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Focus on Nut and Fruit
CropsWater Efficient
Production
Water and Energy Saving,Sustainable Ag
Crop Water Stress in Almonds
AgendaSap Flow Solutions for Plant Stress MonitoringNew Technology to Supply Answers to Growers with Critical IssuesWith the right data, you will know how or when to irrigate or improve methods.
Why is this Different?
What is Important?
How does it Work?
How do I Benefit from this?
What is Needed?
Dynamax Background – Intro• World wide producer -transpiration Sensors since
1989• Started new subsidiary in Fresno, CA WET Center for
Monitoring Services April 15 2014. Focus on Almonds #1 crop in California.
• Manufacturer of 5 sap flow monitoring systems since 1991 - Flow32, FLGS-TDP, Flow-4, Probe-12 and SapIP.
• Patented SHB sap flow (1993), Micro Sensors (1994), and EXO-Skin Sensors (2013), and Sap flow irrigation controls (2006)
• Introduced first Self Healing Mesh Network nodes to Agricultural and Viticulture Industry 2010.
• Founder – Invented Neutron Probe (1956), Leaf Porometer (1965), and ET algorithms (1965 - 2005) – C.H.M. van Bavel
What Is Sap Flow?
All water transpired moves via Sap Flow through the stem / trunk or branches where it may be measured by the sap flow sensor ...
Also called sap flow collarssince the sensor wraps around the branch.
Needles – sap flow sensor methods.Heated probes inserted into the trunk
• Sap Velocity – Thermal Dissipation Probe, (TDP)
• Sap Velocity – Heat Pulse Velocity, (HPV)• Heat Ratio Method (HRM )
• (3 needles, center is heated)• HFD –Heat Field Deformation, 10 temp
sensors
• All the above require calibration and subject to non-uniform sap wood profiles. May require several sensors per trunk.
(Qf)
Our new sap flow sensor heats the stem by a heater strip with constant power. Measure the heat loss to the ambient (Qr). The remaining heat is carried by the sap (Qf)*
(Qr)
HOW? Measure the temperature increase (+) and convert the heat to a flow rate, based on the cooling effect of water (Specific Heat = Cp).
Heater Strip
Temp Sensor (-)
Temp Sensor (+)
* Stem Heat Balancemethod(S.H.B.)
Low Flow Rate, Heat only conducted outward, and temp is higher, 4-8 deg.
High Flow Rate, Heat dissipated by sap flow, and temp is lower, .5 to 1 deg.
(SF)high(SF) low
HOW?
Advantages:• Stem Heat
Balance (SHB) method does not require calibration.
• Non Invasive.
Requirements - The SHB type sensor is wrapped around the
stem or trunk Heater in firm contact, but flexible and
expandable. Apply stretch wrap. Temp sensors - accurate and in good
contact. Almonds require stem prep and clean.
Based on the physical property and mass of water(g), heat(J) and temp(C). [Cp = 4.186 J/g/C.]
HOW?
Shielding and insulation to prevent heat from the sun and irregular temp swings.
Requirements
Solar Power required to maintain constant heat (about 10 W per sensor)
Maintenance to observe stem, adjust for growth, check condensate and keep stem healthy.
Measure stems, input heater and plant properties into the logger / web site computations.
Real-time computations and communication to grower, and technical support.
Internet Protocol
Requirements – Real Time Data Data Access by Growers, Remote field data. Examples of a Sap Flow Network
Vineyards in Napa – Sonoma Network – Fruition Sciences
200 sites
Agrisensors.com
SapIP Loggers
Sap Flow Applications – SHB Method
• Commercial Irrigation – New Sensors and Systems for
• Orchards – Nuts, Fruit Trees• Crops – Corn, cotton, soybean• Viticulture – Wine grapes (7
years operations)• High value – fruits and plants
History of Apps SHB Method• Commercial and Government
Research (over 25 years) proven technology• Water Relations Studies – Competition • Crop Water Use – Irrigation studies• Breeding and genetic engineering - drought
tolerance• Nutrient and Disease Analysis• 100 reference papers
Dynamax Inc 2014
Installation and Results
Starting July 1 Nonpareil – zone 1 and zone 2 (Test)Previous work to
validate methods in May - June
Survey and Tree selectionConsultation with CIT staff, Nov 2013, and Feb 2014.Sited at irrigation zones 1 and 2 (Test)Selection of healthy trees is importantRepresentative of Field (not outliers)Measure branches and select dominantIndex branch dimension to canopy as installations vary. All branches measured.
Dynamax Inc 2014
InstallationSapIp Logger sited in Zone 1With solar and cellular gateway
Dynamax Inc 2014
Branches measured and prepared for sensors
Dynamax Inc 2014
Step 1- 2. Remove rough spots. Clean the sanded branch and spray with a thin layer of canola oil. This allows the sensor to move with plant growth.
Fit sensor on target branch.Step 3. Place a small amount of silicone grease to the inside of the sensor
Dynamax Inc 2014
Step 4 - Install the sensor around the branch. Make sure the heater strip is overlapping to ensure proper contact and heating.
