water challenges for california agriculture · 1) 4 th year of drought, so far similar to droughts...

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Jay Lund Director, Center for Watershed Sciences Professor, Civil and Environmental Engineering University of California, Davis CaliforniaWaterBlog.com Water Challenges for California Agriculture

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  • Jay Lund Director, Center for Watershed Sciences

    Professor, Civil and Environmental Engineering

    University of California, Davis

    CaliforniaWaterBlog.com

    Water Challenges for California Agriculture

  • 2

    Outline

    • Overview of California Water

    • Drought

    • Water Scarcity

    • Delta

    • Inevitable changes

  • What people know…

  • Water and People in California

    4

  • Most annual rainfall variability in US

    NOTES: Dots represent the coefficient of variation of total annual precipitation at weather stations for 1951-2008, Larger values have more year-to-year variability. SOURCE: Dettinger, M., F. Ralph, T. Das, P. Neiman, and D. Cayan (2011), “Atmospheric Rivers, Floods and the Water Resources of California,” Water, 3(2), 445-478.

    Annual coefficient of variation

  • Drought

  • 7

    Drought in California 1) Large agricultural water

    use (80% of human use) - 4 million irrigated hectares, $45 billion/yr

    2) $2 trillion economy 3) Native ecosystems –

    fish and birds 4) Major changes in

    habitats, flows, species 5) Droughts lead to change

  • 1. Water needs are always changing

    2. Major water policy changes require droughts, floods, or lawsuits – benefits of drought

    3. Every generation requires a threatening flood and a threatening drought – We’ve got one.

    Droughts test, and spur progress

  • Sacramento Valley Precipitation

    9

    2014: 8th

    driest in 106

    years

  • 10

    San Joaquin Valley Precipitation

    2015: 3rd

    driest in 106

    years

  • 11

    Tulare Basin Precipitation

    2015: 3rd-4th driest in

    106 years

  • 12

    Sierra Snowpack

    A warm drought

    Lowest snowpack on record

  • 13

    Reservoir levels

  • 2015 Water Shortage & Changes in Groundwater

    14

    Region

    2015 Water use changes (MAF) Surface Water

    Groundwater

    Net Delivery Shortage

    Sacramento -2.29 1.19 -1.1 San Joaquin -1.84 1.40 -0.44 Tulare -4.57 3.41 -1.16 Central Coast and So. Cal.

    -0.02 0.02 0.01

    Total -8.72 6.02 -2.7

  • 2015 Estimated Agricultural Drought Impacts Description Impact Base year Percent Drought water shortage (million acre-ft) 8.7 26.4 33%

    Groundwater replacement (million acre-ft) 6.0 8.4 72%

    Net water shortage (million acre-ft) 2.7 26.4 10%

    Drought-related idle land (acres) 540,000 9 million* 6%

    Crop revenue losses ($) $900 million $35 billion 2.6%

    Dairy and livestock revenue losses ($) $350 million $12.4 billion 2.8%

    Costs of additional pumping ($) $590 million $780 million 75.5%

    Net revenue losses ($) $1.8 billion 45 billion rev. 4%

    Total economic impact ($) $2.7 billion NA NA

    Direct job losses (farm seasonal) 10,100 200,000# 5.1%

    Total job losses 21,000 NA NA

    * NASA-ARC estimate of normal Central Valley idle land is 1.2 million acres. # Total agriculture employment is about 412,000, of which 200,000 is farm production.

  • 0%

    10%

    20%

    30%

    40%

    50%

    60%

    70%

    80%

    90%

    100%

    0 2000 4000 6000 8000 10000Cumulative Irrigated Crop Area (Acres)

    Cumulative Jobs and Revenues

    Cumulative Jobs

    Cumulative Revenues

    Vegetables, H

    orticulture & N

    on-Tree Fruits

    Vines

    Subtropical Fruits

    Alm

    onds and Pistachios

    Deciduous (O

    rchards)

    Processing Tomato

    Other Field, Grain, and Feed Crops

    Fresh Tomato + C

    ucurbits

    Onion + G

    arlic

  • 17

    Innovations from this drought? 1. Groundwater management 2. Better water accounting 3. Better water markets 4. Lower targets for urban water use – ripple

    effects for conservation, finance, planning 5. Higher agricultural water prices – and less

    agricultural water use 6. Better state agency coordination? 7. Others?

  • Water Scarcity Groundwater? Ecosystems?

    And… High crop values, trees & vines, and urban growth

  • 19

    Groundwater Problems Quantity • Overdraft - SGMA • Conjunctive use • Droughts

    Quality • Salinity • Nitrate • Other…

  • 20

    Implications from Groundwater • Reduce irrigated agriculture in S. Central Valley,

    and some other places at times

    • More conjunctive use of surface and groundwater

    • More recharge of conserved and surplus water

    • Higher water prices

    • Some costs from water quality, especially nitrate

    • SGMA as a promising framework for addressing groundwater problems more effectively?

  • 21

    Need to reconcile ecosystems and agriculture

    Wetlands California’s freshwater fishes are losing

    Extinct

    Special Concern

    Listed

    OK

    Salmonid Habitat

  • 22

    Sacramento-San Joaquin Delta

    http://sfbay.wr.usgs.gov/access/yearbook.html

    http://sfbay.wr.usgs.gov/access/yearbook.html

  • 23

    Who depends on the Delta? • S. California – 30% of

    water supplies • Bay Area – 30% of

    supplies directly, another 40% upstream

    • Southern Central Valley – 4 maf directly and 4 maf upstream

    • Delta farmers – 1+ maf • Sacramento Valley –

    4+ maf taken upstream; water sales to south

    The Delta

  • 24

    Delta Island Subsidence

  • 25

    Problems of California’s Sacramento-San Joaquin Delta

    • Physical instability • Land subsidence • Sea level rise • Floods • Earthquakes

    • Ecosystem instability • Habitat alteration • Invasive species

    • Prohibitive costs for maintaining all islands

    • Worsening water quality for agric. & urban users

  • 26

    Delta of Tomorrow Will be Different, No Matter What We Do

    • Earthquake and flood risks Large bodies of open water and higher sea level

    • Losses of 15-20 islands where repair costs prohibitive

    • Major changes in:

    • Water supply

    • Water quality

    • Delta land use

    Based on economic value of land and assets, many

    islands not worth repairing after flooding (blue)

  • 27

    Three linked Delta problems

    • Levees

    • Water conveyance

    • Ecosystem habitat

  • Portfolio-based Management Supply

    • Reoperation • Reservoirs • Conveyance

    • Conjunctive use • Expand conveyance & storage • Urban reuse • New water treatment

    • Wastewater reuse • Ocean Desalination • Contaminated aquifers

    • Stormwater capture • Source protection 28

    Demand and Allocation • Agricultural water use

    efficiencies and reductions • Urban water use efficiencies

    and reductions • Ecosystem demand

    management • Recreation water use

    efficiencies

    Incentive policies • Pricing • Markets • Subsidies, taxes • Education

  • Resistance is Futile 1) Flooding in parts of the Delta 2) Reduced Delta diversions 3) Less irrigated land in the southern Central Valley 4) Less urban water use, more reuse & storm capture 5) Some native species unsustainable in the wild 6) Funding solutions mostly local and regional 7) State’s leverage is mostly regulatory, not funding 8) Nitrate groundwater contamination is inevitable 9) Groundwater will be managed more tightly 10) The Salton Sink will be largely restored We cannot drought-proof, but we can manage better.

