diff --git a/pipeline_resources/EastAfrica/configs/advisory_builder/config_EastAfrica_variety_names_tidy.json b/pipeline_resources/EastAfrica/configs/advisory_builder/config_EastAfrica_variety_names_tidy.json
index 9b00940e79ce5151988896e306acfbe727d44866..dc39ed0fe12cc4436f68ad6baaf1f7e0828ad850 100644
--- a/pipeline_resources/EastAfrica/configs/advisory_builder/config_EastAfrica_variety_names_tidy.json
+++ b/pipeline_resources/EastAfrica/configs/advisory_builder/config_EastAfrica_variety_names_tidy.json
@@ -11,27 +11,50 @@
     [
         "AAAFC CANADA#162"
     ],
-    "Alidoro": 
+    "Adaptation trial plot #11":
     [
-        "Alidoro"
+        "Adaptation trial plot#11"
+    ],
+    "Abay":
+    [
+        "Abay"
+    ],
+    "Alidoro":
+    [
+        "Alidoro",
+        "Alido"
     ],
     "Amibara 2":
     [
-        "Amibara_2"
+        "Amibara_2",
+        "Amibara2"
+    ],
+    "Balcha":
+    [
+        "Balcha"
+    ],
+    "Biftu":
+    [
+        "Biftu"
     ],
-    "Boru": 
+    "Boru":
     [
         "Boru"
     ],
-    "Bulala": 
+    "Bulala":
+    [
+        "Bulala",
+        "Bullala"
+    ],
+    "Candidate varity VVT":
     [
-        "Bulala"
+        "Candidate varity VVT"
     ],
-    "CD 21 #16815": 
+    "CD 21 #16815":
     [
         "CD 21 # 16815"
     ],
-    "CD 21 #16296": 
+    "CD 21 #16296":
     [
         "CD 21 #16296"
     ],
@@ -39,25 +62,30 @@
     [
         "CD22#761 -ELTSR"
     ],
-    "Daka": 
+    "Daka":
     [
         "Daka",
-        "Deka"
+        "Deka",
+        "DAKA",
+        "Daka "
     ],
-    "Dambal": 
+    "Dambal":
     [
         "Dambal",
-        "Dambel"
+        "Dambel",
+        "Danbal"
     ],
-    "Damphe": 
+    "Damphe":
     [
         "Damphe",
         "Danfe",
         "Denfe"
     ],
-    "Danda'a": 
+    "Danda'a":
     [
         "Danda'a",
+        "Danda'a ",
+        "Danda",
         "danda'",
         "danda'a",
         "Danda,a",
@@ -72,34 +100,58 @@
         "Dende'a",
         "Dendea",
         "Dendy",
-        "Debdea"
-    ],
-    "Db1899": 
+        "Debdea",
+        "Denidea",
+        "Danada'a",
+        "Dandaya",
+        "Dehnadea",
+        "Danadaha",
+        "Deamda",
+        "Denda'a ",
+        "Danda’",
+        "Dendáa",
+        "Dandaa",
+        "Damda'a",
+	"Damdaha"
+    ],
+    "Db1899":
     [
         "Db1899"
     ],
-    "Deneba": 
+    "Deneba":
     [
         "Deneba"
     ],
-    "Digalu": 
+    "Dersolgn":
+    [
+        "Dersolgn"
+    ],
+    "Digalu":
     [
         "Digalu",
-        "Digelu"
+        "Digelu",
+	"Degelu"
     ],
     "Duma":
     [
-        "Duma"
+        "Duma",
+	"Duma ",
+	" Duma"
     ],
-    "Durum CD21 ELTSR #1382": 
+    "Durum CD21 ELTSR #1382":
     [
         "Durum CD21 ELTSR#1382"
     ],
-    "Eagle 10": 
+    "Dursa":
+    [
+        "Dursa",
+        "Dursaa"
+    ],
+    "Eagle 10":
     [
         "Eagle 10"
     ],
-    "Eldo Baraka": 
+    "Eldo Baraka":
     [
         "Eldo Baraka"
     ],
@@ -121,44 +173,44 @@
     [
         "ELITEBW-KENYA#21"
     ],
-    "Enikoy": 
+    "Enikoy":
     [
         "Enikoy",
         "Enkoy"
     ],
-    "EPCBW #122": 
+    "EPCBW #122":
     [
         "EPCBW#122",
         "EPCBW #122",
         "EPCBW  #122"
     ],
-    "EPCBW #207": 
+    "EPCBW #207":
     [
         "EPCBW#207",
         "EPCBW #207",
         "EPCBW  #207"
     ],
-    "EPCBW #320": 
+    "EPCBW #320":
     [
         "EPCBW#320",
         "EPCBW #320",
         "EPCBW  #320"
     ],
-    "EPCBW #1002": 
+    "EPCBW #1002":
     [
         "EPCBW#1002",
         "EPCBW #1002",
         "EPCBW  #1002"
     ],
-    "EPCHPLUS # KEN#58": 
+    "EPCHPLUS # KEN#58":
     [
         "EPCHPLUS # KEN#58"
     ],
-    "EPCHPLUS #154": 
+    "EPCHPLUS #154":
     [
         "EPCHPLUS#154"
     ],
-    "EPCHPLUS- KEN#120": 
+    "EPCHPLUS- KEN#120":
     [
         "EPCHPLUS- KEN#120"
     ],
@@ -166,14 +218,14 @@
     [
         "EPCHPZN#11"
     ],
-    "Et 13": 
+    "Et 13":
     [
         "Et 13",
         "ET13",
         "Et13",
         "Ey13"
     ],
-    "ETHIOPIA  #238": 
+    "ETHIOPIA  #238":
     [
         "ETHIOPIA  #238"
     ],
@@ -193,7 +245,7 @@
     [
         "F2HPZN#38"
     ],
-    "F2HPLUS-KEN #111": 
+    "F2HPLUS-KEN #111":
     [
         "F2HPLUS-KEN #111"
     ],
@@ -201,11 +253,11 @@
     [
         "F3BW#9"
     ],
-    "F3BW #360": 
+    "F3BW #360":
     [
         "F3BW   #360"
     ],
-    "F3HPLUS- KEN #59": 
+    "F3HPLUS- KEN #59":
     [
         "F3HPLUS- KEN #59"
     ],
@@ -213,7 +265,7 @@
     [
         "F3HPZN#59"
     ],
-    "F4 HPLUS KEN": 
+    "F4 HPLUS KEN":
     [
         "F4 HPLUS KEN"
     ],
@@ -221,200 +273,336 @@
     [
         "F5RG#357"
     ],
-    "F5 RG BW (A) #73": 
+    "F5 RG BW (A) #73":
     [
         "F5 RG BW (A)#73"
     ],
-    "F5RG (A) #336": 
+    "F5RG (A) #336":
     [
         "F5RG (A)#336"
     ],
-    "F5RG (A) #757": 
+    "F5RG (A) #757":
     [
         "F5RG (A)#757"
     ],
-    "F5RG (B) #1026": 
+    "F5RG (B) #1026":
     [
         "F5RG (B) #1026"
     ],
-    "F5RGBW #181 (A)": 
+    "F5RGBW #181 (A)":
     [
         "F5RGBW#181 (A)"
     ],
-    "Farasi": 
+    "Farasi":
     [
-        "Farasi"
+        "Farasi",
+        "KS.  Farasi"
     ],
-    "Farlly": 
+    "Farlly":
     [
         "Farlly"
     ],
-    "Fentale-2": 
+    "Fentale-2":
     [
         "Fentale-2",
         "Fentale_2"
     ],
-    "Galane": 
+    "Galane":
     [
         "Galane",
-        "Gelan"
+        "Gelan",
+        "Galan",
+        "Gelana"
     ],
-    "Genotypes": 
+    "Ganda":
+    [
+        "Ganda"
+    ],
+    "Gembo":
+    [
+        "Gembo"
+    ],
+    "Genotypes":
     [
         "Genotypes"
     ],
-    "Grace": 
+    "Grace":
     [
         "Grace"
     ],
-    "Hachalu": 
+    "Hachalu":
     [
         "Hachalu"
     ],
-    "Hidassie": 
+    "Harato":
+    [
+        "Harato"
+    ],
+    "Hawi":
+    [
+        "Hawi"
+    ],
+    "HB13":
+    [
+        "HB13"
+    ],
+    "Hidassie":
     [
         "Hidassie",
+        "Hidassie ",
         "Hidasse",
         "Hidase",
         "Hidasie",
         "hidassie",
         "Hiddasie",
         "Hisasie",
-        "Hisasse"
+        "Hisasse",
+        "Hiddase",
+        "Hidassee"
     ],
-    "HR1685": 
+    "Hoggana":
+    [
+        "Hoggana"
+    ],
+    "HR1685":
     [
         "HR1685"
     ],
-    "Huluka": 
+    "Huluka":
     [
         "Huluka",
-        "Huluqa"
+        "Huluqa",
+        "Hulaka",
+        "Hulka",
+        "Hululka",
+        "Buluka",
+        "Huluka "
     ],
-    "Hyrax": 
+    "Hydero":
+    [
+        "Hydero"
+    ],
+    "Hyrax":
     [
         "Hyrax"
     ],
-    "Improved": 
+    "Improved":
     [
         "Improved"
     ],
-    "Iran#66": 
+    "Iran#66":
     [
         "Iran#66"
     ],
-    "Israel": 
+    "Israel":
     [
         "Israel"
     ],
-    "Jacana": 
+    "Jacana":
     [
         "Jacana",
-        "JACANA"
+        "JACANA",
+        "Jalane"
     ],
-    "K. Korongo": 
+    "K. Kasuku":
+    [
+        "Kenya Kasuku",
+        "Kenya Kasuku ",
+        "Kasuku",
+        "KASUKU",
+        "Kasuku",
+        " Kasuku",
+        "K.kasuku",
+        "K. kasuku",
+        "K .kasuku",
+        "K.Kasuku",
+        "K. Kasuku",
+        "K .Kasuku"
+    ],
