Training in progress epoch 0

README.md

@@ -13,9 +13,9 @@ probably proofread and complete it, then remove this comment. -->
 
 This model was trained from scratch on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Train Loss: 0.0219
-- Validation Loss: 0.1098
-- Epoch: 4
+- Train Loss: 0.0660
+- Validation Loss: 0.0470
+- Epoch: 0
 
 ## Model description
 
@@ -34,18 +34,14 @@ More information needed
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
-- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 70, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
+- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 14000, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
 - training_precision: mixed_float16
 
 ### Training results
 
 | Train Loss | Validation Loss | Epoch |
 |:----------:|:---------------:|:-----:|
-| 0.0287     | 0.1098          | 0     |
-| 0.0227     | 0.1098          | 1     |
-| 0.0224     | 0.1098          | 2     |
-| 0.0231     | 0.1098          | 3     |
-| 0.0219     | 0.1098          | 4     |
+| 0.0660     | 0.0470          | 0     |
 
 
 ### Framework versions

tf_model.h5

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 till
 tidal
 uv
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 uk
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 vh
 ven
 voids
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 ##ax
 ##aus
 ##aun
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 ##95
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 throm
 ##eres
 ##inian
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 ##owe
 ##ower
 ##owice
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 ##very
 ##atil
 ##atian
@@ -10910,8 +10909,8 @@ edenite
 parametric
 sink
 12c
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 127
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 1250
 30km
 properly
@@ -10936,8 +10935,8 @@ extra
 extraterrestrial
 permits
 225
-138
 133
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 blind
 bluesch
 yielding
@@ -11067,8 +11066,8 @@ millions
 house
 columns
 intercontinental
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 493
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 ##chester
 ##bara
 thirty
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 lun
 list
 mb
-m5
 mj
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 mut
 marb
 mism
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 writ
 wapor
 xiz
-yp
 ys
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 zj
 zou
 ##aine
 ##auc
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 ##dou
 ##dam
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 ##gal
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 ##ontempor
 ##titic
 ##tification
@@ -11593,8 +11592,8 @@ sukulu
 resin
 resinite
 resolve
-alp
 alt
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 allevi
 beach
 bending
@@ -11757,9 +11756,9 @@ smap
 determinations
 translate
 14c
-141
 146
 143
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 157
 15km
 15236
@@ -11778,9 +11777,9 @@ affinities
 paleobotany
 topsoil
 ##titude
-112
-111
 113
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+112
 1100
 porosities
 ##shi
@@ -11809,8 +11808,8 @@ geomechanical
 performs
 visually
 visco
-grt
 grs
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 grids
 grande
 facts
@@ -11868,8 +11867,8 @@ outcropping
 penecontempor
 evolutionary
 going
-214
 217
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 2100
 21st
 logistic
@@ -12273,8 +12272,8 @@ tucker
 u855
 written
 xizang
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 ##haploxyp
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 innovation
 inexpensive
 chambers
@@ -12369,8 +12368,8 @@ i00
 jag
 jog
 juan
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 k1
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 kre
 kai
 koz
@@ -12389,8 +12388,8 @@ miao
 mott
 mouth
 myster
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 ns
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 nand
 nod
 nain
@@ -12398,8 +12397,8 @@ n70
 naka
 nrm
 oo
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 pm
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 peral
 page
 pun
@@ -12415,8 +12414,8 @@ russian
 sg
 stit
 sgs
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 tl
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 tit
 tiss
 uts
@@ -12433,70 +12432,70 @@ xeral
 ye
 yh
 zag
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 ##aard
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 ##test
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 ##yg
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 ##łkowice
 ##era
 ##erge
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 factories
 bars
 barnet
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 268
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 engi
 england
 ##ofossils
@@ -13038,8 +13037,8 @@ easier
 persist
 ##book
 superv
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 1976
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 1978
 tanzanie
 healthy
@@ -13303,8 +13302,8 @@ immiscible
 metabasalts
 encompasses
 s2096519222000
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 czech
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 kungurian
 lapido
 stimulated
@@ -13363,8 +13362,8 @@ efficacy
 kroner
 lemitar
 price
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 altogether
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 ##phthalene
 sequretm
 entrapment
@@ -13451,8 +13450,8 @@ s1876380420600714
 810
 821
 920
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 980
