-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy path3b_Water_Mass_Balance_2050.R
213 lines (165 loc) · 10.8 KB
/
3b_Water_Mass_Balance_2050.R
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
#setwd('C:/Users/Ginevra/Google Drive/MERCURIO/BlackSea/implementazione/new_sim0')
setwd('C:/Users/Ginevra/Desktop/new_sim_BS')
setwd('C:/Users/gi/Documents/Lavoro/SIM_finale')
input_hg1 <-read.table("input_Hg.txt", header=TRUE); str(input_hg1)
in_2013<-rbind(input_hg1[1957:1968,1:8], input_hg1[1957:1968,1:8], input_hg1[1957:1968,1:8], input_hg1[1957:1968,1:8], input_hg1[1957:1968,1:8],
input_hg1[1957:1968,1:8],input_hg1[1957:1968,1:8],input_hg1[1957:1968,1:8],input_hg1[1957:1968,1:8],input_hg1[1957:1968,1:8],input_hg1[1957:1968,1:8],
input_hg1[1957:1968,1:8])
str(input_hg1$river_load_hgT_kg_d)
str(in_2013$river_load_hgT_kg_d)
#latest<-rbind(in_2013,in_2013,in_2013); str(latest)
#input_hg1<-rbind.data.frame(input_hg1,latest,input_hg1[1957:1968,1:8])
str(input_hg1$inflow_L_y)
setwd("C:/Users/Ginevra/Desktop/new_sim_BS/19_luglio/SIM_finale2/Anne1e_morehg_tris_pristine2")
#Leggi dati e taglia gli ultimi anni dopo il 2013 hg<-hg[2:1969,]
hg<-read.csv("Dissolved_Divalent_Hg.csv", skip = 1,header=FALSE, sep = ",", dec=".")
names(hg)<-c("Time", "Oxic1","Oxic2", "CIL", "Oxycline","Suboxic1", "Suboxic2",
"Anoxic","Anoxic2","Anoxic3","Sed1","Sed2"); hg<-hg[3:2414,1:12]
str(hg)
hgT<-read.csv("Total_Hg.csv", header=FALSE, skip = 1,sep = ",", dec=".")
names(hgT)<-c("Time", "Oxic1","Oxic2", "CIL", "Oxycline","Suboxic1", "Suboxic2",
"Anoxic","Anoxic2","Anoxic3","Sed1","Sed2"); hgT<-hgT[3:2414,1:12]
DOChg<-read.csv("DOC_Sorbed_Divalent_Hg.csv", header=FALSE, skip =1, sep = ",", dec=".")
names(DOChg)<-c("Time", "Oxic1","Oxic2", "CIL", "Oxycline","Suboxic1", "Suboxic2",
"Anoxic","Anoxic2","Anoxic3","Sed1","Sed2"); DOChg<-DOChg[3:2414,1:12]
Phg<-read.csv("Total_Sorbed_Divalent_Hg.csv", header=FALSE, skip = 1,sep = ",", dec=".")
names(Phg)<-c("Time", "Oxic1","Oxic2", "CIL", "Oxycline","Suboxic1", "Suboxic2",
"Anoxic","Anoxic2","Anoxic3","Sed1","Sed2"); Phg<-Phg[3:2414,1:12]
SEDhg<-read.csv("Total_Sorbed_Divalent_Hg_Solids.csv", header=FALSE, skip = 1,sep = ",", dec=".")
names(SEDhg)<-c("Time", "Oxic1","Oxic2", "CIL", "Oxycline","Suboxic1", "Suboxic2",
"Anoxic","Anoxic2","Anoxic3","Sed1","Sed2"); SEDhg<-SEDhg[3:2414,1:12]
mehg<-read.csv("Dissolved_Methyl_Hg.csv", header=FALSE, skip = 1,sep = ",", dec=".")
names(mehg)<-c("Time", "Oxic1","Oxic2", "CIL", "Oxycline","Suboxic1", "Suboxic2",
"Anoxic","Anoxic2","Anoxic3","Sed1","Sed2"); mehg<-mehg[3:2414,1:12]
DOCmehg<-read.csv("DOC_Sorbed_Methyl_Hg.csv", header=FALSE, skip = 1,sep = ",", dec=".")