+    "K. Korongo":
     [
         "K. Korongo",
         "K. Korongo ",
         "Korongo",
-        "Korongo "
-    ],
-    "KS. Chui": 
+        "Korongo ",
+        "K . Korongo",
+        "K. KORONGO",
+        "K.Korongo",
+        "K Korongo",
+        "K Korongo ",
+        "Kenya Korongo",
+    	"Kenya Korongo ",
+        "K .Korongo",
+        "K.korongo"
+    ],
+    "KS. Chui":
     [
         "Chui",
         "KS. Chui",
+        "KS Chui",
         "KS.CHUI",
-        "KS.Chui"
+        "KS.Chui",
+        "KS.  Chui",
+        "Ks. Chui",
+        "Ks.Chui",
+	"Ks.Chui "
+    ],
+    "KS. Farasi":
+    [
+        "KS Farasi",
+        "KS. Farasi"
+    ],
+    "KS. Kanga":
+    [
+        "Kanga",
+        " Kanga",
+        "KS. Kanga",
+        "Ks. Kanga"
     ],
-    "K624A": 
+    "KS. Ndume":
+    [
+        "Ndume",
+        "Ks. Ndume",
+        "KS. Ndume",
+        "Ks. Ndume ",
+        "KS. Ndume ",
+        "Ks.Ndume",
+        "KS.Ndume"
+    ],
+    "KS. Mwamba":
+    [
+        "KS Mwamba ",
+        "KS.MWAMBA",
+        "Ks.Mwamba"
+    ],
+    "K624A":
     [
         "K624A",
         "K62 4A"
     ],
-    "K924A": 
+    "K924A":
     [
         "K924A"
     ],
-    "Kakaba": 
+    "Kakaba":
     [
         "Kakab",
         "Kakaba",
+        "Kakaba ",
         "Kekeaba",
         "Kekeb",
         "KEKEBA",
         "Kekeba",
         "kekeba",
-        "Kekebw"
+        "kakaba",
+        "Kekebw",
+        "Kekekeba",
+        "Kebeka"
     ],
-    "Kebaba": 
+    "Kebaba":
     [
-        "Kebaba"
+        "Kebaba",
+        "Kebab"
     ],
-    "Kenya Impala": 
+    "Kenya Impala":
     [
         "Kenya Impala"
     ],
-    "Kenya Kasuku": 
+    "Kenya Jacana":
     [
-        "Kenya Kasuku",
-        "Kasuku",
-        "KASUKU"
+        "Kenya Jacana"
     ],
-    "Kenya Pweza": 
+    "Kenya Pweza":
     [
         "Kenya Pweza"
     ],
-    "Kenya Turaco": 
+    "Kenya Turaco":
     [
-        "Kenya Turaco"
+        "Kenya Turaco",
+        "Kenya Turaco "
     ],
-    "Kenya wren": 
+    "Kenya wren":
     [
         "Kenya wren"
     ],
-    "Kingbird": 
+    "Kingbird":
     [
         "Kingbird",
         "King Bird",
         "King bird",
-        "Kingbirds"
-    ],
-    "Kubsa": 
+        "Kingbirds",
+        "Kimgbard",
+        "Kinbird",
+        "Kingbard",
+        "Kingbird ",
+        "King be",
+        "King bir",
+        "KingBird",
+        "Kigbird",
+        "Kingbord",
+        "Kinberd",
+	"Kingberd",
+        "kingbird"
+    ],
+    "Kubsa":
     [
         "Kubsa",
         "kubsa",
-        "Kubssa"
+        "Kubssa",
+        "Kubsa ",
+        "Kubsa (1685)",
+        "Kibsa"
     ],
-    "Kwale": 
+    "Kwale":
     [
         "Kwale",
         "Kwale "
     ],
-    "Lemu": 
+    "Lemu":
     [
-        "Lemu"
+        "Lemu",
+        "Limu"
     ],
-    "Liben": 
+    "Liben":
     [
         "Liben"
     ],
-    "Local": 
+    "Local":
     [
         "Local",
-        "From local market(Unknown)"
+        "Local ",
+        "From local market(Unknown)",
+        "Emer wheat local",
+        "local"
+    ],
+    "Mandoyu":
+    [
+        "Mandoyu",
+        "Mandoyo"
     ],
-    "Mangudo": 
+    "Mangudo":
     [
         "Mangudo",
-        "mangudo"
+        "mangudo",
+        "Mangudo "
     ],
-    "Mixed": 
+    "Mekale 02":
+    [
+        "Mekale 02",
+        "Mekale 02 "
+    ],
+    "Miju":
+    [
+        "Miju"
+    ],
+    "Mixed":
     [
         "Mixed",
         "Digalu mixture with Hidasie",
         "Kingbird (mixed)",
         "mixed",
         "Mixed variety",
+        "Mixed hidase and danda'a",
         "Hidassie with danda'a",
         "Kingbird, wane ogolchoo",
         "israel+Et 13",
@@ -429,18 +617,74 @@
         "Mixed crop (Kwale& Njoro II )",
         "Mixed crop (Njoro II & KS.CHUI )",
         "Mixed crop (Njoro II & unknown )",
-        "Mixed crop (Njoro II& Korongo )"
-    ],
-    "Mwamba": 
+        "Mixed crop (Njoro II& Korongo )",
+        "Mixed(Njoro II & Mwamba)",
+        "Mixed crop  (Korongo &Njoro II )",
+        "Mixed crop  (Ndume & Farasi)",
+        "Mixed crop  (Njoro II & Mwamba )",
+        "Mixed crop (Njoro II & Farasi)",
+        "Mixed: Danda'a and Kakaba",
+        "Mixed varieties",
+        "Wane mixture",
+        "Dembel and Denda",
+        "Mixed ",
+        "Mixed  (Korongo and old varieties )",
+        "Mixed (kasuku, Korongo )",
+        "Mixed (korongo, kasuku, old varieties)",
+        "Mixed crop ( Korongo & barley )",
+        "Mixed crop (Chui & Korongo )",
+        "Mixed crop (K . Korongo &Uknown )",
+        "Mixed crop (Korongo & Uknown)",
+        "Mixed crop( Njoro II,  Korongo, old varieties )",
+        "Mixed crop(KingBird,  Korongo )",
+        "Korongo & Njoro 2",
+        "Korongo& Eagle 10 (mixed )",
+        "Mixed (K. Korongo/barely)",
+        "Mixed (Robin, Korongo)",
+        "Mixed( Njoro 2 & Korongo)",
+        "Njoro 2 & Korongo",
+        "Korongo, Robin, Kwale",
+        "Mixed  (Njoro II, Korongo )",
+        "Mixed (Korongo, ks chui)",
+        "Mixed (Njoro II, Korongo )",
+        "Mixed (Njoro II, Korongo)",
+        "Tallo diff#44,tallo diff#24,yr diff#4",
+        "Differentials",
+        "Kubsa + daka",
+        "Mixed (Korongo&Uknown)",
+        "Mixed varieties ( Korongo and KS Chui)",
+        "King bird ,limu and sofmer",
+        "Mixed crop (K.kasuku &K.Korongo. )",
+        "Mixed crop (K.korongo & Duma)",
+        "Mixed crop (K.korongo & duma)",
+        "Mixed crop (K.korongo & K. kasuku)",
+        "Mixed crop (K.korongo & K. kasuku. )",
+        "Mixed crop (K.korongo & Kasuku )",
+        "Mixed crop (K.korongo & uknown variety)",
+        "Mixed crop (K.Korongo & unknown )",
+        "Mixed crop (K.Korongo & unknown variety )",
+        "Mixed crop (K.korongo & unknown)",
+        "Mixed crop (K.Korongo &unknown )",
+        "Mixed crop (kwale &unknown )",
+        "Mixed crop (Njoro 2 & unknown )",
+        "Mixed crop (Njoroll & Korongo )",
+        "Mixed variety (K.Korongo  and Kwale)",
+        "Uknown mixed crop"
+    ],
+    "Mulifa":
+    [
+        "Mulifa"
+    ],
+    "Mwamba":
     [
         "Mwamba"
     ],
-    "Ndume": 
+    "Ndume":
     [
         "Ndume",
         "Ndume "
     ],
-    "NJORO BW II": 
+    "Njoro BW II":
     [
         "NJORO BW II",
         "Njoro BW II",
@@ -451,43 +695,69 @@
         "NJORO BWIl ",
         "NjoroBWII",
         "NjoroBWII ",
-        "Njoro Il"
+        "Njoro II",
+        "Njoro II ",
+        "Njoro Il",
+        "Njoro Il ",
+        "Njoro ll",
+        "Njoro2",
+        "Njoro  ll",
+        "Njoro ll",
+        "Njoroll",
+        "Njoro ll ",
+	"Njoroll "
+    ],
+    "Oat":
+    [
+        "Oat"
+    ],
+    "Oborra":
+    [
+        "Oborra"
     ],
-    "Ogolcho": 
+    "Ogolcho":
     [
+        "Ogolcho",
+        "Ogolcho ",
+        "ogolcho",
+        "Ogolccho",
         "Ogelcho",
         "Oglcho",
         "Ogocho",
+        "Ogoocho",
         "Ogol cho",
         "Ogolchi",
         "OGOLCHO",
-        "Ogolcho",
-        "ogolcho",
         "Ogolicho",
         "OGOLOCHO",
         "Ogilcho",
         "Ogolch",
-        "Ogolucho"
+        "Ogolucho",
+        "Ogolcha"
     ],
-    "One": 
+    "One":
     [
         "One"
     ],
-    "Otuba": 
+    "Otuba":
     [
