13_keta120_ROIs.svg 129 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>2021-05-05T23:55:17.002403</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(#p0ef1bca992)">
  42. <image height="266.4" id="imagec9a940f63a" 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="ma3a325917a" 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="#ma3a325917a" 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="#ma3a325917a" 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="#ma3a325917a" 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="#ma3a325917a" 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="#ma3a325917a" 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="#ma3a325917a" 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="m8c33826226" 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="#m8c33826226" 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="#m8c33826226" 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="#m8c33826226" 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="#m8c33826226" 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="#m8c33826226" 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="#m8c33826226" 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="p0ef1bca992">
  402. <rect height="266.112" width="266.112" x="103.104" y="41.472"/>
  403. </clipPath>
  404. </defs>
  405. </svg>