Quantifying the Role of Agricultural Groundwater Use for ...
Transcript of Quantifying the Role of Agricultural Groundwater Use for ...
Quantifying the Role of Agricultural Groundwater
Use for Drought Mitigation
Sasha Richey, Muhammad Barik, Begum Rushi, Keyvan Malek
Washington State University
Background to CRB
• 4th largest river in the U.S.; 259,500 mi2
• Over 37,000 MW of installed hydro capacity
• 1909 Boundary Waters Treaty Columbia River Treaty (1964) = increased hydro and flood control
BACKGROUND
Background to CRB
BACKGROUND
2013 Crop Value: ~$1bil
78.7% U.S.
2013 Crop Value: ~$2.9bil
2015 economic lossesWheat: $212.5milApples: $86.52mil
WSDA, 2015 Publication No. [AGR PUB 104-495]
Groundwater in the CRB
Columbia Plateau Regional
Aquifer System
• 44,000 mi2
• Overlying sedimentary deposits, underlying CRBG
• 26% irrigation water use from CPRAS in 1985-2007 (1.4 MAF of 5.3 MAF total) [Vaccaro et al., 2015]
BACKGROUND Vaccaro et al., 2015, USGS PP 1817
History of Drought
BACKGROUND
Goal and Methods
What tools can we use to quantify the role of groundwater in the CRB?
Does the role of groundwater change during drought?
Goal and Methods
What tools can we use to quantify the role of groundwater in the CRB?
Does the role of groundwater change during drought?
• VIC-CropSyst
• GRACE
• Reports
• Additional Studies
• Emergency well authorizations
Water Balance Equations
𝑑𝑆
𝑑𝑡= 𝑃 − 𝐸𝑇 − 𝑄
𝑑𝑆
𝑑𝑡=𝑑𝑆𝑊
𝑑𝑡+𝑑𝑆𝑀
𝑑𝑡+𝑑𝑆𝑊𝐸
𝑑𝑡+𝑑𝐺𝑊
𝑑𝑡
METHODS
Water Balance Equations
𝑑𝑆
𝑑𝑡= 𝑃 − 𝐸𝑇 − 𝑄
𝑑𝑆
𝑑𝑡=𝑑𝑆𝑊
𝑑𝑡+𝑑𝑆𝑀
𝑑𝑡+𝑑𝑆𝑊𝐸
𝑑𝑡+𝑑𝐺𝑊
𝑑𝑡
METHODS
GRACE ColSIM,Yak-RiverWare
VIC-CropSyst VIC-CropSyst Unknown
ColSIM,Yak-RiverWareVIC-CropSystVIC-CropSyst
Model Overview: VIC-CropSyst
METHODS
VIC: HydrologyLiang et al, 1994 and Elsner et al, 2010
CropSyst:Cropping Systems
Stockle and Nelson 1994
Crop TypesBlueberry Seed_SodGrass Peaches SugarBeetSeed Peas
Cranberry Alfalfa Pear SwissChardSeed PeaGreen
Strawberries AlfalfaOrGrassHay Walnuts BeanSeed Peppers
Caneberry CloverHay OthTreeFruits MustardSeed Potatoes
Barley GrassHay OthTreeNuts CilantroSeed Rhubarb
Buckwheat Sorghum OrchardUnknown FescueSeed Squash
Corn Sudangrass AlfalfaSeed GrassSeed Sugarbeets
CornUnknown Timothy BeetSeed Asparagus Radish
Oats Herbs BluegrassSeed DryBeans Dill
Rye OtherCrops BromegrassSeed BeanGreen Canola
Triticale Hops BrusselsSproutsSeed Broccoli Mustard
SpgWheat Watermelon CarrotSeed Cabbage Camelina
WinWheat Mint CornSeed Carrots RapeSeed
DurWheat Pasture OnionSeed Cauliflower Safflower
OthSmallGrains NLCDPasture_Hay PeaSeed Chickpea GrapeJuice
Sunflowers OtherHays PotatoSeed SweetCorn Grapes
CerealGrainUnknown Pasture_Grass RadishSeed Cucumber
BulbTulip Apples RyegrassSeed Garlic
BulbDaffodil CherryOrchard SafflowerSeed Lentils
CloverWildflowers NectarineOrPeach SpinachSeed Onions
Model Overview: VIC-CropSyst
METHODS Adam et al., 2014; Liu et al., 2014
ColSim [Hamlet & Lettenmaier, 1999] and Yakima-RiverWare provide reservoir dynamics and streamflow
Water Balance Equations
𝑑𝑆
𝑑𝑡= 𝑃 − 𝐸𝑇 − 𝑄
𝑑𝑆
𝑑𝑡=𝑑𝑆𝑊
𝑑𝑡+𝑑𝑆𝑀
𝑑𝑡+𝑑𝑆𝑊𝐸
𝑑𝑡+𝑑𝐺𝑊
𝑑𝑡
METHODS
Water Balance Equations
𝑑𝑆
𝑑𝑡= 𝑃 − 𝐸𝑇 − 𝑄
