SlideShare a Scribd company logo
1 of 31
Download to read offline
HOW TO IMPROVE
IRRIGATION SCHEDULING
USING SOIL MOISTURE
GAYLON S. CAMPBELL, PH.D.
METER GROUP, INC. USA
PULLMAN, WA, USA
WHY MANAGE IRRIGATION?
• Produce healthy crops while minimizing costs
and environmental impact
• Control assimilate partitioning and increase
value of harvested products
• Other custom applications (frost control,
nutrient management, waste disposal, etc.)
CORRECT IRRIGATION
REQUIRES THE ANSWER TO
ONLY TWO QUESTIONS:
• When do I turn the water on?
• When do I turn the water off?
OPTIONS FOR DECIDING WHEN
TO TURN THE WATER ON
• Clock or calendar
• Ask the soil
• Ask the plant
• Ask the atmosphere
IRRIGATION SCHEDULING BY
CLOCK OR CALENDAR
Method:
• Apply water on a fixed
schedule
• Simplest of all methods
• Match average supply with
average demand
But:
• Wastes water and nutrients
when demand is low
• Stresses crops when demand
is high
IRRIGATION SCHEDULING USING
SOIL MOISTURE MEASUREMENT
Method:
• Install sensors
• Determine full and refill points
• Monitor
Shows water applications
and extraction
Can show drainage
But:
• Soils and crops are variable
• Can’t cover the field with
sensors
• Doesn’t measure the stress
level of plants
IRRIGATION SCHEDULING
BASED ON PLANT
MEASUREMENT
Method:
• Measure canopy temp.,
stomatal cond., stem diam.,
fruit diam, water potential, etc.
• Irrigate when the plant says it
needs it
Essential for deficit and
controlled stress irrigation
But:
Water stress from:
• Too little water
• Too much water
• Disease
• High evap. demand
Irrigation can only fix too little
water
IRRIGATION SCHEDULING
USING ET (ATMOSPHERE)
• Method:
• Make a water budget
• Measure weather
• Estimate ET
• Irrigate to replenish ET
• Corrects for demand
• Relatively easy and
inexpensive
But:
• How much water was actually
applied?
• How much was actually used?
• Did water drain out the
bottom?
WHICH METHOD IS BEST?
• Depends on needs and resources
• Go beyond calendar for modern irrigated agriculture
• Soil moisture monitoring gives best understanding
and control
• ET can give insight into varying demands and can be
effectively used with soil measurements
• Plant measurements essential for controlled
stress irrigation
“Since the soil is the primary recipient of
the irrigation water, it seems reasonable that
the answers to these two questions [when
to turn water on and when to turn it off]
should come from monitoring the soil.”
Dr. Melvin D. Campbell
WHERE DO THE DATA COME
FROM?
Solar Radiation
Wind
Temp
Humidity
Rain
ZL6 Data Logger
- Solar charging
- Cell enabled
- Data directly to cloud
Soil Moisture
STEPS FOR SCHEDULING
IRRIGATION BY SOIL MOISTURE
MONITORING
• Select a monitoring site
• Select a moisture monitoring method
• Set the full and refill points
• Select and use a record-keeping scheme
SITE SELECTION
The “Field” average is not needed
Since the “field” is irrigated as a unit,
monitor only one representative site
CHARACTERISTICS OF A
REPRESENTATIVE SITE
• Away from the edge
• Healthy, vigorous plants
• No runoff/run-on, good water holding capacity soil
• Representative exposure to irrigation and climatic
conditions
ZL6 has GPS so georeferencing is automatic
and shown on ZENTRA Cloud
MOISTURE MONITORING:
WHAT TO MEASURE?
Water potential–TEROS 21
Energy state of water in soil
-Is the water available to the plant?
-Will the water run out the bottom?
Water content–TEROS 10, 11, 12
Amount of water in soil
-When to irrigate next
-How much water to add
WATER CONTENT VS. WATER
POTENTIAL – 3 SOIL TEXTURES
MEASURE AT TWO OR MORE
DEPTHS
Shallow sensor monitors root-
zone moisture
Deeper sensors can show
drainage loss
More than two sensors
needed for reliable water
balance
FIRST APPROXIMATIONS OF
FULL AND REFILL POINTS
Water potential basis
Full point is -10 to -30 kPa water potential
Permanent wilt is -1500 kPa water potential
Refill point is around -100 kPa
Water content basis
Full point is water content at -30 kPa
Permanent wilt is water content at -1500 kPa
Refill is water content at -100 kPa
Is different for every soil
WATER CONTENT FULL AND REFILL
POINTS FROM MOISTURE RELEASE
DATA
KEEP A RECORD
• Show time trends of soil moisture within and below
the root zone
• Show the full and refill points
• ZENTRA Cloud does this for you
FOOD PROCESSING WASTE
WATER DISPOSAL ON SANDY LOAM SOIL
0
2
4
6
8
10
12
14
0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
0.4
6/22/2007 6/29/2007 7/6/2007 7/13/2007 7/20/2007 7/27/2007
Irrigation(mm)
VolumetricWaterContent(m3m-3)
15 cm 30 cm
60 cm Applied Water mm
WATER CONTENT: POTATOES
WATER POTENTIAL: POTATOES
DOES GOOD IRRIGATION
MANAGEMENT PAY?
Yield vs. Water Potential Graph
Site Days in stress Yield (Mg/ha)
9 42 31.47
12 53 32.77
10 44 37.44
11 0 39.67
6 0 40.08
7 16 40.33
30
32
34
36
38
40
42
0 10 20 30 40 50 60
Yield(Mg/ha)
Days below -100 kPa
CONCLUSIONS
• Good irrigation management pays, in the
short run and in the long run
• Soil moisture monitoring is the best starting
point for good management
• New water content and potential sensors,
linked with sensor-to-cloud technology
makes irrigation management effective and
simple
FUTURE WEBINAR
ADVANCED IRRIGATION MANAGEMENT:
PLANT WATER RELATIONS AND
ATMOSPHERIC DEMAND
How to improve irrigation scheduling using soil moisture

