diff --git a/.ipynb_checkpoints/ffdi_ncra-aus-regions_MME_ssp370_v1-r1_GWL1.5-GWL1.2-checkpoint.csv b/.ipynb_checkpoints/ffdi_ncra-aus-regions_MME_ssp370_v1-r1_GWL1.5-GWL1.2-checkpoint.csv
deleted file mode 100644
index e0f7856..0000000
--- a/.ipynb_checkpoints/ffdi_ncra-aus-regions_MME_ssp370_v1-r1_GWL1.5-GWL1.2-checkpoint.csv
+++ /dev/null
@@ -1,11 +0,0 @@
-region,abbrevs,names,BOM-BARPA-R-ACCESS-CM2-r4i1p1f1,BOM-BARPA-R-CESM2-r11i1p1f1,BOM-BARPA-R-CMCC-ESM2-r1i1p1f1,BOM-BARPA-R-EC-Earth3-r1i1p1f1,BOM-BARPA-R-MPI-ESM1-2-HR-r1i1p1f1,BOM-BARPA-R-NorESM2-MM-r1i1p1f1,CSIRO-CCAM-v2203-SN-ACCESS-CM2-r4i1p1f1,CSIRO-CCAM-v2203-SN-ACCESS-ESM1-5-r6i1p1f1,CSIRO-CCAM-v2203-SN-CESM2-r11i1p1f1,CSIRO-CCAM-v2203-SN-CMCC-ESM2-r1i1p1f1,CSIRO-CCAM-v2203-SN-CNRM-ESM2-1-r1i1p1f2,CSIRO-CCAM-v2203-SN-EC-Earth3-r1i1p1f1,ensemble_p10,ensemble_p50,ensemble_p90
-0,WANorth,Western Australia North,0.81,-0.53,2.07,-0.55,1.33,2.55,0.61,2.11,-0.51,3.32,-1.35,-0.54,-0.549,0.71,2.506
-1,WASouth,Western Australia South,0.7,-0.25,1.83,-0.66,0.55,1.84,0.83,1.33,-0.17,2.8,-1.04,0.16,-0.619,0.625,1.8390000000000002
-2,NSW,New South Wales and Australian Capital Territory,-0.17,-0.21,1.09,-0.33,3.05,1.42,-0.1,1.89,-0.08,1.71,0.2,0.27,-0.206,0.23500000000000001,1.8719999999999999
-3,VIC,Victoria,0.17,0.28,0.53,-0.34,1.55,0.97,-0.15,0.86,0.08,0.66,0.49,-0.06,-0.141,0.385,0.959
-4,SA,South Australia,0.2,0.19,1.91,-0.54,2.25,1.65,0.45,2.09,0.02,3.39,-0.09,0.07,-0.07899999999999999,0.325,2.234
-5,TAS,Tasmania,0.1,0.1,0.05,-0.02,0.13,0.19,0.04,0.15,0.03,-0.01,0.13,0.04,-0.005999999999999997,0.07500000000000001,0.148
-6,NT,Northern Territory,0.28,-0.5,1.85,-0.65,2.24,2.0,0.47,2.44,-0.52,2.8,-0.68,-0.18,-0.637,0.375,2.42
-7,QLDNorth,Queensland North,0.1,0.27,1.14,-0.49,1.98,1.42,-0.04,1.72,-0.03,1.58,0.24,0.05,-0.039,0.255,1.706
-8,QLDSouth,Queensland South,-0.03,0.13,1.62,-0.32,2.7,1.74,-0.0,3.02,0.06,2.43,0.05,-0.14,-0.129,0.095,2.6730000000000005
-9,AUS,Australia,0.31,-0.15,1.65,-0.52,1.87,1.8,0.36,2.01,-0.19,2.58,-0.45,-0.05,-0.424,0.33499999999999996,1.9959999999999998
diff --git a/.ipynb_checkpoints/out-checkpoint.csv b/.ipynb_checkpoints/out-checkpoint.csv
deleted file mode 100644
index f2ce75a..0000000
--- a/.ipynb_checkpoints/out-checkpoint.csv
+++ /dev/null
@@ -1,11 +0,0 @@
-region,abbrevs,names,fire_climate_class_mean,fire_climate_class_min,fire_climate_class_max,fire_climate_class_mode
-0,WANorth,Western Australia North,100.96926412803184,100.0,101.99419031382422,101.0
-1,WASouth,Western Australia South,101.35096746375889,100.99999999999999,103.99999946349999,101.0
-2,NSW,New South Wales and Australian Capital Territory,102.00643435266733,101.0,103.99999983995804,101.0
-3,VIC,Victoria,102.84413023686672,101.0,103.99999999716238,102.0
-4,SA,South Australia,101.32751043654588,101.0,104.0,101.0
-5,TAS,Tasmania,102.07149108578272,102.0,104.0,102.0
-6,NT,Northern Territory,100.88096291337493,99.99999999999999,101.0,101.0
-7,QLDNorth,Queensland North,100.91793602099885,100.0,103.99999992735684,101.0
-8,QLDSouth,Queensland South,101.17212105197841,100.0,103.99999965418829,101.0
