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Yield gains and agronomic traits of
maize varieties released in China
during the past six decades


                     Shihuang Zhang, Xiaoke Ci, Mingshu Li, Jiashun
                     Xu, Degui Zhang, Xiaoling Liang (CAAS, Beijing,
                     China)
                     xkc-99@yahoo.com.cn
                     Maize Center, ISC, CAAS
      Chinese Academy of Agricultural Sciences
Maize yield
12.0
       America        Argentina   China
       Vietnam        Myanmar
10.0



 8.0



 6.0



 4.0                 y=107x+974
                                                  y=38x+4586

 2.0



 0.0
   61

   63

   65

   67

   69

   71

   73

   75

   77

   79

   81

   83

   85

   87

   89

   91

   93

   95

   97

   99

   01

   03

   05

   07

   09
 19

 19

 19

 19

 19

 19

 19

 19

 19

 19

 19

 19

 19

 19

 19

 19

 19

 19

 19

 19

 20

 20

 20

 20

 20
                                  Years
                                                      Data from FAO
                 Chinese Academy of Agricultural Sciences
• Problems in maize breeding

• Strategies for more effective breeding




          The research since 2005



         Chinese Academy of Agricultural Sciences
materials
1950s:Golden queen, Xiaolihong, Yinglizi, Baimaya
1960s:Sishuang 1,HD409, Weier156,US13
1970s:Xindan 1, Zhongdan 2, Zhengdan2, Qundan105,
      Jidan101
1980s:Yedan 4, Huang417, Shendan 7,Danyu13,Yedan 2,
      Nongda60, Tiedan 4
1990s:Benyu 9, Yedan13, Sidan19, Zhengdan14,Yedan19,
      Jidan159, Nongda3138, Nongda108, Ludan50, Jidan180
2000s:Zhengdan958,Xianyu335,Shendan16,Ludan981,
      Denghai 9

             Chinese Academy of Agricultural Sciences
design

• The trial design was a randomized complete
  block in a split plot arrangement with
  density as main plot and hybrid as subplot.

• Subplots consisted of two rows 0.6 m apart
  and 4 m long.




         Chinese Academy of Agricultural Sciences
Year                   Densities
                      30 000 plants/ha

2005-2006             45 000 plants/ha
                      60 000 plants/ha



                      15 000 plants/ha
2007-2009             45 000 plants/ha
                      75 000 plants/ha




      Chinese Academy of Agricultural Sciences
Locations

Urumchi
                                             Shenyang
                                   Beijing



                                  Xinxiang




                                  Sanya

  Chinese Academy of Agricultural Sciences
Objectives
Ⅰ yield gains and its association with
 plant densities
Ⅱ agronomic trait changes accompanied
   with yield
Ⅲ N utilization and its association with
 released decade and stay-green
   provide a basis for designing more
   effective future breeding strategies

       Chinese Academy of Agricultural Sciences
I. Yield gain and its association
       with plant densities


        i Genetic yield gain
      ii Tolerance to stress




   Chinese Academy of Agricultural Sciences
1. Genetic contribution to total yield gains
                           from 1970-2000
 12.00
                 Total yield gain
                                               Yield of the 2000s hybrids at 75 000 plants/ha
                 Gengtic yield gain
 10.00                                                                             C


  8.00
             Yield of the 1950s OPVs at 75 000 plants/ha
                                                                                                       CD – breeding
                                                                                                        contribution
                    B
  6.00                                                                                                      53%

  4.00

               A
  2.00         Yield of the 1950s OPVs at 15 000 plants/ha



  0.00
      1940         1950       1960        1970         1980        1990        2000         2010
                                            Year                                                The method from Tollenaar (2002)
                                                                                                Ci et al. Euphytica, accepted
Open pollination varieties (OPVs)
                               Chinese Academy of Agricultural Sciences
ⅰ Genetic yield gain
ⅱ Tolerance to stress
1. Tolerance to stress

                     Yield at different densities
12.0
           15 000
           45 000
10.0       75 000                     y = 0.11 x - 205.03
                                           R2 = 0.97

 8.0

                                                  y = 0.09 x - 177.52
                                                       R2 = 0.95
 6.0



 4.0                                              y = 0.06 x - 111.74
                                                       R2 = 0.91

 2.0



 0.0
    1940      1950      1960   1970      1980        1990        2000     2010

                                  Year
                                                            Ci et al. Euphytica, accepted
            Chinese Academy of Agricultural Sciences
• Yield gain increased significantly with increasing
  plant densities.




