water challenges for california agriculture · 1) 4 th year of drought, so far similar to droughts...
TRANSCRIPT
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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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2
Outline
• Overview of California Water
• Drought
• Water Scarcity
• Delta
• Inevitable changes
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What people know…
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Water and People in California
4
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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
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Drought
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7
Drought in California 1) Large agricultural water
use (80% of human use) - 4 million irrigated hectares, $45 billion/yr
2) $2 trillion economy 3) Native ecosystems –
fish and birds 4) Major changes in
habitats, flows, species 5) Droughts lead to change
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1. Water needs are always changing
2. Major water policy changes require droughts, floods, or lawsuits – benefits of drought
3. Every generation requires a threatening flood and a threatening drought – We’ve got one.
Droughts test, and spur progress
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Sacramento Valley Precipitation
9
2014: 8th
driest in 106
years
-
10
San Joaquin Valley Precipitation
2015: 3rd
driest in 106
years
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11
Tulare Basin Precipitation
2015: 3rd-4th driest in
106 years
-
12
Sierra Snowpack
A warm drought
Lowest snowpack on record
-
13
Reservoir levels
-
2015 Water Shortage & Changes in Groundwater
14
Region
2015 Water use changes (MAF) Surface Water
Groundwater
Net Delivery Shortage
Sacramento -2.29 1.19 -1.1 San Joaquin -1.84 1.40 -0.44 Tulare -4.57 3.41 -1.16 Central Coast and So. Cal.
-0.02 0.02 0.01
Total -8.72 6.02 -2.7
-
2015 Estimated Agricultural Drought Impacts Description Impact Base year Percent Drought water shortage (million acre-ft) 8.7 26.4 33%
Groundwater replacement (million acre-ft) 6.0 8.4 72%
Net water shortage (million acre-ft) 2.7 26.4 10%
Drought-related idle land (acres) 540,000 9 million* 6%
Crop revenue losses ($) $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.
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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?
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Water Scarcity Groundwater? Ecosystems?
And… High crop values, trees & vines, and urban growth
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19
Groundwater Problems Quantity • Overdraft - SGMA • Conjunctive use • Droughts
Quality • Salinity • Nitrate • Other…
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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?
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21
Need to reconcile ecosystems and agriculture
Wetlands California’s freshwater fishes are losing
Extinct
Special Concern
Listed
OK
Salmonid Habitat
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22
Sacramento-San Joaquin Delta
http://sfbay.wr.usgs.gov/access/yearbook.html
http://sfbay.wr.usgs.gov/access/yearbook.html
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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
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24
Delta Island Subsidence
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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
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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)
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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
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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.
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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.
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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
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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