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 975
 925
 90005
@@ -13500,28 +13499,28 @@ gun
 gome
 gbl
 gao
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 hc
 ht
 h1
-hz
 hil
 hind
 hym
 hmi
 hatu
+ie
 ip
 ib
-ie
 iq
-jp
 ja
 jg
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 jes
 jed
 jack
 jose
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 k9
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 kent
 ket
 kab
@@ -13571,8 +13570,8 @@ pangl
 p44
 ponds
 p5028
-qq
 qz
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 ri
 rl
 r1
@@ -13601,8 +13600,8 @@ wro
 want
 warp
 wanding
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 xl
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 xw
 xibe
 yk
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 zk
 zong
 zach
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 δn
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 μt
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 ##aj
 ##ait
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 ##ii
 ##ius
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 ##beng
 ##belt
 ##box
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 ##fu
 ##fen
 ##fast
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 ##fix
 ##fossils
 ##flux
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 ##180
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 ##46
 ##490
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 thi
 thiess
 ##erinite
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 ##vey
 ##ocal
 ##ocite
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 ##ouz
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 conform
 contex
 assi
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 ##owit
 ##owing
 ##tement
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 ##atin
 ##atibility
 chib
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 lowering
 buff
 buoy
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 lime
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 arcuate
 ##umulates
 exploratory
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 257
 256
 verifying
-vertebr
 referring
 analyte
 geomagnetic
 geometr
 cumulatively
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 ##zehu
 ##zealand
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 performances
 visits
 visibility
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 balk
 laterite
 shortage
-215
 216
-314
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 316
+314
 drainages
 607
 sheared
@@ -14397,10 +14396,10 @@ waveforms
 70km
 mineralogically
 malachite
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 241
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 244
-246
 453
 mmco
 tuoli
@@ -14516,8 +14515,8 @@ extremity
 ##anson
 ##75922
 chalcocite
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 367
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 rotations
 fragile
 drillholes
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 enderbite
 bn07
 wooden
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 ##982
 ##98x135
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 andesine
 checks
 madurai
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 hmiqd
 iqr
 jesus
-kwande
 k956
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 kentucky
 kellwasser
 kalunga
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 xibeikulasi
 zachos
 ##uishable
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 ##798000073
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 thiessen
 thellier
 incessant
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 council
 contexts
 assiut
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 chibanian
 chikala
 alberta
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 dili
 drowning
 diess
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 eo
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 ej
 eos
 eod
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 fenite
 fishing
 gg
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 gk
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 gur
 gate
 gong
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 gsc
 gains
 hb
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 hk
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 hit
 han
 hud
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 keller
 knew
 kankan
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 ll
 lh
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 l3
 len
 lach
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 mbe
 miles
 mhuk
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 nj
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 ner
 ning
 nich
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 zert
 λr
 μg
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 ##eap
 ##east
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 ##saw
 ##sley
 ##south
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 ##drop
 ##dah
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 ##gments
 ##gian
 ##gaard
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 ##mith
 ##mand
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 ##mei
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 ther
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 things
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 ##idio
 ##idional
 ##mentals
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 ##atitization
 dek
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 ##iry
 ##iric
 ##aby
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 maz
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 maoshan