         "Otuba",
         "Utuba"
     ],
-    "Paven 76": 
+    "Paven 76":
     [
         "Paven 76",
         "Paven76",
         "Pavo-76",
         "Pavon",
         "Pavan",
-        "Pavon_76"
+        "Pavon_76",
+        "Pavon 76",
+        "Pavon-76",
+        "pavan",
+        "Pavin"
     ],
-    "PCBW #560": 
+    "PCBW #560":
     [
         "PCBW# 560"
     ],
@@ -495,7 +765,7 @@
     [
         "PCBW#1387"
     ],
-    "PCBW #1877": 
+    "PCBW #1877":
     [
         "PCBW#1877"
     ],
@@ -507,15 +777,15 @@
     [
         "PCBW#4556"
     ],
-    "PCBWSR #2431": 
+    "PCBWSR #2431":
     [
         "PCBWSR#2431"
     ],
-    "PCBWSR #3421": 
+    "PCBWSR #3421":
     [
         "PCBWSR#3421"
     ],
-    "PCBWSR #4409": 
+    "PCBWSR #4409":
     [
         "PCBWSR4409"
     ],
@@ -523,59 +793,83 @@
     [
         "PCHZNSR #585"
     ],
-    "PCHPLUSSR #198": 
+    "PCHPLUSSR #198":
     [
         "PCHPLUSSR#198"
     ],
-    "Robin": 
+    "Robin":
     [
-        "Robin"
+        "Robin",
+	"Robin "
     ],
-    "Senate": 
+    "Senate":
     [
         "Sanate",
-        "Senate"
+        "Senate",
+        "Sanate ",
+        "Senata "
+    ],
+    "Shaki":
+    [
+        "Shaki",
+        "shaki"
     ],
-    "Shorima": 
+    "Shorima":
     [
         "SHORIMA",
         "Shorima",
+        "Shorima ",
         "Shorimo",
-        "Shoroma"
+        "Shoroma",
+        "Shorina"
     ],
-    "Simba": 
+    "Simba":
     [
         "Simba",
         "Sinba"
     ],
-    "SR DIFFERENTIAL  #27": 
+    "Sofumer":
+    [
+        "Sofumer"
+    ],
+    "SR DIFFERENTIAL  #27":
     [
         "SR DIFFERENTIAL  # 27",
         "Sr differentials #27"
 
     ],
-    "SR DIFFERENTIAL  #51": 
+    "SR DIFFERENTIAL  #51":
     [
         "SR DIFFERENTIAL  # 51",
         "SR Differential#51"
     ],
-    "SR DIFFERENTIAL #33": 
+    "SR DIFFERENTIAL #33":
     [
         "Sr differential #33"
     ],
-    "SR DIFFERENTIAL #20": 
+    "SR DIFFERENTIAL #20":
     [
         "SR Differentials#20"
     ],
-    "Sydney Australia #83": 
+    "Sydney Australia #83":
     [
         "Sydney Australia #83"
     ],
-    "Tsehay": 
+    "Tate":
+    [
+        "Tate"
+    ],
+    "Triticale":
+    [
+        "Triticale",
+        "Triticale ",
+        "Tritical"
+    ],
+    "Tsehay":
     [
         "Tsehay"
     ],
-    "Unknown": 
+    "Unknown":
     [
         "Unknown",
         "Uknown",
@@ -586,102 +880,146 @@
         "Unkown",
         "unkown",
         "Unkwon",
-        "Unkwown"
-    ],
-    "USDA #105": 
+        "Unkwown",
+        "Unkwown ",
+        "Unknown (observation nursery)",
+        "unknow",
+        "Kenya Hawk?",
+        "I known",
+        "UnKnown",
+        "unknown ",
+        "Unkwon ",
+        "Inknown",
+        "Known",
+        "Ubknown",
+        "Ujknown",
+        "Ukown",
+        "UNKNOWN",
+        "Unknown (Duma?)",
+        "Unkowb",
+        "Unlnown",
+	    "Uninown",
+        "Unko",
+        "Variety",
+        "Uknown old Kenyan variety",
+        "Uknown  variety",
+        "Uknown awnless variety",
+        "Uknown variety",
+        "Unknown variety"
+    ],
+    "USDA #105":
     [
         "USDA#105"
     ],
-    "USDA #112": 
+    "USDA #112":
     [
         "USDA#112"
     ],
-    "USDA #547": 
+    "USDA #547":
     [
         "USDA#547"
     ],
-    "USDA #747": 
+    "USDA #747":
     [
         "USDA#747"
     ],
-    "USDA #823": 
+    "USDA #823":
     [
         "USDA#823"
     ],
-    "USDA #994": 
+    "USDA #994":
     [
         "USDA#994",
         "USDA #994"
     ],
-    "USDA #1061": 
+    "USDA #1061":
     [
         "USDA#1061",
         "USDA #1061"
     ],
-    "USDA #1135": 
+    "USDA #1135":
     [
         "USDA#1135",
         "USDA #1135"
     ],
-    "USDA #1458": 
+    "USDA #1458":
     [
         "USDA#1458",
         "USDA #1458"
     ],
-    "USDA #1588": 
+    "USDA #1588":
     [
         "USDA#1588",
         "USDA #1588"
     ],
-    "USDA #1612": 
+    "USDA #1612":
     [
         "USDA #1612"
     ],
-    "USDA #1762": 
+    "USDA #1762":
     [
         "USDA#1762"
     ],
-    "Wane": 
+    "Wane":
     [
         "Wane",
-        "Wanie"
+        "Wanie",
+        "wane"
     ],
-    "YR DIFFERENTIAL #1": 
+    "YR DIFFERENTIAL #1":
     [
         "YR DIFFERENTIAL#1",
         "YR DIFFERENTIAL #1"
     ],
-    "YR DIFFERENTIAL #8": 
+    "YR DIFFERENTIAL #4":
+    [
+        "YR DIFFERENTIAL#4",
+        "YR DIFFERENTIAL #4",
+        "Yr differential #4"
+    ],
+    "YR DIFFERENTIAL #8":
     [
         "YR DIFFERENTIAL#8",
         "YR DIFFERENTIAL #8"
     ],
-    "YR DIFFERENTIAL #10": 
+    "YR DIFFERENTIAL #10":
     [
         "YR DIFFERENTIAL#10",
         "YR DIFFERENTIAL #10"
     ],
-    "YR DIFFERENTIAL #15": 
+    "YR DIFFERENTIAL #15":
     [
         "YR DIFFERENTIAL#15",
         "YR DIFFERENTIAL #15"
     ],
-    "YR DIFFERENTIAL #24": 
+    "YR DIFFERENTIAL #24":
     [
         "YR DIFFERENTIAL#24",
         "YR DIFFERENTIAL #24"
     ],
-    "YR DIFFERENTIAL #27": 
+    "YR DIFFERENTIAL #27":
     [
         "YR DIFFERENTIAL#27",
         "YR DIFFERENTIAL #27"
     ],
-    "YR27/6*AOC": 
+    "YR DIFFERENTIAL #38":
+    [
+        "YR DIFFERENTIAL#38",
+        "YR DIFFERENTIAL #38",
+        "Yr Differential 38"
+    ],
+    "YR DIFFERENTIAL #40":
+    [
+        "YR DIFFERENTIAL#40",
+        "YR DIFFERENTIAL #40",
+        "Yr DIFF 40"
+    ],
+    "YR27/6*AOC":
     [
         "YR27/6*AOC"
     ],
-    "YR8/6*AOC": 
+    "YR8/6*AOC":
     [
         "YR8/6*AOC"
     ]
-}
\ No newline at end of file
+}
diff --git a/pipeline_resources/EastAfrica/configs/coordinator/an/env_suit_config_EastAfrica_an_live.json b/pipeline_resources/EastAfrica/configs/coordinator/an/env_suit_config_EastAfrica_an_live.json
index 3dd1a159b30ebf902220875f2a09aec2eab8e546..a1991b53a23b407b8d6dc7db78b7f2ad97ccf63e 100644
--- a/pipeline_resources/EastAfrica/configs/coordinator/an/env_suit_config_EastAfrica_an_live.json
+++ b/pipeline_resources/EastAfrica/configs/coordinator/an/env_suit_config_EastAfrica_an_live.json
@@ -19,7 +19,7 @@
         "LeafRust": {
             "suitability_modules": ["semibool_dewperiod"],
             "past_steps": 0,
-            "future_steps": 7,
+            "future_steps": 2,
             "thresholds": {
                 "temperature": [2,15,20,30],
                 "precipitation": 0,
@@ -29,7 +29,7 @@
         "StemRust": {
             "suitability_modules": ["semibool_dewperiod"],
             "past_steps": 0,
-            "future_steps": 7,
+            "future_steps": 2,
             "thresholds": {
                 "temperature": [2,15,24,30],
                 "precipitation": 0,
@@ -49,7 +49,7 @@
         "LeafRust_TempOnly": {
             "suitability_modules": ["semibool_dewperiod"],
             "past_steps": 0,
-            "future_steps": 7,
+            "future_steps": 2,
             "thresholds": {
                 "temperature": [2,15,20,30],
                 "precipitation": -1,
@@ -59,7 +59,7 @@
         "StemRust_TempOnly": {
             "suitability_modules": ["semibool_dewperiod"],
             "past_steps": 0,
-            "future_steps": 7,
+            "future_steps": 2,
             "thresholds": {
                 "temperature": [2,15,24,30],
                 "precipitation": -1,
