14_keta180_ROIs.svg 117 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405
  1. <?xml version="1.0" encoding="utf-8" standalone="no"?>
  2. <!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
  3. "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
  4. <!-- Created with matplotlib (https://matplotlib.org/) -->
  5. <svg height="345.6pt" version="1.1" viewBox="0 0 460.8 345.6" width="460.8pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
  6. <metadata>
  7. <rdf:RDF xmlns:cc="http://creativecommons.org/ns#" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
  8. <cc:Work>
  9. <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
  10. <dc:date>2021-05-05T23:55:19.070825</dc:date>
  11. <dc:format>image/svg+xml</dc:format>
  12. <dc:creator>
  13. <cc:Agent>
  14. <dc:title>Matplotlib v3.3.4, https://matplotlib.org/</dc:title>
  15. </cc:Agent>
  16. </dc:creator>
  17. </cc:Work>
  18. </rdf:RDF>
  19. </metadata>
  20. <defs>
  21. <style type="text/css">*{stroke-linecap:butt;stroke-linejoin:round;}</style>
  22. </defs>
  23. <g id="figure_1">
  24. <g id="patch_1">
  25. <path d="M 0 345.6
  26. L 460.8 345.6
  27. L 460.8 0
  28. L 0 0
  29. z
  30. " style="fill:#ffffff;"/>
  31. </g>
  32. <g id="axes_1">
  33. <g id="patch_2">
  34. <path d="M 103.104 307.584
  35. L 369.216 307.584
  36. L 369.216 41.472
  37. L 103.104 41.472
  38. z
  39. " style="fill:#ffffff;"/>
  40. </g>
  41. <g clip-path="url(#p2c6c6cb822)">
  42. <image height="266.4" id="imagefcbd0946e0" transform="scale(1 -1)translate(0 -266.4)" width="266.4" x="103" xlink:href="data:image/png;base64,
  43. 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" y="-41.2"/>
  44. </g>
  45. <g id="matplotlib.axis_1">
  46. <g id="xtick_1">
  47. <g id="line2d_1">
  48. <defs>
  49. <path d="M 0 0
  50. L 0 3.5
  51. " id="meea25f9373" style="stroke:#000000;stroke-width:0.8;"/>
  52. </defs>
  53. <g>
  54. <use style="stroke:#000000;stroke-width:0.8;" x="103.363875" xlink:href="#meea25f9373" y="307.584"/>
  55. </g>
  56. </g>
  57. <g id="text_1">
  58. <!-- 0 -->
  59. <g transform="translate(100.182625 322.182437)scale(0.1 -0.1)">
  60. <defs>
  61. <path d="M 31.78125 66.40625
  62. Q 24.171875 66.40625 20.328125 58.90625
  63. Q 16.5 51.421875 16.5 36.375
  64. Q 16.5 21.390625 20.328125 13.890625
  65. Q 24.171875 6.390625 31.78125 6.390625
  66. Q 39.453125 6.390625 43.28125 13.890625
  67. Q 47.125 21.390625 47.125 36.375
  68. Q 47.125 51.421875 43.28125 58.90625
  69. Q 39.453125 66.40625 31.78125 66.40625
  70. z
  71. M 31.78125 74.21875
  72. Q 44.046875 74.21875 50.515625 64.515625
  73. Q 56.984375 54.828125 56.984375 36.375
  74. Q 56.984375 17.96875 50.515625 8.265625
  75. Q 44.046875 -1.421875 31.78125 -1.421875
  76. Q 19.53125 -1.421875 13.0625 8.265625
  77. Q 6.59375 17.96875 6.59375 36.375
  78. Q 6.59375 54.828125 13.0625 64.515625
  79. Q 19.53125 74.21875 31.78125 74.21875
  80. z
  81. " id="DejaVuSans-48"/>
  82. </defs>
  83. <use xlink:href="#DejaVuSans-48"/>
  84. </g>
  85. </g>
  86. </g>
  87. <g id="xtick_2">
  88. <g id="line2d_2">
  89. <g>
  90. <use style="stroke:#000000;stroke-width:0.8;" x="155.338875" xlink:href="#meea25f9373" y="307.584"/>
  91. </g>
  92. </g>
  93. <g id="text_2">
  94. <!-- 100 -->
  95. <g transform="translate(145.795125 322.182437)scale(0.1 -0.1)">
