 6.9988732 5.3271542 5.1827092 7.1421151 6.8667226 0.3717733 -0.0005572 -0.0003970 0.0824901 1.3714097 0.0849763 0.0370139 0.8093165 1.3725892 0.0943754 0.0297632
LVA -0.0008372 0.0305953 0.0017550 0.0207639 0.8749725 1.1324682 2.8158076 3.0643895 0.4347973 0.9130149 0.3475890 0.3760534 7.8475471 7.5829339 5.6135030 7.0005436 6.1551895 0.1317292 -0.0005572 -0.0003909 0.3951225 0.9151207 0.1302291 0.0254361 1.0768161 1.1342362 0.0256736 0.0150188
EST -0.0008372 0.0310306 0.0017550 0.0276453 0.2345512 0.0485581 4.2215810 2.9818439 0.5410193 0.3998810 0.4366651 0.1436138 5.0473042 6.3181343 3.3695076 5.1264286 2.0035894 0.0000826 -0.0005572 0.0009057 0.9732931 0.7205501 0.1484153 0.0184829 0.6628771 0.6550983 0.0358519 0.0094042
DEU 43.4692993 40.2442780 23.1135426 26.9610481 40.6684532 27.3086548 36.4390259 26.9896965 30.4274693 19.3197441 20.6734982 36.9787407 43.4199600 42.8574867 39.6404381 49.5475311 27.0611610 25.0831699 20.2099476 21.3550358 49.3214455 45.7471466 45.0079002 51.2243805 42.1412354 26.1805573 11.6886311 14.8996773
BGR -0.0008372 0.1066323 1.1090493 0.2690809 2.3205056 1.5229428 0.8809690 0.4013482 0.1740011 0.1160960 0.0337465 0.0364514 0.0192527 0.0133688 0.0113668 0.0011195 0.0029208 0.0001716 0.1229390 0.7338160 0.0554724 -0.0000729 0.0119854 0.2422810 0.1861695 0.2016173 0.3443345 0.2974789
GRC 0.0354179 0.0054835 0.2362559 0.8866736 1.9305387 1.7075862 1.4688921 0.8879449 0.5344926 0.3145701 0.1055101 0.0217100 0.0327900 0.0383662 0.0217525 0.0053323 0.0201317 0.0270170 0.0387815 0.3194481 0.2357077 0.0263159 0.0041642 0.0789820 0.3008729 0.2781419 0.2485445 0.1439726
TUR 0.2243337 0.1067832 0.0205336 0.0591476 0.3078110 0.2292932 0.1384768 0.1549771 0.0639794 0.0381338 0.0305649 0.0414682 0.0430919 0.0292172 0.0203023 0.0065117 0.0084975 0.0094743 0.0092541 0.1112699 0.1506926 0.0580867 0.0417953 0.0316948 0.0209640 0.0366442 0.0502233 0.1389544
ALB -0.0008370 0.0824485 0.6570075 0.8965197 2.0651000 1.2090304 1.2346660 0.6646550 0.3188288 0.2281545 0.0688852 0.0137524 0.0316538 0.0428455 0.0334589 0.0155302 0.0922026 0.3094923 0.2699215 0.2143210 0.5972311 0.1649902 0.0248069 0.1106741 0.4048758 0.5096696 0.3155217 0.1160935
HRV 1.0687503 1.6347841 2.5101907 3.4910765 3.6766894 2.3314483 1.3888780 0.7948174 0.5499313 0.2283636 0.0607546 0.0663535 0.0342381 0.0081283 2.4217291 2.8302753 2.4757092 6.3891335 5.7488461 0.7373167 0.5373279 0.3251070 0.1292775 0.9622843 1.0750097 0.7344371 0.3369715 1.2493860
CHE 7.5740738 9.1059732 8.0206432 5.8247161 5.5160456 1.3623352 1.7445897 2.3302255 1.7795537 1.5348417 1.8830812 2.8293695 1.4479619 1.2055562 1.6642374 1.9733192 0.2048678 10.6712799 13.4577131 10.0253105 9.0369463 8.1502905 7.0068054 5.8116803 2.4023802 0.5418928 3.8285043 11.7414560
LUX 16.0703888 23.1390324 2.9807358 5.2080908 12.9660511 1.8356040 3.6411636 7.4815102 0.3628107 0.6593221 2.9176040 14.6433029 12.9241667 2.4693880 1.0307418 3.7969308 14.1790457 25.8731613 15.1986866 11.4223919 23.6423187 23.8422852 24.3447514 25.0662174 3.6073947 3.9585261 2.3943498 10.6353655
