Agricultural sensitivity to climate change and water resources interactions in the San Joaquin Valley, Calif. and system resilience offered by adaptation strategies

National Institute of Food and Agriculture
National Institute of Food and AgricultureNational Institute of Food and Agriculture
Agricultural sensitivity
to climate change and water resources interactions
in the San Joaquin Valley, Calif. and
system resilience offered by adaptation strategies
Presenter:
Philip Bachand
Bachand & Associates
530-758-1336
philip@bachandassociates.com
12/22/2016 1
Critically
Overdrafted
Groundwater
Basins, 2016
12/22/2016 2
Management
Plan
Climate Change
Local
Adaptation
Regional
Adaptation
Reservoir
Management
Rain / Snow
Runoff
Temp / Precipitation / ET / CO2
Land UseGroundwater
Supplies
Surface
Water
Supplies
Water Transfers
Conjunctive Use
Recharge and
Withdrawals
ISNOBAL
CalSim
C2VSIM
WUE
NUE
CO2 fertilization
Ag Literature and Databases
Cultural
Practices
Crop Yield
Water
Resources
Water Quality
Outcomes
Anthropogenic Feedback
Mechanisms
Estimated NPV:
Total and by groups
and subwatersheds
Economic Model
WARMF
Land Use
Precip
SJV Stream
flow and
quality
Irrigation
Fertilization
Tetra Tech
Sujoy Roy, pH.D., Lead
TASK 3
Tetra Tech and UC Davis LAWR
Philip Bachand, pH.D., Lead
TASK 5
UC Davis LAWR and Tetra Tech
Dr. Lucas Silva, pH.D. Lead
TASK 1
Systech and
Tetra Tech
Joel Herr, Lead
TASK 3
UC Merced and Tetra Tech
Prof Rob Rice, pH.D. Lead
TASK 2
UCD ARE
Dr Leslie Butler, Lead
TASK 4
Key questions identified in the proposal
• What magnitude of change is required in water management to
address changes in precipitation timing, frequency and type, and in
snowpack water storage?
• What cropping strategies are likely to sustainably mitigate climate
change pressures and how will those affect crop distribution in the
SJV?
• How sensitive, robust and resilient are these cropping strategies to
the evolving climate change / water paradigm?
• What are the economics behind adaptation strategies at the local and
regional scale?
12/22/2016 4
Reservoir Operation - Today
Surface
Water
Supply Demand
Oct Nov Dec Jan Feb Mar Apr May Jun July Aug Sep
Reservoirs
• Surface Water Supply
• From Sierra runoff
• Demand
• Agricultural demand dominates
demand
• Reservoirs
• Managed to mitigate floods and
meet demand curve
12/22/2016 5
Reservoir Operation - Today
Surface
Water
Supply
Oct Nov Dec Jan Feb Mar Apr May Jun July Aug Sep
Reservoirs
• Surface Water Supply
• From Sierra runoff
• Demand
• Agricultural demand dominates
demand
• Reservoirs
• Managed to mitigate floods and
meet demand curve
12/22/2016 6
Groundwater
Demand
Watershed of the
Sacramento-San Joaquin
Delta and Regions that Use
Delta Water CVP Target--
• Serves 2M Ac Irr. Ag
• Delivers 7M Ac-ft
• 70% to Ag
• 9% to Urban
• 11% to wildlife
State Target --
• Serves 0.75M Ac Irr. Ag
• Delivers 3M Ac-ft
• 30% to Ag
• 70% to Urban
Total SWP Annual Delivery (1000 Ac-FT), DWR 2015
12/22/2016 7
2014 Sustainable Groundwater Management Act
(SGMA)
Sustainable Yields & Undesirable Results
• “Sustainable yield,” according to the SGMA, means the maximum quantity
of water – calculated over a base period representative of long-term
conditions in the basin that can be withdrawn annually from a
groundwater supply without causing an undesirable result.
• Undesirable Results:
 Chronic lowering of groundwater levels (excluding reductions in groundwater
levels during drought if offset during other periods)
 Significant and unreasonable reductions in groundwater storage;
 …. seawater intrusion;
 …. degradation of water quality;
 …. land subsidence; and
 Surface water depletions that have significant and unreasonable adverse impacts
on beneficial uses.