  • 30

    Conclusions 1) 4th year of drought, so far similar to

    droughts seen 1-2 times per generation

    2) California is doing amazingly well, given the magnitude of the drought

    3) Stay between complacency and panic 4) Integrated portfolios are the future

    5) High value crop production should be less affected

    6) Droughts and floods remind us to change, and prepare.

  • Suggested Readings

    Hanak et al. (2011) Managing California’s Water, PPIC.org

    Hanak et al. (2010) Myths of California Water, PPIC.org

    Hundley (1992), The Great Thirst, UC Press.

    Kelley (1989), Battling the Inland Sea, UC Press.

    Lund et al. (2010) Comparing Futures for the Sacramento San Joaquin Delta, UC Press

    Pisani (1983), From Family Farms to Agribusiness, UC Press

    Mavensnotebook.com

    CaliforniaWaterBlog.com

  • 32

    Will next year be dry? (from historical data, 1906-2013)

    Probability next yearSacramento Valley San Joaquin Valley

    Next Year Historical Critical now Historical Critical nowCritical 0.13 0.29 0.18 0.55Dry 0.21 0.35 0.14 0Below Normal 0.18 0.07 0.16 0.15C,D 0.34 0.64 0.32 0.55C,D, BN 0.52 0.71 0.48 0.7AN, W 0.48 0.29 0.52 0.3

    Sac Conditional Probabilities

    Sac valley droughtEventC-CC-C,DC-C,D,BNC,D-C,DC,D-C,D,BNC,D,BN-C,D,BNCDBN

    C14sum4910182535142320

    D23% of all years0.0370.0830.0930.1670.2310.3240.1300.2130.185

    BN20% of condition years0.2860.6430.7140.4860.6760.614

    other51Likelihood ratio2.2041.8761.3531.4201.2801.163

    YearEventC-CC-C,DC-C,D,BNC,D-C,DC,D-C,D,BNC,D,BN-C,D,BNENSO Average Index (Dec-April)

    190626.7111.76W000000

    190733.714.07W000000

    190814.777.73BN000000Probability next year

    190930.6812.1W000000Sacramento ValleySan Joaquin Valley

    191020.129.38W000000Next YearHistoricalCritical nowHistoricalCritical now

    191126.3811.74W000000Critical0.130.290.180.55

    191211.416.71BN000001Dry0.210.350.140

    191312.856.24D000000Below Normal0.180.070.160.15

    191427.8110.92W000000C,D0.340.640.320.55

    191523.8610.99W000000C,D, BN0.520.710.480.7

    191624.1410.83W000000AN, W0.480.290.520.3

    191717.268.83AN000000

    191810.996.19D000011

    191915.667BN000001SJ Valley droughtEventC-CC-C,DC-C,D,BNC,D-C,DC,D-C,D,BNC,D,BN-C,D,BNCDBNC,DC,D,BN

    19209.25.15C000000C20sum111114152031201618

    192123.89.2AN000000D16% of all years0.10185185190.10185185190.12962962960.13888888890.18518518520.2870370370.17699115040.14159292040.15929203540.31858407080.4778761062

    192217.988.97AN000000BN18% of condition years0.550.550.70.41666666670.55555555560.5740740741

    192313.217.06BN000001other59Likelihood ratio3.10751.72638888891.46481481481.30787037041.16255144031.201303155

    19245.743.87C011111

    192515.996.39D000111

    192611.765.75D000000

    192723.839.52W000000

    192816.768.27AN000000

    19298.45.22C011111

    193013.525.9D000111

    19316.13.66C011111

    193213.125.48D000111

    19338.944.63C111111

    19348.634.07C001011

    193516.596.98BN000001

    193617.357.75BN000001

    193713.336.87BN000000

    193831.8312.62W000000

    19398.185.58D000000

    194022.438.88AN000000

    194127.0811.47W000000

    194225.2411.27W000000

    194321.139.77W000000

    194410.436.35D000011

    194515.066.8BN000001

    194617.627.7BN000001

    194710.395.61D000011

    194815.757.12BN000001

    194911.976.09D000011ENSO Average Index (Dec-April)

    195014.446.62BN000000-1.30

    195122.959.18AN000000-0.60

    195228.612.38W0000000.43

    195320.099.55W0000000.57

    195417.438.51AN0000000.43

    195510.986.14D000000-0.70

    195629.8911.38W000000-0.83

    195714.897.83AN0000000.07

    195829.7112.16W0000001.53

    195912.056.75BN0000010.57

    196013.066.2D000111-0.17

    196111.975.68D0000110.00

    196215.116.65BN000000-0.27

    196322.999.63W000000-0.17

    196410.926.41D0000000.60

    196525.6410.15W000000-0.30

    196612.957.16BN0000001.13

    196724.0610.2W000000-0.40

    196813.647.24BN000000-0.70

    196926.9811.05W0000001.07

    197024.0610.4W0000000.47

    197122.5710.37W000000-1.20

    197213.437.29BN000000-0.27

    197320.058.58AN0000001.20

    197432.512.99W000000-1.57

    197519.239.35W000000-0.53

    19768.25.29C111111-1.10

    19775.123.11C0000000.50

    197823.928.65AN0000000.43

    197912.416.67BN0000000.07

    198022.339.04AN0000000.40

    198111.16.21D000000-0.50

    198233.4112.76W0000000.00

    198337.6815.29W0000001.87

    198422.3510W000000-0.37

    198511.046.47D000000-0.87

    198625.839.96W000000-0.37

    19879.275.86D0001111.23

    19889.234.65C0111110.47

    198914.826.13D000111-1.43

    19909.264.81C1111110.20

    19918.444.21C1111110.23

    19928.874.06C0000001.50

    199322.218.54AN0000000.33

    19947.815.02C0000000.13

    199534.5512.89W0000000.80

    199622.2910.26W000000-0.77

    199725.4210.82W000000-0.33

    199831.413.31W0000001.80

    199921.199.8W000000-1.27

    200018.98.94AN000000-1.47

    20019.815.76D000111-0.60

    200214.66.35D000000-0.03

    200319.318.21AN0000000.77

    200416.047.51BN0000000.20

    200518.558.49AN0000000.43

    200632.0913.2W000000-0.70

    200710.286.19D0001110.30

    200810.285.16C011111-1.40

    200913.025.78D000011-0.67

    201016.017.08BN0000001.30

    201125.2110.54W000000-1.17

    201211.836.89BN000001-0.67

    201311.865.73D000111-0.53

    2014C

    SJ Conditional Probabilities

    SJ Valley droughtEventC-CC-C,DC-C,D,BNC,D-C,DC,D-C,D,BNC,D,BN-C,D,BNCDBNC,DC,D,BN

