Compositions and Methods of Plant Breeding Using High Density Marker Information

Abstract

The present invention relates to breeding methods to enhance the germplasm of a plant. The methods describe the identification and accumulation of preferred haplotype genomic regions in the germplasm of breeding populations of maize ( Zea mays ) and soybean ( Glycine max ). The invention also relates to maize and soybean plants comprising preferred haplotypes.

1 . A method of plant breeding comprising
 delineating at least one haplotype window comprising at least two haplotypes within the genome of a plant;   associating each of the at least two haplotypes with at least one numerical value related to one or more phenotypic traits; and   making a plant breeding decision based on the at least one numerical value.   
     
     
         2 . The method of  claim 1 , wherein the plant is a crop plant selected from the group consisting of a forage crop, oilseed crop, grain crop, fruit crop, ornamental plants, vegetable crop, fiber crop, spice crop, nut crop, turf crop, sugar crop, beverage crop, tuber crop, root crop, and forest crop. 
     
     
         3 . The method of  claim 1 , wherein the phenotypic trait is selected from the group consisting of herbicide tolerance, disease resistance, insect or pest resistance, altered fatty acid, protein or carbohydrate metabolism, increased grain yield, increased oil, enhanced nutritional content, increased growth rates, enhanced stress tolerance, preferred maturity, enhanced organoleptic properties, altered morphological characteristics, sterility, other agronomic traits, traits for industrial uses, or traits for improved consumer appeal. 
     
     
         4 . The method of  claim 1 , wherein the at least one numerical value is a haplotype effect estimate. 
     
     
         5 . The method of  claim 1 , wherein the at least one numerical value is a haplotype frequency. 
     
     
         6 . The method of  claim 1 , wherein the at least one numerical value is a breeding value. 
     
     
         7 . The method of  claim 1 , wherein the plant breeding decision comprises selecting among breeding populations based on the at least one numerical value 
     
     
         8 . The method of  claim 1 , wherein the plant breeding decision comprises selecting progeny in one or more breeding populations based on the at least one numerical value. 
     
     
         9 . The method of  claim 1 , wherein the plant breeding decision comprises predicting progeny performance of parental lines and selecting parental lines based on the predicted progeny performance. 
     
     
         10 . The method of  claim 1 , wherein the plant breeding decision comprises advancing lines in germplasm improvement activities based on the at least one numerical value. 
     
     
         11 . The method of  claim 10 , wherein the germplasm improvement activities are selected from the group consisting of line and variety development, hybrid development, transgenic event selection, making breeding crosses, testing and advancing a plant through self fertilization, purification of lines or sublines, using plant or parts thereof for transformation, using plants or parts thereof for candidates for expression constructs, and using plant or parts thereof for mutagenesis. 
     
     
         12 . The method of  claim 1 , wherein the plant breeding decision comprises selecting for at least one phenotypic trait based on the at least one numerical value associated with another phenotypic trait. 
     
     
         13 . A method of plant breeding comprising
 providing at least two plants having a plurality of haplotype windows, each of the plurality of haplotype windows comprising at least two haplotypes;   determining a haplotype effect estimate for at least one phenotypic trait for each of the at least two haplotypes through marker-phenotypic trait associations; and   making plant breeding decisions based on the determined haplotype effect estimate for the at least one phenotypic trait.   
     
     
         14 . The method of  claim 13 , wherein the plant is a crop plant selected from the group consisting of a forage crop, oilseed crop, grain crop, fruit crop, ornamental plants, vegetable crop, fiber crop, spice crop, nut crop, turf crop, sugar crop, beverage crop, tuber crop, root crop, and forest crop. 
     
     
         15 . The method of  claim 13 , wherein the phenotypic trait is selected from the group consisting of herbicide tolerance, disease resistance, insect or pest resistance, altered fatty acid, protein or carbohydrate metabolism, increased grain yield, increased oil, enhanced nutritional content, increased growth rates, enhanced stress tolerance, preferred maturity, enhanced organoleptic properties, altered morphological characteristics, sterility, other agronomic traits, traits for industrial uses, or traits for improved consumer appeal. 
     
     
         16 . The method of  claim 13 , wherein the plant breeding decision comprises selecting among breeding populations based on one or more determined haplotype effect estimates. 
     
     
         17 . The method of  claim 13 , wherein the plant breeding decision comprises selecting among progeny in one or more breeding populations based on one or more determined haplotype effect estimates. 
     
     
         18 . The method of  claim 13 , wherein the plant breeding decision comprises selecting predicting progeny performance of parental lines based on one or more determined haplotype effect estimates and selecting among parental lines based on the predicted progeny performance. 
     
     
         19 . The method of  claim 13 , wherein the plant breeding decision comprises advancing lines in germplasm improvement activities based on one or more determined haplotype effect estimates. 
     
     
         20 . The method of  claim 19 , wherein the germplasm improvement activities are selected from the group consisting of line and variety development, hybrid development, transgenic event selection, making breeding crosses, testing and advancing a plant through self fertilization, using plant or parts thereof for transformation, using plants or parts thereof for candidates for expression constructs, and using plant or parts thereof for mutagenesis. 
     
     
         21 . The method of  claim 13 , wherein the plant breeding decision comprises selecting for a phenotypic trait based on one or more determined haplotype effect estimates associated with at least one other phenotypic trait. 
     
     
         22 . A method of plant breeding comprising
 establishing a fingerprint map defining a plurality of haplotype windows within the genome of at least two plants;   associating a QTL allele with known map location with a phenotypic trait; and   assaying at least one other plant for presence of the QTL allele using at least one marker for at least one of the plurality of haplotype windows to predict expression of the phenotypic trait.   
     
     
         23 . The method of  claim 22 , wherein the plant is a crop plant selected from the group consisting of a forage crop, oilseed crop, grain crop, fruit crop, ornamental plants, vegetable crop, fiber crop, spice crop, nut crop, turf crop, sugar crop, beverage crop, tuber crop, root crop, and forest crop. 
     
     
         24 . The method of  claim 22 , wherein the phenotypic trait is selected from the group consisting of herbicide tolerance, disease resistance, insect or pest resistance, altered fatty acid, protein or carbohydrate metabolism, increased grain yield, increased oil, enhanced nutritional content, increased growth rates, enhanced stress tolerance, preferred maturity, enhanced organoleptic properties, altered morphological characteristics, sterility, other agronomic traits, traits for industrial uses, or traits for improved consumer appeal. 
     
     
         25 . The method of  claim 22 , wherein the marker is selected from the group consisting of a genetic marker, a haplotype, a nucleic acid sequence, a transcriptional profile, a metabolic profile, a nutrient composition profile, a protein expression profile, and a phenotypic character. 
     
     
         26 . The method of  claim 22 , wherein the method further comprises selecting among breeding populations based on the predicted expression of the phenotypic trait. 
     
     
         27 . The method of  claim 22 , wherein the method further comprises selecting among progeny in one or more breeding populations based on the predicted expression. 
     
     
         28 . The method of  claim 22 , wherein the method further comprises predicting progeny performance of parental lines based on the predicted expression and selecting among parental lines based on the predicted progeny performance. 
     
     
         29 . The method of  claim 22 , wherein the method further comprises advancing lines in germplasm improvement activities based on the predicted expression of the phenotypic trait. 
     
     
         30 . The method of  claim 29 , wherein the germplasm improvement activities are selected from the group consisting of line and variety development, hybrid development, transgenic event selection, making breeding crosses, testing and advancing a plant through self fertilization, using plant or parts thereof for transformation, using plants or parts thereof for candidates for expression constructs, and using plant or parts thereof for mutagenesis. 
     
     
         31 . The method of  claim 22 , wherein the method plant breeding decision comprises selecting for a phenotypic trait based on one or more determined haplotype effect estimates associated with at least one other phenotypic trait. 
     
     
         32 . A method of marker assisted breeding comprising
 providing a breeding population comprising at least two plants;   associating at least one phenotypic trait with at least two haplotypes within at least one haplotype window in the genome of the breeding population, wherein the haplotype window is defined by at least one marker; and   assaying for the presence of the at least one marker to predict expression of at least one phenotypic trait in a progeny plant of the breeding population.   
     
     
         33 . The method of  claim 32 , wherein the plant is a crop plant selected from the group consisting of a forage crop, oilseed crop, grain crop, fruit crop, ornamental plants, vegetable crop, fiber crop, spice crop, nut crop, turf crop, sugar crop, beverage crop, tuber crop, root crop, and forest crop. 
     
     
         34 . The method of  claim 32 , wherein the phenotypic trait is selected from the group consisting of herbicide tolerance, disease resistance, insect or pest resistance, altered fatty acid, protein or carbohydrate metabolism, increased grain yield, increased oil, enhanced nutritional content, increased growth rates, enhanced stress tolerance, preferred maturity, enhanced organoleptic properties, altered morphological characteristics, sterility, other agronomic traits, traits for industrial uses, or traits for improved consumer appeal. 
     
     
         35 . The method of  claim 32 , wherein the marker is selected from the group consisting of a genetic marker, a haplotype, a nucleic acid sequence, a transcriptional profile, a metabolic profile, a nutrient composition profile, a protein expression profile, and a phenotypic character. 
     
     
         36 . The method of  claim 32 , wherein the method further comprises selecting among breeding populations based on the predicted expression. 
     
     
         37 . The method of  claim 32 , wherein the method further comprises selecting among progeny in breeding populations based on the predicted expression. 
     
     
         38 . The method of  claim 32 , wherein the method further comprises predicting progeny performance based on the predicted expression and selecting among parental lines based on the predicted progeny performance. 
     
     
         39 . The method of  claim 32 , wherein the method further comprises advancing lines in germplasm improvement activities based on the predicted expression. 
     
     
         40 . The method of  claim 39 , wherein the germplasm improvement activities are selected from the group consisting of line and variety development, hybrid development, transgenic event selection, making breeding crosses, testing and advancing a plant through self fertilization, using plant or parts thereof for transformation, using plants or parts thereof for candidates for expression constructs, and using plant or parts thereof for mutagenesis. 
     