12/22/2016 8
Conveyance and Exports in California’s Water Budget
1873 TODAY
Sacramento
River
Sacramento
River
San Joauqin
River
San Joauqin
River
CVP (Federal)
and SWP (State)
Diversions
12/22/2016 9
The San Joaquin
Water Budget
Surface Transports
Surface
Storage
Use
Loss
F=
• Precipitation(t)=
F(Climate = F(Climate
Change)
• Infiltration(t) = F(Soils,
Geology, etc…)
• Evapotranspiration(t) =
F(Climate = F(Climate
Change))
• Other(t)
• Delta Flows and Mgmt
• Capacity(t)
• Conveyance(t)
• Management(t)
• Inefficiencies(t)
• Costs(t)
F=
• Demand of
Sectors(t)= F[ ]
• Recycling(t)
• Reuse(t)
• Conservation
• Hard Needs
• Soft Needs =
F(Wealth, etc…)
• Costs(t)
F=
(t)(t)
(t)
Groundwater Supply
(? MAF Overdraft
Annually) (t)
Sierra Runoff
(t)
(t)
12/22/2016 10
Complying with the Biological
Opinions to comply with
Endangered Species Act
State and/or Federal Listing Status of Native Fish Species
Common Name Scientific Name Listing Status
Delta smelt Hypomesus transpacificus FT, SE
longfin smelt Spirinchus thaleichthys FC, ST
Chinook salmon, Central Valley
spring-run ESU
Onorhynchus tshawytscha FT, ST
Chinook salmon, Sacramento
River winter-run ESU
Onorhynchus tshawytscha FE, SE
steelhead, Central Valley DPS Onorhynchus mykiss FT
green sturgeon DPS Acipenser medirostris FT
F = Federally-listed under ESA | E = Endangered | C = Candidate Species for Listing|
ESU = Evolutionary Significant Unit | S = State-listed under CESA | T = Threatened |
DPS = Distinct Population Segment
12/22/2016 11
The CVP/SWP operations are informed
through a structured decision making
process designed to reduce the adverse
effects on federally and state listed fish
species.
SGMA Supply Augmentation – Water
Available
• Potential water sources
• Surface water
• Recycled water
• Conserved water
• Brackish or saline water, Desalination
• Transferred water
• Other
• Aquifer replenishment
• In lieu recharge
• Direct recharge
• Uncertainties
• Climate change
• Institutional / regulatory
constraints
• Regional and local challenges
and implementation strategies
• State Water Project and
Central Valley Project
• System reoperation
12/22/2016 12
Future Opportunities and Considerations towards Supply
Augmentation and Demand Reduction
• Sustainable Yield (SGMA)
• WUE and NUE (Demand; Agriculture; Horwath, et al)
• Estimating regional overdraft from cropping data (Demand; Agriculture; Bachand)
• Sierra Water Deliveries
• Sierra Nevada Runoff Timing and its Variance (Supply; Water; Rice et al)
• Sierra Nevada Runoff Annual Volume Reductions (Supply, Water; Rice et al)
• Augmenting Water Supplies
• On-Farm Recharge and Agricultural Water Banking (Supply; Water; Bachand et al)
• Reservoir and Water System Re-operation (Supply; Water, Bachand, Sujoy, et al)
• Within and Outside Water Transfers (Supply; Water; Roy, Herr et al)
• Delta Management under Climate Change (Supply; Water, Roy, Herr et al)
• Economics
• Land Fallowing and Retirement (Demand; Agriculture; Butler et al.)
• Water Markets (Supply; Water; Butler et al.)12/22/2016 13
NASS
Database
*5
*
*
*
*WARMF Estimates
*
*
Silva,
Maxwell,
Horwath et
al, 2016
12/22/201614
Task 1. Quantify relationships between crop yields,
farm practices, and possible environmental impacts.
Key Issue. Viability of agricultural efficiency depend upon
crop response to changes in climate and atmospheric
composition.
Specifically we want to know:
• What will be the net impact of climate change
and rising CO2 on crop WUE and NUE?
• How will these changes affect yield quantity and
quality of different crops?
• How will these impacts change water, carbon and
nutrient cycles at the regional level?
