diff --git a/data/cotterellRegions.csv b/data/cotterellRegions.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c65c52a6d4a14865dca40ef51bc9f57f6f6c9a73
--- /dev/null
+++ b/data/cotterellRegions.csv
@@ -0,0 +1,174 @@
+"Country","Region"
+"Afghanistan","South Asia"
+"Albania","Southern Europe"
+"Algeria","North Africa"
+"Angola","Central Africa"
+"Antigua and Barbuda","Carribean"
+"Argentina","South America"
+"Armenia","West Asia"
+"Armenia","Eastern Europe"
+"Australia","Australia & NZ"
+"Austria","Western Europe"
+"Azerbaijan","Eastern Europe"
+"Bahamas","Carribean"
+"Bangladesh","South Asia"
+"Barbados","Carribean"
+"Belarus","Eastern Europe"
+"Belgium","Western Europe"
+"Belize","Central America"
+"Benin","West Africa"
+"Bermuda","North America"
+"Bolivia (Plurinational State of)","South America"
+"Bosnia and Herzegovina","Eastern Europe"
+"Botswana","South Africa"
+"Brazil","South America"
+"Brunei Darussalam","South-East Asia"
+"Bulgaria","Eastern Europe"
+"Burkina Faso","West Africa"
+"Cabo Verde","West Africa"
+"Cambodia","South-East Asia"
+"Cameroon","Central Africa"
+"Canada","North America"
+"Central African Republic","Central Africa"
+"Chad","Central Africa"
+"Chile","South America"
+"China","East Asia"
+"Colombia","South America"
+"Congo","Central Africa"
+"Costa Rica","Central America"
+"Cote d'Ivoire","West Africa"
+"Croatia","Eastern Europe"
+"Cuba","Carribean"
+"Cyprus","West Asia"
+"Czechia","Eastern Europe"
+"Democratic People's Republic of Korea","East Asia"
+"Denmark","Northern Europe"
+"Djibouti","East Africa"
+"Dominica","Carribean"
+"Dominican Republic","Carribean"
+"Ecuador","South America"
+"Egypt","North Africa"
+"El Salvador","Central America"
+"Eritrea","East Africa"
+"Estonia","Eastern Europe"
+"Ethiopia","East Africa"
+"Fiji","Melanesia"
+"Finland","Northern Europe"
+"France","Western Europe"
+"French Polynesia","Polynesia"
+"Gabon","Central Africa"
+"Gambia","West Africa"
+"Georgia","Eastern Europe"
+"Germany","Western Europe"
+"Ghana","West Africa"
+"Greece","Southern Europe"
+"Grenada","Carribean"
+"Guatemala","Central America"
+"Guinea","West Africa"
+"Guinea-Bissau","West Africa"
+"Guyana","South America"
+"Haiti","Carribean"
+"Honduras","Central America"
+"Hungary","Eastern Europe"
+"India","South Asia"
+"Indonesia","South-East Asia"
+"Iran (Islamic Republic of)","South Asia"
+"Iraq","West Asia"
+"Ireland","Northern Europe"
+"Israel","West Asia"
+"Italy","Southern Europe"
+"Jamaica","Carribean"
+"Japan","East Asia"
+"Jordan","West Asia"
+"Kazakhstan","West Asia"
+"Kenya","East Africa"
+"Kiribati","Micronesia"
+"Kuwait","West Asia"
+"Kyrgyzstan","West Asia"
+"Lao People's Democratic Republic","South-East Asia"
+"Latvia","Eastern Europe"
+"Lebanon","West Asia"
+"Lesotho","South Africa"
+"Liberia","West Africa"
+"Lithuania","Eastern Europe"
+"Luxembourg","Western Europe"
+"Madagascar","East Africa"
+"Malawi","East Africa"
+"Malaysia","South-East Asia"
+"Maldives","South Asia"
+"Mali","West Africa"
+"Malta","Southern Europe"
+"Mauritania","West Africa"
+"Mauritius","East Africa"
+"Mexico","Central America"
+"Mongolia","East Asia"
+"Montenegro","Eastern Europe"
+"Morocco","North Africa"
+"Mozambique","East Africa"
+"Myanmar","South-East Asia"
+"Namibia","South Africa"
+"Nepal","South Asia"
+"Netherlands","Western Europe"
+"New Caledonia","Melanesia"
+"New Zealand","Australia & NZ"
+"Nicaragua","Central America"
+"Niger","West Africa"
+"Nigeria","West Africa"
+"Norway","Northern Europe"
+"Oman","West Asia"
+"Pakistan","South Asia"
+"Panama","Central America"
+"Paraguay","South America"
+"Peru","South America"
+"Philippines","South-East Asia"
+"Poland","Eastern Europe"
+"Portugal","Southern Europe"
+"Republic of Korea","East Asia"
+"Republic of Moldova","Eastern Europe"
+"Romania","Eastern Europe"
+"Russian Federation","Eastern Europe"
+"Rwanda","East Africa"
+"Saint Kitts and Nevis","Carribean"
+"Saint Lucia","Carribean"
+"Saint Vincent and the Grenadines","Carribean"
+"Samoa","Polynesia"
+"Sao Tome and Principe","Central Africa"
+"Saudi Arabia","West Asia"
+"Senegal","West Africa"
+"Serbia","Eastern Europe"
+"Sierra Leone","West Africa"
+"Slovakia","Eastern Europe"
+"Slovenia","Eastern Europe"
+"Solomon Islands","Melanesia"
+"Somalia","East Africa"
+"South Africa","South Africa"
+"South Sudan","East Africa"
+"Spain","Southern Europe"
+"Sri Lanka","South Asia"
+"Sudan","North Africa"
+"Suriname","South America"
+"Swaziland","South Africa"
+"Sweden","Northern Europe"
+"Switzerland","Western Europe"
+"Tajikistan","West Asia"
+"Thailand","South-East Asia"
+"The former Yugoslav Republic of Macedonia","Eastern Europe"
+"Togo","West Africa"
+"Trinidad and Tobago","Carribean"
+"Tunisia","North Africa"
+"Turkey","West Asia"
+"Turkmenistan","West Asia"
+"Uganda","East Africa"
+"Ukraine","Eastern Europe"
+"United Arab Emirates","West Asia"
+"United Kingdom","Northern Europe"
+"United Republic of Tanzania","East Africa"
+"United States of America","North America"
+"Uruguay","South America"
+"Uzbekistan","West Asia"
+"Vanuatu","Melanesia"
+"Venezuela (Bolivarian Republic of)","South America"
+"Viet Nam","South-East Asia"
+"Yemen","West Asia"
+"Zambia","East Africa"
+"Zimbabwe","East Africa"
diff --git a/data/historicShocks.csv b/data/historicShocks.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bbcc5793487d681a4f601c99fe74164855b38f9
--- /dev/null
+++ b/data/historicShocks.csv
@@ -0,0 +1,412 @@
