# Fileset [TSTM-2025-2021_data.zip](https://mdr.nims.go.jp/filesets/363a6502-cccb-42a7-9c9a-05602a5bf5b8/download) ## Creator Hirotaka Manaka, Shoutarou Katayama, Soichiro Honda, Yoko Miura ## Rights [Creative Commons BY Attribution 4.0 International](https://creativecommons.org/licenses/by/4.0/) ## Other metadata [Deep learning framework for analyzing birefringence imaging by incorporating optical polarization overlap in stress-induced ferroelectric SrTiO](https://mdr.nims.go.jp/datasets/5bb67fa0-d350-4b55-8f7d-ae82ca789338) ## Fulltext __MACOSX/._TSTM-2025-2021_dataTSTM-2025-2021_data/Fig10a.csv Temp(K) PC1_575nm PC2_575nm PC3_575nm PC4_575nm PC5_575nm 130 0.705217662 0.745963913 0.803085471 -0.085986263 2.109492674 129.5 0.721084099 0.739093941 0.816880995 -0.073258649 2.095785229 129 0.734624617 0.726909268 0.844575887 -0.076812416 2.099061648 128.5 0.748333413 0.713212006 0.86698512 -0.080342206 2.099844948 128 0.759301379 0.700523598 0.88664916 -0.098443278 2.106261486 127.5 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score,sigma,1.96sigma3x3,2,0.176377396,0.077311584,0.151530704,0.210054196,0.085117508,0.1668303163x3,3,-0.043459164,0.074036534,0.145111607,0.082072343,0.093084328,0.1824452843x3,4,-0.033132629,0.068361706,0.133988944,0.089496533,0.085381383,0.1673475113x3,5,-0.115573059,0.091370484,0.17908615,0.017010028,0.111649321,0.218832669,,,,,,,Figure22(b),,Figure 5,,,Figure 14,,SRF,k,Silhouette score,sigma,1.96sigma,Silhouette score,sigma,1.96sigma5x5,2,0.302164106,0.12721687,0.249345065,0.227220719,0.117386442,0.2300774265x5,3,0.354855931,0.149329859,0.292686523,0.252675541,0.130149154,0.2550923425x5,4,-0.058174021,0.080392643,0.157569579,0.048790173,0.088588389,0.1736332425x5,5,-0.182794066,0.110946781,0.21745569,-0.078809401,0.110248342,0.216086755x5,6,-0.253071261,0.042007692,0.082335075,-0.219154088,0.070566565,0.138310467,,,,,,,Figure22(c),,Figure 5,,,Figure 14,,SRF,k,Silhouette score,sigma,1.96sigma,Silhouette 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0.904092323 1.248500889 -0.187487846 33 1.072914887 0.758814208 0.952251782 1.234692351 -0.18218668 32.5 1.078856367 0.66413689 1.021744946 1.232123078 -0.180993263 32 1.086866175 0.535743614 1.093049636 1.232627187 -0.175451305 31.5 1.095303266 0.4084261 1.14625326 1.234523825 -0.159098374 31 1.089713917 0.31959063 1.181439154 1.237847667 -0.150228287 30.5 1.096101878 0.245144406 1.194965698 1.239663553 -0.126797124 30 1.102974371 0.208786633 1.199282302 1.242285447 -0.103764862 29.5 1.107556222 0.206024898 1.195863416 1.245109513 -0.086860148 29 1.109589249 0.228248976 1.193504674 1.250171236 -0.077691244 28.5 1.10511899 0.262379355 1.18917454 1.251498445 -0.053362184 28 1.097986433 0.31145222 1.189001048 1.25015414 -0.014021323 27.5 1.084250955 0.366982238 1.186453768 1.245450994 0.032958377 27 1.067595481 0.42049719 1.190684059 1.243077561 0.067013347 26.5 1.051031021 0.465613784 1.18468758 1.234578769 0.097132929 26 1.035445104 0.495937886 1.189005695 1.226491004 0.122082453 25.5 1.018582287 0.514005623 1.201969047 1.220708659 0.134345929 25 0.998261045 0.509431353 1.223623475 1.213687731 0.133763592 24.5 0.975858948 0.465510347 1.264861334 1.199862739 0.13636757 24 0.949601544 0.38022819 1.316603616 1.182763643 0.141521971 23.5 0.91781764 0.258188339 1.367103482 1.162299783 0.14955775 23 0.878020442 0.116507316 1.432234814 1.134366053 0.164494164 22.5 0.831588339 -0.020181191 1.476823498 1.094611181 0.174452379 22 0.782551218 -0.140659668 1.503586451 1.047086241 0.183719952 21.5 0.741323835 -0.226854713 1.530327934 0.993600374 0.180451178 21 0.705468481 -0.286944459 1.560689974 0.921511313 0.179716827 20.5 0.678763467 -0.319590793 1.60940537 0.809027188 0.169751449 20 0.658637715 -0.335755698 1.678135796 -0.648368113 0.158168524 19.5 0.643336427 -0.325877321 1.741106937 -0.452579195 0.144308216 19 0.635141958 -0.284235509 1.783871782 -0.261039321 0.12119469 18.5 0.633282864 -0.205807426 1.820686936 -0.080551288 0.090418091 18 0.63447804 -0.19322094 1.819771709 -0.086136383 0.082329528 17.5 0.635625261 -0.188819234 1.824991999 -0.086010167 0.080028741 17 0.638591833 -0.183213223 1.824575506 -0.085323853 0.077760111 16.5 0.642701257 -0.177273318 1.823654551 -0.084691725 0.074545529 16 0.647016535 -0.171176361 1.822707706 -0.087114821 0.068536999 15.5 0.65036241 -0.166198855 1.821475428 -0.09134079 0.059710335 15 0.651979078 -0.163348468 1.819231421 -0.094599263 0.048710252 14.5 0.649603438 -0.163321187 1.816934042 -0.099874657 0.035738017 14 0.647190433 -0.162842251 1.812410288 -0.103004827 0.021015614__MACOSX/TSTM-2025-2021_data/._Fig10b.csvTSTM-2025-2021_data/Fig5b.csv Temp(K) Mahalanobis_Distance_523nm Mahalanobis_Distance_543nm Mahalanobis_Distance_575nm 146.324 2.699427066 1.537034441 1.328400427 146.24 2.743762774 1.575547441 1.332079531 146.154 2.68284108 1.558320527 1.33333193 146.066 2.693000781 1.586145694 1.338426122 145.981 2.678682853 1.530892099 1.349843479 145.895 2.706568606 1.572357809 1.345896008 145.81 2.695112172 1.589265114 1.345900565 145.726 2.671034009 1.587593508 1.366312693 145.64 2.640174838 1.580451696 1.354066887 145.556 2.616265399 1.593792519 1.350161616 145.471 2.637148655 1.609355229 1.373041827 145.384 2.692087886 1.579262363 1.367933255 145.294 2.633595049 1.586228404 1.372270977 145.202 2.624342837 1.564321424 1.396052146 145.118 2.5672876 1.615069123 1.371948721 145.035 2.561037108 1.567130309 1.380913478 144.952 2.606419095 1.558306028 1.396753324 144.87 2.58039995 1.586063762 1.393415792 144.786 2.616122856 1.580007586 1.412743441 144.699 2.549025328 1.578667249 1.408829915 144.614 2.624707785 1.573644652 1.42216333 144.529 2.550786152 1.571398934 1.412825388 144.443 2.518650771 1.579281677 1.422226317 144.358 2.53580079 1.587592316 1.42159442 144.271 2.520242885 1.600958509 1.41439795 144.186 2.56265022 1.61198835 1.42748585 144.1 2.505060597 1.585472208 1.431739201 144.015 2.554978282 1.564254419 1.444624525 143.93 2.592522039 1.609059121 1.443245175 143.845 2.548955043 1.622620084 1.455228425 143.759 2.56183781 1.592147777 1.435768388 143.673 2.500881291 1.601160105 1.446508513 143.589 2.502399354 1.594544188 1.45423752 143.503 2.531308042 1.592418211 1.48899859 143.416 2.538436296 1.572964182 1.462190787 143.33 2.578536881 1.596359742 1.472675823 143.245 2.48848167 1.601934604 1.483815984 143.161 2.547333271 1.601130641 1.484683495 143.075 2.544411146 1.591138228 1.489235975 142.989 2.495234972 1.560781752 1.495569204 142.905 2.512504083 1.588791864 1.509284944 142.82 2.522013383 1.590975792 1.503500567 142.735 2.599077888 1.588709563 1.502710294 142.651 2.536024163 1.577098932 1.526267936 142.566 2.546639397 1.586830258 1.511180748 142.479 2.587636464 1.592150126 1.530591486 142.393 2.599551115 1.601253207 1.540684406 142.308 2.565948975 1.594601339 1.534116518 142.222 2.60074694 1.602596078 1.548727566 142.136 2.661682926 1.590150107 1.536485542 142.05 2.669724566 1.588669639 1.56020829 141.965 2.633271545 1.622195839 1.55619065 141.879 2.631717998 1.587223748 1.574792559 141.795 2.685438224 1.614344419 1.569933885 141.71 2.703546723 1.611006475 1.58493709 141.624 2.612875583 1.587020305 1.5863019 141.54 2.740897613 1.619625004 1.579698308 141.455 2.766200366 1.618315864 1.586491101 141.369 2.731219479 1.588149384 1.608050354 141.285 2.735471458 1.605125097 1.595853817 141.202 2.781456855 1.597891824 1.601227097 141.118 2.75693124 1.605060165 1.599826663 141.034 2.740877653 1.591010842 1.603385206 140.948 2.81708905 1.61098647 1.625358019 140.864 2.800884059 1.599498033 1.640811063 140.778 2.804942584 1.606851458 1.621578516 140.692 2.794163036 1.610516802 1.64006008 140.608 2.808769063 1.608200146 1.639090926 140.523 2.842137668 1.603611194 1.638355659 140.437 2.852993184 1.615735753 1.642372126 140.35 2.865972146 1.611962791 1.637988613 140.265 2.934334453 1.607986968 1.666972459 140.18 2.890495434 1.61878458 1.657663619 140.094 2.958798879 1.614167695 1.662149023 140.009 2.8284789 1.604537475 1.651114347 139.924 2.799960124 1.600006967 1.649082222 139.837 2.829848236 1.59917917 1.655330145 139.751 2.833383446 1.606227979 1.662487383 139.667 2.858378881 1.606916089 1.666471305 139.58 2.886552331 1.607819577 1.661703239 139.493 2.902334367 1.600839261 1.674013714 139.41 2.91373101 1.610395892 1.67344775 139.328 2.951205826 1.600356598 1.673298925 139.244 2.989449818 1.611543755 1.658569261 139.157 2.990703219 1.61802491 1.668734084 139.071 3.016931752 1.623878798 1.680340128 138.985 3.079000699 1.623516826 1.699550984 138.898 3.116987893 1.625954156 1.689838209 138.813 3.127517447 1.619313023 1.725733535 138.731 3.167780236 1.643109494 1.709305486 138.647 3.213980996 1.628892569 1.710845286 138.561 3.245949917 1.634298409 1.72761736 138.475 3.289280576 1.648313593 1.713686766 138.391 3.331086898 1.647183787 1.748569297 138.306 3.34686763 1.640700906 1.725523838 138.223 3.380311841 1.645204258 1.74005676 138.139 3.402878411 1.6467555 1.712952416 138.051 3.456042003 1.644880056 1.725122778 137.965 3.480453233 1.642821296 1.734324626 137.879 3.503138155 1.650988067 1.758248188 137.793 3.554404985 1.646250476 1.743888944 137.708 3.580413644 1.659400596 1.752218813 137.62 3.597015948 1.655227917 1.778929166 137.533 3.682668448 1.65486717 1.780378354 137.449 3.732081962 1.67517563 1.784661465 137.364 3.753912216 1.670770235 1.768017327 137.279 3.781003239 1.687444375 1.783003111 137.193 3.828828361 1.675200301 1.774997216 137.106 3.901896955 1.673327349 1.797531327 137.021 3.918865338 1.678309708 1.789419553 136.938 3.95188536 1.680402477 1.797112851 136.852 4.006099925 1.682815657 1.807962174 136.765 4.051821027 1.695125412 1.826613648 136.678 4.095372973 1.688853482 1.801660541 136.594 4.170164085 1.697250478 1.832846092 136.508 4.097563841 1.703242568 1.836189171 136.421 4.120562384 1.728062595 1.841594468 136.336 4.208061449 1.712338557 1.845714464 136.248 4.24553939 1.708682501 1.849033416 136.162 4.282339284 1.72567138 1.840497851 136.078 4.262787781 1.716439296 1.856219684 135.99 4.152025755 1.736889644 1.859667243 135.905 4.186798386 1.722516829 1.861905281 135.819 4.178057124 1.721210385 1.868822223 135.732 4.167581497 1.775933424 1.86810552 135.647 4.162357853 1.753278147 1.869768329 135.563 4.058208927 1.755671005 1.881805463 135.479 4.008725477 1.735363618 1.877176907 135.394 4.011539554 1.766011344 1.884710741 135.309 4.015433052 1.782554395 1.885136803 135.223 3.970722648 1.758958818 1.89165148 135.138 3.910824033 1.769842882 1.921382345 135.051 3.968171925 1.779564217 1.9033313 134.963 3.862286305 1.816800968 1.92075216 134.878 3.879952395 1.786150635 1.896159192 134.794 3.772027095 1.802401773 1.931103706 134.71 3.801883262 1.826041199 1.907463454 134.625 3.773528637 1.812496975 1.930621695 134.539 3.779969223 1.828669185 1.931422294 134.452 3.763658234 1.81648307 1.942493348 134.366 3.799547992 1.826345748 1.932156482 134.281 3.684649016 1.859029254 1.947719229 134.197 3.58796798 1.87460658 1.9497217 134.114 3.515000678 1.881128596 1.954954685 134.03 3.52088724 