     
         41 . The method of  claim 40 , wherein the method plant breeding decision comprises selecting for a phenotypic trait based on one or more determined haplotype effect estimates associated with at least one other phenotypic trait. 
     
     
         42 . A method of selecting a breeding population for use in a breeding program comprising
 providing at least two distinct breeding populations;   using a plurality of breeding values for at least one phenotypic trait for at least two haplotypes within at least one haplotype window for the breeding populations;   selecting at least one breeding population based on at least one breeding value.   
     
     
         43 . The method of  claim 42 , wherein the breeding populations comprise crop plants selected from the group consisting of a forage crop, oilseed crop, grain crop, fruit crop, ornamental plants, vegetable crop, fiber crop, spice crop, nut crop, turf crop, sugar crop, beverage crop, tuber crop, root crop, and forest crop. 
     
     
         44 . The method of  claim 42 , wherein the breeding value is calculated for at least one phenotypic trait selected from the group consisting of herbicide tolerance, disease resistance, insect or pest resistance, altered fatty acid, protein or carbohydrate metabolism, increased grain yield, increased oil, enhanced nutritional content, increased growth rates, enhanced stress tolerance, preferred maturity, enhanced organoleptic properties, altered morphological characteristics, sterility, other agronomic traits, traits for industrial uses, or traits for improved consumer appeal. 
     
     
         45 . The method of  claim 42 , wherein the breeding population is used in germplasm improvement activities 
     
     
         46 . The method of  claim 45 , wherein the germplasm improvement activities are selected from the group consisting of line and variety development, hybrid development, transgenic event selection, making breeding crosses, testing and advancing a plant through self fertilization, using plant or parts thereof for transformation, using plants or parts thereof for candidates for expression constructs, and using plant or parts thereof for mutagenesis. 
     
     
         47 . A method of identifying a specific haplotype within a haplotype window of a breeding population, comprising
 a) providing a plurality of marker loci across a haplotype window in a sequential order;   b) detecting the allelic state of each of the plurality of marker loci in an individual of the breeding population; and   c) identifying the specific haplotype by the allelic state of each of the plurality of marker loci in the same sequential order.   
     
     
         48 . The method of  claim 47 , wherein the populations comprise a plant that is a crop plant selected from the group consisting of a forage crop, oilseed crop, grain crop, fruit crop, ornamental plants, vegetable crop, fiber crop, spice crop, nut crop, turf crop, sugar crop, beverage crop, tuber crop, root crop, and forest crop. 
     
     
         49 . A corn plant, comprising at least 3 haplotypes selected from the group consisting of haplotypes 1241745, 1245282, 1243877, 1243070, 1245725, 1243531, 1243137, 1244818, 1242935, 1242692, 1243209, 1239247, 1242639, 1245002, 1242764, 1245051, 1242555, 1241471, 1243921, 1245245, 4239097, 1244707, 1240716, 1243724, 1240194, 1238977, 1239277, 1241428, 1241344, 1241584, 1243419, 1240798, 1239269, 1241694, 1244582, 1244051, 1242655, 1244350, 1240495, 1242169, 1241828, 1243958, 1241430, 1239542, 1240734, 1244381, 1239572, 1243540, 1239335, and 1240910. 
     
     
         50 . A corn plant of  claim 49 , comprising at least 3 haplotypes selected from the group consisting of haplotypes 1241745, 1245282, 1243877, 1243070, and 1245725. 
     
     
         51 . A corn plant of  claim 49 , comprising at least 5 haplotypes selected from the group consisting of haplotypes 1241745, 1245282, 1243877, 1243070, 1245725, 1243531, 1243137, 1244818, 1242935, 1242692, 1243209, 1239247, 1242639, 1245002, 1242764, 1245051, 1242555, 1241471, 1243921, 1245245, 1239097, 1244707, 1240716, 1243724, 1240194, 1238977, 1239277, 1241428, 1241344, 1241584, 1243419, 1240798, 1239269, 1241694, 1244582, 1244051, 1242655, 1244350, 1240495, 1242169, 1241828, 1243958, 1241430, 1239542, 1240734, 1244381, 1239572, 1243540, 1239335, and 1240910. 
     
     
         52 . A corn plant of  claim 51 , comprising at least 5 haplotypes selected from the group consisting of haplotypes 1241745, 1245282, 1243877, 1243070, 1245725, 1243531, 1243137, 1244818, 1242935, and 1242692. 
     
     
         53 . A corn plant of  claim 49 , comprising at least 8 haplotypes selected from the group consisting of haplotypes 1241745, 1245282, 1243877, 1243070, 1245725, 1243531, 1243137, 1244818, 1242935, 1242692, 1243209, 1239247, 1242639, 1245002, 1242764, 1245051, 1242555, 1241471, 1243921, 1245245, 1239097, 1244707, 1240716, 1243724, 1240194, 1238977, 1239277, 1241428, 1241344, 1241584, 1243419, 1240798, 1239269, 1241694, 1244582, 1244051, 1242655, 1244350, 1240495, 1242169, 1241828, 1243958, 1241430, 1239542, 1240734, 1244381, 1239572, 1243540, 1239335, and 1240910. 
     
     
         54 . A corn plant of  claim 53 , comprising at least 8 haplotypes selected from the group consisting of haplotypes 1241745, 1245282, 1243877, 1243070, 1245725, 1243531, 1243137, 1244818, 1242935, 1242692, 1243209, 1239247, 1242639, 1245002, 1242764, 1245051, 1242555, 1241471, 1243921, and 1245245. 
     
     
         55 . A corn plant of  claim 49 , comprising at least 11 haplotypes selected from the group consisting of haplotypes 1241745, 1245282, 1243877, 1243070, 1245725, 1243531, 1243137, 1244818, 1242935, 1242692, 1243209, 1239247, 1242639, 1245002, 1242764, 1245051, 1242555, 1241471, 1243921, 1245245, 1239097, 1244707, 1240716, 1243724, 1240194, 1238977, 1239277, 1241428, 1241344, 1241584, 1243419, 1240798, 1239269, 1241694, 1244582, 1244051, 1242655, 1244350, 1240495, 1242169, 1241828, 1243958, 1241430, 1239542, 1240734, 1244381, 1239572, 1243540, 1239335, and 1240910. 
     
     
         56 . A corn plant of  claim 55 , comprising at least 11 haplotypes selected from the group consisting of haplotypes 1241745, 1245282, 1243877, 1243070, 1245725, 1243531, 1243137, 1244818, 1242935, 1242692, 1243209, 1239247, 1242639, 1245002, 1242764, 1245051, 1242555, 1241471, 1243921, 1245245, 1239097, 1244707, 1240716, 1243724, 1240194, 1238977, 1239277, 1241428, 1241344, and 1241584. 
     
     
         57 . A corn plant of  claim 49 , comprising at least 16 haplotypes selected from the group consisting of haplotypes 1241745, 1245282, 1243877, 1243070, 1245725, 1243531, 1243137, 1244818, 1242935, 1242692, 1243209, 1239247, 1242639, 1245002, 1242764, 1245051, 1242555, 1241471, 1243921, 1245245, 1239097, 1244707, 1240716, 1243724, 1240194, 1238977, 1239277, 1241428, 1241344, 1241584, 1243419, 1240798, 1239269, 1241694, 1244582, 1244051, 1242655, 1244350, 1240495, 1242169, 1241828, 1243958, 1241430, 1239542, 1240734, 1244381, 1239572, 1243540, 1239335, and 1240910. 
     
     
         58 . A corn plant of  claim 57 , comprising at least 16 haplotypes selected from the group consisting of haplotypes 1241745, 1245282, 1243877, 1243070, 1245725, 1243531, 1243137, 1244818, 1242935, 1242692, 1243209, 1239247, 1242639, 1245002, 1242764, 1245051, 1242555, 1241471, 1243921, 1245245, 1239097, 1244707, 1240716, 1243724, 1240194, 1238977, 1239277, 1241428, 1241344, 1241584, 1243419, 1240798, 1239269, 1241694, 1244582, 1244051, 1242655, 1244350, 1240495, and 1242169. 
     
     
         59 . A corn plant of  claim 49 , comprising at least 17 haplotypes selected from the group consisting of haplotypes 1241745, 1245282, 1243877, 1243070, 1245725, 1243531, 1243137, 1244818, 1242935, 1242692, 1243209, 1239247, 1242639, 1245002, 1242764, 1245051, 1242555, 1241471, 1243921, 1245245, 1239097, 1244707, 1240716, 1243724, 1240194, 1238977, 1239277, 1241428, 1241344, 1241584, 1243419, 1240798, 1239269, 1241694, 1244582, 1244051, 1242655, 1244350, 1240495, 1242169, 1241828, 1243958, 1241430, 1239542, 1240734, 1244381, 1239572, 1243540, 1239335, and 1240910. 
     
     
         60 . A corn plant, comprising at least one haplotype selected from the group consisting of haplotypes 1242746, 1241485, 1245310, 1240420, 1240492, 1239759, 1239569, 1243417, 1244049, 1240800, 1245000, 1240365, 1241593, 1245744, 1243051, 1243218, 1239271, 1243882, 1243381, 1243320, 1242721, 1245179, 1245720, 1243989, 1242655, 1243920, 1242720, 1243146, 1243420, 1245823, 1240901, 1241721, 1240014, 1241038, 1242688, 1244169, 1244067, 1243858, 1244914, 1240598, 1244272, 1244583, 1243362, 1240747, 1241848, 1239321, 1240272, 1245072, 1240282, and 1240573. 
     
     
         61 . A corn plant of  claim 60 , comprising at least one haplotype selected from the group consisting of haplotypes 1242746, 1241485, 1245310, 1240420, 1240492, 1239759, 1239569, 1243417, 1244049, and 1240800. 
     
     
         62 . A corn plant of  claim 61 , comprising at least one haplotype selected from the group consisting of haplotypes 1242746, 1241485, 1245310, 1240420, and 1240492. 
     