    C20sum111114152031201618

    D16% of all years0.1020.1020.1300.1390.1850.2870.1770.1420.1590.3190.478

    BN18% of condition years0.5500.5500.7000.4170.5560.574

    other59Likelihood ratio3.1081.7261.4651.3081.1631.201

    YearEventC-CC-C,DC-C,D,BNC,D-C,DC,D-C,D,BNC,D,BN-C,D,BN

    19019.394.6W000000

    19025.083.41AN000000

    19035.713.45AN000000

    19047.644.31W000000

    19055.33.24AN000000

    190612.436.7W000000

    190711.826.2W000000

    19083.322.4D000000

    19098.974.59W000000

    19106.643.65AN000000

    191111.485.97W000000

    19123.212.55BN000001

    191332C000000

    19148.694.35W000000

    19156.44.1W000000

    19168.384.65W000000

    19176.664.13W000000

    19184.593.08BN000001

    19194.092.62BN000001

    19204.092.64BN000000

    19215.93.23AN000000

    19227.684.54W000000

    19235.513.55AN000000

    19241.51.42C001011

    19255.512.93BN000001

    19263.492.3D000000

    19276.53.56AN000000

    19284.372.63BN000001

    19292.842C111111

    19303.252.02C111111

    19311.661.2C000000

    19326.633.41AN000000

    19333.342.44D000111

    19342.281.44C000000

    19356.413.56AN000000

    19366.493.74AN000000

    19376.533.9W000000

    193811.245.89W000000

    19392.92.2D000000

    19406.593.36AN000000

    19417.934.43W000000

    19427.384.44W000000

    19437.284.03W000000

    19443.922.76BN000000

    19456.63.59AN000000

    19465.733.3AN000000

    19473.422.18D000011

    19484.212.7BN000001

    19493.792.53BN000001

    19504.652.85BN000000

    19517.253.14AN000000

    19529.35.17W000000

    19534.353.03BN000001

    19544.32.72BN000001

    19553.52.3D000000

    19569.674.46W000000

    19574.293.01BN000000

    19588.364.77W000000

    19592.982.21D000111

    19602.961.85C111111

    19612.11.38C001011

    19625.613.07BN000000

    19636.243.57AN000000

    19643.142.19D000000

    19658.133.81W000000

    19663.982.51BN000000

    19679.985.25W000000

    19682.942.21D000000

    196912.296.09W000000

    19705.613.18AN000000

    19714.912.89BN000001

    19723.572.16D000000

    19736.473.5AN000000

    19747.123.9W000000

    19756.183.85W000000

    19761.971.57C111111

    19771.050.84C000000

    19789.654.58W000000

    19795.983.67AN000000

    19809.474.73W000000

    19813.222.44D000000

    198211.415.45W000000

    198315.017.22W000000

    19847.133.69AN000000

    19853.62.4D000000

    19869.54.31W000000

    19872.081.86C111111

    19882.481.48C111111

    19893.561.96C111111

    19902.461.51C111111

    19913.21.96C111111

    19922.581.56C000000

    19938.384.2W000000

    19942.542.05C000000

    199512.325.95W000000

    19967.224.12W000000

    19979.514.13W000000

    199810.435.65W000000

    19995.913.59AN000000

    20005.93.38AN000000

    20013.182.2D000111

    20024.062.34D000011

    20034.872.81BN000001

    20043.812.21D000000

    20059.214.75W000000

    200610.445.9W000000

    20072.511.97C111111

    20083.492.06C001011

    20094.942.72BN000000

    20106.083.55AN000000

    201110.995.58W000000

    20122.762.18D000111

    20133.051.71C111111

    2014C

    Water year index data

    ..........Sacramento Valley..........].........San Joaquin Valley..........]Sac Valley

    .....Runoff (maf).....]..WY Index..].....Runoff (maf).....]..WY Index..]