  New hybrids have more tolerance to stress from
  the 1950S to 2000S. (Here, Tolerance to stress includes
  high densities, diseases, insects and so on)




           Chinese Academy of Agricultural Sciences
2. Tolerance to high densities
                                         Yield in Urumchi
16.0                                                                16.00
           30 000                                                            15 000
                                           y = 0.084x - 156                  45 000
           45 000                                                   14.00
14.0                                           R2 = 0.71                     75 000           y = 0.040x - 66
           60 000
                                                                                                R2 = 0.344
                                                                    12.00
12.0
                                                   y = 0.124 x - 236
                                                       R2 = 0.91     10.00                              y = 0.049x - 87
10.0                                                                                                      R2 = 0.5924
                                                                     8.00

 8.0
                                         y = 0.103x - 196            6.00                            y = 0.046x - 84
                                             R2 = 0.91                                                 R2 = 0.7079
 6.0                                                                 4.00


 4.0                                                                2.00
    1960            1970   1980   1990           2000           2010 1960       1970   1980         1990           2000   2010

                                                              Year
                                                                                       Ci et al. Crop Science, 2010

                             Chinese Academy of Agricultural Sciences
30 000: y = 0.103x - 196 r = 0.96      15 000: y = 0.046x - 84 r = 0.84

45 000: y = 0.124x - 236 r = 0.95      45 000: y = 0.049x - 87 r = 0.77

60 000: y = 0.084x - 156 r = 0.84      75 000: y = 0.040x - 66 r = 0.58




          No significant difference between regression
                coefficient at different densities.


Hybrids improved slightly in tolerance to high densities.
Hybrids did not attain greater tolerance to higher densities of
        60,000 to 75,000 plants/ha as yet in China.
                                                 Ci et al. Crop Science, 2010
              Chinese Academy of Agricultural Sciencesc
3. The Contribution of Stress Tolerance



Locations        Environment              Genetic yield gain

 Beijing     a typical environment        increased efficiency in
             with serious biotic and         grain production
                  abiotic stress          improved tolerance to
                                                  stress


                                          increased efficiency in
            abundant sunshine and            grain production
Urumchi     few diseases and insects      improved tolerance to
                                              High densities


              Chinese Academy of Agricultural Sciences
compare
                          Beijing                   Xinjiang
30 000 plants ha-1 :   y = 0.064x - 121         y = 0.103x – 196

45 000 plants ha-1 :   y = 0.116x - 222         y = 0.124x - 236

60 000 plants ha-1 :   y = 0.155x - 301         y = 0.084x - 156




     The contribution of stress-tolerance to genetic
     yield gains was 46% at 60,000 plants/ha based on
     the difference of regression coefficient between
     Beijing and Urumchi

                                               Ci et al. Crop Science, 2010
            Chinese Academy of Agricultural Sciences
Compare
                        Beijing                      Xinjiang
15 000 plants ha-1 :    y = 0.041x – 75          y = 0.046x – 84

45 000 plants ha-1 :   y = 0.119x – 226          y = 0.049x – 87

75 000 plants ha-1 :   y = 0.151x - 288           y = 0.040x - 66




      The contribution of stress tolerance to genetic
      yield gains was 74% at 75,000 plants/ha



                                              Ci et al. Crop Science, 2010
            Chinese Academy of Agricultural Sciences
Summary
• With increasing plant densities, the contribution of
  stress tolerance to total yield gain increased. Yield
  improvement has occurred at a slow pace at densities
  of 60,000 and 75,000 plants/ha in China.


• Further increasing maize yield will be achieved
  through higher plant populations, and this will require
  breeding for greater stress tolerance.




