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1:1.2.5 Daily Net Radiation

Net radiation requires the determination of both incoming and reflected short-wave radiation and net long-wave or thermal radiation. Expressing net radiation in terms of the net short-wave and long-wave components gives:

Hnet=Hday↓−α∗Hday↑+HL↓−HL↑H_{net}=H_{day}\downarrow-\alpha*H_{day}\uparrow+H_L\downarrow-H_L\uparrowHnet​=Hday​↓−α∗Hday​↑+HL​↓−HL​↑ 1:1.2.11

or

Hnet=(1−α)Hday+HbH_{net} = (1-\alpha) H_{day} + H_bHnet​=(1−α)Hday​+Hb​ 1:1.2.12

where HnetH_{net}Hnet​ is the net radiation (MJm−2d−1MJ m^{-2} d^{-1}MJm−2d−1), HdayH_{day}Hday​ is the short-wave solar radiation reaching the ground (MJm−2d−1MJ m^{-2} d^{-1}MJm−2d−1), is the short-wave reflectance or albedo, HLH_LHL​ is the long-wave radiation (MJm−2d−1MJ m^{-2} d^{-1}MJm−2d−1), is the net incoming long-wave radiation () and the arrows indicate the direction of the radiation flux.

hashtag
1:1.2.5.1 Net Short-Wave Radiation

Net short-wave radiation is defined as . SWAT+ calculates a daily value for albedo as a function of the soil type, plant cover, and snow cover. When the snow water equivalent is greater than 0.5 mm,

1:1.2.13

When the snow water equivalent is less than 0.5 mm and no plants are growing in the HRU,

1:1.2.14

where is the soil albedo. When plants are growing and the snow water equivalent is less than 0.5 mm,

1:1.2.15

where is the plant albedo (set at 0.23), and is the soil cover index. The soil cover index is calculated

1:1.2.16

where is the aboveground biomass and residue ().

hashtag
1:1.2.5.2 Net Long-Wave Radiation

Long-wave radiation is emitted from an object according to the radiation law:

1:1.2.17

where is the radiant energy (, is the emissivity, is the Stefan-Boltzmann constant (, and is the mean air temperature in Kelvin (273.15 + ). Net long-wave radiation is calculated using a modified form of equation 1:1.2.17 (Jensen et al., 1990):

1:1.2.18

where is the net long-wave radiation (), is a factor to adjust for cloud cover, is the atmospheric emittance, and is the vegetative or soil emittance.

Wright and Jensen (1972) developed the following expression for the cloud cover adjustment factor, :

1:1.2.19

where and are constants, is the solar radiation reaching the ground surface on a given day (), and is the maximum possible solar radiation to reach the ground surface on a given day ().

The two emittances in equation 1:1.2.18 may be combined into a single term, the net emittance . The net emittance is calculated using an equation developed by Brunt (1932):

1:1.2.20

where and are constants and is the vapor pressure on a given day (). The calculation of is given in Chapter 1:2. Combining equations 1:1.2.18, 1:1.2.19, and 1:1.2.20 results in a general equation for net long-wave radiation:

1:1.2.21

Experimental values for the coefficients , and are presented in Table 1:1.3. The default equation in SWAT+ uses coefficient values proposed by Doorenbos and Pruitt (1977):

1:1.2.22

Table 1:1-3: Experimental coefficients for net long-wave radiation equations (from Jensen et al., 1990).

Region
(a,
b)
(a1,
b1)

Table 1:1-4: SWAT+ input variables used in net radiation calculations.

Definition
Source Name
Input Name
Input File

1:1.2.1 Extraterrestrial Radiation

The radiant energy from the sun is practically the only source of energy that impacts climatic processes on earth. The solar constant, ISC, is the rate of total solar energy at all wavelengths incident on a unit area exposed normally to rays of the sun at a distance of 1 AU from the sun. Quantifying this value has been the object of numerous studies through the years. The value officially adopted by the Commission for Instruments and Methods of Observation in October 1981 is

On any given day, the extraterrestrial irradiance (rate of energy) on a surface normal to the rays of the sun, , is:

1:1.2.1

where is the eccentricity correction factor of the earth's orbit, and

has the same units as the solar constant,
. To calculate the irradiance on a horizontal surface,
,

To calculate the irradiance on a horizontal surface, I0I_0I0​,

I0=I0ncos⁡θz=ISCE0cos⁡θzI_0 = I_{0n} \cos\theta_z = I_{SC}E_0\cos\theta_zI0​=I0n​cosθz​=ISC​E0​cosθz​ 1:1.2.2

where cosθzcos\theta_zcosθz​, is defined in equation 1:1.1.3.