     
         63 . A corn plant of  claim 60 , comprising at least 9 haplotypes selected from the group consisting of haplotypes 1242746, 1241485, 1245310, 1240420, 1240492, 1239759, 1239569, 1243417, 1244049, 1240800, 1245000, 1240365, 1241593, 1245744, 1243051, 1243218, 1239271, 1243882, 1243381, 1243320, 1242721, 1245179, 1245720, 1243989, 1242655, 1243920, 1242720, 1243146, 1243420, 1245823, 1240901, 1241721, 1240014, 1241038, 1242688, 1244169, 1244067, 1243858, 1244914, 1240598, 1244272, 1244583, 1243362, 1240747, 1241848, 1239321, 1240272, 1245072, 1240282, and 1240573. 
     
     
         64 . A corn plant of  claim 63 , comprising at least 9 haplotypes selected from the group consisting of haplotypes 1242746, 1241485, 1245310, 1240420, 1240492, 1239759, 1239569, 1243417, 1244049, 1240800, 1245000, 1240365, 1241593, 1245744, 1243051, 1243218, 1239271, 1243882, 1243381, and 1243320. 
     
     
         65 . A corn plant of  claim 60 , comprising at least 12 haplotypes selected from the group consisting of haplotypes 1242746, 1241485, 1245310, 1240420, 1240492, 1239759, 1239569, 1243417, 1244049, 1240800, 1245000, 1240365, 1241593, 1245744, 1243051, 1243218, 1239271, 1243882, 1243381, 1243320, 1242721, 1245179, 1245720, 1243989, 1242655, 1243920, 1242720, 1243146, 1243420, 1245823, 1240901, 1241721, 1240014, 1241038, 1242688, 1244169, 1244067, 1243858, 1244914, 1240598, 1244272, 1244583, 1243362, 1240747, 1241848, 1239321, 1240272, 1245072, 1240282, and 1240573. 
     
     
         66 . A corn plant of  claim 65 , comprising at least 12 haplotypes selected from the group consisting of haplotypes 1242746, 1241485, 1245310, 1240420, 1240492, 1239759, 1239569, 1243417, 1244049, 1240800, 1245000, 1240365, 1241593, 1245744, 1243051, 1243218, 1239271, 1243882, 1243381, 1243320, 1242721, 1245179, 1245720, 1243989, 1242655, 1243920, 1242720, 1243146, 1243420, and 1245823. 
     
     
         67 . A corn plant of  claim 60 , comprising at least 16 haplotypes selected from the group consisting of haplotypes 1242746, 1241485, 1245310, 1240420, 1240492, 1239759, 1239569, 1243417, 1244049, 1240800, 1245000, 1240365, 1241593, 1245744, 1243051, 1243218, 1239271, 1243882, 1243381, 1243320, 1242721, 1245179, 1245720, 1243989, 1242655, 1243920, 1242720, 1243146, 1243420, 1245823, 1240901, 1241721, 1240014, 1241038, 1242688, 1244169, 1244067, 1243858, 1244914, 1240598, 1244272, 1244583, 1243362, 1240747, 1241848, 1239321, 1240272, 1245072, 1240282, and 1240573. 
     
     
         68 . A corn plant of  claim 67 , comprising at least 16 haplotypes selected from the group consisting of haplotypes 1242746, 1241485, 1245310, 1240420, 1240492, 1239759, 1239569, 1243417, 1244049, 1240800, 1245000, 1240365, 1241593, 1245744, 1243051, 1243218, 1239271, 1243882, 1243381, 1243320, 1242721, 1245179, 1245720, 1243989, 1242655, 1243920, 1242720, 1243146, 1243420, 1245823, 1240901, 1241721, 1240014, 1241038, 1242688, 1244169, 1244067, 1243858, 1244914, and 1240598. 
     
     
         69 . A corn plant of  claim 60 , comprising at least 19 haplotypes selected from the group consisting of haplotypes 1242746, 1241485, 1245310, 1240420, 1240492, 1239759, 1239569, 1243417, 1244049, 1240800, 1245000, 1240365, 1241593, 1245744, 1243051, 1243218, 1239271, 1243882, 1243381, 1243320, 1242721, 1245179, 1245720, 1243989, 1242655, 1243920, 1242720, 1243146, 1243420, 1245823, 1240901, 1241721, 1240014, 1241038, 1242688, 1244169, 1244067, 1243858, 1244914, 1240598, 1244272, 1244583, 1243362, 1240747, 1241848, 1239321, 1240272, 1245072, 1240282, and 1240573. 
     
     
         70 . A corn plant, comprising at least 4 haplotypes selected from the group consisting of haplotypes 1240622, 1242654, 1241736, 1239494, 1245298, 1239848, 1240909, 1244689, 1242686, 1242272, 1240417, 1240747, 1244365, 1243882, 1243938, 1243725, 1243920, 1239423, 1244699, 1241274, 1239868, 1241848, 1241565, 1243566, 1240481, 1244846, 1242341, 1245643, 1241796, 1244356, 1241746, 1244050, 1241531, 1242570, 1244113, 1245075, 1245676, 1240726, 1242368, 1241784, 1244272, 1240038, 1239330, 1245014, 1239327, 1243554, 1240248, 1240598, 1241718, and 1240348. 
     
     
         71 . A corn plant of  claim 70 , comprising at least 4 haplotypes selected from the group consisting of haplotypes 1240622, 1242654, 1241736, 1239494, and 1245298. 
     
     
         72 . A corn plant of  claim 70 , comprising at least 6 haplotypes selected from the group consisting of haplotypes 1240622, 1242654, 1241736, 1239494, 1245298, 1239848, 1240909, 1244689, 1242686, 1242272, 1240417, 1240747, 1244365, 1243882, 1243938, 1243725, 1243920, 1239423, 1244699, 1241274, 1239868, 1241848, 1241565, 1243566, 1240481, 1244846, 1242341, 1245643, 1241796, 1244356, 1241746, 1244050, 1241531, 1242570, 1244113, 1245075, 1245676, 1240726, 1242368, 1241784, 1244272, 1240038, 1239330, 1245014, 1239327, 1243554, 1240248, 1240598, 1241718, and 1240348. 
     
     
         73 . A corn plant of  claim 72 , comprising at least 6 haplotypes selected from the group consisting of haplotypes 1240622, 1242654, 1241736, 1239494, 1245298, 1239848, 1240909, 1244689, 1242686, 1242272, 1240417, 1240747, 1244365, 1243882, 1243938, 1243725, 1243920, 1239423, 1244699, 1241274, 1239868, 1241848, 1241565, 1243566, 1240481, 1244846, 1242341, 1245643, 1241796, and 1244356. 
     
     
         74 . A corn plant of  claim 73 , comprising at least 6 haplotypes selected from the group consisting of haplotypes 1240622, 1242654, 1241736, 1239494, 1245298, 1239848, 1240909, 1244689, 1242686, 1242272, 1240417, 1240747, 1244365, 1243882, 1243938, 1243725, 1243920, 1239423, 1244699, and 1241274. 
     
     
         75 . A corn plant of  claim 74 , comprising at least 6 haplotypes selected from the group consisting of haplotypes 1240622, 1242654, 1241736, 1239494, 1245298, 1239848, 1240909, 1244689, 1242686, and 1242272. 
     
     
         76 . A corn plant of  claim 70 , comprising at least 12 haplotypes selected from the group consisting of haplotypes 1240622, 1242654, 1241736, 1239494, 1245298, 1239848, 1240909, 1244689, 1242686, 1242272, 1240417, 1240747, 1244365, 1243882, 1243938, 1243725, 1243920, 1239423, 1244699, 1241274, 1239868, 1241848, 1241565, 1243566, 1240481, 1244846, 1242341, 1245643, 1241796, 1244356, 1241746, 1244050, 1241531, 1242570, 1244113, 1245075, 1245676, 1240726, 1242368, 1241784, 1244272, 1240038, 1239330, 1245014, 1239327, 1243554, 1240248, 1240598, 1241718, and 1240348. 
     
     
         77 . A corn plant of  claim 76 , comprising at least 12 haplotypes selected from the group consisting of haplotypes 1240622, 1242654, 1241736, 1239494, 1245298, 1239848, 1240909, 1244689, 1242686, 1242272, 1240417, 1240747, 1244365, 1243882, 1243938, 1243725, 1243920, 1239423, 1244699, 1241274, 1239868, 1241848, 1241565, 1243566, 1240481, 1244846, 1242341, 1245643, 1241796, 1244356, 1241746, 1244050, 1241531, 1242570, 1244113, 1245075, 1245676, 1240726, 1242368, and 1241784. 
     
     
         78 . A corn plant of  claim 70 , comprising at least 15 haplotypes selected from the group consisting of haplotypes 1240622, 1242654, 1241736, 1239494, 1245298, 1239848, 1240909, 1244689, 1242686, 1242272, 1240417, 1240747, 1244365, 1243882, 1243938, 1243725, 1243920, 1239423, 1244699, 1241274, 1239868, 1241848, 1241565, 1243566, 1240481, 1244846, 1242341, 1245643, 1241796, 1244356, 1241746, 1244050, 1241531, 1242570, 1244113, 1245075, 1245676, 1240726, 1242368, 1241784, 1244272, 1240038, 1239330, 1245014, 1239327, 1243554, 1240248, 1240598, 1241718, and 1240348. 
     
     
         79 . A corn plant, comprising at least 4 haplotypes selected from the group consisting of haplotypes 1239172, 1240420, 1244276, 1240365, 1240353, 1241219, 1239490, 1243351, 1242131, 1244365, 1242728, 1242929, 1242400, 1240422, 1239330, 1240240, 1244998, 1242746, 1242338, 1243554, 1240016, 1245720, 1244635, 1239344, 1242367, 1242512, 1239253, 1239569, 1244168, 1244171, 1239416, 1240681, 1243596, 1239325, 1242424, 1243873, 1240726, 1240718, 1241487, 1238959, 1241736, 1244113, 1240906, 1243854, 1241706, 1242662, 1242686, 1244059, 1241442, and 1245919. 
     
     
         80 . A corn plant of  claim 79 , comprising at least 4 haplotypes selected from the group consisting of haplotypes 1239172, 1240420, 1244276, 1240365, and 1240353. 
     