             Chinese Academy of Agricultural Sciences
Ⅱ Agronomic trait changes
  accompanied with yield

         ⅰ Plant traits
          ⅱ Ear traits


    Chinese Academy of Agricultural Sciences
260                                                                      120

                    255
                                                                                             115
                    250
                                                                                             110
Plant height (cm)




                                                                           Ear height (cm)
                    245

                    240                                                                      105
                                                                                                                        y = 0.85x + 105
                    235                                                                                                    R2 = 0.07
                                           y = 3.0x + 232                                    100
                    230                       R2 = 0.48
                                                                                              95
                    225
                                                            Plant height                                                                    Ear height
                    220                                                                       90
                          1950   1960   1970   1980         1990   2000                            1950   1960   1970       1980     1990       2000

                                                                   Year of release


      (11 environments, 2007-2009)                                                                        Ci et al. Euphytica, accepted
                                           Chinese Academy of Agricultural Science
74                                                      77

       73                                                      76

       72                                                      75

                                                               74
       71
                                     y = 0.74x + 68            73
Days




       70                               R2 = 0.47                                        y = 0.66x + 71
                                                               72                           R2 = 0.39
       69
                                                               71
       68
                                                               70
       67
                                                               69
       66                             Days to anthsis          68                          Days to silking
       65                             线性 (Days to              67                          线性 (Days to
            1950   1960   1970   1980 anthsis) 2000
                                        1990                        1950   1960   1970    1980   1990
                                                                                           silking)    2000
                                                      Year of release

       (11 environments , 2007-2009)                                       Ci et al. Euphytica, accepted
                           Chinese Academy of Agricultural Science
10000


                          9000
)




     2
Leaf area per plant (cm




                          8000

                                                                                   larger plant size and
                          7000
                                                                                 later maturity,especially
                                                        y = 443x + 5526
                                                                                      from the 1980s
                          6000                              R2 = 0.78


                          5000
                                                           Leaf area per plant
                          4000
                                  1950   1960    1970      1980    1990   2000
                                         Year of release

        (11 environments , 2007-2009)                                            Ci et al. Euphytica, accepted
                                                Chinese Academy of Agricultural Science
50

                             49

                             48
                Leaf angle




                             47
                                          y = -0.76x + 50
                                             R2 = 0.58
                             46

                             45


                             44
                                                                      Leaf angle
                             43
                                  1950   1960     1970      1980   1990      2000

                                            Year of release
(11 environments , 2007-2009)                                             Ci et al. Euphytica, accepted
                              Chinese Academy of Agricultural Science
5.0
                                15 000 y = -0.02x + 2.1 r=-0.31
                    4.5         45 000 y = -0.07x + 2.8 r=-0.64
                                                                ★
                                75 000 y = -0.19x + 3.7 r =-0.85
                    4.0

                    3.5

                    3.0
                    2.5

                    2.0
                    1.5
                                                          ASI
                    1.0
                          1950 1960 1970 1980 1990 2000
                                   Year of release

(11 environments , 2007-2009)                          Ci et al. Euphytica, accepted
                  Chinese Academy of Agricultural Science
41                                                    25



40                                                    20



39                   y = 0.29x + 39                   15
                                                                            y = -0.8x + 20
                        R2 = 0.35                                             R2 = 0.33

38                                                    10



37                                                    5

                                      Tassel length                             Tassel branch number

36                                                    0
       1950   1960    1970     1980   1990   2000          1950   1960   1970    1980        1990   2000
                                                Year of release

     (11 environments , 2007-2009)                                  Ci et al. Euphytica, accepted
                          Chinese Academy of Agricultural Science
18.0                                            12.0
                        15 000    y = -0.50x + 4.8 r=-0.94★ ★            15 000 y = -1.12x + 6.4 r=-0.84
                                                                                                         ★

              16.0                                                                                      ★★
                        45 000    y = -1.09x + 8.4 r=-0.72               45 000 y = -1.47x + 8.7 r=-0.92
                                                              10.0                                       ★
              14.0      75 000    y = -1.72x + 14.0 r=-0.88★             75 000 y = -0.96x + 7.2 r=-0.82