+"Country" "Region" "Year" "Sector" "PropMagnitude" "AbsMagnitude"
+"Slovenia" "Eastern Europe" 1992 "FruitVeg" 0.498073358726274 0.26255576996448
+"Slovenia" "Eastern Europe" 1993 "FruitVeg" 0.401074059404807 0.190276587786613
+"Eritrea" "East Africa" 1985 "FruitVeg" 0.0119174693385936 0.0007355021421361
+"Luxembourg" "Western Europe" 2000 "FruitVeg" 0.699438166018662 0.0809831636140494
+"Russian Federation" "Eastern Europe" 1992 "FruitVeg" 0.433701534546461 10.7926034769189
+"Latvia" "Eastern Europe" 1999 "FruitVeg" 0.350658002115762 0.0966793333333333
+"Kyrgyzstan" "West Asia" 2002 "FruitVeg" 0.170513874513606 0.138824666666667
+"Kazakhstan" "West Asia" 1992 "FruitVeg" 0.451236655876364 1.24147705989751
+"Georgia" "Eastern Europe" 2006 "FruitVeg" 0.412542464533639 0.403070833333333
+"Estonia" "Eastern Europe" 1992 "FruitVeg" 0.574543576667955 0.147416918781437
+"Belarus" "Eastern Europe" 2011 "FruitVeg" 0.204954422570952 0.579485333333334
+"Armenia" "Eastern Europe" 2010 "FruitVeg" 0.134594705403 0.185372666666667
+"Antigua and Barbuda" "Carribean" 1995 "FruitVeg" 0.0740532702833332 0.000944833333333334
+"Bermuda" "North America" 1971 "FruitVeg" 0.397593875318994 0.000908833333333333
+"Bermuda" "North America" 1972 "FruitVeg" 0.473751294511272 0.000991166666666667
+"Brunei Darussalam" "South-East Asia" 1984 "FruitVeg" 0.154924154924155 0.002012
+"Burkina Faso" "West Africa" 2007 "FruitVeg" 0.346436480323925 0.181158333333333
+"Cabo Verde" "West Africa" 2010 "FruitVeg" 0.0497759888570222 0.00302566666666666
+"Chad" "Central Africa" 2007 "FruitVeg" 0.0135303586538554 0.00303016666666667
+"Cuba" "Carribean" 2006 "FruitVeg" 0.20680545580922 1.24130066666667
+"Dominica" "Carribean" 1979 "FruitVeg" 0.164379292524843 0.0138896666666667
+"Dominican Republic" "Carribean" 2008 "FruitVeg" 0.112158927126215 0.283427833333333
+"Ecuador" "South America" 1998 "FruitVeg" 0.0387903186510845 0.282609000000002
+"France" "Western Europe" 1978 "FruitVeg" 0.0362375789428924 0.763320333333329
+"Gambia" "West Africa" 2000 "FruitVeg" 0.0673505656000256 0.00105483333333333
+"Grenada" "Carribean" 2005 "FruitVeg" 0.336474812072254 0.011996
+"Guinea" "West Africa" 1998 "FruitVeg" 0.0465210826766903 0.0761514999999999
+"Guinea-Bissau" "West Africa" 1973 "FruitVeg" 0.115754395372889 0.0100733333333333
+"Guyana" "South America" 1998 "FruitVeg" 0.134110003006123 0.0211908333333333
+"Iceland" "Northern Europe" 2013 "FruitVeg" 0.0858940397350993 0.000432333333333333
+"Ireland" "Northern Europe" 1983 "FruitVeg" 0.291422900517662 0.0905426666666667
+"Israel" "West Asia" 1991 "FruitVeg" 0.0547767952283967 0.156230166666667
+"Jordan" "West Asia" 1996 "FruitVeg" 0.156152448636404 0.174078333333333
+"Kenya" "East Africa" 2011 "FruitVeg" 0.0628457565153954 0.336840999999999
+"Lesotho" "South Africa" 2009 "FruitVeg" 0.099563862928349 0.004794
+"Liberia" "West Africa" 2006 "FruitVeg" 0.106007815095142 0.0337213333333333
+"Maldives" "South Asia" 2005 "FruitVeg" 0.150313654965377 0.00530749999999999
+"Mali" "West Africa" 2008 "FruitVeg" 0.174588651861492 0.176191666666667
+"Mauritania" "West Africa" 1998 "FruitVeg" 0.173441894892672 0.005858
+"Mongolia" "East Asia" 1992 "FruitVeg" 0.800280764722057 0.0368646666666667
+"Rwanda" "East Africa" 1993 "FruitVeg" 0.220334626933487 0.6832655
+"Saint Vincent and the Grenadines" "Carribean" 1994 "FruitVeg" 0.457160990716902 0.0488608333333333
+"Sierra Leone" "West Africa" 1998 "FruitVeg" 0.0255132860100177 0.0104183333333334
+"Solomon Islands" "Melanesia" 1987 "FruitVeg" 0.222303330730316 0.065475
+"Suriname" "South America" 2003 "FruitVeg" 0.378532125108116 0.0393151666666667
+"Swaziland" "South Africa" 1993 "FruitVeg" 0.287604970735431 0.0452076666666667
+"Sweden" "Northern Europe" 1991 "FruitVeg" 0.39384041767375 0.169816833333333
+"Togo" "West Africa" 2012 "FruitVeg" 0.155819082598702 0.0519628333333333
+"Uganda" "East Africa" 2008 "FruitVeg" 0.448027031345121 4.94054916666667
+"United Arab Emirates" "West Asia" 2001 "FruitVeg" 0.196196143569912 0.332755166666667
+"Zimbabwe" "East Africa" 2009 "FruitVeg" 0.0814625205559553 0.0402158333333333
+"Croatia" "Southern Europe" 1992 "WheatBarleyOats" 0.437735306613895 0.635898142135912
+"Slovenia" "Eastern Europe" 1992 "WheatBarleyOats" 0.697541564323386 0.452592565545547
+"Bosnia and Herzegovina" "Eastern Europe" 1992 "WheatBarleyOats" 0.677786731288188 0.947431944664073
+"Eritrea" "East Africa" 1984 "WheatBarleyOats" 0.0941924492365425 0.0149441100889792
+"Uzbekistan" "West Asia" 1992 "WheatBarleyOats" 0.896465279632338 10.9022975436173
+"Tajikistan" "West Asia" 1992 "WheatBarleyOats" 0.930085988665988 2.9126743383328
+"Georgia" "Eastern Europe" 1992 "WheatBarleyOats" 0.899954371601937 2.48678917822832
+"Armenia" "Eastern Europe" 1992 "WheatBarleyOats" 0.848784138505842 1.66008579800575
+"Afghanistan" "South Asia" 2001 "WheatBarleyOats" 0.331436511612519 0.834833333333333
+"Albania" "Southern Europe" 1991 "WheatBarleyOats" 0.546177112257041 0.367176666666667
+"Albania" "Southern Europe" 1992 "WheatBarleyOats" 0.568666144581272 0.347340333333333
+"Albania" "Southern Europe" 1993 "WheatBarleyOats" 0.103760154908908 0.0566573333333333
+"Angola" "Central Africa" 1969 "WheatBarleyOats" 0.342093023255814 0.007355
+"Australia" "Australia & NZ" 2007 "WheatBarleyOats" 0.218148957912289 6.3352965
+"Bangladesh" "South Asia" 1986 "WheatBarleyOats" 0.0569920021148284 0.0638146666666668
