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FLEXIBLE AND PRECISE IRRIGATION PLATFORM TO IMPROVE FARM-SCALE
WATER PRODUCTIVITY
FIGARO
International FIGARO Conference
Copa-Cogeca, Brussels19 September, 2016
A. Battilani, Brussels 19 September 2016
OPTIMAL IRRIGATION STRATEGY FOR PI APPLICATION
FIGARO Platform technological achievements
A. Battilani, Brussels 19 September 2016
FIGARO Platform technological achievementsIrrigation Strategy Draft 2.1
INPUT
CLIMATEAir Temperature max (Tx°C)
Wind speed (m s-1)
Air relative Humidity minimum (RH%)
Calc. Evapotranspiration (ETa or ET0)
SOILSoil Volumetric Water content at field
capacity and permanent wilting point
(θFC; θPWP)
Sand and Clay content (S%;C%)
IRRIGATIONIrrigation Method
On Demand - On Shift
Shift Interval (dd)
Available Volume (m3 h-1)
CROPCrop
Average production (t ha-1)
Potential/Target Max production (t ha-1)
Crop Relative Yield (RYC t/t)
⋎Pedofunction
⋎Performance Ind.
CALCULATE LIMITS (CONSTRAINTS)
ET0; RHn; WS; Soil ; RYc; Tx; Water availability; Irr. method
APPLY IRRIGATION STRATEGY IF
∄lim1...limn
FI ⋎DI
IRR
PROPOSE IRRIGATION STRATEGIES MATRIX
C
S
T
R
A
T
E
G
I
C
T
A. Battilani, Brussels 19 September 2016
FIGARO Platform technological achievements
DEFINE IRRIGATION THRESHOLDSoil Water Potential ( kPa)
Soil Water Volumetric content ( m3 m-3)
Leaf Water Potential (- kPa)
NDVI Index (NDVI KcbNDVI)
Leaf Temperature (T°IR CWSI)
PROPOSE IRRIGATION STRATEGIES
Irr.Strategies ⊂IRR.METHODS,CROP
MATRIX
Irr.Met.C Crop
INITIATE ACTION IF
MATRIX
Irr.Met.C Crop
CONFIRM SELECTION
T
A
C
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C
A
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A. Battilani, Brussels 19 September 2016
FIGARO Platform technological achievements
INITIATE ACTION IF
Observation ∉lim1...limn; ∵ MODEL OUTPUT
DEFINE STRATEGY CRITERIA
Strategy Criteria ⊂IRR.METHODS,CLIMATE,CROP
MODIFY STRATEGY IF
∃lim1...limn
OUTPUT
Irrigation Thresholds
Irrigation Criteria
Optimal Irrigation Interval
O
P
E
R
A
T
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N
A
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A. Battilani, Brussels 19 September 2016
FIGARO Platform technological achievements
Irrigation threshold
Strategy criteria
Optimal timing
CROP MATRIX
CROP n
BBCH scale
CROP 1
QUERIES
IRR. MET.
