Rev 671 | Rev 697 | Go to most recent revision | Only display areas with differences | Ignore whitespace | Details | Blame | Last modification | View Log | RSS feed
Rev 671 | Rev 680 | ||
---|---|---|---|
1 | Redirecting to URL 'https://iland.boku.ac.at/svn/iland/tags/release_1.0/src/core/watercycle.cpp': |
1 | Redirecting to URL 'https://iland.boku.ac.at/svn/iland/tags/release_1.0/src/core/watercycle.cpp': |
2 | /********************************************************************************************
|
2 | /********************************************************************************************
|
3 | ** iLand - an individual based forest landscape and disturbance model
|
3 | ** iLand - an individual based forest landscape and disturbance model
|
4 | ** http://iland.boku.ac.at
|
4 | ** http://iland.boku.ac.at
|
5 | ** Copyright (C) 2009- Werner Rammer, Rupert Seidl
|
5 | ** Copyright (C) 2009- Werner Rammer, Rupert Seidl
|
6 | **
|
6 | **
|
7 | ** This program is free software: you can redistribute it and/or modify
|
7 | ** This program is free software: you can redistribute it and/or modify
|
8 | ** it under the terms of the GNU General Public License as published by
|
8 | ** it under the terms of the GNU General Public License as published by
|
9 | ** the Free Software Foundation, either version 3 of the License, or
|
9 | ** the Free Software Foundation, either version 3 of the License, or
|
10 | ** (at your option) any later version.
|
10 | ** (at your option) any later version.
|
11 | **
|
11 | **
|
12 | ** This program is distributed in the hope that it will be useful,
|
12 | ** This program is distributed in the hope that it will be useful,
|
13 | ** but WITHOUT ANY WARRANTY; without even the implied warranty of
|
13 | ** but WITHOUT ANY WARRANTY; without even the implied warranty of
|
14 | ** MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
14 | ** MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
15 | ** GNU General Public License for more details.
|
15 | ** GNU General Public License for more details.
|
16 | **
|
16 | **
|
17 | ** You should have received a copy of the GNU General Public License
|
17 | ** You should have received a copy of the GNU General Public License
|
18 | ** along with this program. If not, see <http://www.gnu.org/licenses/>.
|
18 | ** along with this program. If not, see <http://www.gnu.org/licenses/>.
|
19 | ********************************************************************************************/
|
19 | ********************************************************************************************/
|
20 | 20 | ||
21 | #include "global.h"
|
21 | #include "global.h"
|
22 | #include "watercycle.h"
|
22 | #include "watercycle.h"
|
23 | #include "climate.h"
|
23 | #include "climate.h"
|
24 | #include "resourceunit.h"
|
24 | #include "resourceunit.h"
|
25 | #include "species.h"
|
25 | #include "species.h"
|
26 | #include "model.h"
|
26 | #include "model.h"
|
27 | #include "helper.h"
|
27 | #include "helper.h"
|
28 | #include "modules.h"
|
28 | #include "modules.h"
|
29 | 29 | ||
30 | WaterCycle::WaterCycle() |
30 | WaterCycle::WaterCycle() |
31 | {
|
31 | {
|
32 | mSoilDepth = 0; |
32 | mSoilDepth = 0; |
33 | mLastYear = -1; |
33 | mLastYear = -1; |
34 | }
|
34 | }
|
35 | 35 | ||
36 | void WaterCycle::setup(const ResourceUnit *ru) |
36 | void WaterCycle::setup(const ResourceUnit *ru) |
37 | {
|
37 | {
|
38 | mRU = ru; |
38 | mRU = ru; |
39 | // get values...
|
39 | // get values...
|
40 | mFieldCapacity = 0.; // on top |
40 | mFieldCapacity = 0.; // on top |
41 | const XmlHelper &xml=GlobalSettings::instance()->settings(); |
41 | const XmlHelper &xml=GlobalSettings::instance()->settings(); |
42 | mSoilDepth = xml.valueDouble("model.site.soilDepth", 0.) * 10; // convert from cm to mm |
42 | mSoilDepth = xml.valueDouble("model.site.soilDepth", 0.) * 10; // convert from cm to mm |
43 | double pct_sand = xml.valueDouble("model.site.pctSand"); |
43 | double pct_sand = xml.valueDouble("model.site.pctSand"); |
44 | double pct_silt = xml.valueDouble("model.site.pctSilt"); |
44 | double pct_silt = xml.valueDouble("model.site.pctSilt"); |
45 | double pct_clay = xml.valueDouble("model.site.pctClay"); |
45 | double pct_clay = xml.valueDouble("model.site.pctClay"); |
46 | if (fabs(100. - (pct_sand + pct_silt + pct_clay)) > 0.01) |
46 | if (fabs(100. - (pct_sand + pct_silt + pct_clay)) > 0.01) |
47 | throw IException(QString("Setup Watercycle: soil composition percentages do not sum up to 100. Sand: %1, Silt: %2 Clay: %3").arg(pct_sand).arg(pct_silt).arg(pct_clay)); |
47 | throw IException(QString("Setup Watercycle: soil composition percentages do not sum up to 100. Sand: %1, Silt: %2 Clay: %3").arg(pct_sand).arg(pct_silt).arg(pct_clay)); |
48 | 48 | ||
49 | // calculate soil characteristics based on empirical functions (Schwalm & Ek, 2004)
|
49 | // calculate soil characteristics based on empirical functions (Schwalm & Ek, 2004)
|
50 | // note: the variables are percentages [0..100]
|
50 | // note: the variables are percentages [0..100]
|
51 | mPsi_ref = -exp((1.54 - 0.0095*pct_sand + 0.0063*pct_silt) * log(10)) * 0.000098; // Eq. 83 |
