# Dendraster Lipid Analysis - OA Expt 2017 # S. Arellano, B. Olson, S. Yang (WWU) # version: 2019-01-14 # ========================= temp_treatment pH_treatment jar_replicate lipid_presence lipid_area stomach_area lipid_index ------------------------- 12 L 1 Yes 4015.262 7387.346 0.544 12 L 1 Yes 4077.485 6698.876 0.609 12 L 1 Yes 8645.766 10155.828 0.851 12 L 1 Yes 7843.645 8874.127 0.884 12 L 1 Yes 9785.455 11921.765 0.821 12 L 1 Yes 4578.44 9218.891 0.497 12 L 1 Yes 4744.579 7663.326 0.619 12 L 1 Yes 4785.002 6734.855 0.710 12 L 1 Yes 7793.274 8433.49 0.924 12 L 1 No 0 5227.545 0 12 L 1 No 0 5862.681 0 12 L 1 Yes 12351.185 15718.401 0.786 12 L 1 Yes 1448.898 9088.732 0.159 12 L 2 No 0 10476.042 0 12 L 2 Yes 3657.376 6778.242 0.540 12 L 2 Yes 4165.528 8690.211 0.479 12 L 2 Yes 5305.852 9854.662 0.538 12 L 2 Yes 4786.272 13006.004 0.368 12 L 2 Yes 4402.354 11063.982 0.398 12 L 3 Yes 7964.281 13549.922 0.588 12 L 3 No 0 10260.591 0 12 L 3 Yes 9091.695 12121.131 0.750 12 L 3 Yes 7493.167 10330.644 0.725 12 L 3 Yes 6153.479 11738.483 0.524 12 L 3 Yes 5922.998 8263.542 0.717 12 L 3 Yes 4189.866 6398.134 0.655 12 L 3 Yes 2022.658 5475.588 0.369 12 L 3 No 0 6548.187 0 12 L 3 Yes 5531.462 12168.962 0.455 12 L 3 Yes 5899.083 11215.94 0.526 12 L 3 Yes 7243.43 11304.406 0.641 12 L 3 Yes 6418.874 10638.794 0.603 12 L 3 Yes 8610.21 11123.241 0.774 12 L 4 Yes NA NA NA 12 L 4 Yes 192.383 7793.274 0.025 12 L 4 Yes 3080.442 10285.776 0.299 12 L 4 Yes 7956.873 9973.393 0.798 12 L 4 Yes 5530.827 8626.295 0.641 12 L 4 Yes 8375.923 11026.309 0.760 12 L 4 Yes 2030.065 8345.024 0.243 12 L 4 Yes 626.247 11747.16 0.053 12 L 4 No 0 5926.173 0 12 L 4 Yes 5814.003 11709.277 0.497 12 L 4 Yes 602.332 5758.976 0.105 12 L 4 Yes 902.651 6338.239 0.142 12 L 4 Yes 1995.144 9471.803 0.211 12 L 4 Yes 2786.048 9077.726 0.307 12 L 4 Yes 2941.182 8064.175 0.365 12 M 1 Yes 1506.252 6512.208 0.231 12 M 1 Yes 3243.829 9045.98 0.359 12 M 1 Yes 1009.741 7386.499 0.137 12 M 1 Yes 5606.806 8607.882 0.651 12 M 1 Yes 3470.074 6778.03 0.512 12 M 1 Yes 3977.59 6983.746 0.570 12 M 1 Yes 560.003 5509.239 0.102 12 M 1 Yes 4629.234 9130.213 0.507 12 M 1 Yes 6743.321 9081.748 0.743 12 M 1 Yes 6803.85 11175.728 0.609 12 M 1 Yes 2275.569 8938.255 0.255 12 M 1 Yes 2680.228 8804.92 0.304 12 M 2 Yes 539.051 9610.216 0.056 12 M 2 Yes 2461.179 8846.191 0.278 12 M 2 Yes 2187.95 7481.315 0.292 12 M 2 Yes 8324.918 13976.803 0.596 12 M 3 Yes 3054.622 8685.978 0.352 12 M 3 Yes 4626.271 8283.436 0.558 12 M 3 Yes 1644.666 8352.854 0.197 12 M 3 Yes 5479.186 8910.53 0.615 12 M 