Upload
sbegum
View
217
Download
0
Embed Size (px)
Citation preview
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 1/61
Site Specific Nutrient management (SSNM)
for rice
09 June 2011
IBO, Dhaka
M. Murshedul Alam
International Rice Research Institute
(IRRI), Bangladesh
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 2/61
Average cost of production using
farmers¶ practice for Aman rice
Parameters Tk/ha % of total Scope for
cost
reduction
Scope for
yield increase
Seed & Seedling 2350 3.8 No/Yes Yes
Land preparation 4740 7.7 Yes No/Yes
Seedling uprooting
& transplanting
9375 15.3 Yes Yes
Weed control 24326 39.6 Yes Yes
Fertilization 5241 8.5 No/Yes Yes
Insectide 2245 3.7 Yes Yes
Harvesting &
threshing
13098 21.4 Yes Yes
Total 61375 100
Production cost = 3.5 t/ha rice, Rice @ Tk. 17.5/kg
Rice yield must be > 3.5 t/ha to get farmer any return from investment
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 3/61
Soil nutrient status in Jessore (AEZ 11)
& BRRI recommendation for Aman
(BR11, TY: 5 ± 0.5 t/ha)Nutrient Status in
soil
Source Rate
(kg/ha)
Source cost
(Tk/kg)
Cost
(Tk/ha)
N VL ± L Urea 200 20 4000
P L - M TSP 50 20 1000
K M MOP 50 22 1100
S L ± M Gypsum 45 12 540
Zn L ± M ZnSO4 5 150 750
Assume farmer receives Tk. 17.5/kg for rice
Cost of all fertilizer = Tk. 7390/ha = 0.42 t/ha rice
Cost of TSP and MOP = 0.12 t/ha rice
TSP and MOP must increase rice yield by > 0.12 t/ha before
farmer earns any return for investment in P and K
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 4/61
Soil nutrient status in Jessore (AEZ 11)
& BRRI recommendation for Aman
(BR11, TY: 6 ± 0.5 t/ha)Nutrient Status in
soil
Source Rate
(kg/ha)
Source cost
(Tk/kg)
Cost
(Tk/ha)
N VL ± L Urea 296 20 5920
P L - M TSP 70 20 1400
K M MOP 74 22 1628
S L ± M Gypsum 45 12 540
Zn L ± M ZnSO4 6 150 900
Assume farmer receives Tk. 17.5/kg for rice
Cost of all fertilizer = Tk. 10388/ha = 0.59 t/ha rice
Cost of TSP and MOP = 0.17 t/ha rice
TSP and MOP must increase rice yield by > 0.17 t/ha before
farmer earns any return for investment in P and K
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 5/61
Soil nutrient status in Gazipur (AEZ 28)
& BRRI recommendation for Aman
(BR11, TY: 6 ± 0.5 t/ha)Nutrient Status in
soil
Source Rate
(kg/ha)
Source cost
(Tk/kg)
Cost
(Tk/ha)
N VL ± L Urea 296 20 5920
P L TSP 86 20 1720
K L MOP 124 22 2728
S L Gypsum 56 12 672
Zn L ± M ZnSO4 6 150 900
Assume farmer receives Tk. 17.5/kg for rice
Cost of all fertilizer = Tk. 11940/ha = 0.68 t/ha rice
Cost of TSP and MOP = 0.25 t/ha rice
TSP and MOP must increase rice yield by > 0.25 t/ha before
farmer earns any return for investment in P and K
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 6/61
Soil nutrient status in Barisal (AEZ 13)
& BRRI recommendation for Aman
(BR11, TY: 5 ± 0.5 t/ha)Nutrient Status in
soil
Source Rate
(kg/ha)
Source cost
(Tk/kg)
Cost
(Tk/ha)
N VL ± L Urea 200 20 4000
P VL - M TSP 75 20 1500
K Opt - H MOP 33 22 726
S Opt - H Gypsum 22 12 264
Zn L ± M ZnSO4 5 150 750
Assume farmer receives Tk. 17.5/kg for rice
Cost of all fertilizer = Tk. 7240/ha = 0.41 t/ha rice
Cost of TSP and MOP = 0.13 t/ha rice
TSP and MOP must increase rice yield by > 0.13 t/ha before
farmer earns any return for investment in P and K
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 7/61
Basic components of fertilizer management
� Total amount required
� Time of application
� Method of application
� High yield (75-80% of yield potential with good crop
management)
� High use efficiency
� High profit
Aim of fertilizer management
Goal of fertilizer management
� Optimally µfeed¶ the crop as and when needed
with essential nutrients
� Achieve high profit from the fertilizer use
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 8/61
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 9/61
Crop needs for fertilizer vary among
fields, seasons, and years
� Yield of the crop
� Amount of crop residueretained in the field
� Nutrients in irrigation water
� Past crop
� Past fertilizer use
� Nutrients supplied by soil
Factors affecting crop needs for fertilizer include
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 10/61
Site Specific Nutrient management (SSNM)
� provides an approach to adjust fertilizer rates and
timing to location and season-specific needs and
conditions
� helps in profit and efficiency increases of fertilizer
uses
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 11/61
Site-specific nutrient management (SSNM)
A set of scientific principles for determining the best