51 | mPsi_ref = -exp((1.54 - 0.0095*pct_sand + 0.0063*pct_silt) * log(10)) * 0.000098; // Eq. 83 |
52 | mPsi_koeff_b = -( 3.1 + 0.157*pct_clay - 0.003*pct_sand ); // Eq. 84 |
52 | mPsi_koeff_b = -( 3.1 + 0.157*pct_clay - 0.003*pct_sand ); // Eq. 84 |
53 | mRho_ref = 0.01 * (50.5 - 0.142*pct_sand - 0.037*pct_clay); // Eq. 78 |
53 | mRho_ref = 0.01 * (50.5 - 0.142*pct_sand - 0.037*pct_clay); // Eq. 78 |
54 | mCanopy.setup(); |
54 | mCanopy.setup(); |
55 | 55 | ||
56 | mPermanentWiltingPoint = heightFromPsi(-4000); // maximum psi is set to a constant of -4MPa |
56 | mPermanentWiltingPoint = heightFromPsi(-4000); // maximum psi is set to a constant of -4MPa |
57 | if (xml.valueBool("model.settings.waterUseSoilSaturation",false)==false) { |
57 | if (xml.valueBool("model.settings.waterUseSoilSaturation",false)==false) { |
58 | mFieldCapacity = heightFromPsi(-15); |
58 | mFieldCapacity = heightFromPsi(-15); |
59 | } else { |
59 | } else { |
60 | // =-EXP((1.54-0.0095* pctSand +0.0063* pctSilt)*LN(10))*0.000098
|
60 | // =-EXP((1.54-0.0095* pctSand +0.0063* pctSilt)*LN(10))*0.000098
|
61 | double psi_sat = -exp((1.54-0.0095 * pct_sand + 0.0063*pct_silt)*log(10.))*0.000098; |
61 | double psi_sat = -exp((1.54-0.0095 * pct_sand + 0.0063*pct_silt)*log(10.))*0.000098; |
62 | mFieldCapacity = heightFromPsi(psi_sat); |
62 | mFieldCapacity = heightFromPsi(psi_sat); |
63 | if (logLevelDebug()) qDebug() << "psi: saturation " << psi_sat << "field capacity:" << mFieldCapacity; |
63 | if (logLevelDebug()) qDebug() << "psi: saturation " << psi_sat << "field capacity:" << mFieldCapacity; |
64 | }
|
64 | }
|
65 | 65 | ||
66 | mContent = mFieldCapacity; // start with full water content (in the middle of winter) |
66 | mContent = mFieldCapacity; // start with full water content (in the middle of winter) |
67 | if (logLevelDebug()) qDebug() << "setup of water: Psi_ref (kPa)" << mPsi_ref << "Rho_ref" << mRho_ref << "coeff. b" << mPsi_koeff_b; |
67 | if (logLevelDebug()) qDebug() << "setup of water: Psi_ref (kPa)" << mPsi_ref << "Rho_ref" << mRho_ref << "coeff. b" << mPsi_koeff_b; |
68 | mCanopyConductance = 0.; |
68 | mCanopyConductance = 0.; |
69 | mLastYear = -1; |
69 | mLastYear = -1; |
70 | 70 | ||
71 | // canopy settings
|
71 | // canopy settings
|
72 | mCanopy.mNeedleFactor = xml.valueDouble("model.settings.interceptionStorageNeedle", 4.); |
72 | mCanopy.mNeedleFactor = xml.valueDouble("model.settings.interceptionStorageNeedle", 4.); |
73 | mCanopy.mDecidousFactor = xml.valueDouble("model.settings.interceptionStorageBroadleaf", 2.); |
73 | mCanopy.mDecidousFactor = xml.valueDouble("model.settings.interceptionStorageBroadleaf", 2.); |
74 | mSnowPack.mSnowTemperature = xml.valueDouble("model.settings.snowMeltTemperature", 0.); |
74 | mSnowPack.mSnowTemperature = xml.valueDouble("model.settings.snowMeltTemperature", 0.); |
75 | }
|
75 | }
|
76 | 76 | ||
77 | /** function to calculate the water pressure [saugspannung] for a given amount of water.
|
77 | /** function to calculate the water pressure [saugspannung] for a given amount of water.
|
78 | returns water potential in kPa.
|
78 | returns water potential in kPa.
|
79 | see http://iland.boku.ac.at/water+cycle#transpiration_and_canopy_conductance */
|
79 | see http://iland.boku.ac.at/water+cycle#transpiration_and_canopy_conductance */
|
80 | inline double WaterCycle::psiFromHeight(const double mm) const |
80 | inline double WaterCycle::psiFromHeight(const double mm) const |
81 | {
|
81 | {
|
82 | // psi_x = psi_ref * ( rho_x / rho_ref) ^ b
|
82 | // psi_x = psi_ref * ( rho_x / rho_ref) ^ b
|
83 | if (mm<0.001) |
83 | if (mm<0.001) |
84 | return -100000000; |
84 | return -100000000; |
85 | double psi_x = mPsi_ref * pow((mm / mSoilDepth / mRho_ref),mPsi_koeff_b); |
85 | double psi_x = mPsi_ref * pow((mm / mSoilDepth / mRho_ref),mPsi_koeff_b); |
86 | return psi_x; // pis |
86 | return psi_x; // pis |
87 | }
|
87 | }
|
88 | 88 | ||
89 | /// calculate the height of the water column for a given pressure
|
89 | /// calculate the height of the water column for a given pressure
|
90 | /// return water amount in mm
|
90 | /// return water amount in mm
|
91 | /// see http://iland.boku.ac.at/water+cycle#transpiration_and_canopy_conductance
|
91 | /// see http://iland.boku.ac.at/water+cycle#transpiration_and_canopy_conductance
|
92 | inline double WaterCycle::heightFromPsi(const double psi_kpa) const |
92 | inline double WaterCycle::heightFromPsi(const double psi_kpa) const |
93 | {
|
93 | {
|
94 | // rho_x = rho_ref * (psi_x / psi_ref)^(1/b)
|
94 | // rho_x = rho_ref * (psi_x / psi_ref)^(1/b)
|
95 | double h = mSoilDepth * mRho_ref * pow(psi_kpa / mPsi_ref, 1./mPsi_koeff_b); |
95 | double h = mSoilDepth * mRho_ref * pow(psi_kpa / mPsi_ref, 1./mPsi_koeff_b); |
96 | return h; |
96 | return h; |
97 | }
|
97 | }
|
98 | 98 | ||
99 | /// get canopy characteristics of the resource unit.
|
99 | /// get canopy characteristics of the resource unit.
|
100 | /// It is important, that species-statistics are valid when this function is called (LAI)!
|
100 | /// It is important, that species-statistics are valid when this function is called (LAI)!
