modern techniques for site-specific nutrient management - dr. varinderpal singh
TRANSCRIPT
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
1/56
Modern TechniquesModern TechniquesForFor
SiteSite--specificspecific
Nutrient ManagementNutrient Management
Dr.Dr. VarinderpalVarinderpal SinghSinghDepartment of Soil ScienceDepartment of Soil Science
PunjabPunjab AgriculturalAgricultural UniversityUniversity
LudhianaLudhiana--141 004 (INDIA)141 004 (INDIA)
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
2/56
Nutrient management
Nutrient management is the art of managing the
amount, form, placement, and timing of the
application of nutrients (as fertilizer, manure, crop
residues or any other form) to plants for optimum
forage and crop yields with minimal adverse effects
on water and air resources
Current fertilizer recommendations for croppingsystems based on rice and wheat typically consist of
blanket recommendations with fixed rates and
timings for large tracts
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
3/56
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
4/56
Nutrient management
The widely deficient nutrient is
NITROGEN
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
5/56
Important Things about Nitrogen
Non reactive N: N2, 78% of earths atmosphere
Reactive N (Nr): All biologically, chemically and
physically active N compounds in the atmosphere andbiosphere of the Earth
Natural Conversion: N2 is naturally converted to Nrprimarily by biological nitrogen fixation (BNF)
o
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
6/56
Nitrification
Nitrification
Ammonification
Nitrite NO2-
Soil organic nitrogen
Animal
protein
Rootuptake
Nitrate
NO3-
Plant
protein
2008 Paul Billiet ODWS
Ammonium NH4+
The Soil Nitrogen and Plants
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
7/56
Root uptake
NH4+ and NO3
-
Plant
protein
Soil organicnitrogen
Nitrogen from the atmosphere
Biologicalfixation
Atmospheric
fixationOut
gassing
Atmospheric Nitrogen
(Non reactive N2)
2008 Paul Billiet ODWS
The Atmospheric N, Soil and Plants
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
8/56
Nitrate NO3-
Atmospheric
fixation
Out
gassing
Plant
protein
Atmospheric Nitrogen
(Non reactive N2)
Ammonium
NH4
+
Soil organicnitrogen
Biologicalfixation
Industrialfixation
2008 Paul Billiet ODWS
The Human Impact in N Cycle
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
9/56
Sediments
Nitrification
Root
uptake
Biological
fixation
Nitrification
Ammonium NH4+
Ammonification
Nitrite NO2
-
Dissolved in water
Denitrification
LeachingNitrate
NO3-
Soil organic
nitrogen
Atmosphericfixation
Out
gassing
Industrial
fixation
Plant protein
Animalprotein
Atmospheric Nitrogen(Non reactive N2)
2008 Paul Billiet ODWS
The N Cycle
Reactive Nitrogen
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
10/56
The N Production and Consumption
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
11/56
The N Production and Consumption
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
12/56
Human-Caused Global Nitrogen Emissions
Vitousek et al. (1997)
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
13/56
Percent increase in N flows in water bodies
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
14/56
Atmospheric transport and subsequent deposition has
become the dominant reactive N distribution process
Year Reactive N emitted as NOx and NH3 and
then deposited to the Earths surface as
NOy and NHx
1860 34 Tg N year-1
1995 100 Tg N year-1
2050 200 Tg N year
-1
N deposition to ecosystems in the absence of human influence is generally~0.5 kg N ha1 yr1 or less
Average N deposition rates exceeding 10 kg N ha1 yr1 are already beingobserved in large regions of the world
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
15/56
Estimated N deposition from global total N (NOy and NHx) emissions, totaling 105 Tg N y1. The
unit scale is kg N ha1 y1, modified from the original units (mg m2 y1) (Dentener et al., 2006)
1860
How extensive is Nr distribution?
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
16/56
There are significant effects of Nr accumulation
within the atmosphere, geosphere and biosphere
Increases in:
N2O
soil acidity and N concentrations coastal / surface water N concentrations
drinking water NO3 concentrations
Decreases in: stratospheric O3Leads to:
loss of biodiversity in terrestrial and aquatic ecosystems
human health effects
changes in earths radiation balance
soil health effects
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
17/56
Atmospheric concentrations of nitrous oxide over the last 10,000 years (large panels) and since 1750 (inset
panels). Measurements are shown from ice cores (symbols with different colours for different studies) and
atmospheric samples (red lines). The corresponding radiative forcings are shown on the right hand axes of thelarge panels. (Source IPCC, 2007)
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
18/56
Fertilizer N and denitrification rate in soil
Brodbalk expt, Hirsch et al. (2007)
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
19/56
Pre-industrial
Human-derived
Total
InputsBiological nitrogen fixation 120 20 140Lightning 5 0 5
Industrial N-fixation 0 125 125Fossil fuel combustion 0 25 25
Totals 125 170 295Fates
Biospheric increment 0 9 9River flow 27 35 62
Groundwater 0 15 15Denitrification 92* 17 109
Atmospheric transport to the ocean 6 48 54Totals 125 124 249All values are Tg N yr-1. Unless otherwise indicated, preindustrial values and human-derived inputs are for the mid-1990s
from Galloway et al. (2004) and Duce et al. (2008). Fates of human-derived (anthropogenic) nitrogen are derived by
Schlesinger (2009)
* Calculated by difference in order to balance the N budget.