More Related Content

What's hot

Automation in micro irrigation kvg
Automation in micro irrigation kvgAutomation in micro irrigation kvg
Automation in micro irrigation kvgkaushal gadariya
 
Measurement of evapotranspiration
Measurement of evapotranspirationMeasurement of evapotranspiration
Measurement of evapotranspirationVijithaVikneshwaran
 
Automatic irrigation system
Automatic irrigation systemAutomatic irrigation system
Automatic irrigation systemSONANTHADEVUS
 
APPLICATIONS OF ARC SWAT MODEL FOR HYDROLOGICAL MODELLING
APPLICATIONS OF ARC SWAT MODEL FOR HYDROLOGICAL MODELLINGAPPLICATIONS OF ARC SWAT MODEL FOR HYDROLOGICAL MODELLING
APPLICATIONS OF ARC SWAT MODEL FOR HYDROLOGICAL MODELLINGAbhiram Kanigolla
 
Soil Moisture 201: Moisture Release Curves
Soil Moisture 201: Moisture Release CurvesSoil Moisture 201: Moisture Release Curves
Soil Moisture 201: Moisture Release CurvesMETER Group, Inc. USA
 
Remote sensing based water management from the watershed to the field level
Remote sensing based water management from the watershed to the field levelRemote sensing based water management from the watershed to the field level
Remote sensing based water management from the watershed to the field levelCIMMYT
 
Remote Sensing and Water Management, Awni Kloup
Remote Sensing and Water Management, Awni KloupRemote Sensing and Water Management, Awni Kloup
Remote Sensing and Water Management, Awni KloupNENAwaterscarcity
 
REMOTE SENSING & GIS APPLICATIONS IN WATERSHED MANAGEMENT
REMOTE SENSING & GIS APPLICATIONS IN WATERSHED MANAGEMENT REMOTE SENSING & GIS APPLICATIONS IN WATERSHED MANAGEMENT
REMOTE SENSING & GIS APPLICATIONS IN WATERSHED MANAGEMENT Sumant Diwakar
 
Watershed charecteristics
Watershed charecteristicsWatershed charecteristics
Watershed charecteristicsVipin Mishra
 
Application of Soil Moisture Sensors in Agriculture: A Review
Application of Soil Moisture Sensors in Agriculture: A ReviewApplication of Soil Moisture Sensors in Agriculture: A Review
Application of Soil Moisture Sensors in Agriculture: A ReviewAnchit Garg
 
RAINFALL RUNOFF MODELLING USING HEC-HMS
RAINFALL RUNOFF MODELLING                USING HEC-HMSRAINFALL RUNOFF MODELLING                USING HEC-HMS
RAINFALL RUNOFF MODELLING USING HEC-HMSPushp Aggarwal
 
Stream flow by Arslan
Stream flow by ArslanStream flow by Arslan
Stream flow by ArslanZulfiqar Ali
 
Precision Farming / Satellite Farming (SSCM)
Precision Farming / Satellite Farming (SSCM)Precision Farming / Satellite Farming (SSCM)
Precision Farming / Satellite Farming (SSCM)OrisysIndia
 
Presentation on hydraulic conductivity and drainable porosity
Presentation on hydraulic conductivity and drainable porosityPresentation on hydraulic conductivity and drainable porosity
Presentation on hydraulic conductivity and drainable porosityAkhila Shiney
 

What's hot (20)

Soil moisture measurement
Soil moisture measurementSoil moisture measurement
Soil moisture measurement
 
Infiltration
InfiltrationInfiltration
Infiltration
 
Automation in micro irrigation kvg
Automation in micro irrigation kvgAutomation in micro irrigation kvg
Automation in micro irrigation kvg
 
Irrigation
IrrigationIrrigation
Irrigation
 
Measurement of evapotranspiration
Measurement of evapotranspirationMeasurement of evapotranspiration
Measurement of evapotranspiration
 
Drought indices
Drought indicesDrought indices
Drought indices
 
Automatic irrigation system
Automatic irrigation systemAutomatic irrigation system
Automatic irrigation system
 
APPLICATIONS OF ARC SWAT MODEL FOR HYDROLOGICAL MODELLING
APPLICATIONS OF ARC SWAT MODEL FOR HYDROLOGICAL MODELLINGAPPLICATIONS OF ARC SWAT MODEL FOR HYDROLOGICAL MODELLING
APPLICATIONS OF ARC SWAT MODEL FOR HYDROLOGICAL MODELLING
 
Hydrology.ppt
Hydrology.pptHydrology.ppt
Hydrology.ppt
 
Soil Moisture 201: Moisture Release Curves
Soil Moisture 201: Moisture Release CurvesSoil Moisture 201: Moisture Release Curves
Soil Moisture 201: Moisture Release Curves
 
Remote sensing based water management from the watershed to the field level
Remote sensing based water management from the watershed to the field levelRemote sensing based water management from the watershed to the field level
Remote sensing based water management from the watershed to the field level
 
Remote Sensing and Water Management, Awni Kloup
Remote Sensing and Water Management, Awni KloupRemote Sensing and Water Management, Awni Kloup
Remote Sensing and Water Management, Awni Kloup
 
REMOTE SENSING & GIS APPLICATIONS IN WATERSHED MANAGEMENT
REMOTE SENSING & GIS APPLICATIONS IN WATERSHED MANAGEMENT REMOTE SENSING & GIS APPLICATIONS IN WATERSHED MANAGEMENT
REMOTE SENSING & GIS APPLICATIONS IN WATERSHED MANAGEMENT
 
Watershed charecteristics
Watershed charecteristicsWatershed charecteristics
Watershed charecteristics
 
Application of Soil Moisture Sensors in Agriculture: A Review
Application of Soil Moisture Sensors in Agriculture: A ReviewApplication of Soil Moisture Sensors in Agriculture: A Review
Application of Soil Moisture Sensors in Agriculture: A Review
 
RAINFALL RUNOFF MODELLING USING HEC-HMS
RAINFALL RUNOFF MODELLING                USING HEC-HMSRAINFALL RUNOFF MODELLING                USING HEC-HMS
RAINFALL RUNOFF MODELLING USING HEC-HMS
 