The amount of energy falling on a horizontal surface during a day is given by

H0=∫SRSSI0dt=2∫0SSI0dtH_0 = \int_{SR}^{SS} I_0dt = 2 \int_0^{SS} I_0dtH0​=∫SRSS​I0​dt=2∫0SS​I0​dt 1:1.2.3

where H0H_0H0​ is the extraterrestrial daily irradiation(MJm−2d−1)(MJ m^{-2} d^{-1})(MJm−2d−1), SRSRSR is sunrise, and SSSSSS is sunset. Assuming that E0E_0E0​ remains constant during the one day time step and converting the time dtdtdt to the hour angle, the equation can be written

H0=24πISCE0∫0ωTSR(sin⁡δsin⁡ϕ+cos⁡δcos⁡ϕcos⁡ωt)dωt H_0 = \frac{24}{\pi} I_{SC}E_0\int_0^{\omega T_{SR} }(\sin\delta \sin\phi+\cos\delta\cos\phi\cos\omega t)d\omega tH0​=π24​ISC​E0​∫0ωTSR​​(sinδsinϕ+cosδcosϕcosωt)dωt 1:1.2.4

or

H0=24πISCE0[ωTSR(sin⁡δsin⁡ϕ+cos⁡δcos⁡ϕsin⁡(ωTSR))] H_0 = \frac{24}{\pi} I_{SC}E_0[{\omega T_{SR} }(\sin\delta \sin\phi+\cos\delta\cos\phi\sin(\omega T_{SR}))]H0​=π24​ISC​E0​[ωTSR​(sinδsinϕ+cosδcosϕsin(ωTSR​))] 1:1.2.5

where ISCI_{SC}ISC​ is the solar constant (4.921 MJm−2h−1MJ m^{-2} h^{-1}MJm−2h−1), E0E_0E0​ is the eccentricity correction factor of the earth's orbit, is the angular velocity of the earth's rotation (0.2618radh−10.2618 rad h^{-1}0.2618radh−1), the hour of sunrise, TSRT_{SR}TSR​, is defined by equation 1:1.1.4, δ is the solar declination in radians, and ϕ\phiϕ is the geographic latitude in radians. Multiplying all the constants together gives

H0=37.59E0[ωTSRsin⁡δsin⁡ϕ+cos⁡δcos⁡ϕsin⁡(ωTSR)] H_0 = 37.59E_0[{\omega T_{SR} }\sin\delta \sin\phi+\cos\delta\cos\phi\sin(\omega T_{SR})]H0​=37.59E0​[ωTSR​sinδsinϕ+cosδcosϕsin(ωTSR​)] 1:1.2.6

ISC=1367Wm−2=4.921MJm−2h−1I_{SC} = 1367 W m^{-2} = 4.921 MJm^{-2} h^{-1}ISC​=1367Wm−2=4.921MJm−2h−1
I0nI_{0n}I0n​
I0n=ISCE0I_{0n} = I_{SC}E_0I0n​=ISC​E0​
E0E_0E0​
I0nI_{0n}I0n​
ISCI_{SC}ISC​
ISCI_{SC}ISC​

-0.139)

England

not available

not available

(0.47,

-0.206)

England

not available

not available

(0.44,

-0.253)

Australia

not available

not available

(0.35,

-0.133)

General

(1.2

-0.2)

(0.39,

-0.158)

General-humid areas

(1.0

0.0)