12/22/2016 15
Silva,
Maxwell,
Horwath et
al, 2016
Changes in irrigated land inputs from 2007 – 2012
(2012 USDA NASS Census Report)
Characteristics Units
2012 2007 2012:2007 2012 2007 2012:2007
Land in farms acres 16,039,761 16,231,930 99% 9,529,240 9,132,765 104%
Irrigated land acres 7,861,964 8,016,159 98% 167,332 0%
Market value of agricultural
products sold $1,000
37,327,971 29,586,599 126%
5,299,501 4,298,465
123%
Total farm production expenses $1,000 30,233,225 23,015,562 131% 5222442 3,947,079 132%
Fertilizer, lime, and soil
conditioners purchased $1,000
1,793,731 1,294,928 139%
12,331 19,247
64%
chemicals purchased $1,000 2,171,784 1,347,595 161% 18,889 21,537 88%
Gasoline, fuels, and oils purchased $1,000
1,402,954 998,021 141%
22,203 26,296
84%
Utilities $1,000 1,571,566 1,132,624 139% 112,777 98,923 114%
Irrigated Farms, Any land irrigated Nonirrigated Farms
Understanding current water
demand and trends based as
cultural practices are changing
12/22/201616
Task 1. Quantify relationships between crop yields,
farm practices, and possible environmental impacts.
Key Issue. Changing cultural and irrigation practices
have affected crop inputs, per acre efficiencies and per
acre yields.
Specifically we want to know:
• What effects do the changing practices have on
crop distribution and regional inputs, including
water demand?
• How are these factors affecting surface and
ground- water demand?
12/22/2016 17
Task 1 – Upcoming Steps
• Viability of agricultural efficiency depend upon crop response to
changes in climate and atmospheric composition.
• Silva, Maxwell, Horwath et al are assessing these effects.
• Assessing CO2 effects on WUE and NUE using available datasets and modeling
based upon plant physiology.
• Inputting data into water quality model (ie. WARMF)
• The effects of changing agricultural practices on local and
regional water use
• Bachand, Silva et al
• Using available NASS, DWR and other data sets to assess how changes in
agriculture have affects water use and groundwater pumping
12/22/2016 18
Future Opportunities and Considerations towards Supply
Augmentation and Demand Reduction
• Sustainable Yield (SGMA)
• WUE and NUE (Demand; Agriculture; Horwath, et al)
• Estimating regional overdraft from cropping data (Demand; Agriculture; Bachand)
• Sierra Water Deliveries
• Sierra Nevada Runoff Timing and its Variance (Supply; Water; Rice et al)
• Sierra Nevada Runoff Annual Volume Reductions (Supply, Water; Rice et al)
• Augmenting Water Supplies
• On-Farm Recharge and Agricultural Water Banking (Supply; Water; Bachand et al)
• Reservoir and Water System Re-operation (Supply; Water, Bachand, Sujoy, et al)
• Within and Outside Water Transfers (Supply; Water; Roy, Herr et al)
• Delta Management under Climate Change (Supply; Water, Roy, Herr et al)
• Economics
• Land Fallowing and Retirement (Demand; Agriculture; Butler et al.)
• Water Markets (Supply; Water; Butler et al.)12/22/2016 19
On-Farm Flood Capture
Definition and Vision
• Available = Physical, Legal
• Leveraging Private Lands
• Dual Use Farm and Flood
• Design into Farm Management
• Leveraging Community Resources
Capturing Available Flood Flows onto Farm
Lands for Groundwater Recharge and to
Mitigate Downstream Flood Risks
12/22/2016 20
12/22/2016 21
Flood Flow Thru the James
Bypass
Winter Flooding of Row Crop
Fields
Acreage needed to offset 1M ac-ft overdraft
for different Periods and Rates of Infiltration
12/22/2016 22
0
200,000
400,000
600,000
800,000
1,000,000
1,200,000
1,400,000
1,600,000
2 4 6 8
4
8
12
Infiltration Rates (in/d)
Period (weeks)
AcresRequired
Regional Considerations for
On-Farm Flood Recharge
Opportunities for Recharge
due to high precipitation
Reservoir / Water System
Reoperation
Water Transfer Opportunities
12/22/2016 23
Dahlke et al, 2016
Yield Potential
Summary To Date
• Project ranges across water, agriculture, economics and climate change
• California’s regulatory climate (e.g. SGMA) is a main driver for potential solutions
• Modeling tools that are being used to assess opportunities and scenarios include CA hydrologic
models, agricultural datasets and public databases, runoff models and economic models including
the Statewide Agricultural Production Model.