names(DOCmehg)<-c("Time", "Oxic1","Oxic2", "CIL", "Oxycline","Suboxic1", "Suboxic2",
"Anoxic","Anoxic2","Anoxic3","Sed1","Sed2"); DOCmehg<-DOCmehg[3:2414,1:12]
mehgT<-read.csv("Methyl_Hg.csv", header=FALSE, skip = 1,sep = ",", dec=".")
names(mehgT)<-c("Time", "Oxic1","Oxic2", "CIL", "Oxycline","Suboxic1", "Suboxic2",
"Anoxic","Anoxic2","Anoxic3","Sed1","Sed2"); mehgT<-mehgT[3:2414,1:12]
hg0<-read.csv("Elemental_Hg.csv", header=FALSE, skip = 1,sep = ",", dec=".")
names(hg0)<-c("Time", "Oxic1","Oxic2", "CIL", "Oxycline","Suboxic1", "Suboxic2",
"Anoxic","Anoxic2","Anoxic3","Sed1","Sed2"); hg0<-hg0[3:2414,1:12]
solids<-read.csv("Total_Solids.csv", header=FALSE, skip = 1,sep = ",", dec=".")
names(solids)<-c("Time", "Oxic1","Oxic2", "CIL", "Oxycline","Suboxic1", "Suboxic2",
"Anoxic","Anoxic2","Anoxic3","Sed1","Sed2"); solids<-solids[3:2414,1:12]
tail(solids)
seg_outflow<-read.csv("Segment_outflow.csv", header=FALSE, skip = 1,sep = ",", dec=".")
names(seg_outflow)<-c("Time", "Oxic1", "Oxic2","CIL","Oxycline", "Suboxic1","Suboxic2",
"Anoxic1", "Anoxic2", "Anoxic3","Sed1","Sed2"); seg_outflow<-seg_outflow[3:2414,1:12]
diss_hg<-hg+DOChg+DOCmehg+mehg+hg0; str(diss_hg)
#OUTFLOW m3/sec
hgT <-hgT$Oxic1
outflow1 <-seg_outflow$Oxic1
outflow_m3_y<-(outflow1 *60*60*24*365)*10^6 #correzione 10^6 perche input scalato
summary(outflow_m3_y); outflow_L_y<-outflow_m3_y*1000 #m3 to L
hgT_outflow<-outflow_L_y*hgT # L/y * ng/L -> ng/y
hgT_outflow_g_y<-hgT_outflow/10^9
hgT_outflow_mol_y<-hgT_outflow_g_y/200.59
hgT_outflow_kmol_y<-hgT_outflow_mol_y/1000; str(hgT_outflow_kmol_y)
hgT_outflow_kmol_y[1957]
FR<-read.csv("A_fotoreazioni1_2050.csv", header=TRUE)
bent_dyn<-read.csv("aasediment_input_output1_2050.csv", header=TRUE)
FR_medie<-read.csv("A_fotoreazioni_media1_2050.csv", header=TRUE)
bent_dyn_medie<-read.csv("aasediment_input_output_medie1_2050.csv", header=TRUE)
volat<-read.csv('volat_kmoly_2050.csv', header=T); str(volat)
volat_mean<-read.csv('volat_media_e_cum_2050.csv', header = T, sep=","); str(volat_mean)
tail(bent_dyn_medie,3); str(bent_dyn); str(FR);
diffusion_kmol_y <-bent_dyn$diffusion_kmol_y
diffusion_sed_to_sed_kmol_y <-bent_dyn$diffusion_sed_to_sed_kmol_y
burial1_kmol_y <-bent_dyn$burial1_kmol_y
burial2_kmol_y <-bent_dyn$burial2_kmol_y
depo_Phg_kmol_y <-bent_dyn$depo_Phg_kmol_y
diffusion_kmol_y_media <-bent_dyn_medie$diffusion_kmol_y
diffusion_sed_to_sed_kmol_y_media <-bent_dyn_medie$diffusion_sed_to_sed_kmol_y_media
burial1_kmol_y_media <-bent_dyn_medie$burial1_media
burial2_kmol_y_media <-bent_dyn_medie$burial2_media
depo_Phg_kmol_y_media <-bent_dyn_medie$media1_depo_kmol_y
