diff --git a/Malawi/DRAFT_20091219_M6.0_Karonga/Impact/Impact_All_ID_0.csv b/Malawi/20091219_M6.0_Karonga/Impact/Impact_All_ID_0.csv
similarity index 67%
rename from Malawi/DRAFT_20091219_M6.0_Karonga/Impact/Impact_All_ID_0.csv
rename to Malawi/20091219_M6.0_Karonga/Impact/Impact_All_ID_0.csv
index f4c18ff0..104d9336 100644
--- a/Malawi/DRAFT_20091219_M6.0_Karonga/Impact/Impact_All_ID_0.csv
+++ b/Malawi/20091219_M6.0_Karonga/Impact/Impact_All_ID_0.csv
@@ -1 +1,2 @@
-ID_0,NAME_0,FATALITIES,FATALITIES_GROUND_SHAKING,INJURIES,DISPLACED_POPULATION,AFFECTED_POPULATION,AFFECTED_UNITS,DAMAGED_UNITS,COLLAPSED_UNITS,UNIT_TYPES,ECONOMIC_LOSSES,INSURED_LOSSES,CURRENCY,INDUCED_EFFECTS,FLAG,REFERENCE,COMMENTS
\ No newline at end of file
+ID_0,NAME_0,FATALITIES,FATALITIES_GROUND_SHAKING,INJURIES,DISPLACED_POPULATION,AFFECTED_POPULATION,AFFECTED_UNITS,DAMAGED_UNITS,COLLAPSED_UNITS,UNIT_TYPES,ECONOMIC_LOSSES,INSURED_LOSSES,CURRENCY,INDUCED_EFFECTS,FLAG,REFERENCE,COMMENTS
+MWI,Malawi,3,3,250,,,,3565,1111,houses,,,,,,NOAA,
\ No newline at end of file
diff --git a/Malawi/DRAFT_20091219_M6.0_Karonga/Impact/README.md b/Malawi/20091219_M6.0_Karonga/Impact/README.md
similarity index 100%
rename from Malawi/DRAFT_20091219_M6.0_Karonga/Impact/README.md
rename to Malawi/20091219_M6.0_Karonga/Impact/README.md
diff --git a/Malawi/DRAFT_20091219_M6.0_Karonga/OpenQuake_gmfs/README.md b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/README.md
similarity index 100%
rename from Malawi/DRAFT_20091219_M6.0_Karonga/OpenQuake_gmfs/README.md
rename to Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/README.md
diff --git a/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/calculation_summary.csv b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/calculation_summary.csv
new file mode 100644
index 00000000..3a57bd7a
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/calculation_summary.csv
@@ -0,0 +1,49 @@
+calc_id,description,cal_time,recording_stations,gmlt,rupture,gmpe,imt,max_gmv,nominal_bias_mean,nominal_bias_stdev,abs_bias
+616,"20091219_M6.0_Karonga median gmf, Stations:Seismic, gmlt:USGS, Rupture:USGS
+",4, Seismic, USGS, USGS,BooreEtAl2014,PGA,0.9759688,0.912,0.21,0.912
+617,"20091219_M6.0_Karonga median gmf, Stations:Seismic, gmlt:USGS, Rupture:HolmgrenEtAl2023
+",5, Seismic, USGS, HolmgrenEtAl2023,BooreEtAl2014,PGA,0.97607154,0.913,0.21,0.913
+616,"20091219_M6.0_Karonga median gmf, Stations:Seismic, gmlt:USGS, Rupture:USGS
+",4, Seismic, USGS, USGS,ChiouYoungs2014,PGA,0.8315222,0.953,0.206,0.953
+617,"20091219_M6.0_Karonga median gmf, Stations:Seismic, gmlt:USGS, Rupture:HolmgrenEtAl2023
+",5, Seismic, USGS, HolmgrenEtAl2023,ChiouYoungs2014,PGA,0.9302282,0.975,0.206,0.975
+616,"20091219_M6.0_Karonga median gmf, Stations:Seismic, gmlt:USGS, Rupture:USGS
+",4, Seismic, USGS, USGS,CampbellBozorgnia2014,PGA,0.8927222,1.122,0.196,1.122
+617,"20091219_M6.0_Karonga median gmf, Stations:Seismic, gmlt:USGS, Rupture:HolmgrenEtAl2023
+",5, Seismic, USGS, HolmgrenEtAl2023,CampbellBozorgnia2014,PGA,0.9475697,1.122,0.196,1.122
+616,"20091219_M6.0_Karonga median gmf, Stations:Seismic, gmlt:USGS, Rupture:USGS
+",4, Seismic, USGS, USGS,AbrahamsonEtAl2014,PGA,1.3218523,1.246,0.221,1.246
+617,"20091219_M6.0_Karonga median gmf, Stations:Seismic, gmlt:USGS, Rupture:HolmgrenEtAl2023
+",5, Seismic, USGS, HolmgrenEtAl2023,AbrahamsonEtAl2014,PGA,1.4252617,1.285,0.221,1.285
+610,"20091219_M6.0_Karonga median gmf, Stations:None, gmlt:GEM, Rupture:USGS
+",4, None, GEM, USGS,AkkarEtAlRjb2014,PGA,0.30390298,,,
+610,"20091219_M6.0_Karonga median gmf, Stations:None, gmlt:GEM, Rupture:USGS
+",4, None, GEM, USGS,AtkinsonBoore2006Modified2011,PGA,0.9691264,,,
+610,"20091219_M6.0_Karonga median gmf, Stations:None, gmlt:GEM, Rupture:USGS
+",4, None, GEM, USGS,ChiouYoungs2014,PGA,0.3334797,,,
+610,"20091219_M6.0_Karonga median gmf, Stations:None, gmlt:GEM, Rupture:USGS
+",4, None, GEM, USGS,PezeshkEtAl2011NEHRPBC,PGA,0.8714153,,,
+611,"20091219_M6.0_Karonga median gmf, Stations:None, gmlt:GEM, Rupture:HolmgrenEtAl2023
+",4, None, GEM, HolmgrenEtAl2023,AkkarEtAlRjb2014,PGA,0.30390298,,,
+611,"20091219_M6.0_Karonga median gmf, Stations:None, gmlt:GEM, Rupture:HolmgrenEtAl2023
+",4, None, GEM, HolmgrenEtAl2023,AtkinsonBoore2006Modified2011,PGA,1.1789109,,,
+611,"20091219_M6.0_Karonga median gmf, Stations:None, gmlt:GEM, Rupture:HolmgrenEtAl2023
+",4, None, GEM, HolmgrenEtAl2023,ChiouYoungs2014,PGA,0.36589018,,,
+611,"20091219_M6.0_Karonga median gmf, Stations:None, gmlt:GEM, Rupture:HolmgrenEtAl2023
+",4, None, GEM, HolmgrenEtAl2023,PezeshkEtAl2011NEHRPBC,PGA,0.95667034,,,
+612,"20091219_M6.0_Karonga median gmf, Stations:None, gmlt:USGS, Rupture:USGS
+",4, None, USGS, USGS,AbrahamsonEtAl2014,PGA,0.42470297,,,
+612,"20091219_M6.0_Karonga median gmf, Stations:None, gmlt:USGS, Rupture:USGS
+",4, None, USGS, USGS,BooreEtAl2014,PGA,0.39186355,,,
+612,"20091219_M6.0_Karonga median gmf, Stations:None, gmlt:USGS, Rupture:USGS
+",4, None, USGS, USGS,CampbellBozorgnia2014,PGA,0.3354496,,,
+612,"20091219_M6.0_Karonga median gmf, Stations:None, gmlt:USGS, Rupture:USGS
+",4, None, USGS, USGS,ChiouYoungs2014,PGA,0.3334797,,,
+613,"20091219_M6.0_Karonga median gmf, Stations:None, gmlt:USGS, Rupture:HolmgrenEtAl2023
+",4, None, USGS, HolmgrenEtAl2023,AbrahamsonEtAl2014,PGA,0.44367504,,,
+613,"20091219_M6.0_Karonga median gmf, Stations:None, gmlt:USGS, Rupture:HolmgrenEtAl2023
+",4, None, USGS, HolmgrenEtAl2023,BooreEtAl2014,PGA,0.39186355,,,
+613,"20091219_M6.0_Karonga median gmf, Stations:None, gmlt:USGS, Rupture:HolmgrenEtAl2023
+",4, None, USGS, HolmgrenEtAl2023,CampbellBozorgnia2014,PGA,0.35853016,,,
+613,"20091219_M6.0_Karonga median gmf, Stations:None, gmlt:USGS, Rupture:HolmgrenEtAl2023
+",4, None, USGS, HolmgrenEtAl2023,ChiouYoungs2014,PGA,0.36589018,,,
diff --git a/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/gmf_median_PGA_610.csv b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/gmf_median_PGA_610.csv
new file mode 100644
index 00000000..87567e3f
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/gmf_median_PGA_610.csv
@@ -0,0 +1,192 @@
+# 20091219_M6.0_Karonga median gmf, Stations:None, gmlt:GEM, Rupture:USGS
+custom_site_id,lon,lat,AkkarEtAlRjb2014,AtkinsonBoore2006Modified2011,ChiouYoungs2014,PezeshkEtAl2011NEHRPBC
+t_0,33.36884,-14.05999,0.001276927,0.0045352704,0.00027631683,0.0022631343
+t_1,33.36884,-13.62388,0.0014863302,0.0054205186,0.00045029185,0.0028124137
+t_10,33.818,-13.62388,0.0012687984,0.00448587,0.00037577457,0.0028512126
+t_100,33.72817,-9.84258,0.05849805,0.12218897,0.064604335,0.115103535
+t_101,33.99766,-9.84258,0.04187419,0.078837685,0.044695698,0.08213193
+t_102,33.90783,-9.75406,0.034442667,0.063836135,0.037293643,0.06565803
+t_103,33.72817,-9.75406,0.03764458,0.07371897,0.04246864,0.06660504
+t_104,33.818,-9.75406,0.04101091,0.07776555,0.045876954,0.06910278
+t_105,33.18918,-9.48835,0.00995573,0.022888785,0.01201083,0.018057408
+t_106,33.45867,-9.66551,0.0148046855,0.025653278,0.016279785,0.028805008
+t_107,33.63834,-9.66551,0.02131348,0.03856378,0.023585618,0.039985757
+t_108,33.36884,-9.66551,0.018660823,0.03252464,0.02291011,0.023684815
+t_109,33.54851,-9.66551,0.017149819,0.03045996,0.018681707,0.034543347
+t_11,33.818,-13.18696,0.0018473979,0.007137828,0.0007946176,0.0036382808
+t_110,33.54851,-9.48835,0.01412112,0.023487352,0.016686361,0.020342948
+t_111,33.36884,-9.48835,0.009008894,0.016914401,0.01006064,0.01889777
+t_112,33.90783,-9.66551,0.03328846,0.07366867,0.042067613,0.043696582
+t_113,33.818,-9.66551,0.027476205,0.049712732,0.03116138,0.04500289
+t_114,33.72817,-9.66551,0.02174566,0.03938262,0.023732482,0.04355783
+t_115,33.72817,-9.48835,0.015130596,0.025297647,0.017663844,0.023064187
+t_116,33.00952,-9.3111,0.0066300207,0.02136917,0.007718934,0.016578972
+t_118,35.16547,-14.05999,0.0008584076,0.002829409,0.000146885,0.0020676665
+t_12,33.818,-12.74926,0.0019039498,0.0072343294,0.0010587849,0.004790406
+t_120,34.71632,-14.49527,0.0011113206,0.0038801292,0.00016089654,0.0017978647
+t_121,34.71632,-14.05999,0.0008938969,0.0029806884,0.00016758982,0.0021812862
+t_122,34.71632,-13.62388,0.001049121,0.00364867,0.00027562052,0.002689496
+t_123,34.26716,-14.05999,0.0011021473,0.0037316175,0.00022922718,0.0022595301
+t_124,34.26716,-13.62388,0.0015414825,0.005858233,0.00047039427,0.0028068835
+t_125,34.26716,-13.18696,0.0018937853,0.007634286,0.0008036026,0.0035662658
+t_126,34.26716,-12.74926,0.002475042,0.010969253,0.0014463464,0.0046648034
+t_127,34.26716,-12.3108,0.00210288,0.008137598,0.0014521382,0.006343596
+t_128,34.08749,-12.3108,0.002144332,0.008311171,0.001507483,0.0064921314
+t_129,34.08749,-12.13521,0.0024167926,0.009445545,0.0018788415,0.0074743996
+t_13,33.72817,-12.3108,0.0022591513,0.00877998,0.001620268,0.0065786615
+t_130,34.26716,-12.13521,0.0023615528,0.009217339,0.0018035846,0.007275223
+t_131,34.08749,-11.9595,0.0037373127,0.01527879,0.003444838,0.00870063
+t_132,34.44682,-11.78368,0.0029495056,0.011622983,0.002633515,0.009412074
+t_133,34.44682,-11.60775,0.0034019065,0.013442988,0.003277798,0.011079498
+t_134,34.44682,-11.43171,0.0039757295,0.015712539,0.0040897033,0.013213665
+t_135,34.26716,-11.9595,0.002679252,0.010527203,0.0022493224,0.008428744
+t_136,34.26716,-11.78368,0.0030772365,0.012141605,0.0028145644,0.009882991
+t_137,34.08749,-11.78368,0.0033231457,0.013158233,0.0031198494,0.010261762
+t_138,34.26716,-11.60775,0.0041403384,0.016489364,0.004230751,0.01175526
+t_139,34.08749,-11.60775,0.0042020665,0.01673597,0.004328458,0.012296547
+t_14,33.90783,-12.3108,0.0019105675,0.0074080094,0.0013152207,0.0065723336
+t_140,34.08749,-11.43171,0.004530492,0.01792444,0.0048438944,0.0150252795
+t_141,34.26716,-11.43171,0.0035822724,0.01422691,0.0036185193,0.014222393