              12.0                                            8.0
lodging (%)




              10.0                         root lodging       6.0
               8.0
               6.0                                            4.0                          stalk lodging

               4.0
                                                              2.0
               2.0
               0.0                                            0.0
                     1950 1960 1970 1980 1990 2000                   1950 1960 1970 1980 1990 2000

                                                       Year of release

        (11 environments , 2007-2009)                                     Ci et al. Euphytica, accepted
                                 Chinese Academy of Agricultural Science
Summary


• Earlier maturity, shorter plant stature and
  more tolerance to root and stalk lodging
  under high density will be required for
  further yield improvement
ⅰ Plant traits
     ⅱ Ear traits




Chinese Academy of Agricultural Science
25                                                4.6


                                                       4.4
     20

                                                       4.2
                               y = 0.75x + 16
     15
                                 R2 = 0.876
cm




                                                                            y = 0.11x + 3.8
                                                       4.0
                                                                               R2 = 0.83
     10
                                                       3.8

     5
                                                       3.6
                                       Ear length                                        Ear diameter
     0                                                 3.4
          1950   1960   1970    1980    1990    2000         1950   1960   1970   1980    1990   2000

                                                 Year of release

 (11 environments , 2007-2009)

                          Chinese Academy of Agricultural Science
15.5                                              45

                                                  40
  15            y = 0.25x + 14                    35
                   R2 = 0.90
                                                  30                             y = 1.3x + 32
14.5                                                                               R2 = 0.61
                                                  25

                                                  20
  14
                                                  15

                                                  10
13.5
                             Row number per ear    5
                                                                              Kernel number per row
  13                                               0
       1950   1960   1970    1980   1990   2000        1950     1960   1970     1980    1990     2000

                                              Year of release

(11 environments , 2007-2009)

                        Chinese Academy of Agricultural Science
40

                    35
                                                                                In America
                                                                       Kernel number per ear have no
Kernel weight (g)




                    30
                                                                       increase. increased grain yield
                                               y = 1.9x + 24
                    25
                                                 R2 = 0.88
                                                                       was contributed to increased
                    20                                                 kernel weight (Duvick 2005).
                    15

                    10                                                             In China
                                                                       kernel weight and kernel number
                    5
                                               hundred kernel weight
                                                                       per plant (larger ear size).
                    0
                         1950   1960    1970     1980    1990   2000

                                       Year of release

          (11 environments , 2007-2009)
                                         Chinese Academy of Agricultural Science
84

                                           83.5

                                            83

                                           82.5

                                            82                          y = 0.19x + 82
                                                                           R2 = 0.12
                                           81.5

                                            81

                                           80.5

                                            80                         shelling percentage
                   Percentage barrenness
                                           79.5
                                                                       线性 (shelling
                                                  1950   1960   1970   1980    1990      2000
                                                                       percentage)
                                   Year of release

(11 environments , 2007-2009)

                  Chinese Academy of Agricultural Science
Grain yield per plant

                            250



                            200
Grain yield per plant (g)




                                                                                 grain yield per plant had
                            150                          y = 23x + 82
                                                           R2 = 0.94               improved greatly, but
                                                                                     tolerance to high
                            100                                                   densities had not. This
                                                                                 is opposite to that in the
                                                                                 United States (Tollenaar and
                            50                                                       Lee, 2002; Duvick, 2005)
                                                               Yield per plant

                             0
                                  1950   1960    1970   1980     1990    2000

                                           Year of release
                                                                                     (11 environments , 2007-2009)

                                                Chinese Academy of Agricultural Science
Summary
• Yield gain in China mainly was due to
  yield improvement per plant. Plant and
  ear traits mentioned also reflected this
  case.