-9,AUS,Australia,101.26572742475246,100.0,103.99999302020296,101.0
diff --git a/TXx_NCBLevel2DrainageBasinGroup-gda2020-v01_MME_ssp370_v1-r1-ACS-QME-AGCD-1960-2022_GWL30-GWL12-change.csv b/TXx_NCBLevel2DrainageBasinGroup-gda2020-v01_MME_ssp370_v1-r1-ACS-QME-AGCD-1960-2022_GWL30-GWL12-change.csv
deleted file mode 100644
index 810184b..0000000
--- a/TXx_NCBLevel2DrainageBasinGroup-gda2020-v01_MME_ssp370_v1-r1-ACS-QME-AGCD-1960-2022_GWL30-GWL12-change.csv
+++ /dev/null
@@ -1,192 +0,0 @@
-region,ID,name,BOM-BARPA-R-ACCESS-CM2-r4i1p1f1,BOM-BARPA-R-ACCESS-ESM1-5-r6i1p1f1,BOM-BARPA-R-CESM2-r11i1p1f1,BOM-BARPA-R-CMCC-ESM2-r1i1p1f1,BOM-BARPA-R-EC-Earth3-r1i1p1f1,BOM-BARPA-R-MPI-ESM1-2-HR-r1i1p1f1,BOM-BARPA-R-NorESM2-MM-r1i1p1f1,CSIRO-CCAM-v2203-SN-ACCESS-CM2-r4i1p1f1,CSIRO-CCAM-v2203-SN-ACCESS-ESM1-5-r6i1p1f1,CSIRO-CCAM-v2203-SN-CESM2-r11i1p1f1,CSIRO-CCAM-v2203-SN-CMCC-ESM2-r1i1p1f1,CSIRO-CCAM-v2203-SN-CNRM-ESM2-1-r1i1p1f2,CSIRO-CCAM-v2203-SN-EC-Earth3-r1i1p1f1,ensemble_median
-113,61116964,SALT LAKE,2.78,2.29,2.83,2.02,2.2,2.84,3.09,2.55,2.6,2.96,1.8,2.32,1.86,2.55
-112,61116963,NULLARBOR,2.9,2.28,2.72,1.98,2.13,2.96,3.07,2.5,2.38,2.87,1.9,2.73,2.13,2.5
-131,80908403,GASCOYNE RIVER,2.55,1.86,3.13,1.93,2.22,2.67,2.8,2.54,2.5,3.14,1.8,2.21,1.86,2.5
-111,61116962,GAIRDNER,2.47,2.22,3.02,2.09,2.03,2.65,2.74,2.18,2.67,2.84,2.04,3.06,2.13,2.47
-119,70411056,MOORE-HILL RIVERS,2.65,2.49,2.96,2.05,2.04,2.71,2.8,2.47,2.25,2.76,1.45,2.09,1.58,2.47
-133,80908405,ASHBURTON RIVER,2.5,1.82,3.02,2.3,2.32,2.59,2.74,2.46,2.47,3.25,2.11,2.29,1.71,2.46
-68,26960635,MANNING RIVER,2.8,3.23,3.49,2.38,1.68,2.48,2.47,0.99,3.39,2.32,1.33,2.45,0.44,2.45
-66,26960633,MACLEAY RIVER,2.54,3.18,3.56,2.55,1.65,2.61,2.28,1.53,3.45,2.45,1.55,2.07,0.68,2.45
-74,29049286,SHOALHAVEN RIVER,2.44,3.36,3.18,2.51,1.21,2.97,2.61,0.96,2.31,2.52,2.11,1.64,0.7,2.44
-137,90874765,DE GREY RIVER,2.55,2.2,2.94,2.08,2.43,2.47,2.87,2.43,2.85,3.08,2.37,2.24,1.87,2.43
-134,80908406,ONSLOW COAST,2.87,1.63,2.8,2.21,2.43,2.79,2.43,2.83,2.44,3.21,2.11,2.38,1.57,2.43
-129,80908401,MURCHISON RIVER,2.59,2.27,3.23,1.97,2.05,2.98,2.98,2.42,2.44,3.18,1.71,2.21,1.77,2.42
-141,102206379,VICTORIA RIVER-WISO,2.67,2.59,2.81,1.96,2.1,2.42,2.87,2.29,3.15,2.92,1.82,1.93,1.41,2.42
-47,21551931,SNOWY RIVER,2.64,3.0,3.44,2.75,1.31,3.16,3.13,1.66,2.4,2.13,1.97,2.04,0.3,2.4
-67,26960634,HASTINGS RIVER,2.55,3.26,3.8,2.93,2.08,2.4,1.94,0.9,2.88,2.5,1.55,2.35,0.05,2.4
-130,80908402,WOORAMEL RIVER,2.65,2.07,2.92,1.69,2.06,2.6,2.95,2.71,2.39,2.99,1.43,2.29,1.83,2.39
-135,80908407,FORTESCUE RIVER,2.42,2.13,3.04,2.2,2.36,2.73,2.78,2.39,2.89,3.18,2.3,2.28,1.65,2.39
-64,26960631,CLARENCE RIVER,2.15,3.18,3.84,2.47,1.5,2.56,2.38,1.15,3.48,2.61,1.47,1.61,0.86,2.38
-71,29049283,HAWKESBURY RIVER,2.78,3.7,3.19,2.35,1.37,2.76,2.37,0.57,2.97,2.59,2.14,1.85,0.6,2.37
-132,80908404,YANNARIE RIVER,2.5,1.64,2.79,1.79,2.37,2.52,2.07,2.84,2.53,2.95,1.77,2.1,1.74,2.37
-99,49999998,DARLING RIVER,2.36,2.37,2.95,2.15,1.43,2.51,2.44,1.78,2.43,2.57,1.76,2.14,1.37,2.36
-139,102206377,CAPE LEVEQUE COAST,2.18,2.44,2.56,1.75,1.84,2.25,2.36,2.49,2.55,2.86,2.64,1.93,2.0,2.36