BEL 12.9885988 8.6889830 0.3636716 0.9466568 6.2691727 1.0957297 1.2027601 3.9025249 0.1898506 0.2997633 0.8724831 9.4906063 13.1947088 0.4948039 0.5193529 0.7087469 14.2690554 8.7094612 16.1179905 13.0556526 13.3343115 22.0038719 21.7827969 12.8338451 4.0688386 5.5935555 0.3327386 5.3047619
NLD 14.1684465 2.2199204 0.4311941 1.2303708 16.5668240 3.7928846 3.8796594 19.8741322 1.9376745 0.8170716 1.3528054 7.4421258 5.4939928 5.9153948 2.9626966 21.8439960 19.9942169 3.3388023 19.1900768 18.2942543 16.6348896 11.3032417 22.3320599 33.2155418 11.1373005 2.7711003 0.3094749 3.0793357
PRT 0.0457863 0.2617726 0.3364399 0.3905888 0.3163897 0.6418709 0.4684266 -0.0001759 0.0006384 -0.0004519 0.0011903 0.0026445 0.0015496 0.0003423 -0.0008212 -0.0008052 -0.0001535 0.0000046 -0.0005572 0.0077443 1.1111363 2.1339886 1.4045845 0.4932646 0.3625639 1.5980817 1.1917568 1.4263318
ESP 0.8090201 0.7661437 0.7733149 0.5391500 0.3270569 0.3247306 0.4096603 0.0421925 0.0011478 -0.0004519 0.0011903 0.0013095 0.0019206 0.0006738 -0.0008212 -0.0008052 -0.0001535 0.0000046 0.0701474 1.7687696 3.7372720 4.0098610 2.6273253 1.4244831 0.4815792 0.6888661 0.9008089 1.0099337
IRL 3.6065614 2.0249994 0.4902214 0.4773072 0.5761694 0.0011111 0.0003276 0.0130988 0.0029585 -0.0004519 0.0011903 0.0980865 0.3016815 0.0374179 -0.0008212 -0.0008052 -0.0001535 0.1263261 0.0112159 -0.0003970 0.7417682 4.0261769 7.5315952 5.5992212 0.0099477 0.0840178 0.1142313 0.0021127
ITA 0.3156481 0.5708907 0.9050066 1.1183057 1.0957822 0.7820312 0.6603449 0.5622001 0.3858604 0.1784176 0.1603091 0.0707171 0.0136778 0.0087904 0.1356876 0.2916172 0.3905757 1.1611050 4.0972643 3.9998207 1.6086340 0.6842639 0.4078769 0.2749489 0.2332718 0.1975891 0.1810299 0.6111319
DNK 0.2188031 0.3284383 0.4320384 1.9721060 3.0389528 10.7495718 2.4897356 5.0292335 8.1387186 2.7175379 0.5925640 1.1993166 4.5468588 6.3033233 4.9659753 1.8028350 1.9541559 1.1448357 2.3931961 4.1339874 7.1783509 0.1505960 0.5319194 7.5390162 7.9991302 0.0950772 0.0519155 0.0243050
GBR 3.6092136 1.1530700 0.3922435 0.7239557 1.0386415 0.2394720 0.0129446 0.3871505 0.7574145 0.0450692 0.0084709 0.3289745 0.6133513 0.8949661 0.0425773 0.0391002 0.3106868 0.5773125 1.8373789 1.6222562 1.1290604 2.6901958 5.0259008 6.4125376 1.5488334 0.4080313 0.0592423 0.0118048
SVN 0.7314557 1.0738165 3.5459607 3.7885003 5.1993160 2.4190331 1.0454159 0.8284965 0.6045979 0.2106821 0.3665810 0.3542511 0.0149434 0.0003423 3.3209169 3.3279562 3.7292309 4.6753917 4.3740225 0.2621042 0.3355104 0.5078919 0.2350670 0.7880964 0.9419209 0.3175118 0.3629630 2.4683123
FIN 0.1135787 0.0271726 0.0093053 0.0115390 0.0095906 0.0234250 1.6705244 0.4783826 0.4845163 0.6192312 0.4857208 0.5464827 0.3894060 0.1174773 0.1241894 0.2850400 0.0002558 0.0001269 -0.0005572 0.0039692 0.6712433 0.3395889 0.0044469 0.0167657 0.5747634 0.3783107 0.0156498 0.0051942