3 Yes 4157.274 12022.718 0.346 12 M 3 Yes 1130.378 8140.578 0.139 12 M 3 Yes 4060.553 13795.215 0.294 12 M 3 Yes 13250.238 15991.63 0.829 12 M 3 Yes 11238.586 14538.5 0.773 12 M 3 Yes 3679.387 9753.921 0.377 12 M 3 Yes 2470.279 13737.014 0.180 12 M 4 Yes 4371.031 16548.459 0.264 12 M 4 Yes 2981.394 10834.774 0.275 12 M 4 Yes 4278.333 9569.793 0.447 12 M 4 Yes 2290.807 10363.66 0.221 12 M 4 Yes 1548.369 10133.817 0.153 12 M 4 Yes 1510.062 8184.176 0.185 12 M 4 Yes 2230.49 8903.334 0.251 12 M 4 Yes 3551.556 9238.997 0.384 12 M 4 Yes 3655.683 6138.238 0.596 12 M 4 No 0 8329.15 0 12 M 4 Yes 958.524 10025.245 0.096 12 M 4 Yes 3248.485 8452.749 0.384 12 M 4 Yes 6128.079 9379.104 0.653 12 M 4 Yes 1111.964 5870.3 0.189 12 H 1 Yes NA NA NA 12 H 1 Yes 2255.463 7048.085 0.320 12 H 1 Yes 3221.607 5476.858 0.588 12 H 1 Yes 2998.113 8144.811 0.368 12 H 1 No 0 4728.071 0 12 H 1 Yes 1224.558 4941.194 0.248 12 H 1 No 0 5245.957 0 12 H 1 Yes 1093.552 5346.699 0.205 12 H 1 Yes 580.533 7592.85 0.076 12 H 1 Yes 1690.592 8946.509 0.189 12 H 1 Yes 4238.756 9674.767 0.438 12 H 1 Yes 2198.32 7845.338 0.280 12 H 1 Yes 2377.369 7092.529 0.335 12 H 1 Yes 1697.576 8816.349 0.193 12 H 1 Yes 1978.636 12068.432 0.164 12 H 2 Yes 6504.166 10467.364 0.621 12 H 2 Yes 6027.761 10699.747 0.563 12 H 2 Yes 2550.915 10030.748 0.254 12 H 2 Yes 3186.262 9760.693 0.326 12 H 2 Yes 2525.518 7217.186 0.350 12 H 2 Yes 3385.629 11013.823 0.307 12 H 2 Yes 4187.115 8474.125 0.494 12 H 2 Yes 5391.567 8927.249 0.604 12 H 2 Yes 3123.828 10066.515 0.310 12 H 2 Yes 4268.385 8432.855 0.506 12 H 2 Yes 1328.05 7660.575 0.173 12 H 2 Yes 5112.623 7898.46 0.647 12 H 2 Yes 2450.385 10041.542 0.244 12 H 2 Yes 1149.002 9161.96 0.125 12 H 2 Yes 2378.85 8084.281 0.294 12 H 3 Yes 3002.346 10476.042 0.287 12 H 3 Yes 953.868 4692.515 0.203 12 H 3 Yes 4424.153 8163.647 0.542 12 H 3 Yes 3837.907 6507.552 0.590 12 H 3 Yes 3724.89 11117.315 0.335 12 H 3 Yes 3566.794 10011.277 0.356 12 H 3 Yes 3001.711 7777.613 0.386 12 H 3 Yes 1030.906 6261.202 0.165 12 H 3 Yes 0 7448.51 0 12 H 3 Yes 1156.621 7048.508 0.164 12 H 3 Yes 407.41 5436.858 0.075 12 H 3 Yes 3283.618 8715.396 0.377 12 H 4 Yes 897.36 10851.07 0.083 12 H 4 Yes 7323.43 12244.095 0.598 12 H 4 Yes 2590.068 9502.702 0.273 12 H 4 Yes 6260.143 10237.733 0.611 12 H 4 Yes 3595.789 8372.537 0.429 12 H 4 Yes 2344.776 7345.018 0.319 12 H 4 Yes 1772.286 5731.886 0.309 17 L 1 Yes 6557.5 9347.358 0.702 17 L 2 Yes 7334.435 11683.668 0.628 17 L 3 Yes 10087.891 12973.411 0.778 17 L 4 Yes 4556.429 9583.973 0.475 17 L 5 Yes 2632.397 6160.672 