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Notebook for quick simulation of LST1 observations
The telescope performance is stored in the csv files The background is obtained from good-quality real data, the gamma IRF from MC
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lstchain/data/LST1_backg_irf_gheffi_0.40_theffi_0.40.csv
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,191 @@ | ||
| ZD_deg,Ereco_min_TeV,Ereco_max_TeV,BckgRate_per_second,Theta_cut_deg,Gammaness_cut | ||
| 6.0,0.012589254117941675,0.0199526231496888,0.08662540530202503,0.32,0.14980508270919676 | ||
| 6.0,0.0199526231496888,0.03162277660168379,3.654012468122838,0.25416790232400216,0.2232647189688829 | ||
| 6.0,0.03162277660168379,0.05011872336272725,4.506734624017561,0.22836642194149148,0.24282859738626 | ||
| 6.0,0.05011872336272725,0.07943282347242814,1.5030621541123657,0.17930820879898315,0.3082568921420486 | ||
| 6.0,0.07943282347242814,0.12589254117941673,0.13512067113746323,0.11869128089021427,0.5205997890139312 | ||
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| 6.0,0.31622776601683794,0.5011872336272722,0.0017966521449768612,0.1,0.8187521024602308 | ||
| 6.0,0.5011872336272722,0.7943282347242814,0.0007782362035376688,0.1,0.8703749276810416 | ||
| 6.0,0.7943282347242814,1.2589254117941668,0.00031480760771508746,0.1,0.9016936131710661 | ||
| 6.0,1.2589254117941668,1.9952623149688788,9.324062932760542e-05,0.1,0.9316904703903903 | ||
| 6.0,1.9952623149688788,3.1622776601683795,6.000330540608672e-05,0.1,0.9396606170144983 | ||
| 6.0,3.1622776601683795,5.01187233627272,6.6716593861534195e-06,0.1,0.9500643114259029 | ||
| 6.0,5.01187233627272,7.943282347242813,9.72587109075616e-06,0.1,0.9510363823031566 | ||
| 6.0,7.943282347242813,12.589254117941662,-1.5271058523013699e-06,0.1,0.9401611478282427 | ||
| 6.0,12.589254117941662,19.952623149688787,0.0,0.1,0.9567406906007412 | ||
| 6.0,19.952623149688787,31.622776601683793,0.0,0.1016591644784053,0.9477693994941487 | ||
| 6.0,31.622776601683793,50.118723362727195,0.0,0.1,0.9310066460490418 | ||
| 6.0,50.118723362727195,79.43282347242814,6.378886970406852e-05,0.32,0.1 | ||
| 9.579,0.012589254117941675,0.0199526231496888,0.07533737609431734,0.32,0.14954631782891498 | ||
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| 9.579,0.03162277660168379,0.05011872336272725,4.638400163476591,0.23467156439645145,0.24001297834835228 | ||
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| 9.579,0.07943282347242814,0.12589254117941673,0.1313906815262355,0.11670020873040216,0.5199252262542218 | ||
| 9.579,0.12589254117941673,0.19952623149688797,0.016849540634262014,0.1,0.6741285296388073 | ||
| 9.579,0.19952623149688797,0.31622776601683794,0.005437331037764295,0.1,0.7502508793627872 | ||
| 9.579,0.31622776601683794,0.5011872336272722,0.0020027632183539207,0.1,0.8134164858767834 | ||
| 9.579,0.5011872336272722,0.7943282347242814,0.0007799367746647664,0.1,0.8706827596053548 | ||
| 9.579,0.7943282347242814,1.2589254117941668,0.00033620348402786,0.1,0.903105147449207 | ||