• Chinese maize yield improvement can
  benefit from agronomic strategies at
  higher densities.
Ⅲ N utilization and its
  association with released
  decade and stay-green




    Chinese Academy of Agricultural Sciences
1. N requirement for 100 kg grain production


                                              (2010, Beijing)




        Golden Queen                ZD2


                                                YD13

                                                        ZD958




                                       (Yuan & Mi et al., unpublished data)
        Chinese Academy of Agricultural Sciences
2. N concentration of grain in Chinese maize hybrids

                                                                                 (2010, Beijing)
                                                                                2010 Beijing
                                   Golden Queen
   Grain N concentration (g/kg)




                                                                       ZD2


                                                                                  YD13

                                         R2=0.4049                                       ZD958




                                                     Year of release
                                                                       (Yuan & Mi et al., unpublished data)
                                  Chinese Academy of Agricultural Sciences
3. Stay-green degree

                                                            (2010, Beijing)
                          Yellow-type

                          Middle-type
Stay-green degree (%)




                          Stay-green




                        R2=0.464




                                        Year of release

                                                          (Yuan & Mi et al., unpublished data)
                          Chinese Academy of Agricultural Sciences
4. Contribution of leaf N to grain N In Chinese
           maize hybrids released during the past 60ys

                                                  The control



                                    (2010, Beijing)
Contribution of leaf N to grain N




                                                           Yellow    Middle      Stay-green




                                                                               R2=0.5954
                                         R2=0.1522
(%)




                                                       R2=0.0587



                                                          Stay-green (%)
                                                                              (Yuan & Mi et al., unpublished data)
                                          Chinese Academy of Agricultural Sciences
Summary


Newer hybrids improved in N efficiency,
But contribution of leaf N to grain N reduced
in newer hybrids because of increased stay-
green.
Chinese Academy of Agricultural Sciences

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S3.2. Yield gains and agronomic traits of maize varieties released in China during the past six decades