diff --git a/pipeline_resources/EastAfrica/configs/coordinator/fc/advisory_config_EastAfrica_fc_live.json b/pipeline_resources/EastAfrica/configs/coordinator/fc/advisory_config_EastAfrica_fc_live.json
index ae89125c60a3f8e3b348a7619f0dd4140b0a4fba..1b42456e8e27a38712a8c7388a4b6f815c0fc85e 100644
--- a/pipeline_resources/EastAfrica/configs/coordinator/fc/advisory_config_EastAfrica_fc_live.json
+++ b/pipeline_resources/EastAfrica/configs/coordinator/fc/advisory_config_EastAfrica_fc_live.json
@@ -2,12 +2,11 @@
     "ProcessPreJob" : "query_past_successes",
     "ProcessInJob" : "process_in_job_advisory",
     "ProcessEWSPlotting" : "do_nothing",
-    "seasonStartString" : "20230801",
+    "seasonStartString" : "20240131",
     "SurveyPathTemplate" : "${WorkspacePath}/SURVEYDATA_${dateString}/Groups/surveys_PROD.csv",
     "DependentComponents" : [
        "Deposition",
-       "Environment",
-       "Epidemiology"
+	   "Environment"
     ],
     "Environment" : {
         "SuccessFileTemplate" : "${WorkspacePath}/ENVIRONMENT_2.0_${StartString}/STATUS_SUCCESS",
diff --git a/pipeline_resources/EastAfrica/configs/coordinator/fc/env_suit_config_EastAfrica_fc_live.json b/pipeline_resources/EastAfrica/configs/coordinator/fc/env_suit_config_EastAfrica_fc_live.json
index 86f080ca898154ada68965b9b996e0ec7783f032..2901e12bdf822e94b25692f6adb43fdb73fd2294 100644
--- a/pipeline_resources/EastAfrica/configs/coordinator/fc/env_suit_config_EastAfrica_fc_live.json
+++ b/pipeline_resources/EastAfrica/configs/coordinator/fc/env_suit_config_EastAfrica_fc_live.json
@@ -95,6 +95,10 @@
         "Zambia" : {
             "ChartConfig" : "${ConfigsPath}/plotting/chart/CHART_CONFIG_ZAMBIA_PINE.json",
             "FilterForCountry" : "True"
+        },
+        "Tanzania" : {
+            "ChartConfig" : "${ConfigsPath}/plotting/chart/CHART_CONFIG_TANZANIA_EPI.json",
+            "FilterForCountry" : "True"
         }
     }
 }
diff --git a/pipeline_resources/EastAfrica/configs/coordinator/fc/epi_config_EastAfrica_fc_live.json b/pipeline_resources/EastAfrica/configs/coordinator/fc/epi_config_EastAfrica_fc_live.json
index 9fc3b756c6d47d27b97ee8d9d73194d430d2215f..537285090320d9d626b880a0de5a4a2dff1087fa 100644
--- a/pipeline_resources/EastAfrica/configs/coordinator/fc/epi_config_EastAfrica_fc_live.json
+++ b/pipeline_resources/EastAfrica/configs/coordinator/fc/epi_config_EastAfrica_fc_live.json
@@ -1,7 +1,7 @@
 {
     "DiseaseNames" : ["StemRust"],
-    "CalculationSpanDays" : ["20231130",5],
-    "continue" : false,
+    "CalculationSpanDays" : ["20230715",5],
+	"continue" : true,
     "TimeStep_hours": "3",
     "ProcessPreJob" : "process_pre_job_epi",
     "ProcessInJob" : "process_in_job_epi",
diff --git a/pipeline_resources/EastAfrica/configs/coordinator/fc/survey_config_EastAfrica_fc_live.json b/pipeline_resources/EastAfrica/configs/coordinator/fc/survey_config_EastAfrica_fc_live.json
index 82070885d709ad3b79d942db11477e21441bb327..aad5a586dee9a7b7dce21729dc2eae9795bb0530 100644
--- a/pipeline_resources/EastAfrica/configs/coordinator/fc/survey_config_EastAfrica_fc_live.json
+++ b/pipeline_resources/EastAfrica/configs/coordinator/fc/survey_config_EastAfrica_fc_live.json
@@ -3,7 +3,7 @@
     "ProcessInJob": "process_in_job_survey",
     "ProcessEWSPlotting": "process_EWS_plotting_survey",
     "AcceptableDowntimeDays": 70,
-    "SeasonStartString": "20220815",
+    "SeasonStartString": "20230815",
     "ServerCredentialsFile": "${ConfigsPath}/coordinator/Cred-WRT.json",
     "Groups": {
         "PROD": {
diff --git a/pipeline_resources/EastAfrica/configs/met_extractor/FIELD_NAME_CONSTANTS.csv b/pipeline_resources/EastAfrica/configs/met_extractor/FIELD_NAME_CONSTANTS.csv
index b956e9ea5bea945fc1cd23418bc942a3a7d73c49..27982bad32ac58c84c50d2fc286f8c96b5ef5e2d 100644
--- a/pipeline_resources/EastAfrica/configs/met_extractor/FIELD_NAME_CONSTANTS.csv
+++ b/pipeline_resources/EastAfrica/configs/met_extractor/FIELD_NAME_CONSTANTS.csv
@@ -16,9 +16,3 @@ NAME,TOPOGRAPHY,_TOPOGRAPHY,TOPOGRAPHY
 NAME,RELATIVE_HUMIDITY,_RELATIVE_HUMIDITY_(%),RELATIVE_HUMIDITY
 NAME,TEMP,_TEMPERATURE_(C),TEMP
 NAME,SURFACE_AIR_PRESSURE,_PRESSURE_(PA),PRESSURE_PA
-NAME,SPECIFIC_HUMIDITY,SPECIFIC_HUMIDITY,SPECIFIC_HUMIDITY
-NAME_NEW,PRECIPITATION_RATE,PRECIPITATION_RATE,PRECIPITATION_RATE
-NAME_NEW,SOIL_MOISTURE,SOIL_MOISTURE,SOIL_MOISTURE
-NAME_NEW,TOPOGRAPHY,TOPOGRAPHY,TOPOGRAPHY
-NAME_NEW,RELATIVE_HUMIDITY,RELATIVE_HUMIDITY,RELATIVE_HUMIDITY
-NAME_NEW,TEMP,TEMPERATURE,TEMP
diff --git a/pipeline_resources/EastAfrica/configs/met_extractor/template_new_extract_config.json b/pipeline_resources/EastAfrica/configs/met_extractor/template_new_extract_config.json
deleted file mode 100644
index d5aa01c6630a5ea5203d8f13f57c11e52f21acb2..0000000000000000000000000000000000000000
--- a/pipeline_resources/EastAfrica/configs/met_extractor/template_new_extract_config.json
+++ /dev/null
@@ -1,60 +0,0 @@
-{
-  "MET_DATA_TYPE": "NAME",
-  "DATA_TYPES": [
-    "TEMP",
-    "PRECIPITATION_RATE",
-    "RELATIVE_HUMIDITY"
-  ],
-  "METO_PARAMS": {
-    "METO_PARTS": [
-      "no_part"
-    ]
-  },
-  "POST_PROCESSING": {
-    "PROCESSORS": [
-      {
-        "PROCESSOR_NAME": "RIE",
-        "OUT_FILE_NAME": "RIE",
-        "PYTHONPATH": "/home/lb584/git/ews_environmental_suitability_v2/",
-        "CLASSPATH": "ewses_vectorised_timepoint_processor",
-        "CLASSNAME": "EnvSuitColTimePointProcessor",
-        "DEPENDS": [],
-        "TIMEPOINTS_FILE_PATH": "#",
-        "FUTURE_FIELDS": [
-          {
-            "PROCESSOR_NAME": "TEMP",
-            "DURATION": 7,
-            "ENABLED": "TRUE"
-          },
-          {
-            "PROCESSOR_NAME": "PRECIPITATION_RATE",
-            "DURATION": 7,
-            "ENABLED": "TRUE"
-          },
-          {
-            "PROCESSOR_NAME": "RELATIVE_HUMIDITY",
-            "DURATION": 7,
-            "ENABLED": "TRUE"
-          }
-        ],
-        "PARAMS": {
-          "suitability_modules": ["#"],
-          "thresholds": {
-            "temperature": [2,30],
-            "precipitation": 0,
-            "relative_humidity": 90
-          }
-        }
-      }
-    ]
-  },
-  "TIMEPOINTS_FILE_PATH": "#",
-  "TIME_INCREMENT": 4,
-  "MERGE_CHUNK_SIZE": 400,
-  "OUTPUT_DIR": "#",
-  "SPATIAL_POINTS_FILE_PATH": "#",
-  "SLURM": "TRUE",
-  "FIELD_NAME_CONSTANTS_PATH": "#",
-  "NCDF_DIR_PATH": "#",
-  "RECURSIVE_SEARCH": "FALSE"
-}
diff --git a/pipeline_resources/EastAfrica/configs/met_extractor/template_operational_config.json b/pipeline_resources/EastAfrica/configs/met_extractor/template_operational_config.json
index ecc2a4886d63d0a328cba9a527d9ad6917641278..e6f6e049f6fe9ac9a74b914f5cd0091681a7741b 100644
--- a/pipeline_resources/EastAfrica/configs/met_extractor/template_operational_config.json
+++ b/pipeline_resources/EastAfrica/configs/met_extractor/template_operational_config.json
@@ -5,11 +5,6 @@
     "PRECIPITATION_RATE",
     "RELATIVE_HUMIDITY"
   ],
-  "METO_PARAMS": {
-    "METO_PARTS": [
-      "no_part"
-    ]
-  },
   "POST_PROCESSING": {
     "PROCESSORS": [
       {
diff --git a/pipeline_resources/EastAfrica/configs/plotting/chart/CHART_CONFIG_ETHIOPIA_EPI_PINE.json b/pipeline_resources/EastAfrica/configs/plotting/chart/CHART_CONFIG_ETHIOPIA_EPI_PINE.json
index b23f4bafe986c44ca9bdc71493b559ede357617c..529b72b9086978566785adfd65777d07da2bfa0f 100644