 oncolite
 ##amon
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 sherds
 ##ramp
 ##raine
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 ##erek
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 ##erequis
 ##ume
 ##umm
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 1920
 19to
 1913
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 1906
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 overland
 overbur
 overarch
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 1480
 1407
 furrows
-152
 15m
 151
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 1550
 intrab
 intricate
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 ##depart
 lamella
 12a
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-121
 126
 123
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+122
 1228
 1278
 irati
@@ -16295,8 +16297,8 @@ epma
 ##509
 topsar
 plagiogranite
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 116
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 proposes
 proposal
 finland
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 planform
 136
 50e
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 50k
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 empa
 originate
 mg2
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 ##406
 think
 thinned
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 001
 009
-003
 ##ovich
 diagn
 anthropogenically
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 utilised
 utilising
 utilisation
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 267
 266
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 90m
 engeos
 shallowest
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 ##clockwise
 floodplains
 circles
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 malcol
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 249
 laid
 laundry
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 ##hyan
 stillwater
 approximation
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-284
 283
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+285
 28km
 wuhu
 wuje
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 weakened
 horizon
 industrialization
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 337
 339
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 jump
 juxtaposed
 achieves
 ##manage
 ##hedra
 misc
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 ##nairn
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 prioritization
 329
 3200
 argus
 arguably
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 38a
 388
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 oldoinyo
 geomorphologic
 pseudomorph
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 establishes
 043
 categorization
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 446
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 sanches
 sankey
 integrity
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 rotary
 diversions
 transforms
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 swir1
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 summerhay
 088
 sudan
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 register
 consume
 consumer
-1962
-1961
 1963
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 prevec
 prevents
 infiltr
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 douglass
 karig
 woodland
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 checking
 anticlinal
 springhill
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 qiucun
 s573
 warrant
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 ineffective
-invertebr
 septic
 leucite
 queisser
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 anticipated
 megascopically
 magnesiocarbonatites
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 jeffries
 language
 rhizophora
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 dibdiba
 fmcw
 gaoyou
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 jgi
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 jeddah
 jackson
 ketew
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 yiqun
 yavapai
 yazid
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 ##eastasianseasis
 ##southeastasianseasis
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 ##oropollis
 intimate
 reunion
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 0oc
 040
 06a
-1t
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 1o
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 1g
-1z
 1oc
 1km
 1x1
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 aided
 a19
 aiu
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 b7
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 ban
 bati
 bam
@@ -17819,8 +17821,8 @@ hice
 hof
 hither
 hno
-ix
 ij
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 iƒ
 ire
 iog
@@ -17867,9 +17869,9 @@ kool
 kriging
 kdl
 killed
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 lx
 lf
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 lal
 lor
 lbs
@@ -17914,10 +17916,10 @@ n6a
 nug
 nions
 oi
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 oe
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 oj
+o0
 ois
 oth
 oke
@@ -17955,8 +17957,8 @@ pirn
 pku
 pawl
 qa
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 q3
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 qar
 qem
 qina
@@ -18023,8 +18025,8 @@ uass
 ufr
 ucb
 ufim
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 vz
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 vac
 vad
 venti
@@ -18065,20 +18067,20 @@ xti
 xyl
 xichang
 ya
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 yq
 yj
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 your