+"Botswana" "South Africa" 1998 "WheatBarleyOats" 0.406704242064669 0.0020565
+"Cameroon" "Central Africa" 1982 "WheatBarleyOats" 0.198931909212283 0.0002235
+"Chad" "Central Africa" 2011 "WheatBarleyOats" 0.519463927718123 0.2364405
+"Congo" "Central Africa" 1999 "WheatBarleyOats" 0.15661588820345 0.000414666666666666
+"Cote d'Ivoire" "West Africa" 1970 "WheatBarleyOats" 0.743243243243243 0.0055
+"Democratic People's Republic of Korea" "East Asia" 2000 "WheatBarleyOats" 0.530973451327434 0.18
+"Democratic People's Republic of Korea" "East Asia" 2001 "WheatBarleyOats" 0.0646315789473685 0.0188293333333334
+"Gambia" "West Africa" 1974 "WheatBarleyOats" 0.785714285714286 0.0055
+"Guatemala" "Central America" 1985 "WheatBarleyOats" 0.144122682555223 0.00917566666666666
+"Iran (Islamic Republic of)" "South Asia" 2008 "WheatBarleyOats" 0.44725979332894 7.69036766666667
+"Kenya" "East Africa" 2011 "WheatBarleyOats" 0.16693587269485 0.0675741666666667
+"Kuwait" "West Asia" 2003 "WheatBarleyOats" 0.0421968319916906 0.000108333333333334
+"Madagascar" "East Africa" 1996 "WheatBarleyOats" 0.52 0.00433333333333333
+"Madagascar" "East Africa" 1997 "WheatBarleyOats" 0.387755102040816 0.00316666666666667
+"Namibia" "South Africa" 2000 "WheatBarleyOats" 0.377281394715336 0.0020775
+"New Caledonia" "Melanesia" 1987 "WheatBarleyOats" 0.400998336106489 0.000160666666666667
+"Nigeria" "West Africa" 1988 "WheatBarleyOats" 0.20265780730897 0.0203333333333333
+"Peru" "South America" 1990 "WheatBarleyOats" 0.345014941946011 0.0882436666666666
+"Republic of Korea" "East Asia" 1977 "WheatBarleyOats" 0.48334741992593 1.11382466666667
+"Saudi Arabia" "West Asia" 1995 "WheatBarleyOats" 0.441462779915308 1.92994033333333
+"Swaziland" "South Africa" 1976 "WheatBarleyOats" 0.769459298871064 0.0006475
+"Swaziland" "South Africa" 1991 "WheatBarleyOats" 0.697542533081285 0.0009225
+"Switzerland" "Western Europe" 1987 "WheatBarleyOats" 0.0296288764616167 0.0242833333333333
+"United Arab Emirates" "West Asia" 1993 "WheatBarleyOats" 0.588008257786554 0.00109183333333333
+"Uruguay" "South America" 2012 "WheatBarleyOats" 0.26173233210795 0.445138166666667
+"Venezuela (Bolivarian Republic of)" "South America" 1968 "WheatBarleyOats" 0.317444921712623 0.000381833333333333
+"Serbia" "Eastern Europe" 2013 "Pulses" 0.246791963707064 0.0291946666666667
+"Croatia" "Southern Europe" 1992 "Pulses" 0.538089290243864 0.02323783565757
+"Croatia" "Southern Europe" 1993 "Pulses" 0.426795770229148 0.01631819099465
+"Slovenia" "Eastern Europe" 1992 "Pulses" 0.72714576651975 0.01402568734368
+"Bosnia and Herzegovina" "Eastern Europe" 1992 "Pulses" 0.489973642908175 0.02036071517364
+"Somalia" "East Africa" 2009 "Pulses" 0.0982439773086357 0.00581606312458333
+"South Sudan" "East Africa" 2009 "Pulses" 0.0982439773086355 0.00487798728625
+"Ethiopia" "East Africa" 2013 "Pulses" 0.369093769643172 0.748171833333334
+"Albania" "Southern Europe" 1991 "Pulses" 0.309222797927461 0.00696266666666667
+"Angola" "Central Africa" 2012 "Pulses" 0.481867675224691 0.0894826666666667
+"Argentina" "South America" 2005 "Pulses" 0.254967173271118 0.0767903333333333
+"Argentina" "South America" 2013 "Pulses" 0.469633941613796 0.215407
+"Australia" "Australia & NZ" 2007 "Pulses" 0.203140223012828 0.393969166666667
+"Austria" "Western Europe" 1996 "Pulses" 0.299524723402263 0.0437261666666667
+"Bahamas" "Carribean" 1978 "Pulses" 0.255675675675676 0.000157666666666667
+"Barbados" "Carribean" 2004 "Pulses" 0.0829845576562274 9.58333333333332e-05
+"Botswana" "South Africa" 2005 "Pulses" 0.27007299270073 0.00555
+"Bulgaria" "Eastern Europe" 1968 "Pulses" 0.326898786410892 0.0465418333333333
+"Cabo Verde" "West Africa" 1981 "Pulses" 0.79296066252588 0.001915
+"Canada" "North America" 2003 "Pulses" 0.0960460970329809 0.3017
+"Chad" "Central Africa" 1999 "Pulses" 0.0140222446200908 0.000792999999999995
+"China" "East Asia" 1991 "Pulses" 0.501643608577447 2.78871716666667
+"China" "East Asia" 1992 "Pulses" 0.554186868243636 2.8258695
+"Costa Rica" "Central America" 1996 "Pulses" 0.406650981153128 0.0139708333333333
+"Cote d'Ivoire" "West Africa" 1996 "Pulses" 0.220474734236202 0.001514
+"Cyprus" "West Asia" 1972 "Pulses" 0.115539390187277 0.001493
+"Dominica" "Carribean" 1987 "Pulses" 0.108910891089109 1.1e-05
+"Dominican Republic" "Carribean" 1985 "Pulses" 0.0809626131572926 0.00660633333333333
+"El Salvador" "Central America" 2011 "Pulses" 0.17877017133496 0.0141136666666667
+"Finland" "Northern Europe" 1984 "Pulses" 0.277833500501505 0.00461666666666667
+"Gabon" "Central Africa" 2007 "Pulses" 0.335394126738794 0.0001085
+"Gabon" "Central Africa" 2008 "Pulses" 0.289940828402367 8.98333333333333e-05
+"Greece" "Southern Europe" 1968 "Pulses" 0.211574027954037 0.0325653333333333
+"Grenada" "Carribean" 1971 "Pulses" 0.261146496815287 0.000205
+"Guinea-Bissau" "West Africa" 2006 "Pulses" 0.0323132891076396 7.55e-05
+"Indonesia" "South-East Asia" 1995 "Pulses" 0.330548672377687 0.2480505
+"Iraq" "West Asia" 2004 "Pulses" 0.210175425665217 0.0190096666666667
+"Ireland" "Northern Europe" 1999 "Pulses" 0.134334912022081 0.00285533333333333
+"Israel" "West Asia" 2008 "Pulses" 0.0662176612349779 0.0020745
+"Lebanon" "West Asia" 1997 "Pulses" 0.296485554503386 0.0110626666666667
+"Malawi" "East Africa" 2004 "Pulses" 0.0244485634000862 0.0071403333333333
+"Malawi" "East Africa" 2005 "Pulses" 0.154505573526632 0.0459088333333333