Net of human activities.
U.S. Geological Survey (2008) for 2007.
Budgets for N on the global land surface
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
20/56
What can we do
under the emerging
N cycling scenario ?
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
21/56
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
22/56
In 1970, Delwiche stated, The ingenuity that has been
used to feed a growing world population will have to be
matched quickly by an effort to keep the nitrogen cycle inreasonable balance
Thirty-five years later, Dobermann and Cassman (2005)
pointed out, Failure to arrest the decrease in cereal crop
area and to improve nitrogen use efficiency in the worlds
most important agricultural systems will likely cause
severe damage to environmental services at local,
regional, and global scales due to a large increase in
reactive N load in the environment.
Scientific Alerts !
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
23/56
Scientific Discussions !
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
24/56
0
10
20
30
40
50
60
1960 1970 1980 1990 2000
F
ertilizerNconsumptio
n(Mt
) Developed Countries
Developing Countries
Fertilizer N Consumption in the World
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
25/56
The Farmers Practice to
manage fertilizer Nin the most important
agricultural systems of
developing countries ?
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
26/56
Temporalvariability
Field to
fieldvariability
Application of excess fertilizer N in theApplication of excess fertilizer N in thequest of higher yields andquest of higher yields and
to avoid riskto avoid risk
Soil/organic N supplySoil/organic N supply
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
27/56
Variability at farmers field
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
28/56
Variability at farmers field
The soil test can ensure potentialyield but with the application of
fertilizers in excess of croprequirements
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
29/56
Variability at farmers field
The best fertilizer management forhigh profit and high yield demandssite-specific need-based decisionsthat would vary among fields
The soil test can ensure potentialyield but with the application of
fertilizers in excess of croprequirements
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
30/56
Soil N Supply
Plant N Demand
SynchronizeSynchronize
Mineral
Fertilizer
MineralMineral
FertilizerFertilizer
OrganicResidueGM
OrganicResidue
GM
Congruence between N supply and demand
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
31/56
How do we know when plant needs
nitrogen ?
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
32/56
The fertilizer N management tools
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
33/56
The fertilizer N management tools
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
34/56
The fertilizer N management tools
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
35/56
LeafColourChart
(LCC)
R l ti N t
h l i
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
36/56
Real-time N management
Plant N uptake
Days after transplanting (DAT) or sowing (DAS)
Basal 25kgurea peracre
The Real Time N management
1) Apply low N doses at all stages
R l ti N t
Th R l Ti N
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
37/56
Real-time N management
1) Apply low N doses at all stages
2) Monitor leaf colour starting from 15 DAT to initiation of flowering
PlantNu
ptake
Days after transplanting (DAT) or sowing (DAS)
Monitor leafcolor at 7-10
day intervals
Basal 25kgurea peracre
The Real Time N management
R l ti N t
Th R l Ti N t
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
38/56
Real-time N management
1) Apply low N doses at all stages
2) Monitor leaf colour starting from 15 DAT to initiation of flowering
3) Apply N when LCC reading is below LCC shade 4
P
lantNu
ptak
e
Days after transplanting (DAT) or sowing (DAS)
Monitor leafcolor at 7-10
day intervals
LCC reading below critical value
Basal 25kgurea peracre
25 kg urea per acre
The Real Time N management
Average Fertilizer N and Rice Grain Yield
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
39/56
Fertilizer N and grain yield of rice in 461 on-farm trials in Punjab (2000-2009)
Average Fertilizer N and Rice Grain Yield
(461 on-farm trials in Punjab (2000-2009)
U i LCC i i
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
40/56
Using LCC in maize
Evaluation of LCC based fertilizer N management in
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
41/56
Evaluation of LCC based fertilizer N management in
maize during 2010 at on-farm locations
LocationFert. N (kg/ha) N
saving(kg/ha)
Yield (q/ha) Yieldbenefit(q/ha)
Blanket LCC Blanket LCC
Langroya 120 120 0 58.7 66.5 7.8Jalandhar 1 120 90 30 59.1 59.6 -Jalandhar 2 120 150 -30 41.7 51.1 9.4Hoshiarpur 1 150 120 30 59.0 61.9 2.9