|
101 | void WaterCycle::getStandValues() |
101 | void WaterCycle::getStandValues() |
102 | {
|
102 | {
|
103 | mLAINeedle=mLAIBroadleaved=0.; |
103 | mLAINeedle=mLAIBroadleaved=0.; |
104 | mCanopyConductance=0.; |
104 | mCanopyConductance=0.; |
105 | const double ground_vegetationCC = 0.02; |
105 | const double ground_vegetationCC = 0.02; |
106 | double lai; |
106 | double lai; |
107 | foreach(ResourceUnitSpecies *rus, mRU->ruSpecies()) { |
107 | foreach(ResourceUnitSpecies *rus, mRU->ruSpecies()) { |
108 | lai = rus->constStatistics().leafAreaIndex(); |
108 | lai = rus->constStatistics().leafAreaIndex(); |
109 | if (rus->species()->isConiferous()) |
109 | if (rus->species()->isConiferous()) |
110 | mLAINeedle+=lai; |
110 | mLAINeedle+=lai; |
111 | else
|
111 | else
|
112 | mLAIBroadleaved+=lai; |
112 | mLAIBroadleaved+=lai; |
113 | mCanopyConductance += rus->species()->canopyConductance() * lai; // weigh with LAI |
113 | mCanopyConductance += rus->species()->canopyConductance() * lai; // weigh with LAI |
114 | }
|
114 | }
|
115 | double total_lai = mLAIBroadleaved+mLAINeedle; |
115 | double total_lai = mLAIBroadleaved+mLAINeedle; |
116 | 116 | ||
117 | // handle cases with LAI < 1 (use generic "ground cover characteristics" instead)
|
117 | // handle cases with LAI < 1 (use generic "ground cover characteristics" instead)
|
118 | if (total_lai<1.) { |
118 | if (total_lai<1.) { |
119 | mCanopyConductance+=(ground_vegetationCC)*(1. - total_lai); |
119 | mCanopyConductance+=(ground_vegetationCC)*(1. - total_lai); |
120 | total_lai = 1.; |
120 | total_lai = 1.; |
121 | }
|
121 | }
|
122 | mCanopyConductance /= total_lai; |
122 | mCanopyConductance /= total_lai; |
123 | 123 | ||
124 | if (total_lai < Model::settings().laiThresholdForClosedStands) { |
124 | if (total_lai < Model::settings().laiThresholdForClosedStands) { |
125 | // following Landsberg and Waring: when LAI is < 3 (default for laiThresholdForClosedStands), a linear "ramp" from 0 to 3 is assumed
|
125 | // following Landsberg and Waring: when LAI is < 3 (default for laiThresholdForClosedStands), a linear "ramp" from 0 to 3 is assumed
|
126 | // http://iland.boku.ac.at/water+cycle#transpiration_and_canopy_conductance
|
126 | // http://iland.boku.ac.at/water+cycle#transpiration_and_canopy_conductance
|
127 | mCanopyConductance *= total_lai / Model::settings().laiThresholdForClosedStands; |
127 | mCanopyConductance *= total_lai / Model::settings().laiThresholdForClosedStands; |
128 | }
|
128 | }
|
129 | if (logLevelInfo()) qDebug() << "WaterCycle:getStandValues: LAI needle" << mLAINeedle << "LAI Broadl:"<< mLAIBroadleaved << "weighted avg. Conductance (m/2):" << mCanopyConductance; |
129 | if (logLevelInfo()) qDebug() << "WaterCycle:getStandValues: LAI needle" << mLAINeedle << "LAI Broadl:"<< mLAIBroadleaved << "weighted avg. Conductance (m/2):" << mCanopyConductance; |
130 | }
|
130 | }
|
131 | 131 | ||
132 | /// calculate responses for ground vegetation, i.e. for "unstocked" areas.
|
132 | /// calculate responses for ground vegetation, i.e. for "unstocked" areas.
|
133 | /// this duplicates calculations done in Species.
|
133 | /// this duplicates calculations done in Species.
|
134 | /// @return Minimum of vpd and soilwater response for default
|
134 | /// @return Minimum of vpd and soilwater response for default
|
135 | inline double WaterCycle::calculateBaseSoilAtmosphereResponse(const double psi_kpa, const double vpd_kpa) |
135 | inline double WaterCycle::calculateBaseSoilAtmosphereResponse(const double psi_kpa, const double vpd_kpa) |
136 | {
|
136 | {
|
137 | // constant parameters used for ground vegetation:
|
137 | // constant parameters used for ground vegetation:
|
138 | const double mPsiMin = 1.5; // MPa |
138 | const double mPsiMin = 1.5; // MPa |
139 | const double mRespVpdExponent = -0.6; |
139 | const double mRespVpdExponent = -0.6; |
140 | // see SpeciesResponse::soilAtmosphereResponses()
|
140 | // see SpeciesResponse::soilAtmosphereResponses()
|
141 | double water_resp; |
141 | double water_resp; |
142 | // see Species::soilwaterResponse:
|
142 | // see Species::soilwaterResponse:
|
143 | const double psi_mpa = psi_kpa / 1000.; // convert to MPa |
143 | const double psi_mpa = psi_kpa / 1000.; // convert to MPa |
144 | water_resp = limit( 1. - psi_mpa / mPsiMin, 0., 1.); |
144 | water_resp = limit( 1. - psi_mpa / mPsiMin, 0., 1.); |
145 | // see species::vpdResponse
|
145 | // see species::vpdResponse
|
146 | 146 | ||
147 | double vpd_resp; |
147 | double vpd_resp; |
148 | vpd_resp = exp(mRespVpdExponent * vpd_kpa); |
148 | vpd_resp = exp(mRespVpdExponent * vpd_kpa); |
149 | return qMin(water_resp, vpd_resp); |
149 | return qMin(water_resp, vpd_resp); |
150 | }
|
150 | }
|
151 | 151 | ||
152 | /// calculate combined VPD and soilwaterresponse for all species
|
152 | /// calculate combined VPD and soilwaterresponse for all species
|
153 | /// on the RU. This is used for the calc. of the transpiration.
|
153 | /// on the RU. This is used for the calc. of the transpiration.