     
         81 . A corn plant of  claim 79 , comprising at least 7 haplotypes selected from the group consisting of haplotypes 1239172, 1240420, 1244276, 1240365, 1240353, 1241219, 1239490, 1243351, 1242131, 1244365, 1242728, 1242929, 1242400, 1240422, 1239330, 1240240, 1244998, 1242746, 1242338, 1243554, 1240016, 1245720, 1244635, 1239344, 1242367, 1242512, 1239253, 1239569, 1244168, 1244171, 1239416, 1240681, 1243596, 1239325, 1242424, 1243873, 1240726, 1240718, 1241487, 1238959, 1241736, 1244113, 1240906, 1243854, 1241706, 1242662, 1242686, 1244059, 1241442, and 1245919. 
     
     
         82 . A corn plant of  claim 81 , comprising at least 7 haplotypes selected from the group consisting of haplotypes 1239172, 1240420, 1244276, 1240365, 1240353, 1241219, 1239490, 1243351, 1242131, 1244365, 1242728, 1242929, 1242400, 1240422, 1239330, 1240240, 1244998, 1242746, 1242338, and 1243554. 
     
     
         83 . A corn plant of  claim 82 , comprising at least 7 haplotypes selected from the group consisting of haplotypes 1239172, 1240420, 1244276, 1240365, 1240353, 1241219, 1239490, 1243351, 1242131, and 1244365. 
     
     
         84 . A corn plant of  claim 79 , comprising at least 11 haplotypes selected from the group consisting of haplotypes 1239172, 1240420, 1244276, 1240365, 1240353, 1241219, 1239490, 1243351, 1242131, 1244365, 1242728, 1242929, 1242400, 1240422, 1239330, 1240240, 1244998, 1242746, 1242338, 1243554, 1240016, 1245720, 1244635, 1239344, 1242367, 1242512, 1239253, 1239569, 1244168, 1244171, 1239416, 1240681, 1243596, 1239325, 1242424, 1243873, 1240726, 1240718, 1241487, 1238959, 1241736, 1244113, 1240906, 1243854, 1241706, 1242662, 1242686, 1244059, 1241442, and 1245919. 
     
     
         85 . A corn plant of  claim 84 , comprising at least 11 haplotypes selected from the group consisting of haplotypes 1239172, 1240420, 1244276, 1240365, 1240353, 1241219, 1239490, 1243351, 1242131, 1244365, 1242728, 1242929, 1242400, 1240422, 1239330, 1240240, 1244998, 1242746, 1242338, 1243554, 1240016, 1245720, 1244635, 1239344, 1242367, 1242512, 1239253, 1239569, 1244168, and 1244171. 
     
     
         86 . A corn plant of  claim 79 , comprising at least 16 haplotypes selected from the group consisting of haplotypes 1239172, 1240420, 1244276, 1240365, 1240353, 1241219, 1239490, 1243351, 1242131, 1244365, 1242728, 1242929, 1242400, 1240422, 1239330, 1240240, 1244998, 1242746, 1242338, 1243554, 1240016, 1245720, 1244635, 1239344, 1242367, 1242512, 1239253, 1239569, 1244168, 1244171, 1239416, 1240681, 1243596, 1239325, 1242424, 1243873, 1240726, 1240718, 1241487, 1238959, 1241736, 1244113, 1240906, 1243854, 1241706, 1242662, 1242686, 1244059, 1241442, and 1245919. 
     
     
         87 . A corn plant of  claim 86 , comprising at least 16 haplotypes selected from the group consisting of haplotypes 1239172, 1240420, 1244276, 1240365, 1240353, 1241219, 1239490, 1243351, 1242131, 1244365, 1242728, 1242929, 1242400, 1240422, 1239330, 1240240, 1244998, 1242746, 1242338, 1243554, 1240016, 1245720, 1244635, 1239344, 1242367, 1242512, 1239253, 1239569, 1244168, 1244171, 1239416, 1240681, 1243596, 1239325, 1242424, 1243873, 1240726, 1240718, 1241487, and 1238959. 
     
     
         88 . A corn plant of  claim 79 , comprising at least 19 haplotypes selected from the group consisting of haplotypes 1239172, 1240420, 1244276, 1240365, 1240353, 1241219, 1239490, 1243351, 1242131, 1244365, 1242728, 1242929, 1242400, 1240422, 1239330, 1240240, 1244998, 1242746, 1242338, 1243554, 1240016, 1245720, 1244635, 1239344, 1242367, 1242512, 1239253, 1239569, 1244168, 1244171, 1239416, 1240681, 1243596, 1239325, 1242424, 1243873, 1240726, 1240718, 1241487, 1238959, 1241736, 1244113, 1240906, 1243854, 1241706, 1242662, 1242686, 1244059, 1241442, and 1245919. 
     
     
         89 . A corn plant, comprising at least one haplotype that is preferred for a yield-plant height ratio that is greater than 3 or negative, wherein yield is positive and plant height is negative. 
     
     
         90 . A corn plant of  claim 89 , comprising at least 118 haplotypes selected from the group consisting of haplotypes 1240330, 1240341, 1240365, 1240373, 1240335, 1244963, 1244954, 1244998, 1245002, 1242131, 1242134, 1242136, 1245111, 1240904, 1240906, 1244818, 1244826, 1242719, 1242728, 1242731, 1242738, 1242720, 1242721, 1241220, 1241234, 1244641, 1244644, 1244657, 1244635, 1238977, 1238987, 1239022, 1239028, 1245360, 1245372, 1245362, 1245368, 1242928, 1242929, 1243964, 1240029, 1241366, 1241347, 1241350, 1243703, 1243714, 1243717, 1243724, 1243705, 1243710, 1239181, 1239198, 1239210, 1242381, 1242367, 1242368, 1244274, 1244285, 1244276, 1244525, 1244526, 1244527, 1244531, 1243862, 1243873, 1239490, 1239496, 1244516, 1240415, 1240416, 1241563, 1241564, 1241567, 1243917, 1243918, 1241406, 1239845, 1239846, 1239848, 1240428, 1240454, 1240420, 1240422, 1240679, 1240681, 1240687, 1244774, 1240798, 1240811, 1240800, 1240964, 1240977, 1240971, 1243373, 1243382, 1243375, 1245130, 1245120, 1239147, 1239148, 1240261, 1240263, 1240264, 1240265, 1240266, 1242866, 1242878, 1242881, 1242869, 1240252, 1239338, 1239340, 1239341, 1243999, 1244000, 1244001, 1243110, 1243120, 1243112, 1243116, 1243118, 1239652, 1239653, 1243796, 1243790, 1239532, 1239542, 1239533, 1239539, 1242230, 1242220, 1242221, 1242225, 1242227, 1244500, 1244501, 1239981, 1244168, 1244169, 1240495, 1240484, 1242688, 1242692, 1245718, 1245720, 1244300, 1244316, 1244305, 1241580, 1241603, 1241428, 1241447, 1241450, 1241430, 1241436, 1242932, 1242942, 1242934, 1242935, 1242938, 1243209, 1243218, 1240932, 1240935, 1245511, 1240241, 1240242, 1240246, 1239406, 1238934, 1244187, 1244189, 1244190, 1240670, 1243051, 1243070, 1243080, 1243059, 1243540, 1243596, 1243538, 1242065, 1242095, 1242067, 1242115, 1242072, 1240119, 1241885, 1241906, 1241924, 1245917, 1245918, 1245923, 1242628, 1243967, 1243970, 1243972, 1243974, 1239572, 1239583, 1239574, 1239623, 1245562, 1245575, 1245564, 1245595, 1245565, 1241099, 1241108, 1241112, 1241124, 1241638, 1241632, 1241633, 1241634, 1243417, 1243429, 1243436, 1243444, 1243419, 1243420, 1240194, 1240181, 1240184, 1240922, 1240924, 1240926, 1245090, 1245089, 1242986, 1242995, 1243001, 1242988, 1243018, 1243036, 1243042, 1242994, 1244006, 1244007, 1244008, 1244009, 1244095, 1244097, 1239866, 1239867, 1242537, 1242546, 1242550, 1242539, 1242540, 1242543, 1242545, 1245411, 1245422, 1245413, 1245447, 1242785, 1242797, 1242787, 1242792, 1241025, 1241035, 1241038, 1241045, 1241071, 1241030, 1241969, 1241960, 1242952, 1242954, 1244874, 1244875, 1240270, 1240281, 1240282, 1244220, 1244202, 1244235, 1240714, 1244914, 1245916, 1243855, 1243858, 1245929, 1245930, 1242663, 1243607, 1243608, 1243609, 1242149, 1242150, 1242151, 1242156, 1245199, 1244602, 1244596, 1239058, 1241872, 1242632, 1242644, 1242633, 1242639, 1242507, 1242510, 1243273, 1243274, 1243261, 1244106, 1244115, 1244118, 1241706, 1245881, 1245882, 1243346, 1243347, 1243348, 1243351, 1243352, 1243355, 1242982, 1245072, 1245073, 1245074, 1240007, 1240016, 1240014, 1243847, 1243623, 1243632, 1241461, 1241471, 1241474, 1241487, 1243315, 1243320, 1243322, 1242169, 1242179, 1245828, 1245846, 1245822, 1245824, 1239328, 1243135, 1243137, 1243174, 1243979, 1241284, 1241307, 1241278, 1239904, 1239915, 1245245, 1244077, 1244079, 1244081, 1244082, 1241088, 1240589, 1240602, 1240590, 1240596, 1244196, 1244198, 1242055, 1242062, 1242034, 1242037, 1240174, 1240175, 1244692, 1245772, 1239065, 1239074, 1239066, 1239068, 1242252, 1242289, 1242253, 1239655, 1239671, 1239674, 1239687, 1239662, 1239663, 1244023, 1244013, 1239269, 1239271, 1239273, 1239277, 1240881, 1240884, 1245794, 1242970, 1240709, 1240710, 1240712, 1239972, 1239978, 1241786, 1241790, 1240572, 1240573, 1240576, 1240580, 1239759, 1239761, 1239809, 1245274, 1245277, 1245281, 1245282, 1241165, 1244700, 1242555, 1242557, 1242560, 1240718, 1242338, 1241826, 1241838, 1239344, 1239353, 1239376, 1239348, 1245744, 1245745, 1244048, 1244049, 1244050, 1244053, 1245207, 1245208, 1245210, 1245659, 1245676, 1245662, 1245663, 1240112, 1240113, 1240114, 1240257, 1240259, 1243987, 1243989, 1245760, 1245761, 1241458, 1241459, 1245189, 1245192, 1241818, 1241819, 1239244, 1239253, 1239245, 1239425, 1239411, 1239413, 1240616, 1240621, 1242214, 1242216, 1245554, 1245555, 1242713, 1245637, 1245643, 1245298, 1245308, 1245326, 1244360, 1244381, 1244410, 1243933, 1243938, 1243926, 1241746, 1245763, 1245764, 1245765, 1245766, 1245768, and 1245769. 
     