• Collaborators from public and private groups
• Scenarios being defined in conversations with stakeholders and in consideration of climate
changes and California’s regulatory response:
• Augmenting water supplies (e.g. recharge, reservoir re-operation)
• Changing crops and cropping practices (e.g. specialty/high value crops, fallowing, dry land farming)
• Will assess economic effects on agricultural production using SWAP model.
12/22/2016 24
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Agricultural sensitivity to climate change and water resources interactions in the San Joaquin Valley, Calif. and system resilience offered by adaptation strategies

  • 1. Agricultural sensitivity to climate change and water resources interactions in the San Joaquin Valley, Calif. and system resilience offered by adaptation strategies Presenter: Philip Bachand Bachand & Associates 530-758-1336 philip@bachandassociates.com 12/22/2016 1
  • 3. Management Plan Climate Change Local Adaptation Regional Adaptation Reservoir Management Rain / Snow Runoff Temp / Precipitation / ET / CO2 Land UseGroundwater Supplies Surface Water Supplies Water Transfers Conjunctive Use Recharge and Withdrawals ISNOBAL CalSim C2VSIM WUE NUE CO2 fertilization Ag Literature and Databases Cultural Practices Crop Yield Water Resources Water Quality Outcomes Anthropogenic Feedback Mechanisms Estimated NPV: Total and by groups and subwatersheds Economic Model WARMF Land Use Precip SJV Stream flow and quality Irrigation Fertilization Tetra Tech Sujoy Roy, pH.D., Lead TASK 3 Tetra Tech and UC Davis LAWR Philip Bachand, pH.D., Lead TASK 5 UC Davis LAWR and Tetra Tech Dr. Lucas Silva, pH.D. Lead TASK 1 Systech and Tetra Tech Joel Herr, Lead TASK 3 UC Merced and Tetra Tech Prof Rob Rice, pH.D. Lead TASK 2 UCD ARE Dr Leslie Butler, Lead TASK 4
  • 4. Key questions identified in the proposal • What magnitude of change is required in water management to address changes in precipitation timing, frequency and type, and in snowpack water storage? • What cropping strategies are likely to sustainably mitigate climate change pressures and how will those affect crop distribution in the SJV? • How sensitive, robust and resilient are these cropping strategies to the evolving climate change / water paradigm? • What are the economics behind adaptation strategies at the local and regional scale? 12/22/2016 4
  • 5. Reservoir Operation - Today Surface Water Supply Demand Oct Nov Dec Jan Feb Mar Apr May Jun July Aug Sep Reservoirs • Surface Water Supply • From Sierra runoff • Demand • Agricultural demand dominates demand • Reservoirs • Managed to mitigate floods and meet demand curve 12/22/2016 5
  • 6. Reservoir Operation - Today Surface Water Supply Oct Nov Dec Jan Feb Mar Apr May Jun July Aug Sep Reservoirs • Surface Water Supply • From Sierra runoff • Demand • Agricultural demand dominates demand • Reservoirs • Managed to mitigate floods and meet demand curve 12/22/2016 6 Groundwater Demand
  • 7. Watershed of the Sacramento-San Joaquin Delta and Regions that Use Delta Water CVP Target-- • Serves 2M Ac Irr. Ag • Delivers 7M Ac-ft • 70% to Ag • 9% to Urban • 11% to wildlife State Target -- • Serves 0.75M Ac Irr. Ag • Delivers 3M Ac-ft • 30% to Ag • 70% to Urban Total SWP Annual Delivery (1000 Ac-FT), DWR 2015 12/22/2016 7
  • 8. 2014 Sustainable Groundwater Management Act (SGMA) Sustainable Yields & Undesirable Results • “Sustainable yield,” according to the SGMA, means the maximum quantity of water – calculated over a base period representative of long-term conditions in the basin that can be withdrawn annually from a groundwater supply without causing an undesirable result. • Undesirable Results:  Chronic lowering of groundwater levels (excluding reductions in groundwater levels during drought if offset during other periods)  Significant and unreasonable reductions in groundwater storage;  …. seawater intrusion;  …. degradation of water quality;  …. land subsidence; and  Surface water depletions that have significant and unreasonable adverse impacts on beneficial uses. 12/22/2016 8