 yah
 yark
 yany
 yizheng
 za
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 zc
 zl
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 zq
-zz
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 zw
 zal
 zent
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 œthe
 δd
 δ34
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 ##aal
 ##aing
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 ##iel
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 ##iensis
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+##otion
+##oel
+##otr
+##otic
+##oerm
+##oks
+##obe
+##oob
+##ohai
+##oonian
+##oenic
+##cu
+##cp
+##cow
+##city
+##cite
+##cast
+##cai
+##tp
 ##t0
 ##tw
 ##tar
@@ -18138,39 +18183,6 @@ zapo
 ##tototal
 ##tatisporites
 ##t09
-##y4
-##yk
-##yar
-##yue
-##ybd
-##uj
-##uti
-##uro
-##uell
-##ugh
-##uff
-##uits
-##utical
-##usions
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-##uwen
-##uzonphilipp
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-##bou
-##bite
-##bere
-##bran
-##bale
-##bian
-##bens
-##boid
-##bner
-##bounded
-##beck
-##bilization
 ##l6
 ##las
 ##lou
@@ -18183,77 +18195,13 @@ zapo
 ##lassic
 ##lpro
 ##lmath
-##otion
-##oel
-##otr
-##otic
-##oerm
-##oks
-##obe
-##oob
-##ohai
-##oonian
-##oenic
-##nl
-##nes
-##nat
-##nity
-##nate
-##nous
-##nest
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-##nold
-##nmental
-##norm
-##nomer
-##nessing
-##north
-##nanda
-##x5
-##x4
-##xw
-##xj
-##xk
-##xul
-##xuan
-##x13
-##x29
-##xili
-##x73
-##xistent
-##x406
-##eas
-##eoproterozoic
-##ehn
-##ekman
-##sang
-##sue
-##sland
-##sens
-##solar
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-##sidic
-##sunar
-##rc
-##rt
-##rn
-##rat
-##rac
-##rag
-##rati
-##rang
-##rical
-##rene
-##rative
-##rating
-##rently
-##rifice
-##rangement
-##r204
-##rronorite
-##dw
+##yk
+##y4
+##yar
+##yue
+##ybd
 ##dj
+##dw
 ##din
 ##dat
 ##dies
@@ -18276,7 +18224,67 @@ zapo
 ##gui
 ##giri
 ##gnate
-##2135
+##ht
+##hel
+##hur
+##how
+##hand
+##hia
+##hape
+##habil
+##hatically
+##houses
+##uj
+##uti
+##uro
+##uell
+##ugh
+##uff
+##uits
+##utical
+##usions
+##uches
+##uchi
+##uwen
+##uzonphilipp
+##rn
+##rc
+##rt
+##rat
+##rac
+##rag
+##rati
+##rang
+##rical
+##rene
+##rative
+##rating
+##rently
+##rifice
+##rangement
+##r204
+##rronorite
+##pv
+##port
+##pack
+##pare
+##pectrom
+##pzig
+##bm
+##bat
+##bos
+##bou
+##bite
+##bere
+##bran
+##bale
+##bian
+##bens
+##boid
+##bner
+##bounded
+##beck
+##bilization
 ##vat
 ##vit
 ##vre
@@ -18289,12 +18297,22 @@ zapo
 ##vuk
 ##volum
 ##varez
-##fig
-##fab
-##faction
-##fred
-##fitting
-##fiel
+##qia
+##qiang
+##kt
+##kl
+##kin
+##kong
+##kers
+##kari
+##kun
+##kund
+##kish
+##kms
+##kert
+##kox
+##kovic
+##kische
 ##mod
 ##menti
 ##mlu
@@ -18304,39 +18322,54 @@ zapo
 ##moon
 ##macer
 ##mulite
-##qia
-##qiang
-##118
+##jj
+##jer
+##jar
+##jos
+##jian
+##jama
+##jok
+##juy
+##jalla
+##jnad
+##72
+##774
+##6es
+##650
+##376
+##3nm
+##xk
+##xj
+##x4
+##x5
+##xw
+##xul
+##xuan
+##x13
+##x29
+##xili
+##x73
+##xistent
+##x406
+##fig
+##fab
+##faction
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 ##130
 ##117
 ##1nm
 ##1x0
-##565
-##5000380
-##4d
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 ##4z
+##4d
 ##400
-##72
-##774
-##ht
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-##how
-##hand
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-##hape
-##habil
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-##houses
-##zc
-##zis
-##zers
-##zerv
-##zhu
-##zka
-##zeler
-##zhi
-##zfeld
+##9os
+##565
+##5000380
 ##wer
 ##win
 ##wed
@@ -18349,36 +18382,6 @@ zapo
 ##wele
 ##wede
 ##wmlu
-##9os
-##6es
-##650
-##jj
-##jer
-##jar
-##jos
-##jian
-##jama
-##jok
-##juy
-##jalla
-##jnad
-##8z
-##376
-##3nm
-##kt
-##kl
-##kin
-##kong
-##kers
-##kari
-##kun
-##kund
-##kish
-##kms
-##kert
-##kox
-##kovic
-##kische
 ##łus
 thc
 thal
@@ -18550,8 +18553,8 @@ coined
 coasts
 cocc
 cogenetic
-couches
 cognate
+couches
 ##aca
 ##acaran
 ##aculture
@@ -18602,8 +18605,8 @@ isolation
 islam
 isoclinal
 ##ila
-##ilc
 ##ils
+##ilc
 ##iler
 ##iled
 ##ille
@@ -18622,8 +18625,8 @@ rewa
 reuse
 reorgan
 reinterpreted
-rebounded
 rehabil
+rebounded
 rearrangement
 fort
 forever
@@ -18673,15 +18676,15 @@ asynch
 ##owski
 ##mentation
 ##veri
-##vert
 ##vero
+##vert
 ##verted
 ##verty
 demp
 deuter
 deyong
-chp
 chi
+chp
 chm
 chul
 chatter
@@ -18697,8 +18700,8 @@ chidamb
 ##tswana
 ##andier
 ##andesite
-proc
 pros
+proc
 prohib
 proof
 protein
@@ -18723,8 +18726,8 @@ resort
 resident
 resinoids
 resorbed
-##sip
 ##sie
+##sip
 ##sius
 ##siography
 ##siveness
@@ -18752,8 +18755,8 @@ stds
 stars
 stato
 stoerm
-##odo
 ##ods
+##odo
 ##odd
 ##odas
 ##odje
@@ -19189,8 +19192,8 @@ subhorizontal
 ##engo
 ##enged
 ##engshan
-agb
 agl
+agb
 agric
 agassi
 agitation
@@ -19351,8 +19354,8 @@ changming
 preand
 preven
 preto
-prepare
 pretreat
+prepare
 pott
 structured
 caand
@@ -19435,8 +19438,8 @@ treitz
 combust
 butter
 buttons
-##ieu
 ##ieh
+##ieu
 ##ieur
 ##iempirical
 ##2020
@@ -19535,8 +19538,8 @@ energya
 ##jora
 surveyors
 furrow
-15o
 15n
+15o
 159
 1565
 1555
@@ -19588,8 +19591,8 @@ predates
 predating
 predefined
 sarabandi
-305
 304
+305
 3018
 30213
 groupings
@@ -19696,8 +19699,8 @@ extractions
 permitting
 permien
 ##cias
-222
 227
+222
 228
 2250
 2217
@@ -19713,9 +19716,9 @@ planophile
 13th
 1303
 ##atisation
+503
 502
 509
-503
 50ma
 bloss
 blank
@@ -19726,8 +19729,8 @@ landsat7
 landsat8
 100a
 ecostress
-srf
 srm
+srf
 primer
 salinities
 emphatically
@@ -19756,12 +19759,14 @@ globalization
 pix4d
 ##venly
 doherty
-252
 25m
+252
 255
 2550
 2510
 2528
+vertebrates
+vertebrate
 ##plus
 angico
 angiosp
@@ -19824,8 +19829,8 @@ floder