--- a/pipeline_resources/EastAfrica/configs/plotting/chart/CHART_CONFIG_ETHIOPIA_EPI_PINE.json
+++ b/pipeline_resources/EastAfrica/configs/plotting/chart/CHART_CONFIG_ETHIOPIA_EPI_PINE.json
@@ -11,7 +11,7 @@
   "LEGEND_ALPHA": 0,
   "TITLE_FONT_SIZE": 30,
   "COUNTRY_LANDPOINTS_FILE": "${ProjectRoot}/regions/EastAfrica/resources/assets/plotting/gis_data/ethiopia/ethiopia_points_epi.csv",
-  "COUNTRY_LOGO_FILE": "${ProjectRoot}/regions/EastAfrica/resources/assets/plotting/images/logos_Ethiopia_plotting.png",
+  "COUNTRY_LOGO_FILE": "${ProjectRoot}/regions/EastAfrica/resources/assets/plotting/images/logos_EastAfrica_plotting.png",
   "COUNTRY_STRING": "ethiopia",
   "PLACES_TO_PLOT": ["CAPITAL","LARGE","MEDIUM"],
   "PLACES_TO_EXCLUDE": ["Bandarbeyla","Al Hudaydah"],
diff --git a/pipeline_resources/EastAfrica/configs/plotting/chart/CHART_CONFIG_ETHIOPIA_PINE.json b/pipeline_resources/EastAfrica/configs/plotting/chart/CHART_CONFIG_ETHIOPIA_PINE.json
index 1aae202e59908f04679f952eb202eed34f175080..63991dd88a0179cc24e360b6201a9405b8ff685e 100644
--- a/pipeline_resources/EastAfrica/configs/plotting/chart/CHART_CONFIG_ETHIOPIA_PINE.json
+++ b/pipeline_resources/EastAfrica/configs/plotting/chart/CHART_CONFIG_ETHIOPIA_PINE.json
@@ -11,7 +11,7 @@
   "LEGEND_ALPHA": 0,
   "TITLE_FONT_SIZE": 30,
   "COUNTRY_LANDPOINTS_FILE": "${ProjectRoot}/regions/EastAfrica/resources/assets/plotting/gis_data/ethiopia/ethiopia_points.csv",
-  "COUNTRY_LOGO_FILE": "${ProjectRoot}/regions/EastAfrica/resources/assets/plotting/images/logos_Ethiopia_plotting.png",
+  "COUNTRY_LOGO_FILE": "${ProjectRoot}/regions/EastAfrica/resources/assets/plotting/images/logos_EastAfrica_plotting.png",
   "COUNTRY_STRING": "ethiopia",
   "PLACES_TO_PLOT": ["CAPITAL","LARGE","MEDIUM"],
   "PLACES_TO_EXCLUDE": ["Bandarbeyla","Al Hudaydah"],
diff --git a/pipeline_resources/EastAfrica/configs/plotting/chart/CHART_CONFIG_KENYA_PINE.json b/pipeline_resources/EastAfrica/configs/plotting/chart/CHART_CONFIG_KENYA_PINE.json
index d4e368abc94e6d92b1199be249c72dfc7c8839ce..1dbbf46d2cd76f1fae40084d367a5c36420f8ee3 100644
--- a/pipeline_resources/EastAfrica/configs/plotting/chart/CHART_CONFIG_KENYA_PINE.json
+++ b/pipeline_resources/EastAfrica/configs/plotting/chart/CHART_CONFIG_KENYA_PINE.json
@@ -12,7 +12,7 @@
   "LEGEND_ALPHA": 0.4,
   "TITLE_FONT_SIZE": 30,
   "COUNTRY_LANDPOINTS_FILE": "${ProjectRoot}/regions/EastAfrica/resources/assets/plotting/gis_data/kenya/kenya_points.csv",
-  "COUNTRY_LOGO_FILE": "${ProjectRoot}/regions/EastAfrica/resources/assets/plotting/images/logos_Kenya_plotting.png",
+  "COUNTRY_LOGO_FILE": "${ProjectRoot}/regions/EastAfrica/resources/assets/plotting/images/logos_EastAfrica_plotting.png",
   "COUNTRY_STRING": "kenya",
   "PLACES_TO_PLOT": ["CAPITAL","LARGE", "MEDIUM"],
   "PLACES_X_LIMIT": 0.99
diff --git a/pipeline_resources/EastAfrica/configs/plotting/chart/CHART_CONFIG_TANZANIA_EPI.json b/pipeline_resources/EastAfrica/configs/plotting/chart/CHART_CONFIG_TANZANIA_EPI.json
index 67eea920ca25d07045cfe3d61d0385acd11e2a7e..9633a9291fc72a53b9f4b0664712eef1ff7fe150 100644
--- a/pipeline_resources/EastAfrica/configs/plotting/chart/CHART_CONFIG_TANZANIA_EPI.json
+++ b/pipeline_resources/EastAfrica/configs/plotting/chart/CHART_CONFIG_TANZANIA_EPI.json
@@ -11,7 +11,7 @@
   "LEGEND_ALPHA": 0,
   "TITLE_FONT_SIZE": 30,
   "COUNTRY_LANDPOINTS_FILE": "${ProjectRoot}/regions/EastAfrica/resources/assets/plotting/gis_data/tanzania/tanzania_points.csv",
-  "COUNTRY_LOGO_FILE": "${ProjectRoot}/regions/EastAfrica/resources/assets/plotting/images/logos_Ethiopia_plotting.png",
+  "COUNTRY_LOGO_FILE": "${ProjectRoot}/regions/EastAfrica/resources/assets/plotting/images/logos_EastAfrica_plotting.png",
   "COUNTRY_STRING": "tanzania",
   "PLACES_TO_PLOT": ["CAPITAL","LARGE","MEDIUM"],
   "PLACES_TO_EXCLUDE": [],
diff --git a/pipeline_resources/EastAfrica/configs/plotting/chart/CHART_CONFIG_ZAMBIA_PINE.json b/pipeline_resources/EastAfrica/configs/plotting/chart/CHART_CONFIG_ZAMBIA_PINE.json
index f44c22ab866a69f67e61b50971715df5562f79fe..1f9d72737b8f86599013a1c145a620f6deec3053 100644
--- a/pipeline_resources/EastAfrica/configs/plotting/chart/CHART_CONFIG_ZAMBIA_PINE.json
+++ b/pipeline_resources/EastAfrica/configs/plotting/chart/CHART_CONFIG_ZAMBIA_PINE.json
@@ -11,8 +11,8 @@
   "LEGEND_ALPHA": 0,
   "TITLE_FONT_SIZE": 30,
   "COUNTRY_LANDPOINTS_FILE": "${ProjectRoot}/regions/EastAfrica/resources/assets/plotting/gis_data/zambia/zambia_points.csv",
+  "COUNTRY_LOGO_FILE": "${ProjectRoot}/regions/EastAfrica/resources/plotting/assets/images/logos_EastAfrica_plotting.png",
   "COUNTRY_STRING": "zambia",
   "PLACES_TO_PLOT": ["CAPITAL","LARGE","MEDIUM"],
-  "PLACES_TO_EXCLUDE": ["Bandarbeyla","Al Hudaydah"],
   "PLACES_X_LIMIT": 1
 }
diff --git a/pipeline_resources/EastAfrica/configs/plotting/env_suit/RUN_CONFIG_ENV.json b/pipeline_resources/EastAfrica/configs/plotting/env_suit/RUN_CONFIG_ENV.json
index ab5e800db2f12f69b2d6634af8d0b3baf26ffe8a..e3b72b4e1d2e7520af1e478fff6d3dff9618d255 100644
--- a/pipeline_resources/EastAfrica/configs/plotting/env_suit/RUN_CONFIG_ENV.json
+++ b/pipeline_resources/EastAfrica/configs/plotting/env_suit/RUN_CONFIG_ENV.json
@@ -8,8 +8,8 @@
   "MAP_TITLE": "OVERRIDDEN",
   "RUN_PREFIX": "OVERRIDDEN",
   "LEGEND_TITLE": "relative infection\nefficiency %",
-  "PLOT_TIFS": "true",
   "PLOT_SHAPES": "false",
+  "PLOT_TIFS": "true",
   "PLOT_IMAGES": "true",
   "PLOT_DAILY_IMAGES": "false",
   "PLOT_HOURLY_IMAGES": "false",
diff --git a/pipeline_resources/EastAfrica/configs/source_gen/config_EastAfrica_mapspam2017.json b/pipeline_resources/EastAfrica/configs/source_gen/config_EastAfrica_mapspam2017.json
index 0a5f7eeb33b1b703c8325437aa450370e8a98050..1b9643d101c156df4604aa2b69e110fbeca73f71 100644
--- a/pipeline_resources/EastAfrica/configs/source_gen/config_EastAfrica_mapspam2017.json
+++ b/pipeline_resources/EastAfrica/configs/source_gen/config_EastAfrica_mapspam2017.json
@@ -5,9 +5,9 @@
     "wheat_rasters_bydate" : {
         "20170101" : "${AssetsPath}/source_gen/spam2017V1r1_SSA_gr_H_WHEA_A_clipEastAfrica.tif"
     },
-    "cluster_poly_file" : "${AssetsPath}/source_gen/boundaries/EastAfrica_clusters.shp",
-    "id_col" : "id",
-    "region_file" : "${AssetsPath}/source_gen/boundaries/EastAfrica_9regions.shp",
+    "cluster_poly_file" : "${AssetsPath}/source_gen/UMG_Mk11_grid_EastAfrica_withregions.shp",
+    "id_col" : "cluster_id",
+    "region_file" : "${AssetsPath}/source_gen/UMG_Mk11_grid_EastAfrica_withregions.shp",
     "region_id_col" : "REGION_ID",
     "wheat_stages_file" : "${AssetsPath}/source_gen/approx_growth_timing_cleaned.csv"
 }
diff --git a/pipeline_resources/SouthAsia/configs/advisory_builder/config_SouthAsia_variety_names_tidy.json b/pipeline_resources/SouthAsia/configs/advisory_builder/config_SouthAsia_variety_names_tidy.json
index 9fd6f03aeaaf0135bd1bb7c0edec1e6044b6b0a0..a612922c41660ff73382e8405aaf5a2ce7701803 100755
--- a/pipeline_resources/SouthAsia/configs/advisory_builder/config_SouthAsia_variety_names_tidy.json
+++ b/pipeline_resources/SouthAsia/configs/advisory_builder/config_SouthAsia_variety_names_tidy.json
@@ -1,9 +1,20 @@
 {
+    "Abdul Sattar":
+    [
+        "Abdul Sattar"
+    ],
+    "Abdul Sattar 02":
+    [
+        "Abdul Sattar 02",
+        "Abdul Sattar _02",
+        "Abdul Sattar_02",
+        "Abdul sattar_02"
+    ],
     "Achyut" :