  • 1. Yield gains and agronomic traits of maize varieties released in China during the past six decades Shihuang Zhang, Xiaoke Ci, Mingshu Li, Jiashun Xu, Degui Zhang, Xiaoling Liang (CAAS, Beijing, China) xkc-99@yahoo.com.cn Maize Center, ISC, CAAS Chinese Academy of Agricultural Sciences
  • 2. Maize yield 12.0 America Argentina China Vietnam Myanmar 10.0 8.0 6.0 4.0 y=107x+974 y=38x+4586 2.0 0.0 61 63 65 67 69 71 73 75 77 79 81 83 85 87 89 91 93 95 97 99 01 03 05 07 09 19 19 19 19 19 19 19 19 19 19 19 19 19 19 19 19 19 19 19 19 20 20 20 20 20 Years Data from FAO Chinese Academy of Agricultural Sciences
  • 3. • Problems in maize breeding • Strategies for more effective breeding The research since 2005 Chinese Academy of Agricultural Sciences
  • 4. materials 1950s:Golden queen, Xiaolihong, Yinglizi, Baimaya 1960s:Sishuang 1,HD409, Weier156,US13 1970s:Xindan 1, Zhongdan 2, Zhengdan2, Qundan105, Jidan101 1980s:Yedan 4, Huang417, Shendan 7,Danyu13,Yedan 2, Nongda60, Tiedan 4 1990s:Benyu 9, Yedan13, Sidan19, Zhengdan14,Yedan19, Jidan159, Nongda3138, Nongda108, Ludan50, Jidan180 2000s:Zhengdan958,Xianyu335,Shendan16,Ludan981, Denghai 9 Chinese Academy of Agricultural Sciences
  • 5. design • The trial design was a randomized complete block in a split plot arrangement with density as main plot and hybrid as subplot. • Subplots consisted of two rows 0.6 m apart and 4 m long. Chinese Academy of Agricultural Sciences
  • 6. Year Densities 30 000 plants/ha 2005-2006 45 000 plants/ha 60 000 plants/ha 15 000 plants/ha 2007-2009 45 000 plants/ha 75 000 plants/ha Chinese Academy of Agricultural Sciences
  • 7. Locations Urumchi Shenyang Beijing Xinxiang Sanya Chinese Academy of Agricultural Sciences
  • 8. Objectives Ⅰ yield gains and its association with plant densities Ⅱ agronomic trait changes accompanied with yield Ⅲ N utilization and its association with released decade and stay-green provide a basis for designing more effective future breeding strategies Chinese Academy of Agricultural Sciences
  • 9. I. Yield gain and its association with plant densities i Genetic yield gain ii Tolerance to stress Chinese Academy of Agricultural Sciences
  • 10. 1. Genetic contribution to total yield gains from 1970-2000 12.00 Total yield gain Yield of the 2000s hybrids at 75 000 plants/ha Gengtic yield gain 10.00 C 8.00 Yield of the 1950s OPVs at 75 000 plants/ha CD – breeding contribution B 6.00 53% 4.00 A 2.00 Yield of the 1950s OPVs at 15 000 plants/ha 0.00 1940 1950 1960 1970 1980 1990 2000 2010 Year The method from Tollenaar (2002) Ci et al. Euphytica, accepted Open pollination varieties (OPVs) Chinese Academy of Agricultural Sciences
  • 11. ⅰ Genetic yield gain ⅱ Tolerance to stress
  • 12. 1. Tolerance to stress Yield at different densities 12.0 15 000 45 000 10.0 75 000 y = 0.11 x - 205.03 R2 = 0.97 8.0 y = 0.09 x - 177.52 R2 = 0.95 6.0 4.0 y = 0.06 x - 111.74 R2 = 0.91 2.0 0.0 1940 1950 1960 1970 1980 1990 2000 2010 Year Ci et al. Euphytica, accepted Chinese Academy of Agricultural Sciences
  • 13. • Yield gain increased significantly with increasing plant densities. New hybrids have more tolerance to stress from the 1950S to 2000S. (Here, Tolerance to stress includes high densities, diseases, insects and so on) Chinese Academy of Agricultural Sciences
  • 14. 2. Tolerance to high densities Yield in Urumchi 16.0 16.00 30 000 15 000 y = 0.084x - 156 45 000 45 000 14.00 14.0 R2 = 0.71 75 000 y = 0.040x - 66 60 000 R2 = 0.344 12.00 12.0 y = 0.124 x - 236 R2 = 0.91 10.00 y = 0.049x - 87 10.0 R2 = 0.5924 8.00 8.0 y = 0.103x - 196 6.00 y = 0.046x - 84 R2 = 0.91 R2 = 0.7079 6.0 4.00 4.0 2.00 1960 1970 1980 1990 2000 2010 1960 1970 1980 1990 2000 2010 Year Ci et al. Crop Science, 2010 Chinese Academy of Agricultural Sciences