    WYOct-MarApr-JulWYsumIndexYr-typeOct-MarApr-JulWYsumIndexYr-type

    19013.495.589.394.6W

    19021.123.815.083.41AN

    19031.454.135.713.45AN

    19041.965.377.644.31W

    19051.823.365.33.24AN

    190612.5712.9226.7111.76W2.539.2412.436.7W

    190718.9613.4533.714.07W3.677.6111.826.2W

    19088.295.614.777.73BN0.982.173.322.4D

    190920.618.9830.6812.1W2.855.918.974.59W

    191013.126.1120.129.38W2.873.626.643.65AN

    191112.2713.1226.3811.74W3.637.5211.485.97W

    19124.845.6511.416.71BN0.542.573.212.55BN

    19135.726.2912.856.24D0.442.3432C

    191416.7210.0827.8110.92W2.725.678.694.35W

    191511.4111.4223.8610.99W1.294.956.44.1W

    191614.258.8924.1410.83W2.675.58.384.65W

    19177.259.1417.268.83AN1.664.846.664.13W

    19185.274.8910.996.19D1.073.44.593.08BN

    19198.126.7715.667BN1.062.994.092.62BN

    19203.634.919.25.15C0.723.294.092.64BN

    192115.477.5223.89.2AN1.973.845.93.23AN

    19226.6310.5717.988.97AN1.515.997.684.54W

    19236.216.2713.217.06BN1.393.955.513.55AN

    19243.271.945.743.87C0.451.031.51.42C

    19258.766.5115.996.39D1.453.935.512.93BN

    19266.374.7911.765.75D0.892.563.492.3D

    192714.348.7523.839.52W1.84.566.53.56AN

    192810.245.8616.768.27AN1.692.644.372.63BN

    192943.848.45.22C0.522.292.842C

    19308.244.6513.525.9D0.762.443.252.02C

    19313.522.096.13.66C0.461.181.661.2C

    19326.286.2413.125.48D1.794.696.633.41AN

    19333.734.668.944.63C0.492.773.342.44D

    19345.682.458.634.07C0.981.262.281.44C

    19356.279.6916.596.98BN1.265.036.413.56AN

    193610.326.4117.357.75BN24.386.493.74AN

    19375.57.2413.336.87BN1.784.666.533.9W

    193817.9612.9331.8312.62W3.587.3311.245.89W

    19394.563.048.185.58D11.832.92.2D

    194014.786.9322.438.88AN2.494.046.593.36AN

    194116.329.7727.0811.47W2.225.517.934.43W

    194214.339.9325.2411.27W1.935.287.384.44W

    194313.376.921.139.77W2.864.287.284.03W

    19444.814.9310.436.35D0.872.973.922.76BN

    19458.425.9215.066.8BN2.074.376.63.59AN

    194610.895.9717.627.7BN1.993.655.733.3AN

    19475.93.8310.395.61D1.262.123.422.18D

    19485.399.5515.757.12BN0.563.584.212.7BN

    19495.735.5911.976.09D0.623.123.792.53BN

    19507.016.7214.446.62BN1.023.574.652.85BN

    195116.775.4222.959.18AN4.352.837.253.14AN

    195213.8613.6828.612.38W2.186.849.35.17W

    195310.848.2620.099.55W1.073.184.353.03BN

    19549.746.8117.438.51AN1.13.164.32.72BN

    19555.195.0710.986.14D0.782.673.52.3D

    195620.328.629.8911.38W4.145.299.674.46W

    19577.726.2914.897.83AN1.023.194.293.01BN

    195816.3712.2429.7112.16W1.676.48.364.77W

    19597.43.8412.056.75BN0.981.852.982.21D

    19607.724.6513.066.2D0.852.072.961.85C

    19616.874.3911.975.68D0.541.52.11.38C

    19628.176.2315.116.65BN1.264.245.613.07BN

    196312.0110.0922.999.63W1.684.376.243.57AN

    19645.94.3710.926.41D0.932.143.142.19D

    196516.598.1325.6410.15W3.24.558.133.81W

    19667.424.8412.957.16BN1.492.423.982.51BN

    196712.1411.0124.0610.2W2.467.099.985.25W

    19688.664.1213.647.24BN1.021.852.942.21D

    196915.3310.6826.9811.05W3.848.1412.296.09W

    197018.874.3524.0610.4W2.552.965.613.18AN

    197112.718.922.5710.37W1.563.234.912.89BN

    19727.615.0213.437.29BN1.252.223.572.16D

    197312.86.3820.058.58AN1.874.486.473.5AN

    197421.699.7832.512.99W2.434.537.123.9W

    19759.248.9519.239.35W1.374.656.183.85W

    19764.632.758.25.29C0.781.071.971.57C

    19772.491.935.123.11C0.220.81.050.84C

    197814.98.1223.928.65AN2.576.59.654.58W

    19796.065.6412.416.67BN1.873.995.983.67AN

    198015.49622.339.04AN3.745.419.474.73W

    19816.813.6311.16.21D0.852.293.222.44D

    198220.5611.8233.4112.76W3.78711.415.45W

    198322.7513.6637.6815.29W5.428.7315.017.22W

    198415.985.5222.3510W3.513.487.133.69AN

    19856.24411.046.47D1.112.413.62.4D

    198619.455.4525.839.96W4.364.929.54.31W

    19875.852.89.275.86D0.551.482.081.86C

    19885.782.99.234.65C0.861.552.481.48C

    19899.035.0714.826.13D1.072.423.561.96C

    19904.943.729.264.81C0.831.592.461.51C

    19913.94.018.444.21C0.562.573.21.96C

    19925.412.938.874.06C0.861.662.581.56C

    199312.448.9822.218.54AN2.495.658.384.2W

    19944.552.737.815.02C0.661.82.542.05C

    199519.8313.634.5512.89W3.678.0112.325.95W

    199613.058.3722.2910.26W2.574.517.224.12W

    199720.224.3925.4210.82W5.753.599.514.13W

    199817.6512.5431.413.31W2.827.1110.435.65W

    199912.977.2621.199.8W1.93.855.913.59AN

    200012.065.9618.98.94AN1.983.785.93.38AN

    20015.643.469.815.76D0.922.233.182.2D

    20029.324.5714.66.35D1.272.754.062.34D

    200310.717.7419.318.21AN1.253.494.872.81BN

    200410.954.416.047.51BN1.512.253.812.21D

    20058.49.2818.558.49AN2.736.289.214.75W

    200618.0613.0932.0913.2W2.867.3710.445.9W

    20076.593.0410.286.19D0.991.462.511.97C

    20085.93.8210.285.16C0.992.453.492.06C

    20097.055.313.025.78D1.513.354.942.72BN

    20107.457.7816.017.08BN1.434.536.083.55AN

    201112.6811.5325.2110.54W3.686.910.995.58W

    20125.695.4611.836.89BN0.831.862.762.18D

    20138.23.0211.865.73D1.331.673.051.71C

    2014CC

    ENSO Correlations

    ENSO Average IndexSac mafSJ mafarSUMMARY OUTPUT - Sacramento Valley outflowSUMMARY OUTPUT - SJ basin

    -1.3014.444.651950

    -0.6022.957.251951Regression StatisticsRegression Statistics

    0.4328.69.31952Multiple R0.0994969517Multiple R0.1767241302

    0.5720.094.351953R Square0.0098996434R Square0.0312314182

    0.4317.434.31954Adjusted R Square-0.00633151Adjusted R Square0.0156061185

    -0.7010.983.51955Standard Error7.9986409808Standard Error3.1698409931

    -0.8329.899.671956Observations63Observations64

    0.0714.894.291957

    1.5329.718.361958ANOVAANOVA

    0.5712.052.981959dfSSMSFSignificance FdfSSMSFSignificance F

    -0.1713.062.961960Regression139.02137576839.0213757680.60991620070.4378397723Regression120.083449317420.08344931741.99877242660.1624283453

    0.0011.972.11961Residual613902.673709946363.9782575401Residual62622.969299120110.0478919213

    -0.2715.115.611962Total623941.6950857143Total63643.0527484375

    -0.1722.996.241963

    0.6010.923.141964CoefficientsStandard Errort StatP-valueLower 95%Upper 95%Lower 95.0%Upper 95.0%CoefficientsStandard Errort StatP-valueLower 95%Upper 95%Lower 95.0%Upper 95.0%

    -0.3025.648.131965Intercept18.45304319951.007882715418.30872076451.8130631480343E-2616.437657150920.468429248116.437657150920.4684292481Intercept5.89525789470.396561472614.86593706814.11866157327415E-225.10254280636.68797298315.10254280636.6879729831

    1.1312.953.981966Correlations-1.30.94635729741.21176959340.78097131880.4378397723-1.47672576123.3694403561-1.47672576123.3694403561ENSO Average Index0.66659330070.47149736491.4137794830.1624283453-0.2759165021.6091031034-0.2759165021.6091031034

    -0.4024.069.981967ENSO Average IndexSac mafSJ maf

    -0.7013.642.941968ENSO Average Index1

    1.0726.9812.291969Sac maf0.10946364571

    0.4724.065.611970SJ maf0.17672413020.91179793371RESIDUAL OUTPUTPROBABILITY OUTPUTRESIDUAL OUTPUTPROBABILITY OUTPUT

    -1.2022.574.911971

    -0.2713.433.571972ObservationPredicted 14.44ResidualsStandard ResidualsPercentile14.44ObservationPredicted SJ mafResidualsStandard ResidualsPercentileSJ maf

    1.2020.056.471973117.8852288215.0647711790.63837306210.79365079375.1215.0286866038-0.3786866038-0.12042506640.781251.05

    -1.5732.57.121974218.86313136179.73686863831.22725280742.3809523817.8125.49530191431.75469808570.55800662452.343751.97

    -0.5319.236.181975318.98931233471.10068766530.1387326953.96825396838.236.18411499173.11588500830.99087386593.906252.08

    -1.108.21.971976418.8631313617-1.4331313617-0.18063450915.55555555568.4446.2729940985-1.9229940985-0.61152596825.468752.1

    0.505.121.051977517.7905930913-6.8105930913-0.85841966267.14285714298.8756.1841149917-1.8841149917-0.59916213237.031252.46

    0.4323.929.651978617.664412118312.22558788171.5409355528.73015873029.2365.4286425842-1.9286425842-0.61332222738.593752.48

    0.0712.415.981979718.516133686-3.626133686-0.457044550110.31746031759.2675.33976347744.33023652261.377046390410.156252.51

    0.4022.339.471980819.90412438899.80587561111.23595057311.90476190489.2785.9396974481-1.6496974481-0.524615665711.718752.54

    -0.5011.13.221981918.9893123347-6.9393123347-0.874643672513.49206349219.8196.91736762251.44263237750.458767482513.281252.58

    0.0033.4111.4119821018.2953169832-5.2353169832-0.659868968615.079365079410.28106.2729940985-3.2929940985-1.047195831714.843752.76

    1.8737.6815.0119831118.4530431995-6.4830431995-0.817134672616.666666666710.28115.7841590113-2.8241590113-0.898102898516.406252.94

    -0.3722.357.1319841218.2006812535-3.0906812535-0.38955514218.25396825410.92125.8952578947-3.7952578947-1.206919335117.968752.96

    -0.8711.043.619851318.29531698324.69468301680.591726470419.841269841310.98135.7174996812-0.1074996812-0.034185672619.531252.98