 flaked
 ridqe
 evaluations
-182
 187
+182
 18th
 1831
 1898
@@ -19924,8 +19929,8 @@ macronutr
 dy3
 demographic
 ppi
-014
 016
+014
 horner
 horrid
 infringe
@@ -19945,8 +19950,8 @@ lstm
 ##psar
 crystallize
 crystallised
-291
 297
+291
 2928
 aqued
 aquaculture
@@ -20018,8 +20023,8 @@ enriches
 23t19
 helicopter
 popocate
-##102
 ##106
+##102
 ##1020
 ##80a
 ##805
@@ -20030,8 +20035,8 @@ drag
 driest
 thinnest
 ##arkhand
-004
 007
+004
 0026
 servicio
 anyone
@@ -20072,9 +20077,9 @@ logistical
 widening
 demonstrable
 ##itriletes
+313
 311
 318
-313
 draining
 takahiro
 spinner
@@ -20106,9 +20111,9 @@ samplings
 264
 26th
 2666
-905
-908
 903
+908
+905
 905a
 90101
 engines
@@ -20137,9 +20142,9 @@ lausanne
 laakso
 napp
 orogenesis
+457
 452
 454
-457
 45192
 453a
 mmhg
@@ -20163,8 +20168,8 @@ evaporite
 evaporites
 evaporitic
 evaporated
-279
 278
+279
 gwalior
 promotion
 migrating
@@ -20282,8 +20287,8 @@ weakens
 weakening
 africain
 industrialisation
-031
 036
+031
 03aˆ
 0377027
 3300
@@ -20326,8 +20331,8 @@ mislead
 misclassi
 ##naphthalene
 priorities
-324
 327
+324
 32km
 325a
 39a
@@ -20336,10 +20341,10 @@ bulges
 practic
 practically
 practiced
-35a
-382
 381
+382
 389
+35a
 snl
 snodas
 ##ubes
@@ -20399,23 +20404,23 @@ interfering
 interferometer
 interferometers
 steptoean
-752
 753
+752
 7500
 focussed
 04543
 ##nson
 paleoec
 paleofield
+543
 542
-545
 548
-543
+545
 categorical
 categorize
 442
-445
 444
+445
 85a
 857
 858
@@ -20437,8 +20442,8 @@ winters
 histories
 narrowed
 narrowly
-368
 363
+368
 chime
 diversi
 drills
@@ -20477,8 +20482,8 @@ jianshui
 373
 37ar
 42a
-425
 428
+425
 4200
 4273
 pasture
@@ -20543,12 +20548,12 @@ blackish
 emphasise
 demanded
 loads
-841
-843
-8439
-865
 864
 869
+865
+843
+841
+8439
 jurado
 jiangnan
 jiangshu
@@ -20726,10 +20731,10 @@ diachronously
 57051
 57052
 57043
-628
-635
 638
+635
 63130
+628
 727
 885
 8800
@@ -20962,8 +20967,8 @@ p57024
 p57026
 p57051
 mosaicing
-926
 93106
+926
 bhaga
 xuzhou
 xuchang
@@ -21016,8 +21021,8 @@ splintery
 exha
 stratally
 stratotype
-unpop
 unaffected
+unpop
 scarcer
 monzonite
 monzogranites
@@ -21036,9 +21041,9 @@ qualitatively
 oscillation
 oscillate
 spackmanx2
+2206
 2201
 2209
-2206
 661
 bento
 dodoma
@@ -21052,6 +21057,7 @@ ybn
 ##jafjalla
 inefficient
 inversions
+invertebrates
 leucocyther
 feeder
 queih
@@ -21354,7 +21360,6 @@ uhis
 wrongly
 ##daloidal
 ##holder
-##3x565
 ##388
 totten
 exactly
@@ -21418,9 +21423,9 @@ tapua
 vigorous
 vallatisporites
 wo41
+##green
 ##pools
 ##petl
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 cosmic
 reinq
 reindeer
@@ -21483,8 +21488,8 @@ hopanes
 hutton
 huebner
 jammu
-koepnick
 knolls
+koepnick
 lcph
 laden
 nanyang
@@ -21577,10 +21582,10 @@ tunisia
 uravak
 ura1278
 ypres
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 ##x260
 ##x104
 ##x106410
-##volcan
 ##anox2020
 reactor
 charbons
@@ -21608,8 +21613,8 @@ nutritional
 91500
 deficiencies
 rcp2
-rcp4
 rcp8
+rcp4
 s209651921930117
 s2096519219301417
 s2096519219301958
@@ -21697,8 +21702,6 @@ thrusts
 anticipate
 megascopic
 magnesiocarbonatite
-editorialofficex2019x563
-editorialofficex2019x563x565
 administrative
 diminishes
 justifying
@@ -21799,8 +21802,6 @@ settled
 microgranite
 microorganism
 microorganisms
-vertebrate
-vertebrates
 flanking
 flanked
 1893
@@ -21931,8 +21932,8 @@ walnut
 westerly
 wonderful
 zafi
-##crystallized
 ##zambalesrang
+##crystallized
 therria
 thrived
 inseason
@@ -22043,7 +22044,6 @@ preprocessed
 paragraphs
 s2096519219x020
 makkah
-invertebrates
 deductive
 ##x2022x13
 benchmarking
@@ -22055,6 +22055,7 @@ depocentres
 interfingered
 dichroism
 intermittently
+editorialofficex2019x563x565
 gaoyouhu
 ketewaka
 molluscs
@@ -22139,7 +22140,7 @@ junctions
 janeiro
 jankowice
 jofack
-klepz
+klepzig
 kotarba
 kersantite
 kluwer
@@ -22219,11 +22220,11 @@ zribi
 zambia
 zapotitan
 ##auea
+##zhuang
 ##vatn
 ##modelling
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-##wicz
 ##jokull
+##wicz
 thalwe
 ##enuku
 ofoegbu
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 sajinkumarx2022x134
 dordrecht
 gherboudj
-klepzig
 kaminaljuyu
 pankhurst
 saintaugustinean
@@ -22545,14 +22545,14 @@ zalasiewicz
 1hn
 1department
 1x4
-2p
-2l
-2o
 2e
+2o
+2l
 2r
+2p
 2k
-2σ
 2χ
+2σ
 2ka
 2192
 2key
@@ -22560,12 +22560,12 @@ zalasiewicz
 2x2
 2department
 2y4
-3c
 3i
-3x
-3m
+3c
 3h
 3k
+3m
+3x
 3si
 3de
 3mm
@@ -22578,12 +22578,12 @@ zalasiewicz
 3min
 3cor
 3t0
-4o
 4n
 4s
-4f
+4o
 4h
 4k
+4f
 4ac
 4th
 4ad
@@ -22593,25 +22593,25 @@ zalasiewicz
 4km
 4508
 4department
+5e
+5o
 5c
 5l
-5o
-5e
+5j
 5f
 5w
-5j
 5µ
 5th
 522
 519
 517
-5xc
 5cm
+5xc
 517a
 6o
 6g
-6m
 6h
+6m
 6th
 6erm
 6mm
@@ -22622,9 +22622,9 @@ zalasiewicz
 625
 6fe
 6volution
-7x
 7e
 7m
+7x
 7an
 719
 770
@@ -22634,8 +22634,8 @@ zalasiewicz
 798
 768
 7204
-8c
 8o
+8c
 890
 812
 817
@@ -22664,11 +22664,11 @@ zalasiewicz
 9390040x
 9myr
 ae
+a6
 a2
+a8
 a4
 a9
-a6
-a8
 aes
 ave
 ate
@@ -22691,10 +22691,10 @@ a2a
 ahead
 aqi
 bb
+bk
+b8
 b4
 bw
-b8
-bk
 bic
 bis
 bos
@@ -22739,8 +22739,8 @@ buck
 bawl
 berman
 bonded
-c3
 ck
+c3
 cic
 cro
 cis
@@ -22775,8 +22775,8 @@ cyg
 cesium
 cnex
 crampton
-d2
 dj
+d2
 dor
 dmp
 dul
@@ -22811,8 +22811,8 @@ dacites
 dizheng
 dickey
 d388
-e2
 eh
+e2
 eˆ
 eag
 ets
@@ -22870,9 +22870,9 @@ fuca
 fmfz
 fieu
 gb
+g6
 gf
 g5
-g6
 gir
 gif
 gus
@@ -22910,11 +22910,11 @@ groot
 gavid
 gigl
 godd
-hp
 hd
+hp
 h0
-h5
 h6
+h5
 hing
 hac
 hig
@@ -22971,10 +22971,10 @@ iomon
 iilc
 jr
 jv
+jk
 jf
 j4
 jw
-jk
 jas
 jil
 jad
@@ -23001,11 +23001,11 @@ jensen
 jngs
 ki
 kt
-kx
 kd
-k5
-k4
 k3
+kx
+k4
+k5
 kon
 kur
 kos
@@ -23097,12 +23097,12 @@ lankan
 l6m
 lynch