     
         91 . A corn plant, comprising at least one haplotype that is preferred for a yield-moisture ratio that is greater than 3 or negative, wherein yield is positive and moisture is negative. 
     
     
         92 . A corn plant of  claim 91 , comprising at least 169 haplotypes selected from the group consisting of haplotypes 1240341, 1240348, 1240353, 1240365, 1240373, 1240386, 1240335, 1244946, 1244963, 1244948, 1244998, 1245007, 1245011, 1245014, 1245051, 1242130, 1242131, 1242132, 1242134, 1245110, 1245111, 1245112, 1245114, 1240910, 1240904, 1240909, 1244805, 1244815, 1244818, 1244826, 1244846, 1242719, 1242728, 1242731, 1242734, 1242738, 1242721, 1242764, 1241207, 1241219, 1241220, 1241234, 1244631, 1244641, 1244643, 1244644, 1244657, 1244633, 1244635, 1238977, 1238987, 1238988, 1239022, 1239028, 1245362, 1242931, 1243958, 1243959, 1245709, 1240029, 1241344, 1241346, 1241347, 1243714, 1243717, 1243724, 1243705, 1243710, 1239155, 1239172, 1239156, 1239181, 1239158, 1239198, 1239210, 1242365, 1242367, 1242400, 1242368, 1244274, 1244285, 1244276, 1244526, 1244527, 1243862, 1243871, 1243873, 1243877, 1243863, 1243882, 1243904, 1239494, 1239496, 1240415, 1240416, 1241563, 1241565, 1241567, 1241568, 1243917, 1243918, 1241406, 1241407, 1239842, 1239845, 1239846, 1239848, 1244582, 1240428, 1240419, 1240451, 1240454, 1240679, 1240681, 1240687, 1244774, 1244776, 1244780, 1240811, 1240813, 1240800, 1240964, 1240977, 1240966, 1241001, 1240971, 1243373, 1243382, 1243375, 1245118, 1245120, 1245125, 1239147, 1239148, 1241605, 1241621, 1241607, 1241608, 1240261, 1240262, 1240263, 1240264, 1240265, 1240266, 1242881, 1242869, 1245557, 1245558, 1240248, 1240250, 1240252, 1240254, 1239340, 1239341, 1243999, 1244000, 1244001, 1244502, 1244504, 1239968, 1239969, 1244063, 1244064, 1244065, 1241571, 1241573, 1244900, 1244901, 1244902, 1244907, 1243110, 1243120, 1243112, 1243116, 1239652, 1239653, 1243786, 1243796, 1243797, 1239542, 1239533, 1239539, 1239540, 1242219, 1242220, 1242221, 1242225, 1242226, 1242227, 1239981, 1239985, 1244168, 1244171, 1240481, 1240492, 1240493, 1240495, 1240484, 1242686, 1242690, 1242691, 1242692, 1245718, 1245720, 1245721, 1245725, 1244300, 1244316, 1244305, 1241580, 1241593, 1241584, 1241585, 1241428, 1241438, 1241442, 1241447, 1241430, 1241436, 1242932, 1242942, 1242934, 1242935, 1243209, 1243215, 1243216, 1240932, 1240935, 1245511, 1245513, 1240241, 1240242, 1240246, 1241694, 1241696, 1241697, 1239403, 1239405, 1238906, 1238916, 1238934, 1238959, 1244187, 1244189, 1239312, 1239321, 1239320, 1240668, 1240670, 1240671, 1240106, 1240107, 1243051, 1243070, 1243080, 1243056, 1243057, 1243059, 1243531, 1243540, 1243554, 1243566, 1243596, 1243538, 1242065, 1242115, 1240118, 1241885, 1241906, 1241887, 1241924, 1244892, 1244894, 1245404, 1239034, 1243489, 1244887, 1244888, 1245918, 1245919, 1245923, 1242628, 1242629, 1243968, 1243970, 1243972, 1243974, 1239572, 1239582, 1239583, 1239585, 1239574, 1239623, 1239577, 1245562, 1245575, 1245584, 1245564, 1245595, 1245565, 1242424, 1242432, 1241112, 1241124, 1241626, 1241634, 1243428, 1243436, 1243444, 1243419, 1240179, 1240192, 1240194, 1240184, 1240923, 1240924, 1240925, 1240926, 1245081, 1245090, 1245085, 1245087, 1245089, 1242986, 1242995, 1243001, 1242988, 1243018, 1243036, 1243042, 1242994, 1244438, 1244439, 1244440, 1244441, 1244006, 1244007, 1244009, 1244095, 1244096, 1244097, 1242537, 1242546, 1242550, 1242540, 1242543, 1242545, 1245411, 1245422, 1245413, 1245447, 1242797, 1242787, 1242790, 1241035, 1241045, 1241027, 1241071, 1241030, 1240036, 1241956, 1241958, 1241960, 1242952, 1242954, 1244872, 1244875, 1244200, 1244220, 1244202, 1244235, 1240713, 1240714, 1244918, 1245914, 1245916, 1239856, 1243854, 1245927, 1245929, 1245930, 1242662, 1242675, 1243608, 1243609, 1243610, 1242161, 1242150, 1242151, 1242155, 1242156, 1245197, 1245199, 1245200, 1245203, 1244588, 1244602, 1244596, 1239058, 1239059, 1239062, 1239868, 1239870, 1239876, 1241870, 1241871, 1241874, 1240676, 1240677, 1242632, 1242642, 1242633, 1242639, 1242640, 1242497, 1242512, 1243259, 1243273, 1243274, 1243261, 1243292, 1244118, 1244119, 1244131, 1244108, 1244113, 1241699, 1241702, 1241706, 1245881, 1245882, 1245883, 1245885, 1243362, 1243351, 1243352, 1243355, 1242982, 1242983, 1245073, 1245075, 1245076, 1245077, 1240016, 1240664, 1240665, 1240666, 1243846, 1243847, 1243632, 1243652, 1241461, 1241471, 1241473, 1241485, 1241487, 1241531, 1242654, 1242655, 1243318, 1243322, 1242169, 1242171, 1242172, 1245819, 1245828, 1245846, 1245822, 1245823, 1245824, 1239325, 1239327, 1239328, 1239330, 1243135, 1243146, 1243149, 1243137, 1243977, 1243979, 1243981, 1241271, 1241284, 1241273, 1241307, 1241274, 1241278, 1239893, 1239915, 1239895, 1245237, 1245251, 1245238, 1245245, 1244077, 1244079, 1244080, 1244082, 1244083, 1240108, 1240109, 1240699, 1241093, 1241094, 1241090, 1240598, 1240601, 1240590, 1244196, 1244197, 1244198, 1242055, 1242033, 1242062, 1242034, 1242037, 1242039, 1244690, 1244691, 1244692, 1245773, 1239065, 1239074, 1239066, 1239067, 1239097, 1239068, 1242250, 1242261, 1242272, 1242289, 1242253, 1239666, 1239671, 1239674, 1239675, 1239657, 1239662, 1239663, 1244023, 1244013, 1244017, 1239269, 1239280, 1239271, 1239277, 1245180, 1245889, 1245891, 1240881, 1240884, 1244881, 1239335, 1240709, 1240710, 1239972, 1239974, 1239976, 1239979, 1241784, 1241798, 1241787, 1240582, 1240573, 1240576, 1240580, 1239748, 1239761, 1239778, 1239809, 1245274, 1245277, 1245279, 1245282, 1241155, 1241165, 1241177, 1244697, 1244707, 1244699, 1244700, 1244705, 1242555, 1242568, 1242570, 1242557, 1240716, 1240726, 1240734, 1240747, 1240718, 1242330, 1242341, 1242338, 1241848, 1241828, 1239344, 1239353, 1239365, 1239376, 1239348, 1245742, 1245747, 1244051, 1244053, 1245207, 1245209, 1245210, 1245659, 1245676, 1245661, 1245662, 1245663, 1245799, 1245802, 1240112, 1240113, 1240257, 1240259, 1243987, 1243988, 1243989, 1245759, 1245760, 1245761, 1241458, 1241459, 1245189, 1245190, 1245192, 1243614, 1241818, 1241819, 1239244, 1239262, 1239245, 1239247, 1239416, 1239423, 1240615, 1240616, 1240619, 1240621, 1240622, 1242214, 1242216, 1245554, 1245555, 1245272, 1245273, 1242711, 1242712, 1242713, 1245637, 1245308, 1245299, 1244349, 1244360, 1244365, 1244350, 1244381, 1244410, 1244356, 1243920, 1243938, 1243921, 1243951, 1241736, 1241745, 1241746, 1241718, 1245763, 1245764, 1245765, 1245768, and 1245769. 
     
     
         93 . A corn plant, comprising at least 3 haplotypes selected from the group consisting of haplotypes 1240437, 1244921, 1239500, 1242504, 1243877, 1240280, 1243378, 1240805, 1245695, 1239419, 1238927, 1240824, 1244751, 1242383, 1244958, 1245723, 1241440, 1245503, 1241364, 1241957, 123 273, 1241211, 1242153, 1240424, 1243448, 1238980, 1242540, 1239043, 1241410, 1244018, 1240701, 1244097, 1239740, 1243704, 1240041, 1242667, 1245003, 1242567, 1240266, 1243787, 1242636, 1245927, 1241224, 1242665, 1241195, 1240251, 1239172, 1244508, 1240253, and 1241110. 
     