Wrap and insulate the sensor Step 5. Wrap EXO Sensor with
elastic Velcro strap, overlapping 1/8th to 1/4th inch starting from the middle of the sensor to the top and bottom.
Step 7. Install 3 foam insulator bodies around the EXO Sensor and above and below sensor zone, then attach sensor cable to designated Sap-IP channel.
Step 8. Install Gore-Tex waterproof jacket over foam bodies.
Install Solar ShieldingStep 9-10. Install 2 layers of reflective shield around EXO Sensor and insulate the branch below with more reflective shield.
Data Checking steps –Run sensor with and without heat to test and characterize thermal gradients and check operations.
BASIC Data CollectionSap Flow dataCIMIS Data - ETo for
comparisonAccumulate daily total and
check with weekly irrigation schedule
Dynamax Inc 2014
Agrisensors login to site data
Dynamax Inc 2014
Select the Reports Tab and select the SapIPSITE 1 7/4 TO 7/9 1-6 days shows the quarter hourly sap flow readings. (g/hr). CIMIS data from Fresno State reported below.
7/4 To 7/9 ETo (mm)
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1
100
700
1300
1900
100
700
1300
1900
100
700
1300
1900
100
700
1300
1900
100
700
1300
1900
100
700
1300
1900
Time
mm
ETo (mm)
Chart Accumulated Water
Dynamax Inc 2014
Accumulated Sap Flow Liters / Tree 1.
(~ 1 gal / day)
(3.8 liters)
Irrigation 18 hrs @July 3(250 gal), 12 h @ July 7.
Compare with Tree 2 - Stressed
-----Sap Flow Liters / branch (~ .5 gal / day)
We see that a crowded tree with competition for irrigation loses sap flow compared to an adjacent healthy tree. The sap flow is ½ as much on the stressed tree, and it does not recover when it is watered.Water Management should not be based on the stressed tree, it would lead to under-watering the whole crop if used for a water replenishing budget. If used to gauge stress, and add more water to remove stress, it would lead to over-watering.
Irrigation 18 hrs @July 3(250 gal), 12 h @ July 7.
Scaled data results – Grower
Weekly report – example 2 weeks before harvestSite 2 example Irrigation at 16 hrs 2 x week (450 gal /tree)
02468
101214
0:00
:00
5:15
:00
10:3
0:00
15:4
5:00
21:0
0:00
2:15
:00
7:30
:00
12:4
5:00
18:0
0:00
23:1
5:00
4:30
:00
9:45
:00
15:0
0:00
20:1
5:00
1:30
:00
6:45
:00
12:0
0:00
17:1
5:00
22:3
0:00
3:45
:00
9:00
:00
14:1
5:00
19:3
0:00
0:45
:00
6:00
:00
11:1
5:00
16:3
0:00
21:4
5:00
3:00
:00
8:15
:00
13:3
0:00
18:4
5:00
Gal
lons
/Hr
7/20 to 7/26 SITE2 ALMONDSSensor 1 -Gallons
Sensor 2 -Gallons
Total Avrg Gallons
Weekly report –new Accumulator Sap Flow ChartSite 2 example Irrigation at 16 hrs 2 x week (450 gal /tree)
Dynamax Inc 2014
0102030405060708090
1000:
00:0
0
5:00
:00
10:0
0:00
15:0
0:00
20:0
0:00
1:00
:00
6:00
:00
11:0
0:00
16:0
0:00
21:0
0:00
2:00
:00
7:00
:00
12:0
0:00
17:0
0:00
22:0
0:00
3:00
:00
8:00
:00
13:0
0:00
18:0
0:00
23:0
0:00
4:00
:00
9:00
:00
14:0
0:00
19:0
0:00
0:00
:00
5:00
:00
10:0
0:00
15:0
0:00
20:0
0:00
1:00
:00
6:00
:00
11:0
0:00
16:0
0:00
21:0
0:00
Gallons per Day Accumulated Sap Flow466 Gallons per tree 7/20 to 7/26
(Highest day 80gal, lowest 56 gal, avg 66 ) = 462 gal week
Total Accumulated Gallons
Sap Flow dataCIMISCalculate Kc wet days, Ks on
dryTwo Kinds – Crop Water Stress Index CWSI = (Etm- Eta)/Etm (Textbook
definition) Water “Stress Factor” CWSF = Ks/Kc So if Stress Factor = .75
Transpiration is 75 % of maximum T New terminology - simple for sap flow
Stress Data Analysis
ETo= Evapotranspiration potential based on weather models
Irrigation Model = Kc (Crop Coefficient) * ETo
to predict water use when well watered.
ETa (actual) = Ks * ETo , (and Ks=Eta / ETo)
Ks is Crop Water Stress Coeff. Typically lower than Kc.