  96. <defs>
  97. <path d="M 12.40625 8.296875
  98. L 28.515625 8.296875
  99. L 28.515625 63.921875
  100. L 10.984375 60.40625
  101. L 10.984375 69.390625
  102. L 28.421875 72.90625
  103. L 38.28125 72.90625
  104. L 38.28125 8.296875
  105. L 54.390625 8.296875
  106. L 54.390625 0
  107. L 12.40625 0
  108. z
  109. " id="DejaVuSans-49"/>
  110. </defs>
  111. <use xlink:href="#DejaVuSans-49"/>
  112. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  113. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  114. </g>
  115. </g>
  116. </g>
  117. <g id="xtick_3">
  118. <g id="line2d_3">
  119. <g>
  120. <use style="stroke:#000000;stroke-width:0.8;" x="207.313875" xlink:href="#meea25f9373" y="307.584"/>
  121. </g>
  122. </g>
  123. <g id="text_3">
  124. <!-- 200 -->
  125. <g transform="translate(197.770125 322.182437)scale(0.1 -0.1)">
  126. <defs>
  127. <path d="M 19.1875 8.296875
  128. L 53.609375 8.296875
  129. L 53.609375 0
  130. L 7.328125 0
  131. L 7.328125 8.296875
  132. Q 12.9375 14.109375 22.625 23.890625
  133. Q 32.328125 33.6875 34.8125 36.53125
  134. Q 39.546875 41.84375 41.421875 45.53125
  135. Q 43.3125 49.21875 43.3125 52.78125
  136. Q 43.3125 58.59375 39.234375 62.25
  137. Q 35.15625 65.921875 28.609375 65.921875
  138. Q 23.96875 65.921875 18.8125 64.3125
  139. Q 13.671875 62.703125 7.8125 59.421875
  140. L 7.8125 69.390625
  141. Q 13.765625 71.78125 18.9375 73
  142. Q 24.125 74.21875 28.421875 74.21875
  143. Q 39.75 74.21875 46.484375 68.546875
  144. Q 53.21875 62.890625 53.21875 53.421875
  145. Q 53.21875 48.921875 51.53125 44.890625
  146. Q 49.859375 40.875 45.40625 35.40625
  147. Q 44.1875 33.984375 37.640625 27.21875
  148. Q 31.109375 20.453125 19.1875 8.296875
  149. z
  150. " id="DejaVuSans-50"/>
  151. </defs>
  152. <use xlink:href="#DejaVuSans-50"/>
  153. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  154. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  155. </g>
  156. </g>
  157. </g>
  158. <g id="xtick_4">
  159. <g id="line2d_4">
  160. <g>
  161. <use style="stroke:#000000;stroke-width:0.8;" x="259.288875" xlink:href="#meea25f9373" y="307.584"/>
  162. </g>
  163. </g>
  164. <g id="text_4">
  165. <!-- 300 -->
  166. <g transform="translate(249.745125 322.182437)scale(0.1 -0.1)">
  167. <defs>
  168. <path d="M 40.578125 39.3125
  169. Q 47.65625 37.796875 51.625 33
  170. Q 55.609375 28.21875 55.609375 21.1875
  171. Q 55.609375 10.40625 48.1875 4.484375
  172. Q 40.765625 -1.421875 27.09375 -1.421875
  173. Q 22.515625 -1.421875 17.65625 -0.515625
  174. Q 12.796875 0.390625 7.625 2.203125
  175. L 7.625 11.71875
  176. Q 11.71875 9.328125 16.59375 8.109375
  177. Q 21.484375 6.890625 26.8125 6.890625
  178. Q 36.078125 6.890625 40.9375 10.546875
  179. Q 45.796875 14.203125 45.796875 21.1875
  180. Q 45.796875 27.640625 41.28125 31.265625
  181. Q 36.765625 34.90625 28.71875 34.90625
  182. L 20.21875 34.90625
  183. L 20.21875 43.015625
  184. L 29.109375 43.015625
  185. Q 36.375 43.015625 40.234375 45.921875
  186. Q 44.09375 48.828125 44.09375 54.296875
  187. Q 44.09375 59.90625 40.109375 62.90625
  188. Q 36.140625 65.921875 28.71875 65.921875
  189. Q 24.65625 65.921875 20.015625 65.03125
  190. Q 15.375 64.15625 9.8125 62.3125
  191. L 9.8125 71.09375
  192. Q 15.4375 72.65625 20.34375 73.4375