SVK 0.2032339 0.0348233 1.1426777 3.2594891 1.7539858 1.2331918 1.1902628 0.7301729 0.3269951 0.1599697 2.0714095 6.4689136 0.6917968 0.1263746 2.0084970 2.8820586 1.9757713 3.2634346 1.1666611 0.0042862 0.0271335 0.1679604 1.9877564 0.5967732 0.6859481 3.4330995 6.6494021 2.0619414
CZE 4.4539900 4.7590098 6.5484204 6.7075958 5.5686297 4.7088552 6.1902084 1.6053770 2.9939141 0.5234274 13.5777731 13.3018894 2.6619432 6.0435801 7.4346638 5.8000107 8.7894068 9.3725166 0.7180068 0.2677155 0.7483612 4.0430241 7.7215219 4.8840466 5.7070761 8.7346115 7.1825666 2.4978154
BIH 0.4460854 1.3535370 2.7168701 2.4907522 2.3273196 1.4463677 0.9556406 0.6621893 0.3554451 0.1784875 0.0393873 0.0592155 0.0484789 0.0124714 0.4042489 0.7571958 1.0379043 4.8553677 6.9191422 1.6452971 0.7171077 0.1919019 0.1038818 0.8868484 0.9744713 0.6568369 0.4205061 0.1902012
MKD -0.0008372 0.0919097 0.9168204 0.6096618 1.2810431 0.8483483 1.1135024 0.7968413 0.4169607 0.3517059 0.1070494 0.0084419 0.0255119 0.0390709 0.0386709 0.0182244 0.0276752 0.0245986 0.0255840 0.0783634 0.5249988 0.0612787 0.0218967 0.1246448 0.4536702 0.4090278 0.2921336 0.1405982
SRB 0.0666940 0.4861242 1.8324984 1.7978981 2.3699448 0.8001701 0.8726332 0.6184912 0.2422687 0.2320313 0.0506099 0.0221081 0.0308893 0.0202210 0.1309161 0.6747819 0.3315410 0.7801125 2.9724085 1.0881343 0.3628181 0.0562642 0.1744471 0.5051814 0.5475625 0.5717446 0.3418366 0.3552391
receptor MKD MNT EST LUX MDA LVA ALB TUR SVN FIN GRC CHE BIH PRT BEL HRV BLR LTU NOR BGR SRB SVK SWE HUN NLD AUT UKR IRL DNK ESP ROU CZE GBR ITA FRA DEU POL
NLD 0.00 0 0.00 0.03 0.00 0.00 0.00 0.01 0.00 0.04 0.01 0.06 0.00 0.03 3.78 0.01 0.01 0.01 0.17 0.01 0.01 0.01 0.16 0.02 59.45 0.03 0.04 0.38 0.58 0.23 0.08 0.09 4.08 0.25 1.99 9.70 0.35
BGR 0.17 0 0.01 0.00 0.12 0.01 0.03 1.13 0.00 0.03 0.68 0.00 0.04 0.00 0.00 0.03 0.18 0.01 0.03 14.66 0.49 0.08 0.02 0.18 0.02 0.03 1.38 0.02 0.08 0.04 3.31 0.15 0.09 0.08 0.07 0.33 0.98
LVA 0.01 0 0.16 0.01 0.06 2.71 0.02 0.09 0.01 0.19 0.07 0.03 0.02 0.01 0.12 0.03 0.71 0.93 0.07 0.08 0.06 0.07 0.18 0.12 0.33 0.06 0.50 0.16 0.41 0.12 0.48 0.23 0.71 0.26 0.55 1.72 1.67
SVK 0.02 0 0.01 0.01 0.02 0.02 0.03 0.11 0.11 0.03 0.13 0.08 0.09 0.02 0.06 0.28 0.13 0.08 0.03 0.21 0.35 14.96 0.04 2.30 0.30 0.45 1.02 0.09 0.12 0.16 1.57 1.96 0.29 0.95 0.59 1.65 5.85
MKD 18.19 0 0.00 0.00 0.04 0.01 1.43 0.50 0.01 0.02 3.54 0.00 0.10 0.02 0.00 0.06 0.09 0.01 0.02 1.18 0.96 0.09 0.01 0.23 0.02 0.05 0.60 0.02 0.06 0.16 1.12 0.17 0.06 0.40 0.32 0.32 0.78
CHE 0.01 0 0.00 0.03 0.01 0.01 0.01 0.03 0.05 0.01 0.04 26.21 0.01 0.04 0.44 0.04 0.07 0.03 0.02 0.09 0.06 0.06 0.03 0.12 0.84 0.96 0.27 0.09 0.10 0.40 0.31 0.36 0.39 6.43 4.49 4.95 0.59
ITA 0.02 0 0.00 0.00 0.04 0.01 0.06 0.07 0.22 0.02 0.14 0.31 0.13 0.04 0.05 0.31 0.12 0.03 0.01 0.12 0.18 0.09 0.01 0.20 0.09 0.34 0.48 0.04 0.03 0.46 0.63 0.30 0.10 45.27 1.22 0.75 0.56