𝑑𝑆
𝑑𝑡=𝑑𝑆𝑊
𝑑𝑡+𝑑𝑆𝑀
𝑑𝑡+𝑑𝑆𝑊𝐸
𝑑𝑡+𝑑𝐺𝑊
𝑑𝑡
METHODS
GRACE ColSIM,Yak-RiverWare
VIC-CropSyst VIC-CropSyst Unknown
ColSIM,Yak-RiverWareVIC-CropSystVIC-CropSyst
GRACE in the CRB
METHODS
ΔGW
ΔSM
Modeled Water Balance Components: CRB
RESULTS
𝑑𝐺𝑊
𝑑𝑡=𝑑𝑆
𝑑𝑡− (
𝑑𝑆𝑊
𝑑𝑡+𝑑𝑆𝑀
𝑑𝑡+𝑑𝑆𝑊𝐸
𝑑𝑡)
GRACE ColSIM,YakRW
VIC-CropSyst
VIC-CropSyst
RESULTS
𝑑𝐺𝑊
𝑑𝑡=𝑑𝑆
𝑑𝑡− (
𝑑𝑆𝑊
𝑑𝑡+𝑑𝑆𝑀
𝑑𝑡+𝑑𝑆𝑊𝐸
𝑑𝑡)
GRACE ColSIM,YakRW
VIC-CropSyst
VIC-CropSyst
Modeled Water Balance Components: CPRAS
Solving for GW
RESULTS
𝑑𝐺𝑊
𝑑𝑡=𝑑𝑆
𝑑𝑡− (
𝑑𝑆𝑊
𝑑𝑡+𝑑𝑆𝑀
𝑑𝑡+𝑑𝑆𝑊𝐸
𝑑𝑡)
GRACE ColSIM,YakRW
VIC-CropSyst
VIC-CropSyst
Modeled Irrigation Demand
RESULTS
dGW/dt and Irrigation Demand
RESULTS
WA Forecast-Draft GW Report
RESULTS
• Majority of GW use is from the CPRAS
• Highlighted regions have long term declines• Largest in Southwest Flank
of the Rattlesnake Hills in the Yakima Valley and in the Odessa Subarea
• Integrated groundwater assessment will be included in the next Forecast (2021)
WA Emergency Well Authorizations
• 2001: 34437.10245 AF
• 2005: 332.1238 AF
• 2015 (1/3): 1511.284 AF
RESULTS
Summary
• GRACE and VIC-CropSystgenerally match on dS/dt
• dGW/dt needs to be ground truthed over consistent region
• Modeled irrigation demand magnitude is small
• Reported emergency drought well magnitude is very small… supplemental rights?
• Investigate role of water transfers, on-farm storage ponds, etc. on total signal
• Not a clear consensus on the role of groundwater in CRB or drought… yet! • But not as significant as in CA
[crop]details_URL=http://en.wikipedia.org/wiki/Barleydescription=Barley (Hordeum vulgare)canopy_growth=canopy_coverharvested_part=grainC_species=C3life_cycle=annualstem_type=herbaceous[emergence]model=thermal_time[growth]TUE_equation=TUE_curveTUE_scaling_coef=0.6 (Note, in V.B. version this is entered as negative value)TUE_scaling_coef_veg=0.6 (Note, in V.B. version this is entered as negative value)TUE_at_1pKa_VPD=4.8TUE_at_1pKa_VPD_veg=4.8RUE_PAR=2.8RUE_basis=photosynthetically_active_radiationLWP_reduces_canopy_expansion=-1000LWP_stops_canopy_expansion=-1300early_growth_limit_temp=8[transpiration]ET_crop_coef=1.14
max_water_uptake=13.0000000000 Maximum water uptakestomatal_closure_leaf_water_pot=-1300wilt_leaf_water_pot=-2000[canopy_cover]initial_cover=0.05maximum_cover=0.8mature_green_cover=0.3mature_total_cover=0.7[phenology]maturity_significant=trueemergence=24flowering=630peak_LAI=600filling=680maturity=1115senescence=720tuber_init=resolution=daybase_temp=3cutoff_temp=25maximum_temp=25[root]root_sensitivity_water_stress=0.2max_root_depth=1.5root_length_at_emergence=12 //cm root_depth_emerge - sow_depthsow_depth= 0.08
root_density_distribution_curvature=0.00001[morphology]max_canopy_height=1[inactive_period]consider_inactive_days=7 at end or restart of growth activityinducement_temperature=5.0minimum_duration=[season]start_DOY_WA=105start_DOY_ID=105start_DOY_OR=105duration_WA=100duration_OR=100duration_ID=100[harvest]unstressed=0.45translocation_max=0.35[CO2]growth_ratio_elevated_to_baseline_ppm=1.2elevated_reference_conc=600baseline_reference_conc=360
Reservoir Modeling