fotox_kmols_y <-FR$fotox_kmols_y
fotored_kmols_y <-FR$fotored_kmols_y
fotodem_kmols_y <-FR$fotodem_kmols_y
evasione_kmol_y<-volat$x
fotox_kmols_y_media <-FR_medie$fotox_kmols_y_media
fotored_kmols_y_media <-FR_medie$fotored_kmols_y_media
fotodem_kmols_y_media <-FR_medie$fotodem_kmols_y_media
evasione_kmol_y_media<-volat_mean$Volat1_kmol_y_media
#SOMMA DEI TERMINI DI OUTPUT delle ACQUE
Output_terms<-as.numeric(evasione_kmol_y + depo_Phg_kmol_y + hgT_outflow_kmol_y); str(Output_terms); summary(Output_terms)
atm_hg_kg_day <- input_hg1$atm_load_kg_d*10^6; atm_hg_kg_day <-as.numeric(atm_hg_kg_day); str(atm_hg_kg_day)
atm_hg_kmol_day<-atm_hg_kg_day/200.59; atm_hg_kmol_y<-atm_hg_kmol_day*365 #depo atmosferica
mean(tail(atm_hg_kmol_y,12))
river_hg_kg_day<-input_hg1$river_load_hgT_kg_d*10^6; river_hg_kg_day<-as.numeric(river_hg_kg_day); str(river_hg_kg_day)
river_hg_kmol_day<-river_hg_kg_day/200.59; river_hg_kmol_y<-river_hg_kmol_day*365 #rivers and azov sea
#boundary da anno sim 2460 (1960)
inflow <-seg_outflow$CIL*10^6 #m3/s
inflow_m3_y<-(inflow *60*60*24*365); inflow_L_y<-inflow_m3_y*1000
bound <-input_hg1$hgT_bound_ng_l; str(bound) #hgT ngL
hgT_inflow_g_y<-(bound *inflow_L_y)/10^9 #ngL*L/y->ng/y/10^9->g/y
hgT_inflow_kmol_y<-hgT_inflow_g_y/(200.59*1000)
Input_terms<-(river_hg_kmol_y+atm_hg_kmol_y+hgT_inflow_kmol_y+diffusion_kmol_y); str(Input_terms); summary(Input_terms)
diffe<-(Input_terms-Output_terms); summary(diffe)
diff_media <-tapply(diffe,rep(1:(length(diffe)/12),each = 12), mean); cumulative_diff_kmol<-cumsum(diff_media); tail(cumulative_diff_kmol,1)
input_media <-tapply(Input_terms,rep(1:(length(Input_terms)/12),each = 12), mean)
output_media <-tapply(Output_terms,rep(1:(length(Output_terms)/12),each = 12), mean)
cum_in<-cumsum(input_media); summary(cum_in)
cum_out<-cumsum(output_media); summary(cum_out)
cum_in-cum_out
net_sed_input1<-(depo_Phg_kmol_y-burial1_kmol_y-diffusion_kmol_y+diffusion_sed_to_sed_kmol_y)
atm_hg_kmol_y_media <-as.numeric(tapply(atm_hg_kmol_y,rep(1:(length(atm_hg_kmol_y)/12), each = 12), mean))
river_hg_kmol_y_media <-as.numeric(tapply(river_hg_kmol_y,rep(1:(length(river_hg_kmol_y)/12), each = 12), mean))
hgT_inflow_kmol_y_media <-as.numeric(tapply(hgT_inflow_kmol_y,rep(1:(length(hgT_inflow_kmol_y)/12), each = 12), mean))
hgT_outflow_kmol_y_media <-as.numeric(tapply(hgT_outflow_kmol_y,rep(1:(length(hgT_outflow_kmol_y)/12), each = 12), mean))
Input_terms_media <-as.numeric(input_media)
evasione_kmol_y_media <-as.numeric(evasione_kmol_y_media)
depo_Phg_kmol_y_media <-as.numeric(depo_Phg_kmol_y_media)