nutrient management for specific fields
A plant based approach for supplying rice with addednutrients as and when needed
Feed the plant¶s need for additional nutrients� Establish a yield target (plant¶s need for
nutrients)
� Effectively use the indigenous supply of
nutrients (soil, water, crop residues, andmanures)
� Apply fertilizer to fill the gap between cropneed and indigenous supply
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 12/61
SSNM: A plant-based approach
� Establish a yield target (plant¶s need for
nutrients)� Effectively use the indigenous supply of
nutrients (soil, water, crop residues, andmanures)
� Apply fertilizer to fill the gap between cropneed and indigenous supply
Feed the plant¶s need for additional nutrients
� Firmly based on scientific principles of nutrientrequirements of the crop to achieve high yields
� RTOP 2005
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 13/61
1. Establish a
yield target
the crop¶s
total needs
2. Effectively
use existing
nutrients
3. Fill deficitbetween total
needs and
indigenous
supply
Site-specific nutrient management (SSNM)
� RTOP 2005
Feeding
cropneeds!
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 14/61
Goal of fertilizer management
� Optimally µfeed¶ the crop as and when
needed with essential nutrients
� Achieve high profit from the fertilizer
use
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 15/61
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 16/61
Steps in fertilizer management
1. Set an attainable yield:Determine total nutrient needed
2. Estimate indigenous nutrient supply:Obtain as much yield as possible from indigenous
nutrient
3. Apply nutrient to fill gap:In case of P and K also apply nutrient to maintain soil
fertility
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 17/61
Determination of attainable yield
1. 75 80% of yield potential with good
crop management (High yield)
2. Average of 10 top yields in a location
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 18/61
The nutrient taken up by a mature crop
is directly related to grain yield
Source: Buresh et al. 2010
Example for rice
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 19/61
N P and K requirements for cereals as
predicted by QUEFTS
Crop kg nutrient/t grain
N P K
Rice 15 2.6 15
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 20/61
Determination of total nutrient need
Total N needed = Attainable yield * 15
Total P needed = Attainable yield * 2.6
Total K needed = Attainable yield * 15
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 21/61
Options for developing a fertilizer
recommendation
Fertilizer
recommendation
µDetermine¶nutrient supply
µCompute¶need for additional
nutrient
Soil analysis (soil test)
Soil classification
Mapping units
Algorithms or
derived
relationships
LCC
Spectral analysis
Nutrient omissionplots
Nutrient input-output balance
Critical value & N
dose associated
with yield gain
SSNM
Nutrient Manager decision tools
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 22/61
Basic components of N management
� Total amount required
� Distribution of N during growing season
� High yield (75-80% of yield potential with good crop
management)
� High efficiency (Agronomic efficiency of fertilizer N = 18 to 22 kg
grain increase per kg N fertilizer
� High profit
Aim of N management
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 23/61
The rate of fertilizer N depends on rice response to N
Grain
yield
Attainable
yield
target
Yield without N
N response
(t/ha)Target AEN
Estimated N
rate (kg N/ha)
1 16 to 18 55 to 65
2 18 to 20 100 to 110
3 20 to 23 130 to 150
4 22 to 25 160 to 180
N response
2
t/ha 3
t/ha4
t/ha
1. Estimate response to N2. Estimate N rate based on
response to N and target
efficiency for fertilizer N
(AEN)
N = (N response*1000)/AEN
AEN = kg grain increase/kg N applied
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 24/61
Apply fertilizer N to match crop needs for N
sowing
seedling
(transplanting)
pre-tillering
panicle initiation
(PI)
tillering
floweringmaturity
� Apply only a
moderate amount
� Increase N rate
with increasing
response to N
Early N
� Apply N based on leaf
N status
� Adjust N rate based
on anticipated crop
response to N
� Achieve optimal tiller
number and LAI
Active tillering and PI
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 25/61
Manage fertilizer N by crop growth stage
�Apply only moderate
amount of N
� Increase amount in
propose to crop yield
Early
�Apply at critical growthstages
�PI application is 55 to 60
days before harvest