+t_142,34.08749,-11.25555,0.0067448984,0.023357939,0.0079550585,0.01628975
+t_143,34.26716,-11.25555,0.0051318193,0.018466845,0.0056798463,0.016047865
+t_144,34.08749,-11.07929,0.007300063,0.02030217,0.008550192,0.017196892
+t_145,34.44682,-11.25555,0.0047158375,0.018255215,0.0051158904,0.015720718
+t_146,34.44682,-11.07929,0.00568441,0.018709563,0.006414528,0.01644283
+t_147,34.26716,-11.07929,0.006358452,0.018959502,0.007288742,0.016874844
+t_148,34.08749,-10.90292,0.007712592,0.016686348,0.0086603975,0.018270623
+t_149,34.26716,-10.90292,0.008114263,0.019449223,0.009468091,0.017813176
+t_15,33.90783,-12.13521,0.002164281,0.008457154,0.0016491018,0.0075827404
+t_150,34.26716,-10.72645,0.010700518,0.019923603,0.012488062,0.018877491
+t_151,34.08749,-10.72645,0.014698327,0.024239477,0.017592715,0.020145234
+t_152,34.17733,-10.54988,0.016478313,0.027987741,0.018637374,0.028303396
+t_153,34.26716,-10.54988,0.014496697,0.024100129,0.016680945,0.023368733
+t_154,33.72817,-11.07929,0.008637485,0.023037227,0.010408829,0.017424187
+t_155,33.90783,-10.90292,0.010100867,0.020402532,0.011844093,0.018574232
+t_156,33.72817,-10.90292,0.008965386,0.017874561,0.010198278,0.018600907
+t_157,33.90783,-10.72645,0.015723972,0.02668279,0.018444804,0.023430288
+t_158,33.72817,-10.72645,0.015214186,0.025774403,0.017641956,0.023775348
+t_159,33.90783,-10.54988,0.027193325,0.050662275,0.03133272,0.044017684
+t_16,33.72817,-12.13521,0.0029086943,0.011473433,0.0023826193,0.0075913104
+t_160,33.818,-10.54988,0.029245589,0.05525667,0.03370981,0.04674781
+t_161,33.72817,-10.54988,0.027370898,0.051129106,0.031230599,0.045351837
+t_162,33.99766,-10.54988,0.022183668,0.039283168,0.024820413,0.03905745
+t_163,33.818,-10.46155,0.0468615,0.10513131,0.056823734,0.07312946
+t_164,34.08749,-10.54988,0.01659534,0.028943677,0.017978368,0.033781495
+t_165,34.08749,-10.46155,0.021295497,0.038343795,0.022668345,0.04548803
+t_166,34.17733,-10.46155,0.025747802,0.046521887,0.030718321,0.035841428
+t_167,34.26716,-10.46155,0.016879627,0.028703555,0.019231455,0.028133685
+t_168,34.26716,-10.3732,0.019400302,0.033643212,0.021888975,0.03329468
+t_169,34.17733,-10.3732,0.032633845,0.063714065,0.03943151,0.045031454
+t_17,33.90783,-11.9595,0.0027714844,0.01090514,0.0023831127,0.008850957
+t_170,34.08749,-10.3732,0.039171945,0.07418969,0.044682246,0.06217204
+t_171,34.08749,-10.28483,0.051632605,0.10073616,0.058712494,0.083019845
+t_172,34.26716,-10.28483,0.021634862,0.03806873,0.02422023,0.037954837
+t_173,33.99766,-10.46155,0.030927852,0.056769744,0.034074355,0.055910088
+t_174,33.90783,-10.46155,0.038086124,0.07432842,0.043076824,0.066360265
+t_175,33.72817,-10.46155,0.029211504,0.05747712,0.030535657,0.069579154
+t_176,33.99766,-10.3732,0.041960217,0.07913203,0.044385884,0.08469606
+t_177,33.72817,-10.3732,0.045455553,0.09744109,0.046469964,0.1197489
+t_178,33.818,-10.3732,0.054219246,0.11651773,0.05643085,0.13166371
+t_179,33.90783,-10.3732,0.044090856,0.090092614,0.045061108,0.11060039
+t_18,33.54851,-12.13521,0.002990401,0.011814668,0.0024534056,0.0074993945
+t_180,33.90783,-10.28483,0.09493915,0.19537504,0.09473265,0.20902452
+t_181,33.72817,-10.28483,0.09807431,0.23224483,0.101827934,0.2410418
+t_182,33.818,-10.28483,0.09795904,0.2620907,0.09565616,0.30289105
+t_183,34.17733,-10.28483,0.02933295,0.053518105,0.032132827,0.054461453
+t_184,34.08749,-10.19643,0.049699884,0.09452567,0.05233047,0.09955435
+t_185,34.26716,-10.19643,0.022944497,0.040676855,0.025577813,0.04071661
+t_186,34.17733,-10.19643,0.032171924,0.059250537,0.035011146,0.060666945
+t_187,34.17733,-10.108,0.031894743,0.05868545,0.034729704,0.060053505
+t_188,34.08749,-10.108,0.048925355,0.09296889,0.05157979,0.09781806
+t_189,34.17733,-10.01955,0.029422391,0.053685617,0.032220475,0.054642227
+t_19,33.36884,-11.9595,0.0039756703,0.017941196,0.0037051553,0.008480451
+t_190,34.08749,-10.01955,0.043852974,0.08280536,0.046638962,0.08652159
+t_191,34.08749,-9.93108,0.038584165,0.07220474,0.04143867,0.07482245
+t_2,33.36884,-13.18696,0.0019360842,0.007987209,0.00082887855,0.0035752135
+t_20,33.54851,-11.9595,0.0032440436,0.012865885,0.0028854404,0.00873523
+t_21,33.18918,-11.78368,0.0041290936,0.017509403,0.0040120734,0.009448381
+t_22,33.36884,-11.78368,0.0044161147,0.019275727,0.0044336594,0.009949433
+t_23,33.54851,-11.78368,0.004041399,0.016182747,0.0039877524,0.010311183
+t_24,33.54851,-11.60775,0.0051580644,0.02169267,0.005613282,0.01236987
+t_25,33.18918,-11.60775,0.0043101716,0.017280282,0.0043936986,0.011116154
+t_26,33.36884,-11.60775,0.0049214107,0.020478733,0.0052558575,0.011837481
+t_27,33.72817,-11.9595,0.0029772194,0.011753487,0.0026060028,0.008862888
+t_28,33.90783,-11.78368,0.0035793036,0.014217688,0.0034388946,0.01047716
+t_29,33.72817,-11.78368,0.0040274803,0.016110728,0.003986423,0.010494331
+t_3,33.36884,-12.74926,0.0021325909,0.008141145,0.0011977898,0.004680312
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+t_31,33.90783,-11.60775,0.0043066954,0.01715524,0.0044789105,0.012617522
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+t_92,33.54851,-9.84258,0.04108917,0.08318592,0.04803064,0.06536017
+t_93,33.36884,-9.75406,0.021687739,0.03895766,0.02639929,0.028643401
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+t_98,33.818,-9.84258,0.05931043,0.115790926,0.062295068,0.12017324
+t_99,33.90783,-9.84258,0.067677915,0.14717674,0.08245395,0.107993454
diff --git a/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/gmf_median_PGA_611.csv b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/gmf_median_PGA_611.csv
new file mode 100644
index 00000000..bfc50b09
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/gmf_median_PGA_611.csv
@@ -0,0 +1,192 @@
+# 20091219_M6.0_Karonga median gmf, Stations:None, gmlt:GEM, Rupture:HolmgrenEtAl2023
+custom_site_id,lon,lat,AkkarEtAlRjb2014,AtkinsonBoore2006Modified2011,ChiouYoungs2014,PezeshkEtAl2011NEHRPBC
+t_0,33.36884,-14.05999,0.0012777506,0.0045384676,0.0002660104,0.0022647795
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+t_10,33.818,-13.62388,0.0012698488,0.0044899303,0.00036188174,0.0028539135
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+t_16,33.72817,-12.13521,0.0029127453,0.011489831,0.0022952615,0.0076033105
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+t_2,33.36884,-13.18696,0.0019376213,0.007993941,0.00079803815,0.0035784119
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+t_6,33.36884,-12.13521,0.0030748767,0.012170486,0.0024159406,0.007323465
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+t_98,33.818,-9.84258,0.05851698,0.116123356,0.059762977,0.1205385
+t_99,33.90783,-9.84258,0.06724516,0.14838989,0.07989452,0.10948701
diff --git a/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/gmf_median_PGA_612.csv b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/gmf_median_PGA_612.csv
new file mode 100644
index 00000000..88642fbd
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/gmf_median_PGA_612.csv
@@ -0,0 +1,192 @@
+# 20091219_M6.0_Karonga median gmf, Stations:None, gmlt:USGS, Rupture:USGS
+custom_site_id,lon,lat,AbrahamsonEtAl2014,BooreEtAl2014,CampbellBozorgnia2014,ChiouYoungs2014
+t_0,33.36884,-14.05999,0.00029008262,0.00038047496,0.00031331097,0.00027631683
+t_1,33.36884,-13.62388,0.0004532383,0.0006068096,0.0004693565,0.00045029185
+t_10,33.818,-13.62388,0.00038502953,0.00049003155,0.00042466476,0.00037577457
+t_100,33.72817,-9.84258,0.07534719,0.08651602,0.0703951,0.064604335
+t_101,33.99766,-9.84258,0.052065346,0.06186147,0.050993,0.044695698
+t_102,33.90783,-9.75406,0.044304747,0.05292506,0.04351197,0.037293643
+t_103,33.72817,-9.75406,0.05092599,0.06091234,0.0474645,0.04246864
+t_104,33.818,-9.75406,0.05329043,0.06587891,0.049633976,0.045876954
+t_105,33.18918,-9.48835,0.013490589,0.017883578,0.013614242,0.01201083
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+t_108,33.36884,-9.66551,0.026987199,0.03553327,0.024859821,0.02291011
+t_109,33.54851,-9.66551,0.023590675,0.02720372,0.024824528,0.018681707
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+t_16,33.72817,-12.13521,0.0022887427,0.0031258103,0.0022171482,0.0023826193
+t_160,33.818,-10.54988,0.040946085,0.050468937,0.03771648,0.03370981
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+t_163,33.818,-10.46155,0.06694831,0.081589326,0.05718132,0.056823734
+t_164,34.08749,-10.54988,0.022266155,0.025925975,0.023874382,0.017978368
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+t_168,34.26716,-10.3732,0.026576715,0.03256037,0.026480477,0.021888975
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+t_176,33.99766,-10.3732,0.05185233,0.061022196,0.051789306,0.044385884
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+t_191,34.08749,-9.93108,0.048697516,0.057972956,0.047654033,0.04143867
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+t_98,33.818,-9.84258,0.07005424,0.08249593,0.0693747,0.062295068
+t_99,33.90783,-9.84258,0.089446776,0.11162226,0.076302536,0.08245395
diff --git a/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/gmf_median_PGA_613.csv b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/gmf_median_PGA_613.csv
new file mode 100644
index 00000000..5077ed5f
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/gmf_median_PGA_613.csv
@@ -0,0 +1,192 @@
+# 20091219_M6.0_Karonga median gmf, Stations:None, gmlt:USGS, Rupture:HolmgrenEtAl2023
+custom_site_id,lon,lat,AbrahamsonEtAl2014,BooreEtAl2014,CampbellBozorgnia2014,ChiouYoungs2014
+t_0,33.36884,-14.05999,0.00027500166,0.0003812287,0.0003137573,0.0002660104
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+t_10,33.818,-13.62388,0.0003651382,0.0004911581,0.00042541276,0.00036188174
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+t_16,33.72817,-12.13521,0.002171653,0.0031338022,0.0022223743,0.0022952615