WEPP MODEL
WEPP MODELWEPP MODEL
WEPP MODEL
 
Stream flow by Arslan
Stream flow by ArslanStream flow by Arslan
Stream flow by Arslan
 
Precision Farming / Satellite Farming (SSCM)
Precision Farming / Satellite Farming (SSCM)Precision Farming / Satellite Farming (SSCM)
Precision Farming / Satellite Farming (SSCM)
 
Presentation on hydraulic conductivity and drainable porosity
Presentation on hydraulic conductivity and drainable porosityPresentation on hydraulic conductivity and drainable porosity
Presentation on hydraulic conductivity and drainable porosity
 

Similar to How to improve irrigation scheduling using soil moisture

Irrigation of Controlled Environment Crops for Increased Quality and Yield—Pa...
Irrigation of Controlled Environment Crops for Increased Quality and Yield—Pa...Irrigation of Controlled Environment Crops for Increased Quality and Yield—Pa...
Irrigation of Controlled Environment Crops for Increased Quality and Yield—Pa...METER Group, Inc. USA
 
Plant based irrigation scheduling
Plant based irrigation schedulingPlant based irrigation scheduling
Plant based irrigation schedulingarchana reddy
 
Water Management - 3 Tools You Might Be Missing.pdf
Water Management - 3 Tools You Might Be Missing.pdfWater Management - 3 Tools You Might Be Missing.pdf
Water Management - 3 Tools You Might Be Missing.pdfMETER Group, Inc. USA
 
Irrigating Alfalfa: making the most of your water
Irrigating Alfalfa: making the most of your waterIrrigating Alfalfa: making the most of your water
Irrigating Alfalfa: making the most of your waterCaleb M Carter
 
Irrg scheduling & Methods.ppt
Irrg scheduling & Methods.pptIrrg scheduling & Methods.ppt
Irrg scheduling & Methods.pptVISHALRAJ572726
 
B Sc Agri II Wmmi U 3 Methods Of Irrigation
B Sc Agri II Wmmi U 3 Methods Of IrrigationB Sc Agri II Wmmi U 3 Methods Of Irrigation
B Sc Agri II Wmmi U 3 Methods Of IrrigationRai University
 
Irrigation of Controlled Environment Crops - Nutrients & Stress
Irrigation of Controlled Environment Crops - Nutrients & StressIrrigation of Controlled Environment Crops - Nutrients & Stress
Irrigation of Controlled Environment Crops - Nutrients & StressMETER Group, Inc. USA
 
Irrigation of Controlled Environment Crops for Increased Quality and Yield—Pa...
Irrigation of Controlled Environment Crops for Increased Quality and Yield—Pa...Irrigation of Controlled Environment Crops for Increased Quality and Yield—Pa...
Irrigation of Controlled Environment Crops for Increased Quality and Yield—Pa...METER Group, Inc. USA
 
Irrigation controller-system
Irrigation controller-systemIrrigation controller-system
Irrigation controller-systemSHIVAKUMAR A
 
Soil Moisture 302: Hydraulic Conductivity
Soil Moisture 302: Hydraulic ConductivitySoil Moisture 302: Hydraulic Conductivity
Soil Moisture 302: Hydraulic ConductivityMETER Group, Inc. USA
 
Soil Water measurement and measurement of water
Soil Water measurement and measurement of waterSoil Water measurement and measurement of water
Soil Water measurement and measurement of waterJalPanchal2
 
UF/IFAS Extension Irrigation Best Practices: Calibrating and Scouting for Mai...
UF/IFAS Extension Irrigation Best Practices: Calibrating and Scouting for Mai...UF/IFAS Extension Irrigation Best Practices: Calibrating and Scouting for Mai...
UF/IFAS Extension Irrigation Best Practices: Calibrating and Scouting for Mai...YvetteGoodiel
 
Smartfarmingreview2 161130035655
Smartfarmingreview2 161130035655Smartfarmingreview2 161130035655
Smartfarmingreview2 161130035655ldrapeau
 
Smart farming using ARDUINO (Nirma University)
Smart farming using ARDUINO (Nirma University)Smart farming using ARDUINO (Nirma University)
Smart farming using ARDUINO (Nirma University)Raj Patel
 
Ground Validation of Crop Water Productivity: Developing a protocol, Christop...
Ground Validation of Crop Water Productivity: Developing a protocol, Christop...Ground Validation of Crop Water Productivity: Developing a protocol, Christop...
Ground Validation of Crop Water Productivity: Developing a protocol, Christop...NENAwaterscarcity
 
Role of Micro irrigation in Floriculture.pptx
Role of Micro irrigation in Floriculture.pptxRole of Micro irrigation in Floriculture.pptx
Role of Micro irrigation in Floriculture.pptxChoChoShabnum
 
Role of Micro irrigation in Floriculture.pptx
Role of Micro irrigation in Floriculture.pptxRole of Micro irrigation in Floriculture.pptx
Role of Micro irrigation in Floriculture.pptxChoChoShabnum
 

Similar to How to improve irrigation scheduling using soil moisture (20)

Irrigation of Controlled Environment Crops for Increased Quality and Yield—Pa...
Irrigation of Controlled Environment Crops for Increased Quality and Yield—Pa...Irrigation of Controlled Environment Crops for Increased Quality and Yield—Pa...
Irrigation of Controlled Environment Crops for Increased Quality and Yield—Pa...
 