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| 9.579,1.9952623149688788,3.1622776601683795,5.483192663343192e-05,0.1,0.9390698016445345 | ||
| 9.579,3.1622776601683795,5.01187233627272,1.2302490806232994e-05,0.1,0.9568974012918506 | ||
| 9.579,5.01187233627272,7.943282347242813,6.954685152176331e-06,0.1,0.9571810800605608 | ||
| 9.579,7.943282347242813,12.589254117941662,2.67390282702833e-06,0.1,0.9550247825644098 | ||
| 9.579,12.589254117941662,19.952623149688787,0.0,0.1,0.9537668221860696 | ||
| 9.579,19.952623149688787,31.622776601683793,0.0,0.1,0.9466113932901232 | ||
| 9.579,31.622776601683793,50.118723362727195,0.0,0.1,0.9113429102140364 | ||
| 9.579,50.118723362727195,79.43282347242814,5.2040656065610756e-05,0.32,0.1 | ||
| 16.08,0.012589254117941675,0.0199526231496888,0.01976325580378862,0.23587899012290253,0.117942388934193 | ||
| 16.08,0.0199526231496888,0.03162277660168379,2.4301332125851567,0.2514035018042374,0.20694299577277286 | ||
| 16.08,0.03162277660168379,0.05011872336272725,4.670830819025761,0.23422839772906243,0.23553418601607756 | ||
| 16.08,0.05011872336272725,0.07943282347242814,1.816390077539052,0.18845985664607448,0.2899963008856928 | ||
| 16.08,0.07943282347242814,0.12589254117941673,0.17981384828924424,0.1208416089315547,0.4954425122131275 | ||
| 16.08,0.12589254117941673,0.19952623149688797,0.019969610411248454,0.1,0.6704718083416198 | ||
| 16.08,0.19952623149688797,0.31622776601683794,0.005965437360051743,0.1,0.7539795241681223 | ||
| 16.08,0.31622776601683794,0.5011872336272722,0.002373642531257916,0.1,0.8072247840435847 | ||
| 16.08,0.5011872336272722,0.7943282347242814,0.00086091433609641,0.1,0.870828522852448 | ||
| 16.08,0.7943282347242814,1.2589254117941668,0.00037392515202471275,0.1,0.9032104519757597 | ||
| 16.08,1.2589254117941668,1.9952623149688788,0.00011834163304557146,0.1,0.9306896639956173 | ||
| 16.08,1.9952623149688788,3.1622776601683795,5.22746340584223e-05,0.1,0.9458204733612634 | ||
| 16.08,3.1622776601683795,5.01187233627272,1.4132761406169964e-05,0.1,0.9534106981487875 | ||
| 16.08,5.01187233627272,7.943282347242813,7.321920660870422e-06,0.1,0.9529725896325841 | ||
| 16.08,7.943282347242813,12.589254117941662,8.513793531327532e-06,0.1,0.9569630171986361 | ||
| 16.08,12.589254117941662,19.952623149688787,0.0,0.1,0.9665766973249578 | ||
| 16.08,19.952623149688787,31.622776601683793,0.0,0.1,0.9487771937769978 | ||
| 16.08,31.622776601683793,50.118723362727195,0.0,0.1,0.9491118247571814 | ||
| 16.08,50.118723362727195,79.43282347242814,7.497629170559564e-05,0.32,0.1 | ||
| 23.16,0.012589254117941675,0.0199526231496888,0.003971288381246929,0.32,0.1 | ||
| 23.16,0.0199526231496888,0.03162277660168379,1.0879917303294082,0.2578799183615753,0.18664904409216268 | ||
| 23.16,0.03162277660168379,0.05011872336272725,4.1476267023329525,0.23703638782089045,0.22665335685425472 | ||
| 23.16,0.05011872336272725,0.07943282347242814,2.3606366874061657,0.20736984708463185,0.27127577525471624 | ||