SVN 0.00 0 0.01 0.00 0.06 0.02 0.05 0.05 15.25 0.02 0.09 0.13 0.11 0.02 0.03 3.41 0.16 0.04 0.03 0.06 0.19 0.22 0.03 0.58 0.13 2.05 0.39 0.04 0.07 0.22 0.67 0.87 0.13 4.39 0.91 1.64 0.94
GRC 0.33 0 0.01 0.00 0.07 0.01 0.50 1.55 0.01 0.02 20.32 0.00 0.05 0.02 0.00 0.05 0.12 0.01 0.02 0.76 0.25 0.06 0.02 0.14 0.02 0.05 0.80 0.02 0.07 0.26 0.95 0.15 0.07 0.90 0.27 0.36 0.75
HUN 0.02 0 0.01 0.01 0.04 0.02 0.04 0.13 0.26 0.03 0.14 0.09 0.18 0.02 0.05 0.85 0.19 0.05 0.03 0.27 0.99 1.85 0.04 16.21 0.24 0.75 0.81 0.07 0.12 0.19 3.03 1.13 0.21 1.40 0.71 1.58 2.54
TUR 0.01 0 0.00 0.00 0.04 0.00 0.01 22.83 0.00 0.02 0.22 0.00 0.00 0.01 0.00 0.00 0.08 0.01 0.00 0.13 0.02 0.01 0.00 0.03 0.01 0.01 0.73 0.01 0.01 0.08 0.38 0.02 0.03 0.12 0.06 0.08 0.27
GBR 0.00 0 0.00 0.01 0.00 0.00 0.00 0.00 0.00 0.01 0.00 0.02 0.00 0.01 0.53 0.00 0.00 0.00 0.08 0.01 0.01 0.01 0.07 0.01 1.45 0.02 0.02 1.51 0.25 0.07 0.04 0.05 34.03 0.07 1.39 1.14 0.15
DNK 0.00 0 0.00 0.00 0.00 0.00 0.01 0.01 0.01 0.09 0.01 0.04 0.02 0.02 0.24 0.03 0.02 0.02 0.44 0.03 0.06 0.05 0.58 0.08 1.07 0.04 0.10 0.59 15.77 0.15 0.24 0.16 3.21 0.32 0.91 3.13 0.97
ALB 1.38 0 0.00 0.00 0.05 0.01 29.37 0.22 0.03 0.01 1.74 0.01 0.16 0.03 0.00 0.19 0.09 0.01 0.01 0.29 0.48 0.09 0.01 0.26 0.02 0.08 0.46 0.01 0.05 0.25 0.82 0.24 0.04 2.16 0.45 0.38 0.58
LUX 0.00 0 0.00 17.39 0.01 0.00 0.00 0.02 0.01 0.03 0.02 0.15 0.00 0.05 5.73 0.01 0.01 0.01 0.09 0.02 0.01 0.02 0.10 0.03 3.21 0.06 0.11 0.14 0.24 0.55 0.10 0.38 0.61 0.56 8.79 10.58 0.55
EST 0.01 0 2.28 0.01 0.04 0.37 0.01 0.10 0.01 0.39 0.06 0.02 0.01 0.01 0.12 0.02 0.44 0.15 0.08 0.07 0.04 0.05 0.18 0.07 0.30 0.04 0.43 0.13 0.29 0.08 0.36 0.18 0.68 0.16 0.39 1.22 1.18
LTU 0.01 0 0.06 0.01 0.07 0.36 0.02 0.10 0.02 0.12 0.07 0.03 0.03 0.02 0.08 0.05 1.05 5.62 0.05 0.10 0.09 0.10 0.13 0.17 0.27 0.06 0.66 0.15 0.39 0.13 0.65 0.22 0.59 0.35 0.48 1.58 2.66
UKR 0.00 0 0.01 0.00 0.44 0.03 0.00 0.17 0.01 0.05 0.01 0.01 0.01 0.00 0.01 0.02 0.63 0.06 0.02 0.06 0.03 0.05 0.03 0.11 0.04 0.03 19.06 0.04 0.06 0.03 0.97 0.09 0.14 0.12 0.11 0.29 1.16
IRL 0.00 0 0.00 0.01 0.00 0.00 0.00 0.00 0.00 0.01 0.00 0.01 0.00 0.00 0.44 0.00 0.00 0.00 0.03 0.00 0.00 0.00 0.04 0.01 0.98 0.01 0.01 30.07 0.11 0.04 0.02 0.04 8.15 0.04 0.98 0.92 0.12
PRT 0.00 0 0.00 0.00 0.00 0.00 0.00 0.00 0.01 0.00 0.01 0.03 0.01 13.33 0.07 0.02 0.01 0.01 0.00 0.01 0.01 0.02 0.01 0.02 0.14 0.03 0.02 0.06 0.02 3.95 0.04 0.07 0.21 0.38 0.95 0.44 0.22
MDA 0.00 0 0.02 0.00 15.68 0.03 0.00 0.20 0.01 0.06 0.01 0.01 0.01 0.00 0.01 0.02 0.35 0.05 0.02 0.13 0.03 0.03 0.02 0.06 0.03 0.02 4.97 0.03 0.06 0.02 4.34 0.06 0.11 0.11 0.06 0.21 1.06
BLR 0.00 0 0.05 0.00 0.15 0.14 0.01 0.10 0.01 0.10 0.03 0.02 0.02 0.01 0.04 0.03 10.13 0.34 0.03 0.06 0.05 0.04 0.06 0.11 0.15 0.04 2.21 0.09 0.14 0.07 0.62 0.11 0.36 0.21 0.26 0.70 1.61