1.873067456 1.959347582 133.943 3.427228521 1.847042672 1.965254001 133.856 3.360090713 1.927827991 1.971896192 133.77 3.380395975 1.8948899 1.961512856 133.687 3.34962711 1.90314481 1.977657188 133.604 3.296635485 1.889450267 1.972413788 133.519 3.339990635 1.884285312 1.981530367 133.431 3.307530643 1.882625023 1.991277211 133.333 3.277632254 1.920513864 1.994586415 133.226 3.279455822 1.907331158 1.983862644 133.136 3.186102445 1.942729945 1.964508238 133.062 3.212200517 1.940017793 1.981803863 132.989 3.119133 1.912385607 1.995726179 132.912 3.206500277 1.935657218 1.979487047 132.831 3.191138931 1.914394522 2.004800636 132.749 3.144024547 1.939300548 1.990981448 132.664 3.033804379 1.934035099 1.980177896 132.58 3.044759765 1.982197026 2.013929452 132.495 3.064489751 1.95528776 2.02191016 132.409 3.022187791 1.949830209 2.008818981 132.324 3.043918368 1.971617662 2.005820734 132.241 2.987155818 1.983118051 2.016614207 132.158 2.998809877 1.976539027 2.011640473 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1.409285815 1.384262489 21.143 1.275395592 1.405808769 1.383409217 21.065 1.279168567 1.403352676 1.388608158 20.978 1.273204736 1.377476503 1.381033418 20.895 1.267315768 1.393178807 1.379649532 20.816 1.271161389 1.370506943 1.382642823 20.733 1.26938567 1.375491015 1.369626138 20.648 1.26657069 1.37841353 1.377395485 20.568 1.260538854 1.367816505 1.379907249 20.481 1.259797693 1.365431276 1.370628995 20.402 1.251617834 1.369974641 1.367712408 20.322 1.253738108 1.370471947 1.367986727 20.238 1.252581579 1.360419636 1.371808543 20.158 1.251255414 1.352257804 1.36205482 20.08 1.25130981 1.352880355 1.36277284 19.998 1.241302826 1.352941594 1.363402892 19.913 1.243641755 1.332267312 1.364862094 19.831 1.246452507 1.34918686 1.359161118 19.749 1.240952343 1.327312088 1.354853817 19.666 1.243580201 1.330240159 1.358688819 19.585 1.233546186 1.326979044 1.352233359 19.503 1.237509283 1.323269298 1.356311444 19.421 1.233733704 1.327076768 1.348645661 19.339 1.229596497 1.310756279 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1.192560079 1.212289315 1.296304062 17.339 1.191598526 1.205706895 1.289358091 17.26 1.193250288 1.212089802 1.289653417 17.182 1.18952455 1.187926642 1.281460927 17.105 1.189636822 1.201636502 1.287028212 17.029 1.191621302 1.204792779 1.288414212 16.949 1.189218608 1.198718194 1.276372069 16.873 1.188317126 1.185358825 1.279840455 16.799 1.18907726 1.170115884 1.277608952 16.722 1.187957159 1.178926959 1.274363234 16.643 1.187948327 1.170296455 1.267231235 16.567 1.187778819 1.160875214 1.269629548 16.491 1.187744483 1.165769499 1.263105192 16.414 1.188489619 1.14823837 1.257914389 16.339 1.188331091 1.155987685 1.25677655 16.266 1.188495372 1.151664223 1.258710921 16.189 1.18904438 1.144333422 1.2529821 16.116 1.189788011 1.135889447 1.250853843 16.043 1.190618287 1.126915935 1.251023156 15.965 1.191718422 1.141868259 1.242518071 15.891 1.191501994 1.122184685 1.240614561 15.811 1.192570893 1.119292335 1.236932935 15.724 1.195223056 1.111368876 1.234121052 15.644 1.196696337 1.110883703 1.230022337 15.56 1.196031561 1.109141966 1.228713245 15.477 1.197067457 1.09177146 1.218223607 15.394 1.201842977 1.093805116 1.22305355 15.315 1.199405326 1.090377519 1.217717663 15.235 1.20359926 1.086244007 1.216898724 15.157 1.204540939 1.079759064 1.21516768 15.085 1.205442324 1.07089909 1.207120458 15.014 1.208916023 1.075503433 1.216068594 14.935 1.211292713 1.069233374 1.202074093 14.861 1.213310562 1.069932927 1.200456825 14.79 1.213446212 1.061103775 1.196797072 14.717 1.213408083 1.057683055 1.192947438 14.648 1.218478954 1.048949319 1.19377092 14.577 1.21784201 1.041416515 1.19299767 14.51 1.220967627 1.040710422 1.185283626 14.444 1.223278402 1.044844758 1.189134463 14.376 1.224648972 1.038791039 1.180503676 14.316 1.224069367 1.037977335 1.180476234 14.256 1.227895408 1.034115506 1.176027214 14.205 1.228500101 1.032600373 1.182028429 14.159 1.229080145 1.029067285 1.18167836 14.119 1.232230143 1.038993965 1.178549703 14.092 1.23620562 1.028500448 1.170230752 14.072 1.207344416 1.07819602 1.217272321__MACOSX/TSTM-2025-2021_data/._Fig5b.csvTSTM-2025-2021_data/Fig9a.csv Temp(K) dense_1_mahalanobis_575nm dense_2_mahalanobis_575nm dense_3_mahalanobis_575nm dense_4_mahalanobis_575nm dense_5_mahalanobis_575nm 130 0.734501365 0.951854435 1.290914655 1.438705295 0.987036307 129.5 0.755747514 0.947662168 1.271701739 1.438291367 0.987964568 129 0.772450068 0.952042349 1.257749279 1.463031659 0.983809008 128.5 0.786711956 0.957820474 1.242187125 1.482728457 0.97892433 128 0.787800367 0.968784028 1.229078342 1.509699637 0.974909573 127.5 0.792137733 0.962282537 1.212271483 1.523515088 0.971123832 127 0.810095479 0.967702539 1.203878822 1.541829978 0.965406589 126.5 0.814323973 0.979737791 1.197714192 1.546716072 0.957485973 126 0.824314825 0.992561279 1.193290206 1.556861757 0.953508833 125.5 0.83143577 0.998880785 1.185103534 1.573970621 0.950550256 125 0.83721607 1.000000948 1.176694942 1.586524203 0.947768231 124.5 0.837437125 1.001378814 1.16913295 1.602874127 0.946716616 124 0.839158288 0.99360244 1.159700967 1.622849662 0.950631932 123.5 0.841019891 0.984691167 1.1509868 1.64623471 0.955956101 123 0.835998713 0.980210505 1.14889173 1.6574969 0.958738373 122.5 0.839797826 0.97966124 1.153496101 1.667389692 0.963579201 122 0.848224296 0.974801457 1.159872878 1.677579359 0.965456915 121.5 0.84868517 0.98755568 1.172091091 1.673557482 0.960256701 121 0.852892475 1.00549163 1.183300901 1.685042782 0.964528227 120.5 0.858604 1.007669496 1.188233488 1.695256518 0.975423028 120 0.85733988 1.015115544 1.192449385 1.693999064 0.981886453 119.5 0.841492604 1.01991162 1.198714705 1.690917074 0.985784519 119 0.841707317 1.037137921 1.206754671 1.67683228 0.992591917 118.5 0.843475557 1.050101902 1.215419705 1.656405503 0.999765064 118 0.848765146 1.053174704 1.224023162 1.631445781 1.005732957 117.5 0.855260329 1.070577845 1.230591979 1.594834875 1.004500281 117 0.857292555 1.08693002 1.233502415 1.576198609 1.005975964 116.5 0.868596032 1.084511128 1.236317465 1.548171096 1.008517331 116 0.874838202 1.096674537 1.236707411 1.529366696 1.003136768 115.5 0.877752849 1.099443657 1.235370198 1.523114493 1.003784744 115 0.865161887 1.087069139 1.234654179 1.506756171 1.000119824 114.5 0.852987807 1.082944906 1.23900767 1.502415775 0.998167751 114 0.845873324 1.060212523 1.250724587 1.483012518 1.002995478 113.5 0.822638791 1.053819751 1.267256021 1.461179157 1.005214639 113 0.791899861 1.018888381 1.290983528 1.425212692 1.011456049 112.5 0.776313248 1.001400811 1.320596472 1.396889127 1.012083423 112 0.737458078 0.975559339 1.345890276 1.367788224 1.015481421 111.5 0.696895813 0.965087551 1.35937526 1.348232633 1.014820902 111 0.633739884 0.944409514 1.377264404 1.338622582 1.016318825 110.5 0.505982938 0.900202469 1.451165763 1.336369919 1.017154318 110 0.473965927 0.821054063 1.511842779 1.346914316 1.018538791 109.5 0.447236385 0.792328701 1.485158777 1.372386837 0.997083811 109 0.64226068 0.744690837 1.36660514 1.347980952 0.969316784 108.5 0.689459141 0.806083483 1.312623517 1.300193395 0.975588283 108 0.748973637 0.88200434 1.290190736 1.236348373 0.983531381 107.5 0.82052976 0.952232335 1.262716151 1.183045779 0.993016704 107 0.87764585 0.994973196 1.234880082 1.135873269 0.998318101 106.5 0.928735596 1.028114514 1.219478161 1.087222317 1.000390314 106 0.97370003 1.047163761 1.209923953 1.05266849 1.002043736 105.5 1.008793187 1.053535213 1.198827191 1.027149536 1.003091728 105 1.03224227 1.052950674 1.188767304 1.007135983 1.002523744 104.5 1.053118115 1.057389454 1.179538627 0.988379569 1.00312176 104 1.080115311 1.060306698 1.169553587 0.981586147 1.004332099 103.5 1.098109085 1.060430959 1.156885376 0.97613587 1.005091395 103 1.114566538 1.053600969 1.136575673 0.97117837 1.008278429 102.5 1.128487895 1.043777786 1.118578145 0.97019658 1.010831727 102 1.148965321 1.049568173 1.095612121 0.958894824 1.01818523 101.5 1.166741156 1.04480083 1.078146125 0.95788626 1.020951341 101 1.176483 1.040427946 1.065409237 0.955641908 1.013590066 100.5 1.180574096 1.031777326 1.052282717 0.947959248 0.995396861 100 1.178020446 1.017303117 1.031786623 0.935159418 0.973721453 99.5 1.164975189 1.015871876 1.01555728 0.918180399 0.95666156 99 1.145785996 1.029184446 1.011080416 0.903188899 0.949490636 98.5 1.145103526 1.041261624 1.014357855 0.903932406 0.948764482 98 1.148463473 1.049962999 1.013890639 0.90350389 0.953206452 97.5 1.153765638 1.053156967 1.009939626 0.902283557 0.960072583 97 1.15503742 1.051916526 0.999670611 0.893876524 0.969064613 96.5 1.159458658 1.049940272 0.990620544 0.882503233 0.977590565 96 1.163809162 1.04743687 0.985314569 0.869917011 0.982971042 95.5 1.171699435 1.043110997 0.98512964 0.862958876 0.983295491 95 1.178752589 1.034230233 0.979155481 0.854584916 0.982856886 94.5 1.184386195 1.024548885 0.976316947 0.848177479 0.978888201 94 1.189182162 1.019663288 0.976760787 0.843718082 0.971804135 93.5 1.190371479 1.016833834 0.973422441 0.837536418 0.964666413 93 1.191663455 1.014477392 0.968928261 0.834525054 0.957287435 92.5 1.193162395 1.012448396 0.960435971 0.833618716 0.952849642 92 1.188867583 1.015884749 0.952206746 0.828579054 0.951305424 91.5 1.185671223 1.019875431 0.946258344 0.827174787 0.951812896 91 1.182932881 1.02781251 0.941974462 0.824144094 0.953648401 90.5 1.185743278 1.030356328 0.938939764 0.826371412 0.955570719 90 1.182471661 1.03691876 0.936909368 0.818204631 0.95819907 89.5 1.168461627 1.060783427 0.937605322 0.785560258 0.966007527 89 1.16469431 1.078902489 0.949649265 0.775061054 0.970916582 88.5 1.172904466 1.082356936 0.950555256 0.7784294 0.971758698 88 1.1764959 1.078659747 0.951210822 0.779024145 0.970048876 87.5 1.181313642 1.07217294 0.950160852 0.779507032 0.968458223 87 1.183831665 1.06230005 0.947149206 0.781633118 0.966714585 86.5 1.183289603 1.057130879 0.942116276 0.781897613 0.966549904 86 1.180897507 1.058675316 0.940049755 0.781219948 0.967332517 85.5 1.175250546 1.062510856 0.93822749 0.778262132 0.969950954 85 1.174516216 1.066144021 0.939666692 0.777686131 0.972030265 84.5 1.173015458 1.066546499 0.939312806 0.775858954 0.973743896 84 1.173884546 1.063808092 0.939172182 0.777584987 0.97400335 83.5 1.174588422 1.061497573 0.936900753 0.779705424 0.974262144 83 1.173418326 1.061044242 0.935038317 0.781057204 0.973821837 82.5 1.171019714 1.063515395 0.934444611 0.780912187 0.973190267 82 1.170547542 1.068356252 0.93581836 0.780481636 0.973125591 81.5 1.168431173 1.073448813 0.939530765 0.778749218 0.974136241 81 1.166022562 1.07813579 0.942299214 0.776094532 0.975678616 80.5 1.163721264 1.082928673 0.944153101 0.773370367 0.975973226 80 1.161612103 1.085293919 0.944032542 0.77079399 0.976325197 79.5 1.159712396 1.086373164 0.943485111 0.770309675 0.97586242 79 1.15784483 1.090740723 0.943971656 0.770288377 0.975817276 78.5 1.155075623 1.093821804 0.944463655 0.770181713 0.976546946 78 1.152982674 1.095717248 0.944763819 