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+t_176,33.99766,-10.3732,0.05025664,0.061720356,0.053000107,0.04361839
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+t_188,34.08749,-10.108,0.056972694,0.07035312,0.05913117,0.050485346
+t_189,34.17733,-10.01955,0.03712082,0.046764545,0.03839921,0.031302292
+t_19,33.36884,-11.9595,0.0033086936,0.00510706,0.0030838305,0.003568025
+t_190,34.08749,-10.01955,0.052109104,0.06454989,0.05396642,0.04556151
+t_191,34.08749,-9.93108,0.04676147,0.058191173,0.048345204,0.04030638
+t_2,33.36884,-13.18696,0.00075737416,0.0011216081,0.000769254,0.00079803815
+t_20,33.54851,-11.9595,0.0026502584,0.0038216102,0.0027079796,0.002779076
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+t_23,33.54851,-11.78368,0.0036720268,0.00542536,0.003627687,0.0038411443
+t_24,33.54851,-11.60775,0.0052087735,0.007880106,0.004965015,0.005407817
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+t_29,33.72817,-11.78368,0.003685241,0.0054150796,0.003667364,0.0038410493
+t_3,33.36884,-12.74926,0.0010839832,0.0015775001,0.0011133526,0.0011532502
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+t_31,33.90783,-11.60775,0.0042647044,0.0060860533,0.004401235,0.004317259
+t_32,33.72817,-11.43171,0.006204774,0.009070912,0.0062047145,0.0062005133
+t_33,33.90783,-11.43171,0.0071744365,0.010866538,0.0068058465,0.0072719404
+t_34,33.90783,-11.25555,0.008244687,0.011970843,0.008322956,0.007989703
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+t_36,33.90783,-11.07929,0.010551743,0.014906123,0.011085592,0.009775381
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+t_38,33.54851,-11.43171,0.0060735666,0.008916382,0.0060380674,0.0060992856
+t_39,33.36884,-11.43171,0.006195047,0.0093082,0.0059548314,0.006317303
+t_4,33.54851,-12.3108,0.0017907078,0.0026071935,0.0018185609,0.0019091177
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+t_49,33.54851,-10.54988,0.025088143,0.0315146,0.02662328,0.020420691
+t_5,33.36884,-12.3108,0.0020186729,0.0030570172,0.0019454119,0.0021853196
+t_50,33.63834,-10.46155,0.04406749,0.05586693,0.043339755,0.036822814
+t_51,33.54851,-10.46155,0.029955693,0.03647045,0.03195768,0.024164923
+t_52,33.54851,-10.3732,0.04774925,0.06084585,0.046118233,0.04017139
+t_53,33.45867,-10.3732,0.0441396,0.059186112,0.03998411,0.03754452
+t_54,33.63834,-10.3732,0.054411348,0.065447815,0.0554516,0.04576566
+t_55,33.45867,-10.28483,0.04034899,0.051769502,0.03959782,0.033648025
+t_56,33.54851,-10.28483,0.050909884,0.061942518,0.051579848,0.04263907
+t_57,33.63834,-10.28483,0.08068743,0.096129775,0.07963406,0.07080005
+t_58,33.99766,-10.28483,0.07931396,0.10048425,0.08033698,0.07441841
+t_59,33.818,-10.19643,0.29853758,0.2578865,0.28925532,0.2485227
+t_6,33.36884,-12.13521,0.0022599795,0.003344169,0.002240237,0.0024159406
+t_60,33.99766,-10.19643,0.10034856,0.12828752,0.10308166,0.09935395
+t_61,33.72817,-10.19643,0.17155409,0.1768285,0.1808057,0.15340354
+t_62,33.90783,-10.19643,0.21618241,0.2553132,0.18981987,0.20487879
+t_63,33.99766,-10.108,0.114209265,0.1471181,0.10783486,0.11366443
+t_64,33.72817,-10.108,0.20978555,0.20860845,0.21778925,0.1847009
+t_65,33.90783,-10.108,0.20407015,0.24905387,0.18385547,0.19772166
+t_66,33.818,-10.108,0.44367504,0.39186355,0.35853016,0.36589018
+t_67,33.63834,-10.108,0.100710385,0.112400435,0.10533259,0.08942164
+t_68,33.63834,-10.19643,0.09470808,0.109568805,0.09547976,0.08427899
+t_69,33.45867,-10.19643,0.039649643,0.04934846,0.040263414,0.032716725
+t_7,32.91968,-13.62388,0.00038359803,0.0005366435,0.0004271172,0.0003831017
+t_70,33.54851,-10.19643,0.07101518,0.08868396,0.06554911,0.061584115
+t_71,33.45867,-10.108,0.03764901,0.04484956,0.040057156,0.030566424
+t_72,33.36884,-10.108,0.03796942,0.05034539,0.036100436,0.0319448
+t_73,33.54851,-10.108,0.06823439,0.082972236,0.066892624,0.058903404
+t_74,33.45867,-10.01955,0.047366526,0.0599706,0.04620593,0.039769784
+t_75,33.36884,-10.01955,0.027321063,0.033330638,0.029450072,0.022004295
+t_76,33.54851,-10.01955,0.055666037,0.06378979,0.05960722,0.046520855
+t_77,33.63834,-10.01955,0.08296492,0.08742384,0.09594579,0.072130896
+t_78,33.72817,-10.01955,0.21287632,0.22035962,0.21434225,0.19253838
+t_79,33.90783,-10.01955,0.17572235,0.21589117,0.16025463,0.17282064
+t_8,32.91968,-13.18696,0.0006133691,0.000879084,0.00065253413,0.0006353586
+t_80,33.818,-10.01955,0.33336,0.336809,0.2704258,0.2877238
+t_81,33.99766,-10.01955,0.079548545,0.09820332,0.0840705,0.07506317
+t_82,33.90783,-9.93108,0.127393,0.161822,0.11562626,0.127427
+t_83,33.72817,-9.93108,0.119086936,0.13598873,0.11812031,0.10826172
+t_84,33.63834,-9.93108,0.08817731,0.10494097,0.08588761,0.07809785
+t_85,33.99766,-9.93108,0.06613965,0.08144104,0.06910648,0.060132362
+t_86,33.818,-9.93108,0.11738173,0.14286351,0.124557115,0.11489362
+t_87,33.45867,-9.93108,0.04439843,0.056908123,0.043027576,0.037221067
+t_88,33.36884,-9.93108,0.023413654,0.028025566,0.026307888,0.01873482
+t_89,33.54851,-9.93108,0.06396678,0.07977755,0.06078309,0.05496298
+t_9,33.818,-14.05999,0.00023961758,0.0003184351,0.00028838374,0.00022854276
+t_90,33.36884,-9.84258,0.034688193,0.047164988,0.032458853,0.02946314
+t_91,33.45867,-9.84258,0.041707013,0.05499953,0.039260946,0.035143893
+t_92,33.54851,-9.84258,0.053898674,0.06930654,0.050177213,0.0458154
+t_93,33.36884,-9.75406,0.029584669,0.04058591,0.028289517,0.02523548
+t_94,33.45867,-9.75406,0.024517203,0.030140063,0.02661454,0.019771807
+t_95,33.54851,-9.75406,0.035969026,0.046027344,0.035953738,0.029797118
+t_96,33.63834,-9.75406,0.03477216,0.04150555,0.03728304,0.028115395
+t_97,33.63834,-9.84258,0.05585804,0.067526795,0.056493275,0.04716183
+t_98,33.818,-9.84258,0.066474915,0.08164241,0.06939147,0.059762977
+t_99,33.90783,-9.84258,0.085851714,0.111077614,0.07691116,0.07989452
diff --git a/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/gmf_median_PGA_616.csv b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/gmf_median_PGA_616.csv
new file mode 100644
index 00000000..24a1bd76
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/gmf_median_PGA_616.csv
@@ -0,0 +1,195 @@
+# 20091219_M6.0_Karonga median gmf, Stations:Seismic, gmlt:USGS, Rupture:USGS
+custom_site_id,lon,lat,AbrahamsonEtAl2014,BooreEtAl2014,CampbellBozorgnia2014,ChiouYoungs2014
+s_1,35.6507,-10.6738,0.00912937,0.008857308,0.007869508,0.007051879
+s_5,32.0591,-8.566,0.0052040005,0.004961207,0.004610897,0.0040298044
+s_6,35.3132,-8.3057,0.0053820373,0.0052049793,0.0046937894,0.004204922
+t_0,33.36884,-14.05999,0.0010113548,0.0009475561,0.0009656001,0.0007188735
+t_1,33.36884,-13.62388,0.0015799557,0.0015112327,0.0014462586,0.0011712862
+t_10,33.818,-13.62388,0.0013425653,0.001220402,0.0013089469,0.0009777551
+t_100,33.72817,-9.84258,0.25477454,0.21551198,0.2074392,0.16433787
+t_101,33.99766,-9.84258,0.18084733,0.15410526,0.15485139,0.115686744
+t_102,33.90783,-9.75406,0.15398438,0.13184078,0.1324191,0.09659739
+t_103,33.72817,-9.75406,0.17412925,0.15174621,0.14206018,0.1088354
+t_104,33.818,-9.75406,0.18151808,0.16410609,0.14793836,0.11718205
+t_105,33.18918,-9.48835,0.048364893,0.046069358,0.043103315,0.03240125
+t_106,33.45867,-9.66551,0.071420565,0.05942393,0.0671701,0.04247767
+t_107,33.63834,-9.66551,0.10307783,0.086607695,0.09054775,0.061282218
+t_108,33.36884,-9.66551,0.09241563,0.088911265,0.07492661,0.058782663
+t_109,33.54851,-9.66551,0.08238235,0.067839876,0.076585405,0.04866975
+t_11,33.818,-13.18696,0.002681559,0.0026400026,0.0023295449,0.002066059
+t_110,33.54851,-9.48835,0.06883745,0.06314323,0.06071449,0.043292336
+t_111,33.36884,-9.48835,0.04267735,0.036221325,0.043505143,0.026462547
+t_112,33.90783,-9.66551,0.15887949,0.15863606,0.11875422,0.1037792
+t_113,33.818,-9.66551,0.12812786,0.11544857,0.10683974,0.08031226
+t_114,33.72817,-9.66551,0.1032804,0.08540817,0.093191214,0.061714996
+t_115,33.72817,-9.48835,0.07309131,0.066255316,0.06469113,0.04580103
+t_116,33.00952,-9.3111,0.035030674,0.033691745,0.031102318,0.025783254
+t_118,35.16547,-14.05999,0.00057322916,0.0004769186,0.0006340951,0.00038225294
+t_12,33.818,-12.74926,0.0035753066,0.0033811708,0.003225375,0.0027540752
+t_120,34.71632,-14.49527,0.0006227412,0.00057098083,0.0006231856,0.00041864018
+t_121,34.71632,-14.05999,0.0006461892,0.0005418281,0.0007052339,0.00043613353
+t_122,34.71632,-13.62388,0.0010153594,0.0008727525,0.0010562864,0.00071725785
+t_123,34.26716,-14.05999,0.0008538727,0.00076476834,0.0008636757,0.0005964702
+t_124,34.26716,-13.62388,0.0016437994,0.0015903896,0.0014825403,0.0012234628
+t_125,34.26716,-13.18696,0.0027051743,0.0026925001,0.002319065,0.0020891272
+t_126,34.26716,-12.74926,0.0047231563,0.0048734667,0.0038168028,0.003755784
+t_127,34.26716,-12.3108,0.004969022,0.004553581,0.0045859287,0.0037781943
+t_128,34.08749,-12.3108,0.005158924,0.004731807,0.0047530914,0.003922154
+t_129,34.08749,-12.13521,0.006447075,0.0059404774,0.0058877626,0.0048880447
+t_13,33.72817,-12.3108,0.005508451,0.0051279333,0.0049957293,0.0042150263
+t_130,34.26716,-12.13521,0.0061817714,0.005690685,0.0056538,0.0046923137
+t_131,34.08749,-11.9595,0.011398144,0.01163819,0.00919646,0.008931985
+t_132,34.44682,-11.78368,0.009108416,0.008441694,0.008243847,0.006850556
+t_133,34.44682,-11.60775,0.011476991,0.010654568,0.0103609655,0.008525614
+t_134,34.44682,-11.43171,0.014562889,0.013520834,0.0131529495,0.010635974
+t_135,34.26716,-11.9595,0.0077418056,0.0071543325,0.0070312535,0.005851533
+t_136,34.26716,-11.78368,0.009771861,0.009060319,0.008835547,0.007321298
+t_137,34.08749,-11.78368,0.010816976,0.010180311,0.009615355,0.008113005
+t_138,34.26716,-11.60775,0.014561043,0.014199029,0.012457373,0.010987402
+t_139,34.08749,-11.60775,0.015075368,0.014560344,0.013012604,0.01124392