|
154 | inline double WaterCycle::calculateSoilAtmosphereResponse(const double psi_kpa, const double vpd_kpa) |
154 | inline double WaterCycle::calculateSoilAtmosphereResponse(const double psi_kpa, const double vpd_kpa) |
155 | {
|
155 | {
|
156 | double min_response; |
156 | double min_response; |
157 | double total_response = 0; // LAI weighted minimum response for all speices on the RU |
157 | double total_response = 0; // LAI weighted minimum response for all speices on the RU |
158 | double total_lai_factor = 0.; |
158 | double total_lai_factor = 0.; |
159 | foreach(ResourceUnitSpecies *rus, mRU->ruSpecies()) { |
159 | foreach(ResourceUnitSpecies *rus, mRU->ruSpecies()) { |
160 | if (rus->LAIfactor()>0) { |
160 | if (rus->LAIfactor()>0) { |
161 | // retrieve the minimum of VPD / soil water response for that species
|
161 | // retrieve the minimum of VPD / soil water response for that species
|
162 | rus->speciesResponse()->soilAtmosphereResponses(psi_kpa, vpd_kpa, min_response); |
162 | rus->speciesResponse()->soilAtmosphereResponses(psi_kpa, vpd_kpa, min_response); |
163 | total_response += min_response * rus->LAIfactor(); |
163 | total_response += min_response * rus->LAIfactor(); |
164 | total_lai_factor += rus->LAIfactor(); |
164 | total_lai_factor += rus->LAIfactor(); |
165 | }
|
165 | }
|
166 | }
|
166 | }
|
167 | 167 | ||
168 | if (total_lai_factor<1.) { |
168 | if (total_lai_factor<1.) { |
169 | // the LAI is below 1: the rest is considered as "ground vegetation"
|
169 | // the LAI is below 1: the rest is considered as "ground vegetation"
|
170 | total_response += calculateBaseSoilAtmosphereResponse(psi_kpa, vpd_kpa) * (1. - total_lai_factor); |
170 | total_response += calculateBaseSoilAtmosphereResponse(psi_kpa, vpd_kpa) * (1. - total_lai_factor); |
171 | }
|
171 | }
|
172 | 172 | ||
173 | // add an aging factor to the total response (averageAging: leaf area weighted mean aging value):
|
173 | // add an aging factor to the total response (averageAging: leaf area weighted mean aging value):
|
174 | // conceptually: response = min(vpd_response, water_response)*aging
|
174 | // conceptually: response = min(vpd_response, water_response)*aging
|
175 | if (total_lai_factor==1.) |
175 | if (total_lai_factor==1.) |
176 | total_response *= mRU->averageAging(); // no ground cover: use aging value for all LA |
176 | total_response *= mRU->averageAging(); // no ground cover: use aging value for all LA |
177 | else if (total_lai_factor>0. && mRU->averageAging()>0.) |
177 | else if (total_lai_factor>0. && mRU->averageAging()>0.) |
178 | total_response *= (1.-total_lai_factor)*1. + (total_lai_factor * mRU->averageAging()); // between 0..1: a part of the LAI is "ground cover" (aging=1) |
178 | total_response *= (1.-total_lai_factor)*1. + (total_lai_factor * mRU->averageAging()); // between 0..1: a part of the LAI is "ground cover" (aging=1) |
179 | 179 | ||
180 | DBGMODE( if (mRU->averageAging()>1. || mRU->averageAging()<0. || total_response<0 || total_response>1.) |
180 | DBGMODE( if (mRU->averageAging()>1. || mRU->averageAging()<0. || total_response<0 || total_response>1.) |
181 | qDebug() << "water cycle: average aging invalid. aging:" << mRU->averageAging() << "total response" << total_response; |
181 | qDebug() << "water cycle: average aging invalid. aging:" << mRU->averageAging() << "total response" << total_response; |
182 | ); |
182 | ); |
183 | 183 | ||
184 | //DBG_IF(mRU->averageAging()>1. || mRU->averageAging()<0.,"water cycle", "average aging invalid!" );
|
184 | //DBG_IF(mRU->averageAging()>1. || mRU->averageAging()<0.,"water cycle", "average aging invalid!" );
|
185 | return total_response; |
185 | return total_response; |
186 | }
|
186 | }
|
187 | 187 | ||
188 | 188 | ||
189 | /// Main Water Cycle function. This function triggers all water related tasks for
|
189 | /// Main Water Cycle function. This function triggers all water related tasks for
|
190 | /// one simulation year.
|
190 | /// one simulation year.
|
191 | /// @sa http://iland.boku.ac.at/water+cycle
|
191 | /// @sa http://iland.boku.ac.at/water+cycle
|
192 | void WaterCycle::run() |
192 | void WaterCycle::run() |
193 | {
|
193 | {
|
194 | // necessary?
|
194 | // necessary?
|
195 | if (GlobalSettings::instance()->currentYear() == mLastYear) |
195 | if (GlobalSettings::instance()->currentYear() == mLastYear) |
196 | return; |
196 | return; |
197 | DebugTimer tw("water:run"); |
197 | DebugTimer tw("water:run"); |
198 | WaterCycleData add_data;
|
198 | WaterCycleData add_data;
|
199 | 199 | ||
200 | // preparations (once a year)
|
200 | // preparations (once a year)
|
201 | getStandValues(); // fetch canopy characteristics from iLand (including weighted average for mCanopyConductance) |
201 | getStandValues(); // fetch canopy characteristics from iLand (including weighted average for mCanopyConductance) |
202 | mCanopy.setStandParameters(mLAINeedle, |
202 | mCanopy.setStandParameters(mLAINeedle, |
203 | mLAIBroadleaved, |
203 | mLAIBroadleaved, |
204 | mCanopyConductance); |
204 | mCanopyConductance); |
205 | 205 | ||
206 | // main loop over all days of the year
|
206 | // main loop over all days of the year
|
207 | double prec_mm, prec_after_interception, prec_to_soil, et, excess; |
207 | double prec_mm, prec_after_interception, prec_to_soil, et, excess; |
208 | const Climate *climate = mRU->climate(); |
208 | const Climate *climate = mRU->climate(); |
209 | const ClimateDay *day = climate->begin(); |
209 | const ClimateDay *day = climate->begin(); |
210 | const ClimateDay *end = climate->end(); |
210 | const ClimateDay *end = climate->end(); |
211 | int doy=0; |
211 | int doy=0; |
212 | double total_excess = 0.; |
212 | double total_excess = 0.; |
213 | for (; day<end; ++day, ++doy) { |
213 | for (; day<end; ++day, ++doy) { |
214 | // (1) precipitation of the day
|
214 | // (1) precipitation of the day
|
215 | prec_mm = day->preciptitation; |
215 | prec_mm = day->preciptitation; |
216 | // (2) interception by the crown
|
216 | // (2) interception by the crown
|
217 | prec_after_interception = mCanopy.flow(prec_mm, day->temperature); |