0.769722505 0.977281825 77.5 1.152167589 1.094812404 0.944426643 0.770172276 0.978036463 77 1.150508307 1.093184712 0.944022867 0.769776443 0.978557517 76.5 1.149468358 1.092234166 0.944488589 0.76945498 0.978995215 76 1.148946209 1.090716698 0.94492165 0.769616621 0.97962155 75.5 1.147471359 1.089548268 0.945535962 0.769185464 0.980009808 75 1.146412904 1.088168415 0.946009628 0.769456279 0.980436833 74.5 1.145709244 1.086531666 0.945798725 0.769915054 0.981045387 74 1.144849485 1.085383257 0.945689421 0.770201106 0.981419535 73.5 1.142604636 1.085284158 0.9454954 0.76944234 0.981673735 73 1.140330956 1.085995339 0.94660723 0.769185291 0.981406067 72.5 1.140518007 1.085553641 0.947099965 0.770640574 0.981525135 72 1.138385882 1.084428479 0.94639005 0.770173704 0.981686908 71.5 1.137230741 1.084103423 0.947475452 0.771041688 0.981317966 71 1.134254419 1.084638191 0.947826373 0.770535209 0.9813886 70.5 1.132720826 1.084101085 0.947980091 0.771216922 0.981885585 70 1.132246749 1.083280914 0.949052788 0.773160394 0.982085138 69.5 1.130009605 1.082702164 0.948869547 0.773768451 0.982704674 69 1.129108289 1.082625608 0.949427301 0.775242976 0.983357275 68.5 1.128432529 1.08282636 0.949704631 0.776482313 0.984223078 68 1.127479807 1.082534442 0.949707034 0.777698858 0.985017817 67.5 1.124380891 1.084590162 0.950902541 0.777281965 0.985167407 67 1.123366114 1.086069482 0.953065834 0.779260286 0.985134334 66.5 1.122080047 1.086958428 0.954099852 0.780553019 0.985116689 66 1.120161595 1.087099377 0.954686004 0.781506477 0.984906054 65.5 1.117375895 1.087411381 0.955098807 0.782112975 0.984821516 65 1.116222422 1.087591311 0.956238038 0.784394555 0.984927557 64.5 1.114107677 1.087988226 0.956727894 0.785801571 0.985399401 64 1.112718972 1.088487692 0.957401468 0.787623727 0.986097588 63.5 1.1131229 1.088448613 0.957891216 0.790619637 0.987067369 63 1.112110439 1.088510148 0.957799855 0.792552504 0.987908304 62.5 1.11149392 1.089774322 0.958690306 0.794655367 0.988417133 62 1.112231453 1.091187918 0.959418316 0.79706796 0.989016263 61.5 1.112899183 1.092166072 0.960440602 0.799643926 0.988949893 61 1.111864039 1.092817547 0.960654189 0.801206479 0.988667084 60.5 1.111137004 1.094059633 0.961721497 0.803070625 0.988114919 60 1.11223167 1.095200878 0.963636442 0.806540872 0.987398331 59.5 1.111982867 1.094669626 0.963666636 0.809215125 0.987015876 59 1.109422745 1.095084452 0.963985047 0.810254641 0.986588226 58.5 1.109964029 1.096675338 0.966295024 0.813579828 0.986383443 58 1.109570057 1.09665983 0.966002046 0.815573148 0.987220495 57.5 1.108003522 1.097325622 0.966742025 0.817082715 0.987668962 57 1.109054747 1.097745913 0.968066879 0.820960895 0.98830725 56.5 1.110303824 1.098584666 0.968764629 0.824120025 0.989009024 56 1.10874521 1.098683008 0.968108999 0.824974244 0.989780034 55.5 1.110496351 1.099659863 0.970212186 0.828605937 0.989795533 55 1.114381197 1.09988135 0.971589809 0.833442119 0.989781008 54.5 1.113533624 1.100420945 0.97128854 0.834399754 0.989551467 54 1.113556242 1.100381423 0.97220122 0.837095327 0.989102144 53.5 1.114862179 1.101957698 0.974569075 0.840867817 0.988386428 53 1.113892986 1.101934539 0.974829781 0.843275627 0.988193451 52.5 1.114926831 1.102467532 0.975746768 0.846367184 0.988155227 52 1.115714817 1.102465476 0.976746285 0.850156319 0.987952619 51.5 1.117775754 1.102460108 0.977147702 0.854300963 0.988003227 51 1.119176407 1.102103116 0.976909917 0.857429748 0.988228827 50.5 1.120447128 1.101701818 0.976875373 0.860192353 0.988529847 50 1.120271744 1.101996604 0.977128006 0.861758304 0.988904338 49.5 1.122194589 1.10327331 0.979295001 0.865330042 0.988768579 49 1.124510368 1.104817519 0.980680957 0.868662718 0.988676184 48.5 1.127742635 1.10423154 0.981095923 0.873112613 0.988405356 48 1.128146216 1.103572998 0.980445422 0.875412266 0.988160727 47.5 1.13207881 1.102671228 0.981386002 0.880737591 0.987696496 47 1.131421253 1.102333856 0.980859047 0.882233241 0.987729033 46.5 1.133892633 1.103792754 0.983197985 0.886126507 0.98738331 46 1.136384488 1.104670532 0.98453009 0.890084965 0.987341475 45.5 1.136605348 1.104690066 0.984595153 0.89256312 0.987451831 45 1.138408089 1.105372871 0.985484002 0.895974191 0.987514756 44.5 1.13899686 1.104367045 0.985535169 0.899601404 0.987485799 44 1.141251276 1.105028866 0.98621028 0.903214938 0.987355696 43.5 1.143681553 1.103929027 0.9864938 0.907804266 0.986967065 43 1.146579718 1.103781802 0.986367353 0.911228324 0.986792556 42.5 1.147554668 1.102915517 0.98607063 0.91376033 0.986674407 42 1.149640648 1.102456764 0.986626264 0.917330077 0.986453426 41.5 1.151608059 1.101299752 0.986988721 0.921638071 0.986030701 41 1.152608031 1.100525683 0.98671691 0.924632726 0.985826911 40.5 1.155109128 1.099940082 0.987187265 0.928748063 0.985479206 40 1.157165975 1.09929851 0.98718114 0.932518043 0.985144302 39.5 1.160634317 1.098680205 0.987312067 0.937038542 0.984741622 39 1.163361079 1.097612757 0.986975042 0.940999879 0.984396903 38.5 1.164410249 1.096835236 0.986591546 0.943372452 0.984342575 38 1.165127566 1.096302643 0.987318084 0.946131551 0.984187385 37.5 1.168004735 1.096647178 0.988852694 0.950223144 0.983841924 37 1.172138687 1.094588936 0.989621157 0.957029206 0.982788143 36.5 1.174730106 1.09244574 0.988436385 0.961102726 0.982207122 36 1.179515879 1.09285102 0.988874425 0.96472771 0.982008478 35.5 1.180998651 1.089979922 0.987953499 0.968309242 0.981944811 35 1.178607528 1.088671291 0.987245856 0.968502797 0.982221655 34.5 1.180343973 1.088730586 0.989451659 0.972182952 0.98194556 34 1.184371217 1.088861762 0.990991248 0.977281671 0.981108924 33.5 1.189640721 1.08525997 0.989254977 0.983122273 0.980153157 33 1.193532039 1.081955757 0.987138024 0.987290292 0.97877832 32.5 1.195822406 1.080655372 0.986135563 0.988733282 0.978008413 32 1.19778313 1.080525343 0.987385463 0.9902422 0.977429801 31.5 1.201189223 1.080420801 0.989828532 0.994114395 0.976505303 31 1.20504552 1.078253048 0.990864476 0.999723586 0.975275982 30.5 1.206231915 1.075596955 0.989911906 1.002244726 0.9746565 30 1.205606716 1.072159748 0.989043208 1.004059003 0.974590714 29.5 1.208652041 1.071605987 0.990365594 1.007210385 0.97511731 29 1.210902972 1.070582682 0.990857399 1.010209683 0.975704442 28.5 1.212418124 1.06958744 0.991143213 1.012874283 0.976048113 28 1.215086468 1.068217544 0.991805662 1.016573398 0.976230658 27.5 1.216529652 1.067119426 0.992308201 1.018243697 0.976408451 27 1.219219207 1.066564431 0.994119903 1.021443205 0.976154478 26.5 1.22206681 1.065023501 0.995367746 1.026111287 0.975499104 26 1.222414679 1.062218613 0.994928711 1.028616323 0.975098177 25.5 1.223576118 1.059881061 0.995745463 1.032059645 0.974957728 25 1.223248638 1.057891713 0.996081276 1.033613757 0.975543174 24.5 1.224794135 1.058105159 0.998244028 1.036923241 0.976103501 24 1.225023263 1.058032888 0.998698193 1.039133838 0.976990149 23.5 1.224355317 1.057220368 0.99825524 1.040937401 0.977930293 23 1.224491503 1.056183504 0.998289027 1.044042037 0.978801401 22.5 1.222849472 1.055894648 0.998441447 1.045134338 0.979604382 22 1.218885667 1.056312775 0.998831566 1.043354491 0.98061 21.5 1.214631892 1.057934092 1.000549504 1.041660681 0.981399429 21 1.212099172 1.059383532 1.001872107 1.042158719 0.981873298 20.5 1.205514381 1.061030065 1.001141998 1.039005497 0.981747618 20 1.197862781 1.062182456 0.999611132 1.034658446 0.982006035 19.5 1.186909392 1.064777318 0.997737311 1.025779748 0.982690778 19 1.173537759 1.068386684 0.995953076 1.014560079 0.983594242 18.5 1.159573785 1.072617809 0.993491999 1.002659086 0.984518211 18 1.144490383 1.077297199 0.988670556 0.988480302 0.985419525 17.5 1.132065975 1.081168149 0.981686772 0.976385051 0.986230052 17 1.120817832 1.082390496 0.970872297 0.965373395 0.986737546 16.5 1.108114622 1.082858458 0.957575619 0.950628912 0.987203031 16 1.099838278 1.08301432 0.946919559 0.939236747 0.987761365 15.5 1.093757282 1.083066624 0.937943797 0.927699154 0.988001542 15 1.087882168 1.08229368 0.930495654 0.915575473 0.987325517 14.5 1.084824312 1.079537503 0.925419782 0.906763495 0.986196677 14 1.08162897 1.075313976 0.921656404 0.898738009 0.984692087__MACOSX/TSTM-2025-2021_data/._Fig9a.csvTSTM-2025-2021_data/Fig5a.csv Temp(K) Mahalanobis_Distance_523nm Mahalanobis_Distance_543nm Mahalanobis_Distance_575nm 146.324 1.587887635 1.327405985 1.329226984 146.24 1.6140652 1.340194142 1.333031331 146.154 1.623967606 1.348513961 1.342701589 146.066 1.607662987 1.349214329 1.344571399 145.981 1.623313368 1.36267395 1.35920656 145.895 1.619157195 1.353437949 1.361638635 145.81 1.632025338 1.367157164 1.370072979 145.726 1.606796924 1.367216576 1.371515668 145.64 1.675519501 1.360772184 1.370100395 145.556 1.659862238 1.380607075 1.364272376 145.471 1.664048053 1.384439655 1.389978768 145.384 1.696197984 1.373636442 1.37927181 145.294 1.699859508 1.391092026 1.395195355 145.202 1.712142106 1.394525739 1.403153014 145.118 1.707907275 1.398777979 1.393170747 145.035 1.727549837 1.40400351 1.394877873 144.952 1.746531624 1.41010105 1.413585662 144.87 1.746261542 1.404296295 1.401593015 144.786 1.763426047 1.414051311 1.420343704 144.699 1.758795601 1.409534943 1.429412062 144.614 1.77032923 1.424091814 1.433465045 144.529 1.784084766 1.4197264 1.437476319 144.443 1.774043374 1.437454793 1.447905559 144.358 1.807988241 1.438188561 1.458661532 144.271 1.805931408 1.441096758 1.442980084 144.186 1.841022825 1.43911386 1.453685424 144.1 1.833284939 1.448264854 1.462267767 144.015 1.863605926 1.455650225 1.459669133 143.93 1.838020185 1.45494138 1.482085618 143.845 1.868803423 1.456731185 1.478833644 143.759 1.89784489 1.468642166 1.49043298 143.673 1.889267359 1.453083684 1.483641945 143.589 1.937187948 1.465047565 1.491837621 143.503 1.938517142 1.473727572 1.501007043 143.416 1.93910543 1.478049651 1.507492045 143.33 1.966350255 1.491668083 1.518171467 143.245 1.986311871 1.494115532 1.507176811 143.161 2.00026884 1.50170044 1.515111401 143.075 2.011598819 1.490528023 1.513353623 142.989 2.016024682 1.491859288 1.512394219 142.905 2.044259044 1.493584326 1.528493579 142.82 2.094901942 1.500864346 1.540875176 142.735 2.065763394 1.501157378 1.536813991 142.651 2.128253851 1.502242286 1.539048217 142.566 2.118982434 1.515583743 1.565913433 142.479 2.150396963 1.506393626 1.542918731 142.393 2.196191947 1.518650026 1.551477437 142.308 2.205343865 1.522322535 1.55685942 142.222 2.234281372 1.531386226 1.577967671 142.136 2.247825578 1.547082326 1.575442068 142.05 2.305301027 1.538508442 1.578368899 141.965 2.321458791 1.539132785 1.585212829 141.879 2.366364738 1.541493706 1.571969038 141.795 2.376739873 1.552166868 1.595257902 141.71 2.447284877 1.568369513 1.609074553 141.624 2.465552295 1.564813648 1.618263485 141.54 2.515298231 1.578611472 1.610458396 141.455 2.518050956 1.582565046 1.598734655 141.369 2.573239062 1.581112796 1.627845062 141.285 2.597117662 1.591981765 1.65167968 141.202 2.62960258 1.599012384 1.627522798 141.118 2.679739232 1.593322708 1.629066086 141.034 