OUTPUTS
Metod suitability
PI compatibility
IRR. MET. MATRIX
STRATEGY n
METHODS
STRATEGY 1
CROP
OUTPUTS
MATRIX
Irr.Met.C CropOUTPUT
A. Battilani, Brussels 19 September 2016
FIGARO Platform technological achievements
F1 F2 F3 F4
BBCH1..BBCHn BBCH1..BBCHn BBCH1..BBCHn BBCH1..BBCHn
FULL IRR. (FI) THUP (0.05 *TAW)*100 (0.05 *TAW)*100 (0.05 *TAW)*100 (0.05 *TAW)*100
THLOW (Pcrit+0.04*(5-ETc))*100 (Pcrit+0.04*(5-ETc))*100 (Pcrit+0.04*(5-ETc))*100 (Pcrit+0.04*(5-ETc))*100
FULL IRR. Rainfall (FIFC) THUP (0.15 *TAW)*100 (0.15 *TAW)*100 (0.15 *TAW)*100 (0.15 *TAW)*100
THLOW (Pcrit+0.04*(5-ETc))*100 (Pcrit+0.04*(5-ETc))*100 (Pcrit+0.04*(5-ETc))*100 (Pcrit+0.04*(5-ETc))*100
DEFICIT IRR. (DI) THUP THLOW - {[S(t1…tn) ETc hD] /
[RD*1000*TAW] *100}
THLOW - {[S(t1…tn) ETc hD] /
[RD*1000*TAW] *100}
THLOW - {[S(t1…tn) ETc hD] /
[RD*1000*TAW] *100}
THLOW - {[S(t1…tn) ETc hD] /
[RD*1000*TAW] *100}
THLOW (Pcrit+0.04*(5-ETc))*100 (Pcrit+0.04*(5-ETc))*100 (Pcrit+0.04*(5-ETc))*100 (Pcrit+0.04*(5-ETc))*100
REGULATED DEFICIT IRR. (RDI) THUP THLOW - {[S(t1…tn) ETc hD] /
[RD*1000*TAW] *100}
THLOW - {[S(t1…tn) ETa hD] /
[RD*1000*TAW] *100}
THLOW - {[S(t1…tn) ETa hD] /
[RD*1000*TAW] *100}
THLOW - {[S(t1…tn) ETa hD] /
[RD*1000*TAW] *100}
THLOW {(TAW hD)+0.04 *(5-ETc)}
*100
{(TAW hD)+0.04 *(5-ETc)}
*100
{(TAW hD)+0.04 *(5-ETc)}
*100
{(TAW hD)+0.04 *(5-ETc)}
*100
PARTIAL ROOTZONE DRYING (PRD) THUP THLOW - {[S(t1…tn) ETc hD] /
[RD*1000*TAW] *100 hPRD}
THLOW - {[S(t1…tn) ETc hD] /
[RD*1000*TAW] *100 hPRD}
THLOW - {[S(t1…tn) ETc hD] /
[RD*1000*TAW] *100 hPRD}
THLOW - {[S(t1…tn) ETc hD] /
[RD*1000*TAW] *100 hPRD}
THLOW {(TAW hD)+0.04 *(5-ETc)}
*100
{(TAW hD)+0.04 *(5-ETc)}
*100
{(TAW hD)+0.04 *(5-ETc)}
*100
{(TAW hD)+0.04 *(5-ETc)}
*100
THswitch {(TAW hD)+0.04 *(5-ETc)}
*100 *0.5
{(TAW hD)+0.04 *(5-ETc)}
*100 *0.5
{(TAW hD)+0.04 *(5-ETc)}
*100 *0.5
{(TAW hD)+0.04 *(5-ETc)}
*100 *0.5
A. Battilani, Brussels 19 September 2016
FIGARO Platform technological achievements
IRRIGATION METHOD
Flood/Basin Stationary low intensity sprinkler < 3mm/h
Subsurface (drain/tile lines) Stationary low intensity sprinkler > 3mm/h
Surface/Border Stationary medium throw sprinkler < 10 mm/h
Furrow Stationary medium throw sprinkler > 10 mm/h
Furrow - surge flow Stationary sprinkler < 20 mm/h
Furrow- Improved Stationary sprinkler > 20 mm/h
Pivot Hand-move low intensity sprinkler < 3mm/h
Pivot - LDN (Low drift nozzle) Hand-move low intensity sprinkler > 3mm/h
Pivot - LEPA (low energy prec. Irr.) Hand-move medium throw sprinkler < 10 mm/h
Rainger Hand-move medium throw sprinkler > 10 mm/h
Rainger- LDN (Low drift nozzle) Hand-move sprinkler < 20 mm/h
Rainger - LEPA (low energy prec. Irr.) Hand-move sprinkler > 20 mm/h
Traveler/Reel big gun pipe diam. 63 mm nozzle <14 mm Mini-sprinkler
Traveler/Reel big gun pipe diam. 63 mm nozzle >14 mm Mini-sprinkler pressure compensating
Traveler/Reel big gun pipe diam. 75 mm nozzle <16 mm Mini-sprinkler pressure compensating ( above-canopy)
Traveler/Reel big gun pipe diam. 75 mm nozzle >16 mm Micro-sprinkler <50 L/h
Traveler/Reel big gun pipe diam. 90 mm nozzle <20 mm Micro-sprinkler >50 L/h
Traveler/Reel big gun pipe diam. 90 mm nozzle >20 mm Micro-sprinkler static pressure compensating <50 L/h