     [
         "Achyut"
     ],
-    "Aditya" : 
+    "Aditya" :
     [
         "Aditya",
         "Aaditya"
@@ -18,13 +29,19 @@
         "AKBAR 19 ",
         "AKBAR 19",
         "Akber",
-        "Akber 19"
+        "Akber 19",
+        "Akbar 19,",
+        "Akbar.19",
+        "Akber19",
+        "Akber_19"
     ],
     "Anaj-17":
     [
         "Anaj",
         "Anaj 17",
-        "Anaj-17"
+        "Anaj-17",
+        "Anaj17"
+
     ],
     "Annapurna-1":
     [
@@ -33,22 +50,32 @@
         "Annapurna 1",
         "Annapurna-1"
     ],
-    "Banganga" : 
+    "Bajosokha":
+    [
+        "Bajo Sokha (check)",
+        "Bajo Sokha kaa",
+        "Bajoka 1"
+    ],
+    "Banganga" :
     [
         "Banganga",
         "Bandganga",
-        "Banaganga"
+        "Banaganga",
+        "Badganga"
     ],
     "BARI Gom 17" :
     [
         "BARI Gom 17",
-        "Bari gom 17"
+        "Bari gom 17",
+        "Barigom 17",
+        "Barigom17",
+        "Bari gom17"
     ],
     "BARI Gom 20" :
     [
         "BARI Gom 20"
     ],
-    "BARI Gom 21 (Shatabdi)" : 
+    "BARI Gom 21 (Shatabdi)" :
     [
         "Satapdi",
         "Shatabdi",
@@ -56,7 +83,7 @@
         "Sotabthe",
         "Sotabthi"
     ],
-    "BARI Gom 24" : 
+    "BARI Gom 24" :
     [
         "BARI Gom 24",
         "Prodip",
@@ -65,7 +92,7 @@
         "Bari gom24",
         "BARI gom 24"
     ],
-    "BARI Gom 25" : 
+    "BARI Gom 25" :
     [
         "BARI Gom 25",
         "Bari gom 25",
@@ -73,7 +100,7 @@
         "BARI  Gom25",
         "BARI Gom25"
     ],
-    "BARI Gom 26" : 
+    "BARI Gom 26" :
     [
         "26",
         "Bari 26",
@@ -94,9 +121,13 @@
         "BARI Gpm26",
         "BAR Gon26",
         "BARI Gom. 26",
-        "BARI 26"
+        "BARI 26",
+        "Bari Gam 26",
+        "Bari gom26",
+        "Bhari Gam 26",
+        "বারি ২৬"
     ],
-    "BARI Gom 27" : 
+    "BARI Gom 27" :
     [
         "BARI GOM 27",
         "BARI Gom 27",
@@ -108,7 +139,7 @@
         "BARI GOM27",
         "BARIGOM27"
     ],
-    "BARI Gom 28" : 
+    "BARI Gom 28" :
     [
         "Bari Gam 28",
         "Bari gam 28",
@@ -137,9 +168,11 @@
         "BARi Gom 28",
         "BARI Gom 28.",
         "BARI GOM28",
-        "BARI gom28"
+        "BARI gom28",
+        "BARIGom 28",
+        "Barigom28"
     ],
-    "BARI Gom 29" : 
+    "BARI Gom 29" :
     [
         "BARI Gom 29",
         "Bari Gom 29",
@@ -149,7 +182,7 @@
         "BARI gom 29",
         "RARI Gom 29"
     ],
-    "BARI Gom 30" : 
+    "BARI Gom 30" :
     [
         "30",
         "BAR Gom 30",
@@ -193,14 +226,25 @@
         "BARRI Gom 30",
         "Brri gom 30",
         "BARIGom30",
-        "VARI Gom 30"
-    ],
-    "BARI Gom 31" : 
+        "VARI Gom 30",
+        "Bari Gam 30",
+        "Bari GOM 30",
+        "BARIG 30",
+        "BARIGOM 30",
+        "BARRI Gum30",
+        "Bari Gom30",
+        "Bhari Gam 30",
+        "BAARIGom 30",
+        "BARRI Ggom 30",
+        "BRRI Gom 30"
+    ],
+    "BARI Gom 31" :
     [
         "BARI Gom31",
-        "Barigom,31"
+        "Barigom,31",
+        "Barigom31"
     ],
-    "BARI Gom 32" : 
+    "BARI Gom 32" :
     [
         "32",
         "Baarigom 32",
@@ -223,9 +267,22 @@
         "BARI gom32",
         "BARIG Gom 32",
         "BARIGom 32",
-        "BARRI Gom 32"
-    ],
-    "BARI Gom 33" : 
+        "BARRI Gom 32",
+        "BARI  Gom -32",
+        "BARI Gam 32",
+        "BARI Gom -32",
+        "BARI Gom- 32",
+        "Bari Gom32",
+        "BARRI Gum 32",
+        "BARRI Gum32",
+        "BARIGom32",
+        "বারি গম ৩২",
+        "৩২",
+        "BRRI Gom 32",
+        "BRRRI gom 32",
+        "BRRRI Gom32"
+    ],
+    "BARI Gom 33" :
     [
         "33",
         "ba 33",
@@ -291,14 +348,39 @@
         "BARRI Gum 33",
         "BARRI gum 33",
         "BRRI GOM 33",
-        "Brri Gom 33"
+        "Brri Gom 33",
+        "BARRI Gum33",
+        "BARU Gom 33",
+        "BATIGom 33",
+        "BARI Gam 33",
+        "BARIGOM 33",
+        "Bari Gom-33",
+        "BARI GOm33",
+        "BARI33",
+        "BRRI Gom 33",
+        "BRRI Gon 33",
+        "Bsri gom 33",
+        "বারি গম ৩৩",
+        "BARl Gom 33",
+        "BSRIGom 33"
+    ],
+    "BARI Gom 34":
+    [
+        "BARI Gom 34",
+        "BARI GOM 34"
     ],
-    "BARI GOM Sonali" : 
+    "BARI GOM Sonali" :
     [
         "BARI GOM Sonali",
         "BARI Gom sonali",
         "BARI Gom Sonali"
     ],
+    "Bhakhar star":
+    [
+        "Bhakhar star",
+        "Bhakkar star",
+        "Bhkar Star"
+    ],
     "Bhaskar (Indian)":
     [
         "Bhaskar (Indian)"
@@ -307,27 +389,221 @@
     [
         "Bheriganga"
     ],
-    "Bhirkuti" : 
+    "Bhirkuti" :
     [
         "Bhirkuti",
         "Bhrikuti"
     ],
-    "BL 4341" : 
+    "BL 4341" :
     [
         "BL 4341",
         "BL4341!",
         "BL4341"
 
     ],
-    "BL 4669" : 
+    "BL 4669" :
     [
         "BL 4669",
         "BL 4669(pipeline variety)"
     ],
-    "BL 4682" : 
+    "BL 4682" :
     [
         "BL 4682"
     ],
+    "Bumthang Ka Drukchu":
+    [
+        "Bumthang ka Drukchu",
+        "Bumthang ka drukchu",
+        "Bumthangka drukchu",
+        "Bumthang Ka Drukchu"
+    ],
+    "BWMRI Gom 1" :
+    [
+        "BWMRI 1",
+        "BWMRI Gom 1",
+        "WMRI Gom 1",
+        "WMRI Gom -1",
+        "WMRI 1",
+        "WMRI,Gom 1",
+        "BWMRI GOM 1",
+        "BWMRI Gom1",
+        "BWMRI-1",
+        "wmri 1",
+        "WMRI Gom 1",
+        "WMRIGom 1"
+    ],
+    "BWMRI Gom 2" :
+    [
+        "WMRI Gom 2",
+        "BWMRI Gom 2",
+        "BWMRI Gom2",
+        "BWMRI Gom-2",
+        "BWMRI 2",
+        "WMRI Gom 2",
+        "BWMRI GOM 2",
+        "WMRIGom 2"
+    ],
+    "BWMRI Gom 3" :
+    [
+        "BWMRI Gom 3",
+        "BARI BWMRI 3",
+        "BMRI 3",
+        "BWMRI3",
+        "WMRI Gom 3",
+        "WMRI-3",
+        "BWMRI 3",
+        "WMRI 3"
+    ],
+    "CIMMYT line 1":
+    [
+        "CIMMYT line 1",
+        "CIMMYT Line 1",
+        "CIMMYT LINE 1"
+    ],
+    "CIMMYT line 2":
+    [
+        "CIMMYT line 2",
+        "CIMMYT Line 2",
+        "CIMMYT LINE 2"
+    ],
+    "CIMMYT line 3":
+    [
+        "CIMMYT line 3",
+        "CIMMYT Line 3",
+        "CIMMYT LINE 3"
+    ],
+    "CIMMYT line 4":
+    [
+        "CIMMYT line 4",
+        "CIMMYT Line 4",
+        "CIMMYT LINE 4"
+    ],
+    "CIMMYT line 5":
+    [
+        "CIMMYT line 5",
+        "CIMMYT Line 5",
+        "CIMMYT LINE 5"
+    ],
+    "CIMMYT line 6":
+    [
+        "CIMMYT line 6",
+        "CIMMYT Line 6",
+        "CIMMYT LINE 6"
+    ],
+    "CIMMYT line 7":
+    [
+        "CIMMYT line 7",
+        "CIMMYT Line 7",
+        "CIMMYT LINE 7"
+    ],
+    "CIMMYT line 8":
+    [
+        "CIMMYT line 8",
+        "CIMMYT Line 8",
+        "CIMMYT LINE 8"
+    ],
+    "CIMMYT line 9":
+    [
+        "CIMMYT line 9",
+        "CIMMYT Line 9",
+        "CIMMYT LINE 9"
+    ],
+    "CIMMYT line 10":
+    [
+        "CIMMYT line 10",
+        "CIMMYT Line 10",
+        "CIMMYT LINE 10"
+    ],
+    "CIMMYT line 11":
+    [
+        "CIMMYT line 11",
+        "CIMMYT Line 11",
+        "CIMMYT LINE 11"
+    ],
+    "CIMMYT line 12":
+    [
+        "CIMMYT line 12",
+        "CIMMYT Line 12",
+        "CIMMYT LINE 12"
+    ],
+    "CIMMYT line 13":
+    [