FRA 0.01 0 0.00 0.09 0.01 0.01 0.02 0.04 0.02 0.02 0.08 0.46 0.03 0.06 1.06 0.05 0.04 0.02 0.04 0.05 0.05 0.04 0.07 0.07 1.34 0.12 0.23 0.16 0.21 0.85 0.20 0.29 0.65 1.44 21.09 3.06 0.57
MNT 0.06 0 0.00 0.00 0.06 0.01 1.17 0.09 0.05 0.02 0.24 0.01 0.75 0.02 0.01 0.32 0.11 0.01 0.01 0.33 1.74 0.16 0.01 0.46 0.03 0.12 0.48 0.02 0.06 0.18 1.08 0.39 0.04 1.43 0.38 0.55 0.71
FIN 0.00 0 0.04 0.00 0.03 0.03 0.00 0.05 0.00 1.59 0.01 0.01 0.01 0.00 0.04 0.01 0.15 0.04 0.07 0.03 0.02 0.01 0.10 0.02 0.12 0.01 0.20 0.06 0.09 0.04 0.20 0.03 0.39 0.06 0.18 0.26 0.25
CZE 0.01 0 0.00 0.02 0.00 0.01 0.02 0.03 0.13 0.02 0.07 0.17 0.06 0.03 0.10 0.24 0.04 0.04 0.05 0.05 0.14 0.79 0.05 0.47 0.49 0.86 0.10 0.17 0.20 0.27 0.17 26.66 0.53 1.11 1.36 5.48 3.89
SWE 0.00 0 0.01 0.00 0.02 0.02 0.01 0.02 0.00 0.08 0.01 0.01 0.01 0.01 0.06 0.01 0.06 0.04 0.27 0.04 0.03 0.02 1.06 0.04 0.22 0.02 0.19 0.17 0.33 0.07 0.33 0.07 0.85 0.12 0.32 0.60 0.49
SRB 0.17 0 0.01 0.00 0.09 0.01 0.12 0.23 0.04 0.03 0.30 0.02 0.91 0.02 0.01 0.64 0.17 0.01 0.03 0.96 19.88 0.29 0.02 1.24 0.04 0.14 0.66 0.02 0.09 0.16 3.16 0.51 0.09 0.54 0.34 0.65 1.24
POL 0.01 0 0.01 0.01 0.01 0.03 0.02 0.06 0.04 0.05 0.08 0.07 0.05 0.02 0.11 0.11 0.18 0.12 0.05 0.11 0.15 0.35 0.10 0.35 0.40 0.15 0.55 0.18 0.41 0.19 0.64 1.11 0.66 0.66 0.70 2.99 23.64
AUT 0.00 0 0.01 0.02 0.02 0.01 0.02 0.03 0.69 0.02 0.07 0.89 0.05 0.02 0.16 0.27 0.09 0.04 0.04 0.04 0.10 0.40 0.03 0.42 0.50 16.44 0.21 0.09 0.09 0.23 0.30 1.89 0.23 3.26 1.50 5.17 1.15
NOR 0.00 0 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.03 0.00 0.01 0.00 0.01 0.07 0.01 0.01 0.01 2.01 0.01 0.01 0.01 0.10 0.02 0.20 0.01 0.04 0.16 0.13 0.10 0.09 0.03 0.85 0.11 0.40 0.42 0.21
DEU 0.00 0 0.00 0.13 0.00 0.00 0.01 0.01 0.02 0.03 0.02 0.40 0.01 0.04 0.63 0.03 0.02 0.02 0.10 0.02 0.03 0.05 0.14 0.07 2.53 0.60 0.08 0.26 0.63 0.42 0.12 1.03 1.21 0.89 2.66 33.14 1.06
BEL 0.00 0 0.00 0.41 0.00 0.00 0.00 0.01 0.00 0.03 0.02 0.10 0.00 0.04 31.70 0.01 0.01 0.01 0.10 0.02 0.01 0.01 0.13 0.03 11.91 0.06 0.07 0.23 0.49 0.39 0.09 0.19 1.58 0.35 6.39 7.09 0.45
ESP 0.00 0 0.00 0.01 0.00 0.00 0.01 0.02 0.02 0.00 0.03 0.05 0.02 0.85 0.11 0.03 0.01 0.01 0.00 0.01 0.02 0.03 0.01 0.04 0.21 0.05 0.06 0.11 0.06 16.04 0.07 0.11 0.31 0.73 1.58 0.74 0.35
BIH 0.01 0 0.01 0.00 0.07 0.02 0.12 0.06 0.10 0.02 0.09 0.04 14.77 0.02 0.02 1.50 0.16 0.02 0.02 0.16 1.31 0.30 0.03 0.76 0.06 0.37 0.53 0.03 0.10 0.17 1.05 0.74 0.10 1.18 0.62 1.17 0.83
ROU 0.01 0 0.01 0.00 0.31 0.02 0.01 0.31 0.02 0.04 0.07 0.01 0.07 0.01 0.01 0.08 0.22 0.02 0.03 0.87 0.47 0.14 0.03 0.70 0.03 0.05 1.79 0.03 0.08 0.07 28.87 0.14 0.11 0.28 0.15 0.37 1.41
HRV 0.01 0 0.01 0.00 0.07 0.02 0.12 0.07 0.69 0.02 0.14 0.07 2.32 0.02 0.03 15.24 0.18 0.04 0.03 0.10 0.84 0.37 0.04 1.38 0.10 0.63 0.46 0.04 0.12 0.20 0.87 1.01 0.14 2.00 0.79 1.56 1.04