  • 15. 30 000: y = 0.103x - 196 r = 0.96 15 000: y = 0.046x - 84 r = 0.84 45 000: y = 0.124x - 236 r = 0.95 45 000: y = 0.049x - 87 r = 0.77 60 000: y = 0.084x - 156 r = 0.84 75 000: y = 0.040x - 66 r = 0.58 No significant difference between regression coefficient at different densities. Hybrids improved slightly in tolerance to high densities. Hybrids did not attain greater tolerance to higher densities of 60,000 to 75,000 plants/ha as yet in China. Ci et al. Crop Science, 2010 Chinese Academy of Agricultural Sciencesc
  • 16. 3. The Contribution of Stress Tolerance Locations Environment Genetic yield gain Beijing a typical environment  increased efficiency in with serious biotic and grain production abiotic stress  improved tolerance to stress  increased efficiency in abundant sunshine and grain production Urumchi few diseases and insects  improved tolerance to High densities Chinese Academy of Agricultural Sciences
  • 17. compare Beijing Xinjiang 30 000 plants ha-1 : y = 0.064x - 121 y = 0.103x – 196 45 000 plants ha-1 : y = 0.116x - 222 y = 0.124x - 236 60 000 plants ha-1 : y = 0.155x - 301 y = 0.084x - 156 The contribution of stress-tolerance to genetic yield gains was 46% at 60,000 plants/ha based on the difference of regression coefficient between Beijing and Urumchi Ci et al. Crop Science, 2010 Chinese Academy of Agricultural Sciences
  • 18. Compare Beijing Xinjiang 15 000 plants ha-1 : y = 0.041x – 75 y = 0.046x – 84 45 000 plants ha-1 : y = 0.119x – 226 y = 0.049x – 87 75 000 plants ha-1 : y = 0.151x - 288 y = 0.040x - 66 The contribution of stress tolerance to genetic yield gains was 74% at 75,000 plants/ha Ci et al. Crop Science, 2010 Chinese Academy of Agricultural Sciences
  • 19. Summary • With increasing plant densities, the contribution of stress tolerance to total yield gain increased. Yield improvement has occurred at a slow pace at densities of 60,000 and 75,000 plants/ha in China. • Further increasing maize yield will be achieved through higher plant populations, and this will require breeding for greater stress tolerance. Chinese Academy of Agricultural Sciences
  • 20. Ⅱ Agronomic trait changes accompanied with yield ⅰ Plant traits ⅱ Ear traits Chinese Academy of Agricultural Sciences
  • 21. 260 120 255 115 250 110 Plant height (cm) Ear height (cm) 245 240 105 y = 0.85x + 105 235 R2 = 0.07 y = 3.0x + 232 100 230 R2 = 0.48 95 225 Plant height Ear height 220 90 1950 1960 1970 1980 1990 2000 1950 1960 1970 1980 1990 2000 Year of release (11 environments, 2007-2009) Ci et al. Euphytica, accepted Chinese Academy of Agricultural Science
  • 22. 74 77 73 76 72 75 74 71 y = 0.74x + 68 73 Days 70 R2 = 0.47 y = 0.66x + 71 72 R2 = 0.39 69 71 68 70 67 69 66 Days to anthsis 68 Days to silking 65 线性 (Days to 67 线性 (Days to 1950 1960 1970 1980 anthsis) 2000 1990 1950 1960 1970 1980 1990 silking) 2000 Year of release (11 environments , 2007-2009) Ci et al. Euphytica, accepted Chinese Academy of Agricultural Science
  • 23. 10000 9000 ) 2 Leaf area per plant (cm 8000 larger plant size and 7000 later maturity,especially y = 443x + 5526 from the 1980s 6000 R2 = 0.78 5000 Leaf area per plant 4000 1950 1960 1970 1980 1990 2000 Year of release (11 environments , 2007-2009) Ci et al. Euphytica, accepted Chinese Academy of Agricultural Science
  • 24. 50 49 48 Leaf angle 47 y = -0.76x + 50 R2 = 0.58 46 45 44 Leaf angle 43 1950 1960 1970 1980 1990 2000 Year of release (11 environments , 2007-2009) Ci et al. Euphytica, accepted Chinese Academy of Agricultural Science
  • 25. 5.0 15 000 y = -0.02x + 2.1 r=-0.31 4.5 45 000 y = -0.07x + 2.8 r=-0.64 ★ 75 000 y = -0.19x + 3.7 r =-0.85 4.0 3.5 3.0 2.5 2.0 1.5 ASI 1.0 1950 1960 1970 1980 1990 2000 Year of release (11 environments , 2007-2009) Ci et al. Euphytica, accepted Chinese Academy of Agricultural Science
  • 26. 41 25 40 20 39 y = 0.29x + 39 15 y = -0.8x + 20 R2 = 0.35 R2 = 0.33 38 10 37 5 Tassel length Tassel branch number 36 0 1950 1960 1970 1980 1990 2000 1950 1960 1970 1980 1990 2000 Year of release (11 environments , 2007-2009) Ci et al. Euphytica, accepted Chinese Academy of Agricultural Science