 lizeng
+mh
 mv
-mf
 mq
+mf
 m1
 m4
-mh
 men
 mou
 msi
@@ -23133,11 +23133,11 @@ miterran
 mfz
 mvs
 munar
-nu
+nz
 nl
-nx
+nu
 nv
-nz
+nx
 n9
 nin
 nal
@@ -23160,8 +23160,8 @@ nive
 nank
 nah
 nto
-n40
 n80
+n40
 narp
 ngs
 nomin
@@ -23204,8 +23204,8 @@ ooh
 oqi
 ooliths
 oommen
-p4
 p6
+p4
 pes
 pis
 pent
@@ -23249,11 +23249,11 @@ poup
 pushed
 panton
 ponded
-qc
 qo
+qc
+qh
 q1
 q4
-qh
 qol
 qab
 qim
@@ -23262,9 +23262,9 @@ q03
 qtrans
 rp
 rq
-r5
 rj
 r8
+r5
 rent
 rte
 rated
@@ -23385,10 +23385,10 @@ tidge
 tmpa
 terek
 uo
-u2
 uq
-u4
 u3
+u2
+u4
 uor
 uph
 ums
@@ -23396,11 +23396,11 @@ ugear
 uyed
 vt
 vr
-vf
 vm
-v5
-v4
 v3
+vf
+v4
+v5
 vor
 vas
 vith
@@ -23457,9 +23457,9 @@ wuling
 walsh
 wuning
 wopf
-xq
-xh
 xz
+xh
+xq
 xand
 xray
 yc
@@ -23487,10 +23487,10 @@ ycr
 yl6
 yogy
 yamaji
-zp
 zs
 zd
 zg
+zp
 z7
 zand
 zod
@@ -23516,8 +23516,8 @@ zactual
 œaa
 œfa
 βα
-δh
 δz
+δh
 ε0
 εσ
 εnd
@@ -23529,44 +23529,6 @@ zactual
 σl
 σree
 σwp
-##pu
-##pn
-##pe
-##ping
-##pol
-##poc
-##pts
-##pere
-##pres
-##prop
-##piv
-##ptive
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-##pick
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-##proc
-##pectro
-##pair
-##palli
-##pretation
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-##ploration
-##porphyritic
 ##aac
 ##aou
 ##ament
@@ -23591,6 +23553,148 @@ zactual
 ##aatics
 ##aphyric
 ##aannel
+##non
+##nas
+##nith
+##nom
+##nich
+##nock
+##nations
+##nst
+##nak
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+##nels
+##norite
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+##nife
+##nica
+##nushan
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+##zlar
+##zhay
+##zhang
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+##iir
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+##ieng
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+##iarid
+##iyah
+##iostratigraphy
+##iwen
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+##eor
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+##eoc
+##eir
+##eam
+##eine
+##eology
+##egraph
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+##eav
+##eastern
+##eometric
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+##egressive
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+##eismic
+##eomers
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+##s3
+##sin
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+##sol
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+##sting
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+##slope
+##symposium
+##sfred
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+##oast
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+##oora
+##oelo
+##oye
+##o32
+##o52
+##otra
+##oblasts
 ##ct
 ##cer
 ##ction
@@ -23623,28 +23727,6 @@ zactual
 ##collisional
 ##cubes
 ##crampton
-##i2
-##i1
-##iir
-##iere
-##ience
-##iap
-##ieng
-##iences
-##iability
-##iastic
-##iores
-##iorm
-##iassic
-##ioration
-##i03
-##iarid
-##iyah
-##iostratigraphy
-##iwen
-##iece
-##irogeny
-##tp
 ##tf
 ##tas
 ##tec
@@ -23664,83 +23746,12 @@ zactual
 ##turbed
 ##tawa
 ##tosp
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@@ -23775,130 +23786,26 @@ zactual
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+##yani
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+##ykman
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 ##dle
@@ -23929,6 +23836,7 @@ zactual
 ##dsour
 ##douni
 ##gc
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@@ -23948,147 +23856,9 @@ zactual
 ##grove
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-##750
-##7sr
-##7km
+##hk
 ##hf
 ##hw
-##hk
 ##hation
 ##hid
 ##here
@@ -24115,106 +23885,152 @@ zactual
 ##hvit
 ##hache
 ##hannel
-##zn
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 ##kel
+##ket
 ##kur
 ##kul
 ##kil
@@ -24255,18 +24071,206 @@ zactual
 ##kfmash
 ##kacherla
 ##knife
+##mw
+##mit
+##mis
+##mur
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+##mite
+##mres
+##mant
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 ##ʹ24
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 tha
 thti
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@@ -24330,8 +24334,8 @@ thunder
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 theater
 theunconventionaloil
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 ##eso
+##esy
 ##esan
 ##estr
 ##esag
@@ -24375,15 +24379,15 @@ theunconventionaloil
 ##innar
 ##inremotesensing
 ##inpura
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 ##inmus
+##infil
 ##inadhi
 ##inenvironmental
 ##inwestern
 ##inagricultural
 ##inlg
-##in6e
 ##injg
+##in6e
 ##ndu
 ##ndvi
 ##ndip
@@ -24425,9 +24429,9 @@ theunconventionaloil
 ##enacao
 ##enumber
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 ##envold
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 ##eds
 ##edes
@@ -24441,8 +24445,8 @@ ofac
 ofapatite
 oflav
 ofocean
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 ofeig
+ofcrampton
 ##orr
 ##or1
 ##orel
@@ -24585,13 +24589,13 @@ andalu
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 ##iculite
 ##iconfined
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 ##rez
+##rey
 ##reating
 ##rell
 ##reens
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 ##roo
+##rol
 ##roic
 ##role
 ##rose
@@ -24735,8 +24739,8 @@ tofani
 ##urious
 ##urpose
 ##urmount
-cob
 coo
+cob
 cox
 coag
 coff
@@ -24768,8 +24772,8 @@ cocos
 ##acoast
 ##acmess
 ##acinth
-##lex
 ##lek
+##lex
 ##leen
 ##lean
 ##lemant
@@ -24819,8 +24823,8 @@ cocos
 ##igees
 ##igatze
 ##igarss
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 ##ulz
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 ##ulted
 ##ullu
 ##ulites
@@ -25080,11 +25084,11 @@ an34
 an61
 anudu