     
         94 . A corn plant of  claim 93 , comprising at least 3 haplotypes selected from the group consisting of haplotypes 1240437, 1244921, 1239500, 1242504, and 1243877. 
     
     
         95 . A corn plant of  claim 93 , comprising at least 4 haplotypes selected from the group consisting of haplotypes 1240437, 1244921, 1239500, 1242504, 1243877, 1240280, 1243378, 1240805, 1245695, 1239419, 1238927, 1240824, 1244751, 1242383, 1244958, 1245723, 1241440, 1245503, 1241364, 1241957, 123 273, 1241211, 1242153, 1240424, 1243448, 1238980, 1242540, 1239043, 1241410, 1244018, 1240701, 1244097, 1239740, 1243704, 1240041, 1242667, 1245003, 1242567, 1240266, 1243787, 1242636, 1245927, 1241224, 1242665, 1241195, 1240251, 1239172, 1244508, 1240253, and 1241110. 
     
     
         96 . A corn plant of  claim 95 , comprising at least 4 haplotypes selected from the group consisting of haplotypes 1240437, 1244921, 1239500, 1242504, 1243877, 1240280, 1243378, 1240805, 1245695, and 1239419. 
     
     
         97 . A corn plant of  claim 93 , comprising at least 7 haplotypes selected from the group consisting of haplotypes 1240437, 1244921, 1239500, 1242504, 1243877, 1240280, 1243378, 1240805, 1245695, 1239419, 1238927, 1240824, 1244751, 1242383, 1244958, 1245723, 1241440, 1245503, 1241364, 1241957, 123 273, 1241211, 1242153, 1240424, 1243448, 1238980, 1242540, 1239043, 1241410, 1244018, 1240701, 1244097, 1239740, 1243704, 1240041, 1242667, 1245003, 1242567, 1240266, 1243787, 1242636, 1245927, 1241224, 1242665, 1241195, 1240251, 1239172, 1244508, 1240253, and 1241110. 
     
     
         98 . A corn plant of  claim 97 , comprising at least 7 haplotypes selected from the group consisting of haplotypes 1240437, 1244921, 1239500, 1242504, 1243877, 1240280, 1243378, 1240805, 1245695, 1239419, 1238927, 1240824, 1244751, 1242383, 1244958, 1245723, 1241440, 1245503, 1241364, and 1241957. 
     
     
         99 . A corn plant of  claim 93 , comprising at least 9 haplotypes selected from the group consisting of haplotypes 1240437, 1244921, 1239500, 1242504, 1243877, 1240280, 1243378, 1240805, 1245695, 1239419, 1238927, 1240824, 1244751, 1242383, 1244958, 1245723, 1241440, 1245503, 1241364, 1241957, 123 273, 1241211, 1242153, 1240424, 1243448, 1238980, 1242540, 1239043, 1241410, 1244018, 1240701, 1244097, 1239740, 1243704, 1240041, 1242667, 1245003, 1242567, 1240266, 1243787, 1242636, 1245927, 1241224, 1242665, 1241195, 1240251, 1239172, 1244508, 1240253, and 1241110. 
     
     
         100 . A corn plant of  claim 99 , comprising at least 9 haplotypes selected from the group consisting of haplotypes 1240437, 1244921, 1239500, 1242504, 1243877, 1240280, 1243378, 1240805, 1245695, 1239419, 1238927, 1240824, 1244751, 1242383, 1244958, 1245723, 1241440, 1245503, 1241364, 1241957, 123 273, 1241211, 1242153, 1240424, 1243448, 1238980, 1242540, 1239043, 1241410, and 1244018. 
     
     
         101 . A corn plant of  claim 93 , comprising at least 12 haplotypes selected from the group consisting of haplotypes 1240437, 1244921, 1239500, 1242504, 1243877, 1240280, 1243378, 1240805, 1245695, 1239419, 1238927, 1240824, 1244751, 1242383, 1244958, 1245723, 1241440, 1245503, 1241364, 1241957, 123 273, 1241211, 1242153, 1240424, 1243448, 1238980, 1242540, 1239043, 1241410, 1244018, 1240701, 1244097, 1239740, 1243704, 1240041, 1242667, 1245003, 1242567, 1240266, 1243787, 1242636, 1245927, 1241224, 1242665, 1241195, 1240251, 1239172, 1244508, 1240253, and 1241110. 
     
     
         102 . A corn plant of  claim 101 , comprising at least 12 haplotypes selected from the group consisting of haplotypes 1240437, 1244921, 1239500, 1242504, 1243877, 1240280, 1243378, 1240805, 1245695, 1239419, 1238927, 1240824, 1244751, 1242383, 1244958, 1245723, 1241440, 1245503, 1241364, 1241957, 123 273, 1241211, 1242153, 1240424, 1243448, 1238980, 1242540, 1239043, 1241410, 1244018, 1240701, 1244097, 1239740, 1243704, 1240041, 1242667, 1245003, 1242567, 1240266, and 1243787. 
     
     
         103 . A corn plant of  claim 93 , comprising at least 14 haplotypes selected from the group consisting of haplotypes 1240437, 1244921, 1239500, 1242504, 1243877, 1240280, 1243378, 1240805, 1245695, 1239419, 1238927, 1240824, 1244751, 1242383, 1244958, 1245723, 1241440, 1245503, 1241364, 1241957, 123 273, 1241211, 1242153, 1240424, 1243448, 1238980, 1242540, 1239043, 1241410, 1244018, 1240701, 1244097, 1239740, 1243704, 1240041, 1242667, 1245003, 1242567, 1240266, 1243787, 1242636, 1245927, 1241224, 1242665, 1241195, 1240251, 1239172, 1244508, 1240253, and 1241110. 
     
     
         104 . A corn plant, comprising at least one haplotype selected from the group consisting of haplotypes 1242879, 1241721, 1244978, 1245717, 1242556, 1244950, 1241235, 1240902, 1243377, 1244778, 1241213, 1241586, 1242344, 1240804, 1244529, 1244878, 1239982, 1242571, 1244976, 1241714, 1242285, 1241606, 1245670, 1241241, 1243263, 1245889, 1241095, 1241577, 1243398, 1244507, 1240882, 1243118, 1239897, 1242971, 1245130, 1243499, 1241490, 1244486, 1245883, 1241958, 1239361, 1245894, 1240968, 1242713, 1240036, 1242040, 1239883, 1240487, 1243865, and 1243242. 
     
     
         105 . A corn plant of  claim 104 , comprising at least one haplotype selected from the group consisting of haplotypes 1242879, 1241721, 1244978, 1245717, and 1242556. 
     
     
         106 . A corn plant of  claim 104 , comprising at least 5 haplotypes selected from the group consisting of haplotypes 1242879, 1241721, 1244978, 1245717, 1242556, 1244950, 1241235, 1240902, 1243377, 1244778, 1241213, 1241586, 1242344, 1240804, 1244529, 1244878, 1239982, 1242571, 1244976, 1241714, 1242285, 1241606, 1245670, 1241241, 1243263, 1245889, 1241095, 1241577, 1243398, 1244507, 1240882, 1243118, 1239897, 1242971, 1245130, 1243499, 1241490, 1244486, 1245883, 1241958, 1239361, 1245894, 1240968, 1242713, 1240036, 1242040, 1239883, 1240487, 1243865, and 1243242. 
     
     
         107 . A corn plant of  claim 106 , comprising at least 5 haplotypes selected from the group consisting of haplotypes 1242879, 1241721, 1244978, 1245717, 1242556, 1244950, 1241235, 1240902, 1243377, and 1244778. 
     
     
         108 . A corn plant of  claim 104 , comprising at least 6 haplotypes selected from the group consisting of haplotypes 1242879, 1241721, 1244978, 1245717, 1242556, 1244950, 1241235, 1240902, 1243377, 1244778, 1241213, 1241586, 1242344, 1240804, 1244529, 1244878, 1239982, 1242571, 1244976, 1241714, 1242285, 1241606, 1245670, 1241241, 1243263, 1245889, 1241095, 1241577, 1243398, 1244507, 1240882, 1243118, 1239897, 1242971, 1245130, 1243499, 1241490, 1244486, 1245883, 1241958, 1239361, 1245894, 1240968, 1242713, 1240036, 1242040, 1239883, 1240487, 1243865, and 1243242. 
     
     
         109 . A corn plant of  claim 108 , comprising at least 6 haplotypes selected from the group consisting of haplotypes 1242879, 1241721, 1244978, 1245717, 1242556, 1244950, 1241235, 1240902, 1243377, 1244778, 1241213, 1241586, 1242344, 1240804, 1244529, 1244878, 1239982, 1242571, 1244976, and 1241714. 
     
     
         110 . A corn plant of  claim 104 , comprising at least 8 haplotypes selected from the group consisting of haplotypes 1242879, 1241721, 1244978, 1245717, 1242556, 1244950, 1241235, 1240902, 1243377, 1244778, 1241213, 1241586, 1242344, 1240804, 1244529, 1244878, 1239982, 1242571, 1244976, 1241714, 1242285, 1241606, 1245670, 1241241, 1243263, 1245889, 1241095, 1241577, 1243398, 1244507, 1240882, 1243118, 1239897, 1242971, 1245130, 1243499, 1241490, 1244486, 1245883, 1241958, 1239361, 1245894, 1240968, 1242713, 1240036, 1242040, 1239883, 1240487, 1243865, and 1243242. 
     
     
         111 . A corn plant of  claim 110 , comprising at least 8 haplotypes selected from the group consisting of haplotypes 1242879, 1241721, 1244978, 1245717, 1242556, 1244950, 1241235, 1240902, 1243377, 1244778, 1241213, 1241586, 1242344, 1240804, 1244529, 1244878, 1239982, 1242571, 1244976, 1241714, 1242285, 1241606, 1245670, 1241241, 1243263, 1245889, 1241095, 1241577, 1243398, 1244507, 1240882, 1243118, 1239897, 1242971, 1245130, 1243499, 1241490, 1244486, 1245883, and 1241958. 
     