Hoshiarpur 2 120 120 0 62.3 61.4 -
Hoshiarpur 3 120 120 0 60.5 63.3 2.8Hoshiarpur 4 120 90 30 60.1 62.2 2.1
Nawanshahr 1
120 120 0 60.0 63.1 3.1
Evaluation of LCC based fertilizer N management in
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
42/56
Evaluation of LCC based fertilizer N management in
maize during 2010 at on-farm locations
LocationFert. N (kg/ha) N
saving(kg/ha)
Yield (q/ha) Yieldbenefit(q/ha)
Blanket LCC Blanket LCC
Nawanshahr 2 120 90 30 59.6 60.4 -Noormehal 150 120 30 42.0 40.5 -Ropar 1 125 90 35 53.0 51.0 -Ropar 2 125 120 5 47.0 47.3 -
Roprar 3 120 90 35 50.8 50.0 -
Gurdaspur 1 120 90 30 62.5 63.0 -Gurdaspur 2 120 90 30 42.4 42.0 -
Gurdaspur 3
150 120 30 44.5 46.0 -
Handheld Optical Sensors
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
43/56
Handheld Optical Sensors
Stress = plant reflect more red light (VIS) and reflects lessnear infrared (NIR)
Results in values between 1 and 1; increasing positivevalues indicating increasing vegetation biomass and vigor
Optically estimates plant biomass, total nitrogen in the crop,
and plant stress
Normalized Difference Vegetative IndexNormalized Difference Vegetative IndexNDVI = (NIRref- Redref) / (NIRref+ Redref)
Holland sensor:59010 and 88010 nm
GreenSeeker sensor:67010 and 78010 nm
Using GreenSeeker in rice
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
44/56
Using GreenSeeker in rice
Optical sensors and Plant Reflectance
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
45/56
Optical sensors and Plant Reflectance
Wavelength (nm)
Refle
ctance(%)
Refle
ctance(%)
0.25
0.50VisibleVisible Near InfraredNear Infrared
450 550 650 750 850 950 1050500 600 700 1000900800
0.00
PhotosyntheticPotential
Measure of living
plant cells abilityto reflect infraredlight
Indicator ofAvailableChlorophyl
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
46/56
1
2
Predict RI
Predict YP0
Predict YPN based on RI
Fertilizer N = (GNUPYPNGNUPYP0)/0.5
3
4
1
2
3
4
Nitrogen Fertilization Optimization Algorithm
INSEY-grain yield relationship for rice at 49
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
47/56
DAT
-gra n y e re a ons p or r ce a
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
48/56
DAT
Evaluation of GS based N management in rice
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
49/56
Evaluation of GS based N management in rice
Treat-
ment
Fertilizer N applied (kg N/ha ) at DAT Grain yield
(t/ha)
AE (kg grain /
kg N applied)0 7 21 28 42 49 Total
1 20 40 28* 88 6.23 27.1
2 20 60 12* 92 6.83 32.3
3 30 30 32* 92 5.63 19.4
4 30 50 14* 94 6.28 25.8
5 40 40 24* 104 6.34 24.0
6 20 40 29* 89 5.97 23.87 20 60 19* 99 6.59 27.7
8 30 30 32* 92 5.66 19.7
9 30 50 17* 97 6.25 24.7
10 40 40 20* 100 6.50 26.5
Recomm. 40 40 40 120 6.19 19.5
No-N 0 3.85 -
LSD (p=0.05) 0.774
* GreenSeeker guided N dose
P and K management
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
50/56
g
Full
fertilization -N -P -K
+NPK +PK +NK +NP
Nutrient omission plot indicates how much fertilizer P and K is needed
Set target yield Yield with full fertilization (NPK)
Use good management
Estimate P-limited yield Yield in P omission plot
Determine P fertilizer rate
Yield without P
P fertilizer
+NPK yield
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
51/56
Recommended K2O rates at medium straw input
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
52/56
Target yield
(t/ha)4 5 6 7 8
Yield in 0-K
plots (t/ha)Fertilizer K
2
O rate (kg/ha)
3 30 60 90
4 0 35 65 95
5 0 20 50 80 110
6 0 0 35 65 95
7 0 0 0 50 80
8 0 0 0 0 65
Plant-based SSNM in nutshell
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
53/56
Plant-based SSNM in nutshell
A plant need-based approach for feeding cropswith nutrients as needed
Adjust fertilizer rates and timing to field andseason-specific conditions
Dynamically apply N based on leaf color, as ameasure of plant need for N
Determine P and K needs based on anticipatedcrop performance.
Carry Home Message for Agriculturists
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
54/56
Carry Home Message for Agriculturists
Avoid indiscriminate use of reactive N inagriculture because it leads to N deposition,
global warming, soil health deterioration,
and environmental degradation.
Carry Home Message for Agriculturists
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
55/56
y g g
Avoid indiscriminate use of reactive N inagriculture because it leads to N deposition,
global warming, soil health deterioration,
and environmental degradation.
Accept the responsibility of developingfarmers friendly SSNM strategies, and
ensuring the adoption of technology atfarmers level.
-
7/31/2019 Modern Techniques for Site-Specific Nutrient Management - Dr. Varinderpal Singh
56/56
Feed My NeedsFeed My Needs
Thank YouThank You