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INTEGRATING FARMERS’
  PRACTICES AND PERCEPTIONS
     INTO CROP MODELING
                   Addisu Asfaw
            MSc Student, Ambo University


Nile BDC Symposium on Modeling in the Blue Nile Basin
           Addis Ababa, 12 November 2012
1. INTRODUCTION

 Low   water use efficiency is a challenge to crop
    production in rainfed systems.

   Water is getting continuously scarce due to:
      increased demand and,
      shrinking availability induced mainly by climate

       change.
…CONT’

As agriculture is the major consumer of water,
 improving CWP is among the ways of
 overcoming the challenge.

The   major objective of this study is, therefore,


 to estimate WP of major crops grown under
  rainfed system through indigenous knowledge of
  farmers.
2. MATERIALS AND METHODS
…CONT’
2.2 Data Collection Methods
 Farmers’ practices   and perceptions were understood

 through:

  HHS   and personal communications,

  Focus    group discussion,

  Informal   surveys and,

  Personal   Observations.
…CONT’
    Representative crop fields were randomly selected;

   Agronomic practices implemented were monitored.

    BM and GY or TY of each crop was determined using a
    quadrate sampling method.

 CWR    was simulated using CROPWAT model.

 From   CWR average WC by each crop was calculated.

    Both PWP (kg/m3) and EWP (birr/m3) were
    determined at harvest.
. . . CONT’


 WC   = ETC – IR



 CWP   = Crop Product (kg/ha)
               WC (m3)
3. RESULTS
Based on the farmers’ practices and perception the
 following results were obtained :
3.1 Local Classification System of Agro-ecology
Table 1: Indicators of local agro-ecology
Landscape                                    Local Indicators
Position              Natural Vegetation              Dominant crops    Atmo. Temp.
                                                                           condn
              Qerero/ Amionguria altussimal
              Koso/Hagenia abyssinica               Barley, Potato,
Upper Zone    Cedar/Juniperous procera              Enset & Wheat      Cold - Very cold
              Olive /Olea erpaea . . . etc
              Shola/Ficus Sp.,
              Zigba/Podocarpus gracilior            Wheat, Teff &
Middle Zone   Broad-leaved corton/Croton            Sorghum            Warm - Cool
              macrostachys . . . etc.



              Wanza/Cordia abyssinica               Maize, Teff,
Lower Zone    Warka and,Acacia tress. . . etc.      Sorghum & Niger    Very hot - Hot
                                                    Seed, etc
3.2 Major Crops
Table 2: Common crop types grown across the three landscape
  positions.

Landscape             Major Crops           Elevation (m asl)
position

Upper Zone Barley, Potato and Wheat            2700 - 3200


Middle Zone Wheat, Teff and Sorghum            2300 - 2700

Lower Zone Maize, Teff and Sorghum                < 2300

Source: HHS and Field observation, 2011.
3.3 Agronomic Practices
i.   Crop Rotation:
Used as a best mechanism (91%):
            to maintain soil fertility,
            weed and disease control,
            reduce soil erosion and enhance crop yield.
         Followed different pattern across the three agro-
             ecological zones.
. . . CONT’
 Barley   => Fallow => Barley . . . . Upper Zone.
   Wheat => Teff => Wheat      . . . . Middle Zone.
   Teff => Sorghum/Maize . . . . . . . Lower Zone

ii. Fallowing Land:
    ♣ Commonly practiced in the upper zone (on 28% of

     15 fields or 9% of 45 fields).
. . . CONT’
iii. Tillage, Fertilizers and Seeding Rates
Table 3: Tillage frequency, fertilizers and seeding rtes across the three landscape
  positions
                                 Landscape Positions with their major crops

Management              Upper Zone                 Middle Zone            Lower Zone
Practices
                Barley Whea         Potat   Whea      Teff Sorghu Teff      Sorghu Mai
                       t            o       t              m                m      ze
FR     DAP        84        85       321      92       67    10     0.0       0.0      28
(kg/
ha)    UREA        0        15       177      59       49    10     0.0       0.0      6

Tillage Freq.     3.8      3.6       3.8      3.4     3.4    1.6    2.8       1.8      2.4

SR (kg/ha)       218       162       2645    216       68    23      51       19       24
. . . CONT’