Plant based irrigation scheduling
Plant based irrigation schedulingPlant based irrigation scheduling
Plant based irrigation scheduling
 
Water Management - 3 Tools You Might Be Missing.pdf
Water Management - 3 Tools You Might Be Missing.pdfWater Management - 3 Tools You Might Be Missing.pdf
Water Management - 3 Tools You Might Be Missing.pdf
 
Irrigating Alfalfa: making the most of your water
Irrigating Alfalfa: making the most of your waterIrrigating Alfalfa: making the most of your water
Irrigating Alfalfa: making the most of your water
 
Jan Hopmans: Precision Irrigated Agriculture
Jan Hopmans: Precision Irrigated AgricultureJan Hopmans: Precision Irrigated Agriculture
Jan Hopmans: Precision Irrigated Agriculture
 
Irrg scheduling & Methods.ppt
Irrg scheduling & Methods.pptIrrg scheduling & Methods.ppt
Irrg scheduling & Methods.ppt
 
methods_of_irrigation.pdf
methods_of_irrigation.pdfmethods_of_irrigation.pdf
methods_of_irrigation.pdf
 
B Sc Agri II Wmmi U 3 Methods Of Irrigation
B Sc Agri II Wmmi U 3 Methods Of IrrigationB Sc Agri II Wmmi U 3 Methods Of Irrigation
B Sc Agri II Wmmi U 3 Methods Of Irrigation
 
Irrigation of Controlled Environment Crops - Nutrients & Stress
Irrigation of Controlled Environment Crops - Nutrients & StressIrrigation of Controlled Environment Crops - Nutrients & Stress
Irrigation of Controlled Environment Crops - Nutrients & Stress
 
Irrigation of Controlled Environment Crops for Increased Quality and Yield—Pa...
Irrigation of Controlled Environment Crops for Increased Quality and Yield—Pa...Irrigation of Controlled Environment Crops for Increased Quality and Yield—Pa...
Irrigation of Controlled Environment Crops for Increased Quality and Yield—Pa...
 
Irrigation controller-system
Irrigation controller-systemIrrigation controller-system
Irrigation controller-system
 
Soil Moisture 302: Hydraulic Conductivity
Soil Moisture 302: Hydraulic ConductivitySoil Moisture 302: Hydraulic Conductivity
Soil Moisture 302: Hydraulic Conductivity
 
Soil Water measurement and measurement of water
Soil Water measurement and measurement of waterSoil Water measurement and measurement of water
Soil Water measurement and measurement of water
 
UF/IFAS Extension Irrigation Best Practices: Calibrating and Scouting for Mai...
UF/IFAS Extension Irrigation Best Practices: Calibrating and Scouting for Mai...UF/IFAS Extension Irrigation Best Practices: Calibrating and Scouting for Mai...
UF/IFAS Extension Irrigation Best Practices: Calibrating and Scouting for Mai...
 
Smartfarmingreview2 161130035655
Smartfarmingreview2 161130035655Smartfarmingreview2 161130035655
Smartfarmingreview2 161130035655
 
Smart farming using ARDUINO (Nirma University)
Smart farming using ARDUINO (Nirma University)Smart farming using ARDUINO (Nirma University)
Smart farming using ARDUINO (Nirma University)
 
Ground Validation of Crop Water Productivity: Developing a protocol, Christop...
Ground Validation of Crop Water Productivity: Developing a protocol, Christop...Ground Validation of Crop Water Productivity: Developing a protocol, Christop...
Ground Validation of Crop Water Productivity: Developing a protocol, Christop...
 
PRECIPITATION - Rain.pptx
PRECIPITATION - Rain.pptxPRECIPITATION - Rain.pptx
PRECIPITATION - Rain.pptx
 
Role of Micro irrigation in Floriculture.pptx
Role of Micro irrigation in Floriculture.pptxRole of Micro irrigation in Floriculture.pptx
Role of Micro irrigation in Floriculture.pptx
 
Role of Micro irrigation in Floriculture.pptx
Role of Micro irrigation in Floriculture.pptxRole of Micro irrigation in Floriculture.pptx
Role of Micro irrigation in Floriculture.pptx
 

More from METER Group, Inc. USA

The Complete Guide to Leaf Area Index
The Complete Guide to Leaf Area IndexThe Complete Guide to Leaf Area Index
The Complete Guide to Leaf Area IndexMETER Group, Inc. USA
 
Interpreting Soil Moisture Release Curve Data
Interpreting Soil Moisture Release Curve DataInterpreting Soil Moisture Release Curve Data
Interpreting Soil Moisture Release Curve DataMETER Group, Inc. USA
 
How to Interpret Hydraulic Conductivity Data
How to Interpret Hydraulic Conductivity DataHow to Interpret Hydraulic Conductivity Data
How to Interpret Hydraulic Conductivity DataMETER Group, Inc. USA
 
Choosing the Right Water Potential Sensor
Choosing the Right Water Potential SensorChoosing the Right Water Potential Sensor
Choosing the Right Water Potential SensorMETER Group, Inc. USA
 
How to Interpret Soil Moisture Data - Part 2
How to Interpret Soil Moisture Data - Part 2How to Interpret Soil Moisture Data - Part 2
How to Interpret Soil Moisture Data - Part 2METER Group, Inc. USA
 
Water Resource Capture - Turning Water Into Biomass
Water Resource Capture - Turning Water Into BiomassWater Resource Capture - Turning Water Into Biomass
Water Resource Capture - Turning Water Into BiomassMETER Group, Inc. USA
 
Radiation Resource Capture - Are You Leaving Yield On The Table?
Radiation Resource Capture - Are You Leaving Yield On The Table?Radiation Resource Capture - Are You Leaving Yield On The Table?
Radiation Resource Capture - Are You Leaving Yield On The Table?METER Group, Inc. USA
 
5 Reasons Your Soil Texture Analysis Isn’t Accurate Enough
5 Reasons Your Soil Texture Analysis Isn’t Accurate Enough5 Reasons Your Soil Texture Analysis Isn’t Accurate Enough
5 Reasons Your Soil Texture Analysis Isn’t Accurate EnoughMETER Group, Inc. USA
 
Substituting Sugar: Pros & Cons of 5 Top Sugar Alternatives
Substituting Sugar: Pros & Cons of 5 Top Sugar AlternativesSubstituting Sugar: Pros & Cons of 5 Top Sugar Alternatives
Substituting Sugar: Pros & Cons of 5 Top Sugar AlternativesMETER Group, Inc. USA
 