0.427 17 L 6 Yes 5941.2 11265.676 0.527 17 L 7 Yes NA NA NA 17 L 8 Yes 7517.929 9794.133 0.768 17 L 9 Yes 5548.816 11651.922 0.476 17 L 10 Yes 4054.108 9759.214 0.415 17 L 11 Yes 1795.752 7802.261 0.230 17 L 12 Yes 5521.06 8601.007 0.642 17 L 13 Yes 5369.979 12480.075 0.430 17 L 1 Yes 2657.582 8344.389 0.318 17 L 2 Yes 1254.187 5507.758 0.228 17 L 3 Yes 5125.745 9181.854 0.558 17 L 4 Yes 5906.49 7604.278 0.777 17 L 5 Yes 8194.97 11410.65 0.718 17 L 6 Yes 1535.671 7463.537 0.206 17 L 7 Yes 5107.755 10823.134 0.472 17 L 8 Yes 4691.88 11773.192 0.399 17 L 9 Yes 6177.815 11772.346 0.525 17 L 10 Yes 6837.29 11721.975 0.583 17 L 11 Yes 5808.924 9361.538 0.621 17 L 1 Yes 7469.674 8778.254 0.851 17 L 2 Yes 4238.756 8145.657 0.520 17 L 3 Yes 6439.827 11261.866 0.572 17 L 4 Yes 9723.445 13060.607 0.744 17 L 5 Yes 8126.186 9462.914 0.859 17 L 6 Yes 9402.173 12184.412 0.772 17 L 7 Yes NA NA NA 17 L 8 Yes 8709.259 10184.823 0.855 17 L 9 Yes 4661.404 7924.28 0.588 17 L 10 Yes 8059.096 12107.797 0.666 17 L 11 Yes 7609.781 8936.773 0.852 17 L 12 Yes 6678.135 10486.412 0.637 17 L 13 Yes 4529.763 8337.404 0.543 17 L 14 Yes 6613.373 7640.046 0.866 17 L 15 Yes 6984.804 10041.118 0.696 17 L 1 Yes 8563.861 10464.825 0.818 17 L 2 Yes 1979.271 8545.66 0.232 17 L 3 Yes 8518.57 12813.41 0.665 17 L 4 No 0 5966.808 0 17 L 5 Yes 3994.945 9782.281 0.408 17 L 6 Yes 6182.259 10641.757 0.581 17 L 7 No 0 8240.261 0 17 L 8 Yes 7532.32 10828.001 0.696 17 L 9 Yes 3199.384 7045.545 0.454 17 L 10 Yes 3823.727 9099.102 0.420 17 L 11 Yes 5957.284 8781.217 0.678 17 L 12 Yes NA NA NA 17 L 13 Yes 5063.099 10375.724 0.488 17 M 1 Yes 5473.684 10342.496 0.529 17 M 2 Yes 8063.117 11041.971 0.730 17 M 3 Yes 7695.284 11898.272 0.647 17 M 4 Yes 9770.852 13080.925 0.747 17 M 5 Yes 6772.739 11063.135 0.612 17 M 6 Yes 7810.206 12388.011 0.630 17 M 7 Yes 1931.229 9008.52 0.214 17 M 8 Yes 3347.11 9759.424 0.343 17 M 9 Yes 3141.818 10578.053 0.297 17 M 10 Yes 1581.808 12149.914 0.130 17 M 11 Yes 2529.962 10590.963 0.239 17 M 12 Yes 4310.925 8186.716 0.527 17 M 13 Yes 3863.304 9646.83 0.400 17 M 14 Yes 5642.362 9691.91 0.582 17 M 15 Yes 4223.094 7922.164 0.533 17 M 1 Yes 4785.849 10049.584 0.476 17 M 2 Yes 220.53 6942.052 0.032 17 M 3 Yes 3301.184 9909.477 0.333 17 M 4 Yes 5373.789 12299.545 0.437 17 M 5 Yes 6038.766 19999.86 0.302 17 M 6 Yes 4971.67 8556.453 0.581 17 M 7 Yes 2804.038 10163.659 0.276 17 M 8 Yes 5786.278 11473.296 0.504 17 M 9 Yes 1584.983 10249.374 0.155 17 M 10 Yes 599.792 10465.46 0.057 17 M 11 Yes 5724.902 13275.902 0.431 17 M 1 Yes 5897.813 