217 | prec_after_interception = mCanopy.flow(prec_mm, day->temperature); |
218 | // (3) storage in the snow pack
|
218 | // (3) storage in the snow pack
|
219 | prec_to_soil = mSnowPack.flow(prec_after_interception, day->temperature); |
219 | prec_to_soil = mSnowPack.flow(prec_after_interception, day->temperature); |
220 | // save extra data (used by e.g. fire module)
|
220 | // save extra data (used by e.g. fire module)
|
221 | add_data.water_to_ground[doy] = prec_to_soil; |
221 | add_data.water_to_ground[doy] = prec_to_soil; |
222 | add_data.snow_cover[doy] = mSnowPack.snowPack(); |
222 | add_data.snow_cover[doy] = mSnowPack.snowPack(); |
223 | // (4) add rest to soil
|
223 | // (4) add rest to soil
|
224 | mContent += prec_to_soil; |
224 | mContent += prec_to_soil; |
225 | 225 | ||
226 | excess = 0.; |
226 | excess = 0.; |
227 | if (mContent>mFieldCapacity) { |
227 | if (mContent>mFieldCapacity) { |
228 | // excess water runoff
|
228 | // excess water runoff
|
229 | excess = mContent - mFieldCapacity; |
229 | excess = mContent - mFieldCapacity; |
230 | total_excess += excess; |
230 | total_excess += excess; |
231 | mContent = mFieldCapacity; |
231 | mContent = mFieldCapacity; |
232 | }
|
232 | }
|
233 | 233 | ||
234 | double current_psi = psiFromHeight(mContent); |
234 | double current_psi = psiFromHeight(mContent); |
235 | mPsi[doy] = current_psi; |
235 | mPsi[doy] = current_psi; |
236 | 236 | ||
237 | // (5) transpiration of the vegetation (and of water intercepted in canopy)
|
237 | // (5) transpiration of the vegetation (and of water intercepted in canopy)
|
238 | // calculate the LAI-weighted response values for soil water and vpd:
|
238 | // calculate the LAI-weighted response values for soil water and vpd:
|
- | 239 | double interception_before_transpiration = mCanopy.interception(); |
|
239 | double combined_response = calculateSoilAtmosphereResponse( current_psi, day->vpd); |
240 | double combined_response = calculateSoilAtmosphereResponse( current_psi, day->vpd); |
240 | et = mCanopy.evapotranspiration3PG(day, climate->daylength_h(doy), combined_response); |
241 | et = mCanopy.evapotranspiration3PG(day, climate->daylength_h(doy), combined_response); |
- | 242 | // if there is some flow from intercepted water to the ground -> add to "water_to_the_ground"
|
|
- | 243 | if (mCanopy.interception() < interception_before_transpiration) |
|
- | 244 | add_data.water_to_ground[doy]+= interception_before_transpiration - mCanopy.interception(); |
|
241 | 245 | ||
242 | mContent -= et; // reduce content (transpiration) |
246 | mContent -= et; // reduce content (transpiration) |
243 | // add intercepted water (that is *not* evaporated) again to the soil (or add to snow if temp too low -> call to snowpack)
|
247 | // add intercepted water (that is *not* evaporated) again to the soil (or add to snow if temp too low -> call to snowpack)
|
244 | mContent += mSnowPack.add(mCanopy.interception(),day->temperature); |
248 | mContent += mSnowPack.add(mCanopy.interception(),day->temperature); |
245 | 249 | ||
246 | // do not remove water below the PWP (fixed value)
|
250 | // do not remove water below the PWP (fixed value)
|
247 | if (mContent<mPermanentWiltingPoint) { |
251 | if (mContent<mPermanentWiltingPoint) { |
248 | et -= mPermanentWiltingPoint - mContent; // reduce et (for bookkeeping) |
252 | et -= mPermanentWiltingPoint - mContent; // reduce et (for bookkeeping) |
249 | mContent = mPermanentWiltingPoint; |
253 | mContent = mPermanentWiltingPoint; |
250 | }
|
254 | }
|
251 | 255 | ||
252 | 256 | ||
253 | //DBGMODE(
|
257 | //DBGMODE(
|
254 | if (GlobalSettings::instance()->isDebugEnabled(GlobalSettings::dWaterCycle)) { |
258 | if (GlobalSettings::instance()->isDebugEnabled(GlobalSettings::dWaterCycle)) { |
255 | DebugList &out = GlobalSettings::instance()->debugList(day->id(), GlobalSettings::dWaterCycle); |
259 | DebugList &out = GlobalSettings::instance()->debugList(day->id(), GlobalSettings::dWaterCycle); |
256 | // climatic variables
|
260 | // climatic variables
|
257 | out << day->id() << mRU->index() << mRU->id() << day->temperature << day->vpd << day->preciptitation << day->radiation; |
261 | out << day->id() << mRU->index() << mRU->id() << day->temperature << day->vpd << day->preciptitation << day->radiation; |
258 | out << combined_response; // combined response of all species on RU (min(water, vpd)) |
262 | out << combined_response; // combined response of all species on RU (min(water, vpd)) |
259 | // fluxes
|
263 | // fluxes
|
260 | out << prec_after_interception << prec_to_soil << et << mCanopy.evaporationCanopy() |
264 | out << prec_after_interception << prec_to_soil << et << mCanopy.evaporationCanopy() |
261 | << mContent << mPsi[doy] << excess; |
265 | << mContent << mPsi[doy] << excess; |
262 | // other states
|
266 | // other states
|
263 | out << mSnowPack.snowPack(); |
267 | out << mSnowPack.snowPack(); |
264 | //special sanity check:
|
268 | //special sanity check:
|
265 | if (prec_to_soil>0. && mCanopy.interception()>0.) |
269 | if (prec_to_soil>0. && mCanopy.interception()>0.) |
266 | if (mSnowPack.snowPack()==0. && day->preciptitation==0) |
270 | if (mSnowPack.snowPack()==0. && day->preciptitation==0) |
267 | qDebug() << "watercontent increase without precipititaion"; |
271 | qDebug() << "watercontent increase without precipititaion"; |
268 | 272 | ||
269 | }
|
273 | }
|
270 | //); // DBGMODE()
|
274 | //); // DBGMODE()
|
271 | 275 | ||
272 | }
|
276 | }
|
273 | // call external modules
|
277 | // call external modules
|
274 | GlobalSettings::instance()->model()->modules()->calculateWater(mRU, &add_data); |
278 | GlobalSettings::instance()->model()->modules()->calculateWater(mRU, &add_data); |
275 | mLastYear = GlobalSettings::instance()->currentYear(); |
279 | mLastYear = GlobalSettings::instance()->currentYear(); |
276 | 280 | ||
277 | }
|
281 | }
|
278 | 282 | ||
279 | 283 | ||
280 | namespace Water { |
284 | namespace Water { |
281 | 285 | ||
282 | /** calculates the input/output of water that is stored in the snow pack.