| 23.16,0.07943282347242814,0.12589254117941673,0.30806976673441067,0.13312368458559823,0.4363628788022292 | ||
| 23.16,0.12589254117941673,0.19952623149688797,0.02577608342562504,0.1,0.651194465305772 | ||
| 23.16,0.19952623149688797,0.31622776601683794,0.00681062328957954,0.1,0.746140744781241 | ||
| 23.16,0.31622776601683794,0.5011872336272722,0.002537019437794655,0.1,0.8030298811164628 | ||
| 23.16,0.5011872336272722,0.7943282347242814,0.0010787746536151436,0.1,0.8551003909714278 | ||
| 23.16,0.7943282347242814,1.2589254117941668,0.0003834211754131113,0.1,0.8943986180625971 | ||
| 23.16,1.2589254117941668,1.9952623149688788,0.00019107187687606602,0.1,0.9227229926235273 | ||
| 23.16,1.9952623149688788,3.1622776601683795,5.757938441454802e-05,0.1,0.941335257607903 | ||
| 23.16,3.1622776601683795,5.01187233627272,2.3608930532792244e-05,0.1,0.950615305688041 | ||
| 23.16,5.01187233627272,7.943282347242813,8.610911113948013e-06,0.1,0.9609170501847444 | ||
| 23.16,7.943282347242813,12.589254117941662,1.786053305838565e-05,0.1,0.9522570871256878 | ||
| 23.16,12.589254117941662,19.952623149688787,9.888332774927257e-06,0.1,0.9572631795771868 | ||
| 23.16,19.952623149688787,31.622776601683793,6.387108304896214e-07,0.1,0.9602385697244247 | ||
| 23.16,31.622776601683793,50.118723362727195,0.0,0.1,0.9462835716657525 | ||
| 23.16,50.118723362727195,79.43282347242814,4.408776149273186e-05,0.32,0.1 | ||
| 30.39,0.012589254117941675,0.0199526231496888,0.00033265971934505234,0.32,0.1 | ||
| 30.39,0.0199526231496888,0.03162277660168379,0.4570325899471095,0.2929976786720368,0.13606157250960138 | ||
| 30.39,0.03162277660168379,0.05011872336272725,3.1577247075840833,0.23867266446185426,0.21709321056056893 | ||
| 30.39,0.05011872336272725,0.07943282347242814,2.9649610763702956,0.2187740774314825,0.25822369493169384 | ||
| 30.39,0.07943282347242814,0.12589254117941673,0.5949191130121769,0.15255605129139066,0.37597735266542565 | ||
| 30.39,0.12589254117941673,0.19952623149688797,0.04348824133067971,0.10197576489596409,0.6213120756069364 | ||
| 30.39,0.19952623149688797,0.31622776601683794,0.008817119386549627,0.1,0.732327003039153 | ||
| 30.39,0.31622776601683794,0.5011872336272722,0.0032075216279181147,0.1,0.7930150727145128 | ||
| 30.39,0.5011872336272722,0.7943282347242814,0.0013015500642589296,0.1,0.8378616050145095 | ||
| 30.39,0.7943282347242814,1.2589254117941668,0.0005336145764699717,0.1,0.8843225879167961 | ||
| 30.39,1.2589254117941668,1.9952623149688788,0.0002551284664626342,0.1,0.9131757789367785 | ||
| 30.39,1.9952623149688788,3.1622776601683795,9.327748557410873e-05,0.1,0.9355204655689834 | ||
| 30.39,3.1622776601683795,5.01187233627272,5.876634679773554e-05,0.1,0.9384825559019611 | ||
| 30.39,5.01187233627272,7.943282347242813,1.1230039534021899e-05,0.1,0.9434221550172315 | ||
| 30.39,7.943282347242813,12.589254117941662,9.80714851668122e-06,0.1,0.9443956027898699 | ||
| 30.39,12.589254117941662,19.952623149688787,4.6409109879999055e-06,0.1,0.9307896797127482 | ||