-165,119368618,LAKE EYRE,2.48,2.06,3.08,2.04,1.89,2.37,2.48,2.12,2.32,2.73,2.14,2.72,2.35,2.35
-115,70411052,BUSSELTON COAST,2.76,2.09,2.45,1.58,2.29,2.79,2.55,2.78,2.35,2.35,1.52,1.4,1.46,2.35
-138,90874766,SANDY DESERT,2.6,2.29,2.7,2.05,2.26,2.3,2.64,2.46,2.69,2.99,2.34,1.85,1.44,2.34
-136,80908408,PORT HEDLAND COAST,2.48,2.07,2.99,2.13,2.34,2.78,2.56,2.21,2.76,3.33,2.0,2.32,1.69,2.34
-24,16644841,TULLY-MURRAY RIVERS,2.67,2.31,3.38,2.09,1.59,2.79,2.81,1.58,2.65,2.83,1.4,1.56,1.26,2.31
-65,26960632,BELLINGER RIVER,2.47,3.24,3.41,2.85,1.81,2.31,1.94,1.37,2.61,2.55,1.97,1.89,0.47,2.31
-101,50286877,SPENCER GULF,2.3,2.39,2.86,2.28,1.58,2.57,2.34,1.91,2.26,2.6,1.74,3.32,1.71,2.3
-142,102206380,FITZMAURICE RIVER,2.38,2.67,2.59,1.66,1.61,2.39,2.36,1.75,2.48,2.27,1.6,1.64,1.2,2.27
-126,70411063,DONNELLY RIVER,2.69,2.1,2.69,1.35,2.02,2.27,3.09,2.65,2.33,2.81,1.6,1.38,1.63,2.27
-150,102206388,FITZROY RIVER (WA),2.23,2.43,2.78,1.89,2.16,2.12,2.51,2.45,2.76,2.68,2.26,1.84,1.54,2.26
-75,29049287,CLYDE RIVER-JERVIS BAY,1.94,3.26,3.64,2.32,1.99,2.79,2.26,-0.01,1.56,2.48,2.61,1.55,1.16,2.26
-61,26960628,HUNTER RIVER,2.82,3.28,3.13,2.23,1.54,2.65,2.26,0.82,3.04,2.71,1.74,1.99,0.37,2.26
-76,29049288,MORUYA RIVER,2.24,3.66,3.35,3.09,2.1,3.34,3.43,0.74,2.01,2.05,2.46,1.73,0.66,2.24
-118,70411055,SWAN COAST-AVON RIVER,2.55,2.22,2.58,2.02,1.94,2.45,2.86,2.54,2.08,2.35,1.4,2.02,1.38,2.22
-72,29049284,SYDNEY COAST-GEORGES RIVER,2.44,3.29,3.44,2.39,1.73,2.61,1.86,0.1,1.91,2.87,2.22,1.93,0.54,2.22
-164,115685877,DIAMANTINA-GEORGINA RIVERS,2.61,2.19,3.01,1.88,2.25,2.16,2.54,2.22,2.75,2.58,1.92,2.16,2.1,2.22
-116,70411053,COLLIE-PRESTON RIVERS,2.57,2.22,2.62,1.79,1.96,2.24,3.18,2.65,1.89,2.37,1.39,1.8,1.54,2.22
-128,80908400,GREENOUGH RIVER,2.74,2.44,2.84,1.93,1.78,2.69,2.65,2.2,2.02,2.74,1.27,1.94,1.55,2.2
-23,16644840,JOHNSTONE RIVER,2.62,2.21,3.25,2.18,1.6,2.53,2.7,1.54,2.19,2.97,1.38,1.56,1.37,2.19
-173,120767328,ROPER RIVER,1.9,2.63,2.38,1.68,1.76,2.19,2.51,2.19,2.81,2.66,1.75,1.86,1.59,2.19
-77,29049289,TUROSS RIVER,2.06,3.19,3.05,2.45,1.99,3.14,3.09,0.7,1.65,2.19,2.82,1.79,0.77,2.19
-106,50286882,TORRENS RIVER,2.11,2.5,2.29,2.33,1.7,2.79,2.41,2.19,1.87,1.71,1.22,2.71,1.53,2.19
-107,50286883,GAWLER RIVER,2.09,2.18,2.62,2.23,1.48,2.56,2.34,2.18,1.86,1.88,1.2,2.88,1.49,2.18
-190,129999998,COOPER CREEK-BULLOO RIVER,2.65,2.07,3.04,2.01,1.92,2.25,2.32,2.06,2.44,2.66,1.89,2.18,1.91,2.18
-170,120767325,NICHOLSON-LEICHHARDT RIVERS,2.18,2.46,3.02,1.76,1.57,2.23,2.72,1.81,3.13,2.92,1.28,1.88,1.15,2.18
-46,21551930,EAST GIPPSLAND,2.92,3.15,3.73,3.25,1.88,3.79,3.66,1.08,2.08,2.17,1.94,2.1,0.39,2.17
-78,29049290,BEGA RIVER,2.1,2.42,2.85,2.32,2.03,3.02,2.87,0.49,1.95,2.16,2.46,1.87,0.52,2.16
-163,102206401,ORD-PENTECOST RIVERS,2.32,2.36,2.5,1.94,1.9,2.16,2.56,2.11,2.87,2.84,1.87,1.8,1.35,2.16
-80,31286311,FLINDERS-CAPE BARREN ISLANDS,2.41,2.49,2.15,2.48,1.68,3.95,2.16,0.71,2.17,1.68,0.76,1.29,0.55,2.15
-114,70411051,ESPERANCE COAST,2.62,2.01,2.15,1.74,1.89,2.49,2.93,2.8,2.29,2.18,1.51,1.65,1.31,2.15