�Vary N based on crop
needs
Active tillering and
panicle initiation
Early growthActive
tillering
Panicle
initiation HarvestHeading
0 10 20 30 40 50 60 70 80 90 100 110 days
-20 -10 0 10 20 30 40 50 60 70 80 90 100 110
DAT
Transplanting
Direct seeding
Flowering or heading
�Small amount of N can
be optional in highyielding conditions
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 26/61
Real-time N management
Basal to14 DAT or21 DAS
1. Apply N early, if needed
Monitor leafcolor at 7 to 10
day intervals
2. Monitor leaf color
Plant N uptake
Days after transplanting (DAT) or sowing (DAS)
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 27/61
Real-time N management
2. Monitor leaf color 3. Apply N when LCC reading is below critical value
Basal to14 DAT or21 DAS
1. Apply N early, if needed
Plant N uptake
Days after transplanting (DAT) or sowing (DAS)
Monitor leafcolor at 7 to 10
day intervals
LCC reading below critical value
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 28/61
Using the LCC
Immediately apply N
Do not apply N
Apply N very soon
Real-time N management
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 29/61
Critical stages for nitrogen management
Days after transplanting (DAT) or
sowing (DAS)
Plant N uptake
Tillering
Panicleinitiation
Basal to14 DAT or21 DAS
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 30/61
Fixed time ± adjustable dose N management
Monitor leaf color at critical stages
3. Adjust N dose up or down based on LCC reading
Basal to14 DAT or
21 DAS
1. Apply early N, if needed
Tillering
Panicleinitiation
2. Topdress N at predetermined critical times (growth stages)
Plant N uptake
Days after transplanting (DAT) or sowing (DAS)
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 31/61
Using the LCC
Apply high N dose
Apply intermediate N dose
Apply little or no N
Fixed time ± adjustable dose N management
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 32/61
Determine fertilizer P and K
requirements in four steps
1. Establish an attainable target yield
2. Estimate a nutrient balance
3. Estimate yield gain from added nutrient
4. Apply fertilizer to overcome deficiencies
and ensure profitable farming
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 33/61
Establish an attainable target yield
� Target yield is the grain yield attainable withthe recommended nutrient management,farmer¶s crop management practices, andtypical climatic conditions
� Target yield provides an estimate of the totalamount of nutrient taken up by the crop
Nutrient uptake by crop = YTarget x RIE
YTarget = Target yield (t/ha)
RIE = Reciprocal internal efficiency (kg plant nutrient per t
grain)
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 34/61
The uptake of P by rice increases inproportion to grain yield
A mature rice crop
takes up about 2.6 kg P
or 6 kg P2O5 per 1 tonof grain yield
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 35/61
Principles of P management for rice
� The need of a crop for P depends on:
± Anticipated crop yield
± Estimated supply of µnative¶ or µindigenous¶ P
� On soils with high soil P or no rice response to P,
apply about 4 kg P2O5 per ton of rice grain yield to
maintain soil P fertility
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 36/61
Recommended P2O5 ratesaccording to yield target and P-limited yield
Fairhurst et al. 2007. Rice: A practical
guide to nutrient management.
00
87654 Yield goal(t/ha) à
65
8050
956535
805020
9565350
906030 t3
0007
05
008
06
4
Yield in 0-Kplots (t/ha)
87654 Yield target
(t/ha)
35
4030
453525
60403020
60402515
6040203
7
5
8
6
4
Fertilizer P2O5 rate (kg/ha) Yield in 0-P
plots (t/ha)
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 37/61
The uptake of K by rice increases inproportion to grain yield
A mature rice crop
takes up about 15 kg K
or 18 kg K2O per 1 tonof grain yield
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 38/61
Improving K management for rice
� The need of a crop for K depends on:
± Anticipated crop yield
± Management of crop residues
± Estimated supply of µnative¶ or µindigenous¶ K
� Apply at least some of the needed fertilizer K
early -- to the young crop
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 39/61
Yield target
(t/ha) 4 5 6 7 8
Yield in 0-K
plots (t/ha)Fertilizer K2O (kg/ha)
3 30 60 90
4 0 35 65 95
5 20 50 80 110
6 35 65 95
7 50 80
8 65
2 to 3 t/ha straw input
Recommended K2O ratesaccording to yield target and K-limited yield at medium
straw input
Fairhurst et al. 2007. Rice: A practical
guide to nutrient management.