  • 9. Conveyance and Exports in California’s Water Budget 1873 TODAY Sacramento River Sacramento River San Joauqin River San Joauqin River CVP (Federal) and SWP (State) Diversions 12/22/2016 9
  • 10. The San Joaquin Water Budget Surface Transports Surface Storage Use Loss F= • Precipitation(t)= F(Climate = F(Climate Change) • Infiltration(t) = F(Soils, Geology, etc…) • Evapotranspiration(t) = F(Climate = F(Climate Change)) • Other(t) • Delta Flows and Mgmt • Capacity(t) • Conveyance(t) • Management(t) • Inefficiencies(t) • Costs(t) F= • Demand of Sectors(t)= F[ ] • Recycling(t) • Reuse(t) • Conservation • Hard Needs • Soft Needs = F(Wealth, etc…) • Costs(t) F= (t)(t) (t) Groundwater Supply (? MAF Overdraft Annually) (t) Sierra Runoff (t) (t) 12/22/2016 10
  • 11. Complying with the Biological Opinions to comply with Endangered Species Act State and/or Federal Listing Status of Native Fish Species Common Name Scientific Name Listing Status Delta smelt Hypomesus transpacificus FT, SE longfin smelt Spirinchus thaleichthys FC, ST Chinook salmon, Central Valley spring-run ESU Onorhynchus tshawytscha FT, ST Chinook salmon, Sacramento River winter-run ESU Onorhynchus tshawytscha FE, SE steelhead, Central Valley DPS Onorhynchus mykiss FT green sturgeon DPS Acipenser medirostris FT F = Federally-listed under ESA | E = Endangered | C = Candidate Species for Listing| ESU = Evolutionary Significant Unit | S = State-listed under CESA | T = Threatened | DPS = Distinct Population Segment 12/22/2016 11 The CVP/SWP operations are informed through a structured decision making process designed to reduce the adverse effects on federally and state listed fish species.
  • 12. SGMA Supply Augmentation – Water Available • Potential water sources • Surface water • Recycled water • Conserved water • Brackish or saline water, Desalination • Transferred water • Other • Aquifer replenishment • In lieu recharge • Direct recharge • Uncertainties • Climate change • Institutional / regulatory constraints • Regional and local challenges and implementation strategies • State Water Project and Central Valley Project • System reoperation 12/22/2016 12
  • 13. Future Opportunities and Considerations towards Supply Augmentation and Demand Reduction • Sustainable Yield (SGMA) • WUE and NUE (Demand; Agriculture; Horwath, et al) • Estimating regional overdraft from cropping data (Demand; Agriculture; Bachand) • Sierra Water Deliveries • Sierra Nevada Runoff Timing and its Variance (Supply; Water; Rice et al) • Sierra Nevada Runoff Annual Volume Reductions (Supply, Water; Rice et al) • Augmenting Water Supplies • On-Farm Recharge and Agricultural Water Banking (Supply; Water; Bachand et al) • Reservoir and Water System Re-operation (Supply; Water, Bachand, Sujoy, et al) • Within and Outside Water Transfers (Supply; Water; Roy, Herr et al) • Delta Management under Climate Change (Supply; Water, Roy, Herr et al) • Economics • Land Fallowing and Retirement (Demand; Agriculture; Butler et al.) • Water Markets (Supply; Water; Butler et al.)12/22/2016 13
  • 15. Task 1. Quantify relationships between crop yields, farm practices, and possible environmental impacts. Key Issue. Viability of agricultural efficiency depend upon crop response to changes in climate and atmospheric composition. Specifically we want to know: • What will be the net impact of climate change and rising CO2 on crop WUE and NUE? • How will these changes affect yield quantity and quality of different crops? • How will these impacts change water, carbon and nutrient cycles at the regional level? 12/22/2016 15 Silva, Maxwell, Horwath et al, 2016
  • 16. Changes in irrigated land inputs from 2007 – 2012 (2012 USDA NASS Census Report) Characteristics Units 2012 2007 2012:2007 2012 2007 2012:2007 Land in farms acres 16,039,761 16,231,930 99% 9,529,240 9,132,765 104% Irrigated land acres 7,861,964 8,016,159 98% 167,332 0% Market value of agricultural products sold $1,000 37,327,971 29,586,599 126% 5,299,501 4,298,465 123% Total farm production expenses $1,000 30,233,225 23,015,562 131% 5222442 3,947,079 132% Fertilizer, lime, and soil conditioners purchased $1,000 1,793,731 1,294,928 139% 12,331 19,247 64% chemicals purchased $1,000 2,171,784 1,347,595 161% 18,889 21,537 88% Gasoline, fuels, and oils purchased $1,000 1,402,954 998,021 141% 22,203 26,296 84% Utilities $1,000 1,571,566 1,132,624 139% 112,777 98,923 114% Irrigated Farms, Any land irrigated Nonirrigated Farms Understanding current water demand and trends based as cultural practices are changing 12/22/201616