♣   56% of the sampled crop fields were tilled 3 – 4
    times.
♣   22% 1 to 2 times and 22% tilled 2 to 3 times.
♣   33% of the monitored crop fields used no
    fertilizers.
♣   67% used at least DAP or both.
iv. Compost application:
  ♣ Very   few farmers applied compost/manure to their
      crop fields (13% of all monitored fields).

v. Crop Variety:
  ♣   53% of HHs used improved varieties on the
      monitored crop fields.
  ♣   The remaining 47% used local varieties.
. . . CONT’
vi. Weed Control:
   In addition to frequent tillage and crop rotation,

    67% of the total HHs removed weeds traditionally by
    hand.
    Only 33% used agro-chemicals to control weeds
    (Barley and Wheat).
. . . CONT’
vii. Rainwater Management Practices:
  ♣   In addition to the use of improved varieties, farmers
      applied very limited types of RWM systems.
  ♣   The most commonly used was surface drainage
      (100%).
  ♣   Some farmers used:
         cut-off drainage (6.6%),
         deep furrows (11%) and,
         deep tillage (22%),
. . . CONT’
viii. Cropping calendar, Methods of sowing and
  Harvesting:
     Planting date was determined based on the time of onset of
      rainfall and optimum soil moisture required by each crop
      types.
     Most farmers (88%) practiced traditional method of sowing.
     All sampled crops were also harvested traditionally with
      hand.
3.4 CROP PRODUCTIVITY
. . . CONT
3.5 AMOUNT OF WATER CONSUMED
3.6 PHYSICAL CROP WATER PRODUCTIVITY
3.7 ECONOMIC WATER PRODUCTIVITY
4. DETERMINANT FACTORS
 Economic     WP shows variations due to:
  difference    in agro-ecology,
  Crop     types and variety,
  Types    of precursor crops used in the rotation systems
     and,
    rate of inorganic fertilizers used
5. CONCLUSIONS
 Farmers    used their own perception and
    practices to enhance crop yield and thereby
    improve CWP.
   They have adopted tillage and crop rotation
    methods, agronomic practices, and RWM
    practices to maximize yield from available
    water.
. . . CONT’
   among the major crops the leading water consumer was
    maize followed by sorghum and potato.
   Potato was the most appropriate crop both in economic
    and physical WP in the upper zone.
   Teff had the highest local market demand from all
    other crops in the middle and lower zones.
Than k y o u for your
    at tention!

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Integrating farmers’ practices and perceptions into crop modeling