Traveler/Reel big gun pipe diam. 110 mm nozzle <26 mm Micro-sprinkler static pressure compensating >50 L/h
Traveler/Reel big gun pipe diam. 110 mm nozzle >26 mm Micro-sprinkler dynamic <40 L/h
Traveler/Reel big gun pipe diam. 125 mm nozzle <28 mm Micro-sprinkler dynamic >40 L/h
Traveler/Reel big gun pipe diam. 125 mm nozzle >28 mm Micro-sprinkler dynamic pressure compensating <40 L/h
Traveler/Reel big gun pipe diam. 150 mm nozzle <32 mm Micro-sprinkler dynamic pressure compensating >40 L/h
Traveler/Reel big gun pipe diam. 150 mm nozzle >32 mm Tape irrigation system (high discharge)
Traveler/Reel boom diam. 63 mm boom 20 m On-line Drip irrigation system
Traveler/Reel boom diam. 150 mm boom 60 m On-line Drip irrigation system pressure compensating
Traveler/Reel boom diam. 100 mm boom 40 m Low cost/thin wall drip irrigation system
Solid set low intensity sprinkler above-canopy < 3 mm/h Drip irrigation system
Solid set low intensity sprinkler above-canopy > 3mm/h Drip irrigation system (horticulture)
Solid set low intensity sprinkler < 3 mm/h Drip irrigation system pressure compensating
Solid set low intensity sprinkler > 3mm/h Drip irrigation system (orchard)
Solid set medium throw sprinkler < 10 mm/h Drip irrigation system pressure compensating (horticulture)
Solid set medium throw sprinkler > 10 mm/h Drip irrigation system pressure compensating (orchard)
Solid set sprinkler < 20 mm/h Subsurface drip irrigation
Solid set sprinkler > 20 mm/h Subsurface drip irrigation (orchard)
70 options
A. Battilani, Brussels 19 September 2016
FIGARO Platform technological achievementsCROPS
Alfalfa - for hay Lettuce
Alfalfa - for seed Maize (early maturity)
Almonds Maize (intermediate maturity)
Apples Maize (late maturity)
Apricots Maize, Field (grain) (field corn)
Artichokes Maize, Sweet (sweet corn)
Asparagus Melon
Avocado Millet
Banana - 1st year Mint
Banana - 2nd year Oats
Barley Olives (40 to 60% ground coverage by canopy)
Beans, dry and Pulses Onions - dry
Beans, green Palm Trees
Beans, lima, large vines Parsnip
Beets, table Peaches
Bermuda - for hay Pears
Bermuda - Spring crop for seed Peas - Dry/Seed
Berries (bushes) Peas - Fresh
Broccoli Pineapple
Brussel Sprouts Pistachios
Cabbage Potato
Cacao Potato (processing)
Cantaloupe Pumpkin, Winter Squash
Carrots Radishes
Cassava - year 1 Rapeseed, Canola
Cassava - year 2 Rice
Castorbean (Ricinus) Rubber Trees
Cauliflower Rye Grass hay
Celery Safflower
Cherries Sesame
Chick pea Sisal
Citrus - 20% canopy Sorghum
Citrus - 50% canopy Sorghum - sweet
Citrus - 70% canopy Soybeans
Clover hay, Berseem Spinach
Coffee Spring Wheat
Conifer Trees Squash, Zucchini
Cotton Stone Fruit
Cucumber - Fresh Market Strawberries
Date Palms Sudan Grass hay (annual)
Egg Plant Sugar Beet
Fababean (broad bean) - Dry/Seed Sugar Cane
Fababean (broad bean) - Fresh Sunflower
Flax Sweet Melons
Garlic Sweet Peppers (bell)
Grabanzo Sweet Potato
Grapes - Table or Raisin Tea - non-shaded
Grapes - Wine Tea - shaded
Grazing Pasture Tobacco
Grazing Pasture - Extensive Grazing Tomato
Grazing Pasture - Rotated Grazing Tomato (small berry)
Green Gram and Cowpeas Turf grass - cool season 5
Groundnut (Peanut) Turf grass - warm season 5
Groundnut (Peanut) Turnip (and Rutabaga)
Hops Walnut Orchard
Kiwi Watermelon
Lentil Winter Wheat
96 crops