|
286 | /** calculates the input/output of water that is stored in the snow pack.
|
283 | The approach is similar to Picus 1.3 and ForestBGC (Running, 1988).
|
287 | The approach is similar to Picus 1.3 and ForestBGC (Running, 1988).
|
284 | Returns the amount of water that exits the snowpack (precipitation, snow melt) */
|
288 | Returns the amount of water that exits the snowpack (precipitation, snow melt) */
|
285 | double SnowPack::flow(const double &preciptitation_mm, const double &temperature) |
289 | double SnowPack::flow(const double &preciptitation_mm, const double &temperature) |
286 | {
|
290 | {
|
287 | if (temperature>mSnowTemperature) { |
291 | if (temperature>mSnowTemperature) { |
288 | if (mSnowPack==0.) |
292 | if (mSnowPack==0.) |
289 | return preciptitation_mm; // no change |
293 | return preciptitation_mm; // no change |
290 | else { |
294 | else { |
291 | // snow melts
|
295 | // snow melts
|
292 | const double melting_coefficient = 0.7; // mm/°C |
296 | const double melting_coefficient = 0.7; // mm/°C |
293 | double melt = qMin( (temperature-mSnowTemperature) * melting_coefficient, mSnowPack); |
297 | double melt = qMin( (temperature-mSnowTemperature) * melting_coefficient, mSnowPack); |
294 | mSnowPack -=melt; |
298 | mSnowPack -=melt; |
295 | return preciptitation_mm + melt; |
299 | return preciptitation_mm + melt; |
296 | }
|
300 | }
|
297 | } else { |
301 | } else { |
298 | // snow:
|
302 | // snow:
|
299 | mSnowPack += preciptitation_mm; |
303 | mSnowPack += preciptitation_mm; |
300 | return 0.; // no output. |
304 | return 0.; // no output. |
301 | }
|
305 | }
|
302 | 306 | ||
303 | }
|
307 | }
|
304 | 308 | ||
305 | 309 | ||
306 | inline double SnowPack::add(const double &preciptitation_mm, const double &temperature) |
310 | inline double SnowPack::add(const double &preciptitation_mm, const double &temperature) |
307 | {
|
311 | {
|
308 | // do nothing for temps > 0°
|
312 | // do nothing for temps > 0°
|
309 | if (temperature>mSnowTemperature) |
313 | if (temperature>mSnowTemperature) |
310 | return preciptitation_mm; |
314 | return preciptitation_mm; |
311 | 315 | ||
312 | // temps < 0°: add to snow
|
316 | // temps < 0°: add to snow
|
313 | mSnowPack += preciptitation_mm; |
317 | mSnowPack += preciptitation_mm; |
314 | return 0.; |
318 | return 0.; |
315 | }
|
319 | }
|
316 | 320 | ||
317 | /** Interception in crown canopy.
|
321 | /** Interception in crown canopy.
|
318 | Calculates the amount of preciptitation that does not reach the ground and
|
322 | Calculates the amount of preciptitation that does not reach the ground and
|
319 | is stored in the canopy. The approach is adopted from Picus 1.3.
|
323 | is stored in the canopy. The approach is adopted from Picus 1.3.
|
320 | Returns the amount of precipitation (mm) that surpasses the canopy layer.
|
324 | Returns the amount of precipitation (mm) that surpasses the canopy layer.
|
321 | @sa http://iland.boku.ac.at/water+cycle#precipitation_and_interception */
|
325 | @sa http://iland.boku.ac.at/water+cycle#precipitation_and_interception */
|
322 | double Canopy::flow(const double &preciptitation_mm, const double &temperature) |
326 | double Canopy::flow(const double &preciptitation_mm, const double &temperature) |
323 | {
|
327 | {
|
324 | // sanity checks
|
328 | // sanity checks
|
325 | mInterception = 0.; |
329 | mInterception = 0.; |
326 | mEvaporation = 0.; |
330 | mEvaporation = 0.; |
327 | if (!mLAI) |
331 | if (!mLAI) |
328 | return preciptitation_mm; |
332 | return preciptitation_mm; |
329 | if (!preciptitation_mm) |
333 | if (!preciptitation_mm) |
330 | return 0.; |
334 | return 0.; |
331 | double max_interception_mm=0.; // maximum interception based on the current foliage |
335 | double max_interception_mm=0.; // maximum interception based on the current foliage |
332 | double max_storage_mm=0.; // maximum storage in canopy |
336 | double max_storage_mm=0.; // maximum storage in canopy |
333 | 337 | ||
334 | if (mLAINeedle>0.) { |
338 | if (mLAINeedle>0.) { |
335 | // (1) calculate maximum fraction of thru-flow the crown (based on precipitation)
|
339 | // (1) calculate maximum fraction of thru-flow the crown (based on precipitation)
|
336 | double max_flow_needle = 0.9 * sqrt(1.03 - exp(-0.055*preciptitation_mm)); |
340 | double max_flow_needle = 0.9 * sqrt(1.03 - exp(-0.055*preciptitation_mm)); |
337 | max_interception_mm += preciptitation_mm * (1. - max_flow_needle * mLAINeedle/mLAI); |
341 | max_interception_mm += preciptitation_mm * (1. - max_flow_needle * mLAINeedle/mLAI); |
338 | // (2) calculate maximum storage potential based on the current LAI
|
342 | // (2) calculate maximum storage potential based on the current LAI
|
339 | double max_storage_needle = mNeedleFactor * (1. - exp(-0.55*mLAINeedle) ); |
343 | double max_storage_needle = mNeedleFactor * (1. - exp(-0.55*mLAINeedle) ); |
340 | max_storage_mm += max_storage_needle; |
344 | max_storage_mm += max_storage_needle; |
341 | }
|
345 | }
|
342 | 346 | ||
343 | if (mLAIBroadleaved>0.) { |
347 | if (mLAIBroadleaved>0.) { |
344 | // (1) calculate maximum fraction of thru-flow the crown (based on precipitation)
|
348 | // (1) calculate maximum fraction of thru-flow the crown (based on precipitation)
|
345 | double max_flow_broad = 0.9 * pow(1.22 - exp(-0.055*preciptitation_mm), 0.35); |
349 | double max_flow_broad = 0.9 * pow(1.22 - exp(-0.055*preciptitation_mm), 0.35); |
346 | max_interception_mm += preciptitation_mm * (1. - max_flow_broad * mLAIBroadleaved/mLAI); |
350 | max_interception_mm += preciptitation_mm * (1. - max_flow_broad * mLAIBroadleaved/mLAI); |
347 | // (2) calculate maximum storage potential based on the current LAI
|
351 | // (2) calculate maximum storage potential based on the current LAI
|
348 | double max_storage_broad = mDecidousFactor * (1. - exp(-0.5*mLAIBroadleaved) ); |
352 | double max_storage_broad = mDecidousFactor * (1. - exp(-0.5*mLAIBroadleaved) ); |
349 | max_storage_mm += max_storage_broad; |
353 | max_storage_mm += max_storage_broad; |
350 | }
|
354 | }
|
351 | 355 | ||
352 | // (3) calculate actual interception and store for evaporation calculation
|
356 | // (3) calculate actual interception and store for evaporation calculation
|
353 | mInterception = qMin( max_storage_mm, max_interception_mm ); |
357 | mInterception = qMin( max_storage_mm, max_interception_mm ); |
354 | 358 | ||
355 | // (4) limit interception with amount of precipitation
|
359 | // (4) limit interception with amount of precipitation
|
356 | mInterception = qMin( mInterception, preciptitation_mm); |
360 | mInterception = qMin( mInterception, preciptitation_mm); |
357 | 361 | ||
358 | // (5) reduce preciptitaion by the amount that is intercepted by the canopy
|
362 | // (5) reduce preciptitaion by the amount that is intercepted by the canopy
|
359 | return preciptitation_mm - mInterception; |
363 | return preciptitation_mm - mInterception; |
360 | 364 | ||
361 | }
|
365 | }
|
362 | 366 | ||
363 | /// sets up the canopy. fetch some global parameter values...