General-semihumid areas

(1.1

-0.1)

tmpmin

: Daily solar radiation reaching the earth’s surface ()

solrad

slr

HbH_bHb​
MJm−2d−1MJ m^{-2} d^{-1}MJm−2d−1
(1−α)Hday(1-\alpha) H_{day}(1−α)Hday​
α=0.8\alpha=0.8α=0.8
α=αsoil\alpha=\alpha_{soil}α=αsoil​
αsoil\alpha_{soil}αsoil​
α=αplant(1−covsol)+αsoilcovsol\alpha=\alpha_{plant} (1-cov_{sol})+\alpha_{soil} cov_{sol}α=αplant​(1−covsol​)+αsoil​covsol​
αplant\alpha_{plant}αplant​
covsolcov_{sol}covsol​
covsol=exp(−5.0X10−5∗CV)cov_{sol}=exp(-5.0X10^{-5}*CV)covsol​=exp(−5.0X10−5∗CV)
CVCVCV
kgha−1kg ha^{-1}kgha−1
HR=εσTK4H_R=\varepsilon \sigma T_K^{4}HR​=εσTK4​
HRH_RHR​
MJm−2d−1)MJ m^{-2} d^{-1})MJm−2d−1)
ε\varepsilonε
σ\sigmaσ
4.90310−9MJm−2K−4d−1)4.903 10^{-9} MJ m^{-2} K^{-4} d^{-1})4.90310−9MJm−2K−4d−1)
TKT_KTK​
°C\degree C°C
Hb=fcld(εa−εvs)σTK4H_b=f_{cld} (\varepsilon_a -\varepsilon_{vs}) \sigma T_K^{4}Hb​=fcld​(εa​−εvs​)σTK4​
HbH_bHb​
MJm−2d−1MJ m^{-2} d^{-1}MJm−2d−1
fcldf_{cld}fcld​
εa\varepsilon_aεa​
εvs\varepsilon_{vs}εvs​
fcldf_{cld}fcld​
fcld=aHdayHMX−bf_{cld}=a \frac{H_{day}}{H_{MX}}-bfcld​=aHMX​Hday​​−b
aaa
bbb
HdayH_{day}Hday​
MJm−2d−1MJ m^{-2}d^{-1}MJm−2d−1
HMXH_{MX}HMX​
MJm−2d−1MJ m^{-2}d^{-1}MJm−2d−1
ε′\varepsilon'ε′
ε′=εa−εvs=−(a1+b1(e))\varepsilon'=\varepsilon_a-\varepsilon_{vs}=-(a_1+b_1 \sqrt{(e)})ε′=εa​−εvs​=−(a1​+b1​(e)​)
a1a_1a1​
b1b_1b1​
eee
kPakPakPa
eee
Hb=−[aHdayHMX−b][a1+b1(e)]σTk4H_b=-[a \frac{H_{day}}{H_{MX}}-b] [a_1+b_1 \sqrt{(e)}] \sigma T_k^4Hb​=−[aHMX​Hday​​−b][a1​+b1​(e)​]σTk4​
a,b,a1a,b,a_1 a,b,a1​
b1b_1b1​
Hb=−[0.9HdayHMX+0.1][0.34−0.139(e)]σTk4H_b=-[0.9 \frac{H_{day}}{H_{MX}}+0.1] [0.34-0.139\sqrt{(e)}] \sigma T_k^4Hb​=−[0.9HMX​Hday​​+0.1][0.34−0.139(e)​]σTk4​

Davis, California

(1.35,

-0.35)

(0.35,

-0.145)

Southern Idaho

(1.22,

-0.18)

αsoil\alpha_{soil}αsoil​: moist soil albedo

alb

alb

soils.sol

TmxT_{mx}Tmx​: Daily maximum temperature (°C\degree C°C)

max temp

tmpmax

.tmp

TmnT_{mn}Tmn​: Daily minimum temperature (°C\degree C°C)

(0.325,

min temp

HdayH_{day}Hday​
MJm−2d−1MJ m^{-2}d^{-1}MJm−2d−1
.tmp
.slr

1:1.2 Solar Radiation

1:1.2.3 Daily Solar Radiation

The solar radiation reaching the earth's surface on a given day, HdayH_{day}Hday​, may be less than HmxH_{mx}Hmx​ due to the presence of cloud cover. The daily solar radiation data required by SWAT+ may be read from an input file or generated by the model.

The variable slr in the master weather station (weather-sta.cli) file identifies the method used to obtain solar radiation data. To read in daily solar radiation data, the slr variable is set to the name of the solar radiation data file. To generate daily solar radiation values, set the name of the solar radiation input file (slr) to sim. The equations used to generate solar radiation data in SWAT+ are reviewed in Chapter 1:3. SWAT+ input variables that pertain to solar radiation are summarized in Table 1:1-2.

Table 1:1-2: SWAT+ input variables used in solar radiation calculations.

Definition
Source Name
Input Name
Input File

See the description for the .slr files on the page for input and format requirements if measured daily solar radiation data is being used.