Weather Data: Why Accuracy is More Complicated Than You Think
Weather Data: Why Accuracy is More Complicated Than You ThinkWeather Data: Why Accuracy is More Complicated Than You Think
Weather Data: Why Accuracy is More Complicated Than You ThinkMETER Group, Inc. USA
 
Soil Infiltration 101: What It Is. Why You Need It. How To Measure It.
Soil Infiltration 101: What It Is. Why You Need It. How To Measure It.Soil Infiltration 101: What It Is. Why You Need It. How To Measure It.
Soil Infiltration 101: What It Is. Why You Need It. How To Measure It.METER Group, Inc. USA
 
Irrigation of Controlled Environment Crops—Part 4: Balancing Light, Water, an...
Irrigation of Controlled Environment Crops—Part 4: Balancing Light, Water, an...Irrigation of Controlled Environment Crops—Part 4: Balancing Light, Water, an...
Irrigation of Controlled Environment Crops—Part 4: Balancing Light, Water, an...METER Group, Inc. USA
 
Water Potential 101: What It Is. Why You Need It. How To Use It.
Water Potential 101: What It Is. Why You Need It. How To Use It.Water Potential 101: What It Is. Why You Need It. How To Use It.
Water Potential 101: What It Is. Why You Need It. How To Use It.METER Group, Inc. USA
 
Measuring moisture content in food and supplements
Measuring moisture content in food and supplementsMeasuring moisture content in food and supplements
Measuring moisture content in food and supplementsMETER Group, Inc. USA
 
Rapid, in situ Thermal Conductivity Measurements, Even in Moist Insulating Ma...
Rapid, in situ Thermal Conductivity Measurements, Even in Moist Insulating Ma...Rapid, in situ Thermal Conductivity Measurements, Even in Moist Insulating Ma...
Rapid, in situ Thermal Conductivity Measurements, Even in Moist Insulating Ma...METER Group, Inc. USA
 
Weather Data: Virtual, In-Field, or Regional Network—Does It Matter?
Weather Data: Virtual, In-Field, or Regional Network—Does It Matter?Weather Data: Virtual, In-Field, or Regional Network—Does It Matter?
Weather Data: Virtual, In-Field, or Regional Network—Does It Matter?METER Group, Inc. USA
 
Understanding Isotherms: What vapor sorption can and can’t tell you
Understanding Isotherms: What vapor sorption can and can’t tell youUnderstanding Isotherms: What vapor sorption can and can’t tell you
Understanding Isotherms: What vapor sorption can and can’t tell youMETER Group, Inc. USA
 
5 Reasons You’re Getting Less Accurate Soil Moisture Release Curves
5 Reasons You’re Getting Less Accurate Soil Moisture Release Curves5 Reasons You’re Getting Less Accurate Soil Moisture Release Curves
5 Reasons You’re Getting Less Accurate Soil Moisture Release CurvesMETER Group, Inc. USA
 
5 Insider Tips: How to Be Fieldwork Ready
5 Insider Tips: How to Be Fieldwork Ready5 Insider Tips: How to Be Fieldwork Ready
5 Insider Tips: How to Be Fieldwork ReadyMETER Group, Inc. USA
 
Hydraulic Conductivity: How Many Measurements Do You Need?
Hydraulic Conductivity: How Many Measurements Do You Need?Hydraulic Conductivity: How Many Measurements Do You Need?
Hydraulic Conductivity: How Many Measurements Do You Need?METER Group, Inc. USA
 

More from METER Group, Inc. USA (20)

The Complete Guide to Leaf Area Index
The Complete Guide to Leaf Area IndexThe Complete Guide to Leaf Area Index
The Complete Guide to Leaf Area Index
 
Interpreting Soil Moisture Release Curve Data
Interpreting Soil Moisture Release Curve DataInterpreting Soil Moisture Release Curve Data
Interpreting Soil Moisture Release Curve Data
 
How to Interpret Hydraulic Conductivity Data
How to Interpret Hydraulic Conductivity DataHow to Interpret Hydraulic Conductivity Data
How to Interpret Hydraulic Conductivity Data
 
Choosing the Right Water Potential Sensor
Choosing the Right Water Potential SensorChoosing the Right Water Potential Sensor
Choosing the Right Water Potential Sensor
 
How to Interpret Soil Moisture Data - Part 2
How to Interpret Soil Moisture Data - Part 2How to Interpret Soil Moisture Data - Part 2
How to Interpret Soil Moisture Data - Part 2
 
Water Resource Capture - Turning Water Into Biomass
Water Resource Capture - Turning Water Into BiomassWater Resource Capture - Turning Water Into Biomass
Water Resource Capture - Turning Water Into Biomass
 
Radiation Resource Capture - Are You Leaving Yield On The Table?
Radiation Resource Capture - Are You Leaving Yield On The Table?Radiation Resource Capture - Are You Leaving Yield On The Table?
Radiation Resource Capture - Are You Leaving Yield On The Table?
 
5 Reasons Your Soil Texture Analysis Isn’t Accurate Enough
5 Reasons Your Soil Texture Analysis Isn’t Accurate Enough5 Reasons Your Soil Texture Analysis Isn’t Accurate Enough
5 Reasons Your Soil Texture Analysis Isn’t Accurate Enough
 
Substituting Sugar: Pros & Cons of 5 Top Sugar Alternatives
Substituting Sugar: Pros & Cons of 5 Top Sugar AlternativesSubstituting Sugar: Pros & Cons of 5 Top Sugar Alternatives
Substituting Sugar: Pros & Cons of 5 Top Sugar Alternatives
 
Weather Data: Why Accuracy is More Complicated Than You Think
Weather Data: Why Accuracy is More Complicated Than You ThinkWeather Data: Why Accuracy is More Complicated Than You Think
Weather Data: Why Accuracy is More Complicated Than You Think
 
Soil Infiltration 101: What It Is. Why You Need It. How To Measure It.
Soil Infiltration 101: What It Is. Why You Need It. How To Measure It.Soil Infiltration 101: What It Is. Why You Need It. How To Measure It.
Soil Infiltration 101: What It Is. Why You Need It. How To Measure It.
 