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div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Netherlands to Belgium<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>11.91<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Germany to Luxembourg<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>10.58<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Germany to Netherlands<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>9.70<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
France to Luxembourg<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>8.79<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
United Kingdom to Ireland<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>8.15<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Germany to Belgium<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>7.09<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Italy to Switzerland<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>6.43<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
France to Belgium<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>6.39<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Poland to Slovakia<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>5.85<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Belgium to Luxembourg<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>5.73<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Germany to Czechia<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>5.48<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Germany to Austria<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>5.17<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Ukraine to Moldova<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>4.97<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Germany to Switzerland<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>4.95<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
France to Switzerland<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>4.49<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Italy to Slovenia<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>4.39<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Romania to Moldova<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>4.34<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
United Kingdom to Netherlands<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>4.08<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Spain to Portugal<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>3.95<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Poland to Czechia<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>3.89<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Belgium to Netherlands<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>3.78<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Greece to North Macedonia<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>3.54<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Croatia to Slovenia<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>3.41<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Romania to Bulgaria<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>3.31<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Italy to Austria<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>3.26<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
United Kingdom to Denmark<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>3.21<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Netherlands to Luxembourg<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>3.21<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Romania to Republic of Serbia<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>3.16<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Germany to Denmark<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>3.13<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Germany to France<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>3.06<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Romania to Hungary<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>3.03<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Germany to Poland<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>2.99<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
France to Germany<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>2.66<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Poland to Lithuania<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>2.66<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Poland to Hungary<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>2.54<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Netherlands to Germany<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>2.53<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Bosnia and Herzegovina to Croatia<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>2.32<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Hungary to Slovakia<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>2.30<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Ukraine to Belarus<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>2.21<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Italy to Albania<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>2.16<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Austria to Slovenia<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>2.05<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t
Italy to Croatia<\/b><\/th><\/thead><\/tr>
Flow<\/nobr><\/td>2.00<\/nobr><\/td><\/tr><\/table><\/div>","<style> div.leaflet-popup-content {width:auto !important;overflow-y:auto; overflow-x:hidden;}<\/style>
\n\t\t\t

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Interactive donut maps

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