+"Maldives" "South Asia" 2005 "Pulses" 0.68503937007874 4.35e-05
+"Mali" "West Africa" 1993 "Pulses" 0.00539365888948173 0.000321833333333341
+"Mozambique" "East Africa" 2001 "Pulses" 0.179480233288096 0.0229676666666667
+"Namibia" "South Africa" 2002 "Pulses" 0.183297180043384 0.00208433333333334
+"Nepal" "South Asia" 2010 "Pulses" 0.025547271852141 0.00618349999999998
+"Netherlands" "Western Europe" 1989 "Pulses" 0.023103192031194 0.00276700000000002
+"New Caledonia" "Melanesia" 1980 "Pulses" 0.294117647058823 8.33333333333333e-06
+"Nigeria" "West Africa" 2011 "Pulses" 0.357286511578209 1.06555533333333
+"Norway" "Northern Europe" 2011 "Pulses" 0.325253328034969 0.00109133333333333
+"Poland" "Eastern Europe" 1992 "Pulses" 0.339715345431133 0.195579333333333
+"Romania" "Eastern Europe" 1968 "Pulses" 0.484686446300748 0.112864166666667
+"Saudi Arabia" "West Asia" 2005 "Pulses" 0.194229352688597 0.00180183333333333
+"Sierra Leone" "West Africa" 2000 "Pulses" 0.00350198316726325 0.000150833333333336
+"Sierra Leone" "West Africa" 2010 "Pulses" 0.0126227208976156 0.000899999999999998
+"South Africa" "South Africa" 1992 "Pulses" 0.590945583133871 0.0791285
+"Spain" "Southern Europe" 2005 "Pulses" 0.331063793895204 0.141302
+"Swaziland" "South Africa" 1990 "Pulses" 0.173847194921535 0.000899166666666667
+"Thailand" "South-East Asia" 1986 "Pulses" 0.0204463490559451 0.00795516666666668
+"Tunisia" "North Africa" 1994 "Pulses" 0.423448112306405 0.0321395
+"Turkey" "West Asia" 1989 "Pulses" 0.0474011928280319 0.0834269999999999
+"United States of America" "North America" 2011 "Pulses" 0.312762694439712 0.676803666666667
+"Venezuela (Bolivarian Republic of)" "South America" 2010 "Pulses" 0.0363961836140564 0.00162316666666668
+"Zambia" "East Africa" 1997 "Pulses" 0.37833449315704 0.008155
+"Zimbabwe" "East Africa" 2005 "Pulses" 0.556266577357012 0.0310041666666667
+"Montenegro" "Eastern Europe" 2012 "Starchy Roots" 0.0738893102950828 0.0105853333333334
+"Croatia" "Southern Europe" 2003 "Starchy Roots" 0.433683630907591 0.287212333333333
+"Luxembourg" "Western Europe" 2000 "Starchy Roots" 0.782554843210186 0.0843213077131803
+"Uzbekistan" "West Asia" 1992 "Starchy Roots" 0.930480284090727 4.88932446475954
+"Uzbekistan" "West Asia" 1993 "Starchy Roots" 0.888616920365089 3.7688186981041
+"Turkmenistan" "West Asia" 1992 "Starchy Roots" 0.963197196774772 0.91601451337293
+"Tajikistan" "West Asia" 1992 "Starchy Roots" 0.87628296611198 1.18568772558773
+"Georgia" "Eastern Europe" 1992 "Starchy Roots" 0.823438909764869 0.983121037298037
+"Georgia" "Eastern Europe" 1993 "Starchy Roots" 0.747604348624896 0.736361502488553
+"Belarus" "Eastern Europe" 1997 "Starchy Roots" 0.191786099978983 1.64733405925025
+"Azerbaijan" "Eastern Europe" 1992 "Starchy Roots" 0.913738715031292 1.65245903300177
+"Afghanistan" "South Asia" 1977 "Starchy Roots" 0.0167963949201146 0.00341666666666665
+"Angola" "Central Africa" 2012 "Starchy Roots" 0.0935895384951169 1.2323665
+"Antigua and Barbuda" "Carribean" 1984 "Starchy Roots" 0.644050460279577 0.000314833333333333
+"Belize" "Central America" 1994 "Starchy Roots" 0.555224374896506 0.0016765
+"Bolivia (Plurinational State of)" "South America" 1983 "Starchy Roots" 0.509741578593638 0.552148
+"Botswana" "South Africa" 2009 "Starchy Roots" 0.114077303656417 0.0107101666666667
+"Brazil" "South America" 1996 "Starchy Roots" 0.230040270423028 6.21068883333333
+"Central African Republic" "Central Africa" 2013 "Starchy Roots" 0.0625928302810772 0.0755395000000001
+"China" "East Asia" 2007 "Starchy Roots" 0.16855890160696 29.7321453333333
+"Cuba" "Carribean" 2006 "Starchy Roots" 0.172091693552352 0.276499666666667
+"Cyprus" "West Asia" 1997 "Starchy Roots" 0.576613413143363 0.113991666666667
+"Dominica" "Carribean" 1991 "Starchy Roots" 0.11878333145062 0.00332983333333333
+"Gambia" "West Africa" 2000 "Starchy Roots" 0.315932687776477 0.00346383333333333
+"Grenada" "Carribean" 2003 "Starchy Roots" 0.208607396436817 0.000798166666666668
+"Guinea" "West Africa" 1979 "Starchy Roots" 0.155505399433269 0.120457333333333
+"Guinea-Bissau" "West Africa" 2013 "Starchy Roots" 0.209131325495796 0.024602
+"Guyana" "South America" 1998 "Starchy Roots" 0.108501716665728 0.00514066666666666
+"Iraq" "West Asia" 2009 "Starchy Roots" 0.669474937252717 0.451981833333333
+"Iraq" "West Asia" 2010 "Starchy Roots" 0.639150244567773 0.362389666666667
+"Kiribati" "Micronesia" 1990 "Starchy Roots" 0.00728395061728393 5.9e-05
+"Kiribati" "Micronesia" 2011 "Starchy Roots" 0.0390657076382659 0.000428166666666667
+"Kuwait" "West Asia" 2002 "Starchy Roots" 0.326944692439609 0.00848383333333333
+"Liberia" "West Africa" 1991 "Starchy Roots" 0.216812130088719 0.090299
+"Madagascar" "East Africa" 2004 "Starchy Roots" 0.106551469193079 0.357434166666666
+"Malawi" "East Africa" 2002 "Starchy Roots" 0.0758118312950316 0.241523
+"Maldives" "South Asia" 2005 "Starchy Roots" 0.436711498389847 0.00192116666666667
+"Malta" "Southern Europe" 1981 "Starchy Roots" 0.298197232815405 0.00630766666666667
+"Mauritania" "West Africa" 1980 "Starchy Roots" 0.117647058823529 0.000759999999999999
+"Mozambique" "East Africa" 2008 "Starchy Roots" 0.20970274294679 1.34916733333333
+"Nicaragua" "Central America" 2010 "Starchy Roots" 0.205470307035559 0.0315988333333334
+"Norway" "Northern Europe" 1976 "Starchy Roots" 0.247446409445486 0.1713095
+"Oman" "West Asia" 2005 "Starchy Roots" 0.616427741185587 0.009546