2.670587739 1.591509302 1.63712334 140.948 2.716743221 1.606523819 1.645329838 140.864 2.770253537 1.608156729 1.66307931 140.778 2.776751346 1.621639525 1.666734404 140.692 2.790197519 1.627248241 1.675298247 140.608 2.842543288 1.630290296 1.678175059 140.523 2.859164676 1.629185937 1.677268984 140.437 2.895396224 1.639212376 1.683332022 140.35 2.964713705 1.637241554 1.690472645 140.265 2.964522713 1.63785017 1.694523481 140.18 3.046626587 1.653016337 1.712761996 140.094 3.077175246 1.659162205 1.712654804 140.009 3.144086932 1.645031342 1.715538674 139.924 3.261293795 1.658282105 1.716973928 139.837 3.244141225 1.668140073 1.731906172 139.751 3.311771993 1.668436676 1.736953699 139.667 3.324567679 1.664916698 1.731844461 139.58 3.324974564 1.669565259 1.765711291 139.493 3.365903528 1.661026472 1.758440081 139.41 3.561538203 1.673409818 1.756722392 139.328 3.510884809 1.678447945 1.759502322 139.244 3.471914028 1.684071694 1.759759311 139.157 3.50633702 1.699424747 1.764258557 139.071 3.611066314 1.695551285 1.769826475 138.985 3.661729774 1.689485826 1.783869263 138.898 3.778077743 1.716408666 1.770336223 138.813 3.835709712 1.704074743 1.807727356 138.731 4.055113052 1.718367298 1.789526475 138.647 3.956366303 1.719176389 1.805941373 138.561 3.941357138 1.718056244 1.814425729 138.475 4.034273769 1.728647468 1.825832992 138.391 4.29561135 1.723882065 1.810111632 138.306 4.35967857 1.734109847 1.848570143 138.223 4.395241308 1.740217051 1.862426704 138.139 4.541368073 1.747714686 1.848590189 138.051 4.925337589 1.754050519 1.874649199 137.965 4.772592447 1.753403414 1.863694615 137.879 5.049571604 1.757837293 1.857481242 137.793 5.404557409 1.76802618 1.899207845 137.708 5.58626838 1.763651664 1.87471332 137.62 5.21773888 1.774629258 1.893258093 137.533 6.13477133 1.790554304 1.898427187 137.449 6.228878414 1.772805199 1.919191157 137.364 6.598302682 1.783972774 1.92229363 137.279 7.290340562 1.799307897 1.91608993 137.193 6.16574952 1.800649458 1.932789061 137.106 7.394024381 1.805879444 1.946456485 137.021 7.995633418 1.814562748 1.960257809 136.938 7.826243485 1.811078349 1.966505917 136.852 7.468509038 1.811127891 1.942422346 136.765 8.089839296 1.83047123 1.984242044 136.678 7.837416557 1.829982161 1.996471066 136.594 7.54251207 1.841825412 1.995501363 136.508 6.857396902 1.845297334 1.990605866 136.421 6.1447927 1.856952 2.016103569 136.336 6.422120249 1.84621358 2.002501289 136.248 5.930640389 1.86796253 2.023219788 136.162 5.682929586 1.870415484 2.044430553 136.078 5.465455787 1.872804095 2.049827363 135.99 5.209053894 1.890969763 2.083260198 135.905 5.055651792 1.896088816 2.063540471 135.819 5.002356032 1.899665188 2.078396398 135.732 4.839220195 1.903587713 2.094685158 135.647 4.783481792 1.923092419 2.119465387 135.563 4.587382885 1.919315995 2.103913353 135.479 4.553933077 1.932432366 2.132441383 135.394 4.51195906 1.934182419 2.138496599 135.309 4.497466578 1.943307603 2.129716649 135.223 4.403265107 1.942690394 2.170425996 135.138 4.334445288 1.950673133 2.180402324 135.051 4.418459486 1.964968552 2.162973922 134.963 4.308184744 1.98715048 2.197512547 134.878 4.244136598 1.972320804 2.193311734 134.794 4.172933835 1.988086028 2.21065646 134.71 4.165273508 2.000075221 2.193666603 134.625 4.166457258 2.007335158 2.235173861 134.539 4.119053259 2.002718159 2.215749801 134.452 4.102441057 2.001819695 2.211392563 134.366 4.07310095 2.014275226 2.241719658 134.281 3.989757525 2.012896348 2.22160141 134.197 3.913500693 2.021855511 2.238345615 134.114 3.833324297 2.032954866 2.247769327 134.03 3.763312683 2.039833767 2.248600804 133.943 3.672642834 2.03331445 2.258838373 133.856 3.621081545 2.022357211 2.264541209 133.77 3.582772805 2.040174631 2.263927303 133.687 3.504457029 2.04421425 2.285645151 133.604 3.465878073 2.05139076 2.262158714 133.519 3.453573342 2.042513604 2.256547195 133.431 3.445674891 2.056149139 2.269728283 133.333 3.390296945 2.05925414 2.287910936 133.226 3.371260893 2.051762265 2.260287672 133.136 3.330085426 2.058099082 2.279861467 133.062 3.299742669 2.056099591 2.281785271 132.989 3.288649624 2.061416486 2.27850287 132.912 3.297733751 2.041002872 2.257984662 132.831 3.251052231 2.049649261 2.26907994 132.749 3.225379969 2.053251367 2.267445838 132.664 3.165124591 2.045784091 2.234983729 132.58 3.133102872 2.026227013 2.241843519 132.495 3.163360411 2.041528286 2.231519113 132.409 3.106189659 2.038279855 2.223537956 132.324 3.089500026 2.031775201 2.20720595 132.241 3.080768575 2.040458479 2.223496262 132.158 3.0628567 2.019441016 2.21466514 132.072 2.985681545 2.048153404 2.226939738 131.985 2.972460513 2.043837599 2.256373121 131.9 2.946509194 2.04357444 2.216232028 131.815 2.903441939 2.043407343 2.224670804 131.729 2.874879301 2.04402368 2.239548053 131.643 2.855700387 2.054767307 2.232280389 131.557 2.800372263 2.057897159 2.240192482 131.47 2.774144075 2.039317357 2.236923486 131.386 2.741580632 2.061358711 2.246466699 131.302 2.723460071 2.068243006 2.254423745 131.216 2.690282212 2.068917902 2.247892165 131.131 2.643889939 2.07576515 2.246164617 131.044 2.611170591 2.05704302 2.235697272 130.958 2.600141603 2.070257556 2.280359783 130.872 2.560698005 2.066465268 2.270396688 130.788 2.522865154 2.060299637 2.267194225 130.7 2.519028661 2.078917925 2.271553583 130.613 2.479771531 2.082761022 2.265247012 130.527 2.439486744 2.082119351 2.270341571 130.443 2.425791251 2.082842961 2.290303085 130.358 2.399348256 2.092960507 2.283816553 130.273 2.368278044 2.09514313 2.304400254 130.189 2.35074465 2.079680997 2.282624359 130.102 2.329435834 2.096245142 2.277808578 130.015 2.313646302 2.089514906 2.272989066 129.931 2.281409183 2.096948798 2.27335293 129.846 2.288553687 2.088732798 2.272698807 129.76 2.254907675 2.09198727 2.258756982 129.675 2.239047923 2.107229273 2.285484427 129.59 2.222472778 2.113919021 2.291377441 129.507 2.217509842 2.110740831 2.297315139 129.421 2.171014676 2.119405465 2.262761297 129.335 2.156626807 2.113774505 2.289965314 129.249 2.131588689 2.120755877 2.297485103 129.163 2.107689514 2.122985526 2.304536335 129.077 2.098275292 2.127106569 2.318567255 128.992 2.079585922 2.140703617 2.27779165 128.906 2.059620524 2.124915898 2.292836061 128.823 2.053868793 2.13839017 2.304073165 128.738 2.024331629 2.138376629 2.307523254 128.651 2.017064219 2.154302876 2.343515082 128.567 1.997929199 2.154764662 2.329261266 128.482 1.987459166 2.144623246 2.320226277 128.398 1.967764594 2.157960772 2.338065457 128.313 1.944718194 2.162611655 2.346869051 128.227 1.939672079 2.164560184 2.343817005 128.141 1.951472517 2.174471699 2.329197278 128.057 1.932620385 2.16146344 2.340821105 127.971 1.921965354 2.171259805 2.345990615 127.884 1.922812504 2.178339608 2.328002425 127.8 1.907415051 2.155871232 2.354845216 127.714 1.898996141 2.17527391 2.35657099 127.626 1.899972089 2.173245769 2.327381187 127.541 1.873346249 2.198588708 2.330406436 127.456 1.852015747 2.179269228 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2.221715051 2.354701626 125.41 1.778035375 2.209380109 2.363604546 125.324 1.757605587 2.226563946 2.356657006 125.239 1.776040681 2.225811593 2.353606695 125.155 1.764433826 2.229793206 2.386733719 125.069 1.770041102 2.233233431 2.373663699 124.982 1.747948261 2.226672479 2.362225618 124.896 1.742075441 2.223933412 2.357214879 124.807 1.744600243 2.234627589 2.367048952 124.722 1.755017379 2.249440618 2.366730994 124.639 1.752401762 2.23750666 2.361376492 124.553 1.726411025 2.241676724 2.368915599 124.466 1.743662305 2.227500195 2.373652145 124.379 1.73671919 2.234782193 2.376130325 124.296 1.744114082 2.256059518 2.37357402 124.211 1.736268364 2.249585598 2.370749013 124.126 1.732339106 2.239351727 2.385520075 124.041 1.741514653 2.249319342 2.376042385 123.957 1.72598954 2.246608426 2.373423432 123.873 1.719452527 2.265175091 2.357392766 123.773 1.735387215 2.268299347 2.372694143 123.675 1.728409102 2.249781084 2.383071927 123.592 1.720983283 2.244285608 2.384577522 123.515 1.740605583 2.255318432 2.380773216 123.437 1.715012734 2.265033671 2.369373537 123.356 1.724579239 2.269670268 2.368887175 123.275 1.719978338 2.255975806 2.371323746 123.192 1.712551108 2.262383261 2.384836998 123.108 1.74873146 2.251500899 2.374382608 123.024 1.721335878 2.253845379 2.36659022 122.94 1.738760517 2.267489131 2.34857361 122.854 1.738208438 2.259821663 2.381481371 122.768 1.736891375 2.278306746 2.376747321 122.682 1.761210118 2.272659965 2.356031877 122.596 1.75630676 2.256379465 2.358171994 122.513 1.757105804 2.26914799 2.386296314 122.426 1.763016685 2.26393332 2.343308837 122.338 1.741267005 2.261311961 2.348644229 122.252 1.75658931 2.277284435 2.367695767 122.167 1.77128433 2.251683532 2.34807261 122.082 1.762911271 2.265768431 2.34597114 122 1.746238372 2.266874377 2.381541276 121.916 1.755362875 2.272246294 2.376252153 121.831 1.747907932 2.262992859 2.361386836 121.744 1.760662193 2.268374827 2.377866052 121.659 1.754812046 2.27124903 2.350458663 121.575 1.749955137 2.264168952 2.384806089 121.488 1.748238688 2.279609029 2.370461383 121.4 1.727715433 2.294883263 2.376341463 121.316 1.744945658 2.288720774 2.399145895 121.232 1.744083225 2.28750036 2.37272686 121.148 1.747886127 2.287407877 2.379259243 121.065 1.751659881 2.288657973 2.377102233 120.979 1.736431801 2.306273875 2.399638736 120.895 1.744655154 2.296441466 2.386777904 120.81 1.725725085 2.313570493 2.397691858 120.722 1.737418176 2.29130021 2.382688549 120.636 1.719598279 2.321714262 2.390888023 120.552 1.731158194 2.307070406 2.39970871 120.465 1.724469351 2.312135532 2.395571594 120.38 1.74083089 2.311932423 2.399544126 120.295 1.74154344 2.313458072 2.400736639 120.207 1.715391404 2.31409205 2.404850948 120.117 1.707123297 2.331028005 2.419602995 120.032 1.782728798 2.305162959 2.412359461 119.951 1.792662027 2.321527217 2.414112621 119.867 1.821588709 2.329672292 2.418522919 119.782 1.784282989 2.323492101 2.419985751 119.698 1.753534671 2.318003274 2.431234447 119.614 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0.021603964 -0.019149596 0.003203424 -0.017244577 -0.13326873 -0.0847321 -0.005985632 0.015149165 -0.04866354 -0.018465482 -0.01525999 0.007292036 -0.011755015 -0.00164433 0.017987883 -0.005611715 4.05E-05 0.007859629 -0.027329601 -0.007946379 -0.08134887 0.002149973 0.036608506 0.011220994 0.020563273 0.003857757 0.01814724 0.00500383 0.029548436 -0.028729253 -0.029994793 -0.040439237 -0.051146094 0.003121347 -0.0085423 0.022400852 0.007287392 0.01093275 -0.004950638 0.016557414 0.024185639 0.001762085 0.004788177 -0.002933716 0.012403184 0.009680094 0.009072809 0.018135974 0.001098724 -0.07566964 -0.015874788 0.013189009 0.027504202 -0.000122049 0.003015717 0.010371449 0.017835198 0.011267616 -0.017459719 0.003397654__MACOSX/TSTM-2025-2021_data/._Fig21g.csvTSTM-2025-2021_data/Fig9b.csv Temp(K) dense_1_mahalanobis_575nm dense_2_mahalanobis_575nm dense_3_mahalanobis_575nm dense_4_mahalanobis_575nm dense_5_mahalanobis_575nm 130 0.367259328 0.766308426 