+t_14,33.90783,-12.3108,0.004579357,0.0040341923,0.004424337,0.0034226228
+t_140,34.08749,-11.43171,0.017532105,0.016322128,0.015769383,0.0125940805
+t_141,34.26716,-11.43171,0.013265454,0.011676557,0.012849637,0.009416353
+t_142,34.08749,-11.25555,0.028645827,0.028349763,0.024086269,0.0205855
+t_143,34.26716,-11.25555,0.020903941,0.019347502,0.019019313,0.01476761
+t_144,34.08749,-11.07929,0.032560695,0.03044791,0.02950748,0.022201495
+t_145,34.44682,-11.25555,0.018612983,0.01725217,0.016878078,0.013302531
+t_146,34.44682,-11.07929,0.023949105,0.022116276,0.021891128,0.01667584
+t_147,34.26716,-11.07929,0.027653517,0.025459908,0.025441268,0.01894591
+t_148,34.08749,-10.90292,0.03531423,0.03043044,0.035940845,0.022534491
+t_149,34.26716,-10.90292,0.03717906,0.0339461,0.034804214,0.02460251
+t_15,33.90783,-12.13521,0.005757765,0.0050999313,0.005508138,0.004291415
+t_150,34.26716,-10.72645,0.050760746,0.045809146,0.048088223,0.03243529
+t_151,34.08749,-10.72645,0.070837446,0.06654705,0.061713614,0.04542762
+t_152,34.17733,-10.54988,0.079003975,0.06893311,0.07075976,0.04839975
+t_153,34.26716,-10.54988,0.069671065,0.061971795,0.06282453,0.04330023
+t_154,33.72817,-11.07929,0.039468057,0.038116522,0.03436502,0.026931934
+t_155,33.90783,-10.90292,0.047964755,0.04355731,0.045187965,0.030748606
+t_156,33.72817,-10.90292,0.04220238,0.036698554,0.041876875,0.026525402
+t_157,33.90783,-10.72645,0.07674482,0.06977338,0.06672686,0.04771
+t_158,33.72817,-10.72645,0.07417714,0.066293776,0.065552846,0.045722898
+t_159,33.90783,-10.54988,0.13043648,0.11654672,0.10684584,0.08047959
+t_16,33.72817,-12.13521,0.007972445,0.0077846926,0.006824103,0.0061920686
+t_160,33.818,-10.54988,0.13986482,0.12569115,0.11302734,0.08627918
+t_161,33.72817,-10.54988,0.1311839,0.11617361,0.10804108,0.080335855
+t_162,33.99766,-10.54988,0.10504385,0.09144657,0.09139153,0.06434881
+t_163,33.818,-10.46155,0.21612975,0.20319588,0.16267672,0.13923922
+t_164,34.08749,-10.54988,0.07765383,0.06456784,0.07361061,0.046772994
+t_165,34.08749,-10.46155,0.09760114,0.08022,0.09149641,0.058970843
+t_166,34.17733,-10.46155,0.12274621,0.11674395,0.09754795,0.07815649
+t_167,34.26716,-10.46155,0.08096614,0.07147973,0.07175944,0.04990437
+t_168,34.26716,-10.3732,0.09248313,0.081092976,0.08097897,0.056782518
+t_169,34.17733,-10.3732,0.15316659,0.14813012,0.117441714,0.09877683
+t_17,33.90783,-11.9595,0.00825152,0.007608969,0.0075036427,0.006199629
+t_170,34.08749,-10.3732,0.1753884,0.1620834,0.13959502,0.113435365
+t_171,34.08749,-10.28483,0.22015843,0.20618325,0.1720237,0.1469674
+t_172,34.26716,-10.28483,0.10235664,0.08928608,0.08896985,0.06281544
+t_173,33.99766,-10.46155,0.14114885,0.12296331,0.12033304,0.0881101
+t_174,33.90783,-10.46155,0.17528997,0.15402114,0.14253202,0.11019446
+t_175,33.72817,-10.46155,0.13366812,0.104241155,0.12473596,0.07942772
+t_176,33.99766,-10.3732,0.18058059,0.15197526,0.15765047,0.114991486
+t_177,33.72817,-10.3732,0.19693093,0.14788349,0.18613361,0.120852925
+t_178,33.818,-10.3732,0.23600917,0.18080355,0.21037757,0.14636727
+t_179,33.90783,-10.3732,0.1861968,0.14441977,0.17705666,0.11719084
+t_18,33.54851,-12.13521,0.008165315,0.008066752,0.0068912627,0.0063737594
+t_180,33.90783,-10.28483,0.34789538,0.29154292,0.30899075,0.2440147
+t_181,33.72817,-10.28483,0.3942726,0.30616772,0.33496234,0.2608397
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+t_54,33.63834,-10.3732,0.19751784,0.16279466,0.16646028,0.122190826
+t_55,33.45867,-10.28483,0.14628784,0.129447,0.11921527,0.09001467
+t_56,33.54851,-10.28483,0.1857467,0.1548603,0.15576886,0.114533365
+t_57,33.63834,-10.28483,0.2856804,0.23998392,0.23251997,0.18611874
+t_58,33.99766,-10.28483,0.2746241,0.2466788,0.22923014,0.19093889
+t_59,33.818,-10.19643,0.99240357,0.6271865,0.8437423,0.60343444
+t_6,33.36884,-12.13521,0.008294913,0.008311675,0.0068779034,0.0065152687
+t_60,33.99766,-10.19643,0.34251168,0.314685,0.2886943,0.2520912
+t_61,33.72817,-10.19643,0.61887383,0.4456703,0.527611,0.40604895
+t_62,33.90783,-10.19643,0.6611066,0.61860096,0.4884114,0.48786375
+t_63,33.99766,-10.108,0.3643228,0.36338595,0.2854481,0.27448532
+t_64,33.72817,-10.108,0.75735945,0.52762556,0.63372546,0.48613897
+t_65,33.90783,-10.108,0.6504343,0.6110484,0.4864826,0.4814782
+t_66,33.818,-10.108,1.3218523,0.9759688,0.8927222,0.8315222
+t_67,33.63834,-10.108,0.36597112,0.28252596,0.31341216,0.23938406
+t_68,33.63834,-10.19643,0.3380718,0.27513343,0.27999228,0.22339128
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+t_79,33.90783,-10.01955,0.552581,0.53203,0.4199178,0.4192328
+t_8,32.91968,-13.18696,0.0022556386,0.0021857892,0.0020078658,0.0017169486
+t_80,33.818,-10.01955,1.0262158,0.8584828,0.6951255,0.69368184
+t_81,33.99766,-10.01955,0.28210515,0.2425467,0.2450264,0.1959881
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+t_9,33.818,-14.05999,0.00088115793,0.0007912742,0.0008874772,0.00061756116
+t_90,33.36884,-9.84258,0.12432366,0.11850937,0.09699733,0.07809594
+t_91,33.45867,-9.84258,0.1496102,0.13824755,0.11723278,0.0933156
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+t_93,33.36884,-9.75406,0.10703724,0.10208681,0.08527973,0.067408
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+t_97,33.63834,-9.84258,0.2049845,0.17012206,0.17146003,0.12761316
+t_98,33.818,-9.84258,0.24189298,0.20548688,0.20857462,0.1605759
+t_99,33.90783,-9.84258,0.27667132,0.27803478,0.20857945,0.195317
diff --git a/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/gmf_median_PGA_617.csv b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/gmf_median_PGA_617.csv
new file mode 100644
index 00000000..bb5ddf87
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/gmf_median_PGA_617.csv
@@ -0,0 +1,195 @@
+# 20091219_M6.0_Karonga median gmf, Stations:Seismic, gmlt:USGS, Rupture:HolmgrenEtAl2023
+custom_site_id,lon,lat,AbrahamsonEtAl2014,BooreEtAl2014,CampbellBozorgnia2014,ChiouYoungs2014
+s_1,35.6507,-10.6738,0.009019983,0.008887824,0.007897407,0.0069497675
+s_5,32.0591,-8.566,0.0051045744,0.0049440996,0.004595304,0.003943432
+s_6,35.3132,-8.3057,0.0052976464,0.0052038296,0.0046931957,0.0041291933
+t_0,33.36884,-14.05999,0.000997168,0.0009495332,0.0009669941,0.0007072343
+t_1,33.36884,-13.62388,0.0015578992,0.0015144058,0.0014484497,0.0011523706
+t_10,33.818,-13.62388,0.0013241845,0.0012233363,0.0013112776,0.00096225017
+t_100,33.72817,-9.84258,0.24939281,0.21325216,0.20578893,0.1601232
+t_101,33.99766,-9.84258,0.17985547,0.1539123,0.15641195,0.11440801
+t_102,33.90783,-9.75406,0.15212145,0.1311539,0.13279003,0.09490628
+t_103,33.72817,-9.75406,0.17053214,0.15049054,0.14110634,0.10618556
+t_104,33.818,-9.75406,0.17892,0.16287239,0.14776313,0.1148387
+t_105,33.18918,-9.48835,0.047400434,0.045830622,0.042865183,0.031699825
+t_106,33.45867,-9.66551,0.0698296,0.059005525,0.06675711,0.041451134
+t_107,33.63834,-9.66551,0.10079,0.08598087,0.08997765,0.059793513
+t_108,33.36884,-9.66551,0.09055074,0.088347144,0.074525386,0.057465117
+t_109,33.54851,-9.66551,0.08053274,0.06734218,0.07608996,0.04747743
+t_11,33.818,-13.18696,0.0026452814,0.0026465354,0.0023340166,0.0020335477
+t_110,33.54851,-9.48835,0.06741587,0.06278383,0.06042914,0.042316537
+t_111,33.36884,-9.48835,0.04177746,0.036015037,0.04330411,0.02586069
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+t_113,33.818,-9.66551,0.12609759,0.11473015,0.1066704,0.07866936
+t_114,33.72817,-9.66551,0.10114321,0.08480142,0.092689924,0.06026118
+t_115,33.72817,-9.48835,0.07170782,0.065897785,0.06446859,0.044810608
+t_116,33.00952,-9.3111,0.034429464,0.033557173,0.030971298,0.025301227
+t_118,35.16547,-14.05999,0.00056566397,0.0004782937,0.00063549087,0.00037643436
+t_12,33.818,-12.74926,0.0035274082,0.0033898752,0.0032321643,0.002710953
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+t_121,34.71632,-14.05999,0.0006375817,0.0005433239,0.0007067124,0.000429417
+t_122,34.71632,-13.62388,0.0010020065,0.0008752325,0.0010586882,0.0007063262
+t_123,34.26716,-14.05999,0.00084227324,0.00076673774,0.00086527754,0.0005871055
+t_124,34.26716,-13.62388,0.0016217256,0.0015946227,0.0014855001,0.0012044072
+t_125,34.26716,-13.18696,0.002669355,0.0026999698,0.0023241106,0.002056893
+t_126,34.26716,-12.74926,0.004661911,0.0048877113,0.003826,0.0036986202
+t_127,34.26716,-12.3108,0.004905441,0.004567925,0.0045985417,0.0037210602
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+t_129,34.08749,-12.13521,0.0063645784,0.005958891,0.005904139,0.0048138737
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+t_130,34.26716,-12.13521,0.006103851,0.0057100384,0.005670637,0.004620372
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+t_132,34.44682,-11.78368,0.009001062,0.008472455,0.0082754595,0.0067523187
+t_133,34.44682,-11.60775,0.011345313,0.010695462,0.010404436,0.008405088
+t_134,34.44682,-11.43171,0.014401414,0.013575913,0.013214016,0.0104882745
+t_135,34.26716,-11.9595,0.0076463455,0.0071783536,0.0070541133,0.005764928
+t_136,34.26716,-11.78368,0.009654711,0.009092003,0.0088674985,0.007214795
+t_137,34.08749,-11.78368,0.010682789,0.010214646,0.0096462555,0.007992055
+t_138,34.26716,-11.60775,0.014393939,0.014251329,0.0125079965,0.010831496
+t_139,34.08749,-11.60775,0.014893067,0.014612115,0.01305822,0.0110787945
+t_14,33.90783,-12.3108,0.004519296,0.0040455516,0.004435202,0.003369731
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+t_145,34.44682,-11.25555,0.018415535,0.017327402,0.016965909,0.013121998
+t_146,34.44682,-11.07929,0.02370948,0.022220427,0.022020567,0.0164563
+t_147,34.26716,-11.07929,0.027380614,0.025578832,0.02559644,0.018697353
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+t_149,34.26716,-10.90292,0.0368502,0.034123555,0.035058815,0.024298318
+t_15,33.90783,-12.13521,0.0056829406,0.0051147235,0.0055224625,0.004225428