  • 27. 18.0 12.0 15 000 y = -0.50x + 4.8 r=-0.94★ ★ 15 000 y = -1.12x + 6.4 r=-0.84 ★ 16.0 ★★ 45 000 y = -1.09x + 8.4 r=-0.72 45 000 y = -1.47x + 8.7 r=-0.92 10.0 ★ 14.0 75 000 y = -1.72x + 14.0 r=-0.88★ 75 000 y = -0.96x + 7.2 r=-0.82 12.0 8.0 lodging (%) 10.0 root lodging 6.0 8.0 6.0 4.0 stalk lodging 4.0 2.0 2.0 0.0 0.0 1950 1960 1970 1980 1990 2000 1950 1960 1970 1980 1990 2000 Year of release (11 environments , 2007-2009) Ci et al. Euphytica, accepted Chinese Academy of Agricultural Science
  • 28. Summary • Earlier maturity, shorter plant stature and more tolerance to root and stalk lodging under high density will be required for further yield improvement
  • 29. ⅰ Plant traits ⅱ Ear traits Chinese Academy of Agricultural Science
  • 30. 25 4.6 4.4 20 4.2 y = 0.75x + 16 15 R2 = 0.876 cm y = 0.11x + 3.8 4.0 R2 = 0.83 10 3.8 5 3.6 Ear length Ear diameter 0 3.4 1950 1960 1970 1980 1990 2000 1950 1960 1970 1980 1990 2000 Year of release (11 environments , 2007-2009) Chinese Academy of Agricultural Science
  • 31. 15.5 45 40 15 y = 0.25x + 14 35 R2 = 0.90 30 y = 1.3x + 32 14.5 R2 = 0.61 25 20 14 15 10 13.5 Row number per ear 5 Kernel number per row 13 0 1950 1960 1970 1980 1990 2000 1950 1960 1970 1980 1990 2000 Year of release (11 environments , 2007-2009) Chinese Academy of Agricultural Science
  • 32. 40 35 In America Kernel number per ear have no Kernel weight (g) 30 increase. increased grain yield y = 1.9x + 24 25 R2 = 0.88 was contributed to increased 20 kernel weight (Duvick 2005). 15 10 In China kernel weight and kernel number 5 hundred kernel weight per plant (larger ear size). 0 1950 1960 1970 1980 1990 2000 Year of release (11 environments , 2007-2009) Chinese Academy of Agricultural Science
  • 33. 84 83.5 83 82.5 82 y = 0.19x + 82 R2 = 0.12 81.5 81 80.5 80 shelling percentage Percentage barrenness 79.5 线性 (shelling 1950 1960 1970 1980 1990 2000 percentage) Year of release (11 environments , 2007-2009) Chinese Academy of Agricultural Science
  • 34. Grain yield per plant 250 200 Grain yield per plant (g) grain yield per plant had 150 y = 23x + 82 R2 = 0.94 improved greatly, but tolerance to high 100 densities had not. This is opposite to that in the United States (Tollenaar and 50 Lee, 2002; Duvick, 2005) Yield per plant 0 1950 1960 1970 1980 1990 2000 Year of release (11 environments , 2007-2009) Chinese Academy of Agricultural Science
  • 35. Summary • Yield gain in China mainly was due to yield improvement per plant. Plant and ear traits mentioned also reflected this case. • Chinese maize yield improvement can benefit from agronomic strategies at higher densities.
  • 36. Ⅲ N utilization and its association with released decade and stay-green Chinese Academy of Agricultural Sciences
  • 37. 1. N requirement for 100 kg grain production (2010, Beijing) Golden Queen ZD2 YD13 ZD958 (Yuan & Mi et al., unpublished data) Chinese Academy of Agricultural Sciences
  • 38. 2. N concentration of grain in Chinese maize hybrids (2010, Beijing) 2010 Beijing Golden Queen Grain N concentration (g/kg) ZD2 YD13 R2=0.4049 ZD958 Year of release (Yuan & Mi et al., unpublished data) Chinese Academy of Agricultural Sciences
  • 39. 3. Stay-green degree (2010, Beijing) Yellow-type Middle-type Stay-green degree (%) Stay-green R2=0.464 Year of release (Yuan & Mi et al., unpublished data) Chinese Academy of Agricultural Sciences
  • 40. 4. Contribution of leaf N to grain N In Chinese maize hybrids released during the past 60ys The control (2010, Beijing) Contribution of leaf N to grain N Yellow Middle Stay-green R2=0.5954 R2=0.1522 (%) R2=0.0587 Stay-green (%) (Yuan & Mi et al., unpublished data) Chinese Academy of Agricultural Sciences
  • 41. Summary Newer hybrids improved in N efficiency, But contribution of leaf N to grain N reduced in newer hybrids because of increased stay- green.
  • 42. Chinese Academy of Agricultural Sciences