1.311390256 1.209787137 0.868364391 129.5 0.424005182 0.75801136 1.284766517 1.237305555 0.870088823 129 0.457553322 0.768067566 1.26253051 1.254100836 0.870764574 128.5 0.506382839 0.795378974 1.235381669 1.278844702 0.87029716 128 0.551947117 0.809786509 1.206900814 1.316621053 0.872110025 127.5 0.578042104 0.831517494 1.178559255 1.345322614 0.871930069 127 0.595100109 0.840331145 1.152486403 1.369438538 0.870600691 126.5 0.617344103 0.855188177 1.130076857 1.388249209 0.866083134 126 0.651223539 0.860647714 1.109416155 1.412425291 0.86293769 125.5 0.654575514 0.849494816 1.089736977 1.431917748 0.856034244 125 0.668436983 0.856812069 1.076655755 1.456938699 0.85539662 124.5 0.673516183 0.85049607 1.062515634 1.483992817 0.858911861 124 0.680498959 0.837748826 1.047922269 1.5144873 0.866175236 123.5 0.670145143 0.829626902 1.034675109 1.517567836 0.86586828 123 0.675669042 0.831346006 1.029729041 1.524621612 0.867808832 122.5 0.668841812 0.84334325 1.027156506 1.532566718 0.860320086 122 0.662923303 0.858585121 1.033972668 1.540921634 0.851847285 121.5 0.667667192 0.884402571 1.055723078 1.560588424 0.837860532 121 0.685869137 0.887188762 1.091830623 1.570038888 0.817616168 120.5 0.706890119 0.878170123 1.134913666 1.576515735 0.815333182 120 0.706838871 0.893818051 1.127142013 1.576799992 0.8908839 119.5 0.728541425 0.868590434 1.122515498 1.590545567 0.91641699 119 0.728309532 0.871238847 1.119833522 1.592840232 0.897042116 118.5 0.732384334 0.908858691 1.119012248 1.573315485 0.893076898 118 0.742826509 0.906478716 1.127924878 1.537978503 0.896428345 117.5 0.737572718 0.937784877 1.136465785 1.504753867 0.891551705 117 0.734590834 0.943506081 1.147811624 1.473373894 0.895800946 116.5 0.73551834 0.950877242 1.15771647 1.45155242 0.897799578 116 0.734761989 0.947828362 1.165718577 1.433344958 0.901350796 115.5 0.719664219 0.931386121 1.172537863 1.409678649 0.903089706 115 0.700695854 0.917618539 1.182361618 1.393764821 0.904039395 114.5 0.660681067 0.899466081 1.196917218 1.374274897 0.905519328 114 0.618163832 0.886377981 1.217295037 1.348951611 0.907739719 113.5 0.550605829 0.853080738 1.241997123 1.323821466 0.91124805 113 0.476902148 0.819242191 1.275792763 1.288800473 0.909609666 112.5 0.384274458 0.795848491 1.313443131 1.221043641 0.906726344 112 0.301410259 0.780595238 1.339047581 1.199918317 0.895940626 111.5 0.214930073 0.769887045 1.348585513 1.11980675 0.895223023 111 0.171794408 0.748790898 1.347083375 1.084136389 0.886368814 110.5 0.133790135 0.731858555 1.345800655 1.041782859 0.885538311 110 0.141535059 0.733594776 1.335077777 1.005805656 0.891382672 109.5 0.168456151 0.759009951 1.327340625 0.989171782 0.895513474 109 0.219809671 0.766653989 1.327533422 0.951267993 0.87745945 108.5 0.265564964 0.795648604 1.319147933 0.933825356 0.861768491 108 0.305342277 0.822116125 1.310857167 0.916014673 0.863018625 107.5 0.379089305 0.8689115 1.278701543 0.907662032 0.872375982 107 0.457672606 0.895543939 1.241373282 0.907137263 0.884747287 106.5 0.503044325 0.897226325 1.223277354 0.907087883 0.889614594 106 0.554052013 0.896424088 1.209479758 0.907343037 0.888744146 105.5 0.584423862 0.89472618 1.199558831 0.90377642 0.884842831 105 0.636453243 0.898486281 1.182574145 0.923090659 0.879551972 104.5 0.674620405 0.899275394 1.161727453 0.943306028 0.877153462 104 0.685763979 0.888057498 1.144341094 0.948706397 0.880591141 103.5 0.720745489 0.896835713 1.127884924 0.970573896 0.88392857 103 0.759305554 0.914992448 1.119734354 1.016488193 0.887807336 102.5 0.77114398 0.925085749 1.11109224 1.030243537 0.895465846 102 0.776661159 0.872929922 1.101547803 1.024665427 0.926784797 101.5 0.770676287 0.780450759 1.128972013 1.066520627 0.955293071 101 0.793362119 0.731320335 1.17328788 1.039218837 0.968362565 100.5 0.786336313 0.682067739 1.261073372 1.004580324 0.952537245 100 0.780613809 0.697389051 1.303186571 0.971332769 0.923333399 99.5 0.769750982 0.6374861 1.376735951 1.060407872 0.895438124 99 0.74702505 0.657173244 1.373317742 1.062335161 0.86927787 98.5 0.723049139 0.667557783 1.332658588 1.07021867 0.862815775 98 0.745755427 0.69611348 1.301450501 1.094554808 0.859671421 97.5 0.750054961 0.713901202 1.266744294 1.102240132 0.867948926 97 0.744378113 0.712180129 1.242492683 1.096020426 0.876925354 96.5 0.777956889 0.72242459 1.232514067 1.109914034 0.875724359 96 0.793662591 0.723570742 1.212048095 1.111750389 0.87807503 95.5 0.80423237 0.712922653 1.188021914 1.105029691 0.881738845 95 0.840486617 0.711956244 1.166032677 1.110339861 0.881077218 94.5 0.855001714 0.703987393 1.142137395 1.110179634 0.885881147 94 0.867828952 0.699041111 1.125013737 1.104196866 0.890478045 93.5 0.875735659 0.695780617 1.105143952 1.088672453 0.897013132 93 0.907276825 0.704960264 1.09423124 1.095649132 0.89904011 92.5 0.945214907 0.712210444 1.073972663 1.103598617 0.905810514 92 0.973939269 0.711308358 1.046292859 1.098690185 0.914402267 91.5 1.003032284 0.704770989 1.020511886 1.100446459 0.922839956 91 1.023137998 0.696099375 0.997974618 1.097347545 0.93141109 90.5 1.042889807 0.678790864 0.980184094 1.099754023 0.94384501 90 1.079820881 0.664120316 0.988890424 1.090117911 0.94862455 89.5 1.009319963 0.809336153 1.04164554 0.86406986 0.822422721 89 1.003619412 0.818677262 0.99818357 0.898770527 0.865397134 88.5 1.04397359 0.835804635 0.991784046 0.920343727 0.87648461 88 1.027233614 0.821638621 0.966991295 0.930383713 0.887339379 87.5 1.043423304 0.812719711 0.955893773 0.940981757 0.894841592 87 1.045457372 0.801205196 0.947073225 0.939695538 0.90216925 86.5 1.047711223 0.794019855 0.943118019 0.935203218 0.909770744 86 1.05573377 0.792107971 0.944923189 0.934024293 0.915996923 85.5 1.063115278 0.790847601 0.945248013 0.932809557 0.922016403 85 1.072660445 0.786262103 0.945012127 0.937136615 0.927148231 84.5 1.096591602 0.782204016 0.944748878 0.949309782 0.93155587 84 1.077186482 0.763260492 0.931814164 0.934832804 0.938033425 83.5 1.077659542 0.764723212 0.937826528 0.929624883 0.940739306 83 1.086715461 0.770257974 0.94989662 0.93493093 0.94175276 82.5 1.095161086 0.766884637 0.95519831 0.936605405 0.944061305 82 1.097718367 0.759653093 0.957189299 0.924315389 0.940944636 81.5 1.094509442 0.760533312 0.965347586 0.898670586 0.928531138 81 1.080197457 0.776777449 0.971823692 0.856098669 0.915587361 80.5 1.068820681 0.782030059 0.992389036 0.835231151 0.899796373 80 1.055961368 0.791922892 1.001803486 0.813474988 0.889915822 79.5 1.008450317 0.805300056 0.993318496 0.768644281 0.888507649 79 0.995444324 0.812271765 1.005030605 0.76302701 0.879381213 78.5 0.998680558 0.822136784 1.014175601 0.769792364 0.871136054 78 0.996107476 0.82004367 1.005050196 0.768236831 0.870577936 77.5 0.995668123 0.819186466 0.990958403 0.759551735 0.871186931 77 0.982212987 0.820710262 0.980976803 0.74686128 0.872106088 76.5 0.980069253 0.834266149 0.978735093 0.739020109 0.87417497 76 0.980826248 0.845213118 0.98157049 0.735118105 0.875225028 75.5 0.97109333 0.838249278 0.982099939 0.733568132 0.87728504 75 0.974401723 0.834976447 0.987156511 0.735159154 0.877245887 74.5 0.973429024 0.830129477 0.986513734 0.731920688 0.879282139 74 0.962456819 0.820758069 0.985595128 0.727207608 0.881666469 73.5 0.957732661 0.823734419 0.987874743 0.720225476 0.883881253 73 0.963797979 0.830650753 0.994140114 0.718958558 0.883594278 72.5 0.949019203 0.826972112 0.992590764 0.708271705 0.884086159 72 0.955488728 0.831997827 0.996929609 0.704782625 0.880929027 71.5 0.944189972 0.835771738 0.993054335 0.688822079 0.878449115 71 0.939886627 0.842567083 0.993714953 0.679905992 0.873265269 70.5 0.929842283 0.850118791 0.990314305 0.669140261 0.869728631 70 0.922451049 0.863446674 0.985259838 0.65734631 0.867324938 69.5 0.92385198 0.867398541 0.98263598 0.659931629 0.86342799 69 0.91641962 0.868175103 0.973006782 0.657514073 0.862352251 68.5 0.913735337 0.867894391 0.964105745 0.657035516 0.863199302 68 0.913007648 0.869623497 0.959014929 0.657043031 0.864648778 67.5 0.904005275 0.874525797 0.955992082 0.65152145 0.866845872 67 0.901671192 0.877386012 0.955943646 0.651864276 0.869949091 66.5 0.902784677 0.892694356 0.959759407 0.646315386 0.870798023 66 0.906851192 0.896226842 0.956003428 0.646722835 0.873804925 65.5 0.905088628 0.897614704 0.951815493 0.64376708 0.874650358 65 0.901535644 0.895786137 0.947346489 0.641838342 0.876269927 64.5 0.89150489 0.900684483 0.947699835 0.633430567 0.876573442 64 0.892509278 0.913914597 0.947867083 0.625111505 0.878858958 63.5 0.890062641 0.915415313 0.947482885 0.624663393 0.878799234 63 0.886418669 0.921021478 0.944968039 0.621963297 0.878358617 62.5 0.883569123 0.926050939 0.941335918 0.62003267 0.878450113 62 0.882405517 0.92563422 0.933472193 0.620160714 0.880429304 61.5 0.876792004 0.929709365 0.929767977 0.617832642 0.880658892 61 0.880322434 0.931454109 0.924056101 0.621263175 0.883865157 60.5 0.872122013 0.93611021 0.921822786 0.618606963 0.884412104 60 0.877059729 0.94743913 0.920083237 0.618116599 0.887436275 59.5 0.868619557 0.946192383 0.916048294 0.618601037 0.888358376 59 0.870144324 0.952233097 0.911827381 0.617444988 0.8917988 58.5 0.868228897 0.953168976 0.908928413 0.618383379 0.893868617 58 0.865485304 0.957025228 0.907506442 0.61790697 0.895965322 57.5 0.866266237 0.959247165 0.905048093 0.618744282 0.898856923 57 0.868148429 0.960427293 0.902915845 0.620505257 0.900818687 56.5 0.8655209 0.963163972 0.900823896 0.619862588 0.901863569 56 0.862852816 0.971604499 0.900730675 0.617542288 0.902633822 55.5 0.863690633 0.968914214 0.895805991 0.621746111 0.904317079 55 0.866966606 0.970892171 0.891949932 0.625093256 0.905188475 54.5 0.863625011 0.970713212 0.88809267 0.628373674 0.905192887 54 0.866056179 0.976618614 0.883878006 0.629590181 0.907099495 53.5 0.861752909 0.976923192 0.881789856 0.632700431 0.906443133 53 0.861142552 0.982903051 0.87872057 0.632572816 0.907644097 52.5 0.862029695 0.988202862 0.879017451 0.635792432 0.907523191 52 0.863809627 0.989093654 0.876503324 0.641593847 0.907774744 51.5 0.863243325 0.990305954 0.872136054 0.644746263 0.908076204 51 0.862651539 0.99354895 0.869364443 0.647070814 0.908587098 50.5 0.864212321 0.997932559 0.867266739 0.649614912 0.909745944 50 0.870049429 0.998558106 0.8664451 0.657898678 0.910203285 49.5 0.87575423 1.008554337 0.870306891 0.664747248 0.909292198 49 0.873907731 1.010955384 0.86679106 0.667630307 0.909035737 48.5 0.871986916 1.005740238 0.85720216 0.668214365 0.910061095 48 0.873585033 1.007260539 0.858227374 0.675089622 0.91006445 47.5 0.870321319 1.0114021 0.856379061 0.679510716 0.912121358 47 0.876090551 1.014357995 0.856098261 0.691096434 0.914308415 46.5 0.877297225 1.017325752 0.85140665 0.697020612 0.916006884 46 0.878081937 1.021397226 0.848403554 0.702181203 0.916327143 45.5 0.879771676 1.023979754 0.845915964 0.707882226 0.915687791 45 0.8822472 1.027031629 0.846379062 0.715316894 0.912985816 44.5 0.881949836 1.029601705 0.845746269 0.720231015 0.909560605 44 0.883901171 1.029961019 0.846001026 0.727415197 0.90566713 43.5 