-69,26960636,KARUAH RIVER,2.47,2.75,3.39,2.47,1.87,1.98,2.14,0.51,2.34,2.14,1.51,2.24,0.17,2.14
-144,102206382,DALY RIVER,2.14,2.49,2.5,1.56,1.68,2.39,2.47,2.07,2.48,2.39,1.61,1.83,1.29,2.14
-18,12117869,LOGAN-ALBERT RIVERS,1.82,2.8,3.44,2.24,0.97,2.13,2.44,0.94,2.84,2.29,0.67,0.75,1.12,2.13
-151,102206389,SOUTH ALLIGATOR RIVER,2.05,2.13,2.37,1.61,1.78,2.17,2.41,2.29,2.37,2.28,1.67,1.76,1.51,2.13
-48,21551932,MITCHELL-THOMSON RIVERS,2.75,3.0,3.1,3.09,1.65,3.35,3.26,1.43,2.13,1.65,0.94,2.02,0.49,2.13
-16,12117867,BRISBANE RIVER,1.88,2.8,3.63,2.13,1.06,2.37,2.63,1.19,3.26,2.54,1.0,1.29,0.66,2.13
-58,21551942,GLENELG RIVER,2.29,2.26,2.82,2.93,1.34,2.26,2.41,1.97,1.67,1.36,1.34,2.13,0.83,2.13
-79,29049291,TOWAMBA RIVER,2.15,2.29,3.03,2.0,1.81,3.25,2.66,0.49,1.63,2.4,2.12,1.71,0.32,2.12
-110,50286886,LAKE TORRENS-MAMBRAY COAST,2.4,2.01,2.83,1.97,1.72,2.59,2.75,1.96,2.12,2.68,2.09,3.23,2.05,2.12
-70,29049282,MACQUARIE-TUGGERAH LAKES,2.81,2.91,3.46,2.52,2.12,2.59,1.84,-0.25,1.97,2.3,1.75,1.91,0.34,2.12
-3,12117854,FITZROY RIVER (QLD),2.15,2.45,3.2,1.96,1.38,2.12,2.64,1.7,2.24,2.24,1.39,1.5,1.27,2.12
-108,50286884,WAKEFIELD RIVER,2.09,2.16,2.68,2.11,1.5,2.48,2.27,1.97,2.03,2.31,1.34,3.09,1.51,2.11
-158,102206396,LENNARD RIVER,2.11,2.3,2.63,1.83,1.8,1.81,2.51,2.05,2.5,2.13,2.21,1.85,1.52,2.11
-174,120767329,TOWNS RIVER,2.11,2.87,2.49,1.71,1.67,2.1,2.5,1.95,2.76,2.44,1.16,1.71,1.45,2.1
-109,50286885,BROUGHTON RIVER,1.96,2.2,2.46,2.16,1.5,2.59,2.34,2.01,1.87,2.1,1.49,3.04,1.52,2.1
-105,50286881,ONKAPARINGA RIVER,2.09,2.39,2.09,2.34,1.56,2.67,2.51,2.34,1.81,1.44,1.32,2.71,1.41,2.09
-148,102206386,MARY RIVER (NT),2.27,2.08,2.33,1.6,1.78,2.09,2.65,2.23,2.24,2.38,1.69,1.65,1.59,2.09
-140,102206378,KEEP RIVER,2.23,2.35,2.51,1.95,1.6,2.09,2.41,1.79,2.77,2.54,1.62,1.86,1.41,2.09
-175,120767330,LIMMEN BIGHT RIVER,2.13,2.87,2.57,1.6,1.57,2.09,2.58,1.96,3.08,2.64,1.16,1.53,1.21,2.09
-127,70411064,BLACKWOOD RIVER,2.44,1.98,2.43,1.63,1.7,2.27,2.87,2.71,2.12,2.07,1.7,1.85,1.66,2.07
-125,70411062,WARREN RIVER,2.67,2.07,2.43,1.63,1.88,2.04,3.26,2.97,2.15,2.79,1.83,1.71,1.9,2.07
-104,50286880,MYPONGA RIVER,2.06,2.08,1.53,2.38,1.35,2.25,2.68,2.49,1.66,1.04,1.33,2.72,1.25,2.06
-181,122847018,FLINDERS-NORMAN RIVERS,2.15,2.38,2.58,1.76,1.47,2.06,2.56,1.84,2.63,2.43,1.32,1.88,1.33,2.06
-54,21551938,BARWON RIVER-LAKE CORANGAMITE,2.19,2.06,2.94,2.21,1.45,2.84,2.74,2.22,1.44,1.41,0.27,1.82,0.4,2.06
-59,21551943,MILLICENT COAST,2.05,2.04,2.54,2.52,1.19,2.41,2.37,2.09,1.79,1.62,1.44,2.19,1.17,2.05
-32,16644849,BURDEKIN RIVER,2.33,2.71,3.01,1.94,1.32,2.14,2.76,1.83,2.05,2.34,1.56,1.31,1.29,2.05
-22,16644839,MULGRAVE-RUSSELL RIVERS,2.28,1.97,3.32,2.18,1.45,2.51,2.66,1.36,2.05,3.03,1.36,1.45,1.58,2.05
-63,26960630,RICHMOND RIVER,1.92,2.87,3.51,2.29,1.25,2.05,2.36,0.78,2.98,2.51,1.19,0.79,0.93,2.05
-122,70411059,KENT RIVER,2.82,2.04,2.76,1.73,1.62,1.85,2.86,3.08,2.08,2.58,1.67,1.98,1.88,2.04
-56,21551940,HOPKINS RIVER,2.08,2.04,2.72,2.64,1.42,2.52,2.62,2.17,1.63,1.47,0.82,1.93,0.73,2.04
-57,21551941,PORTLAND COAST,2.2,2.19,3.26,3.2,1.45,2.04,2.48,1.71,1.09,1.45,1.69,2.1,0.81,2.04