Water cycleT = Transpiration
ETo Weather Stations Recommended
• CIMIS Type – • Example -
Dynamet • InteliMet
AdvantageSolar Radiation
(Pyranometer)
Air Temp and HumidityUltrasonic WindFlow or Water PressureBarometer
SAPIP - microclimate
Water Stress Index – Check the Irrigation ScheduleThen calculate the Kc
Dynamax Inc 2014
0
5
10
15
20
25
30
7/17
7/18
7/19
7/20
7/21
7/22
7/23
7/24
7/25
7/26
7/27
7/28
7/29
7/30
7/31 8/1
8/2
8/3
8/4
8/5
8/6
8/7
8/8
Mo
istu
re %
, Ho
urs
/ d
ay
Site 1-2 Soil Moisture %, 5-10 cm (2-4 in)Soil Moisture % Site 1Irrigation hrsSoil Moisture % Site 2Irrigation Hrs
Ratio of Sap Flow / ETo = Crop Stress Coefficient
Dynamax Inc 2014
0
2
4
6
8
10
12
Sap Flow vs ETo CIMIS FSU Campus(mm) 12.7 mm = 1/2 in
Eto -Cimis
Eta -SF
Kc = 1.0 to 1.05
Note that the 28th and the 30th are low ET days. Cooler weather are not normally days to set Kc for July.
Ks after stress induced – 7 days before shaking 10 hrs @ Aug 57 hrs @ Aug 8
8/3/14 8/4/14 8/5/14 8/6/14 8/7/14 8/8/14 8/9/140
103.18 2.71
7.28 6.42 6.99 7.14 7.1
ET Accumulated(mm)/
Day Average 5.8 mm /day
235 Gallons applied; 305 gallons used, water reserve depletion 70 gal.
Manage Stress ? Yes, but… The two other varieties need longer to mature.
Irrigation for 28 Hours Aug 23-25
Dynamax Inc 2014
Average Tree Transpiration – 21 gal / day.Surface Moisture ~ 10 % avg
Average Tree Transpiration – 14 gal / day.Surface moisture ~ 2%
Shaking alternate rows
8/29
Sap Flow data CIMIS Calculate Ks and Tracking Soil Moisture Sensors
Data from Puresense Capacitance Sensor – Delta-T portable sensor. SM150.
Pressure Chamber Independent Lab – Dellavalle
Project and relate to previous methods and history
Stress Data AnalysisValidation and Correlation
Did trees survive at Ks=.20 to .40 ? Stress was severe, and long, 30 days One Irrigation cycle 8/23 to 8/25 Stored water at 24 – 36 inches depleted in
stress.
Deep Roots provided survival water over 60 inch depth? One irrigation cycle over 4 weeks. Significant loss of leaves and stems noted.
Pressure Chamber Analysiso 5 trees each site measured 3-5 reps each
tree.o Mid – day stem water potential before stress
and after, over several weeks.o Followed U of C – guidelines ANR pub 8503
updated May 2014
Dynamax Inc 2014
Site 1 –Always more stressed-10 to -12 Bar SWP is normal for well watered conditions.Site 2 –Seems less stressed,More vigorous.Sandy Soil has lower water content normally.- 7to -9 Bar is normal for well watered
Dynamax Inc 2014
Stem Water Potential / Sap Flow Ks is highly correlated. Characterize the plant – varietal response vs. Soil, or vs. Grower special irrigator technique or root development
Put all correlations together.
Performed on benchmark days while well irrigated, and then during the “drought” started to dry down the nuts for harvest. Repeated SWP after recovery.
SITE 1 – SWP reached – 25 to -27 Bars (not shown)SITE 2 – SWP reached – 22 to -24 Bars (See Above)
Agrisensors.com Remote Logging Network Demo
Presentation
Computations
Graphics Server
User’s Records
Coming Soon:
New Server – Agrisensors.net
Growers Only Data Interface with Stress tools and Grower custom logs.
Automatic Integration of CIMIS data and outside weather sources.
New Server –Agrisensors.net
Look for Dynamax at the Almond Board Meeting Booth 905 for an update and demo - Dec 9.
Dynamax Inc 2014
Summary:We hope you are satisfied that: Sap Flow demonstrated to track tree response to:Weather Water Status Moisture level – and soil conditions Competition – Stress – Detects Overwatering Detect Under- Watering Plant Recovery after Harvest Measure Kc (Crop Coefficient) after well watered Measures Ks (Stress Coefficient)
Dynamax Inc 2014
• Info Benefits to Growers are:• Determine “Stress Factor” (Ratio of Ks/Kc) Directly and
Daily• Determine Stem or Leaf Water Potential Relationship to
Water stress – Field and Varietal Characterized• Know if Soil Water is Refilling Or in Depletion mode;• and by how much.
• Potentially a key measurement for :• Combine with other factors to determine Vigor• Combine with other factors to gauge production efficiency.• Measures Nutrient – Water Uptake Volume and Timing• Most Importantly Water Use Efficiency by week / month /
season !THANK YOU FROM DYNAMAX – PLEASE SEE US in the WET CENTER- NEXT DOOR !