0.884602324 1.028813644 0.843898256 0.732408498 0.902648636 43 0.885847954 1.028517128 0.843778671 0.739125567 0.899934762 42.5 0.884691476 1.029473661 0.841470094 0.742199727 0.899292967 42 0.883514043 1.030839617 0.83956523 0.744257325 0.899980846 41.5 0.888620853 1.034285587 0.841621282 0.750899401 0.901041798 41 0.885211135 1.038890504 0.839425806 0.749001536 0.903030343 40.5 0.885066785 1.045958235 0.841582895 0.748412262 0.904987249 40 0.887586483 1.050497755 0.845799492 0.752287471 0.906032196 39.5 0.901266984 1.052843947 0.852443629 0.766688706 0.905208871 39 0.910475605 1.052727432 0.852645078 0.776292398 0.904050693 38.5 0.909866074 1.05040973 0.850159742 0.779461732 0.903410778 38 0.908415656 1.048879016 0.852131054 0.785386962 0.903703571 37.5 0.915393838 1.04906432 0.858616059 0.801822306 0.903366196 37 0.91152129 1.046565329 0.855568478 0.810455468 0.903713318 36.5 0.910153272 1.048368921 0.855549392 0.818915499 0.904107411 36 0.914921669 1.052327047 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temp(K) Experiments (Mh) Predicts (Mh) 130 2.114137769 2.114269011 129.5 2.135912538 2.123138853 129 2.154180893 2.146098727 128.5 2.167939917 2.167728178 128 2.197746255 2.181611845 127.5 2.220631025 2.213125531 127 2.238417079 2.234173929 126.5 2.242344448 2.252338796 126 2.255913117 2.254682154 125.5 2.271554028 2.266062043 125 2.289760733 2.283648091 124.5 2.29972315 2.300419928 124 2.308651283 2.307654477 123.5 2.297040566 2.309832777 123 2.297761264 2.292711846 122.5 2.294929499 2.292308046 122 2.306682916 2.292991637 121.5 2.31210762 2.31456269 121 2.319436072 2.322347976 120.5 2.323107569 2.323529918 120 2.287223034 2.305928927 119.5 2.265751675 2.270896555 119 2.267341181 2.263007356 118.5 2.242645554 2.267292849 118 2.249152692 2.23299027 117.5 2.247282522 2.249749397 117 2.245668021 2.242800564 116.5 2.243056892 2.241373097 116 2.233636066 2.233401369 115.5 2.222439283 2.217140164 115 2.215154195 2.200522478 114.5 2.203469983 2.187964083 114 2.182995707 2.172359502 113.5 2.146299046 2.144136926 113 2.100057518 2.097967529 112.5 2.062532966 2.04573891 112 2.021185404 2.017254492 111.5 1.969774035 1.971742663 111 1.939598943 1.922872483 110.5 1.901315811 1.88972299 110 1.845494886 1.840550089 109.5 1.799938526 1.779253593 109 1.772664059 1.742220689 108.5 1.74044501 1.729537169 108 1.70390515 1.697059501 107.5 1.664061361 1.662871569 107 1.640114043 1.626503277 106.5 1.608613398 1.605304248 106 1.585161992 1.574669698 105.5 1.554093486 1.553920069 105 1.525887446 1.526750274 104.5 1.497857537 1.500390139 104 1.470995943 1.47173551 103.5 1.44474033 1.445396715 103 1.44443463 1.419836234 102.5 1.417458656 1.418916092 102 1.384521013 1.395124702 101.5 1.361943097 1.368117045 101 1.343899541 1.337654809 100.5 1.329807313 1.324965793 100 1.265756161 1.318613255 99.5 1.238811748 1.235298345 99 1.221351972 1.220576056 98.5 1.209536121 1.20107471 98 1.195333913 1.18786656 97.5 1.176515745 1.172446532 97 1.163658185 1.156476303 96.5 1.154499925 1.148110566 96 1.141804442 1.139936058 95.5 1.128919339 1.12773936 95 1.113359983 1.116836975 94.5 1.103832899 1.102247002 94 1.094555448 1.092825607 93.5 1.083669679 1.08589483 93 1.070569034 1.078648022 92.5 1.063004685 1.066792754 92 1.050924118 1.059522511 91.5 1.042938988 1.04736186 91 1.02888059 1.037672429 90.5 1.021218427 1.022762968 90 0.992419608 1.007813445 89.5 0.970828609 0.965545986 89 0.96092839 0.959282075 88.5 0.955311487 0.95446506 88 0.947513619 0.948071473 87.5 0.941143933 0.938545929 87 0.93382015 0.933989362 86.5 0.927540113 0.927696982 86 0.922189495 0.922628924 85.5 0.916821049 0.918121629 85 0.908841672 0.912567072 84.5 0.90574559 0.904150495 84 0.90351694 0.901190746 83.5 0.900480255 0.899657262 83 0.896537944 0.898284886 82.5 0.893279085 0.894392458 82 0.890990729 0.892482935 81.5 0.886375874 0.891349729 81 0.885109429 0.887100155 80.5 0.882956519 0.885555979 80 0.887320531 0.884023505 79.5 0.887333985 0.892542577 79 0.886856356 0.892060371 78.5 0.885448723 0.891892973 78 0.882918921 0.889148886 77.5 0.883461933 0.885974013 77 0.882310793 0.886872943 76.5 0.884807878 0.885748948 76 0.885145659 0.88851079 75.5 0.887037216 0.888510725 75 0.888190935 0.88962302 74.5 0.890725427 0.890782139 74 0.892757629 0.892873874 73.5 0.896141909 0.895088973 73 0.900651211 0.898340857 72.5 0.903382421 0.903280978 72 0.907225367 0.905419194 71.5 0.912184731 0.910131373 71 0.916108985 0.915014321 70.5 0.920288778 0.919460921 70 0.923693129 0.924208675 69.5 0.927827501 0.927578341 69 0.929861824 0.931903639 68.5 0.932849237 0.933371275 68 0.940128835 0.93642491 67.5 0.942821307 0.94470683 67 0.953561524 0.946960037 66.5 0.956587345 0.959392514 66 0.964362824 0.961631552 65.5 0.969723077 0.969647099 65 0.980550057 0.974356873 64.5 0.986284381 0.986334754 64 0.990971037 0.991352594 63.5 0.998339001 0.99608577 63 1.006642414 1.003879537 62.5 1.009005195 1.012663973 62 1.017757201 1.01352488 61.5 1.018290949 1.023439173 61 1.029003974 1.02222054 60.5 1.035948989 1.035094624 60 1.04614895 1.041894801 59.5 1.052472318 1.053736372 59 1.059532592 1.058720462 58.5 1.06895796 1.066147658 58 1.074655698 1.075990199 57.5 1.08024614 1.080821899 57 1.088900148 1.086042262 56.5 1.101045166 1.095414792 56 1.104217077 1.10878757 55.5 1.108939996 1.110179827 55 1.116867889 1.114174429 54.5 1.121793058 1.123067952 54 1.130726337 1.126670628 53.5 1.136899851 1.137247255 53 1.145074123 1.142145339 52.5 1.151356584 1.151270733 52 1.157913377 1.157232589 51.5 1.164872366 1.16341365 51 1.169894142 1.170231003 50.5 1.174492353 1.174623908 50 1.191677449 1.179393303 49.5 1.20741877 1.199636787 49 1.210579716 1.21613639 48.5 1.219536936 1.216166383 48 1.227103477 1.225869351 47.5 1.231887198 1.232730287 47 1.23630036 1.237478213 46.5 1.24166735 1.241075499 46 1.244403903 1.24627523 45.5 1.250189473 1.248420853 45 1.256625952 1.25454547 44.5 1.262580499 1.260858118 44 1.266277611 1.267080636 43.5 1.272969111 1.270197713 43 1.278299588 1.277160244 42.5 1.282151533 1.281836526 42 1.287515071 1.285222745 41.5 1.293140972 1.290528814 41 1.298370723 1.294823067 40.5 1.303691512 1.299813319 40 1.310610362 1.305287409 39.5 1.317427759 1.312823348 39 1.322216881 1.318937789 38.5 1.324927636 1.323586546 38 1.329014861 1.327068821 37.5 1.331841063 1.332345691 37 1.335453572 1.334676983 36.5 1.343713546 1.339036203 36 1.341641468 1.348145945 35.5 1.347457485 1.345417853 35 1.352180982 1.351331983 34.5 1.357933779 1.356482784 34 1.367266844 1.36229459 33.5 1.369766433 1.371335287 33 1.376138054 1.371782626 32.5 1.37999125 1.377882467 32 1.381657499 1.380686476 31.5 1.385408346 1.381579265 31 1.385881263 1.384903137 30.5 1.387210687 1.384942169 30 1.390134442 1.386612156 29.5 1.393794533 1.390565558 29 1.396773775 1.395667796 28.5 1.398500932 1.399735029 28 1.401143169 1.401903882 27.5 1.404942156 1.404392675 27 1.407437539 1.408204464 26.5 1.408406653 1.410068793 26 1.411304056 1.411099117 25.5 1.413488056 1.413071524 25 1.41269627 1.414491434 24.5 1.413309063 1.412804099 24 1.412669198 1.412485921 23.5 1.41151883 1.411783781 23 1.407933728 1.410716444 22.5 1.40277523 1.405708844 22 1.395190443 1.399917048 21.5 1.391505046 1.390307022 21 1.383071197 1.386092207 20.5 1.371795534 1.376227638 20 1.363324298 1.363060409 19.5 1.351965553 1.354044273 19 1.339465142 1.342059759 18.5 1.327797762 1.32870729 18 1.315554733 1.316673009 17.5 1.29971832 1.30390988 17 1.281995154 1.286114332 16.5 1.264272225 1.266247575 16 1.245707471 1.246811668 15.5 1.224559827 1.226986111 15 1.207293899 1.204228114 14.5 1.187156853 1.187594713 14 1.203623847 1.167028026__MACOSX/TSTM-2025-2021_data/._Fig8c.csvTSTM-2025-2021_data/Fig8b.csv temp(K) Experiments (Mh) Predicts (Mh) 130 2.274212153 2.292023507 129.5 2.285250839 2.281450907 129 2.298709928 2.299176117 128.5 2.332348634 2.311954541 128 2.340695472 2.348556616 127.5 2.338845051 2.348525967 127 2.345987742 2.3462514 126.5 2.346724814 2.349528016 126 2.352605079 2.350900791 125.5 2.355172174 2.35751307 125 2.36647538 2.360303034 124.5 2.370319025 2.372127633 124 2.372715308 2.374341076 123.5 2.377381098 2.37434705 123 2.372332381 2.37590588 122.5 2.360177615 2.371973438 122 2.362590907 2.361467763 121.5 2.378222664 2.370420322 121 2.386771084 2.390357763 120.5 2.395168267 2.393054483 120 2.414720007 2.398180657 119.5 2.42591587 2.415079137 119 2.434080674 2.422604031 118.5 2.428580626 2.430126327 118 2.424179404 2.42477964 117.5 2.432511886 2.420646511 117 2.415612678 2.429962003 116.5 2.41292002 2.407274424 116 2.412099177 2.403456351 115.5 2.405124551 2.398626705 115 2.392198082 2.382376865 114.5 2.350870182 2.366621556 114 2.323278411 2.311204173 113.5 2.263169418 2.277294922 113 2.195396624 2.199404413 112.5 2.134319804 2.130405512 112 2.077769066 2.067954563 111.5 2.01194012 2.021808691 111 1.959514243 1.961426427 110.5 1.897103796 1.908002061 110 1.854400864 1.846213951 109.5 1.797116727 1.80177764 109 1.745851111 1.735675713 108.5 1.70746557 1.695175135 108 1.669806862 1.655152638 107.5 1.623576095 1.620097099 107 1.582931761 1.576168307 106.5 1.542924006 1.535407736 106 1.509432089 1.501003261 105.5 1.479644637 1.471747298 105 1.453583057 1.445505015 104.5 1.422700614 1.421300336 104 1.406256982 1.395188699 103.5 1.377465184 1.377801921 103 1.35079634 1.349630992 102.5 1.312720796 1.323631949 102 1.27531113 1.286281973 101.5 1.254801346 1.253221984 101 1.244264479 1.237548036 100.5 1.228752161 1.233175715 100 1.215674909 1.222399615 99.5 1.208167446 1.210406861 99 1.192427064 1.199597732 98.5 1.177550027 1.181221393 98 1.167075651 1.165583852 97.5 1.156344186 1.15582571 97 1.141544164 1.145397457 96.5 1.128559564 1.131554994 96 1.120136376 1.11888542 95.5 1.105121831 1.111128324 95 1.093859374 1.096197905 94.5 1.087450811 1.08486589 94 1.080035594 1.079406522 93.5 1.073260267 1.073059863 93 1.063091053 1.06733139 92.5 1.057017981 1.057532621 92 1.049551915 1.051574999 91.5 1.043559942 1.044600912 91 1.035156045 1.038858499 90.5 1.032285615 1.030556723 90 1.02200597 1.027967359 89.5 1.016761345 1.016556364 89 1.011122184 1.012163545 88.5 1.0084973 1.007281714 88 1.004555712 1.005675743 87.5 1.001029277 1.002527781 87 0.996964206 0.999463842 86.5 0.995350757 0.995411663 86 0.993363422 0.994141829 85.5 0.991995708 0.992431683 85 0.991221654 0.991739733 84.5 0.990887504 0.991359159 84 0.989436339 0.991408444 83.5 0.989347305 0.989989631 83 0.989669835 0.989912794 82.5 0.989267143 0.990368452 82 0.990172861 0.990064045 81.5 0.990876081 0.991231868 81 0.992949021 0.991994964 80.5 0.993548088 0.994469374 80 0.994152174 0.995125892 79.5 0.996065528 0.995830201 79 0.998203202 0.998098037 78.5 1.000818989 1.000571603 78 1.002462966 1.003477472 77.5 1.004955118 1.005259002 77 1.007911246 1.007862088 76.5 1.010334717 1.011005418 76 1.014017774 1.013547402 75.5 1.017535741 1.01748032 75 1.020256895 1.021239217 74.5 1.023324587 1.024006606 74 1.0269194 1.027155802 73.5 1.031725293 1.030821629 73 1.034622261 1.035999879 72.5 1.037932027 1.038868477 72 1.042705294 