 anjos
-ans3
-an5o
-an4o
 anzib
+ans3
 an3o
+an4o
+an5o
 anisim
 suther
 suits
@@ -25146,7 +25150,7 @@ bears
 bends
 behead
 befitting
-bewk
+bewket
 std
 stop
 stap
@@ -25164,8 +25168,8 @@ stoj
 stamen
 stuff
 stanton
-stvf
 stzorn
+stvf
 stenvold
 statte
 ##ode
@@ -25240,8 +25244,8 @@ onions
 onye
 onbul
 ongc
-##amu
 ##amo
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 ##amch
 ##amous
 ##amail
@@ -25288,7 +25292,6 @@ spouting
 ##ombia
 ##omfort
 ##omaro
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 ##omandel
 ##omodation
 gem
@@ -25309,8 +25312,8 @@ whirlpools
 ##ticulatisp
 froma
 ##ologico
-exo
 exe
+exo
 exoz
 exert
 extingu
@@ -25391,8 +25394,8 @@ acworth
 acmel
 acaj
 acbmm
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 ackerm
+acmite
 acerro
 bypass
 bytes
@@ -25495,8 +25498,8 @@ atalan
 ##adium
 ##adman
 ##adabad
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 ##adsat
+##adcumulus
 ##adramp
 ##adnock
 ##adasedi
@@ -25646,9 +25649,9 @@ haps
 hayah
 hauff
 hajj
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 haplog
 hafiz
-hazelt
 haumurian
 haizume
 indisc
@@ -25687,8 +25690,8 @@ strict
 struck
 strugg
 struckm
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 ##antz
+##anty
 ##antation
 ##antom
 ##antarctic
@@ -25970,8 +25973,8 @@ nebul
 nekou
 neoliths
 nezam
-neptu
 nezami
+neptu
 neocath
 neodym
 neopalae
@@ -26013,8 +26016,8 @@ nordling
 tea
 tebal
 teurian
-tepee
 tehran
+tepee
 teabiti
 teferi
 dia
@@ -26126,8 +26129,8 @@ abeg
 abnorm
 abajo
 ablated
-abrasion
 abdel
+abrasion
 abroad
 lean
 leur
@@ -26138,8 +26141,8 @@ leeters
 lept
 lends
 leaved
-lexs
 lekki
+lexsyg
 lementdata
 weiss
 weining
@@ -26201,8 +26204,8 @@ quirk
 ##viometric
 ##vimento
 ##astorage
-figure2
 figure1
+figure2
 ##unen
 ##unan
 ##unam
@@ -26280,8 +26283,8 @@ crudely
 cristatisporites
 pressing
 president
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 preseismic
+prestorm
 basinal
 basinand
 ##sps
@@ -26346,13 +26349,13 @@ maggion
 magagi
 maglang
 magellan
-band2
 band1
+band2
 band10
 prf
 prang
-pruitt
 przhe
+pruitt
 pr6via
 pristine
 prudhoe
@@ -26385,9 +26388,9 @@ subasin
 subwee
 subhumid
 subaphyric
+subzones
 subcateg
 subrhy
-subzones
 subunits
 ##ipoll
 ##enger
@@ -26434,8 +26437,8 @@ systeme
 ##omex
 overban
 overgra
-overflow
 overrid
+overflow
 overemp
 overfill
 oversampled
@@ -26499,8 +26502,8 @@ heyd
 heze
 heik
 hetian
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 healed
+hebr
 hegang
 heaping
 heyong
@@ -26518,8 +26521,8 @@ mainamaji
 develops
 carbonized
 carbonatit
-nox
 nov
+nox
 noon
 noolar
 nobu
@@ -26630,8 +26633,8 @@ samplesolution
 locus
 locals
 locator
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 ##unde
+##undu
 ##unders
 thereof
 therefrom
@@ -26712,8 +26715,8 @@ bokh
 boquer
 boehn
 boiler
-booys
 bozeman
+booys
 boelman
 ##oseismology
 comparsion
@@ -26870,8 +26873,8 @@ effusion
 ##ought
 comba
 combinative
-butt
 butz
+butt
 button
 word
 ##llic
@@ -26910,8 +26913,8 @@ erno
 erased
 erbul
 ercd
-erbium
 ernst
+erbium
 erklar
 ertix
 erinpura
@@ -27048,8 +27051,8 @@ layouts
 ##nowing
 scihu
 sciamachy
-limy
 liml
+limy
 liming
 limite
 limbs
@@ -27114,8 +27117,8 @@ foundering
 wax
 wait
 wawa
-wahid
 wazir
+wahid
 waiauan
 waistline
 ##xty
@@ -27132,8 +27135,8 @@ waistline
 1453
 14aˆ
 1456
-1426
 1479
+1426
 14t00
 14myr
 14or0
@@ -27147,8 +27150,8 @@ nearand
 ##retti
 ##retary
 15a
-15i
 15z
+15i
 156
 15th
 1522
@@ -27285,9 +27288,9 @@ laminations
 laminate
 lamurde
 12i
-12b
 12e
 12g
+12b
 124
 12th
 12ma
@@ -27319,9 +27322,9 @@ sarada
 sarma
 sarfart
 30s
-302
 307
 306
+302
 3014
 3025
 3055
@@ -27400,8 +27403,8 @@ plagloclase
 epa
 epx
 epembe
-##505
 ##503
+##505
 ##5016
 affirmed
 gloeoc
@@ -27494,9 +27497,9 @@ regionalto
 plagioclaseand
 freer
 freiberg
-table2
 table6
 table3
+table2
 ##ierri
 intending
 swiss
@@ -27534,8 +27537,8 @@ permutations
 stores
 stories
 storages
-221
 226
+221
 2222
 22ma
 22km
@@ -27559,10 +27562,10 @@ bruker
 brandonian
 brassy
 origine
-132
-131
 13z
 13j
+131
+132
 1350
 1396
 1360
@@ -27602,9 +27605,9 @@ blakeburn
 ##aringserv
 landsat1
 landsatndvi
-100x
 100s
 1007
+100x
 100ma
 100km
 100000
@@ -27613,9 +27616,9 @@ landsatndvi
 100rb
 100101
 100x100
-sr2
 srh
 sr3
+sr2
 srrich
 sr13
 srrl
@@ -27689,8 +27692,8 @@ doppler
 251
 258
 25th
-2540
 2580
+2540
 25km
 2560
 2525
@@ -27773,10 +27776,10 @@ augment
 airs
 airflow
 airspace
+##zee
 ##22z
 ##228
 ##2217
-##zee
 absorbs
 absorbers
 performer
@@ -27827,10 +27830,10 @@ westphalian
 richards
 richthof
 ##duhu
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 ##19z
-##199
+##190
 ##198
+##199
 ##1916
 deepa
 deeplab
@@ -27878,8 +27881,8 @@ flawless
 18t15
 18t16
 18770
-1885
 1886
+1885
 18t14
 tars
 taraba
@@ -27922,8 +27925,8 @@ carved
 carlin
 caraj
 carolina
-carpath
 carlton
+carpath
 caricchi
 carapace
 caractes
@@ -28071,8 +28074,8 @@ guata
 gutier
 guzhen
 guille
-guyots
 guzinski
+guyots
 guilbert
 guomeng
 guillec
@@ -28121,10 +28124,10 @@ fuzz
 fusiform
 crystallite
 crystallites
-29b
 29z
-298
+29b
 293
+298
 2900
 29km
 2913
@@ -28173,8 +28176,8 @@ ultrapotassic
 hands
 handler
 handpick
-nwp
 nwa
+nwp
 nwse
 nwr213
 nwankwo
@@ -28192,8 +28195,8 @@ mantles
 17b
 177
 173
-17α
 17β
+17α
 17th
 1716
 17km
@@ -28203,8 +28206,8 @@ mantles
 1748
 1745
 1702
-1727
 173a
+1727
 17t12
 1782
 17t11
@@ -28218,8 +28221,8 @@ mikumi
 miroshn
 eruptives
 granitegreen
-graniteupper
 granitegneiss
+graniteupper
 geophysica
 ##ahat
 ##ahaya
@@ -28235,9 +28238,9 @@ classa
 classed
 leaders
 criticism
-##tohaploxypinus
 ##nali
 ##nalroc
+##tohaploxypinus
 magmaticinfil
 hyperspectrum
 especgeology