-94,31286325,HUON RIVER,2.08,1.41,3.12,2.03,2.22,2.04,1.83,1.42,2.33,1.27,0.75,2.1,1.65,2.03
-96,31286327,GORDON RIVER,2.3,0.98,2.81,1.99,2.27,2.15,2.24,1.4,2.03,1.64,1.37,2.32,1.66,2.03
-117,70411054,MURRAY RIVER (WA),2.58,2.45,2.55,1.82,1.76,2.26,2.89,2.81,2.01,2.02,1.55,1.91,1.47,2.02
-143,102206381,MOYLE RIVER,2.18,2.29,2.35,1.65,1.71,2.02,2.27,2.02,2.54,2.34,1.92,1.41,1.3,2.02
-102,50286878,EYRE PENINSULA,2.01,2.23,2.02,2.31,1.9,2.75,2.19,2.24,1.41,1.52,1.82,2.69,1.53,2.02
-179,120767334,CALVERT RIVER,2.09,2.56,3.16,1.6,1.64,2.01,2.81,1.58,3.52,3.1,0.93,1.35,1.12,2.01
-95,31286326,SOUTH-WEST COAST,2.34,1.26,2.74,2.22,2.02,2.54,1.98,1.48,2.01,1.54,0.92,2.41,1.27,2.01
-9,12117860,BURNETT RIVER,1.86,2.39,3.27,2.0,1.55,2.09,2.7,1.51,2.8,2.57,1.01,1.39,1.11,2.0
-177,120767332,McARTHUR RIVER,2.11,2.71,2.73,1.53,1.51,1.86,2.63,1.99,3.52,3.05,0.94,1.43,1.02,1.99
-178,120767333,ROBINSON RIVER,2.07,2.71,3.02,1.6,1.66,1.99,2.63,1.62,3.54,3.04,0.87,1.37,1.18,1.99
-121,70411058,DENMARK RIVER,2.99,1.97,2.58,1.81,1.4,1.88,2.9,2.94,1.99,2.51,2.03,1.99,1.68,1.99
-51,21551935,YARRA RIVER,2.57,2.74,3.29,2.27,1.85,3.19,3.35,1.96,1.98,1.78,0.31,1.61,0.64,1.98
-161,102206399,KING EDWARD RIVER,2.18,2.28,2.12,1.92,1.87,1.95,2.18,1.28,2.43,2.08,1.98,1.54,1.57,1.98
-147,102206385,ADELAIDE RIVER,2.18,1.97,2.06,1.55,1.88,1.96,2.72,2.13,2.15,2.37,1.62,1.55,1.65,1.97
-100,50286876,FLEURIEU PENINSULA,1.96,2.04,1.68,2.5,1.28,2.52,2.36,2.67,1.71,1.21,1.43,2.65,1.15,1.96
-123,70411060,FRANKLAND-DEEP RIVERS,2.67,1.92,2.57,1.74,1.62,1.96,2.89,3.04,2.16,2.37,1.81,1.96,1.89,1.96
-50,21551934,BUNYIP RIVER,2.43,2.86,3.08,2.34,1.96,3.33,3.19,1.72,1.63,1.48,0.39,1.43,0.23,1.96
-92,31286323,DERWENT RIVER,2.16,1.46,3.09,1.8,1.96,2.05,2.03,1.42,2.11,1.41,1.39,2.32,1.25,1.96
-162,102206400,DRYSDALE RIVER,1.95,2.37,2.41,1.83,1.69,2.09,2.45,1.38,2.67,2.27,1.93,1.81,1.5,1.95
-124,70411061,SHANNON RIVER,2.39,1.88,3.0,1.4,1.95,1.9,2.3,2.36,2.27,2.96,1.22,1.46,1.26,1.95
-60,26960627,TWEED RIVER,1.88,2.77,3.45,2.26,0.9,1.94,2.32,1.06,2.57,2.23,1.17,0.85,1.34,1.94
-27,16644844,HERBERT RIVER,1.94,2.38,2.91,1.59,1.39,2.36,2.58,1.49,2.44,2.45,1.33,1.65,1.14,1.94
-154,102206392,LIVERPOOL RIVER,1.67,2.38,2.23,1.93,1.62,2.11,2.14,1.88,2.26,2.12,1.62,1.69,1.59,1.93
-43,16644860,DAINTREE RIVER,2.02,2.18,3.03,1.8,1.49,1.93,2.72,1.45,2.11,2.67,1.3,1.62,1.37,1.93
-145,102206383,FINNISS RIVER,1.98,1.96,1.92,1.61,1.71,1.84,2.45,2.18,2.32,2.32,1.8,1.7,1.65,1.92
-159,102206397,ISDELL RIVER,1.99,2.32,2.37,1.73,1.81,1.63,2.59,1.68,2.44,1.96,1.92,1.76,1.75,1.92
-180,122847017,MORNING INLET,1.64,2.57,2.28,1.42,1.28,2.08,2.42,1.54,2.54,2.68,0.65,1.92,1.27,1.92
-155,102206393,BLYTH RIVER,1.56,2.46,2.3,1.91,1.6,2.06,2.2,1.82,2.53,2.0,1.45,1.76,1.57,1.91
-86,31286317,MERSEY RIVER,2.26,1.62,2.55,2.22,1.96,2.72,2.1,1.69,1.63,1.52,1.81,1.91,1.3,1.91
-149,102206387,WILDMAN RIVER,2.03,1.76,2.13,1.66,1.62,1.91,2.45,2.23,2.25,2.39,1.77,1.46,1.58,1.91
-19,12117870,SOUTH COAST,1.91,2.55,3.17,2.13,0.68,1.78,2.24,0.9,1.98,2.05,0.81,0.7,1.24,1.91
-73,29049285,WOLLONGONG COAST,1.9,2.99,3.44,2.47,1.59,2.63,1.6,-0.45,1.68,2.63,2.45,1.57,1.19,1.9