+t_150,34.26716,-10.72645,0.05038517,0.04608252,0.048413683,0.03207215
+t_151,34.08749,-10.72645,0.07038225,0.06694215,0.062160645,0.04495254
+t_152,34.17733,-10.54988,0.0786614,0.069438346,0.071488716,0.047995906
+t_153,34.26716,-10.54988,0.06929237,0.06239702,0.06338665,0.0428916
+t_154,33.72817,-11.07929,0.03900998,0.03824713,0.03449989,0.026542662
+t_155,33.90783,-10.90292,0.047469582,0.043762207,0.045445636,0.030340536
+t_156,33.72817,-10.90292,0.04172093,0.036837265,0.042072836,0.026148582
+t_157,33.90783,-10.72645,0.07607987,0.07016612,0.06711271,0.047154438
+t_158,33.72817,-10.72645,0.073413596,0.06657391,0.06584841,0.04512483
+t_159,33.90783,-10.54988,0.12973651,0.117391825,0.10777721,0.07981408
+t_16,33.72817,-12.13521,0.007867638,0.0078054173,0.006840295,0.006095921
+t_160,33.818,-10.54988,0.13901594,0.1264956,0.11393085,0.085524485
+t_161,33.72817,-10.54988,0.13011785,0.116741434,0.10873027,0.07947498
+t_162,33.99766,-10.54988,0.104678586,0.09213389,0.09239482,0.06389271
+t_163,33.818,-10.46155,0.21589965,0.2046684,0.16428602,0.13863373
+t_164,34.08749,-10.54988,0.07739777,0.06506136,0.074453674,0.046429317
+t_165,34.08749,-10.46155,0.09755874,0.080928974,0.09284709,0.058709886
+t_166,34.17733,-10.46155,0.12257261,0.11765191,0.09869475,0.0776952
+t_167,34.26716,-10.46155,0.080614224,0.07199905,0.072490536,0.049485598
+t_168,34.26716,-10.3732,0.09216825,0.08169933,0.0818939,0.05635915
+t_169,34.17733,-10.3732,0.15334336,0.14933887,0.119017355,0.098421395
+t_17,33.90783,-11.9595,0.008145551,0.007631804,0.007524437,0.006104961
+t_170,34.08749,-10.3732,0.17614985,0.16367812,0.14208357,0.11342906
+t_171,34.08749,-10.28483,0.2220568,0.20837231,0.17573968,0.14754952
+t_172,34.26716,-10.28483,0.10205386,0.08993644,0.090028755,0.06237541
+t_173,33.99766,-10.46155,0.14128742,0.124077424,0.122183606,0.08786352
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diff --git a/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/log_calc_610.txt b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/log_calc_610.txt
new file mode 100644
index 00000000..2fcf8f54
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/log_calc_610.txt
@@ -0,0 +1,22 @@
+job_id: 610
+job_description: 20091219_M6.0_Karonga median gmf, Stations:None, gmlt:GEM, Rupture:USGS
+
+nicolepaul@Nicoles-MBP running /Users/nicolepaul/Code/earthquake-scenarios/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/job_stations_none.ini [--hc=None]
+Using engine version 3.19.0-gitf040c27304
+Using 16 processpool workers
+Running EventBasedCalculator with concurrent_tasks = 32
+Checksum of the inputs: 3183415344 (total size 12.61 KB)
+Extracting the hazard sites from the site model
+Read N=192 hazard sites and L=1 hazard levels
+min_iml=[1.e-10]
+Reordering the ruptures and storing the events
+Reading 1 ruptures
+Affected sites = 191.0 per rupture
+totw = 0
+gen_event_based 100% [1 submitted, 0 queued]
+Received 1 * 12.8 KB {'gmfdata': '12.14 KB', 'sig_eps': '365 B', 'times': '313 B'} in 3 seconds from gen_event_based
+Stored 8.98 KB of GMFs
+Checking stored GMFs
+No PGAs over 5 g found
+Exposing the outputs to the database
+Stored 128.32 KB on /Users/nicolepaul/oqdata/calc_610.hdf5 in 4 seconds
diff --git a/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/log_calc_611.txt b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/log_calc_611.txt
new file mode 100644
index 00000000..014b8fb5
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/log_calc_611.txt
@@ -0,0 +1,22 @@
+job_id: 611
+job_description: 20091219_M6.0_Karonga median gmf, Stations:None, gmlt:GEM, Rupture:HolmgrenEtAl2023
+
+nicolepaul@Nicoles-MBP running /Users/nicolepaul/Code/earthquake-scenarios/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/job_stations_none.ini [--hc=None]
+Using engine version 3.19.0-gitf040c27304
+Using 16 processpool workers
+Running EventBasedCalculator with concurrent_tasks = 32
+Checksum of the inputs: 651104196 (total size 12.61 KB)
+Extracting the hazard sites from the site model
+Read N=192 hazard sites and L=1 hazard levels
+min_iml=[1.e-10]
+Reordering the ruptures and storing the events
+Reading 1 ruptures
+Affected sites = 191.0 per rupture
+totw = 0
+gen_event_based 100% [1 submitted, 0 queued]
+Received 1 * 12.8 KB {'gmfdata': '12.14 KB', 'sig_eps': '365 B', 'times': '313 B'} in 3 seconds from gen_event_based
+Stored 8.98 KB of GMFs
+Checking stored GMFs
+No PGAs over 5 g found
+Exposing the outputs to the database
+Stored 128.54 KB on /Users/nicolepaul/oqdata/calc_611.hdf5 in 4 seconds
diff --git a/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/log_calc_612.txt b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/log_calc_612.txt
new file mode 100644
index 00000000..69a19751
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/log_calc_612.txt
@@ -0,0 +1,22 @@
+job_id: 612
+job_description: 20091219_M6.0_Karonga median gmf, Stations:None, gmlt:USGS, Rupture:USGS
+
+nicolepaul@Nicoles-MBP running /Users/nicolepaul/Code/earthquake-scenarios/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/job_stations_none.ini [--hc=None]
+Using engine version 3.19.0-gitf040c27304
+Using 16 processpool workers
+Running EventBasedCalculator with concurrent_tasks = 32
+Checksum of the inputs: 1861029156 (total size 12.6 KB)
+Extracting the hazard sites from the site model
+Read N=192 hazard sites and L=1 hazard levels
+min_iml=[1.e-10]
+Reordering the ruptures and storing the events
+Reading 1 ruptures
+Affected sites = 191.0 per rupture
+totw = 0
+gen_event_based 100% [1 submitted, 0 queued]
+Received 1 * 12.8 KB {'gmfdata': '12.14 KB', 'sig_eps': '365 B', 'times': '313 B'} in 3 seconds from gen_event_based
+Stored 8.98 KB of GMFs
+Checking stored GMFs
+No PGAs over 5 g found
+Exposing the outputs to the database
+Stored 128.32 KB on /Users/nicolepaul/oqdata/calc_612.hdf5 in 4 seconds
diff --git a/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/log_calc_613.txt b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/log_calc_613.txt
new file mode 100644
index 00000000..48874328
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/log_calc_613.txt
@@ -0,0 +1,22 @@
+job_id: 613
+job_description: 20091219_M6.0_Karonga median gmf, Stations:None, gmlt:USGS, Rupture:HolmgrenEtAl2023
+
+nicolepaul@Nicoles-MBP running /Users/nicolepaul/Code/earthquake-scenarios/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/job_stations_none.ini [--hc=None]
+Using engine version 3.19.0-gitf040c27304
+Using 16 processpool workers
+Running EventBasedCalculator with concurrent_tasks = 32
+Checksum of the inputs: 3707636920 (total size 12.6 KB)
+Extracting the hazard sites from the site model
+Read N=192 hazard sites and L=1 hazard levels
+min_iml=[1.e-10]
+Reordering the ruptures and storing the events
+Reading 1 ruptures
+Affected sites = 191.0 per rupture
+totw = 0
+gen_event_based 100% [1 submitted, 0 queued]
+Received 1 * 12.8 KB {'gmfdata': '12.14 KB', 'sig_eps': '365 B', 'times': '313 B'} in 3 seconds from gen_event_based
+Stored 8.98 KB of GMFs
+Checking stored GMFs
+No PGAs over 5 g found
+Exposing the outputs to the database
+Stored 128.32 KB on /Users/nicolepaul/oqdata/calc_613.hdf5 in 4 seconds
diff --git a/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/log_calc_616.txt b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/log_calc_616.txt
new file mode 100644
index 00000000..0f3b0b47
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/log_calc_616.txt
@@ -0,0 +1,28 @@
+job_id: 616
+job_description: 20091219_M6.0_Karonga median gmf, Stations:Seismic, gmlt:USGS, Rupture:USGS
+
+nicolepaul@Nicoles-MBP running /Users/nicolepaul/Code/earthquake-scenarios/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/job_stations_seismic.ini [--hc=None]
+Using engine version 3.19.0-gitf040c27304
+Using 16 processpool workers
+Running EventBasedCalculator with concurrent_tasks = 32
+Checksum of the inputs: 3161323891 (total size 13.56 KB)
+Extracting the hazard sites from the site model
+Read N=199 hazard sites and L=1 hazard levels
+Reading station data from /Users/nicolepaul/Code/earthquake-scenarios/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/stationlist_seismic.csv
+min_iml=[1.e-10]
+Reordering the ruptures and storing the events
+Reading 1 ruptures
+Affected sites = 198.0 per rupture
+Discarded 3/7 stations more distant than 200 km
+totw = 0
+GSIM: [AbrahamsonEtAl2014], IMT: PGA, Nominal bias mean: 1.246, Nominal bias stddev: 0.221
+GSIM: [BooreEtAl2014], IMT: PGA, Nominal bias mean: 0.912, Nominal bias stddev: 0.210
+GSIM: [CampbellBozorgnia2014], IMT: PGA, Nominal bias mean: 1.122, Nominal bias stddev: 0.196
+GSIM: [ChiouYoungs2014], IMT: PGA, Nominal bias mean: 0.953, Nominal bias stddev: 0.206
+gen_event_based 100% [1 submitted, 0 queued]
+Received 1 * 12.99 KB {'gmfdata': '12.33 KB', 'sig_eps': '365 B', 'times': '313 B'} in 4 seconds from gen_event_based
+Stored 9.12 KB of GMFs
+Checking stored GMFs
+No PGAs over 5 g found
+Exposing the outputs to the database
+Stored 3.57 MB on /Users/nicolepaul/oqdata/calc_616.hdf5 in 4 seconds
diff --git a/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/log_calc_617.txt b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/log_calc_617.txt
new file mode 100644
index 00000000..eb36ff60
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/Sensitivity/log_calc_617.txt
@@ -0,0 +1,28 @@
+job_id: 617
+job_description: 20091219_M6.0_Karonga median gmf, Stations:Seismic, gmlt:USGS, Rupture:HolmgrenEtAl2023
+
+nicolepaul@Nicoles-MBP running /Users/nicolepaul/Code/earthquake-scenarios/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/job_stations_seismic.ini [--hc=None]
+Using engine version 3.19.0-gitf040c27304
+Using 16 processpool workers
+Running EventBasedCalculator with concurrent_tasks = 32