@@ -28291,23 +28294,23 @@ helmand
 helplessly
 populating
 popogay
-##104
 ##107
+##104
 ##1017
 ##1055
 ##10xc
 ##10lv
+##803
+##802
+##8020
+##8022
+##8055
 ##401
 ##409
 ##4084
 ##40195
 ##4083
 ##404z
-##802
-##803
-##8020
-##8022
-##8055
 responding
 broke
 clearer
@@ -28320,9 +28323,9 @@ thinness
 0017
 0075
 0074
+0033
 0011
 0047
-0033
 0084
 0071
 003a
@@ -28412,21 +28415,21 @@ shortest
 shortages
 ##apex
 21a
-212
 21z
-21α
+212
 21β
+21α
 2110
 2112
 211a
 217a
 2173
 2128
-2154
 2177
+2154
 2167
-2149
 2138
+2149
 2151
 2185
 210008
@@ -28449,8 +28452,8 @@ negoti
 reportedly
 demonstrably
 31a
-312
 317
+312
 31og
 3170
 311a
@@ -28484,9 +28487,9 @@ apostgraduate
 apahanitic
 behaves
 behavlour
+603
 601
 605
-603
 60km
 6013
 60aˆ
@@ -28532,10 +28535,10 @@ synergy
 syncr
 syncrystall
 ##olithes
-26o
-261
 26z
+26o
 263
+261
 26000
 2629
 2655
@@ -28629,9 +28632,9 @@ naqvi
 navalgund
 superieure
 supernat
-superposed
 supercontin
 superlative
+superposed
 superfdal
 superheated
 element2
@@ -28685,9 +28688,9 @@ sensitization
 leafareainde
 biomaker
 27a
-274
 27z
 276
+274
 2700
 2717
 2797
@@ -28715,11 +28718,11 @@ colorimetric
 divariant
 broadening
 broadhead
-stillpn
+stillpnom
 approximates
 28a
-282
 287
+282
 2853
 2884
 28t12
@@ -28752,9 +28755,9 @@ trivand
 ##obiostratigraphy
 microwaves
 65a
-652
-651
 657
+651
+652
 658
 6500
 65io
@@ -28772,8 +28775,8 @@ quantization
 metasomatisms
 electrically
 electroresistivity
-802
 807
+802
 809
 80th
 80ma
@@ -28828,8 +28831,8 @@ hematization
 heteroge
 acharya
 slightest
-rbf
 rbh
+rbf
 rbds
 runways
 runaway
@@ -28857,16 +28860,16 @@ risat
 risoe
 ##1727
 000a
-000x
 000e
+000x
 00055
 00031
 000km2
 quaterly
 channelize
 34a
-342
 341
+342
 345
 3470
 3475
@@ -28879,12 +28882,12 @@ channelize
 braid
 cattle
 vitrinites
-052
-055
 05z
-059
 056
+052
 058
+059
+055
 05t12
 05t07
 05t08
@@ -28981,8 +28984,8 @@ bathrooms
 bathtubs
 kapp
 kaiser
-rs2
 rs1
+rs2
 rsin
 rsda
 wt03
@@ -28992,20 +28995,20 @@ africana
 africans
 airborneor
 03a
-034
-038
 033
+038
+034
 03t16
 03770
 03t19
 03t18
 039022z
 33a
-33b
-334
 33z
+33b
 336
 338
+334
 3350
 3310
 33km
@@ -29073,9 +29076,9 @@ misinterpretation
 misidenti
 misalign
 pacunam
+##naesite
 ##umpotential
 ##umpacific
-##naesite
 ##ograms
 prioritized
 priorita
@@ -29086,10 +29089,10 @@ priorita
 327a
 3286
 32188z
-395
+39k
 394
 399
-39k
+395
 3922
 3992
 39b75
@@ -29106,6 +29109,16 @@ argilic
 argentite
 parameterized
 parameterize
+386
+383
+385
+38ar
+3800
+3814
+381a
+387a
+3833
+384a
 357
 356
 353
@@ -29117,16 +29130,6 @@ parameterize
 3523
 352a
 35ab65
-385
-386
-383
-38ar
-3800
-3814
-381a
-387a
-3833
-384a
 freshly
 freshest
 snand
@@ -29160,23 +29163,23 @@ pseudomorphic
 pseudorandom
 pseudoreticulatisp
 53a
-532
-537
 53z
-538
+537
 533
+532
+538
 5325
 537a
 5342
 53aˆ
 lacio
 sabkhas
-##iku
+##netometry
 ##ikh
+##iku
 ##ikova
 ##ikubik
 ##utson
-##netometry
 oriental
 20171231
 2017april
@@ -29212,11 +29215,11 @@ electromagneticwave
 4117
 414a
 55a
-552
+553
 551
-555
+552
 558
-553
+555
 5500
 55105
 55433
@@ -29301,9 +29304,9 @@ backgrounds
 focusses
 injections
 04z
-049
 046
 048
+049
 04t15
 04t17
 paleoand
@@ -29324,12 +29327,12 @@ categorizing
 categorisation
 4431
 4499
-442a
 4471
+442a
 4422a
+856
 851
 855
-856
 8500
 856a
 8565
@@ -29394,8 +29397,8 @@ rotor
 rotates
 rotating
 rotterdam
-tm2
 tm1
+tm2
 tm5
 tmedes
 tibbitt
@@ -29416,18 +29419,18 @@ drillhole
 drillcores
 meteorologist
 meteorolgis
-089
 086
+089
 0899
 0842
 0849
 08504
 08ʹ24
 52a
+52z
 52g
-524
 527
-52z
+524
 525a
 52aˆ
 524a
@@ -29443,19 +29446,19 @@ liquor
 employee
 pairings
 tibetans
-471
 47z
-479
 476
+471
+479
 4700
 4725
 471a
 4735
 500a
-500x
+500k
 500m
+500x
 5005
-500k
 500000
 500nm
 nbr
@@ -29487,9 +29490,9 @@ migrationa
 3719
 3710
 3712a
-424
 427
 426
+424
 429a
 pathway
 costa
@@ -29512,9 +29515,9 @@ coherently
 2018a
 rainfalls
 02a
-025
-024
 027
+024
+025
 0284
 02508
 02502
@@ -29522,8 +29525,8 @@ rainfalls
 nowak
 noweir
 nowhere
-##utrients
 ##othorite
+##utrients
 coincidental
 coincidinjg
 sulphates
@@ -29542,10 +29545,10 @@ nigrit
 turner
 ##bargo
 ##barumba
-##661
-##66102
 ##khee
 ##khurke
+##661
+##66102
 thirst
 thiruvar
 thirumala
@@ -29577,9 +29580,9 @@ attentions
 098
 091200
 099639
-485
 486
 488
+485
 4853
 48km2
 dunne
@@ -29623,17 +29626,17 @@ blackbird
 demanding
 loaded
 synthetics
-84a
-845
-844
-847
-84sr
-861
 867
+861
 8650
 8623
 864a
 86ab13
+84a
+847
+844
+845
+84sr
 hedini
 jiangxing
 sixteen
@@ -29646,10 +29649,10 @@ oxygenated
 visualised
 visualizes
 visualisations
-572
-57f
 576
 573
+57f
+572
 57ma
 57km
 5778
@@ -29665,9 +29668,9 @@ paralleled
 paralleling
 parallelly
 recommendation
+973
 972
 979
-973
 9730
 9761
 9737
@@ -29699,8 +29702,8 @@ emergencies
 limestonebasalt
 300a
 3009
-bin1
 binh
+bin1
 cellular
 cellulous
 gondwanic
@@ -29719,8 +29722,8 @@ automorph
 decompositions
 58a
 587
-588
 583
+588
 58ka
 5884
 58aˆ
@@ -29752,11 +29755,11 @@ trackways
 extractability
 flattish
 laserchron
-562
-565
-564
 56z
 563
+562
+564
+565
 5600
 715
 7130
@@ -29787,8 +29790,8 @@ mcda
 mcdou
 mcdonn
 mcgill
-mcmur
 mckim
+mcmur
 mcrae
 persons
 santorini
@@ -29841,8 +29844,8 @@ constructions
 fertilecity
 liquidas
 77a
-779
 773
+779
 7711
 7764
 7779
@@ -29877,9 +29880,9 @@ fluctuate
 fluctuated
 unconnected
 syeniteand
-674
 677
 676
+674
 6795
 67or0
 camps
@@ -29958,13 +29961,13 @@ discriminative
 discriminible
 columnwise
 favored
-742
 741
+742
 747a
 7435
-872
-871
 877
+871
+872
 879
 873a
 8741
@@ -29992,9 +29995,6 @@ wenchuan
 wenyuan
 wenzhong
 wenzhi
-##processes
 ##lan2
+##processes
 alashankou
-intraand
-2000for
-traditions