-176,120767331,ROSIE RIVER,1.97,2.58,2.75,1.57,1.62,1.78,2.35,1.9,3.24,2.91,0.88,1.6,1.31,1.9
-160,102206398,PRINCE REGENT RIVER,1.92,2.44,2.08,1.68,1.84,1.73,2.28,1.2,2.45,2.01,1.9,1.46,1.78,1.9
-15,12117866,PINE RIVER,1.72,2.79,2.82,1.9,0.72,2.08,2.32,0.99,2.74,2.18,1.05,0.71,0.72,1.9
-89,31286320,PIPER-RINGAROOMA RIVERS,2.47,1.9,3.0,2.37,1.64,3.45,2.35,1.19,1.83,1.62,1.68,1.89,1.23,1.89
-41,16644858,JEANNIE RIVER,1.47,2.24,2.93,1.89,1.19,1.62,2.71,1.89,1.99,2.09,1.33,1.2,1.06,1.89
-152,102206390,EAST ALLIGATOR RIVER,1.64,1.88,2.1,1.71,1.52,2.02,2.2,1.92,2.14,2.06,1.89,1.71,1.38,1.89
-87,31286318,RUBICON RIVER,2.61,1.89,2.98,2.14,1.88,2.85,2.19,1.27,1.39,1.64,1.64,1.86,0.86,1.88
-156,102206394,GOYDER RIVER,1.65,2.54,2.33,1.8,1.6,2.07,2.41,1.88,2.47,1.94,1.49,1.69,1.48,1.88
-171,120767326,WALKER RIVER,1.67,2.49,2.39,1.77,1.73,1.85,2.28,1.95,2.48,2.22,1.27,1.87,1.52,1.87
-97,31286328,KING-HENTY RIVERS,2.51,0.94,2.88,1.87,2.21,2.47,2.45,1.11,1.79,1.39,1.04,2.15,1.69,1.87
-42,16644859,ENDEAVOUR RIVER,1.87,2.35,2.97,1.89,1.34,1.56,2.77,1.31,1.98,2.27,1.01,1.14,0.94,1.87
-25,16644842,CARDWELL COAST,2.66,1.87,3.51,1.72,1.45,3.12,2.39,1.17,2.62,3.08,1.2,1.44,1.27,1.87
-44,16644861,MOSSMAN RIVER,1.86,2.09,2.96,1.65,1.45,2.0,2.44,1.25,1.9,2.71,1.33,1.57,1.7,1.86
-85,31286316,FORTH RIVER,2.11,1.47,2.35,2.1,1.93,2.55,1.95,1.69,1.64,1.5,1.81,1.86,1.52,1.86
-120,70411057,ALBANY COAST,2.4,1.98,2.15,1.79,1.28,1.6,2.35,2.46,2.16,1.85,1.82,1.85,1.37,1.85
-168,120767323,SETTLEMENT CREEK,1.84,2.3,3.11,1.75,1.59,2.01,2.85,1.72,3.14,2.92,0.8,1.46,1.14,1.84
-81,31286312,PIEMAN RIVER,2.45,1.19,2.66,2.0,2.18,2.42,2.08,1.5,1.76,1.45,1.34,1.84,1.77,1.84
-103,50286879,KANGAROO ISLAND,1.7,2.08,1.83,2.31,1.41,2.51,2.15,2.32,1.58,1.45,1.37,2.32,1.26,1.83
-52,21551936,WERRIBEE RIVER,2.35,2.18,2.74,1.83,1.17,3.01,3.08,2.24,1.51,1.62,0.14,1.59,0.68,1.83
-21,16644838,BARRON RIVER,1.75,2.35,2.81,1.83,1.18,2.06,2.76,1.32,2.29,2.24,1.11,1.67,1.43,1.83
-166,119999998,MITCHELL-COLEMAN RIVERS (QLD),1.84,2.18,2.18,1.54,1.47,1.85,2.41,1.62,1.82,2.11,1.5,1.6,1.48,1.82
-38,16644855,LOCKHART RIVER,1.12,2.12,1.99,1.89,1.1,1.49,2.12,1.55,2.3,2.14,1.33,1.82,1.22,1.82
-84,31286315,SMITHTON-BURNIE COAST,2.42,1.82,2.4,2.26,1.95,3.04,2.12,1.56,1.59,1.28,1.73,1.68,1.27,1.82
-11,12117862,MARY RIVER (QLD),1.5,2.57,3.02,1.8,1.5,1.95,2.41,0.97,2.62,2.0,1.01,1.09,0.9,1.8
-26,16644843,HINCHINBROOK ISLAND,2.3,1.8,3.13,1.82,1.33,3.16,1.75,1.32,2.48,3.39,1.16,1.66,1.21,1.8
-53,21551937,LITTLE RIVER,2.5,2.16,2.66,1.8,1.13,2.83,3.08,2.27,1.3,1.6,0.05,1.74,0.68,1.8
-153,102206391,GOOMADEER RIVER,1.57,2.18,2.01,1.75,1.34,1.94,2.06,1.79,2.28,1.96,1.61,1.56,1.48,1.79
-167,120767322,KOOLATONG RIVER,1.57,2.42,2.39,1.72,1.63,1.78,2.3,1.86,2.57,2.06,1.2,1.78,1.45,1.78
-88,31286319,TAMAR RIVER,2.54,1.62,2.95,2.36,1.73,2.97,2.23,1.35,1.78,1.41,1.82,1.7,0.74,1.78
-146,102206384,BATHURST-MELVILLE ISLANDS,1.74,1.77,1.95,1.67,1.58,1.79,2.01,2.0,2.14,1.92,1.65,1.58,1.58,1.77
-62,26960629,BRUNSWICK RIVER,1.77,2.47,3.23,2.27,0.7,1.87,2.19,0.97,1.69,2.41,1.4,0.6,1.58,1.77
