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Cold and Arid Regions Environmental and Engineering Research Institute, CAS
Measurement of Water Cycle
Xin Li 李 新
3.2 Soil moisture
Observations of soil moisture from the ground to the space
Heye et al., 2009
• Direct method– Gravimetric method
• Indirect– Tensiometric (energy status – related to moisture)
• Tensiometers• Resistance blocks• Psycrometer…
– Volumetric• Nuclear method (Neutron probe)• Dielectric methods
– Time Domain Reflectometry (TDR)– Frequency Domain Reflectometry (FDR)– Capacitance, TDT, ADR, Phase Transmission
• Other
Measurement method of Soil moisture
TDT
FDR
TDR
by Rui Jin
COSMOS— COsmic-ray Soil Moisture Observing System
Space:Incoming high-energy cosmic-ray proton
Atmosphere:Generation of secondary cosmic rays
Ground:Slowing down thermalizationand absorption
Cosmic Ray measures the 12 cm~76 cm soil moisture in a 600 m radius The data can be obtained in hourly step
by Rui Jin
Hi-WATER
Wireless sensor network
communication:IPV6, GPRS, Radio, 2.4G observation: soil temperature, soil moisture, soil conductivity,
dielectric constant, air temperature/humidity, wind speed/direction, LST, snow depth and precipitation
solar panel + storage battery
WATERNET
Sensor Spatial resolution
Temporal resolution Accuracy example
radiometer 25-50km daily high AMSR-E、SMOS
scatterometer 25-50km daily moderate ASCAT
SAR 30m~1000m Tens of days moderate ASAR、RADARSAT-2
optical 1000m daily moderate MODIS、ASTER
SMAP: Soil Moisture Active & PassiveLaunch in 2015,3~40km,~3 days,L-band
use L-band combine the passive and active microwave fuse the NIR-TIR observation
SMOS: Soil Moisture and Ocean SalinityLaunch in 2009,40km,~3 days,L-band
Tb(-)Tb(+)=(1-Γ)*Tb(-)
Surface Scattering
Volume Scattering
Tb(-)Tb(+)=(1-Γ)*Tb(-)
Surface Scattering
Volume Scattering
Very Dry Condition
Tb(-)Tb(+)=(1-Γ)*Tb(-)
Surface Scattering
Volume Scattering
Wet Condition
Soil Moisutre
Em
issi
vity
May 01-10 May11-20 May 21-31 Jun 01-10 Jun 01-10
Jun 21-30 Jul1 01-20 Jul 11-21 Jul 21-31 Aug 01-10
Aug 11-20 Aug 21-31 Sep 01-10 Sep 11-20 Sep 21-30
Soil moisture: GAME-Tibet meso-scale experiment May-October 199810 day composite
0.0
VWC
y = 0.9636x - 0.05
0.00
0.10
0.20
0.30
0.40
0.50
0.00 0.10 0.20 0.30 0.40 0.50Mv (Obs. at 4cm depth)
Mv
(LU
T)
0.5
0.4
0.3
0.2
0.1
0.0
Detect soil freeze/thaw from passive microwave remote sensing
Start date of soil freeze
Soil freeze/thaw data set derivedfrom PM remote sensing
Frozen days (2002/10/01-2003/09/30)
FreezeThawDesertPrecipitationJin et al., 2009
SMAP mission
45
3.3 Evapotranspiration
ET measurement
methods
Liquid water consumption
Water vapor transmission
Water balance method
Plant physiological method, such asTDP(Thermal dissipation sap flow velocity probe)
Eddy covariance system
Bowen ratio-energy balance method
Air dynamics method
Resistance method
Scintillometer
Field water balance method
Zero flux plane method
Evaporation pan, evaporation pool
Lysimeter
Evaporator
Ground measurements
by Prof. Shaomin Liu
Lysimeter
Sketch map of lysimeter
P: precipitation; I: irrigation; Pa: infiltration recharge; Eg: consumptionof groundwater; Δw:the change in water storage。
Measuring ET, groundwater evaporation consumption, infiltration, etc.
by Prof. Shaomin Liu
Weighting lysimeterThe surface area of Lysimeter isusually 1-5 m2, 1-2 m depth, withthe accuracy of 0.02 mm (weighting34 tons) and resolution of 60 g. Themeasuring period is less than 1 h.
Representative?Environmental factors?
by Prof. Shaomin Liu
Graswang
ΔTem
p ~ 0.6 °C
ΔN
S ~ 70 mm
ΔTem
p ~ 2.5 °C
ΔN
S ~ 480 mm
Bad Lauchstädt
Sauerbach
Schäfertal
Rottenbuch
Fendt
Wüstebach
Rollesbroich
Sehlhausen
Lysimeter-Network TERENO SoilCan
ΔTem
p ~ 3.7 °C
ΔTem
p ~ 3.0 °C
ΔN
S ~ 160 mm
ΔN
S ~ 880 mm
Demmin
Dedelow
Scheyern
From Harry Vereechen
EC is a fast response instrument, and can measure of verticaland horizontal velocity components, temperature, water vapor,carbon dioxide directly. The sampling frequency is usually at 10-20 Hz with the average period of 30 min, which can capture themain turbulent eddies contributions. The flux (H, LE, carbondioxide) can be obtained by calculation of the covariance ofvertical velocity and related scalars.
Eddy Covariance system(EC)
-4
-2
0
2
4
6
8
10
Umean (m/s)
CO2 (100g/m3)
H2O (g/m3)
T (°C)
W (m/s)
Raw data measured by eddy covariance system (Tongyu station: 10:00-10:05 on 20 Oct., 2002) by Prof. Shaomin Liu
The turbulent fluxes can be obtained from the calculation of the covariance between vertical velocity and related scalars.
ρ : air density; w’: vertical velocity fluctuation, C’: related scalarfluctuation.
A series basic assumptions behind:(1) Stationary turbulence;(2) Horizontal homogeneity(advection not included);(3) Constant flux layer exists;(4) Eddies at all scales are sensed;(5) Sensed flux is representative of the underlying surface.
However, the assumptions cannot meet in the reality. Thus,there will be large errors if necessary corrections are not applied .
[Swinbank, 1951]
Eddy covariance system
Energy imbalance?The energy cannot be captured from larger eddies and secondary circulations contributions.
Limitations in LAS (scintillometer) observation: meteorological limitations in long term operations (precipitation, poor visibility, weak turbulence, etc) and methodological limitations (signal saturation, inner-scale dependence of the signal, and tower vibrations).
3.4 Snow
Snowfall
Original photo, US Weather Bureau, 1917 in “Boy with Weather Men” p. 224
A batch of snow gauges at NCAR's Marshall Field Site—includes an example of the world's accepted standard for snow-gauge shielding, the Double Fence IntercomparisonReference (foreground). (Image courtesy Roy Rasmussen, NCAR.)
The T-200 precipitation gauge with unconstrained-baffle alter shield, located in Binggouwatershed, China
Snow water equivalentContactless measurementContact measurement
GMON observation
Ground based microwave observation
Snow pillow
Contact measurement: destroyed underlying conditionlow accuracy for shallow snowpackinfluenced by wind
Contactless measurement: original underlying conditionfine accuracy for most snowpacknot influenced by wind and other factors by Hongyi Li
Snow density and water content Snowfork
SPA, snow pack analyzer
Snow consists out of ice,water and air. Measuringthe complex dielectricitywith at least twofrequencies allows toestimate the volumecontents of the individualcomponent.
by Hongyi Li
Synthesis snow observation