Irrigation of Controlled Environment Crops—Part 4: Balancing Light, Water, an...
Irrigation of Controlled Environment Crops—Part 4: Balancing Light, Water, an...Irrigation of Controlled Environment Crops—Part 4: Balancing Light, Water, an...
Irrigation of Controlled Environment Crops—Part 4: Balancing Light, Water, an...
 
Water Potential 101: What It Is. Why You Need It. How To Use It.
Water Potential 101: What It Is. Why You Need It. How To Use It.Water Potential 101: What It Is. Why You Need It. How To Use It.
Water Potential 101: What It Is. Why You Need It. How To Use It.
 
Measuring moisture content in food and supplements
Measuring moisture content in food and supplementsMeasuring moisture content in food and supplements
Measuring moisture content in food and supplements
 
Rapid, in situ Thermal Conductivity Measurements, Even in Moist Insulating Ma...
Rapid, in situ Thermal Conductivity Measurements, Even in Moist Insulating Ma...Rapid, in situ Thermal Conductivity Measurements, Even in Moist Insulating Ma...
Rapid, in situ Thermal Conductivity Measurements, Even in Moist Insulating Ma...
 
Weather Data: Virtual, In-Field, or Regional Network—Does It Matter?
Weather Data: Virtual, In-Field, or Regional Network—Does It Matter?Weather Data: Virtual, In-Field, or Regional Network—Does It Matter?
Weather Data: Virtual, In-Field, or Regional Network—Does It Matter?
 
Understanding Isotherms: What vapor sorption can and can’t tell you
Understanding Isotherms: What vapor sorption can and can’t tell youUnderstanding Isotherms: What vapor sorption can and can’t tell you
Understanding Isotherms: What vapor sorption can and can’t tell you
 
5 Reasons You’re Getting Less Accurate Soil Moisture Release Curves
5 Reasons You’re Getting Less Accurate Soil Moisture Release Curves5 Reasons You’re Getting Less Accurate Soil Moisture Release Curves
5 Reasons You’re Getting Less Accurate Soil Moisture Release Curves
 
5 Insider Tips: How to Be Fieldwork Ready
5 Insider Tips: How to Be Fieldwork Ready5 Insider Tips: How to Be Fieldwork Ready
5 Insider Tips: How to Be Fieldwork Ready
 
Hydraulic Conductivity: How Many Measurements Do You Need?
Hydraulic Conductivity: How Many Measurements Do You Need?Hydraulic Conductivity: How Many Measurements Do You Need?
Hydraulic Conductivity: How Many Measurements Do You Need?
 

Recently uploaded

Determination of antibacterial activity of various broad spectrum antibiotics...
Determination of antibacterial activity of various broad spectrum antibiotics...Determination of antibacterial activity of various broad spectrum antibiotics...
Determination of antibacterial activity of various broad spectrum antibiotics...Open Access Research Paper
 
Hi FI Call Girl Ahmedabad 7397865700 Independent Call Girls
Hi FI Call Girl Ahmedabad 7397865700 Independent Call GirlsHi FI Call Girl Ahmedabad 7397865700 Independent Call Girls
Hi FI Call Girl Ahmedabad 7397865700 Independent Call Girlsssuser7cb4ff
 
办理学位证(KU证书)堪萨斯大学毕业证成绩单原版一比一
办理学位证(KU证书)堪萨斯大学毕业证成绩单原版一比一办理学位证(KU证书)堪萨斯大学毕业证成绩单原版一比一
办理学位证(KU证书)堪萨斯大学毕业证成绩单原版一比一F dds
 
Freegle User Survey as visual display - BH
Freegle User Survey as visual display - BHFreegle User Survey as visual display - BH
Freegle User Survey as visual display - BHbill846304
 
(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 
VIP Kolkata Call Girl Kalighat 👉 8250192130 Available With Room
VIP Kolkata Call Girl Kalighat 👉 8250192130  Available With RoomVIP Kolkata Call Girl Kalighat 👉 8250192130  Available With Room
VIP Kolkata Call Girl Kalighat 👉 8250192130 Available With Roomdivyansh0kumar0
 
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Serviceranjana rawat
 
VIP Call Girls Moti Ganpur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...
VIP Call Girls Moti Ganpur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...VIP Call Girls Moti Ganpur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...
VIP Call Girls Moti Ganpur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...Suhani Kapoor
 
VIP Call Girls Service Bandlaguda Hyderabad Call +91-8250192130
VIP Call Girls Service Bandlaguda Hyderabad Call +91-8250192130VIP Call Girls Service Bandlaguda Hyderabad Call +91-8250192130
VIP Call Girls Service Bandlaguda Hyderabad Call +91-8250192130Suhani Kapoor
 
VIP Call Girl Gorakhpur Aashi 8250192130 Independent Escort Service Gorakhpur
VIP Call Girl Gorakhpur Aashi 8250192130 Independent Escort Service GorakhpurVIP Call Girl Gorakhpur Aashi 8250192130 Independent Escort Service Gorakhpur
VIP Call Girl Gorakhpur Aashi 8250192130 Independent Escort Service GorakhpurSuhani Kapoor
 
Call Girls In Faridabad(Ballabgarh) Book ☎ 8168257667, @4999
Call Girls In Faridabad(Ballabgarh) Book ☎ 8168257667, @4999Call Girls In Faridabad(Ballabgarh) Book ☎ 8168257667, @4999
Call Girls In Faridabad(Ballabgarh) Book ☎ 8168257667, @4999Tina Ji
 
(PARI) Viman Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...
(PARI) Viman Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...(PARI) Viman Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...
(PARI) Viman Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...ranjana rawat
 
Russian Call Girls Nashik Anjali 7001305949 Independent Escort Service Nashik
Russian Call Girls Nashik Anjali 7001305949 Independent Escort Service NashikRussian Call Girls Nashik Anjali 7001305949 Independent Escort Service Nashik
Russian Call Girls Nashik Anjali 7001305949 Independent Escort Service Nashikranjana rawat
 