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 40/61
K management for rice
� Important for grain filling
� Supplied by irrigation water and minerals deposited
by floods
� Enable farmers to determine merit of additional
fertilizer K
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 41/61
Estimate a nutrient balance
P balance = POM + PCR (GY x RIEP)
K balance = KW + KOM + KCR KL (GY x RIEK)
KOM and POM = K and P inputs from added organic materials (kg/ha)
KCR and PCR = K and P inputs with retained crop residues (kg/ha)
KW = K input with irrigation water (kg/ha)
KL = K loss by percolation or leaching (kg/ha)
GY = Targeted grain yield (t/ha)RIEP = Reciprocal internal efficiency (kg P nutrient per t grain)
RIEK = Reciprocal internal efficiency (kg K nutrient per t grain)
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 42/61
Fertilizer P and K requirements based on
partial maintenance plus yield gain approach
Fertilizer P = (GY x RIEP PCR POM PS) + ((GY GY0P) x 1000/AEP)Fertilizer K = (GY x RIEK KCR KW KOM KS + KL) +((GY GY0K) x
1000/AEK)
GY = Targeted grain yield (t/ha)
RIEP
= Reciprocal internal efficiency (kg P nutrient per t grain)
RIEK = Reciprocal internal efficiency (kg K nutrient per t grain)
KCR and PCR = K and P inputs with retained crop residues (kg/ha)
KOM and POM = K and P inputs from added organic materials (kg/ha)
KW = K input with irrigation water (kg/ha)
KL = K loss by percolation or leaching (kg/ha)
PS and KS = threshold limits for draw down of soil P and K reserves (kg/ha)
GY0P = P-limited yield (t/ha)
GY0K = K-limited yield (t/ha)
AEP = Agronomic efficiency of fertilizer P (kg grain yield increase/kg P applied)
AEK = Agronomic efficiency of fertilizer K (kg grain yield increase/kg K applied)
Source: Buresh et al. 2010
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 43/61
Major uncertainty in P and K
management
What is the scientific basis for recommending P
and K rates that increase profitability by
applying less nutrient than removed by the crop,
especially when yield gain from the addednutrient is negligible
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 44/61
Fertilizer cost in 2008 with BRRI
recommendation for aman (Comilla)
Nutrient Source Rate
(kg/ha)
Source cost
(taka/kg)
Cost (taka/ha)
N Urea 167 12 2004
P TSP 50 40 2000
K MOP 50 35 1750S gypsum 45 6 270
Zn Zinc sulfate 5 90 450
Assume farmer receives 12 taka/kg for rice
Cost of all fertilizer = 6474 taka/ha = 0.54 t/ha rice
Cost of TSP and MOP = 0.31 t/ha rice
TSP and MOP must increase rice yield by > 0.3 t/ha before
farmer earns any return for investment in P and K
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 45/61
Transform science into locally
adapted decision making tools
� Nutrient Manager ± Provides field-specific
guidelines for extension
workers, crop advisors,
and farmers ± Uses IT to provide
needed information
± Tailored to countries
and regions
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 46/61
How does the Nutrient Manager
decision tool work?
� The decision tool presents a farmer or extension
worker with 10 to 15 easy-to-answer questions
about their rice field
� The farmer or extension worker responds to the
questions in less than 15 minutes
� The farmer or extension worker then receives a
nutrient management guideline tailored to their
specific field and crop-growing conditions
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 47/61
Extension workers and farmers will be
able to access Nutrient Manager via the
internet and mobile phones
Mobile phone via
Web connection
Computer via
Web connection
Nutrient
Manager
Web
Nutrient
Manager
Mobile
Mobile phone
SMS compatibleNutrient
Manager
Text
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 48/61
Based on answers to a few simple
questions, a farmer receives a nutrient
management guideline for their rice field
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 49/61
Nutrient Manager Text version uses
interactive voice response (IVR)
Apply 3.5 bags 14-14-14
w/in 14 days after transplanting (DAT); 1 bag
urea at 23 to 27 DAT;1.5
bags urea at 33 to 37 DAT
� The user calls a toll-free number to access the software.
� Once connected, a voice prompt instructs the caller to
select statements describing his/her field conditions by
pressing the number on the phone.
� After all statements are answered, the field-specificfertilizer guideline is sent as a text message.
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 50/61
Nutrient Manager decision tool for rice in Bangladesh
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 51/61
Nutrient Manager for Rice
English version
f
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 52/61
Nutrient Manager for Rice
page 1
N t i t M f Ri
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 53/61
Nutrient Manager for Rice
page 1
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 54/61
Nutrient
Manager for
Ricepage 2
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 55/61
Nutrient Manager for Rice output
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 56/61
Nutrient Manager for Rice page 1,
selection of cropping system
Aman
Boro
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 57/61
Nutrient Manager for Ri ce page 2,
se le ction of LCC u se
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 58/61
Nutrient Manager for Rice
output with LCC
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 59/61
Nutrient Manager for Rice page 2,
selection of organic materials
f
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 60/61
Nutrient Manager for Rice
output with organic material
8/6/2019 Ibo Ssnm 09 June 11
http://slidepdf.com/reader/full/ibo-ssnm-09-june-11 61/61
Internet, mobile phones, and videos
can help accelerate delivery of
nutrient management technologies
Science-based principles can be used
to µdetermine¶ and µcompute¶ locally-adapted recommendations for specific
fields