     
         112 . A corn plant of  claim 111 , comprising at least 8 haplotypes selected from the group consisting of haplotypes 1242879, 1241721, 1244978, 1245717, 1242556, 1244950, 1241235, 1240902, 1243377, 1244778, 1241213, 1241586, 1242344, 1240804, 1244529, 1244878, 1239982, 1242571, 1244976, 1241714, 1242285, 1241606, 1245670, 1241241, 1243263, 1245889, 1241095, 1241577, 1243398, and 1244507. 
     
     
         113 . A corn plant of  claim 104 , comprising at least 13 haplotypes selected from the group consisting of haplotypes 1242879, 1241721, 1244978, 1245717, 1242556, 1244950, 1241235, 1240902, 1243377, 1244778, 1241213, 1241586, 1242344, 1240804, 1244529, 1244878, 1239982, 1242571, 1244976, 1241714, 1242285, 1241606, 1245670, 1241241, 1243263, 1245889, 1241095, 1241577, 1243398, 1244507, 1240882, 1243118, 1239897, 1242971, 1245130, 1243499, 1241490, 1244486, 1245883, 1241958, 1239361, 1245894, 1240968, 1242713, 1240036, 1242040, 1239883, 1240487, 1243865, and 1243242. 
     
     
         114 . A corn plant, comprising at least 5 haplotypes selected from the group consisting of haplotypes 1239420, 1242162, 1242662, 1242335, 1240760, 1242879, 1241832, 1242358, 1242687, 1244302, 1239494, 1240264, 1239361, 1242369, 1243789, 1245719, 1241349, 1242714, 1240439, 1239164, 1239990, 1239061, 1243210, 1241610, 1245642, 1238912, 1240040, 1241412, 1242371, 1245006, 1242344, 1239501, 1239370, 1239843, 1244784, 1240031, 1241099, 1243727, 1245929, 1240687, 1240249, 1243213, 1240271, 1238993, 1239578, 1245372, 1243377, 1242692, 1245121, and 1242658. 
     
     
         115 . A corn plant of  claim 114 , comprising at least 5 haplotypes selected from the group consisting of haplotypes 1239420, 1242162, 1242662, 1242335, 1240760, 1242879, 1241832, 1242358, 1242687, and 1244302. 
     
     
         116 . A corn plant of  claim 115 , comprising at least 5 haplotypes selected from the group consisting of haplotypes 1239420, 1242162, 1242662, 1242335, and 1240760. 
     
     
         117 . A corn plant of  claim 114 , comprising at least 7 haplotypes selected from the group consisting of haplotypes 1239420, 1242162, 1242662, 1242335, 1240760, 1242879, 1241832, 1242358, 1242687, 1244302, 1239494, 1240264, 1239361, 1242369, 1243789, 1245719, 1241349, 1242714, 1240439, 1239164, 1239990, 1239061, 1243210, 1241610, 1245642, 1238912, 1240040, 1241412, 1242371, 1245006, 1242344, 1239501, 1239370, 1239843, 1244784, 1240031, 1241099, 1243727, 1245929, 1240687, 1240249, 1243213, 1240271, 1238993, 1239578, 1245372, 1243377, 1242692, 1245121, and 1242658. 
     
     
         118 . A corn plant of  claim 117 , comprising at least 7 haplotypes selected from the group consisting of haplotypes 1239420, 1242162, 1242662, 1242335, 1240760, 1242879, 1241832, 1242358, 1242687, 1244302, 1239494, 1240264, 1239361, 1242369, 1243789, 1245719, 1241349, 1242714, 1240439, 1239164, 1239990, 1239061, 1243210, 1241610, 1245642, 1238912, 1240040, 1241412, 1242371, and 1245006. 
     
     
         119 . A corn plant of  claim 118 , comprising at least 7 haplotypes selected from the group consisting of haplotypes 1239420, 1242162, 1242662, 1242335, 1240760, 1242879, 1241832, 1242358, 1242687, 1244302, 1239494, 1240264, 1239361, 1242369, 1243789, 1245719, 1241349, 1242714, 1240439, and 1239164. 
     
     
         120 . A corn plant of  claim 114 , comprising at least 10 haplotypes selected from the group consisting of haplotypes 1239420, 1242162, 1242662, 1242335, 1240760, 1242879, 1241832, 1242358, 1242687, 1244302, 1239494, 1240264, 1239361, 1242369, 1243789, 1245719, 1241349, 1242714, 1240439, 1239164, 1239990, 1239061, 1243210, 1241610, 1245642, 1238912, 1240040, 1241412, 1242371, 1245006, 1242344, 1239501, 1239370, 1239843, 1244784, 1240031, 1241099, 1243727, 1245929, 1240687, 1240249, 1243213, 1240271, 1238993, 1239578, 1245372, 1243377, 1242692, 1245121, and 1242658. 
     
     
         121 . A corn plant of  claim 120 , comprising at least 10 haplotypes selected from the group consisting of haplotypes 1239420, 1242162, 1242662, 1242335, 1240760, 1242879, 1241832, 1242358, 1242687, 1244302, 1239494, 1240264, 1239361, 1242369, 1243789, 1245719, 1241349, 1242714, 1240439, 1239164, 1239990, 1239061, 1243210, 1241610, 1245642, 1238912, 1240040, 1241412, 1242371, 1245006, 1242344, 1239501, 1239370, 1239843, 1244784, 1240031, 1241099, 1243727, 1245929, and 1240687. 
     
     
         122 . A corn plant of  claim 114 , comprising at least 12 haplotypes selected from the group consisting of haplotypes 1239420, 1242162, 1242662, 1242335, 1240760, 1242879, 1241832, 1242358, 1242687, 1244302, 1239494, 1240264, 1239361, 1242369, 1243789, 1245719, 1241349, 1242714, 1240439, 1239164, 1239990, 1239061, 1243210, 1241610, 1245642, 1238912, 1240040, 1241412, 1242371, 1245006, 1242344, 1239501, 1239370, 1239843, 1244784, 1240031, 1241099, 1243727, 1245929, 1240687, 1240249, 1243213, 1240271, 1238993, 1239578, 1245372, 1243377, 1242692, 1245121, and 1242658. 
     
     
         123 . A corn plant, comprising at least 4 haplotypes selected from the group consisting of haplotypes 1244555, 1243269, 1239739, 1243708, 1241036, 1244878, 1244529, 1240820, 1242162, 1241468, 1239003, 1240431, 1240018, 1241714, 1241721, 1243058, 1245769, 1244918, 1239002, 1240331, 1239048, 1244778, 1240013, 1244637, 1245257, 1244973, 1244379, 1242662, 1240042, 1244302, 1240031, 1242713, 1241610, 1245072, 1241430, 1242369, 1239987, 1241966, 1245118, 1244207, 1244279, 1245648, 1244352, 1240910, 1239161, 1244226, 1245710, 1241588, 1245773, and 1245198. 
     
     
         124 . A corn plant of  claim 123 , comprising at least 4 haplotypes selected from the group consisting of haplotypes 1244555, 1243269, 1239739, 1243708, and 1241036. 
     
     
         125 . A corn plant of  claim 123 , comprising at least 5 haplotypes selected from the group consisting of haplotypes 1244555, 1243269, 1239739, 1243708, 1241036, 1244878, 1244529, 1240820, 1242162, 1241468, 1239003, 1240431, 1240018, 1241714, 1241721, 1243058, 1245769, 1244918, 1239002, 1240331, 1239048, 1244778, 1240013, 1244637, 1245257, 1244973, 1244379, 1242662, 1240042, 1244302, 1240031, 1242713, 1241610, 1245072, 1241430, 1242369, 1239987, 1241966, 1245118, 1244207, 1244279, 1245648, 1244352, 1240910, 1239161, 1244226, 1245710, 1241588, 1245773, and 1245198. 
     
     
         126 . A corn plant of  claim 125 , comprising at least 5 haplotypes selected from the group consisting of haplotypes 1244555, 1243269, 1239739, 1243708, 1241036, 1244878, 1244529, 1240820, 1242162, 1241468, 1239003, 1240431, 1240018, 1241714, 1241721, 1243058, 1245769, 1244918, 1239002, 1240331, 1239048, 1244778, 1240013, 1244637, 1245257, 1244973, 1244379, 1242662, 1240042, 1244302, 1240031, 1242713, 1241610, 1245072, 1241430, 1242369, 1239987, 1241966, 1245118, and 1244207. 
     
     
         127 . A corn plant of  claim 126 , comprising at least 5 haplotypes selected from the group consisting of haplotypes 1244555, 1243269, 1239739, 1243708, 1241036, 1244878, 1244529, 1240820, 1242162, 1241468, 1239003, 1240431, 1240018, 1241714, 1241721, 1243058, 1245769, 1244918, 1239002, 1240331, 1239048, 1244778, 1240013, 1244637, 1245257, 1244973, 1244379, 1242662, 1240042, and 1244302. 
     
     
         128 . A corn plant of  claim 127 , comprising at least 5 haplotypes selected from the group consisting of haplotypes 1244555, 1243269, 1239739, 1243708, 1241036, 1244878, 1244529, 1240820, 1242162, 1241468, 1239003, 1240431, 1240018, 1241714, 1241721, 1243058, 1245769, 1244918, 1239002, and 1240331. 
     
     
         129 . A corn plant of  claim 128 , comprising at least 5 haplotypes selected from the group consisting of haplotypes 1244555, 1243269, 1239739, 1243708, 1241036, 1244878, 1244529, 1240820, 1242162, and 1241468. 
     
     
         130 . A corn plant of  claim 123 , comprising at least 13 haplotypes selected from the group consisting of haplotypes 1244555, 1243269, 1239739, 1243708, 1241036, 1244878, 1244529, 1240820, 1242162, 1241468, 1239003, 1240431, 1240018, 1241714, 1241721, 1243058, 1245769, 1244918, 1239002, 1240331, 1239048, 1244778, 1240013, 1244637, 1245257, 1244973, 1244379, 1242662, 1240042, 1244302, 1240031, 1242713, 1241610, 1245072, 1241430, 1242369, 1239987, 1241966, 1245118, 1244207, 1244279, 1245648, 1244352, 1240910, 1239161, 1244226, 1245710, 1241588, 1245773, and 1245198. 
     