  193. Q 25.25 74.21875 29.59375 74.21875
  194. Q 40.828125 74.21875 47.359375 69.109375
  195. Q 53.90625 64.015625 53.90625 55.328125
  196. Q 53.90625 49.265625 50.4375 45.09375
  197. Q 46.96875 40.921875 40.578125 39.3125
  198. z
  199. " id="DejaVuSans-51"/>
  200. </defs>
  201. <use xlink:href="#DejaVuSans-51"/>
  202. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  203. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  204. </g>
  205. </g>
  206. </g>
  207. <g id="xtick_5">
  208. <g id="line2d_5">
  209. <g>
  210. <use style="stroke:#000000;stroke-width:0.8;" x="311.263875" xlink:href="#meea25f9373" y="307.584"/>
  211. </g>
  212. </g>
  213. <g id="text_5">
  214. <!-- 400 -->
  215. <g transform="translate(301.720125 322.182437)scale(0.1 -0.1)">
  216. <defs>
  217. <path d="M 37.796875 64.3125
  218. L 12.890625 25.390625
  219. L 37.796875 25.390625
  220. z
  221. M 35.203125 72.90625
  222. L 47.609375 72.90625
  223. L 47.609375 25.390625
  224. L 58.015625 25.390625
  225. L 58.015625 17.1875
  226. L 47.609375 17.1875
  227. L 47.609375 0
  228. L 37.796875 0
  229. L 37.796875 17.1875
  230. L 4.890625 17.1875
  231. L 4.890625 26.703125
  232. z
  233. " id="DejaVuSans-52"/>
  234. </defs>
  235. <use xlink:href="#DejaVuSans-52"/>
  236. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  237. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  238. </g>
  239. </g>
  240. </g>
  241. <g id="xtick_6">
  242. <g id="line2d_6">
  243. <g>
  244. <use style="stroke:#000000;stroke-width:0.8;" x="363.238875" xlink:href="#meea25f9373" y="307.584"/>
  245. </g>
  246. </g>
  247. <g id="text_6">
  248. <!-- 500 -->
  249. <g transform="translate(353.695125 322.182437)scale(0.1 -0.1)">
  250. <defs>
  251. <path d="M 10.796875 72.90625
  252. L 49.515625 72.90625
  253. L 49.515625 64.59375
  254. L 19.828125 64.59375
  255. L 19.828125 46.734375
  256. Q 21.96875 47.46875 24.109375 47.828125
  257. Q 26.265625 48.1875 28.421875 48.1875
  258. Q 40.625 48.1875 47.75 41.5
  259. Q 54.890625 34.8125 54.890625 23.390625
  260. Q 54.890625 11.625 47.5625 5.09375
  261. Q 40.234375 -1.421875 26.90625 -1.421875
  262. Q 22.3125 -1.421875 17.546875 -0.640625
  263. Q 12.796875 0.140625 7.71875 1.703125
  264. L 7.71875 11.625
  265. Q 12.109375 9.234375 16.796875 8.0625
  266. Q 21.484375 6.890625 26.703125 6.890625
  267. Q 35.15625 6.890625 40.078125 11.328125
  268. Q 45.015625 15.765625 45.015625 23.390625
  269. Q 45.015625 31 40.078125 35.4375
  270. Q 35.15625 39.890625 26.703125 39.890625
  271. Q 22.75 39.890625 18.8125 39.015625
  272. Q 14.890625 38.140625 10.796875 36.28125
  273. z
  274. " id="DejaVuSans-53"/>
  275. </defs>
  276. <use xlink:href="#DejaVuSans-53"/>
  277. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  278. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  279. </g>
  280. </g>
  281. </g>
  282. </g>
  283. <g id="matplotlib.axis_2">
  284. <g id="ytick_1">
  285. <g id="line2d_7">
  286. <defs>
  287. <path d="M 0 0
  288. L -3.5 0
  289. " id="m2b671745dd" style="stroke:#000000;stroke-width:0.8;"/>
  290. </defs>
  291. <g>
  292. <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m2b671745dd" y="41.731875"/>
  293. </g>
  294. </g>
  295. <g id="text_7">
  296. <!-- 0 -->
  297. <g transform="translate(89.7415 45.531094)scale(0.1 -0.1)">