Environmental Management System - ISO 14001:2015-
Environmental Management System      - ISO 14001:2015-Environmental Management System      - ISO 14001:2015-
Environmental Management System - ISO 14001:2015-Kawther MEKNI
 
NO1 Famous Kala Jadu specialist Expert in Pakistan kala ilam specialist Exper...
NO1 Famous Kala Jadu specialist Expert in Pakistan kala ilam specialist Exper...NO1 Famous Kala Jadu specialist Expert in Pakistan kala ilam specialist Exper...
NO1 Famous Kala Jadu specialist Expert in Pakistan kala ilam specialist Exper...Amil baba
 
webinaire-green-mirror-episode-2-Smart contracts and virtual purchase agreeme...
webinaire-green-mirror-episode-2-Smart contracts and virtual purchase agreeme...webinaire-green-mirror-episode-2-Smart contracts and virtual purchase agreeme...
webinaire-green-mirror-episode-2-Smart contracts and virtual purchase agreeme...Cluster TWEED
 

Recently uploaded (20)

Model Call Girl in Rajiv Chowk Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Rajiv Chowk Delhi reach out to us at 🔝9953056974🔝Model Call Girl in Rajiv Chowk Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Rajiv Chowk Delhi reach out to us at 🔝9953056974🔝
 
Determination of antibacterial activity of various broad spectrum antibiotics...
Determination of antibacterial activity of various broad spectrum antibiotics...Determination of antibacterial activity of various broad spectrum antibiotics...
Determination of antibacterial activity of various broad spectrum antibiotics...
 
Hi FI Call Girl Ahmedabad 7397865700 Independent Call Girls
Hi FI Call Girl Ahmedabad 7397865700 Independent Call GirlsHi FI Call Girl Ahmedabad 7397865700 Independent Call Girls
Hi FI Call Girl Ahmedabad 7397865700 Independent Call Girls
 
办理学位证(KU证书)堪萨斯大学毕业证成绩单原版一比一
办理学位证(KU证书)堪萨斯大学毕业证成绩单原版一比一办理学位证(KU证书)堪萨斯大学毕业证成绩单原版一比一
办理学位证(KU证书)堪萨斯大学毕业证成绩单原版一比一
 
Freegle User Survey as visual display - BH
Freegle User Survey as visual display - BHFreegle User Survey as visual display - BH
Freegle User Survey as visual display - BH
 
(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
VIP Kolkata Call Girl Kalighat 👉 8250192130 Available With Room
VIP Kolkata Call Girl Kalighat 👉 8250192130  Available With RoomVIP Kolkata Call Girl Kalighat 👉 8250192130  Available With Room
VIP Kolkata Call Girl Kalighat 👉 8250192130 Available With Room
 
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service
 
VIP Call Girls Moti Ganpur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...
VIP Call Girls Moti Ganpur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...VIP Call Girls Moti Ganpur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...
VIP Call Girls Moti Ganpur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...
 
VIP Call Girls Service Bandlaguda Hyderabad Call +91-8250192130
VIP Call Girls Service Bandlaguda Hyderabad Call +91-8250192130VIP Call Girls Service Bandlaguda Hyderabad Call +91-8250192130
VIP Call Girls Service Bandlaguda Hyderabad Call +91-8250192130
 
VIP Call Girl Gorakhpur Aashi 8250192130 Independent Escort Service Gorakhpur
VIP Call Girl Gorakhpur Aashi 8250192130 Independent Escort Service GorakhpurVIP Call Girl Gorakhpur Aashi 8250192130 Independent Escort Service Gorakhpur
VIP Call Girl Gorakhpur Aashi 8250192130 Independent Escort Service Gorakhpur
 
Sustainable Packaging
Sustainable PackagingSustainable Packaging
Sustainable Packaging
 
Call Girls In Faridabad(Ballabgarh) Book ☎ 8168257667, @4999
Call Girls In Faridabad(Ballabgarh) Book ☎ 8168257667, @4999Call Girls In Faridabad(Ballabgarh) Book ☎ 8168257667, @4999
Call Girls In Faridabad(Ballabgarh) Book ☎ 8168257667, @4999
 
Gandhi Nagar (Delhi) 9953330565 Escorts, Call Girls Services
Gandhi Nagar (Delhi) 9953330565 Escorts, Call Girls ServicesGandhi Nagar (Delhi) 9953330565 Escorts, Call Girls Services
Gandhi Nagar (Delhi) 9953330565 Escorts, Call Girls Services
 
(PARI) Viman Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...
(PARI) Viman Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...(PARI) Viman Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...
(PARI) Viman Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...
 
Russian Call Girls Nashik Anjali 7001305949 Independent Escort Service Nashik
Russian Call Girls Nashik Anjali 7001305949 Independent Escort Service NashikRussian Call Girls Nashik Anjali 7001305949 Independent Escort Service Nashik
Russian Call Girls Nashik Anjali 7001305949 Independent Escort Service Nashik
 
Environmental Management System - ISO 14001:2015-
Environmental Management System      - ISO 14001:2015-Environmental Management System      - ISO 14001:2015-
Environmental Management System - ISO 14001:2015-
 
Call Girls In { Delhi } South Extension Whatsup 9873940964 Enjoy Unlimited Pl...
Call Girls In { Delhi } South Extension Whatsup 9873940964 Enjoy Unlimited Pl...Call Girls In { Delhi } South Extension Whatsup 9873940964 Enjoy Unlimited Pl...
Call Girls In { Delhi } South Extension Whatsup 9873940964 Enjoy Unlimited Pl...
 
NO1 Famous Kala Jadu specialist Expert in Pakistan kala ilam specialist Exper...
NO1 Famous Kala Jadu specialist Expert in Pakistan kala ilam specialist Exper...NO1 Famous Kala Jadu specialist Expert in Pakistan kala ilam specialist Exper...
NO1 Famous Kala Jadu specialist Expert in Pakistan kala ilam specialist Exper...
 
webinaire-green-mirror-episode-2-Smart contracts and virtual purchase agreeme...
webinaire-green-mirror-episode-2-Smart contracts and virtual purchase agreeme...webinaire-green-mirror-episode-2-Smart contracts and virtual purchase agreeme...
webinaire-green-mirror-episode-2-Smart contracts and virtual purchase agreeme...
 