    -0.3725.839.519861419.0208575779-8.1008575779-1.021046968421.428571428611.04145.78415901130.45584098870.144960716321.093753.05

    1.239.272.0819871518.16913601037.47086398970.941641419423.015873015911.1156.2952138752-3.1552138752-1.003380728722.656253.14

    0.479.232.4819881619.5255814699-6.5755814699-0.828798366224.603174603211.83165.69527990452.43472009550.774258519524.218753.18

    -1.4314.823.5619891718.07450028055.98549971950.754423378526.190476190511.86176.6507303022-2.6707303022-0.849311464425.781253.2

    0.209.262.4619901817.7905930913-4.1505930913-0.523148376827.777777777811.97185.62862057444.35137942561.383769985827.343753.22

    0.238.443.219911919.46249098347.51750901660.947520644329.365079365112.05195.4286425842-2.4886425842-0.791406259128.906253.49

    1.508.872.5819922018.8946766055.1653233950.651046848130.952380952412.41206.60629074885.68370925121.807460462630.468753.5

    0.3322.218.3819932117.31741444265.25258555740.662045531432.539682539712.95216.2063347684-0.5963347684-0.189638749832.031253.56

    0.137.812.5419942218.2006812535-4.7706812535-0.601305427834.12698412713.02225.0953459338-0.1853459338-0.058941341433.593753.57

    0.8034.5512.3219952319.58867195640.46132804360.05814663435.714285714313.06235.7174996812-2.1474996812-0.682920359935.156253.6

    -0.7722.297.2219962416.970416766915.52958323311.957377194737.301587301613.43246.6951698556-0.2251698556-0.071605635236.718753.81

    -0.3325.429.5119972517.94831930751.28168069250.161545388638.888888888913.64254.85092839022.26907160980.721581108438.281253.98

    1.8031.410.4319982617.4120501723-9.2120501723-1.16110372440.476190476214.6265.53974146770.64025853230.203606822939.843754.06

    -1.2721.195.9119992718.9262218482-13.8062218482-1.740161560442.063492063514.82275.1620052639-3.1920052639-1.015080655341.406254.29

    -1.4718.95.920002818.86313136175.05686863830.637377011443.650793650814.89286.2285545451-5.1785545451-1.646817629142.968754.3

    -0.609.813.1820012918.516133686-6.106133686-0.769628305245.238095238115.11296.18411499173.46588500831.102176385844.531254.35

    -0.0314.64.0620023018.83158611853.49841388150.440946511446.825396825416.01305.93969744810.04030255190.012816501746.093754.65

    0.7719.314.8720033117.9798645508-6.8798645508-0.867150764648.412698412716.04316.1618952153.3081047851.052001138847.656254.87

    0.2016.043.8120043218.453043199514.95695680051.88520230745017.43325.5619612443-2.3419612443-0.74476053749.218754.91

    0.4318.559.2120053320.219576821417.46042317862.200743807951.587301587318.55335.89525789475.51474210531.753727693750.781254.94

    -0.7032.0910.4420063418.10604552384.24395447620.534915817353.174603174618.9347.13956538947.87043461062.502854870652.343755.61

    0.3010.282.5120073517.6328668751-6.5928668751-0.830977050454.761904761919.23355.65084035111.47915964890.470383417853.906255.61

    -1.4010.283.4920083618.10604552387.72395447620.973541409256.349206349219.31365.3175437007-1.7175437007-0.546191262655.468755.9

    -0.6713.024.9420093719.6202171996-10.3502171996-1.304560386657.936507936520.05375.65084035113.84915964891.22406048157.031255.91

    1.3016.016.0820103818.894676605-9.664676605-1.218153590959.523809523820.09386.7173896323-4.6373896323-1.474723290758.593755.98

    -1.1725.2110.9920113917.0965977398-2.2765977398-0.286946560761.111111111121.19396.2063347684-3.7263347684-1.185001284760.156256.08

    -0.6711.832.7620124018.642314659-9.382314659-1.182564172662.698412698422.21404.939807497-1.379807497-0.438788718261.718756.18

    -0.5311.863.0520134118.6738599022-10.2338599022-1.289894499264.285714285722.29416.0285765549-3.5685765549-1.13483303763.281256.24

    4219.8725791456-11.0025791456-1.386785284565.87301587322.33426.0507963315-2.8507963315-0.906573758264.843756.47

    4318.7684956323.4415043680.433773531767.460317460322.35436.8951478458-4.3151478458-1.372248082566.406257.12

    4418.5792241725-10.7692241725-1.357372795169.047619047622.57446.11745566162.26254433840.719505389167.968757.13

    4519.210129037415.33987096261.933465511770.634920634922.95455.9841370015-3.4441370015-1.095260363169.531257.22

    4617.72750260484.56249739520.575065551972.222222222222.99466.42853253535.89146746471.873529070371.093757.25

    4718.1375907677.2824092330.917888235773.809523809523.92475.38420303081.83579696920.583796653372.656258.13

    4820.156486334911.24351366511.417153113975.396825396824.06485.67306012783.83693987221.22017450474.218758.36

    4917.25432395613.93567604390.496059837476.984126984124.06497.0951258363.3348741641.060513994175.781258.38

    5017.06505249661.83494750340.231280153778.571428571425.21505.05090638050.85909361950.273197956277.343759.21

    5117.885228821-8.075228821-1.017816672880.158730158725.42514.91758772030.98241227970.31241417878.906259.3

    5218.4214979562-3.8214979562-0.481668621681.74603174625.64525.4953019143-2.3153019143-0.736282678180.468759.47

    5319.17858379420.13141620580.0165639483.333333333325.83535.873038118-1.813038118-0.576559174882.031259.5

    5418.642314659-2.602314659-0.328000519484.920634920626.98546.4063127586-1.5363127586-0.488558518283.593759.51

    5518.8631313617-0.3131313617-0.03946765286.507936507928.6556.0285765549-2.2185765549-0.705523317485.156259.65

    5617.790593091314.29940690871.802323511388.095238095229.71566.18411499173.02588500830.96225321886.718759.67

    5718.7369503887-8.4569503887-1.065929560389.682539682529.89575.42864258425.01135741581.593647738388.281259.98

    5817.1281429831-6.8481429831-0.863152519991.269841269831.4586.0952358849-3.5852358849-1.140130823989.8437510.43

    5917.8221383345-4.8021383345-0.60527033692.857142857132.09594.9620272737-1.4720272737-0.468115271191.4062510.44

    6019.6833076861-3.6733076861-0.462990447794.444444444432.5605.4508623609-0.5108623609-0.162457908892.9687510.99

    6117.34895968587.86104031420.9908199696.031746031733.41616.7618291857-0.6818291857-0.2168265994.5312511.41

    6217.8221383345-5.9921383345-0.755260121897.61904761934.55625.11756571055.87243428951.867476383596.0937512.29

    6317.9483193075-6.0883193075-0.767382948399.206349206337.68635.4508623609-2.6908623609-0.85571360497.6562512.32

    645.5397414677-2.4897414677-0.79175571299.2187515.01

    ENSO Correlations

    Sac maf

    SJ maf

    ENSO DATA

    Sac maf

    ENSO Average Index

    Water year flow (maf)