-83,31286314,ARTHUR RIVER,2.36,1.71,2.61,2.17,2.25,2.75,1.92,1.76,1.6,1.37,1.48,1.61,1.73,1.76
-82,31286313,SANDY CAPE COAST,2.8,1.06,2.65,1.69,2.2,2.65,2.27,1.35,1.69,1.84,1.28,1.76,1.37,1.76
-172,120767327,GROOTE EYLANDT,1.67,1.76,2.58,1.58,1.66,1.58,2.04,1.93,2.55,2.26,1.07,1.85,1.36,1.76
-157,102206395,BUCKINGHAM RIVER,1.56,2.28,2.17,1.75,1.5,1.88,2.32,1.84,2.35,1.74,1.23,1.67,1.35,1.75
-55,21551939,OTWAY COAST,2.11,1.94,3.47,2.52,1.64,2.43,2.6,1.75,1.08,1.55,0.79,1.46,0.2,1.75
-49,21551933,SOUTH GIPPSLAND,2.44,2.48,2.64,2.38,1.74,3.51,2.89,1.41,1.61,1.2,0.33,1.44,0.0,1.74
-189,129256260,HOLROYD RIVER,1.59,2.0,1.99,1.44,1.39,1.94,1.99,1.4,1.73,2.11,1.49,1.85,1.58,1.73
-31,16644848,OLIVE-PASCOE RIVERS,1.1,2.04,1.86,1.72,1.35,1.56,2.18,1.56,2.03,2.04,1.17,1.93,1.46,1.72
-169,120767324,MORNINGTON ISLAND,1.72,2.3,1.83,1.62,1.14,1.93,2.22,1.53,1.98,2.34,0.96,1.11,0.98,1.72
-90,31286321,EAST COAST,2.46,1.9,3.11,2.08,1.6,2.85,2.35,0.77,1.66,1.43,1.61,1.72,0.59,1.72
-185,129256256,WENLOCK RIVER,1.33,1.8,1.76,1.57,1.36,1.74,1.94,1.42,1.71,2.05,1.39,1.83,1.67,1.71
-14,12117865,MAROOCHY RIVER,1.51,2.82,2.96,1.95,0.89,1.7,2.5,0.73,2.33,2.36,1.1,0.92,0.94,1.7
-182,129256253,ARCHER-WATSON RIVERS,1.4,2.0,1.85,1.41,1.34,1.92,1.91,1.45,1.8,2.11,1.44,1.7,1.47,1.7
-93,31286324,KINGSTON COAST,1.9,1.75,3.33,1.48,1.5,2.03,1.69,0.8,2.08,0.99,0.64,1.84,0.9,1.69
-186,129256257,DUCIE RIVER,1.43,1.69,1.74,1.59,1.58,1.63,1.94,1.45,1.72,1.88,1.41,1.77,1.67,1.67
-39,16644856,STEWART RIVER,1.01,2.23,1.97,1.66,1.11,1.68,2.05,1.47,2.42,2.0,1.43,1.28,1.09,1.66
-187,129256258,JARDINE RIVER,1.39,1.77,1.87,1.57,1.48,1.55,1.92,1.64,2.0,1.83,1.36,1.73,1.46,1.64
-0,12117851,STYX RIVER,1.74,1.2,2.98,1.05,0.82,2.29,2.02,1.58,1.63,1.66,1.25,1.07,1.8,1.63
-36,16644853,PIONEER RIVER,1.74,2.01,2.71,1.63,0.97,2.21,1.97,1.32,1.58,1.73,1.22,0.82,1.45,1.63
-40,16644857,NORMANBY RIVER,1.49,2.33,2.22,1.63,1.33,1.71,2.47,1.42,1.94,2.34,1.09,1.51,1.51,1.63
-7,12117858,BAFFLE CREEK,1.45,2.2,2.18,1.13,1.61,1.85,2.09,1.17,2.14,1.84,0.71,1.21,1.39,1.61
-20,16644837,JACKY JACKY CREEK,1.18,1.78,1.89,1.47,1.45,1.51,1.81,1.55,2.09,1.85,1.31,1.85,1.32,1.55
-8,12117859,KOLAN RIVER,1.53,2.41,2.61,1.35,1.48,1.84,2.16,1.25,2.29,2.13,0.95,1.25,1.3,1.53
-28,16644845,BLACK RIVER,1.84,1.02,2.94,1.25,1.27,2.76,1.86,1.45,1.67,2.69,1.12,1.53,1.16,1.53
-184,129256255,EMBLEY RIVER,1.46,1.53,1.95,1.44,1.59,1.88,1.91,1.45,1.52,2.05,1.43,1.53,1.69,1.53
-12,12117863,FRASER ISLAND,1.5,2.21,2.63,1.11,2.08,1.72,1.94,0.96,1.53,2.44,0.99,0.85,1.48,1.53
-183,129256254,WARD RIVER,1.46,1.32,2.09,1.42,1.74,2.01,2.02,1.5,1.53,2.07,1.5,1.46,1.68,1.53
-10,12117861,BURRUM RIVER,1.45,2.21,2.42,1.02,1.51,1.67,2.17,1.15,1.91,1.95,1.04,0.93,1.03,1.51
-13,12117864,NOOSA RIVER,1.34,2.38,2.69,1.5,1.43,1.8,2.04,0.39,1.97,2.06,0.82,0.94,0.86,1.5
-30,16644847,HAUGHTON RIVER,1.59,1.49,3.18,1.56,1.19,2.95,2.38,1.08,1.2,2.31,1.45,1.4,1.27,1.49
-6,12117857,BOYNE RIVER,1.42,2.36,2.61,1.43,1.48,1.87,2.06,1.26,2.05,1.86,1.1,1.48,1.22,1.48
-34,16644851,PROSERPINE RIVER,1.48,1.47,2.68,1.19,0.92,2.6,2.18,1.14,1.37,2.51,1.11,1.28,1.48,1.47