|
367 | /// sets up the canopy. fetch some global parameter values...
|
364 | void Canopy::setup() |
368 | void Canopy::setup() |
365 | {
|
369 | {
|
366 | mAirDensity = Model::settings().airDensity; // kg / m3 |
370 | mAirDensity = Model::settings().airDensity; // kg / m3 |
367 | }
|
371 | }
|
368 | 372 | ||
369 | void Canopy::setStandParameters(const double LAIneedle, const double LAIbroadleave, const double maxCanopyConductance) |
373 | void Canopy::setStandParameters(const double LAIneedle, const double LAIbroadleave, const double maxCanopyConductance) |
370 | {
|
374 | {
|
371 | mLAINeedle = LAIneedle; |
375 | mLAINeedle = LAIneedle; |
372 | mLAIBroadleaved=LAIbroadleave; |
376 | mLAIBroadleaved=LAIbroadleave; |
373 | mLAI=LAIneedle+LAIbroadleave; |
377 | mLAI=LAIneedle+LAIbroadleave; |
374 | mAvgMaxCanopyConductance = maxCanopyConductance; |
378 | mAvgMaxCanopyConductance = maxCanopyConductance; |
375 | 379 | ||
376 | // clear aggregation containers
|
380 | // clear aggregation containers
|
377 | for (int i=0;i<12;++i) mET0[i]=0.; |
381 | for (int i=0;i<12;++i) mET0[i]=0.; |
378 | 382 | ||
379 | }
|
383 | }
|
380 | 384 | ||
381 | 385 | ||
382 | 386 | ||
383 | /** calculate the daily evaporation/transpiration using the Penman-Monteith-Equation.
|
387 | /** calculate the daily evaporation/transpiration using the Penman-Monteith-Equation.
|
384 | This version is based on 3PG. See the Visual Basic Code in 3PGjs.xls.
|
388 | This version is based on 3PG. See the Visual Basic Code in 3PGjs.xls.
|
385 | Returns the total sum of evaporation+transpiration in mm of the day. */
|
389 | Returns the total sum of evaporation+transpiration in mm of the day. */
|
386 | double Canopy::evapotranspiration3PG(const ClimateDay *climate, const double daylength_h, const double combined_response) |
390 | double Canopy::evapotranspiration3PG(const ClimateDay *climate, const double daylength_h, const double combined_response) |
387 | {
|
391 | {
|
388 | double vpd_mbar = climate->vpd * 10.; // convert from kPa to mbar |
392 | double vpd_mbar = climate->vpd * 10.; // convert from kPa to mbar |
389 | double temperature = climate->temperature; // average temperature of the day (°C) |
393 | double temperature = climate->temperature; // average temperature of the day (°C) |
390 | double daylength = daylength_h * 3600.; // daylength in seconds (convert from length in hours) |
394 | double daylength = daylength_h * 3600.; // daylength in seconds (convert from length in hours) |
391 | double rad = climate->radiation / daylength * 1000000; //convert from MJ/m2 (day sum) to average radiation flow W/m2 [MJ=MWs -> /s * 1,000,000 |
395 | double rad = climate->radiation / daylength * 1000000; //convert from MJ/m2 (day sum) to average radiation flow W/m2 [MJ=MWs -> /s * 1,000,000 |
392 | 396 | ||
393 | // the radiation: based on linear empirical function
|
397 | // the radiation: based on linear empirical function
|
394 | const double qa = -90.; |
398 | const double qa = -90.; |
395 | const double qb = 0.8; |
399 | const double qb = 0.8; |
396 | double net_rad = qa + qb*rad; |
400 | double net_rad = qa + qb*rad; |
397 | 401 | ||
398 | //: Landsberg original: const double e20 = 2.2; //rate of change of saturated VP with T at 20C
|
402 | //: Landsberg original: const double e20 = 2.2; //rate of change of saturated VP with T at 20C
|
399 | const double VPDconv = 0.000622; //convert VPD to saturation deficit = 18/29/1000 |
403 | const double VPDconv = 0.000622; //convert VPD to saturation deficit = 18/29/1000 |
400 | const double latent_heat = 2460000.; // Latent heat of vaporization. Energy required per unit mass of water vaporized [J kg-1] |
404 | const double latent_heat = 2460000.; // Latent heat of vaporization. Energy required per unit mass of water vaporized [J kg-1] |
401 | 405 | ||
402 | double gBL = Model::settings().boundaryLayerConductance; // boundary layer conductance |
406 | double gBL = Model::settings().boundaryLayerConductance; // boundary layer conductance |
403 | 407 | ||
404 | // canopy conductance.