+"Oman" "West Asia" 2006 "Starchy Roots" 0.611487460363217 0.008485
+"Pakistan" "South Asia" 2006 "Starchy Roots" 0.111253544740001 0.256400166666667
+"Paraguay" "South America" 2008 "Starchy Roots" 0.544211089936394 2.70222066666667
+"Poland" "Eastern Europe" 1980 "Starchy Roots" 0.43902899997051 20.6538526666667
+"Saint Kitts and Nevis" "Carribean" 2000 "Starchy Roots" 0.336927223719677 0.000375
+"Saint Vincent and the Grenadines" "Carribean" 1987 "Starchy Roots" 0.252379381544063 0.0103285
+"Samoa" "Polynesia" 1990 "Starchy Roots" 0.307491678088898 0.0130863333333333
+"Senegal" "West Africa" 2009 "Starchy Roots" 0.165949035974606 0.067755
+"Sri Lanka" "South Asia" 1977 "Starchy Roots" 0.0374467993241047 0.0277533333333334
+"Swaziland" "South Africa" 1977 "Starchy Roots" 0.0303172986374032 0.00105166666666667
+"Thailand" "South-East Asia" 2010 "Starchy Roots" 0.0741688920424503 1.79901866666667
+"Togo" "West Africa" 2013 "Starchy Roots" 0.0172984853242987 0.0281296666666666
+"Uganda" "East Africa" 2008 "Starchy Roots" 0.43036387284431 3.66345166666667
+"United Kingdom" "Northern Europe" 1976 "Starchy Roots" 0.306996599377758 2.1215
+"United Republic of Tanzania" "East Africa" 2003 "Starchy Roots" 0.254371684300177 1.65876483333333
+"Yemen" "West Asia" 1987 "Starchy Roots" 0.354010955569081 0.0654345
+"Zambia" "East Africa" 2011 "Starchy Roots" 0.0025737336062277 0.00324916666666653
+"Serbia" "Eastern Europe" 2012 "Oilcrops" 0.196441789845689 0.166923333333333
+"Slovenia" "Eastern Europe" 1992 "Oilcrops" 0.898175152119217 0.0672232070733333
+"Bosnia and Herzegovina" "Eastern Europe" 1992 "Oilcrops" 0.896676485746424 0.144581128124167
+"Ethiopia" "East Africa" 1993 "Oilcrops" 0.449391013515757 0.183460519678586
+"Eritrea" "East Africa" 1976 "Oilcrops" 0.198097927842168 0.00407181122614592
+"Czechia" "Eastern Europe" 2003 "Oilcrops" 0.324920828857309 0.290668
+"Belgium" "Western Europe" 2000 "Oilcrops" 0.2315213660628 0.00888753440529713
+"Uzbekistan" "West Asia" 1992 "Oilcrops" 0.93599693309309 0.537441234514617
+"Turkmenistan" "West Asia" 1992 "Oilcrops" 0.986730265103608 0.102541689506383
+"Tajikistan" "West Asia" 1992 "Oilcrops" 0.946671315785848 0.139971638808792
+"Russian Federation" "Eastern Europe" 2010 "Oilcrops" 0.0216434833440946 0.165283833333333
+"Republic of Moldova" "Eastern Europe" 2007 "Oilcrops" 0.38247463215884 0.149477333333333
+"Kyrgyzstan" "West Asia" 1992 "Oilcrops" 0.895514118077846 0.108247574727367
+"Georgia" "Eastern Europe" 1992 "Oilcrops" 0.750291147211903 0.0978859368458662
+"Azerbaijan" "Eastern Europe" 1992 "Oilcrops" 0.880070838847038 0.173916657801618
+"Armenia" "Eastern Europe" 1992 "Oilcrops" 0.999350250476525 0.0922832766508679
+"Afghanistan" "South Asia" 2013 "Oilcrops" 0.0727332466414613 0.0078585
+"Angola" "Central Africa" 2012 "Oilcrops" 0.160531808202098 0.0276383333333333
+"Argentina" "South America" 2009 "Oilcrops" 0.223564302629118 9.86495966666667
+"Austria" "Western Europe" 1996 "Oilcrops" 0.332174776564052 0.107709
+"Burkina Faso" "West Africa" 2007 "Oilcrops" 0.0980681814931041 0.0285678333333333
+"Cabo Verde" "West Africa" 1969 "Oilcrops" 0.542380877496462 0.000574833333333333
+"China" "East Asia" 2007 "Oilcrops" 0.11966455577546 5.36917416666667
+"Cuba" "Carribean" 2007 "Oilcrops" 0.580884334055144 0.00970183333333333
+"Denmark" "Northern Europe" 1992 "Oilcrops" 0.366900588133047 0.235707333333333
+"Dominica" "Carribean" 2001 "Oilcrops" 0.0909090909090908 4.99999999999999e-07
+"Dominican Republic" "Carribean" 1979 "Oilcrops" 0.341021286679041 0.0143916666666667
+"Ecuador" "South America" 1995 "Oilcrops" 0.157019226650857 0.0580451666666666
+"El Salvador" "Central America" 1986 "Oilcrops" 0.1203589795301 0.00198933333333333
+"Gabon" "Central Africa" 2010 "Oilcrops" 0.126159639240218 0.00276966666666667
+"Ghana" "West Africa" 2007 "Oilcrops" 0.128403470068075 0.0715221666666668
+"Guyana" "South America" 2001 "Oilcrops" 0.405896366885051 0.000908666666666667
+"India" "South Asia" 2002 "Oilcrops" 0.230589514901729 4.73192666666667
+"Iraq" "West Asia" 1997 "Oilcrops" 0.365058617037822 0.0328623333333333
+"Kiribati" "Micronesia" 1992 "Oilcrops" 0.110671936758893 1.86666666666667e-05
+"Lebanon" "West Asia" 2011 "Oilcrops" 0.186586188075898 0.029058
+"Malta" "Southern Europe" 1973 "Oilcrops" 0.266666666666667 4e-06
+"Mongolia" "East Asia" 2010 "Oilcrops" 0.262456351808852 0.00246783333333333
+"Namibia" "South Africa" 1991 "Oilcrops" 0.188356164383562 0.000146666666666667
+"Namibia" "South Africa" 1995 "Oilcrops" 0.426737967914438 0.000399
+"Paraguay" "South America" 2012 "Oilcrops" 0.265438568066198 1.68469833333333
+"Philippines" "South-East Asia" 1996 "Oilcrops" 0.241592256690934 0.0540136666666667
+"Romania" "Eastern Europe" 2012 "Oilcrops" 0.150101846194573 0.302216833333333
+"Rwanda" "East Africa" 1993 "Oilcrops" 0.230309479730025 0.00526633333333333
+"Rwanda" "East Africa" 2011 "Oilcrops" 0.0507316717631352 0.00255216666666667
+"Sierra Leone" "West Africa" 2007 "Oilcrops" 0.0473841433124286 0.00592983333333334
+"Solomon Islands" "Melanesia" 2009 "Oilcrops" 0.204792212654437 0.00911666666666667
+"Suriname" "South America" 1987 "Oilcrops" 0.372883466135458 0.002995
+"Swaziland" "South Africa" 2000 "Oilcrops" 0.098295223920985 0.000484333333333333
+"United Arab Emirates" "West Asia" 2002 "Oilcrops" 0.398347107438016 0.0001205
+"United Kingdom" "Northern Europe" 2000 "Oilcrops" 0.244649601342845 0.388666666666667