| 30.39,19.952623149688787,31.622776601683793,4.192128749670269e-06,0.1,0.9449926556277641 | ||
| 30.39,31.622776601683793,50.118723362727195,0.0,0.1,0.9421297091509299 | ||
| 30.39,50.118723362727195,79.43282347242814,0.0,0.1,0.9321790193703262 | ||
| 37.66,0.012589254117941675,0.0199526231496888,0.0,0.32,0.1 | ||
| 37.66,0.0199526231496888,0.03162277660168379,0.004541953895396535,0.32,0.1 | ||
| 37.66,0.03162277660168379,0.05011872336272725,0.9581467317765193,0.24531484308734686,0.1849816184719492 | ||
| 37.66,0.05011872336272725,0.07943282347242814,3.186946051934706,0.23426394546475227,0.24395674538842407 | ||
| 37.66,0.07943282347242814,0.12589254117941673,1.3077374179492813,0.18411193053790204,0.3126474920499498 | ||
| 37.66,0.12589254117941673,0.19952623149688797,0.12465631858647958,0.11462927210397188,0.5245377824735699 | ||
| 37.66,0.19952623149688797,0.31622776601683794,0.014367750739078564,0.1,0.6941997622809297 | ||
| 37.66,0.31622776601683794,0.5011872336272722,0.0045587467170002454,0.1,0.7573834462732065 | ||
| 37.66,0.5011872336272722,0.7943282347242814,0.001714674917436425,0.1,0.8143646888213829 | ||
| 37.66,0.7943282347242814,1.2589254117941668,0.0006975432073856366,0.1,0.8601806857224763 | ||
| 37.66,1.2589254117941668,1.9952623149688788,0.000314101320487938,0.1,0.8847795693551539 | ||
| 37.66,1.9952623149688788,3.1622776601683795,0.00010707729074542253,0.1,0.906062314172316 | ||
| 37.66,3.1622776601683795,5.01187233627272,7.317880885176167e-05,0.1,0.9301432362329947 | ||
| 37.66,5.01187233627272,7.943282347242813,2.432642498480281e-05,0.1,0.9375599988109555 | ||
| 37.66,7.943282347242813,12.589254117941662,8.07555267870873e-06,0.1,0.9425441734747769 | ||
| 37.66,12.589254117941662,19.952623149688787,4.137543288030985e-06,0.1,0.9426310939001388 | ||
| 37.66,19.952623149688787,31.622776601683793,1.9953389735324094e-07,0.1,0.9454227432274414 | ||
| 37.66,31.622776601683793,50.118723362727195,0.0,0.1,0.9476555141986623 | ||
| 37.66,50.118723362727195,79.43282347242814,0.0,0.1,0.9558454031429453 | ||
| 44.92,0.012589254117941675,0.0199526231496888,0.0,0.32,0.1 | ||
| 44.92,0.0199526231496888,0.03162277660168379,0.00044309890491796847,0.32,0.1 | ||
| 44.92,0.03162277660168379,0.05011872336272725,0.35049993940762286,0.31056843122863537,0.1 | ||
| 44.92,0.05011872336272725,0.07943282347242814,1.7537947613369769,0.22870019947192644,0.20055015744422341 | ||
| 44.92,0.07943282347242814,0.12589254117941673,2.0273949579927413,0.21188986854704878,0.26669948683652384 | ||
| 44.92,0.12589254117941673,0.19952623149688797,0.4063132630214116,0.14211675071190638,0.3894695543197544 | ||
| 44.92,0.19952623149688797,0.31622776601683794,0.03575589848125973,0.1,0.6319406502704973 | ||
| 44.92,0.31622776601683794,0.5011872336272722,0.007590652873376048,0.1,0.7401805275680142 | ||
| 44.92,0.5011872336272722,0.7943282347242814,0.002378134139952617,0.1,0.7995393351331342 | ||
| 44.92,0.7943282347242814,1.2589254117941668,0.001056093606708459,0.1,0.8319093411166305 | ||