+        "CIMMYT line 13",
+        "CIMMYT Line 13",
+        "CIMMYT LINE 13"
+    ],
+    "CIMMYT line 14":
+    [
+        "CIMMYT line 14",
+        "CIMMYT Line 14",
+        "CIMMYT LINE 14"
+    ],
+    "CIMMYT line 15":
+    [
+        "CIMMYT line 15",
+        "CIMMYT Line 15",
+        "CIMMYT LINE 15"
+    ],
+    "CIMMYT line 16":
+    [
+        "CIMMYT line 16",
+        "CIMMYT Line 16",
+        "CIMMYT LINE 16"
+    ],
+    "CIMMYT line 17":
+    [
+        "CIMMYT line 17",
+        "CIMMYT Line 17",
+        "CIMMYT LINE 17"
+    ],
+    "CIMMYT line 18":
+    [
+        "CIMMYT line 18",
+        "CIMMYT Line 18",
+        "CIMMYT LINE 18"
+    ],
+    "CIMMYT line 19":
+    [
+        "CIMMYT line 19",
+        "CIMMYT Line 19",
+        "CIMMYT LINE 19"
+    ],
+    "CIMMYT line 20":
+    [
+        "CIMMYT line 20",
+        "CIMMYT Line 20",
+        "CIMMYT LINE 20"
+    ],
+    "CIMMYT line 21":
+    [
+        "CIMMYT line 21",
+        "CIMMYT Line 21",
+        "CIMMYT LINE 21"
+    ],
+    "CIMMYT line 22":
+    [
+        "CIMMYT line 22",
+        "CIMMYT Line 22",
+        "CIMMYT LINE 22"
+    ],
+    "CIMMYT line 23":
+    [
+        "CIMMYT line 23",
+        "CIMMYT Line 23",
+        "CIMMYT LINE 23"
+    ],
+    "CIMMYT line 24":
+    [
+        "CIMMYT line 24",
+        "CIMMYT Line 24",
+        "CIMMYT LINE 24"
+    ],
+    "CIMMYT line 25":
+    [
+        "CIMMYT line 25",
+        "CIMMYT Line 25",
+        "CIMMYT LINE 25"
+    ],
     "Danphe" :
     [
         "Danphe"
@@ -344,12 +620,23 @@
         "Dilkash-20",
         "Dilkash 20",
         "DILKASH-20",
-        "SILKASH 20"
+        "SILKASH 20",
+        "Dilkash20",
+        "Dilkkash 20"
     ],
     "Dilkash-21":
     [
         "Dilkash-21",
-        "DILKASH-21"
+        "DILKASH-21",
+        "DILKASH 21",
+        "Dilkash 21"
+    ],
+    "Durum wheat":
+    [
+        "Dura. Wheat",
+        "Duram",
+        "Durum",
+        "Durum wheat line imported from Indian market"
     ],
     "Faisalabad-08" :
     [
@@ -361,7 +648,18 @@
         "Fsd08",
         "Fsd_08",
         "Fsd-08",
-        "Faisalabad 08"
+        "Faisalabad 08",
+        "Faisalabad _08",
+        "Faisalabad_08"
+    ],
+    "Fakhar e Bhakar":
+    [
+        "Fakhar e Bhakar",
+        "Fakhar e Bhakkar",
+        "Fakhra bkhar",
+        "Fakhrabkhar",
+        "Falhrabhakhar",
+        "Fakhar Bakhar"
     ],
     "Gaffar":
     [
@@ -374,21 +672,42 @@
         "Galaxy-13",
         "Galaxy-13 ",
         "GALAXY-13",
-        "GALAXY-13 "
+        "GALAXY-13 ",
+        "Galaxy",
+        "Galaxy_13"
     ],
-    "Gautam" : 
+    "Gautam" :
     [
         "GAUTAM",
         "Gautam",
         "Gautum",
-        "Gautan"
+        "Gautan",
+        "Guatam"
+    ],
+    "Gulzar":
+    [
+        "Gulzar"
     ],
-    "HD 2967" : 
+    "Guma Sokha":
+    [
+        "Guma Sokha",
+        "Guma sokha (check)",
+        "Guma sokha ka",
+        "Guma sokha- kaap",
+        "Guma sokha-kaa",
+        "Gumasokha",
+        "Gumasokha kaa"
+    ],
+    "HD 2204":
+    [
+        "HD 2204"
+    ],
+    "HD 2967" :
     [
         "HD 2967",
         "HD2967"
     ],
-    "HD 3086" : 
+    "HD 3086" :
     [
         "HD 3086"
     ],
@@ -396,16 +715,21 @@
     [
         "HIMGANGA"
     ],
-    "Indian (China 3)" : 
+    "Imdad-05":
+    [
+        "Imdad_05"
+    ],
+    "Indian (China 3)" :
     [
         "Indian ( china 3)",
         "IIndian(china 3)",
         "Indian( china 3)",
         "Indian(china 3)",
+        "Indian (china 3)",
         "China 3",
         "Indian China 3"
     ],
-    "Indian (China 4)" : 
+    "Indian (China 4)" :
     [
         "Indian ( china 4)",
         "Indian(china 4)",
@@ -413,18 +737,27 @@
         "IIndian (china 4)",
         "Indian( china 4)",
         "Indian (china4)",
-        "indian(china 4)"
+        "indian(china 4)",
+        "Chaina 4",
+        "Indian  ( china 4)"
     ],
-    "Kanchan" : 
+    "Jaga kaa":
+    [
+        "Jaga kaa"
+    ],
+    "Kanchan" :
     [
         "Kanchan",
-        "Kanchon"
+        "Kanchon",
+        "KANCHAN",
+        "KANCHON",
+        "kanchon"
     ],
     "Kanti" :
     [
         "Kanti"
     ],
-    "Khumal Shakti" : 
+    "Khumal Shakti" :
     [
         "Khumal Shakti"
     ],
@@ -432,15 +765,15 @@
     [
         "Kundan"
     ],
-    "Lok-1" : 
+    "Lok-1" :
     [
         "Lok-1"
     ],
-    "Munal" : 
+    "Munal" :
     [
         "Munal"
     ],
-    "Mudule" : 
+    "Mudule" :
     [
         "Mudule",
 	    "Mudule-1"
@@ -448,34 +781,85 @@
     "NAL-52":
     [
         "NAL -52",
-        "NAL-52"
+        "NAL-52",
+        "NAL52"
+    ],
+    "Nawab-21":
+    [
+        "Nawab 21",
+        "Nawab8_21"
     ],
     "NL 1179":
     [
         "NL 1179",
         "NL 1179, pipeline variety for mid hill, yellow  rust resistant,  disseminated by NWRP, Bhairahawa  from last season in Pyuthan"
     ],
+    "NL 1446" :
+    [
+        "NL1446",
+        "NL 1446"
+    ],
+    "NL 1488":
+    [
+        "NL 1488"
+    ],
+    "NL 1612" :
+    [
+        "NL1612"
+    ],
     "NL 1616" :
     [
         "NL 1616"
     ],
-    "NL 971" :
+    "NL 1716":
     [
-        "NL 971",
-        "NL-971"
+        "NL 1716",
+        "NL1716"
     ],
-    "NL1446" :
+    "NL 1835":
     [
-        "NL1446"
+        "NL 1835",
+        "NL1835"
     ],
-    "NL1612" :
+    "NL 971" :
     [
-        "NL1612"
+        "NL 971",
+        "NL-971",
+        "NL971"
     ],
     "Nepal 297" :
     [
         "Nepal 297",
-        "NL297"
+        "NL297",
+        "NL 297"
+    ],
+    "NWDSN 03":
+    [
+        "NWDSN 03"
+    ],
+    "NWDSN 148":
+    [
+        "NWDSN 148"
+    ],
+    "NWDSN 21":
+    [
+        "NWDSN 21"
+    ],
+    "NWDSN 79":
+    [
+        "NWDSN 79"
+    ],
+    "NWDSN 806":
+    [
+        "NWDSN 806"
+    ],
+    "NWDSN 172":
+    [
+        "NWDSN172"
+    ],
+    "NWDSN 588":
+    [
+        "NWDSN588"
     ],
     "Pasang lhamu" :
     [
@@ -495,28 +879,32 @@
     "RR 21" :
     [
         "RR 21",
-        "RR-21"
+        "RR-21",
+        "RR21"
+    ],
+    "Sadiq-21":
+    [
+        "Sadiq 21",
+        "Sadiq21"
+    ],
+    "Saher-06":
+    [
+        "Saher",
+        "Seher 06"
     ],
-    "Saher": 
+    "Sehet-06":
     [
-        "Saher"
+        "Sehet06"
     ],
     "Siddhartha":
     [
         "Siddhartha"
     ],
-    "Sonalika" : 
+    "Sonalika" :
     [
         "Sonalika"
     ],
-    "Sworgadwari" : 
-    [
-        "Sorgadwari",
-        "Sworgadwari",
-	    "Sworgdwari",
-        "swogadwari"
-    ],
-    "Subhani 21":
+    "Subhani-21":
     [
         "Subhani 21",
         "Subhani 21 ",
@@ -533,15 +921,30 @@
         "Surma",
         "Suruma"
     ],
+    "Sworgadwari" :
+    [
+        "Sorgadwari",
+        "Sworgadwari",
+	    "Sworgdwari",
+        "swogadwari",
+        "Sorghadwari",
+        "Swargadwari"
+    ],
     "SW-2" :
     [
         "SW-2"
     ],
+    "Ujalla-16":
+    [
+        "Ujala",
+        "Ujalla 16",
+        "Ujjala 16"
+    ],
     "Vaskar" :
     [
         "Vaskar"
     ],
-    "Vijay" : 
+    "Vijay" :
     [
         "Vijay",
         "Vijaya",
@@ -559,9 +962,10 @@
         "Wattan  (unapproved)",
         "Wattan (Unapproved)",
         "Wattan (unapproved)",
-        "Wattan,"