-37,16644854,PLANE CREEK,1.5,1.56,2.44,1.15,0.92,2.11,1.39,0.82,1.61,1.79,1.08,0.95,1.43,1.43
-91,31286322,COAL RIVER,2.14,1.42,3.12,1.39,1.27,1.95,2.06,0.88,1.89,1.42,1.17,1.72,0.65,1.42
-4,12117855,CURTIS ISLAND,1.49,0.97,2.21,1.17,1.42,1.86,1.58,1.38,1.67,1.41,0.87,1.06,1.73,1.42
-5,12117856,CALLIOPE RIVER,1.39,2.06,2.57,1.32,1.42,1.78,1.99,1.2,1.9,1.61,1.42,1.42,1.4,1.42
-29,16644846,ROSS RIVER,1.73,1.02,3.11,1.25,1.32,2.82,2.02,1.33,1.46,2.65,1.24,1.42,0.99,1.42
-35,16644852,O'CONNELL RIVER,1.51,1.71,2.71,1.25,0.78,2.31,1.96,0.99,1.35,1.99,1.08,1.15,1.41,1.41
-33,16644850,DON RIVER,1.52,1.31,2.89,1.32,0.92,2.84,2.54,0.77,1.04,2.38,1.22,1.35,1.37,1.35
-1,12117852,SHOALWATER CREEK,1.67,0.88,2.91,0.83,0.8,2.09,2.09,1.44,1.18,1.3,1.24,1.02,1.6,1.3
-2,12117853,WATER PARK CREEK,1.58,1.24,2.79,1.17,1.03,1.67,2.04,0.51,1.76,1.27,0.71,0.95,1.49,1.27
-98,31286329,KING ISAND,2.58,1.05,2.28,1.21,0.85,2.24,1.92,1.22,1.62,1.14,1.17,1.43,0.62,1.22
-17,12117868,STRADBROKE ISLAND,1.22,1.6,2.14,0.89,1.15,1.46,0.82,0.14,0.2,1.99,1.19,0.27,1.64,1.19
-45,19999998,WHITSUNDAY ISLANDS,,,,,,,,,,,,,,
-188,129256259,TORRES STRAIT ISLANDS,,,,,,,,,,,,,,
diff --git a/ffdi_ncra-aus-regions_MME_ssp370_v1-r1_GWL1.5-GWL1.2.csv b/ffdi_ncra-aus-regions_MME_ssp370_v1-r1_GWL1.5-GWL1.2.csv
deleted file mode 100644
index e0f7856..0000000
--- a/ffdi_ncra-aus-regions_MME_ssp370_v1-r1_GWL1.5-GWL1.2.csv
+++ /dev/null
@@ -1,11 +0,0 @@
-region,abbrevs,names,BOM-BARPA-R-ACCESS-CM2-r4i1p1f1,BOM-BARPA-R-CESM2-r11i1p1f1,BOM-BARPA-R-CMCC-ESM2-r1i1p1f1,BOM-BARPA-R-EC-Earth3-r1i1p1f1,BOM-BARPA-R-MPI-ESM1-2-HR-r1i1p1f1,BOM-BARPA-R-NorESM2-MM-r1i1p1f1,CSIRO-CCAM-v2203-SN-ACCESS-CM2-r4i1p1f1,CSIRO-CCAM-v2203-SN-ACCESS-ESM1-5-r6i1p1f1,CSIRO-CCAM-v2203-SN-CESM2-r11i1p1f1,CSIRO-CCAM-v2203-SN-CMCC-ESM2-r1i1p1f1,CSIRO-CCAM-v2203-SN-CNRM-ESM2-1-r1i1p1f2,CSIRO-CCAM-v2203-SN-EC-Earth3-r1i1p1f1,ensemble_p10,ensemble_p50,ensemble_p90
-0,WANorth,Western Australia North,0.81,-0.53,2.07,-0.55,1.33,2.55,0.61,2.11,-0.51,3.32,-1.35,-0.54,-0.549,0.71,2.506
-1,WASouth,Western Australia South,0.7,-0.25,1.83,-0.66,0.55,1.84,0.83,1.33,-0.17,2.8,-1.04,0.16,-0.619,0.625,1.8390000000000002
-2,NSW,New South Wales and Australian Capital Territory,-0.17,-0.21,1.09,-0.33,3.05,1.42,-0.1,1.89,-0.08,1.71,0.2,0.27,-0.206,0.23500000000000001,1.8719999999999999
-3,VIC,Victoria,0.17,0.28,0.53,-0.34,1.55,0.97,-0.15,0.86,0.08,0.66,0.49,-0.06,-0.141,0.385,0.959
-4,SA,South Australia,0.2,0.19,1.91,-0.54,2.25,1.65,0.45,2.09,0.02,3.39,-0.09,0.07,-0.07899999999999999,0.325,2.234
-5,TAS,Tasmania,0.1,0.1,0.05,-0.02,0.13,0.19,0.04,0.15,0.03,-0.01,0.13,0.04,-0.005999999999999997,0.07500000000000001,0.148
-6,NT,Northern Territory,0.28,-0.5,1.85,-0.65,2.24,2.0,0.47,2.44,-0.52,2.8,-0.68,-0.18,-0.637,0.375,2.42
-7,QLDNorth,Queensland North,0.1,0.27,1.14,-0.49,1.98,1.42,-0.04,1.72,-0.03,1.58,0.24,0.05,-0.039,0.255,1.706
-8,QLDSouth,Queensland South,-0.03,0.13,1.62,-0.32,2.7,1.74,-0.0,3.02,0.06,2.43,0.05,-0.14,-0.129,0.095,2.6730000000000005
-9,AUS,Australia,0.31,-0.15,1.65,-0.52,1.87,1.8,0.36,2.01,-0.19,2.58,-0.45,-0.05,-0.424,0.33499999999999996,1.9959999999999998