+Checksum of the inputs: 2379741447 (total size 13.56 KB)
+Extracting the hazard sites from the site model
+Read N=199 hazard sites and L=1 hazard levels
+Reading station data from /Users/nicolepaul/Code/earthquake-scenarios/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/stationlist_seismic.csv
+min_iml=[1.e-10]
+Reordering the ruptures and storing the events
+Reading 1 ruptures
+Affected sites = 198.0 per rupture
+Discarded 3/7 stations more distant than 200 km
+totw = 0
+GSIM: [AbrahamsonEtAl2014], IMT: PGA, Nominal bias mean: 1.285, Nominal bias stddev: 0.221
+GSIM: [BooreEtAl2014], IMT: PGA, Nominal bias mean: 0.913, Nominal bias stddev: 0.210
+GSIM: [CampbellBozorgnia2014], IMT: PGA, Nominal bias mean: 1.122, Nominal bias stddev: 0.196
+GSIM: [ChiouYoungs2014], IMT: PGA, Nominal bias mean: 0.975, Nominal bias stddev: 0.206
+gen_event_based 100% [1 submitted, 0 queued]
+Received 1 * 12.99 KB {'gmfdata': '12.33 KB', 'sig_eps': '365 B', 'times': '313 B'} in 4 seconds from gen_event_based
+Stored 9.12 KB of GMFs
+Checking stored GMFs
+No PGAs over 5 g found
+Exposing the outputs to the database
+Stored 3.57 MB on /Users/nicolepaul/oqdata/calc_617.hdf5 in 5 seconds
diff --git a/Malawi/DRAFT_20091219_M6.0_Karonga/OpenQuake_gmfs/USGS_image.jpg b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/USGS_image.jpg
similarity index 100%
rename from Malawi/DRAFT_20091219_M6.0_Karonga/OpenQuake_gmfs/USGS_image.jpg
rename to Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/USGS_image.jpg
diff --git a/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/gmpe_logic_tree_GEM.xml b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/gmpe_logic_tree_GEM.xml
new file mode 100644
index 00000000..b4160fd9
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/gmpe_logic_tree_GEM.xml
@@ -0,0 +1,37 @@
+<?xml version='1.0' encoding='utf-8'?>
+<nrml xmlns:gml="http://www.opengis.net/gml" xmlns="http://openquake.org/xmlns/nrml/0.4">
+<logicTree logicTreeID='lt1'>
+    <logicTreeBranchSet uncertaintyType="gmpeModel" branchSetID="bs1" applyToTectonicRegionType="active_crustal_deep">
+
+        <logicTreeBranch branchID='b0'>
+            <uncertaintyModel>
+                ChiouYoungs2014
+            </uncertaintyModel>
+            <uncertaintyWeight>0.25</uncertaintyWeight>
+        </logicTreeBranch>
+
+        <logicTreeBranch branchID='b1'>
+            <uncertaintyModel>
+                AkkarEtAlRjb2014
+            </uncertaintyModel>
+            <uncertaintyWeight>0.25</uncertaintyWeight>
+        </logicTreeBranch>
+
+        <logicTreeBranch branchID='b2'>
+            <uncertaintyModel>
+                AtkinsonBoore2006Modified2011
+            </uncertaintyModel>
+            <uncertaintyWeight>0.25</uncertaintyWeight>
+        </logicTreeBranch>
+
+        <logicTreeBranch branchID='b3'>
+            <uncertaintyModel>
+                PezeshkEtAl2011NEHRPBC
+            </uncertaintyModel>
+            <uncertaintyWeight>0.25</uncertaintyWeight>
+        </logicTreeBranch>
+
+
+    </logicTreeBranchSet>
+</logicTree>
+</nrml>
diff --git a/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/gmpe_logic_tree_USGS.xml b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/gmpe_logic_tree_USGS.xml
new file mode 100644
index 00000000..a5bb3539
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/gmpe_logic_tree_USGS.xml
@@ -0,0 +1,35 @@
+<?xml version='1.0' encoding='utf-8'?>
+<nrml xmlns:gml="http://www.opengis.net/gml" xmlns="http://openquake.org/xmlns/nrml/0.4">
+<logicTree logicTreeID='lt1'>
+    <logicTreeBranchSet uncertaintyType="gmpeModel" branchSetID="bs1" applyToTectonicRegionType="active_crustal_nshmp2014">
+        <logicTreeBranch branchID='b0'>
+            <uncertaintyModel>
+                AbrahamsonEtAl2014
+            </uncertaintyModel>
+            <uncertaintyWeight>0.25</uncertaintyWeight>
+        </logicTreeBranch>
+
+        <logicTreeBranch branchID='b1'>
+            <uncertaintyModel>
+                BooreEtAl2014
+            </uncertaintyModel>
+            <uncertaintyWeight>0.25</uncertaintyWeight>
+        </logicTreeBranch>
+
+        <logicTreeBranch branchID='b2'>
+            <uncertaintyModel>
+                CampbellBozorgnia2014
+            </uncertaintyModel>
+            <uncertaintyWeight>0.25</uncertaintyWeight>
+        </logicTreeBranch>
+
+        <logicTreeBranch branchID='b3'>
+            <uncertaintyModel>
+                ChiouYoungs2014
+            </uncertaintyModel>
+            <uncertaintyWeight>0.25</uncertaintyWeight>
+        </logicTreeBranch>
+
+    </logicTreeBranchSet>
+</logicTree>
+</nrml>
diff --git a/Malawi/DRAFT_20091219_M6.0_Karonga/OpenQuake_gmfs/job_stations_none.ini b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/job_stations_none.ini
similarity index 100%
rename from Malawi/DRAFT_20091219_M6.0_Karonga/OpenQuake_gmfs/job_stations_none.ini
rename to Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/job_stations_none.ini
diff --git a/Malawi/DRAFT_20091219_M6.0_Karonga/OpenQuake_gmfs/job_stations_seismic.ini b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/job_stations_seismic.ini
similarity index 95%
rename from Malawi/DRAFT_20091219_M6.0_Karonga/OpenQuake_gmfs/job_stations_seismic.ini
rename to Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/job_stations_seismic.ini
index 904e67ed..27d0fef5 100644
--- a/Malawi/DRAFT_20091219_M6.0_Karonga/OpenQuake_gmfs/job_stations_seismic.ini
+++ b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/job_stations_seismic.ini
@@ -19,6 +19,7 @@ intensity_measure_types = PGA
 truncation_level = 0.0
 maximum_distance = 500
 number_of_ground_motion_fields = 1
+maximum_distance_stations = 200
 
 # gsim = BooreAtkinson2008
 gsim_logic_tree_file = gmpe_logic_tree_GEM.xml
diff --git a/Malawi/DRAFT_20091219_M6.0_Karonga/OpenQuake_gmfs/shakemap_info.json b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/shakemap_info.json
similarity index 100%
rename from Malawi/DRAFT_20091219_M6.0_Karonga/OpenQuake_gmfs/shakemap_info.json
rename to Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/shakemap_info.json
diff --git a/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/site_model.csv b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/site_model.csv
new file mode 100644
index 00000000..0996a02b
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/site_model.csv
@@ -0,0 +1,193 @@
+custom_site_id,lon,lat,vs30,vs30measured,z1pt0,z2pt5
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+t_181,33.72817,-10.28483,536.0,False,187.29804,0.90479
+t_182,33.818,-10.28483,872.0,False,18.74319,0.51852
+t_183,34.17733,-10.28483,600.0,False,125.83404,0.79526
+t_184,34.08749,-10.19643,600.0,False,125.83404,0.79526
+t_185,34.26716,-10.19643,600.0,False,125.83404,0.79526
+t_186,34.17733,-10.19643,600.0,False,125.83404,0.79526
+t_187,34.17733,-10.108,600.0,False,125.83404,0.79526
+t_188,34.08749,-10.108,600.0,False,125.83404,0.79526
+t_189,34.17733,-10.01955,600.0,False,125.83404,0.79526
+t_190,34.08749,-10.01955,600.0,False,125.83404,0.79526
+t_191,34.08749,-9.93108,600.0,False,125.83404,0.79526
diff --git a/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/site_model.png b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/site_model.png
new file mode 100644
index 00000000..bfe1405a
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/site_model.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e7a12b009734d65d804e5e47099d39fe916bd15765420e52af193152b59d788
+size 84942
diff --git a/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/site_model_stations.csv b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/site_model_stations.csv
new file mode 100644
index 00000000..cf71a06d
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/site_model_stations.csv
@@ -0,0 +1,8 @@
+custom_site_id,lon,lat,vs30,vs30measured,z1pt0,z2pt5
+s_0,32.7712,-9.2958,578.07001,0,144.9365641784106,0.8298659777041865
+s_1,35.6507,-10.6738,428.22797,0,320.06562519112845,1.1697076971520188
+s_2,34.7911,-9.3665,391.55414,0,366.0423096845645,1.295864939418964
+s_3,34.8302,-8.8465,280.51312,0,472.78242779499703,1.8978205538866226
+s_4,35.3001,-9.7576,355.24814,0,407.5972505710326,1.448455604247899
+s_5,32.0591,-8.566,447.65164,0,295.0103389748126,1.1118290481104254
+s_6,35.3132,-8.3057,401.07819,0,354.3849950607463,1.26072264352918
diff --git a/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/stationlist_seismic.csv b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/stationlist_seismic.csv
new file mode 100644
index 00000000..7d752e9e
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/OpenQuake_gmfs/stationlist_seismic.csv
@@ -0,0 +1,8 @@
+STATION_ID,STATION_NAME,LONGITUDE,LATITUDE,STATION_TYPE,PGA_VALUE,PGA_LN_SIGMA
+TUND,TUND,32.7712,-9.2958,seismic,0.07645,0
+SONG,SONG,35.6507,-10.6738,seismic,0.04179,0
+NJOM,NJOM,34.7911,-9.3665,seismic,0.03976,0
+MAKA,MAKA,34.8302,-8.8465,seismic,0.02141,0
+WINO,WINO,35.3001,-9.7576,seismic,0.01427,0
+LAEL,LAEL,32.0591,-8.566,seismic,0.00815,0
+MAFI,MAFI,35.3132,-8.3057,seismic,0.00612,0
diff --git a/Malawi/DRAFT_20091219_M6.0_Karonga/README.md b/Malawi/20091219_M6.0_Karonga/README.md
similarity index 100%
rename from Malawi/DRAFT_20091219_M6.0_Karonga/README.md
rename to Malawi/20091219_M6.0_Karonga/README.md
diff --git a/Malawi/20091219_M6.0_Karonga/Recording_Stations/README.md b/Malawi/20091219_M6.0_Karonga/Recording_Stations/README.md
new file mode 100644
index 00000000..e3937fa4
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/Recording_Stations/README.md
@@ -0,0 +1,18 @@
+# RECORDING STATIONS
+
+![](recording_stations.png)
+
+A unified database of recording stations is available in `Stations_Unique.csv` file.