Output_terms_media <-as.numeric(output_media)
diffusion_kmol_y_media <-as.numeric(diffusion_kmol_y_media)
diffusion_sed_to_sed_kmol_y_media<-as.numeric(diffusion_sed_to_sed_kmol_y_media)
bilancio_w<-cbind(atm_hg_kmol_y_media,river_hg_kmol_y_media, hgT_inflow_kmol_y_media,diffusion_kmol_y_media,
evasione_kmol_y_media, hgT_outflow_kmol_y_media, depo_Phg_kmol_y_media,
burial1_kmol_y_media, burial2_kmol_y_media)
bilancio_w_all<-cbind(atm_hg_kmol_y,river_hg_kmol_y, hgT_inflow_kmol_y,diffusion_kmol_y,
evasione_kmol_y, hgT_outflow_kmol_y, depo_Phg_kmol_y, burial1_kmol_y, burial2_kmol_y, burial1_kmol_y, burial2_kmol_y)
str(burial1_kmol_y_media)
str(hgT_outflow_kmol_y_media)
str(evasione_kmol_y_media)
write.csv(bilancio_w, file="water_input_output1_2050")
write.csv(bilancio_w_all, file="water_input_output_long_1_2050")
bilancioacque<-(atm_hg_kmol_y_media+river_hg_kmol_y_media+hgT_inflow_kmol_y_media + diffusion_kmol_y_media -
evasione_kmol_y_media- hgT_outflow_kmol_y_media - depo_Phg_kmol_y_media )
c1<-cumsum(bilancioacque); tail(c1)
tail(bilancioacque)
#somma cumulativa
evasione_kmol_cum<-cumsum(evasione_kmol_y_media); summary(evasione_kmol_cum) #evasione
atm_hg_kmol_cum<-cumsum(atm_hg_kmol_y_media); summary(atm_hg_kmol_cum) #atmos depo #deposition to Sed
Phg_deposition_kmol_cum<-cumsum(depo_Phg_kmol_y_media); summary(Phg_deposition_kmol_cum)
hgT_outflow_kmol_cum<-cumsum(hgT_outflow_kmol_y_media); summary(hgT_outflow_kmol_cum) #outflow
hgT_inflow_kmol_cum<-cumsum(hgT_inflow_kmol_y_media); summary(hgT_inflow_kmol_cum) #inflow
river_hg_kmol_cum<-cumsum(river_hg_kmol_y_media); summary(river_hg_kmol_cum) #rivers
burial1_cum<-cumsum(burial1_kmol_y_media)
burial2_cum<-cumsum(burial2_kmol_y_media)
diffusion1_cum<-cumsum(diffusion_kmol_y_media); summary(diffusion1_cum)
diffusion2_cum<-cumsum(diffusion_sed_to_sed_kmol_y_media); summary(diffusion2_cum)
Input_terms_cum<-cumsum(Input_terms_media)
Output_terms_cum <-cumsum(Output_terms_media)
bilancio_water_cumulativo<-cbind(atm_hg_kmol_cum,river_hg_kmol_cum,
hgT_inflow_kmol_cum, Input_terms_cum,
evasione_kmol_cum, Phg_deposition_kmol_cum,hgT_outflow_kmol_cum,
burial1_cum, burial2_cum, diffusion1_cum, diffusion2_cum,
Output_terms_cum)
MB_long<-data.frame(Input_terms_cum,
Output_terms_cum,
evasione_kmol_cum,
hgT_inflow_kmol_cum,
river_hg_kmol_cum,
Phg_deposition_kmol_cum,
atm_hg_kmol_cum,
hgT_outflow_kmol_cum,
burial1_cum,
burial2_cum,
diffusion1_cum,
diffusion2_cum)
tail(MB_long)
write.table(MB_long, file="MB_cumulativo_2050")
write.csv(bilancio_water_cumulativo, file="bilancio_acque1_2050.csv")
###----------------------