11713.933 0.503 17 M 2 No 0 6428.822 0 17 M 3 Yes 2343.718 8177.718 0.287 17 M 4 No 0 7692.11 0 17 M 5 No NA NA NA 17 M 6 No 0 8839.418 0 17 M 7 No 0 7676.448 0 17 M 8 Yes 2253.347 10702.286 0.211 17 M 9 No 0 9547.57 0 17 M 10 Yes 4234.734 8886.402 0.477 17 M 11 Yes 7191.366 10873.716 0.661 17 M 12 No 0 7019.09 0 17 M 1 Yes 8480.051 10908.214 0.777 17 M 2 Yes 8201.107 9958.155 0.824 17 M 3 Yes 8658.041 12955.845 0.668 17 M 4 Yes 7740.999 13209.391 0.586 17 M 5 Yes 5914.321 9025.321 0.655 17 M 6 Yes NA NA NA 17 M 7 Yes 6125.539 14046.433 0.436 17 M 8 Yes 10914.774 15039.878 0.726 17 M 9 Yes 5444.9 10277.099 0.530 17 M 10 Yes 6212.101 10285.353 0.604 17 M 11 Yes 5222.465 11393.931 0.458 17 M 12 Yes 6527.87 8956.667 0.729 17 M 13 Yes 8719.206 13267.381 0.657 17 M 14 Yes 5349.662 11465.466 0.467 17 M 15 Yes 3077.69 10950.965 0.281 17 H 1 No 0 9787.784 0 17 H 2 Yes 4125.104 8846.825 0.466 17 H 3 Yes 2312.818 9946.938 0.233 17 H 4 Yes 4659.71 9474.554 0.492 17 H 5 Yes 6814.893 14327.705 0.476 17 H 6 Yes 5155.798 11233.295 0.459 17 H 7 Yes 4853.151 11712.663 0.414 17 H 8 Yes 4672.409 10585.672 0.441 17 H 9 Yes 5799.823 10373.819 0.559 17 H 10 Yes 6653 9541.221 0.697 17 H 11 No 0 6558.135 0 17 H 12 Yes 4502.461 9755.614 0.462 17 H 1 Yes 2372.136 11708.43 0.203 17 H 2 Yes 2528.057 10077.521 0.251 17 H 3 Yes 2740.757 10202.812 0.269 17 H 4 Yes 4465.212 11168.744 0.400 17 H 5 Yes 2334.829 8589.681 0.272 17 H 6 Yes 4631.351 8558.147 0.541 17 H 7 Yes 1963.186 8749.682 0.224 17 H 8 Yes 1800.434 7243.218 0.249 17 H 9 Yes 2651.868 10841.97 0.245 17 H 10 Yes 6391.784 12472.456 0.512 17 H 11 Yes 1830.699 8291.055 0.221 17 H 12 Yes 5515.165 11716.261 0.471 17 H 13 Yes 4772.939 10059.743 0.474 17 H 14 No 0 7409.78 0 17 H 1 Yes 3208.485 9203.018 0.349 17 H 2 Yes 1441.278 8444.283 0.171 17 H 3 No NA NA NA 17 H 4 Yes 6525.542 12504.414 0.522 17 H 5 No 0 5680.669 0 17 H 6 Yes 6217.815 10804.932 0.575 17 H 7 Yes 3818.224 8303.542 0.460 17 H 8 Yes 5892.734 8975.715 0.657 17 H 9 Yes 5684.055 9240.69 0.615 17 H 10 Yes 1579.692 8006.186 0.197 17 H 11 No 0 8326.822 0 17 H 12 Yes 3063.299 8443.86 0.363 17 H 13 Yes 967.836 6316.863 0.153 17 H 1 Yes 3696.107 10945.039 0.338 17 H 2 Yes 3359.385 9867.784 0.340 17 H 3 Yes 501.59 11514.99 0.044 17 H 4 Yes 1797.26 6557.711 0.274 17 H 5 Yes 860.958 8739.523 0.099 17 H 6 Yes 4473.043 9870.324 0.453 17 H 7 no 0 7931.688 0 17 H 8 Yes 4872.41 9333.389 0.522 17 H 9 Yes 3073.246 10045.986 0.306 17 H 10 Yes 6341.414 12204.729 0.520 17 H 11 Yes 4432.196 10703.979 0.414 17 H 12 Yes 3643.196 13426.112 0.271