How to improve irrigation scheduling using soil moisture

  • 1.
  • 2. HOW TO IMPROVE IRRIGATION SCHEDULING USING SOIL MOISTURE GAYLON S. CAMPBELL, PH.D. METER GROUP, INC. USA PULLMAN, WA, USA
  • 3. WHY MANAGE IRRIGATION? • Produce healthy crops while minimizing costs and environmental impact • Control assimilate partitioning and increase value of harvested products • Other custom applications (frost control, nutrient management, waste disposal, etc.)
  • 4. CORRECT IRRIGATION REQUIRES THE ANSWER TO ONLY TWO QUESTIONS: • When do I turn the water on? • When do I turn the water off?
  • 5. OPTIONS FOR DECIDING WHEN TO TURN THE WATER ON • Clock or calendar • Ask the soil • Ask the plant • Ask the atmosphere
  • 6. IRRIGATION SCHEDULING BY CLOCK OR CALENDAR Method: • Apply water on a fixed schedule • Simplest of all methods • Match average supply with average demand But: • Wastes water and nutrients when demand is low • Stresses crops when demand is high
  • 7. IRRIGATION SCHEDULING USING SOIL MOISTURE MEASUREMENT Method: • Install sensors • Determine full and refill points • Monitor Shows water applications and extraction Can show drainage But: • Soils and crops are variable • Can’t cover the field with sensors • Doesn’t measure the stress level of plants
  • 8. IRRIGATION SCHEDULING BASED ON PLANT MEASUREMENT Method: • Measure canopy temp., stomatal cond., stem diam., fruit diam, water potential, etc. • Irrigate when the plant says it needs it Essential for deficit and controlled stress irrigation But: Water stress from: • Too little water • Too much water • Disease • High evap. demand Irrigation can only fix too little water
  • 9. IRRIGATION SCHEDULING USING ET (ATMOSPHERE) • Method: • Make a water budget • Measure weather • Estimate ET • Irrigate to replenish ET • Corrects for demand • Relatively easy and inexpensive But: • How much water was actually applied? • How much was actually used? • Did water drain out the bottom?
  • 10. WHICH METHOD IS BEST? • Depends on needs and resources • Go beyond calendar for modern irrigated agriculture • Soil moisture monitoring gives best understanding and control • ET can give insight into varying demands and can be effectively used with soil measurements • Plant measurements essential for controlled stress irrigation
  • 11. “Since the soil is the primary recipient of the irrigation water, it seems reasonable that the answers to these two questions [when to turn water on and when to turn it off] should come from monitoring the soil.” Dr. Melvin D. Campbell
  • 12. WHERE DO THE DATA COME FROM? Solar Radiation Wind Temp Humidity Rain ZL6 Data Logger - Solar charging - Cell enabled - Data directly to cloud Soil Moisture
  • 13.
  • 14. STEPS FOR SCHEDULING IRRIGATION BY SOIL MOISTURE MONITORING • Select a monitoring site • Select a moisture monitoring method • Set the full and refill points • Select and use a record-keeping scheme
  • 15. SITE SELECTION The “Field” average is not needed Since the “field” is irrigated as a unit, monitor only one representative site
  • 16. CHARACTERISTICS OF A REPRESENTATIVE SITE • Away from the edge • Healthy, vigorous plants • No runoff/run-on, good water holding capacity soil • Representative exposure to irrigation and climatic conditions
  • 17. ZL6 has GPS so georeferencing is automatic and shown on ZENTRA Cloud
  • 18. MOISTURE MONITORING: WHAT TO MEASURE? Water potential–TEROS 21 Energy state of water in soil -Is the water available to the plant? -Will the water run out the bottom? Water content–TEROS 10, 11, 12 Amount of water in soil -When to irrigate next -How much water to add
  • 19. WATER CONTENT VS. WATER POTENTIAL – 3 SOIL TEXTURES
  • 20. MEASURE AT TWO OR MORE DEPTHS Shallow sensor monitors root- zone moisture Deeper sensors can show drainage loss More than two sensors needed for reliable water balance
  • 21. FIRST APPROXIMATIONS OF FULL AND REFILL POINTS Water potential basis Full point is -10 to -30 kPa water potential Permanent wilt is -1500 kPa water potential Refill point is around -100 kPa Water content basis Full point is water content at -30 kPa Permanent wilt is water content at -1500 kPa Refill is water content at -100 kPa Is different for every soil
  • 22. WATER CONTENT FULL AND REFILL POINTS FROM MOISTURE RELEASE DATA
  • 23.
  • 24. KEEP A RECORD • Show time trends of soil moisture within and below the root zone • Show the full and refill points • ZENTRA Cloud does this for you
  • 25. FOOD PROCESSING WASTE WATER DISPOSAL ON SANDY LOAM SOIL 0 2 4 6 8 10 12 14 0 0.05 0.1 0.15 0.2 0.25 0.3 0.35 0.4 6/22/2007 6/29/2007 7/6/2007 7/13/2007 7/20/2007 7/27/2007 Irrigation(mm) VolumetricWaterContent(m3m-3) 15 cm 30 cm 60 cm Applied Water mm
  • 28. DOES GOOD IRRIGATION MANAGEMENT PAY? Yield vs. Water Potential Graph Site Days in stress Yield (Mg/ha) 9 42 31.47 12 53 32.77 10 44 37.44 11 0 39.67 6 0 40.08 7 16 40.33 30 32 34 36 38 40 42 0 10 20 30 40 50 60 Yield(Mg/ha) Days below -100 kPa
  • 29. CONCLUSIONS • Good irrigation management pays, in the short run and in the long run • Soil moisture monitoring is the best starting point for good management • New water content and potential sensors, linked with sensor-to-cloud technology makes irrigation management effective and simple
  • 30. FUTURE WEBINAR ADVANCED IRRIGATION MANAGEMENT: PLANT WATER RELATIONS AND ATMOSPHERIC DEMAND