1.042042997 71.5 1.048060145 1.047132571 71 1.051865476 1.052644016 70.5 1.056353746 1.056325296 70 1.061043067 1.061007263 69.5 1.06556376 1.065620335 69 1.069452309 1.07016685 68.5 1.072704636 1.073926743 68 1.078508972 1.076926636 67.5 1.083923428 1.082935469 67 1.089259247 1.088650068 66.5 1.094975005 1.094029309 66 1.100856909 1.099791223 65.5 1.106287211 1.105685514 65 1.111848674 1.111148302 64.5 1.117075027 1.116589922 64 1.120925615 1.121728196 63.5 1.125163551 1.125369975 63 1.129981938 1.129326681 62.5 1.133345435 1.134085333 62 1.137338273 1.137218404 61.5 1.141321193 1.141082666 61 1.145580779 1.1448377 60.5 1.149997549 1.149042223 60 1.153591997 1.153565969 59.5 1.158905035 1.156923341 59 1.164136733 1.162131829 58.5 1.166822728 1.167667256 58 1.171674071 1.170012275 57.5 1.17516827 1.174731427 57 1.178903802 1.17836654 56.5 1.182155964 1.181940226 56 1.185750215 1.184909405 55.5 1.187679577 1.188707154 55 1.191377 1.190548898 54.5 1.193971463 1.193773936 54 1.197832332 1.19650046 53.5 1.200566198 1.20043498 53 1.202775336 1.203017374 52.5 1.205968854 1.205198048 52 1.208394295 1.208327548 51.5 1.210748626 1.210670533 51 1.212533048 1.21281294 50.5 1.214300895 1.214461897 50 1.216557487 1.216033952 49.5 1.218678159 1.218357674 49 1.219973644 1.220391555 48.5 1.222338223 1.221650653 48 1.223224122 1.223711807 47.5 1.22485228 1.224801365 47 1.226686384 1.225973214 46.5 1.227606024 1.227982075 46 1.228980462 1.228864561 45.5 1.23008599 1.229990806 45 1.231061537 1.231201767 44.5 1.232342838 1.232093949 44 1.233318584 1.233299932 43.5 1.233982656 1.234248715 43 1.234967588 1.234766535 42.5 1.235517606 1.235644519 42 1.236178214 1.236264285 41.5 1.236744037 1.236812235 41 1.237105348 1.237230946 40.5 1.237720929 1.237627493 40 1.237915069 1.238093951 39.5 1.238214997 1.238251479 39 1.238464115 1.238403943 38.5 1.2388525 1.238611296 38 1.238943251 1.239110329 37.5 1.239236358 1.23931422 37 1.239125885 1.239484475 36.5 1.239279026 1.239190305 36 1.238679698 1.239472354 35.5 1.238865981 1.238874405 35 1.238171132 1.238966221 34.5 1.237680415 1.238592271 34 1.234670538 1.237961617 33.5 1.233796437 1.234673702 33 1.232821008 1.233345948 32.5 1.232128725 1.232543806 32 1.231647113 1.232138666 31.5 1.231065484 1.231859324 31 1.230885171 1.231293712 30.5 1.230643131 1.231153976 30 1.229951842 1.2310661 29.5 1.229162701 1.230505661 29 1.229135299 1.22971551 28.5 1.228577432 1.229726657 28 1.227971231 1.229364113 27.5 1.228172923 1.228955597 27 1.228655516 1.229412986 26.5 1.228845034 1.230189241 26 1.229626959 1.2305533 25.5 1.229515491 1.231519247 25 1.231212552 1.231539571 24.5 1.232449635 1.233525099 24 1.233951998 1.235160399 23.5 1.235788978 1.236769682 23 1.238591971 1.238748608 22.5 1.241640907 1.242057237 22 1.245600027 1.245611313 21.5 1.249351132 1.250030235 21 1.254941697 1.253933609 20.5 1.26052087 1.260091723 20 1.266415122 1.265875108 19.5 1.27243379 1.271928204 19 1.27774183 1.277733645 18.5 1.281696244 1.282278169 18 1.283990024 1.284942249 17.5 1.283907535 1.28529014 17 1.28141964 1.282933692 16.5 1.277167995 1.278044329 16 1.270515017 1.27169399 15.5 1.262627015 1.263318558 15 1.253562899 1.254116136 14.5 1.24465689 1.243714462 14 1.235194153 1.234243758__MACOSX/TSTM-2025-2021_data/._Fig8b.csvTSTM-2025-2021_data/Fig8a.csv epoch loss 1 0.000212097 2 0.00012711 3 0.000117513 4 0.000111729 5 0.000107223 6 0.000103455 7 0.000100042 8 9.73E-05 9 9.47E-05 10 9.23E-05 11 8.96E-05 12 8.86E-05 13 8.74E-05 14 8.74E-05 15 8.72E-05__MACOSX/TSTM-2025-2021_data/._Fig8a.csvTSTM-2025-2021_data/Fig14c.csv Temp(K) PC'1 PC'2 PC'3 PC'4 PC'5 130 0.427641511 -0.305615216 0.535302341 0.792524397 1.227668047 129.5 0.427641511 -0.305615216 0.535302341 0.792524397 1.227668047 129 0.427641511 -0.305615216 0.535302341 0.792524397 1.227668047 128.5 0.427641511 -0.305615216 0.535302341 0.792524397 1.227668047 128 0.427641511 -0.305615216 0.535302341 0.792524397 1.227668047 127.5 0.42569682 -0.307708949 0.536123633 0.793183208 1.22885406 127 0.422405481 -0.30953294 0.535767257 0.793711126 1.231362104 126.5 0.419430256 -0.311389834 0.535567105 0.793382645 1.232815504 126 0.419177651 -0.313783109 0.535841823 0.793793023 1.233570337 125.5 0.418359548 -0.316292524 0.535389423 0.794870853 1.235054493 125 0.418358803 -0.318042815 0.535080969 0.796168685 1.236323476 124.5 0.41803968 -0.319841444 0.534918845 0.796830475 1.237189889 124 0.418617427 -0.321648717 0.535380661 0.797200263 1.237426877 123.5 0.419716001 -0.322023511 0.535476208 0.798294425 1.237964034 123 0.446523935 -0.295789599 0.537053227 0.806632221 1.213812351 122.5 0.44801417 -0.281113029 0.544562161 0.807442546 1.194162846 122 0.447860003 -0.277635157 0.549070001 0.808674455 1.18986702 121.5 0.446569353 -0.276477218 0.55093801 0.80793345 1.190125704 121 0.446933299 -0.275186479 0.555326581 0.808644295 1.187884331 120.5 0.44691965 -0.270978421 0.558673501 0.809052467 1.18193984 120 0.445556492 -0.263197452 0.561892033 0.808389485 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-0.006010185 -0.011024771 0.017936254 0.026200708 0.032138657 -0.028153589 0.01286829 0.024261054 -0.00626697 0.007176481 0.004003104 -0.005952463 -0.03048912 -0.053667724 -0.08131642 -0.088423505 -0.033837017 -0.043923475 0.010413522 0.005090419 -0.009253136 -0.15376495 0.010150021 -0.004474439 -0.002211242 -0.012025408 -0.00188482 -0.03529437 -0.025247997 -0.011272403 0.003096473 0.008775358 -0.019545995 0.008916477 0.004155563 -0.010346629 0.003506582 0.009103832 -0.00972907 0.014684124 -0.005907768 0.004019061 -0.001351463 0.01753447 0.000602855__MACOSX/TSTM-2025-2021_data/._Fig21h.csvTSTM-2025-2021_data/Fig15b.csv Temp(K) Predicted Experiments 3x3 5x5 10x10 130 2.114269011 2.114137769 2.110546987 2.118932547 1.802060615 129.5 2.123138853 2.135912538 2.110546987 2.118932547 1.802060615 129 2.146098727 2.154180893 2.110546987 2.118932547 1.802060615 128.5 2.167728178 2.167939917 2.110546987 2.118932547 1.802060615 128 2.181611845 2.197746255 2.110546987 2.118932547 1.802060615 127.5 2.213125531 2.220631025 2.208647199 2.1371949 1.771467099 127 2.234173929 2.238417079 2.400009256 2.284469496 1.821659495 126.5 2.252338796 2.242344448 2.538434433 2.352507499 1.854517918 126 2.254682154 2.255913117 2.628585014 2.385921636 1.928398395 125.5 2.266062043 2.271554028 2.824059231 2.487176804 2.021029537 125 2.283648091 2.289760733 2.975378546 2.579599113 2.079745264 124.5 2.300419928 2.29972315 3.099060967 2.639732438 2.118974361 124 2.307654477 2.308651283 3.140796433 2.640537602 2.148672842 123.5 2.309832777 2.297040566 3.165787815 2.677095745 2.171214361 123 2.292711846 2.297761264 2.212144856 3.076399975 2.49355475 122.5 2.292308046 2.294929499 1.910914802 3.299421737 2.525691745 122 2.292991637 2.306682916 1.938177124 3.303390786 2.47187322 121.5 2.31456269 2.31210762 1.912204342 3.190009357 2.407828259 121 2.322347976 2.319436072 1.909783144 2.959636888 2.254923438 120.5 2.323529918 2.323107569 1.953243819 2.884977299 2.269718934 120 2.305928927 2.287223034 2.108621158 2.875330518 2.333557993 119.5 2.270896555 2.265751675 2.370982676 2.904753199 2.451740924 119 2.263007356 2.267341181 2.70610978 2.928598004 2.581109463 118.5 2.267292849 2.242645554 3.032621095 3.04656387 2.818937411 118 2.23299027 2.249152692 3.097615097 3.277851802 3.156475515 117.5 2.249749397 2.247282522 3.076894189 3.396840856 3.552715582 117 2.242800564 2.245668021 3.208762442 3.432794239 3.676717661 116.5 2.241373097 2.243056892 3.31825593 3.501547561 3.608323146 116 2.233401369 2.233636066 3.389009722 3.598992371 3.638972272 115.5 2.217140164 2.222439283 3.714155176 3.830168383 3.810556184 115 2.200522478 2.215154195 5.248813757 4.303607158 4.566319371 114.5 2.187964083 2.203469983 4.855993552 4.212983313 3.267554783 114 2.172359502 2.182995707 3.927721376 5.177899573 3.086544262 113.5 2.144136926 2.146299046 3.55363119 5.157509007 3.358930384 113 2.097967529 2.100057518 3.449264978 4.778675914 3.628955392 112.5 2.04573891 2.062532966 3.290006576 4.485056282 3.780455926 112 2.017254492 2.021185404 3.048545538 4.29396528 3.758926103 111.5 1.971742663 1.969774035 2.81682847 4.079552012 3.746883569 111 1.922872483 1.939598943 2.76769429 3.969083268 3.78714617 110.5 1.88972299 1.901315811 2.788785135 3.768297693 3.798132127 110 1.840550089 1.845494886 3.156692314 3.944768782 4.248200148 109.5 1.779253593 1.799938526 1.772256052 1.980301575 1.999001331 109 1.742220689 1.772664059 1.88958905 2.003995496 2.133030295 108.5 1.729537169 1.74044501 2.02982975 2.099082037 2.357651415 108 1.697059501 1.70390515 2.438732169 2.54749224 2.283421026 107.5 1.662871569 1.664061361 2.711539656 2.581522569 2.67869252 107 1.626503277 1.640114043 3.560490947 3.183057746 4.380619377 106.5 1.605304248 1.608613398 2.493332079 2.55437487 3.73315514 106 1.574669698 1.585161992 1.907094555 2.004763495 3.060793338 105.5 1.553920069 1.554093486 1.725572288 1.790283367 2.335010477 105 1.526750274 1.525887446 1.481985509 1.682323988 2.022009271 104.5 1.500390139 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3.322084107 96.5 1.148110566 1.154499925 2.257598062 2.581039123 3.199101449 96 1.139936058 1.141804442 2.317126596 2.753526906 3.475700223 95.5 1.12773936 1.128919339 2.383774971 2.71075146 3.427271372 95 1.116836975 1.113359983 3.7462068 3.87054096 3.545250257 94.5 1.102247002 1.103832899 3.271787137 2.677956121 3.253968596 94 1.092825607 1.094555448 3.546678065 2.46511839 4.647845564 93.5 1.08589483 1.083669679 4.007866999 2.116599102 3.063588436 93 1.078648022 1.070569034 3.912282443 2.094618216 3.353978596 92.5 1.066792754 1.063004685 3.370966434 2.443637518 3.446729542 92 1.059522511 1.050924118 3.398304972 2.542317203 3.501355709 91.5 1.04736186 1.042938988 3.389605504 2.524051279 3.537709423 91 1.037672429 1.02888059 3.497227443 2.496758308 3.665785163 90.5 1.022762968 1.021218427 3.519039465 2.473945065 3.764095056 90 1.007813445 0.992419608 3.294018575 2.494995089 3.674734098 89.5 0.965545986 0.970828609 3.114940241 2.535960904 3.503509767 89 0.959282075 0.96092839 4.134102337 3.989807147 3.161987825 88.5 0.95446506 0.955311487 3.78752472 3.699680739 3.097722676 88 0.948071473 0.947513619 3.165559126 3.246873425 2.82768419 87.5 0.938545929 0.941143933 2.823672176 2.888848069 2.477108256 87 0.933989362 0.93382015 2.781604682 2.861809621 2.553250178 86.5 0.927696982 0.927540113 2.690274414 2.792989497 2.400395501 86 0.922628924 0.922189495 2.542709884 2.651422135 2.215534339 85.5 0.918121629 0.916821049 2.483795104 2.580191726 2.115102253 85 0.912567072 0.908841672 2.398517894 2.502455163 2.019743452 84.5 0.904150495 0.90574559 2.330849963 2.440147641 1.950269226 84 0.901190746 0.90351694 2.277064529 2.397756536 1.900992489 83.5 0.899657262 0.900480255 2.205963831 2.32697118 1.837757546 83 0.898284886 0.896537944 2.11113196 2.203625751 1.776378357 82.5 0.894392458 0.893279085 1.984904639 2.045703699 1.880835192 82 0.892482935 0.890990729 1.826866829 1.892102448 1.959675583 81.5 0.891349729 0.886375874 1.720893815 1.765429338 