+When the same station data is found in multiple sources, the information from the highest priority source is preferred to avoid duplication.
+
+
+## Reference datasets
+
+The reference datasets were used in the following priority order:
+
+- Holmgren, J., Werner, M., Goda, K., Villani, M., Silva, V., Chindandali, P., Stevens, V. (2023). The southern East African Rift System (EARS) relocated earthquake catalogue and ground-motion database, ISC Seismological Dataset Repository, https://doi.org/10.31905/4GGVBFBE
+- Holmgren, Joanna M., Maximilian J. Werner, Katsuichiro Goda, Manuela Villani, Vitor Silva, Patrick Chindandali, and Victoria Stevens. "A relocated earthquake catalog and ground motion database for the southern East African rift system." Earthquake Spectra (2023): 87552930231173450.
+
+## Notes
+
+No stations available from USGS
diff --git a/Malawi/20091219_M6.0_Karonga/Recording_Stations/Stations_HolmgrenEtAl2023.csv b/Malawi/20091219_M6.0_Karonga/Recording_Stations/Stations_HolmgrenEtAl2023.csv
new file mode 100644
index 00000000..4556e5b1
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/Recording_Stations/Stations_HolmgrenEtAl2023.csv
@@ -0,0 +1,8 @@
+STATION_ID,STATION_NAME,LONGITUDE,LATITUDE,STATION_TYPE,VS30,PGA_LN_SIGMA,PGA_VALUE,PGV_LN_SIGMA,PGV_VALUE,REFERENCES,COMMENTS
+LAEL,LAEL,32.059101,-8.566,seismic,447.6516418,0,0.008154944,0,3.06E-03,HolmgrenEtAl2023,Using RotD50
+MAFI,MAFI,35.313202,-8.3057,seismic,401.078186,0,0.006116208,0,2.84E-03,HolmgrenEtAl2023,Using RotD50
+MAKA,MAKA,34.8302,-8.8465,seismic,280.5131226,0,0.021406728,0,5.91E-03,HolmgrenEtAl2023,Using RotD50
+NJOM,NJOM,34.7911,-9.3665,seismic,391.5541382,0,0.039755352,0,8.22E-03,HolmgrenEtAl2023,Using RotD50
+SONG,SONG,35.6507,-10.6738,seismic,428.2279663,0,0.041794088,0,6.77E-03,HolmgrenEtAl2023,Using RotD50
+TUND,TUND,32.771198,-9.2958,seismic,578.0700073,0,0.076452599,0,9.34E-03,HolmgrenEtAl2023,Using RotD50
+WINO,WINO,35.300098,-9.7576,seismic,355.2481384,0,0.014271152,0,5.44E-03,HolmgrenEtAl2023,Using RotD50
\ No newline at end of file
diff --git a/Malawi/20091219_M6.0_Karonga/Recording_Stations/Stations_USGS.csv b/Malawi/20091219_M6.0_Karonga/Recording_Stations/Stations_USGS.csv
new file mode 100644
index 00000000..32bc8e35
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/Recording_Stations/Stations_USGS.csv
@@ -0,0 +1 @@
+STATION_ID,STATION_NAME,LONGITUDE,LATITUDE,STATION_TYPE,VS30,MMI_VALUE,MMI_STDDEV,PGA_LN_SIGMA,PGA_VALUE,PGV_LN_SIGMA,PGV_VALUE,SA(0.3)_LN_SIGMA,SA(0.3)_VALUE,SA(1.0)_LN_SIGMA,SA(1.0)_VALUE,SA(3.0)_LN_SIGMA,SA(3.0)_VALUE,VS30_TYPE,REFERENCES
\ No newline at end of file
diff --git a/Malawi/20091219_M6.0_Karonga/Recording_Stations/Stations_Unique.csv b/Malawi/20091219_M6.0_Karonga/Recording_Stations/Stations_Unique.csv
new file mode 100644
index 00000000..e46c9a25
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/Recording_Stations/Stations_Unique.csv
@@ -0,0 +1,8 @@
+STATION_ID,STATION_NAME,LONGITUDE,LATITUDE,STATION_TYPE,VS30,PGA_LN_SIGMA,PGA_VALUE,PGV_LN_SIGMA,PGV_VALUE,REFERENCES,COMMENTS
+TUND,TUND,32.771198,-9.2958,seismic,578.0700073,0,0.076452599,0,0.00934,HolmgrenEtAl2023,Using RotD50
+SONG,SONG,35.6507,-10.6738,seismic,428.2279663,0,0.041794088,0,0.00677,HolmgrenEtAl2023,Using RotD50
+NJOM,NJOM,34.7911,-9.3665,seismic,391.5541382,0,0.039755352,0,0.00822,HolmgrenEtAl2023,Using RotD50
+MAKA,MAKA,34.8302,-8.8465,seismic,280.5131226,0,0.021406728,0,0.00591,HolmgrenEtAl2023,Using RotD50
+WINO,WINO,35.300098,-9.7576,seismic,355.2481384,0,0.014271152,0,0.00544,HolmgrenEtAl2023,Using RotD50
+LAEL,LAEL,32.059101,-8.566,seismic,447.6516418,0,0.008154944,0,0.00306,HolmgrenEtAl2023,Using RotD50
+MAFI,MAFI,35.313202,-8.3057,seismic,401.078186,0,0.006116208,0,0.00284,HolmgrenEtAl2023,Using RotD50
diff --git a/Malawi/20091219_M6.0_Karonga/Recording_Stations/recording_stations.png b/Malawi/20091219_M6.0_Karonga/Recording_Stations/recording_stations.png
new file mode 100644
index 00000000..1f2a08de
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/Recording_Stations/recording_stations.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc27f74e29ede83f70972d0b98d9854fa17ad162a3ff02a12b10442a2034513c
+size 467769
diff --git a/Malawi/20091219_M6.0_Karonga/Recording_Stations/stationlist.json b/Malawi/20091219_M6.0_Karonga/Recording_Stations/stationlist.json
new file mode 100644
index 00000000..238b344a
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/Recording_Stations/stationlist.json
@@ -0,0 +1,7 @@
+{
+    "type": "FeatureCollection",
+    "features": [],
+    "metadata": {
+        "eventid": "usp000h56x"
+    }
+}
\ No newline at end of file
diff --git a/Malawi/20091219_M6.0_Karonga/Rupture/README.md b/Malawi/20091219_M6.0_Karonga/Rupture/README.md
new file mode 100644
index 00000000..c7033a65
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/Rupture/README.md
@@ -0,0 +1,25 @@
+# RUPTURE INFORMATION
+    
+## Rupture details
+
+| atribute             |   description |
+|:---------------------|--------------:|
+| Fault mechanism      |           nan |
+| Tectonic region type |           nan |
+
+### Preferred nodal plane solution
+
+| source           |   longitude |   latitude |   depth |   strike |   dip |   rake |   mag |
+|:-----------------|------------:|-----------:|--------:|---------:|------:|-------:|------:|
+| HolmgrenEtAl2023 |      33.82  |    -10.11  |       5 |      347 |    45 |    -77 |     6 |
+| USGS             |      33.818 |    -10.108 |       6 |      347 |    45 |    -77 |     6 |
+
+### Rupture figure
+
+![](earthquake_ruptures.png)
+
+## References
+
+- `USGS.json`: USGS rupture. Last accessed December 2023.
+- Holmgren, J., Werner, M., Goda, K., Villani, M., Silva, V., Chindandali, P., Stevens, V. (2023). The southern East African Rift System (EARS) relocated earthquake catalogue and ground-motion database, ISC Seismological Dataset Repository, https://doi.org/10.31905/4GGVBFBE
+- Holmgren, Joanna M., Maximilian J. Werner, Katsuichiro Goda, Manuela Villani, Vitor Silva, Patrick Chindandali, and Victoria Stevens. "A relocated earthquake catalog and ground motion database for the southern East African rift system." Earthquake Spectra (2023): 87552930231173450.