    Sacramento Valley

    Sheet1

    -1.3

    Residuals

    -1.3 Residual Plot

    Predicted 14.44

    -1.3

    14.44

    -1.3 Line Fit Plot

    Sample Percentile

    14.44

    Normal Probability Plot

    ENSO Average Index

    Residuals

    ENSO Average Index Residual Plot

    SJ maf

    Predicted SJ maf

    ENSO Average Index

    SJ maf

    ENSO Average Index Line Fit Plot

    Sample Percentile

    SJ maf

    Normal Probability Plot

    December-April

    Sac IndexSJ IndexENSO Average IndexarDJFJFMFMAMAMAMJMJJJJAJASASOSONONDNDJ

    6.622.85-1.301950-1.4-1.3-1.2-1.2-1.1-0.9-0.6-0.5-0.4-0.5-0.6-0.7

    9.183.14-0.601951-0.8-0.6-0.4-0.200.40.611.11.21.10.9

    12.385.170.4319520.60.40.30.30.30.1-0.100.20.20.20.3

    9.553.030.5719530.50.60.60.70.70.70.70.70.80.80.80.8

    8.512.720.4319540.70.50.1-0.4-0.5-0.5-0.6-0.7-0.8-0.7-0.7-0.7

    6.142.3-0.701955-0.7-0.7-0.7-0.8-0.8-0.8-0.8-0.7-1.1-1.4-1.7-1.6

    11.384.46-0.831956-1.1-0.8-0.6-0.5-0.5-0.5-0.5-0.6-0.5-0.5-0.5-0.5

    7.833.010.071957-0.30.10.40.70.911.11.21.21.31.51.8

    12.164.771.5319581.81.61.20.90.70.60.50.30.30.40.50.6

    6.752.210.5719590.60.60.50.30.2-0.1-0.2-0.3-0.100.10

    6.21.85-0.171960-0.1-0.2-0.2-0.1-0.100.10.20.20.10.10.1

    5.681.380.0019610000.10.30.40.2-0.1-0.3-0.3-0.2-0.1

    6.653.07-0.271962-0.2-0.3-0.3-0.3-0.2-0.20-0.1-0.2-0.3-0.4-0.5

    9.633.57-0.171963-0.4-0.20.10.30.30.50.81.11.21.31.41.3

    6.412.190.6019641.10.60.1-0.4-0.6-0.6-0.6-0.7-0.8-0.8-0.8-0.8

    10.153.81-0.301965-0.6-0.300.20.50.81.21.51.71.91.91.7

    7.162.511.1319661.41.10.90.60.40.30.30.10-0.1-0.1-0.2

    10.25.25-0.401967-0.3-0.4-0.5-0.4-0.20.10.1-0.1-0.3-0.3-0.3-0.4

    7.242.21-0.701968-0.6-0.8-0.7-0.5-0.20.10.40.50.50.60.81

    11.056.091.0719691.11.110.90.80.60.50.50.80.90.90.8

    10.43.180.4719700.60.40.40.30.1-0.2-0.5-0.7-0.7-0.7-0.8-1

    10.372.89-1.201971-1.2-1.3-1.1-0.8-0.7-0.7-0.7-0.7-0.7-0.8-0.9-0.8

    7.292.16-0.271972-0.6-0.30.10.40.60.81.11.41.61.92.12.1

    8.583.51.2019731.81.20.6-0.1-0.5-0.8-1-1.2-1.3-1.6-1.9-2

    12.993.9-1.571974-1.9-1.6-1.2-1-0.8-0.7-0.5-0.4-0.4-0.6-0.8-0.7

    9.353.85-0.531975-0.5-0.5-0.6-0.7-0.8-1-1.1-1.2-1.4-1.5-1.6-1.7

    5.291.57-1.101976-1.5-1.1-0.7-0.5-0.3-0.10.20.40.60.70.80.8

    3.110.840.5019770.60.60.30.30.30.40.40.40.50.70.80.8

    8.654.580.4319780.70.50.1-0.2-0.3-0.3-0.3-0.4-0.4-0.3-0.1-0.1

    6.673.670.071979-0.10.10.20.30.2000.20.30.50.50.6

    9.044.730.4019800.50.40.30.30.40.40.30.1-0.100-0.1

    6.212.44-0.501981-0.4-0.6-0.5-0.4-0.3-0.3-0.4-0.4-0.3-0.2-0.2-0.1

    12.765.450.001982-0.100.10.30.50.70.711.51.92.12.2

    15.297.221.8719832.21.91.51.20.90.60.2-0.2-0.5-0.8-0.9-0.8

    103.69-0.371984-0.5-0.3-0.3-0.4-0.5-0.5-0.3-0.2-0.3-0.6-0.9-1.1

    6.472.4-0.871985-1-0.9-0.7-0.7-0.7-0.6-0.5-0.5-0.5-0.4-0.4-0.4

    9.964.31-0.371986-0.5-0.4-0.2-0.2-0.100.30.50.70.91.11.2

    5.861.861.2319871.21.31.21.111.21.41.61.61.51.31.1

    4.651.480.4719880.80.50.1-0.2-0.8-1.2-1.3-1.2-1.3-1.6-1.9-1.9

    6.131.96-1.431989-1.7-1.5-1.1-0.8-0.6-0.4-0.3-0.3-0.3-0.3-0.2-0.1

    4.811.510.2019900.10.20.30.30.20.20.30.30.40.30.40.4

    4.211.960.2319910.30.20.20.30.50.70.80.70.70.81.21.4

    4.061.561.5019921.61.51.41.210.70.30-0.2-0.3-0.20

    8.544.20.3319930.20.30.50.60.60.50.30.20.20.20.10.1

    5.022.050.1319940.10.10.20.30.40.40.40.40.50.711.2

    12.895.950.80199510.80.60.30.20-0.2-0.4-0.7-0.8-0.9-0.9

    10.264.12-0.771996-0.9-0.8-0.6-0.4-0.3-0.2-0.2-0.3-0.3-0.3-0.4-0.5

    10.824.13-0.331997-0.5-0.4-0.10.20.71.21.51.82.12.32.42.3

    13.315.651.8019982.21.81.40.90.4-0.2-0.7-1-1.2-1.3-1.4-1.5

    9.83.59-1.271999-1.5-1.3-1-0.9-0.9-1-1-1.1-1.1-1.3-1.5-1.7

    8.943.38-1.472000-1.7-1.5-1.2-0.9-0.8-0.7-0.6-0.5-0.6-0.6-0.8-0.8

    5.762.2-0.602001-0.7-0.6-0.5-0.4-0.2-0.100-0.1-0.2-0.3-0.3

    6.352.34-0.032002-0.200.10.30.50.70.80.80.91.21.31.3

    8.212.810.7720031.10.80.40-0.2-0.10.20.40.40.40.40.3

    7.512.210.2020040.30.20.10.10.20.30.50.70.80.70.70.7

    8.454.770.4320050.60.40.30.30.30.30.20.10-0.2-0.5-0.8

    135.6-0.702006-0.9-0.7-0.5-0.300.10.20.30.50.811

    6.21.90.3020070.70.3-0.1-0.2-0.3-0.3-0.4-0.6-0.8-1.1-1.2-1.4

    5.42.1-1.402008-1.5-1.5-1.2-0.9-0.7-0.5-0.3-0.2-0.1-0.2-0.5-0.7

    5.52.4-0.672009-0.8-0.7-0.5-0.20.20.40.50.60.81.11.41.6

    6.93.51.3020101.61.310.60.1-0.4-0.9-1.2-1.4-1.5-1.5-1.5

    105.1-1.172011-1.4-1.2-0.9-0.6-0.3-0.2-0.2-0.4-0.6-0.8-1-1

    6.92.2-0.672012-0.9-0.6-0.5-0.3-0.200.10.40.50.60.2-0.3

    5.81.6-0.532013-0.6-0.6-0.4-0.2-0.2-0.3-0.3-0.3-0.3-0.2-0.3-0.4

    [..........Sacramento Valley..........][.........San Joaquin Valley ……]DWR Data Water Year Hydrologic Classification Indices

    [.....Runoff (maf).....] [..WY Index..] [.....Runoff (maf).....] [..WY Index..]