+        "Wattan",
+        "Watan"
     ],
-    "WK 1204" : 
+    "WK 1204" :
     [
         "WK 1204",
         "WK1204",
@@ -570,72 +974,54 @@
         "Wk 1204",
         "we 1204"
     ],
-    "WK 1481" : 
+    "WK 1481" :
     [
         "WK1481"
     ],
-    "WK 2748 (Bheri-Ganga)" : 
+    "WK 2748 (Bheri-Ganga)" :
     [
         "Bheri-Ganga (WK 2748)"
     ],
-    "WK 3413" : 
-    [
-        "WK3413",
-        "WK 3413"
-    ],
-    "WK 3639" : 
-    [
-        "WK3639",
-        "WK 3639"
-    ],
-    "WK 2891" : 
+    "WK 2891" :
     [
         "WK2891",
         "WK 2891"
     ],
-    "WMRI Gom 1" : 
+    "WK 3152":
     [
-        "BWMRI 1",
-        "BWMRI Gom 1",
-        "WMRI Gom 1",
-        "WMRI Gom -1",
-        "WMRI 1",
-        "WMRI,Gom 1",
-        "BWMRI GOM 1",
-        "BWMRI Gom1",
-        "BWMRI-1",
-        "wmri 1",
-        "WMRI Gom 1"
+        "WK3152"
     ],
-    "WMRI Gom 2" : 
+    "WK 3413" :
     [
-        "WMRI Gom 2",
-        "BWMRI Gom 2",
-        "BWMRI Gom2",
-        "BWMRI Gom-2",
-        "BWMRI 2",
-        "WMRI Gom 2"
+        "WK3413",
+        "WK 3413"
     ],
-    "WMRI Gom 3" : 
+    "WK 3639" :
     [
-        "BWMRI Gom 3",
-        "BARI BWMRI 3",
-        "BMRI 3",
-        "BWMRI3",
-        "WMRI Gom 3",
-        "WMRI-3"
+        "WK3639",
+        "WK 3639"
+    ],
+    "WK 3927":
+    [
+        "WK3927"
     ],
-    "ZINC Gahun 1" : 
+    "ZINC Gahun 1" :
     [
         "ZINC 1",
         "ZINC Gagun 1",
-        "Zinc Gahun 1"
+        "Zinc Gahun 1",
+        "Zinc gahu 1"
     ],
-    "ZINC Gahun 2" : 
+    "ZINC Gahun 2" :
     [
         "Zinc Gahun 2"
     ],
-    "Local" : 
+    "Zincole-16":
+    [
+        "Zincol 16",
+        "Zincole 16"
+    ],
+    "Local" :
     [
         "local",
         "LOCAL",
@@ -645,9 +1031,18 @@
         "Local landraces",
         "Local landraces(awnless)",
         "Local mudule",
-        "Loc al"
+        "Loc al",
+        "Agra local",
+        "Annapurna (Local)",
+        "Local variety",
+        "local mulure",
+        "local murule",
+        "own less local",
+        "Loca",
+        "Local bread wheat",
+        "Local(janath)"
     ],
-    "Mixed" : 
+    "Mixed" :
     [
         "HD2967 and HD3086",
         "Mixed",
@@ -687,9 +1082,76 @@
         "Dilkash, Arooj, Akbar",
         "Dilkash, Arooj, Nishan",
         "Dilkash, Faisalabad-2008",
-        "Wl-711, Shafaq-06, Morocco"
-    ],
-    "Unknown" : 
+        "Wl-711, Shafaq-06, Morocco",
+        "531, NRN 67",
+        "600, WVD16",
+        "Abdul Sat tar+ TD_1",
+        "Akbar 19, Bhakar star",
+        "Akbar 19, Dilkas20, Anaj 17",
+        "Akbar 19, Dilkash 20, Bhakar star",
+        "Akbar 19, Faisalabad 08",
+        "Akbar 19, Nawab 21",
+        "Akbar with",
+        "Akbar, Arooj",
+        "Akber-19, Fakhre Bhakker, Dilkash and Mixtureof dofferent varities",
+        "Akber_19+Abdul Sattar_02",
+        "Anaj17, Akbar 19",
+        "Arooj, Akbar, Dilkash",
+        "BARI Gom 33 and",
+        "Anaj' Akbar",
+        "As_02+Akbet_19",
+        "Bhakar e Bhakar, Bhakar star, Akbar 19",
+        "Bhakhar star + Abdul sattar",
+        "Borlauge 16+ Markez+ NARC Supet",
+        "Different advance and candidate lines",
+        "Different but samples were collected from MOROCCO",
+        "Different enteries under disease sceerning Nurseries (Akbar19)",
+        "Dilkas 20 Akbar 19",
+        "Dilkash 20, Akbar 19",
+        "Dilkash 20, Nawab 21, Bhakar star",
+        "Dilkash and Arooj",
+        "Dilkash and Fakhr e Bhajker",
+        "Dilkash, Arooj and Akber19",
+        "Dilksh21, Akbar 19, Faisalabad 08,",
+        "Faisalabad 08 and unknown variety",
+        "Fakhar e Bhakkar, Akbar, Unknown",
+        "Fakhr e Bhakkar' Akbar, Ujala",
+        "Galaxy 13, Akbar 19, Dilkash20",
+        "Galaxy 13,_Akbar 19",
+        "Galaxy' Faisalabad' Akbar",
+        "Nawab 21, Akbar 19, Dilkash 20,",
+        "Nawab 21, Akbar 19, Fakhar e Bhakar",
+        "Seher 06, Faisalabad 08",
+        "TF_1+Abdul Sattar_02",
+        "Trap nurseries and historical lines",
+        "Trial+ Susceptible check",
+        "Unknown, Mixture",
+        "Mixed",
+        "Mixture. Unknown",
+        "Mixtutr",
+        "Morrocco + others",
+        "Trap nirseries",
+        "Trap nurseries",
+        "Trials",
+        "Different genotypes",
+        "Ujala, Akbar",
+        "Akber-19, Arooj, Dilkash, Subhani, Nishan, Fakhr e Bhakkar, Ghazi 19. Wafaq22. and  Shahenshah",
+        "Akber19 and Dilkash",
+        "Akber19, As-2002, Dilkash and Nawab-21",
+        "Akber19. Dilkash. Subhani. Arooj . Fakhr e Bhakkar and Nawab 21",
+        "Akber_19+ Imdad_05+benazir_13",
+        "Akber_19. Dikash . Bakhar star",
+        "Arooj-21 and advance line",
+        "Bhakker Star. Nawab. Dilkash",
+        "Bhakhar and mixture",
+        "Dilkash. Akber 19. Nawab and Arooj",
+        "Faisalabad 08 and mixtures of different varities",
+        "Faisalabad 2008, Fakhre Bhakkar and Dilkash",
+        "mixture",
+        "Mixturr",
+        "Shahenshah, Akber,19, and  Nawab21"
+    ],
+    "Unknown" :
     [
         "Unknown",
         "Unknown (Mix)",
@@ -738,18 +1200,36 @@
         "2430",
         "66",
         "35",
+        "40",
+        "50",
         "Advance material",
-	    "Different genotypes",
 	    "Na",
 	    "NS",
         "??",
         "???? ??",
         "Annon",
         "Dilkash",
-        "local mulure",
-        "local murule",
         "na",
-        "own less local",
-        "WMRI Gom 29"
+        "WMRI Gom 29",
+        "Bari Gom",
+        "BARI GOM E",
+        "Bb",
+        "BWAVTH19",
+        "Dilash",
+        "Dilkas",
+        "Un known",
+        "Un non",
+        "un non",
+        "Unknown",
+        "Unkonwn",
+        "UNKWON",
+        "Unnon",
+        "Dilkush",
+        "Dilkusj",
+        "Dilquash",
+        "H",
+        "TD_1",
+        "???? ?? ??",
+        "Unknown (Local awnless)"
     ]
 }
diff --git a/pipeline_resources/SouthAsia/configs/coordinator/fc/survey_config_SouthAsia_fc_live.json b/pipeline_resources/SouthAsia/configs/coordinator/fc/survey_config_SouthAsia_fc_live.json
index c610037f40350889c5e2d3d04c5344d89573702c..8f79ce077e3730e7e5df7bfecd1eefabc933b416 100755
--- a/pipeline_resources/SouthAsia/configs/coordinator/fc/survey_config_SouthAsia_fc_live.json
+++ b/pipeline_resources/SouthAsia/configs/coordinator/fc/survey_config_SouthAsia_fc_live.json
@@ -7,11 +7,13 @@
     "ServerCredentialsFile" : "${ConfigsPath}/coordinator/Cred-WRT.json",
     "Groups" : {
         "PROD" : {
-            "Origin" : ["CSV_01", "CSV_02", "ODK_01", "ODK_02", "CSV-CAM"]
+                "Origin" : ["CSV_01", "CSV_02", "ODK_01", "ODK_02", "CSV-CAM"],
+                "site_information-survey_site" : ["Farmer", "farmer_field", "Seed_production", "Weed", "Road", "VCU", "Sentinel", "Other"]
         },
         "WRT-Publ" : {
             "Origin" : ["CSV_01", "CSV_02", "ODK_01", "ODK_02"],
-            "PublishedLevel" : ["Publ"]
+                "PublishedLevel" : ["Publ"],
+                "site_information-survey_site" : ["Farmer", "farmer_field", "Seed_production", "Weed", "Road", "VCU", "Sentinel", "Other"]
         },
         "Trial-sites" : {
             "Origin" : ["CSV_01", "CSV_02", "ODK_01", "ODK_02", "CSV-CAM"],