| 44.92,1.2589254117941668,1.9952623149688788,0.0004343410228489203,0.1,0.8629713704659066 | ||
| 44.92,1.9952623149688788,3.1622776601683795,0.00023233960026542935,0.1,0.879029958386691 | ||
| 44.92,3.1622776601683795,5.01187233627272,0.00010378824361424202,0.1,0.9032349091791307 | ||
| 44.92,5.01187233627272,7.943282347242813,3.258912865997703e-05,0.1,0.9167087730389729 | ||
| 44.92,7.943282347242813,12.589254117941662,8.579996954286217e-06,0.1,0.9147302906981755 | ||
| 44.92,12.589254117941662,19.952623149688787,1.6257414914212024e-05,0.1,0.9042515734100918 | ||
| 44.92,19.952623149688787,31.622776601683793,3.461718314335679e-06,0.1,0.9145788316532099 | ||
| 44.92,31.622776601683793,50.118723362727195,2.559139319975269e-06,0.1,0.9097760484559024 | ||
| 44.92,50.118723362727195,79.43282347242814,0.0,0.1,0.9170924616126577 | ||
| 52.16,0.012589254117941675,0.0199526231496888,0.0,0.32,0.1 | ||
| 52.16,0.0199526231496888,0.03162277660168379,0.0,0.32,0.1 | ||
| 52.16,0.03162277660168379,0.05011872336272725,0.0020244816942675548,0.32,0.1 | ||
| 52.16,0.05011872336272725,0.07943282347242814,0.11644016341698464,0.2286017877369897,0.1 | ||
| 52.16,0.07943282347242814,0.12589254117941673,1.5530422859877087,0.20882688124698462,0.195630797643331 | ||
| 52.16,0.12589254117941673,0.19952623149688797,1.5424144455231112,0.18948531016313416,0.27962487191709734 | ||
| 52.16,0.19952623149688797,0.31622776601683794,0.21897974066254192,0.1271152353053556,0.45899875297284454 | ||
| 52.16,0.31622776601683794,0.5011872336272722,0.018912940874758023,0.1,0.6869338523202627 | ||
| 52.16,0.5011872336272722,0.7943282347242814,0.004360254366971331,0.1,0.7640496741110404 | ||
| 52.16,0.7943282347242814,1.2589254117941668,0.00176825822588229,0.1,0.809011634949459 | ||
| 52.16,1.2589254117941668,1.9952623149688788,0.0008057261870763395,0.1,0.8312713822693032 | ||
| 52.16,1.9952623149688788,3.1622776601683795,0.00032908308910253734,0.1,0.8560218568749494 | ||
| 52.16,3.1622776601683795,5.01187233627272,0.00018621930644923163,0.1,0.8610640097240986 | ||
| 52.16,5.01187233627272,7.943282347242813,8.620127540284849e-05,0.1,0.8858931169655582 | ||
| 52.16,7.943282347242813,12.589254117941662,4.753771859592147e-05,0.1,0.9025033051679945 | ||
| 52.16,12.589254117941662,19.952623149688787,3.308587733061283e-05,0.1,0.894107880719096 | ||
| 52.16,19.952623149688787,31.622776601683793,1.0394959898083739e-05,0.1,0.8862347667752004 | ||
| 52.16,31.622776601683793,50.118723362727195,3.801995272723219e-07,0.1,0.8802914243877077 | ||
| 52.16,50.118723362727195,79.43282347242814,0.0,0.1,0.893212561651399 | ||
| 59.34,0.012589254117941675,0.0199526231496888,0.0,0.32,0.1 | ||
| 59.34,0.0199526231496888,0.03162277660168379,0.0,0.32,0.1 | ||
| 59.34,0.03162277660168379,0.05011872336272725,0.0,0.32,0.1 | ||
| 59.34,0.05011872336272725,0.07943282347242814,0.002622461212092771,0.32,0.1 | ||
| 59.34,0.07943282347242814,0.12589254117941673,0.5453109771956639,0.32,0.1 | ||
| 59.34,0.12589254117941673,0.19952623149688797,0.8318797083026813,0.18896112393783765,0.16923710730878283 | ||