2.00258144 81 0.887100155 0.885109429 1.617081207 1.707347819 2.040044209 80.5 0.885555979 0.882956519 1.536869126 1.695897318 2.031639932 80 0.884023505 0.887320531 1.49804881 1.719958432 2.010126693 79.5 0.892542577 0.887333985 1.533705101 1.776083885 1.940767504 79 0.892060371 0.886856356 1.608408779 1.765856889 1.870536787 78.5 0.891892973 0.885448723 1.779230734 1.825990748 1.785266833 78 0.889148886 0.882918921 1.98880764 1.848496552 1.688864292 77.5 0.885974013 0.883461933 2.252540353 1.733760827 1.553556821 77 0.886872943 0.882310793 2.361733084 1.807134258 1.654219982 76.5 0.885748948 0.884807878 1.524897789 1.218535081 0.640059532 76 0.88851079 0.885145659 1.649059225 1.653539365 1.009450213 75.5 0.888510725 0.887037216 1.683798379 1.468194941 0.739330204 75 0.88962302 0.888190935 1.781559998 1.487706632 0.686076616 74.5 0.890782139 0.890725427 1.869566764 1.528922787 0.680871831 74 0.892873874 0.892757629 1.896883831 1.523352398 0.699740795 73.5 0.895088973 0.896141909 1.933524044 1.577907014 0.744688628 73 0.898340857 0.900651211 1.934276276 1.590463362 0.782129681 72.5 0.903280978 0.903382421 1.92640626 1.604288355 0.852696151 72 0.905419194 0.907225367 1.941434255 1.629776732 0.950882673 71.5 0.910131373 0.912184731 1.953572368 1.644298912 1.077692851 71 0.915014321 0.916108985 1.920513578 1.614695415 1.129179676 70.5 0.919460921 0.920288778 1.899376329 1.617422434 1.231067694 70 0.924208675 0.923693129 1.862529829 1.602692877 1.19621392 69.5 0.927578341 0.927827501 1.833914588 1.630734338 1.249943642 69 0.931903639 0.929861824 1.809627895 1.672266509 1.244925239 68.5 0.933371275 0.932849237 1.821160529 1.707903855 1.269880868 68 0.93642491 0.940128835 1.795091507 1.737799667 1.327400788 67.5 0.94470683 0.942821307 1.784285016 1.782464897 1.284301549 67 0.946960037 0.953561524 1.787967645 1.820145561 1.275654816 66.5 0.959392514 0.956587345 1.833651283 1.888412832 1.190033343 66 0.961631552 0.964362824 1.851766896 1.992166667 1.117076005 65.5 0.969647099 0.969723077 1.851689358 1.868642696 1.208263479 65 0.974356873 0.980550057 1.839106232 1.804019052 1.321387475 64.5 0.986334754 0.986284381 1.727658152 1.664545316 1.312640693 64 0.991352594 0.990971037 1.652861923 1.591624796 1.30289746 63.5 0.99608577 0.998339001 1.578485665 1.489900676 1.286153723 63 1.003879537 1.006642414 1.550723322 1.473446002 1.280052575 62.5 1.012663973 1.009005195 1.522083753 1.468283364 1.295615803 62 1.01352488 1.017757201 1.477158314 1.495093116 1.288556936 61.5 1.023439173 1.018290949 1.480156068 1.49238009 1.315846594 61 1.02222054 1.029003974 1.463843162 1.4548226 1.327174536 60.5 1.035094624 1.035948989 1.442208973 1.40932451 1.32645535 60 1.041894801 1.04614895 1.437872403 1.381850851 1.305384371 59.5 1.053736372 1.052472318 1.430657155 1.33987139 1.317895604 59 1.058720462 1.059532592 1.421839213 1.29458224 1.304643216 58.5 1.066147658 1.06895796 1.409974598 1.235734809 1.33282977 58 1.075990199 1.074655698 1.359378447 1.176117552 1.316204016 57.5 1.080821899 1.08024614 1.343652301 1.121702449 1.319062113 57 1.086042262 1.088900148 1.295576098 1.082717792 1.298852461 56.5 1.095414792 1.101045166 1.261759596 1.043492449 1.276648043 56 1.10878757 1.104217077 1.231952878 1.003263966 1.260146351 55.5 1.110179827 1.108939996 1.202044314 0.990037701 1.234149372 55 1.114174429 1.116867889 1.179442793 0.94712571 1.213867805 54.5 1.123067952 1.121793058 1.168960517 0.932851342 1.205522342 54 1.126670628 1.130726337 1.164149495 0.945254903 1.204989897 53.5 1.137247255 1.136899851 1.156229035 0.948606183 1.194013453 53 1.142145339 1.145074123 1.143927101 0.945576478 1.184233145 52.5 1.151270733 1.151356584 1.145834785 0.931068762 1.179900427 52 1.157232589 1.157913377 1.129027105 0.934307475 1.17107586 51.5 1.16341365 1.164872366 1.125054252 0.910602369 1.16956494 51 1.170231003 1.169894142 1.120802153 0.91857822 1.161987612 50.5 1.174623908 1.174492353 1.108905391 0.889625452 1.142637527 50 1.179393303 1.191677449 1.095427988 0.857912867 1.118474895 49.5 1.199636787 1.20741877 1.084995606 0.856693032 1.094025207 49 1.21613639 1.210579716 1.070121572 0.840790927 1.057942449 48.5 1.216166383 1.219536936 1.06469683 0.844341634 1.024608084 48 1.225869351 1.227103477 1.071754777 0.833699124 0.983924004 47.5 1.232730287 1.231887198 1.082875234 0.844628875 1.014567603 47 1.237478213 1.23630036 1.112365082 0.892847576 1.107419621 46.5 1.241075499 1.24166735 1.144850496 0.912809968 1.089612417 46 1.24627523 1.244403903 1.200162191 0.95847609 1.109662414 45.5 1.248420853 1.250189473 1.271501415 1.027148551 1.134936334 45 1.25454547 1.256625952 1.349295219 1.115366744 1.190169411 44.5 1.260858118 1.262580499 1.354277623 1.213409162 1.237861789 44 1.267080636 1.266277611 1.250328103 1.307516669 1.280637293 43.5 1.270197713 1.272969111 1.206537954 1.41557341 1.233348503 43 1.277160244 1.278299588 1.195898725 1.544846479 1.253558873 42.5 1.281836526 1.282151533 1.19711016 1.653114602 1.29016568 42 1.285222745 1.287515071 1.160818659 1.74179432 1.313302113 41.5 1.290528814 1.293140972 1.183728307 1.695161978 1.279425981 41 1.294823067 1.298370723 1.27243621 1.585760756 1.313053854 40.5 1.299813319 1.303691512 1.418739944 1.513815212 1.372608177 40 1.305287409 1.310610362 1.588987981 1.437572639 1.431104294 39.5 1.312823348 1.317427759 1.804413525 1.340567918 1.49451646 39 1.318937789 1.322216881 2.043980806 1.349753076 1.577940795 38.5 1.323586546 1.324927636 2.142926915 1.418807683 1.717204413 38 1.327068821 1.329014861 2.208502049 2.616224096 2.63029525 37.5 1.332345691 1.331841063 2.101545262 2.463316195 2.549854289 37 1.334676983 1.335453572 2.023649719 2.269485008 2.514252283 36.5 1.339036203 1.343713546 2.006121174 2.114779682 2.58786985 36 1.348145945 1.341641468 2.008116594 1.947741668 2.698813372 35.5 1.345417853 1.347457485 1.95304409 1.728513753 2.695235679 35 1.351331983 1.352180982 1.921513665 1.603232482 2.721748911 34.5 1.356482784 1.357933779 1.863839098 1.490933293 2.675742356 34 1.36229459 1.367266844 3.738754624 3.715938652 2.640764219 33.5 1.371335287 1.369766433 3.377742976 3.489236154 2.408177984 33 1.371782626 1.376138054 2.994218046 3.132688111 2.116431172 32.5 1.377882467 1.37999125 2.731506445 2.7778685 1.800571298 32 1.380686476 1.381657499 2.567190649 2.402259428 1.636173284 31.5 1.381579265 1.385408346 2.449671732 2.055199497 1.669398869 31 1.384903137 1.385881263 2.321563611 1.815000723 1.805708635 30.5 1.384942169 1.387210687 2.115004353 1.670257302 1.780502355 30 1.386612156 1.390134442 1.974016831 1.662756385 1.766002555 29.5 1.390565558 1.393794533 1.890043546 1.652438005 1.786512308 29 1.395667796 1.396773775 1.82399567 1.65461662 1.83104111 28.5 1.399735029 1.398500932 1.769197526 1.642539255 1.862706701 28 1.401903882 1.401143169 1.70195171 1.664177418 1.903206415 27.5 1.404392675 1.404942156 1.636099695 1.657077967 1.956659137 27 1.408204464 1.407437539 1.597778646 1.680273454 1.990156628 26.5 1.410068793 1.408406653 1.536541063 1.686809563 1.960762629 26 1.411099117 1.411304056 1.481155553 1.652488078 1.874591736 25.5 1.413071524 1.413488056 1.44296367 1.551630424 1.771621829 25 1.414491434 1.41269627 1.389123301 1.426781588 1.701712206 24.5 1.412804099 1.413309063 1.318767931 1.386177774 1.727177772 24 1.412485921 1.412669198 1.169280415 1.53337517 1.702662331 23.5 1.411783781 1.41151883 0.835336203 2.033156202 1.861302509 23 1.410716444 1.407933728 1.354390661 2.626379902 2.430853562 22.5 1.405708844 1.40277523 3.378627666 1.595328943 2.953120958 22 1.399917048 1.395190443 2.148911151 1.172384658 2.616867532 21.5 1.390307022 1.391505046 1.775684672 1.112680836 2.394280795 21 1.386092207 1.383071197 1.614957699 1.16377384 2.316929148 20.5 1.376227638 1.371795534 1.527997013 1.119232438 2.236637956 20 1.363060409 1.363324298 1.438305195 1.028508279 2.142707211 19.5 1.354044273 1.351965553 1.422347865 0.871245128 2.071322414 19 1.342059759 1.339465142 1.361012518 0.752501309 2.033797698 18.5 1.32870729 1.327797762 1.429791652 0.752792323 2.057167804 18 1.316673009 1.315554733 1.540472169 0.909306696 2.093950197 17.5 1.30390988 1.29971832 1.637859947 1.122669247 2.007430769 17 1.286114332 1.281995154 1.664448554 1.391051614 1.904629403 16.5 1.266247575 1.264272225 1.628437571 1.633585607 1.756422297 16 1.246811668 1.245707471 1.833276985 1.815406246 1.834768366 15.5 1.226986111 1.224559827 1.97648517 1.981429454 1.876706883 15 1.204228114 1.207293899 2.086350183 2.167358064 1.902593919 14.5 1.187594713 1.187156853 2.173777527 2.317323901 1.908929709 14 1.167028026 1.203623847 2.236049192 2.459812224 1.909462962__MACOSX/TSTM-2025-2021_data/._Fig15b.csvTSTM-2025-2021_data/readme.txtfile format: CSV__MACOSX/TSTM-2025-2021_data/._readme.txtTSTM-2025-2021_data/Fig11.csv Temp(K) Cumulative_Variance_Ratio_PC1 Cumulative_Variance_Ratio_PC2 Cumulative_Variance_Ratio_PC3 Cumulative_Variance_Ratio_PC4 Cumulative_Variance_Ratio_PC5 125.5 0.465036291 0.752011773 0.94312436 0.979715597 1 125 0.453007785 0.758409169 0.94343435 0.979137526 1 124.5 0.451126529 0.762633413 0.942075389 0.977127323 1 124 0.455368289 0.766689283 0.939153776 0.973375918 1 123.5 0.461144279 0.772495998 0.937778746 0.970986632 1 123 0.466618135 0.780657277 0.937674088 0.971459818 1 122.5 0.473255779 0.788889409 0.937021635 0.973223435 1 122 0.48037518 0.794842823 0.936039245 0.975120909 1 121.5 0.487873495 0.800374002 0.935187896 0.977045473 1 121 0.493547516 0.803318768 0.934235795 0.978655344 1 120.5 0.496299017 0.802515036 0.933588502 0.979544991 1 120 0.498324572 0.800077896 0.933492175 0.979984747 1 119.5 0.502504885 0.796685751 0.934340578 0.97979885 1 119 0.510304382 0.794668746 0.935558745 0.979223843 1 118.5 0.521873381 0.796371642 0.93689398 0.978378054 1 118 0.531993114 0.799277227 0.938916588 0.978056119 1 117.5 0.530787139 0.79907649 0.939334484 0.977892229 1 117 0.517889834 0.796270146 0.936807573 0.977597576 1 116.5 0.49329741 0.790797659 0.935242473 0.97743651 1 116 0.460180476 0.783609844 0.933043555 0.977164532 1 115.5 0.433323626 0.780788217 0.930715684 0.977280456 1 115 0.422215616 0.789042592 0.930818916 0.978413056 1 114.5 0.416686131 0.794047119 0.931011024 0.979453951 1 114 0.415469568 0.797724798 0.931889226 0.980345748 1 113.5 0.422861204 0.799570282 0.931234634 0.980608966 1 113 0.436784976 0.800886847 0.929879062 0.98082462 1 112.5 0.451603255 0.800769379 0.927879001 0.980755519 1 112 0.467065367 0.799486681 0.924818134 0.98039105 1 111.5 0.480094475 0.798490112 0.920805769 0.980015019 1 111 0.491926617 0.798583518 0.916727505 0.979982289 1 110.5 0.50229819 0.801144014 0.91360695 0.97982831 1 110 0.512575851 0.806895596 0.913764357 0.980144551 1 109.5 0.523484644 0.815094578 0.919475897 0.980588239 1 109 0.532629624 0.823869709 0.928290983 0.981314353 1 108.5 0.541215222 0.832656515 0.937412239 0.981909989 1 108 0.556205389 0.842667837 0.947585367 0.982864438 1 107.5 0.576817854 0.852846355 0.958430499 0.984885635 1 107 0.589084465 0.859074802 0.965173425 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