    WYOct-MarApr-JulWYsumIndexYr-typeOct-MarApr-JulWYsumIndexYr-typeSac%O-MSJ%O-MSac%A-JulSJ%A-Jul

    19013.495.589.394.6W0.37167199150.5942492013

    19021.123.815.083.41AN0.22047244090.75

    19031.454.135.713.45AN0.25394045530.7232924694

    19041.965.377.644.31W0.25654450260.7028795812

    19051.823.365.33.24AN0.34339622640.6339622642

    190612.5712.9226.7111.76W2.539.2412.436.7W0.47061025830.2035398230.48371396480.7433628319

    190718.9613.4533.714.07W3.677.6111.826.2W0.5626112760.31049069370.39910979230.6438240271

    19088.295.614.777.73BN0.982.173.322.4D0.56127285040.29518072290.37914691940.6536144578

    190920.618.9830.6812.1W2.855.918.974.59W0.67177314210.31772575250.29269882660.6588628763

    191013.126.1120.129.38W2.873.626.643.65AN0.65208747510.43222891570.30367793240.5451807229

    191112.2713.1226.3811.74W3.637.5211.485.97W0.46512509480.31620209060.49734647460.6550522648

    19124.845.6511.416.71BN0.542.573.212.55BN0.42418930760.16822429910.4951796670.800623053

    19135.726.2912.856.24D0.442.3432C0.44513618680.14666666670.48949416340.78

    191416.7210.0827.8110.92W2.725.678.694.35W0.60122258180.31300345220.36245954690.6524741082

    191511.4111.4223.8610.99W1.294.956.44.1W0.47820620280.20156250.47862531430.7734375

    191614.258.8924.1410.83W2.675.58.384.65W0.59030654520.31861575180.36826843410.6563245823

    19177.259.1417.268.83AN1.664.846.664.13W0.42004634990.24924924920.52954808810.7267267267

    19185.274.8910.996.19D1.073.44.593.08BN0.47952684260.23311546840.44494995450.7407407407

    19198.126.7715.667BN1.062.994.092.62BN0.51851851850.25916870420.4323116220.7310513447

    19203.634.919.25.15C0.723.294.092.64BN0.39456521740.17603911980.53369565220.804400978

    192115.477.5223.89.2AN1.973.845.93.23AN0.650.33389830510.31596638660.6508474576

    19226.6310.5717.988.97AN1.515.997.684.54W0.36874304780.19661458330.58787541710.7799479167

    19236.216.2713.217.06BN1.393.955.513.55AN0.47009841030.25226860250.47464042390.7168784029

    19243.271.945.743.87C0.451.031.51.42C0.56968641110.30.33797909410.6866666667

    19258.766.5115.996.39D1.453.935.512.93BN0.54784240150.26315789470.40712945590.7132486388

    19266.374.7911.765.75D0.892.563.492.3D0.54166666670.25501432660.40731292520.7335243553

    192714.348.7523.839.52W1.84.566.53.56AN0.60176248430.27692307690.36718422160.7015384615

    192810.245.8616.768.27AN1.692.644.372.63BN0.61097852030.38672768880.34964200480.6041189931

    192943.848.45.22C0.522.292.842C0.47619047620.18309859150.45714285710.8063380282

    19308.244.6513.525.9D0.762.443.252.02C0.60946745560.23384615380.34393491120.7507692308

    19313.522.096.13.66C0.461.181.661.2C0.57704918030.27710843370.34262295080.7108433735

    19326.286.2413.125.48D1.794.696.633.41AN0.47865853660.2699849170.47560975610.7073906486

    19333.734.668.944.63C0.492.773.342.44D0.41722595080.14670658680.52125279640.8293413174

    19345.682.458.634.07C0.981.262.281.44C0.65816917730.42982456140.28389339510.5526315789

    19356.279.6916.596.98BN1.265.036.413.56AN0.37793851720.19656786270.58408679930.7847113885

    193610.326.4117.357.75BN24.386.493.74AN0.59481268010.30816640990.36945244960.6748844376

    19375.57.2413.336.87BN1.784.666.533.9W0.41260315080.27258805510.54313578390.7136294028

    193817.9612.9331.8312.62W3.587.3311.245.89W0.56424756520.31850533810.40622054670.6521352313

    19394.563.048.185.58D11.832.92.2D0.55745721270.34482758620.37163814180.6310344828

    194014.786.9322.438.88AN2.494.046.593.36AN0.65893892110.377845220.30896121270.6130500759

    194116.329.7727.0811.47W2.225.517.934.43W0.60265878880.27994955860.36078286560.6948297604

    194214.339.9325.2411.27W1.935.287.384.44W0.56774960380.26151761520.39342313790.7154471545

    194313.376.921.139.77W2.864.287.284.03W0.63274964510.39285714290.3265499290.5879120879

    19444.814.9310.436.35D0.872.973.922.76BN0.46116970280.22193877550.4726749760.7576530612

    19458.425.9215.066.8BN2.074.376.63.59AN0.55909694560.31363636360.39309428950.6621212121

    194610.895.9717.627.7BN1.993.655.733.3AN0.61804767310.34729493890.33881952330.6369982548

    19475.93.8310.395.61D1.262.123.422.18D0.56785370550.36842105260.36862367660.6198830409

    19485.399.5515.757.12BN0.563.584.212.7BN0.34222222220.13301662710.60634920630.8503562945

    19495.735.5911.976.09D0.623.123.792.53BN0.47869674190.16358839050.46700083540.8232189974

    19507.016.7214.446.62BN1.023.574.652.85BN0.48545706370.21935483870.46537396120.7677419355

    195116.775.4222.959.18AN4.352.837.253.14AN0.73071895420.60.23616557730.3903448276

    195213.8613.6828.612.38W2.186.849.35.17W0.48461538460.23440860220.47832167830.735483871

    195310.848.2620.099.55W1.073.184.353.03BN0.53957192630.24597701150.41114982580.7310344828

    19549.746.8117.438.51AN1.13.164.32.72BN0.55880665520.25581395350.39070567990.7348837209

    19555.195.0710.986.14D0.782.673.52.3D0.47267759560.22285714290.46174863390.7628571429

    195620.328.629.8911.38W4.145.299.674.46W0.67982602880.42812823160.2877216460.5470527404

    19577.726.2914.897.83AN1.023.194.293.01BN0.5184687710.23776223780.42243116190.7435897436

    195816.3712.2429.7112.16W1.676.48.364.77W0.55099293170.19976076560.41198249750.7655502392

    19597.43.8412.056.75BN0.981.852.982.21D0.61410788380.32885906040.31867219920.6208053691

    19607.724.6513.066.2D0.852.072.961.85C0.59111791730.28716216220.35604900460.6993243243

    19616.874.3911.975.68D0.541.52.11.38C0.57393483710.25714285710.36675020890.7142857143

    19628.176.2315.116.65BN1.264.245.613.07BN0.54070152220.22459893050.41230972870.7557932264

    196312.0110.0922.999.63W1.684.376.243.57AN0.52240104390.26923076920.43888647240.7003205128

    19645.94.3710.926.41D0.932.143.142.19D0.54029304030.29617834390.40018315020.6815286624