+"United Kingdom" "Northern Europe" 2001 "Oilcrops" 0.236189462480043 0.369833333333333
+"Venezuela (Bolivarian Republic of)" "South America" 1991 "Oilcrops" 0.152160367303435 0.018559
+"The former Yugoslav Republic of Macedonia" "Eastern Europe" 1992 "MaizeMilletSorghum" 0.853215178508337 0.761131525617333
+"The former Yugoslav Republic of Macedonia" "Eastern Europe" 1993 "MaizeMilletSorghum" 0.857514140543021 0.614865555997933
+"Serbia" "Eastern Europe" 2012 "MaizeMilletSorghum" 0.413307776882974 2.4939915
+"Slovenia" "Eastern Europe" 1992 "MaizeMilletSorghum" 0.808508003657822 0.728350494282667
+"Slovenia" "Eastern Europe" 1993 "MaizeMilletSorghum" 0.67375547664956 0.492383604937067
+"Bosnia and Herzegovina" "Eastern Europe" 1992 "MaizeMilletSorghum" 0.675386320606893 1.31076848880133
+"Eritrea" "East Africa" 1986 "MaizeMilletSorghum" 0.223535263993674 0.0341290186640603
+"Luxembourg" "Western Europe" 2000 "MaizeMilletSorghum" 0.657520497476431 0.00391656085975426
+"Belgium" "Western Europe" 1997 "MaizeMilletSorghum" 0.177586638830898 0.0135985692074735
+"Angola" "Central Africa" 2012 "MaizeMilletSorghum" 0.500340527053327 0.484873
+"Antigua and Barbuda" "Carribean" 1973 "MaizeMilletSorghum" 0.483076923076923 2.61666666666667e-05
+"Austria" "Western Europe" 2013 "MaizeMilletSorghum" 0.222832320455596 0.475015
+"Bahamas" "Carribean" 1992 "MaizeMilletSorghum" 0.328859060402685 0.000245
+"Benin" "West Africa" 2007 "MaizeMilletSorghum" 0.00767160633127406 0.00729766666666665
+"Congo" "Central Africa" 1990 "MaizeMilletSorghum" 0.743838637349253 0.0134358333333333
+"Costa Rica" "Central America" 1988 "MaizeMilletSorghum" 0.212594217605977 0.0295731666666667
+"Democratic People's Republic of Korea" "East Asia" 1995 "MaizeMilletSorghum" 0.643544371570298 2.52575216666667
+"Democratic People's Republic of Korea" "East Asia" 1996 "MaizeMilletSorghum" 0.755700708311344 2.6540855
+"Dominica" "Carribean" 2003 "MaizeMilletSorghum" 0.421221864951768 0.000131
+"Gambia" "West Africa" 2011 "MaizeMilletSorghum" 0.342883146887768 0.068566
+"Greece" "Southern Europe" 2011 "MaizeMilletSorghum" 0.00428331089639145 0.00986233333333342
+"Grenada" "Carribean" 2005 "MaizeMilletSorghum" 0.216092907507258 8.68333333333333e-05
+"Guatemala" "Central America" 1998 "MaizeMilletSorghum" 0.0631027494296631 0.0753189999999999
+"Guinea-Bissau" "West Africa" 2007 "MaizeMilletSorghum" 0.331919509747852 0.0271808333333333
+"Haiti" "Carribean" 2012 "MaizeMilletSorghum" 0.269174129353234 0.108208
+"Iran (Islamic Republic of)" "South Asia" 2008 "MaizeMilletSorghum" 0.0744295748575394 0.143741
+"Malawi" "East Africa" 2005 "MaizeMilletSorghum" 0.38094072787949 0.774964166666666
+"Malaysia" "South-East Asia" 2007 "MaizeMilletSorghum" 0.558600917431193 0.0405916666666667
+"Maldives" "South Asia" 1976 "MaizeMilletSorghum" 0.780671006509765 0.000519666666666667
+"Mali" "West Africa" 2013 "MaizeMilletSorghum" 0.0901102682312162 0.344109833333334
+"Mozambique" "East Africa" 2012 "MaizeMilletSorghum" 0.310623361567108 0.659382833333333
+"Nigeria" "West Africa" 2009 "MaizeMilletSorghum" 0.231052262978202 5.27862
+"Panama" "Central America" 1998 "MaizeMilletSorghum" 0.506709797773323 0.0638315
+"Paraguay" "South America" 2005 "MaizeMilletSorghum" 0.0988187952445461 0.0928995000000001
+"Peru" "South America" 1990 "MaizeMilletSorghum" 0.28075138003228 0.251704
+"Saint Lucia" "Carribean" 1980 "MaizeMilletSorghum" 1 3.5e-05
+"Saint Vincent and the Grenadines" "Carribean" 1996 "MaizeMilletSorghum" 0.585949899937892 0.00141516666666667
+"Sao Tome and Principe" "Central Africa" 1998 "MaizeMilletSorghum" 0.672903225806452 0.00278133333333333
+"Saudi Arabia" "West Asia" 2010 "MaizeMilletSorghum" 0.467742882771288 0.175209
+"Trinidad and Tobago" "Carribean" 1999 "MaizeMilletSorghum" 0.861111111111111 0.0062
+"United Arab Emirates" "West Asia" 2012 "MaizeMilletSorghum" 0.656374804287607 0.0454156666666667
+"United Kingdom" "Northern Europe" 1974 "MaizeMilletSorghum" 0.0526315789473684 0.000166666666666667
+"Vanuatu" "Melanesia" 1997 "MaizeMilletSorghum" 0.0817665063401838 6.23333333333334e-05
+"Venezuela (Bolivarian Republic of)" "South America" 2009 "MaizeMilletSorghum" 0.172714874745415 0.4658615
+"The former Yugoslav Republic of Macedonia" "Eastern Europe" 1993 "Rice (Paddy Equivalent)" 0.0467995366712958 0.000308919997486667
+"Croatia" "Southern Europe" 1992 "Rice (Paddy Equivalent)" 1 0.0053193911421
+"Slovenia" "Eastern Europe" 1992 "Rice (Paddy Equivalent)" 1 0.0023758732704
+"Bosnia and Herzegovina" "Eastern Europe" 1992 "Rice (Paddy Equivalent)" 1 0.0051184787892
+"Ethiopia" "East Africa" 2007 "Rice (Paddy Equivalent)" 0.138508662774002 0.00120583333333333
+"Ukraine" "Eastern Europe" 1992 "Rice (Paddy Equivalent)" 0.778619591120267 0.215264811894015
+"Tajikistan" "West Asia" 2001 "Rice (Paddy Equivalent)" 0.0680085713282046 0.001936
+"Republic of Moldova" "Eastern Europe" 1992 "Rice (Paddy Equivalent)" 1 0.019647016237256
+"Lithuania" "Eastern Europe" 1992 "Rice (Paddy Equivalent)" 1 0.0196158121526439
+"Latvia" "Eastern Europe" 1992 "Rice (Paddy Equivalent)" 1 0.0138596711105438
+"Kyrgyzstan" "West Asia" 1992 "Rice (Paddy Equivalent)" 0.921964996505407 0.0220699754769848
+"Georgia" "Eastern Europe" 1992 "Rice (Paddy Equivalent)" 1 0.0258364095068179
+"Estonia" "Eastern Europe" 1992 "Rice (Paddy Equivalent)" 1 0.00812754014306289