1:1.2.2 Solar Radiation under Cloudless Skies

When solar radiation enters the earth's atmosphere, a portion of the energy is removed by scattering and adsorption. The amount of energy lost is a function of the transmittance of the atmosphere, the composition and concentration of the constituents of air at the location, the path length the radiation travels through the air column, and the radiation wavelength.

Due to the complexity of the process and the detail of the information required to accurately predict the amount of radiant energy lost while passing through the atmosphere, SWAT+ makes a broad assumption that roughly 20% of the extraterrestrial radiation is lost while passing through the atmosphere under cloudless skies. Using this assumption, the maximum possible solar radiation, , at a particular location on the earth's surface is calculated as:

1:1.2.7

where the maximum possible solar radiation, , is the amount of radiation reaching the earth's surface under a clear sky ().

HMXH_{MX}HMX​
HMX=30.0E0[ωTSRsin⁡δsin⁡ϕ+cos⁡δcos⁡ϕsin⁡(ωTSR)] H_{MX} = 30.0E_0[{\omega T_{SR} }\sin\delta \sin\phi+\cos\delta\cos\phi\sin(\omega T_{SR})]HMX​=30.0E0​[ωTSR​sinδsinϕ+cosδcosϕsin(ωTSR​)]
HMXH_{MX}HMX​
MJm−2d−1MJ m^{-2} d^{-1}MJm−2d−1

Latitude of the solar radition station (degrees).

lat

lat

Name of measured solar radiation input file (.slr) to simulate set to "sim"

sgage

slr

slr.cli
slr.cli
weather-sta.cli

1:1.2.4 Hourly Solar Radiation

The extraterrestrial radiation falling on a horizontal surface during one hour is given by the equation:

I0=ISCE0(sin⁡δsin⁡ϕ+cos⁡δcos⁡ϕcos⁡ωt)I_0=I_{SC}E_0(\sin\delta\sin\phi+\cos\delta\cos\phi\cos\omega t)I0​=ISC​E0​(sinδsinϕ+cosδcosϕcosωt) 1:1.2.8

where I0I_0I0​ is the extraterrestrial radiation for 1 hour centered around the hour angle ωt\omega tωt.

An accurate calculation of the radiation for each hour of the day requires a knowledge of the difference between standard time and solar time for the location. SWAT+ simplifies the hourly solar radiation calculation by assuming that solar noon occurs at 12:00pm local standard time.

When the values of I0I_0I0​ calculated for every hour between sunrise and sunset are summed, they will equal the value of H0H_0H0​. Because of the relationship between I0I_0I0​ and , it is possible to calculate the hourly radiation values by multiplying by the fraction of radiation that falls within the different hours of the day. The benefit of this alternative method is that assumptions used to estimate the difference between maximum and actual solar radiation reaching the earth’s surface can be automatically incorporated in calculations of hourly solar radiation at the earth’s surface.

SWAT+ calculates hourly solar radiation at the earth’s surface with the equation:

1:1.2.9

where is the solar radiation reaching the earth’s surface during a specific hour of the day (), is the fraction of total daily radiation falling during that hour, and is the total solar radiation reaching the earth’s surface on that day.

The fraction of total daily radiation falling during an hour is calculated

1:1.2.10

where is the solar time at the midpoint of hour .

H0H_0H0​
H0H_0H0​
Ihr=IfracHdayI_{hr}=I_{frac} H_{day}Ihr​=Ifrac​Hday​
IhrI_{hr}Ihr​
MJm−2hr−1MJ m^{-2}hr^{-1}MJm−2hr−1
IfracI_{frac}Ifrac​
HdayH_{day}Hday​
Ifrac=(sin⁡δsin⁡ϕ+cos⁡δcos⁡ϕcos⁡ωti)∑t=SRSS(sin⁡δsin⁡ϕ+cos⁡δcos⁡ωt)I_{frac}=\frac {\displaystyle(\sin\delta\sin\phi + \cos\delta\cos\phi\cos\omega t_i)} {\displaystyle\sum_{t=SR}^{SS}(\sin\delta\sin\phi+\cos\delta\cos\omega t)}Ifrac​=t=SR∑SS​(sinδsinϕ+cosδcosωt)(sinδsinϕ+cosδcosϕcosωti​)​
tit_iti​
iii