    196516.598.1325.6410.15W3.24.558.133.81W0.64703588140.3936039360.31708268330.5596555966

    19667.424.8412.957.16BN1.492.423.982.51BN0.5729729730.37437185930.37374517370.608040201

    196712.1411.0124.0610.2W2.467.099.985.25W0.50457190360.2464929860.4576059850.7104208417

    19688.664.1213.647.24BN1.021.852.942.21D0.63489736070.34693877550.30205278590.6292517007

    196915.3310.6826.9811.05W3.848.1412.296.09W0.56819866570.31244914560.39584877690.6623270952

    197018.874.3524.0610.4W2.552.965.613.18AN0.78428927680.45454545450.1807980050.5276292335

    197112.718.922.5710.37W1.563.234.912.89BN0.56313690740.31771894090.3943287550.6578411405

    19727.615.0213.437.29BN1.252.223.572.16D0.56664184660.3501400560.37379002230.6218487395

    197312.86.3820.058.58AN1.874.486.473.5AN0.638403990.28902627510.31820448880.6924265842

    197421.699.7832.512.99W2.434.537.123.9W0.66738461540.34129213480.30092307690.6362359551

    19759.248.9519.239.35W1.374.656.183.85W0.480499220.22168284790.46541861670.7524271845

    19764.632.758.25.29C0.781.071.971.57C0.56463414630.39593908630.33536585370.5431472081

    19772.491.935.123.11C0.220.81.050.84C0.4863281250.20952380950.3769531250.7619047619

    197814.98.1223.928.65AN2.576.59.654.58W0.6229096990.26632124350.33946488290.6735751295

    19796.065.6412.416.67BN1.873.995.983.67AN0.48831587430.31270903010.45447219980.6672240803

    198015.49622.339.04AN3.745.419.474.73W0.69368562470.39493136220.26869682040.5712777191

    19816.813.6311.16.21D0.852.293.222.44D0.61351351350.26397515530.3270270270.7111801242

    198220.5611.8233.4112.76W3.78711.415.45W0.61538461540.33128834360.35378629150.6134969325

    198322.7513.6637.6815.29W5.428.7315.017.22W0.60376857750.36109260490.36252653930.5816122585

    198415.985.5222.3510W3.513.487.133.69AN0.71498881430.4922861150.24697986580.4880785414

    19856.24411.046.47D1.112.413.62.4D0.56521739130.30833333330.36231884060.6694444444

    198619.455.4525.839.96W4.364.929.54.31W0.75300038710.45894736840.21099496710.5178947368

    19875.852.89.275.86D0.551.482.081.86C0.63106796120.26442307690.30204962240.7115384615

    19885.782.99.234.65C0.861.552.481.48C0.62621885160.34677419350.31419284940.625

    19899.035.0714.826.13D1.072.423.561.96C0.60931174090.30056179780.34210526320.6797752809

    19904.943.729.264.81C0.831.592.461.51C0.53347732180.3373983740.40172786180.6463414634

    19913.94.018.444.21C0.562.573.21.96C0.46208530810.1750.47511848340.803125

    19925.412.938.874.06C0.861.662.581.56C0.60992108230.33333333330.33032694480.6434108527

    199312.448.9822.218.54AN2.495.658.384.2W0.56010805940.29713603820.40432237730.6742243437

    19944.552.737.815.02C0.661.82.542.05C0.58258642770.25984251970.34955185660.7086614173

    199519.8313.634.5512.89W3.678.0112.325.95W0.57395079590.29788961040.39363241680.6501623377

    199613.058.3722.2910.26W2.574.517.224.12W0.58546433380.35595567870.37550471060.6246537396

    199720.224.3925.4210.82W5.753.599.514.13W0.7954366640.60462670870.17269866250.3774973712

    199817.6512.5431.413.31W2.827.1110.435.65W0.56210191080.27037392140.39936305730.6816874401

    199912.977.2621.199.8W1.93.855.913.59AN0.61208117040.32148900170.34261444080.6514382403

    200012.065.9618.98.94AN1.983.785.93.38AN0.63809523810.33559322030.31534391530.6406779661

    20015.643.469.815.76D0.922.233.182.2D0.57492354740.28930817610.35270132520.7012578616

    20029.324.5714.66.35D1.272.754.062.34D0.63835616440.31280788180.31301369860.6773399015

    200310.717.7419.318.21AN1.253.494.872.81BN0.55463490420.25667351130.40082858620.7166324435

    200410.954.416.047.51BN1.512.253.812.21D0.68266832920.39632545930.27431421450.5905511811

    20058.49.2818.558.49AN2.736.289.214.75W0.45283018870.29641693810.50026954180.6818675353

    200618.0613.0932.0913.2W2.867.3710.445.9W0.56279214710.27394636020.40791523840.7059386973

    20076.593.0410.286.19D0.991.462.511.97C0.64105058370.39442231080.29571984440.5816733068

    20085.93.8210.285.16C0.992.453.492.06C0.57392996110.28366762180.37159533070.7020057307

    20097.055.2212.915.75D1.513.364.972.73BN0.54608830360.30382293760.40433772270.676056338

    min2.491.935.123.110.220.81.050.84

    mean11.276.5218.628.331.973.815.963.290.56415030390.29863822870.38547413940.6760648011

    max22.7513.6837.6815.295.759.2415.017.22

    Pre 19500.52974953740.27536598950.41984605280.7006532588

    Post19500.58937753270.31764389070.36026806960.6559842272

    Rate of seasonal shift seems to be about 1% per decade.

    Sac%O-M

    Sac%A-Jul

    SJ%O-M

    SJ%A-Jul

    Year

    Proportion of Water Year's Flow

    Sac A-Jul = -0.001x + 2.2854R2 = 0.1254

    SJ A-Jul = -0.0007x + 1.9718R2 = 0.0644

  • 33

    Streamflow and El Nino

    ENSO Index

    Sac.

    Riv

    er A

    nnua

    l Run

    off,

    maf

    Water Challenges for California AgricultureOutlineSlide Number 3Water and People in CaliforniaMost annual rainfall variability in USDroughtDrought in CaliforniaDroughts test, and spur progressSacramento Valley PrecipitationSan Joaquin Valley PrecipitationTulare Basin PrecipitationSierra SnowpackReservoir levels2015 Water Shortage & Changes in Groundwater2015 Estimated Agricultural Drought ImpactsSlide Number 16Innovations from this drought?Water ScarcityGroundwater ProblemsImplications from GroundwaterNeed to reconcile ecosystems and agricultureSlide Number 22Who depends on the Delta?Delta Island SubsidenceProblems of California’s Sacramento-San Joaquin DeltaDelta of Tomorrow Will be Different, No Matter What We Do Three linked Delta problemsPortfolio-based ManagementResistance is FutileConclusionsSuggested ReadingsWill next year be dry?�(from historical data, 1906-2013)Streamflow and El Nino