|
408 | // canopy conductance.
|
405 | // The species traits are weighted by LAI on the RU.
|
409 | // The species traits are weighted by LAI on the RU.
|
406 | // maximum canopy conductance: see getStandValues()
|
410 | // maximum canopy conductance: see getStandValues()
|
407 | // current response: see calculateSoilAtmosphereResponse(). This is basically a weighted average of min(water_response, vpd_response) for each species
|
411 | // current response: see calculateSoilAtmosphereResponse(). This is basically a weighted average of min(water_response, vpd_response) for each species
|
408 | double gC = mAvgMaxCanopyConductance * combined_response; |
412 | double gC = mAvgMaxCanopyConductance * combined_response; |
409 | 413 | ||
410 | 414 | ||
411 | double defTerm = mAirDensity * latent_heat * (vpd_mbar * VPDconv) * gBL; |
415 | double defTerm = mAirDensity * latent_heat * (vpd_mbar * VPDconv) * gBL; |
412 | 416 | ||
413 | // with temperature-dependent slope of vapor pressure saturation curve
|
417 | // with temperature-dependent slope of vapor pressure saturation curve
|
414 | // (following Allen et al. (1998), http://www.fao.org/docrep/x0490e/x0490e07.htm#atmospheric%20parameters)
|
418 | // (following Allen et al. (1998), http://www.fao.org/docrep/x0490e/x0490e07.htm#atmospheric%20parameters)
|
415 | // svp_slope in mbar.
|
419 | // svp_slope in mbar.
|
416 | //double svp_slope = 4098. * (6.1078 * exp(17.269 * temperature / (temperature + 237.3))) / ((237.3+temperature)*(237.3+temperature));
|
420 | //double svp_slope = 4098. * (6.1078 * exp(17.269 * temperature / (temperature + 237.3))) / ((237.3+temperature)*(237.3+temperature));
|
417 | 421 | ||
418 | // alternatively: very simple variant (following here the original 3PG code). This
|
422 | // alternatively: very simple variant (following here the original 3PG code). This
|
419 | // keeps yields +- same results for summer, but slightly lower values in winter (2011/03/16)
|
423 | // keeps yields +- same results for summer, but slightly lower values in winter (2011/03/16)
|
420 | double svp_slope = 2.2; |
424 | double svp_slope = 2.2; |
421 | 425 | ||
422 | double div = (1. + svp_slope + gBL / gC); |
426 | double div = (1. + svp_slope + gBL / gC); |
423 | double Etransp = (svp_slope * net_rad + defTerm) / div; |
427 | double Etransp = (svp_slope * net_rad + defTerm) / div; |
424 | double canopy_transpiration = Etransp / latent_heat * daylength; |
428 | double canopy_transpiration = Etransp / latent_heat * daylength; |
425 | 429 | ||
426 | // calculate reference evapotranspiration
|
430 | // calculate reference evapotranspiration
|
427 | // see Adair et al 2008
|
431 | // see Adair et al 2008
|
428 | const double psychrometric_const = 0.0672718682328237; // kPa/degC |
432 | const double psychrometric_const = 0.0672718682328237; // kPa/degC |
429 | const double windspeed = 2.; // m/s |
433 | const double windspeed = 2.; // m/s |
430 | double net_rad_mj_day = net_rad*daylength/1000000.; // convert W/m2 again to MJ/m2*day |
434 | double net_rad_mj_day = net_rad*daylength/1000000.; // convert W/m2 again to MJ/m2*day |
431 | double et0_day = 0.408*svp_slope*net_rad_mj_day + psychrometric_const*900./(temperature+273.)*windspeed*climate->vpd; |
435 | double et0_day = 0.408*svp_slope*net_rad_mj_day + psychrometric_const*900./(temperature+273.)*windspeed*climate->vpd; |
432 | double et0_div = svp_slope+psychrometric_const*(1.+0.34*windspeed); |
436 | double et0_div = svp_slope+psychrometric_const*(1.+0.34*windspeed); |
433 | et0_day = et0_day / et0_div; |
437 | et0_day = et0_day / et0_div; |
434 | mET0[climate->month-1] += et0_day; |
438 | mET0[climate->month-1] += et0_day; |
435 | 439 | ||
436 | if (mInterception>0.) { |
440 | if (mInterception>0.) { |
437 | // we assume that for evaporation from leaf surface gBL/gC -> 0
|
441 | // we assume that for evaporation from leaf surface gBL/gC -> 0
|
438 | double div_evap = 1. + svp_slope; |
442 | double div_evap = 1. + svp_slope; |
439 | double evap_canopy_potential = (svp_slope*net_rad + defTerm) / div_evap / latent_heat * daylength; |
443 | double evap_canopy_potential = (svp_slope*net_rad + defTerm) / div_evap / latent_heat * daylength; |
440 | // reduce the amount of transpiration on a wet day based on the approach of
|
444 | // reduce the amount of transpiration on a wet day based on the approach of
|
441 | // Wigmosta et al (1994). see http://iland.boku.ac.at/water+cycle#transpiration_and_canopy_conductance
|
445 | // Wigmosta et al (1994). see http://iland.boku.ac.at/water+cycle#transpiration_and_canopy_conductance
|
442 | 446 | ||
443 | double ratio_T_E = canopy_transpiration / evap_canopy_potential; |
447 | double ratio_T_E = canopy_transpiration / evap_canopy_potential; |
444 | double evap_canopy = qMin(evap_canopy_potential, mInterception); |
448 | double evap_canopy = qMin(evap_canopy_potential, mInterception); |
445 | 449 | ||
446 | // for interception -> 0, the canopy transpiration is unchanged
|
450 | // for interception -> 0, the canopy transpiration is unchanged
|
447 | canopy_transpiration = (evap_canopy_potential - evap_canopy) * ratio_T_E; |
451 | canopy_transpiration = (evap_canopy_potential - evap_canopy) * ratio_T_E; |
448 | 452 | ||
449 | mInterception -= evap_canopy; // reduce interception |
453 | mInterception -= evap_canopy; // reduce interception |
450 | mEvaporation = evap_canopy; // evaporation from intercepted water |
454 | mEvaporation = evap_canopy; // evaporation from intercepted water |
451 | 455 | ||
452 | }
|
456 | }
|
453 | return canopy_transpiration; |
457 | return canopy_transpiration; |
454 | }
|
458 | }
|
455 | 459 | ||
456 | } // end namespace |
460 | } // end namespace |
457 | 461 |