  298. <use xlink:href="#DejaVuSans-48"/>
  299. </g>
  300. </g>
  301. </g>
  302. <g id="ytick_2">
  303. <g id="line2d_8">
  304. <g>
  305. <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m2b671745dd" y="93.706875"/>
  306. </g>
  307. </g>
  308. <g id="text_8">
  309. <!-- 100 -->
  310. <g transform="translate(77.0165 97.506094)scale(0.1 -0.1)">
  311. <use xlink:href="#DejaVuSans-49"/>
  312. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  313. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  314. </g>
  315. </g>
  316. </g>
  317. <g id="ytick_3">
  318. <g id="line2d_9">
  319. <g>
  320. <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m2b671745dd" y="145.681875"/>
  321. </g>
  322. </g>
  323. <g id="text_9">
  324. <!-- 200 -->
  325. <g transform="translate(77.0165 149.481094)scale(0.1 -0.1)">
  326. <use xlink:href="#DejaVuSans-50"/>
  327. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  328. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  329. </g>
  330. </g>
  331. </g>
  332. <g id="ytick_4">
  333. <g id="line2d_10">
  334. <g>
  335. <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m2b671745dd" y="197.656875"/>
  336. </g>
  337. </g>
  338. <g id="text_10">
  339. <!-- 300 -->
  340. <g transform="translate(77.0165 201.456094)scale(0.1 -0.1)">
  341. <use xlink:href="#DejaVuSans-51"/>
  342. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  343. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  344. </g>
  345. </g>
  346. </g>
  347. <g id="ytick_5">
  348. <g id="line2d_11">
  349. <g>
  350. <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m2b671745dd" y="249.631875"/>
  351. </g>
  352. </g>
  353. <g id="text_11">
  354. <!-- 400 -->
  355. <g transform="translate(77.0165 253.431094)scale(0.1 -0.1)">
  356. <use xlink:href="#DejaVuSans-52"/>
  357. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  358. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  359. </g>
  360. </g>
  361. </g>
  362. <g id="ytick_6">
  363. <g id="line2d_12">
  364. <g>
  365. <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m2b671745dd" y="301.606875"/>
  366. </g>
  367. </g>
  368. <g id="text_12">
  369. <!-- 500 -->
  370. <g transform="translate(77.0165 305.406094)scale(0.1 -0.1)">
  371. <use xlink:href="#DejaVuSans-53"/>
  372. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  373. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  374. </g>
  375. </g>
  376. </g>
  377. </g>
  378. <g id="patch_3">
  379. <path d="M 103.104 307.584
  380. L 103.104 41.472
  381. " style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
  382. </g>
  383. <g id="patch_4">
  384. <path d="M 369.216 307.584
  385. L 369.216 41.472
  386. " style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
  387. </g>
  388. <g id="patch_5">
  389. <path d="M 103.104 307.584
  390. L 369.216 307.584
  391. " style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
  392. </g>
  393. <g id="patch_6">
  394. <path d="M 103.104 41.472
  395. L 369.216 41.472
  396. " style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
  397. </g>
  398. </g>
  399. </g>
  400. <defs>
  401. <clipPath id="p2c6c6cb822">
  402. <rect height="266.112" width="266.112" x="103.104" y="41.472"/>
  403. </clipPath>
  404. </defs>
  405. </svg>