| 59.34,0.19952623149688797,0.31622776601683794,0.9517987904029783,0.17708165358021902,0.2640702637641676 | ||
| 59.34,0.31622776601683794,0.5011872336272722,0.16861435312978892,0.12301084561923045,0.4675715358796556 | ||
| 59.34,0.5011872336272722,0.7943282347242814,0.021572970394816253,0.1,0.7001198865478234 | ||
| 59.34,0.7943282347242814,1.2589254117941668,0.005225141679916679,0.1,0.7659993562236929 | ||
| 59.34,1.2589254117941668,1.9952623149688788,0.0015846820963613746,0.1,0.7939874191858363 | ||
| 59.34,1.9952623149688788,3.1622776601683795,0.0007134771798613471,0.1,0.8175957633965458 | ||
| 59.34,3.1622776601683795,5.01187233627272,0.00036208193894490673,0.1,0.8121226351902138 | ||
| 59.34,5.01187233627272,7.943282347242813,0.0001334410662653185,0.1,0.8266512716247353 | ||
| 59.34,7.943282347242813,12.589254117941662,9.882231499628041e-05,0.1,0.8292790830485759 | ||
| 59.34,12.589254117941662,19.952623149688787,5.422375386357733e-05,0.1,0.8293737894005931 | ||
| 59.34,19.952623149688787,31.622776601683793,2.878985653539995e-05,0.1,0.8354121746337494 | ||
| 59.34,31.622776601683793,50.118723362727195,5.916962491640847e-06,0.1,0.8409636718231623 | ||
| 59.34,50.118723362727195,79.43282347242814,5.916962491640847e-06,0.1,0.8346364329941128 | ||
| 66.44,0.012589254117941675,0.0199526231496888,0.0,0.32,0.1 | ||
| 66.44,0.0199526231496888,0.03162277660168379,0.0,0.32,0.1 | ||
| 66.44,0.03162277660168379,0.05011872336272725,0.0,0.32,0.1 | ||
| 66.44,0.05011872336272725,0.07943282347242814,0.0,0.32,0.1 | ||
| 66.44,0.07943282347242814,0.12589254117941673,0.00012261911389279382,0.32,0.1 | ||
| 66.44,0.12589254117941673,0.19952623149688797,0.3670500991785872,0.32,0.1 | ||
| 66.44,0.19952623149688797,0.31622776601683794,0.36630174015815214,0.18430528156401446,0.1 | ||
| 66.44,0.31622776601683794,0.5011872336272722,1.1515770993739736,0.17010809252661016,0.18907180317960973 | ||
| 66.44,0.5011872336272722,0.7943282347242814,0.3689809536139647,0.13246925363741566,0.3423407488920865 | ||
| 66.44,0.7943282347242814,1.2589254117941668,0.029351150230148337,0.1,0.6129610320422042 | ||
| 66.44,1.2589254117941668,1.9952623149688788,0.003933749770201701,0.1,0.7594603806998884 | ||
| 66.44,1.9952623149688788,3.1622776601683795,0.0015125553334098649,0.1,0.7772482091153307 | ||
| 66.44,3.1622776601683795,5.01187233627272,0.0007912642689524216,0.1,0.7653316236510899 | ||
| 66.44,5.01187233627272,7.943282347242813,0.00037371287441378737,0.1,0.7497217406946608 | ||
| 66.44,7.943282347242813,12.589254117941662,0.0002786028647926863,0.1,0.7345757077104096 | ||
| 66.44,12.589254117941662,19.952623149688787,0.00010730846788088071,0.1,0.7553842611535082 | ||
| 66.44,19.952623149688787,31.622776601683793,5.2785350015154166e-05,0.1,0.7705226017247755 | ||
| 66.44,31.622776601683793,50.118723362727195,5.729284826608083e-06,0.1,0.7916358634248051 | ||
| 66.44,50.118723362727195,79.43282347242814,5.729284826608083e-06,0.1,0.8106709918015099 |
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