  • 1. INTEGRATING FARMERS’ PRACTICES AND PERCEPTIONS INTO CROP MODELING Addisu Asfaw MSc Student, Ambo University Nile BDC Symposium on Modeling in the Blue Nile Basin Addis Ababa, 12 November 2012
  • 2. 1. INTRODUCTION  Low water use efficiency is a challenge to crop production in rainfed systems.  Water is getting continuously scarce due to: increased demand and, shrinking availability induced mainly by climate change.
  • 3. …CONT’ As agriculture is the major consumer of water, improving CWP is among the ways of overcoming the challenge. The major objective of this study is, therefore, to estimate WP of major crops grown under rainfed system through indigenous knowledge of farmers.
  • 5. …CONT’ 2.2 Data Collection Methods  Farmers’ practices and perceptions were understood through:  HHS and personal communications,  Focus group discussion,  Informal surveys and,  Personal Observations.
  • 6. …CONT’  Representative crop fields were randomly selected;  Agronomic practices implemented were monitored.  BM and GY or TY of each crop was determined using a quadrate sampling method.  CWR was simulated using CROPWAT model.  From CWR average WC by each crop was calculated.  Both PWP (kg/m3) and EWP (birr/m3) were determined at harvest.
  • 7. . . . CONT’  WC = ETC – IR  CWP = Crop Product (kg/ha) WC (m3)
  • 8. 3. RESULTS Based on the farmers’ practices and perception the following results were obtained :
  • 9. 3.1 Local Classification System of Agro-ecology Table 1: Indicators of local agro-ecology Landscape Local Indicators Position Natural Vegetation Dominant crops Atmo. Temp. condn Qerero/ Amionguria altussimal Koso/Hagenia abyssinica Barley, Potato, Upper Zone Cedar/Juniperous procera Enset & Wheat Cold - Very cold Olive /Olea erpaea . . . etc Shola/Ficus Sp., Zigba/Podocarpus gracilior Wheat, Teff & Middle Zone Broad-leaved corton/Croton Sorghum Warm - Cool macrostachys . . . etc. Wanza/Cordia abyssinica Maize, Teff, Lower Zone Warka and,Acacia tress. . . etc. Sorghum & Niger Very hot - Hot Seed, etc
  • 10. 3.2 Major Crops Table 2: Common crop types grown across the three landscape positions. Landscape Major Crops Elevation (m asl) position Upper Zone Barley, Potato and Wheat 2700 - 3200 Middle Zone Wheat, Teff and Sorghum 2300 - 2700 Lower Zone Maize, Teff and Sorghum < 2300 Source: HHS and Field observation, 2011.
  • 11. 3.3 Agronomic Practices i. Crop Rotation: Used as a best mechanism (91%):  to maintain soil fertility,  weed and disease control,  reduce soil erosion and enhance crop yield. Followed different pattern across the three agro- ecological zones.
  • 12. . . . CONT’  Barley => Fallow => Barley . . . . Upper Zone.  Wheat => Teff => Wheat . . . . Middle Zone.  Teff => Sorghum/Maize . . . . . . . Lower Zone ii. Fallowing Land: ♣ Commonly practiced in the upper zone (on 28% of 15 fields or 9% of 45 fields).
  • 13. . . . CONT’ iii. Tillage, Fertilizers and Seeding Rates Table 3: Tillage frequency, fertilizers and seeding rtes across the three landscape positions Landscape Positions with their major crops Management Upper Zone Middle Zone Lower Zone Practices Barley Whea Potat Whea Teff Sorghu Teff Sorghu Mai t o t m m ze FR DAP 84 85 321 92 67 10 0.0 0.0 28 (kg/ ha) UREA 0 15 177 59 49 10 0.0 0.0 6 Tillage Freq. 3.8 3.6 3.8 3.4 3.4 1.6 2.8 1.8 2.4 SR (kg/ha) 218 162 2645 216 68 23 51 19 24
  • 14. . . . CONT’ ♣ 56% of the sampled crop fields were tilled 3 – 4 times. ♣ 22% 1 to 2 times and 22% tilled 2 to 3 times. ♣ 33% of the monitored crop fields used no fertilizers. ♣ 67% used at least DAP or both.
  • 15. iv. Compost application: ♣ Very few farmers applied compost/manure to their crop fields (13% of all monitored fields). v. Crop Variety: ♣ 53% of HHs used improved varieties on the monitored crop fields. ♣ The remaining 47% used local varieties.
  • 16. . . . CONT’ vi. Weed Control:  In addition to frequent tillage and crop rotation, 67% of the total HHs removed weeds traditionally by hand.  Only 33% used agro-chemicals to control weeds (Barley and Wheat).
  • 17. . . . CONT’ vii. Rainwater Management Practices: ♣ In addition to the use of improved varieties, farmers applied very limited types of RWM systems. ♣ The most commonly used was surface drainage (100%). ♣ Some farmers used:  cut-off drainage (6.6%),  deep furrows (11%) and,  deep tillage (22%),
  • 18. . . . CONT’ viii. Cropping calendar, Methods of sowing and Harvesting:  Planting date was determined based on the time of onset of rainfall and optimum soil moisture required by each crop types.  Most farmers (88%) practiced traditional method of sowing.  All sampled crops were also harvested traditionally with hand.
  • 20. . . . CONT
  • 21. 3.5 AMOUNT OF WATER CONSUMED
  • 22. 3.6 PHYSICAL CROP WATER PRODUCTIVITY
  • 23. 3.7 ECONOMIC WATER PRODUCTIVITY
  • 24. 4. DETERMINANT FACTORS  Economic WP shows variations due to:  difference in agro-ecology,  Crop types and variety,  Types of precursor crops used in the rotation systems and,  rate of inorganic fertilizers used
  • 25. 5. CONCLUSIONS  Farmers used their own perception and practices to enhance crop yield and thereby improve CWP.  They have adopted tillage and crop rotation methods, agronomic practices, and RWM practices to maximize yield from available water.
  • 26. . . . CONT’  among the major crops the leading water consumer was maize followed by sorghum and potato.  Potato was the most appropriate crop both in economic and physical WP in the upper zone.  Teff had the highest local market demand from all other crops in the middle and lower zones.
  • 27. Than k y o u for your at tention!