diff --git a/Malawi/20091219_M6.0_Karonga/Rupture/earthquake_rupture_model_HolmgrenEtAl2023.xml b/Malawi/20091219_M6.0_Karonga/Rupture/earthquake_rupture_model_HolmgrenEtAl2023.xml
new file mode 100644
index 00000000..c1012640
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/Rupture/earthquake_rupture_model_HolmgrenEtAl2023.xml
@@ -0,0 +1,14 @@
+<?xml version="1.0" encoding="utf-8"?>
+<nrml xmlns:gml="http://www.opengis.net/gml" xmlns="http://openquake.org/xmlns/nrml/0.4">
+    <singlePlaneRupture>
+        <magnitude>6</magnitude>
+        <rake>-77</rake>
+        <hypocenter lat="-10.11" lon="33.82" depth="5"/>
+        <planarSurface strike="347" dip="45">
+            <topLeft lon="33.80484" lat="-10.17428" depth="1.77555"/>
+            <topRight lon="33.77776" lat="-10.05876" depth="1.77555"/>
+            <bottomLeft lon="33.86225" lat="-10.16123" depth="8.22445"/>
+            <bottomRight lon="33.83515" lat="-10.04572" depth="8.22445"/>
+        </planarSurface>
+    </singlePlaneRupture>
+</nrml>
diff --git a/Malawi/20091219_M6.0_Karonga/Rupture/earthquake_rupture_model_USGS.xml b/Malawi/20091219_M6.0_Karonga/Rupture/earthquake_rupture_model_USGS.xml
new file mode 100644
index 00000000..9f2f3106
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/Rupture/earthquake_rupture_model_USGS.xml
@@ -0,0 +1,14 @@
+<?xml version="1.0" encoding="utf-8"?>
+<nrml xmlns:gml="http://www.opengis.net/gml" xmlns="http://openquake.org/xmlns/nrml/0.4">
+    <singlePlaneRupture>
+        <magnitude>6</magnitude>
+        <rake>-77</rake>
+        <hypocenter lat="-10.108" lon="33.818" depth="6"/>
+        <planarSurface strike="347" dip="45">
+            <topLeft lon="33.80284" lat="-10.17228" depth="2.77555"/>
+            <topRight lon="33.77576" lat="-10.05676" depth="2.77555"/>
+            <bottomLeft lon="33.86025" lat="-10.15923" depth="9.22445"/>
+            <bottomRight lon="33.83315" lat="-10.04372" depth="9.22445"/>
+        </planarSurface>
+    </singlePlaneRupture>
+</nrml>
diff --git a/Malawi/20091219_M6.0_Karonga/Rupture/earthquake_ruptures.png b/Malawi/20091219_M6.0_Karonga/Rupture/earthquake_ruptures.png
new file mode 100644
index 00000000..c743461a
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/Rupture/earthquake_ruptures.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aba8bf3b66f4b30de15451e1ebdba15e24c5828bfb8694621edd319944fd3d51
+size 203357
diff --git a/Malawi/20091219_M6.0_Karonga/Rupture/rupture_USGS.json b/Malawi/20091219_M6.0_Karonga/Rupture/rupture_USGS.json
new file mode 100644
index 00000000..5c5cdafe
--- /dev/null
+++ b/Malawi/20091219_M6.0_Karonga/Rupture/rupture_USGS.json
@@ -0,0 +1,34 @@
+{
+    "type": "FeatureCollection",
+    "metadata": {
+        "reference": "Origin",
+        "id": "usp000h56x",
+        "network": "USGS National Earthquake Information Center, PDE",
+        "netid": "us",
+        "productcode": "usp000h56x",
+        "time": "2009-12-19T23:19:15.000000Z",
+        "lat": -10.108,
+        "lon": 33.818,
+        "depth": 6.0,
+        "mag": 6.0,
+        "locstring": "Malawi",
+        "mech": "ALL",
+        "rake": 0.0
+    },
+    "features": [
+        {
+            "type": "Feature",
+            "properties": {
+                "rupture type": "rupture extent"
+            },
+            "geometry": {
+                "type": "Point",
+                "coordinates": [
+                    33.818,
+                    -10.108,
+                    6.0
+                ]
+            }
+        }
+    ]
+}
\ No newline at end of file
diff --git a/Malawi/DRAFT_20091219_M6.0_Karonga/earthquake_information.csv b/Malawi/20091219_M6.0_Karonga/earthquake_information.csv
similarity index 63%
rename from Malawi/DRAFT_20091219_M6.0_Karonga/earthquake_information.csv
rename to Malawi/20091219_M6.0_Karonga/earthquake_information.csv
index cea2318f..ee91c38a 100644
--- a/Malawi/DRAFT_20091219_M6.0_Karonga/earthquake_information.csv
+++ b/Malawi/20091219_M6.0_Karonga/earthquake_information.csv
@@ -1,26 +1,26 @@
-FIELD,DESCRIPTION
-Year,2009
-Country,Malawi
-Region,
-Event_Name,Karonga
-Local_Date,2009-12-19
-Local_Time,1261264755550
-Longitude,33.818
-Latitude,-10.108
-Depth_(km),6
-Mw,6.0
-Max_Intensity_(MMI),VII
-Fault_mechanism,
-Tectonic_region_type,
-Fatalities,
-Injured,
-Displaced_Population,
-Affected_Population,
-Affected_Units,
-Damaged_Units,
-Collapsed_Units,
-Economic_Losses,
-Insured_Losses,
-Induced_Effects,
-USGS page,https://earthquake.usgs.gov/earthquakes/eventpage/usp000h56x/executive
-Wikipedia page,https://en.wikipedia.org/wiki/2009_Karonga_earthquakes
+FIELD,DESCRIPTION
+Year,2009
+Country,Malawi
+Region,Karonga
+Event_Name,Karonga
+Local_Date,19/12/2009
+Local_Time,15:02:00
+Longitude,33.818
+Latitude,-10.108
+Depth_(km),6
+Mw,6
+Max_Intensity_(MMI),VII
+Fault_mechanism,Dip Slip
+Tectonic_region_type,Active Shallow Crust
+Fatalities,3
+Injured,250
+Displaced_Population,
+Affected_Population,
+Affected_Units,
+Damaged_Units,3565
+Collapsed_Units,1111
+Economic_Losses,
+Insured_Losses,
+Induced_Effects,
+USGS page,https://earthquake.usgs.gov/earthquakes/eventpage/usp000h56x/executive
+Wikipedia page,https://en.wikipedia.org/wiki/2009_Karonga_earthquakes
\ No newline at end of file
diff --git a/Malawi/DRAFT_20091219_M6.0_Karonga/Impact/Impact_Buildings_ID_1.csv b/Malawi/DRAFT_20091219_M6.0_Karonga/Impact/Impact_Buildings_ID_1.csv
deleted file mode 100644
index 33672dbc..00000000
--- a/Malawi/DRAFT_20091219_M6.0_Karonga/Impact/Impact_Buildings_ID_1.csv
+++ /dev/null
@@ -1 +0,0 @@
-ID_1,NAME_1,TAXONOMY,GEM_TAXONOMY,AFFECTED_UNITS,DAMAGED_UNITS,DS1_SLIGHT,DS2_MODERATE,DS3_EXTENSIVE,DS4_COMPLETE,COLLAPSED_UNITS,UNIT_TYPES,CAUSE_OF_DAMAGE,REFERENCE,COMMENTS
\ No newline at end of file
diff --git a/Malawi/DRAFT_20091219_M6.0_Karonga/Impact/Impact_Human_ID_1.csv b/Malawi/DRAFT_20091219_M6.0_Karonga/Impact/Impact_Human_ID_1.csv
deleted file mode 100644
index 68ce1363..00000000
--- a/Malawi/DRAFT_20091219_M6.0_Karonga/Impact/Impact_Human_ID_1.csv
+++ /dev/null
@@ -1 +0,0 @@
-ID_1,NAME_1,FATALITIES,FATALITIES_GROUND_SHAKING,INJURIES,INJURIES_LIGHT,INJURIES_SEVERE,INJURIES_CRITICAL,HOMELESS,SHELTERED,DISPLACED_POPULATION,AFFECTED_POPULATION,CAUSE_OF_INJURY/DEATH,REFERENCE,COMMENTS
\ No newline at end of file
diff --git a/Malawi/DRAFT_20091219_M6.0_Karonga/Recording_Stations/README.md b/Malawi/DRAFT_20091219_M6.0_Karonga/Recording_Stations/README.md
deleted file mode 100644
index 3f0272c9..00000000
--- a/Malawi/DRAFT_20091219_M6.0_Karonga/Recording_Stations/README.md
+++ /dev/null
@@ -1,15 +0,0 @@
-# RECORDING STATIONS
-
-![](recording_stations.png)
-
-A unified database of recording stations is available in `Stations_Unique.csv` file.
-When the same station data is found in multiple sources, the information from the highest priority source is preferred to avoid duplication.
-
-
-## Reference datasets
-
-The reference datasets were used in the following priority order:
-
-- `Stations_USGS`: USGS Recording stations. Raw file [`stationlist.json`]https://earthquake.usgs.gov/product/shakemap/usp000h56x/atlas/1600705512291/download/stationlist.json/shakemap/stations. Last accessed December 2023.
-
-## Notes
diff --git a/Malawi/DRAFT_20091219_M6.0_Karonga/Recording_Stations/stationlist.json b/Malawi/DRAFT_20091219_M6.0_Karonga/Recording_Stations/stationlist.json
deleted file mode 100644
index 477802d6..00000000
--- a/Malawi/DRAFT_20091219_M6.0_Karonga/Recording_Stations/stationlist.json
+++ /dev/null
@@ -1 +0,0 @@
-{"type": "FeatureCollection", "features": [], "metadata": {"eventid": "usp000h56x"}}
\ No newline at end of file
diff --git a/Malawi/DRAFT_20091219_M6.0_Karonga/Rupture/README.md b/Malawi/DRAFT_20091219_M6.0_Karonga/Rupture/README.md
deleted file mode 100644
index b855bdde..00000000
--- a/Malawi/DRAFT_20091219_M6.0_Karonga/Rupture/README.md
+++ /dev/null
@@ -1,5 +0,0 @@
-# RUPTURE INFORMATION
-
-## References
-
-- `USGS.json`: USGS rupture. https://earthquake.usgs.gov/product/shakemap/usp000h56x/atlas/1600705512291/download/rupture.json. Last accessed December 2023.
diff --git a/Malawi/DRAFT_20091219_M6.0_Karonga/Rupture/rupture_USGS.json b/Malawi/DRAFT_20091219_M6.0_Karonga/Rupture/rupture_USGS.json
deleted file mode 100644
index da710fef..00000000
--- a/Malawi/DRAFT_20091219_M6.0_Karonga/Rupture/rupture_USGS.json
+++ /dev/null
@@ -1 +0,0 @@
-{"type": "FeatureCollection", "metadata": {"reference": "Origin", "id": "usp000h56x", "network": "USGS National Earthquake Information Center, PDE", "netid": "us", "productcode": "usp000h56x", "time": "2009-12-19T23:19:15.000000Z", "lat": -10.108, "lon": 33.818, "depth": 6.0, "mag": 6.0, "locstring": "Malawi", "mech": "ALL", "rake": 0.0}, "features": [{"type": "Feature", "properties": {"rupture type": "rupture extent"}, "geometry": {"type": "Point", "coordinates": [33.818, -10.108, 6.0]}}]}
\ No newline at end of file
diff --git a/src/1_3_stations_unique.ipynb b/src/1_3_stations_unique.ipynb
index 23da7f48..e97702f5 100644
--- a/src/1_3_stations_unique.ipynb
+++ b/src/1_3_stations_unique.ipynb
@@ -63,7 +63,7 @@
    "outputs": [],
    "source": [
     "# Event name\n",
-    "event = '20150425_M7.8_Gorkha'\n",
+    "event = 'DRAFT_20091219_M6.0_Karonga'\n",
     "\n",
     "stations = glob.glob(\n",
     "    os.path.join('..', '*', event, 'Recording_Stations', \n",
@@ -100,7 +100,7 @@
     "# Stations priority to create `Stations_Unique.csv` file\n",
     "# The README file includes the list and priority of reference data.\n",
     "\n",
-    "priority = ['file_1', 'file_2']"
+    "priority = ['file_path_1', 'file_path_2']"
    ]
   },
   {
@@ -278,8 +278,8 @@
     "# Save `Stations_Unique.csv`\n",
     "if len(stations) > 1:\n",
     "    file_path = os.path.join(folder, 'Stations_Unique.csv')\n",
-    "    # df2.to_csv(file_path, encoding='utf-8', index=False)\n",
-    "    # print('\\n Saving updated file in:\\n', file_path)\n",
+    "    df2.to_csv(file_path, encoding='utf-8', index=False)\n",
+    "    print('\\n Saving updated file in:\\n', file_path)\n",
     "else:\n",
     "    print('BE CAREFUL!!!!!',\n",
     "          'There is only 1 station. At least 2 stations needed',\n",
@@ -292,6 +292,14 @@
     "            bbox_inches='tight')\n",
     "print('figure saved in', output_path)"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "04537f6e",
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
@@ -310,7 +318,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.13"
+   "version": "3.9.6"
   }
  },
  "nbformat": 4,
diff --git a/src/3_2_oq_vs30_uniform_grid.ipynb b/src/3_2_oq_vs30_uniform_grid.ipynb
index 9922ae88..c3552775 100644
--- a/src/3_2_oq_vs30_uniform_grid.ipynb
+++ b/src/3_2_oq_vs30_uniform_grid.ipynb
@@ -56,7 +56,7 @@
    "outputs": [],
    "source": [
     "# Events list from ECD\n",
-    "event = '20150425_M7.8_Gorkha'\n",
+    "event = '20091219_M6.0_Karonga'\n",
     "\n",
     "# Reference rupture\n",
     "rupture = 'earthquake_rupture_model_USGS.xml'\n",
@@ -70,7 +70,7 @@
     "region_crs = \"EPSG:3857\"  # EPSG:3857 - Web Mercator Auxiliary Sphere\n",
     "\n",
     "# Clip sites based on country boundaries (use ISO3)\n",
-    "clip_countries = ['NPL'] # Empty list for the full map\n"
+    "clip_countries = ['MWI'] # Empty list for the full map\n"
    ]
   },
   {
@@ -197,7 +197,7 @@
     "# Vs30 reference file (no headers, use USGS format)\n",
     "# When running from Wilson, it's possible to use the worldv30 dataset\n",
     "# located at '/home/risk/sites_vs30/original/vs30mosaic.hdf5'\n",
-    "vs30_path = '../vs30mosaic.hdf5'\n",
+    "vs30_path = '../../vs30/vs30mosaic.hdf5'\n",
     "\n",
     "# Use OpenQuake site_model function\n",
     "site_model = oq_site_model([vs30_path],\n",
@@ -260,7 +260,7 @@
     "# Add default basemap: Stamen Terrain (uses Web Mercator --> epsg=3857)\n",
     "# Additional basemaps available at:\n",
     "# https://contextily.readthedocs.io/en/latest/providers_deepdive.html#What-is-this-%E2%80%9Cprovider%E2%80%9D-object-?\n",
-    "ctx.add_basemap(ax, source=ctx.providers.Stamen.TonerLite,\n",
+    "ctx.add_basemap(ax, source=ctx.providers.CartoDB.Positron,\n",
     "                crs=gdf.crs, alpha=0.5)\n",
     "\n",
     "ax.legend(loc='lower left')\n",
@@ -330,7 +330,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.13"
+   "version": "3.9.6"
   },
   "vscode": {
    "interpreter": {