  • 17. Task 1. Quantify relationships between crop yields, farm practices, and possible environmental impacts. Key Issue. Changing cultural and irrigation practices have affected crop inputs, per acre efficiencies and per acre yields. Specifically we want to know: • What effects do the changing practices have on crop distribution and regional inputs, including water demand? • How are these factors affecting surface and ground- water demand? 12/22/2016 17
  • 18. Task 1 – Upcoming Steps • Viability of agricultural efficiency depend upon crop response to changes in climate and atmospheric composition. • Silva, Maxwell, Horwath et al are assessing these effects. • Assessing CO2 effects on WUE and NUE using available datasets and modeling based upon plant physiology. • Inputting data into water quality model (ie. WARMF) • The effects of changing agricultural practices on local and regional water use • Bachand, Silva et al • Using available NASS, DWR and other data sets to assess how changes in agriculture have affects water use and groundwater pumping 12/22/2016 18
  • 19. Future Opportunities and Considerations towards Supply Augmentation and Demand Reduction • Sustainable Yield (SGMA) • WUE and NUE (Demand; Agriculture; Horwath, et al) • Estimating regional overdraft from cropping data (Demand; Agriculture; Bachand) • Sierra Water Deliveries • Sierra Nevada Runoff Timing and its Variance (Supply; Water; Rice et al) • Sierra Nevada Runoff Annual Volume Reductions (Supply, Water; Rice et al) • Augmenting Water Supplies • On-Farm Recharge and Agricultural Water Banking (Supply; Water; Bachand et al) • Reservoir and Water System Re-operation (Supply; Water, Bachand, Sujoy, et al) • Within and Outside Water Transfers (Supply; Water; Roy, Herr et al) • Delta Management under Climate Change (Supply; Water, Roy, Herr et al) • Economics • Land Fallowing and Retirement (Demand; Agriculture; Butler et al.) • Water Markets (Supply; Water; Butler et al.)12/22/2016 19
  • 20. On-Farm Flood Capture Definition and Vision • Available = Physical, Legal • Leveraging Private Lands • Dual Use Farm and Flood • Design into Farm Management • Leveraging Community Resources Capturing Available Flood Flows onto Farm Lands for Groundwater Recharge and to Mitigate Downstream Flood Risks 12/22/2016 20
  • 21. 12/22/2016 21 Flood Flow Thru the James Bypass Winter Flooding of Row Crop Fields
  • 22. Acreage needed to offset 1M ac-ft overdraft for different Periods and Rates of Infiltration 12/22/2016 22 0 200,000 400,000 600,000 800,000 1,000,000 1,200,000 1,400,000 1,600,000 2 4 6 8 4 8 12 Infiltration Rates (in/d) Period (weeks) AcresRequired
  • 23. Regional Considerations for On-Farm Flood Recharge Opportunities for Recharge due to high precipitation Reservoir / Water System Reoperation Water Transfer Opportunities 12/22/2016 23 Dahlke et al, 2016 Yield Potential
  • 24. Summary To Date • Project ranges across water, agriculture, economics and climate change • California’s regulatory climate (e.g. SGMA) is a main driver for potential solutions • Modeling tools that are being used to assess opportunities and scenarios include CA hydrologic models, agricultural datasets and public databases, runoff models and economic models including the Statewide Agricultural Production Model. • Collaborators from public and private groups • Scenarios being defined in conversations with stakeholders and in consideration of climate changes and California’s regulatory response: • Augmenting water supplies (e.g. recharge, reservoir re-operation) • Changing crops and cropping practices (e.g. specialty/high value crops, fallowing, dry land farming) • Will assess economic effects on agricultural production using SWAP model. 12/22/2016 24