+"Belarus" "Eastern Europe" 1992 "Rice (Paddy Equivalent)" 1 0.0541591791364834
+"Azerbaijan" "Eastern Europe" 1992 "Rice (Paddy Equivalent)" 0.989778967684591 0.03873499024917
+"Armenia" "Eastern Europe" 1992 "Rice (Paddy Equivalent)" 1 0.0182871893063589
+"Afghanistan" "South Asia" 1999 "Rice (Paddy Equivalent)" 0.243924392439244 0.0602523333333333
+"Afghanistan" "South Asia" 2012 "Rice (Paddy Equivalent)" 0.187652315190902 0.0770385
+"Albania" "Southern Europe" 1971 "Rice (Paddy Equivalent)" 0.127663884612268 0.00105033333333333
+"Algeria" "North Africa" 1970 "Rice (Paddy Equivalent)" 0.611663531308788 0.002276
+"Argentina" "South America" 2000 "Rice (Paddy Equivalent)" 0.152088403697087 0.108109
+"Burkina Faso" "West Africa" 2007 "Rice (Paddy Equivalent)" 0.282352451380902 0.0180853333333333
+"Congo" "Central Africa" 1975 "Rice (Paddy Equivalent)" 0.321315425460711 0.00120016666666667
+"Democratic People's Republic of Korea" "East Asia" 1994 "Rice (Paddy Equivalent)" 0.0213574288941369 0.0462453333333332
+"Egypt" "North Africa" 2009 "Rice (Paddy Equivalent)" 0.16227596165506 0.713273333333333
+"Egypt" "North Africa" 2010 "Rice (Paddy Equivalent)" 0.331924591437474 1.434755
+"El Salvador" "Central America" 1969 "Rice (Paddy Equivalent)" 0.277883409523039 0.00915866666666666
+"Ghana" "West Africa" 2007 "Rice (Paddy Equivalent)" 0.292689950851844 0.0511556666666667
+"Haiti" "Carribean" 1998 "Rice (Paddy Equivalent)" 0.156232637407686 0.0125131666666667
+"Hungary" "Eastern Europe" 1976 "Rice (Paddy Equivalent)" 0.471588328443588 0.0192085
+"India" "South Asia" 2002 "Rice (Paddy Equivalent)" 0.168229723195909 14.5332601666667
+"Iran (Islamic Republic of)" "South Asia" 2001 "Rice (Paddy Equivalent)" 0.172238874127291 0.276219166666667
+"Kenya" "East Africa" 2008 "Rice (Paddy Equivalent)" 0.575899343290521 0.019819
+"Liberia" "West Africa" 1990 "Rice (Paddy Equivalent)" 0.38792521125145 0.0760925
+"Madagascar" "East Africa" 2013 "Rice (Paddy Equivalent)" 0.155052038956284 0.4419325
+"Malawi" "East Africa" 2005 "Rice (Paddy Equivalent)" 0.492082724686707 0.0266688333333333
+"Mauritania" "West Africa" 2009 "Rice (Paddy Equivalent)" 0.318047784305804 0.0166641666666667
+"Morocco" "North Africa" 1995 "Rice (Paddy Equivalent)" 0.88271667511404 0.017416
+"Mozambique" "East Africa" 2012 "Rice (Paddy Equivalent)" 0.124652210494451 0.0140005
+"Myanmar" "South-East Asia" 2011 "Rice (Paddy Equivalent)" 0.0736231585054133 1.53779583333333
+"Pakistan" "South Asia" 2010 "Rice (Paddy Equivalent)" 0.182819372194819 1.07964266666667
+"Republic of Korea" "East Asia" 1980 "Rice (Paddy Equivalent)" 0.286563775658072 1.42298883333333
+"Romania" "Eastern Europe" 1989 "Rice (Paddy Equivalent)" 0.422623757390917 0.0342731666666667
+"Saint Vincent and the Grenadines" "Carribean" 1991 "Rice (Paddy Equivalent)" 1 4e-06
+"Saudi Arabia" "West Asia" 1971 "Rice (Paddy Equivalent)" 0.524910198344526 0.00112033333333333
+"South Africa" "South Africa" 2006 "Rice (Paddy Equivalent)" 0.212797046835346 0.000461166666666667
+"Togo" "West Africa" 2013 "Rice (Paddy Equivalent)" 0.129045131412518 0.00953916666666667
+"Zimbabwe" "East Africa" 1971 "Rice (Paddy Equivalent)" 0.118761009982384 0.000269666666666666
+"The former Yugoslav Republic of Macedonia" "Eastern Europe" 1992 "Sugar" 0.889846687622429 0.49631998766808
+"Slovenia" "Eastern Europe" 1992 "Sugar" 0.828499022627369 0.46665243436992
+"Slovenia" "Eastern Europe" 1993 "Sugar" 0.729660376551157 0.357991301717387
+"Bosnia and Herzegovina" "Eastern Europe" 1992 "Sugar" 0.594541946519226 0.72144241599416
+"Sudan" "North Africa" 2011 "Sugar" 0.162124577097906 0.71107040139
+"Ethiopia" "East Africa" 2007 "Sugar" 0.103177036114245 0.253104
+"Luxembourg" "Western Europe" 2000 "Sugar" 1 0.25106895144818
+"Belgium" "Western Europe" 1983 "Sugar" 0.114718614718615 0.711709184986269
+"Uzbekistan" "West Asia" 1992 "Sugar" 0.99821291863378 6.20014488778931
+"Turkmenistan" "West Asia" 1992 "Sugar" 1 1.12414960841
+"Georgia" "Eastern Europe" 1992 "Sugar" 0.982994137306698 1.38727800646376
+"Estonia" "Eastern Europe" 1992 "Sugar" 0.981304436694745 0.435655598688321
+"Azerbaijan" "Eastern Europe" 1992 "Sugar" 1 2.13769452010167
+"Armenia" "Eastern Europe" 1992 "Sugar" 0.999199128918063 0.998112331889344
+"Algeria" "North Africa" 1987 "Sugar" 1 0.0886821666666667
+"Angola" "Central Africa" 1974 "Sugar" 0.316667757237317 0.254879333333333
+"Antigua and Barbuda" "Carribean" 1972 "Sugar" 1 0.0595166666666667
+"Argentina" "South America" 2010 "Sugar" 0.242536389761411 6.04845333333333
+"Austria" "Western Europe" 1983 "Sugar" 0.234554567307632 0.619080666666667
+"Bangladesh" "South Asia" 1972 "Sugar" 0.250323133224325 1.92894
+"Cambodia" "South-East Asia" 1971 "Sugar" 0.361650485436893 0.149
+"Cote d'Ivoire" "West Africa" 1984 "Sugar" 0.00757507801693003 0.00962700000000005
+"Egypt" "North Africa" 1987 "Sugar" 0.0515948439713861 0.497666666666667
+"French Polynesia" "Polynesia" 1983 "Sugar" 0.0163934426229507 4.16666666666664e-05
+"Ghana" "West Africa" 1978 "Sugar" 0.287034482758621 0.0693666666666667
+"Grenada" "Carribean" 1975 "Sugar" 0.124496764001427 0.0012215
+"Hungary" "Eastern Europe" 1992 "Sugar" 0.382176246352635 1.81147483333333
+"India" "South Asia" 2005 "Sugar" 0.174897707366924 50.2558506666666
+"Iran (Islamic Republic of)" "South Asia" 2008 "Sugar" 0.540881715666152 5.80418483333333
+"Iran (Islamic Republic of)" "South Asia" 2009 "Sugar" 0.512058036727372 5.0781305
+"Ireland" "Northern Europe" 2006 "Sugar" 1 1.56487833333333
+"Israel" "West Asia" 1978 "Sugar" 0.528516598208875 0.130816666666667
+"Lebanon" "West Asia" 2001 "Sugar" 0.951589941324036 0.298784333333333
+"Malawi" "East Africa" 1993 "Sugar" 0.378531073446328 0.67
+"Malaysia" "South-East Asia" 2000 "Sugar" 0.30834647649688 0.490391666666667
+"Mali" "West Africa" 1983 "Sugar" 0.507224634388055 0.0771991666666667
+"Morocco" "North Africa" 2012 "Sugar" 0.387624716929108 1.37209433333333
+"Philippines" "South-East Asia" 1985 "Sugar" 0.290577054475433 9.356
+"Portugal" "Southern Europe" 2006 "Sugar" 0.376138929666025 0.195972833333333
+"Rwanda" "East Africa" 1994 "Sugar" 0.75813765998186 0.0313458333333333
+"Saint Kitts and Nevis" "Carribean" 2005 "Sugar" 0.510432280137177 0.104261833333333
+"Samoa" "Polynesia" 1993 "Sugar" 0.0714285714285715 1e-06
+"South Africa" "South Africa" 1993 "Sugar" 0.38964253055207 7.17824666666666
+"Sweden" "Northern Europe" 1991 "Sugar" 0.297820353289526 0.690495
+"Thailand" "South-East Asia" 2006 "Sugar" 0.188726049611771 11.086668
+"Yemen" "West Asia" 1972 "Sugar" 0.368421052631579 0.00175
+"Zambia" "East Africa" 2008 "Sugar" 0.129511677282378 0.305
+"Zimbabwe" "East Africa" 1993 "Sugar" 0.806269847138027 2.23905866666667
diff --git a/src/ac/ed/lurg/InternationalMarket.java b/src/ac/ed/lurg/InternationalMarket.java
index 4504439ac1a2e82c288a9b13fc1340291c5b5839..c3fb641f4815adfc34b5c7589f0e92050fe3e71c 100644
--- a/src/ac/ed/lurg/InternationalMarket.java
+++ b/src/ac/ed/lurg/InternationalMarket.java
@@ -13,6 +13,7 @@ import ac.ed.lurg.country.StockReader;
import ac.ed.lurg.landuse.CropUsageData;
import ac.ed.lurg.types.CropToDoubleMap;
import ac.ed.lurg.types.CropType;
+import ac.ed.lurg.types.Parameter;
import ac.ed.lurg.utils.LogWriter;
public class InternationalMarket {
@@ -67,8 +68,9 @@ public class InternationalMarket {
GlobalPrice prevPrice = worldPrices.get(crop);
double imports = totalImportCommodities.containsKey(crop) ? totalImportCommodities.get(crop) : 0.0;
double exportsBeforeTransportLosses = totalExportCommodities.containsKey(crop) ? totalExportCommodities.get(crop) : 0.0;
- double previousStockLevel = stockLevel.get(crop);
- GlobalPrice adjustedPrice = prevPrice.createWithUpdatedMarketPrices(imports, exportsBeforeTransportLosses, exportsBeforeTransportLosses * ModelConfig.TRANSPORT_LOSSES, (ModelConfig.MARKET_ADJ_PRICE), timestep);
+ double previousStockLevel = stockLevel.get(crop);
+ double transportLossRate=(!ModelConfig.SHOCKS_POSSIBLE) ? ModelConfig.TRANSPORT_LOSSES : ModelConfig.getParameter(Parameter.TRANSPORT_LOSSES, timestep.getYear());
+ GlobalPrice adjustedPrice = prevPrice.createWithUpdatedMarketPrices(imports, exportsBeforeTransportLosses, exportsBeforeTransportLosses * transportLossRate, (ModelConfig.MARKET_ADJ_PRICE), timestep);
LogWriter.println( String.format("Price for %s updated from %s (imports amount %.0f, exports amount %.0f) to %s ",
crop.getGamsName(), prevPrice, imports, adjustedPrice.getExportsAfterTransportLosses(), adjustedPrice));
worldPrices.put(crop, adjustedPrice);
diff --git a/src/ac/ed/lurg/country/GlobalPrice.java b/src/ac/ed/lurg/country/GlobalPrice.java
index 81421acfbe39178695a4becc417b34accc3651fa..dcbc92894a3a8cc6e0f4370bb8cd1650dd6df111 100644
--- a/src/ac/ed/lurg/country/GlobalPrice.java
+++ b/src/ac/ed/lurg/country/GlobalPrice.java
@@ -31,11 +31,11 @@ public class GlobalPrice {
int currentYear = timestep.getYear();
double tradeBarrierMultiplier = (!ModelConfig.SHOCKS_POSSIBLE)? ModelConfig.TRADE_BARRIER_MULTIPLIER: ModelConfig.getParameter(Parameter.TRADE_BARRIER_MULTIPLIER, currentYear);
- double transportLosses =(!ModelConfig.SHOCKS_POSSIBLE) ? ModelConfig.TRANSPORT_LOSSES : ModelConfig.getParameter(Parameter.TRANSPORT_LOSSES, currentYear);
+ double transportLossesRate =(!ModelConfig.SHOCKS_POSSIBLE) ? ModelConfig.TRANSPORT_LOSSES : ModelConfig.getParameter(Parameter.TRANSPORT_LOSSES, currentYear);
double transportCosts = (!ModelConfig.SHOCKS_POSSIBLE) ? ModelConfig.TRANSPORT_COST : ModelConfig.getParameter(Parameter.TRANSPORT_COST, currentYear);
double importPrice = exportPrice * (1 + transportCosts) * (1.0 + countryTradeBarrier*tradeBarrierMultiplier)
- / (1.0 - transportLosses);
+ / (1.0 - transportLossesRate);
return importPrice;
}
diff --git a/src/ac/ed/lurg/shock/YieldShockManager.java b/src/ac/ed/lurg/shock/YieldShockManager.java
index ac34cba7169124a60724c2b79ac3ecc2a9c63c69..218acfe614bd90365e0de8882d1f7fd6d44df18c 100644
--- a/src/ac/ed/lurg/shock/YieldShockManager.java
+++ b/src/ac/ed/lurg/shock/YieldShockManager.java
@@ -25,7 +25,7 @@ public class YieldShockManager {
public YieldShockManager (RasterHeaderDetails desiredProjection) {
this.desiredProjection = desiredProjection;
String shockFile = ModelConfig.YIELDSHOCKS_PARAMETER_FILE;
- yieldShockReader = new StringTabularReader(",", new String[]{"year", "mapFilename", "crop", "shockFactor"});
+ yieldShockReader = new StringTabularReader(",", new String[]{"year", "mapFilename", "crop", "shockFactor", "region"});
if (new File(shockFile).isFile())
yieldShockReader.read(shockFile);
@@ -73,7 +73,7 @@ public class YieldShockManager {
adjustForShocks(yieldShockMap, yieldRaster, crop, shockFactor);
}
else {
- CropType crop = CropType.getForGamsName(cropTypeS);
+ CropType crop = CropType.getForFaoName(cropTypeS);
adjustForShocks(yieldShockMap, yieldRaster, crop, shockFactor);
}
}