     
         131 . A corn plant, comprising at least one haplotype that is preferred for a yield-plant height ratio that is greater than 3 or negative, wherein yield is positive and plant height is negative. 
     
     
         132 . A corn plant of  claim 131 , comprising at least 128 haplotypes selected from the group consisting of haplotypes 1240342, 1240346, 1240331, 1240352, 1240354, 1240334, 1244957, 1244947, 1244971, 1244973, 1244988, 1244950, 1244951, 1245009, 1245034, 1245038, 1245003, 1245006, 1242130, 1242134, 1242135, 1242136, 1245111, 1245112, 1240910, 1240911, 1240902, 1240903, 1244815, 1244810, 1242730, 1242720, 1242722, 1242724, 1241217, 1241208, 1241209, 1241241, 1241211, 1241215, 1244640, 1244632, 1238986, 1239002, 1239003, 1238980, 1238983, 1238985, 1245370, 1245361, 1245362, 1245367, 1245368, 1242928, 1243959, 1243961, 1245709, 1245710, 1245711, 1245714, 1245717, 1240033, 1241350, 1243712, 1243715, 1243721, 1243755, 1243708, 1243710, 1239164, 1239167, 1239172, 1239159, 1242375, 1242366, 1242387, 1242372, 1242373, 1244274, 1244285, 1244277, 1244278, 1244279, 1243133, 1243134, 1244540, 1244529, 1243863, 1243865, 1243866, 1239505, 1239491, 1239494, 1239495, 1239497, 1239569, 1239570, 1242968, 1242969, 1240707, 1244517, 1244519, 1241563, 1241566, 1244159, 1244160, 1244161, 1241409, 1241411, 1241412, 1239842, 1239844, 1239845, 1244582, 1244583, 1244586, 1240431, 1240418, 1240437, 1240421, 1240424, 1240679, 1240682, 1240684, 1244774, 1244778, 1244780, 1244781, 1240824, 1240835, 1240802, 1240803, 1240804, 1240972, 1243373, 1243386, 1243392, 1243401, 1243378, 1243381, 1245133, 1245154, 1245122, 1245124, 1239147, 1241610, 1240265, 1242880, 1242881, 1242874, 1240248, 1240250, 1239339, 1239343, 1244001, 1244502, 1244504, 1244505, 1244064, 1244065, 1241571, 1241572, 1241573, 1241574, 1241577, 1244900, 1244901, 1244905, 1244907, 1243110, 1243112, 1243113, 1243116, 1243118, 1239654, 1243795, 1243788, 1243825, 1243789, 1243790, 1243792, 1239532, 1239534, 1239536, 1239540, 1242237, 1242221, 1242222, 1242224, 1239739, 1239740, 1239981, 1239990, 1239982, 1239985, 1239987, 1244170, 1244175, 1240481, 1240490, 1240513, 1240518, 1240484, 1240485, 1240488, 1242696, 1242700, 1242689, 1245728, 1245736, 1245725, 1244300, 1244301, 1244304, 1241581, 1241437, 1241440, 1241452, 1241430, 1241431, 1241433, 1241434, 1242943, 1242934, 1242935, 1242938, 1243224, 1243232, 1243214, 1240935, 1240937, 1245521, 1245530, 1245513, 1245514, 1245516, 1240241, 1240243, 1240245, 1239405, 1239406, 1238917, 1238922, 1238926, 1238927, 1238933, 1238938, 1238910, 1244507, 1244508, 1244509, 1244187, 1244188, 1244189, 1244190, 1244191, 1244192, 1244194, 1239312, 1239313, 1239315, 1239316, 1240669, 1240671, 1245499, 1245500, 1245502, 1245503, 1244272, 1244273, 1243070, 1243052, 1243057, 1243058, 1243546, 1243553, 1243592, 1243539, 1242074, 1242066, 1242069, 1242073, 1240117, 1240152, 1240124, 1241899, 1244891, 1244895, 1245405, 1245406, 1245408, 1239043, 1239048, 1239035, 1239037, 1243505, 1243490, 1243510, 1243511, 1243493, 1243495, 1244889, 1244890, 1245917, 1245923, 1243968, 1243969, 1243970, 1243974, 1239573, 1239603, 1239576, 1239577, 1245572, 1245574, 1245598, 1245565, 1245568, 1245569, 1242424, 1242433, 1242444, 1242451, 1242455, 1242426, 1242428, 1242431, 1241112, 1241121, 1241106, 1241627, 1241651, 1241634, 1243417, 1243430, 1243431, 1243447, 1243448, 1243421, 1240196, 1240197, 1240199, 1240182, 1240923, 1240924, 1240926, 1242989, 1243033, 1242994, 1245296, 1245297, 1244007, 1244008, 1244095, 1244097, 1244098, 1244099, 1244101, 1242538, 1245420, 1245437, 1245416, 1245417, 1242795, 1242800, 1242786, 1241036, 1241037, 1241046, 1241048, 1241062, 1241029, 1241030, 1240036, 1240046, 1240037, 1240072, 1240082, 1240041, 1240042, 1241967, 1241970, 1241971, 1241974, 1241958, 1241961, 1242954, 1242956, 1242960, 1244872, 1240280, 1240289, 1240293, 1240275, 1240276, 1244216, 1244218, 1244204, 1244207, 1240713, 1240714, 1244923, 1244913, 1244914, 1244915, 1244917, 1245915, 1239856, 1243857, 1245928, 1245930, 1242664, 1242666, 1242667, 1243609, 1243612, 1243613, 1242163, 1242151, 1242153, 1242157, 1245197, 1245200, 1244588, 1244607, 1244589, 1244592, 1244593, 1239059, 1239877, 1239883, 1239869, 1239889, 1239871, 1239873, 1239874, 1239876, 1241880, 1241874, 1241875, 1241876, 1242649, 1242635, 1242638, 1242639, 1242640, 1242508, 1242513, 1242498, 1242502, 1242503, 1242504, 1243269, 1243282, 1243285, 1243262, 1243263, 1243264, 1244110, 1244112, 1244113, 1241700, 1241702, 1245882, 1245883, 1245884, 1245885, 1245886, 1243346, 1243356, 1243349, 1243350, 1243351, 1245072, 1245074, 1245076, 1245814, 1245815, 1240008, 1240011, 1240012, 1240013, 1240666, 1243846, 1243847, 1243848, 1243850, 1240638, 1240640, 1240647, 1240630, 1240652, 1240633, 1243623, 1243646, 1243629, 1241475, 1241462, 1241490, 1241468, 1242655, 1242656, 1243326, 1243321, 1243322, 1242170, 1242197, 1242208, 1242175, 1245838, 1245862, 1245827, 1239326, 1243157, 1243138, 1243142, 1241282, 1239893, 1239903, 1239895, 1239934, 1239897, 1245250, 1245257, 1245245, 1244080, 1240108, 1240109, 1240699, 1240700, 1240599, 1240601, 1240603, 1240590, 1240593, 1240596, 1241949, 1241950, 1242040, 1242034, 1242036, 1239234, 1239226, 1239228, 1240175, 1240176, 1245782, 1245775, 1239065, 1239082, 1239066, 1239096, 1239102, 1239068, 1239123, 1242262, 1242251, 1242271, 1242278, 1242285, 1242293, 1242309, 1242311, 1242256, 1242257, 1244444, 1244456, 1244461, 1244445, 1244486, 1244449, 1239676, 1239686, 1239659, 1239713, 1244020, 1244014, 1244015, 1244017, 1244018, 1239278, 1239281, 1239273, 1245180, 1245181, 1245899, 1245891, 1245893, 1245894, 1240882, 1240887, 1240889, 1241820, 1241821, 1241822, 1245795, 1245796, 1245797, 1242970, 1242973, 1242974, 1242975, 1240709, 1240711, 1241794, 1241802, 1241787, 1241788, 1241790, 1240581, 1240573, 1240574, 1240575, 1240580, 1239758, 1239749, 1239810, 1245275, 1245276, 1245277, 1241195, 1241159, 1244712, 1244713, 1244715, 1244698, 1244729, 1244751, 1244702, 1242567, 1242556, 1242561, 1240727, 1240742, 1240775, 1240723, 1242344, 1242331, 1242332, 1241838, 1241828, 1241829, 1239353, 1239370, 1239347, 1239389, 1245743, 1245744, 1245745, 1245747, 1245750, 1244049, 1245208, 1245211, 1245214, 1245216, 1245665, 1245666, 1245810, 1245801, 1245802, 1245805, 1240258, 1240259, 1243992, 1245190, 1242780, 1242781, 1243615, 1239244, 1239251, 1239434, 1244934, 1244935, 1244936, 1244937, 1244940, 1244941, 1240618, 1245554, 1245555, 1245272, 1245273, 1242711, 1242712, 1245648, 1245649, 1245640, 1245641, 1245642, 1245644, 1245645, 1245310, 1245299, 1245301, 1245303, 1245305, 1244350, 1244370, 1244379, 1241721, 1241730, 1241712, 1241713, 1241714, 1245764, and 1245765. 
     
     
         133 . A corn plant, comprising at least one haplotype that is preferred for a yield-moisture ratio that is greater than 3 or negative, wherein yield is positive and moisture is negative. 
     
     
         134 . A corn plant of  claim 133 , comprising at least 177 haplotypes selected from the group consisting of haplotypes 1244629, 1240342, 1240346, 1240331, 1240349, 1240354, 1240334, 1240336, 1240337, 1244955, 1244957, 1244958, 1244964, 1244971, 1244973, 1244948, 1244976, 1244951, 1245015, 1245034, 1245038, 1245002, 1245003, 1245006, 1242130, 1242131, 1242133, 1242134, 1242135, 1245111, 1245112, 1240910, 1240911, 1240904, 1240909, 1244815, 1244806, 1244808, 1244811, 1242730, 1242720, 1242724, 1241217, 1241224, 1241226, 1241208, 1241241, 1241211, 1241212, 1241215, 1244632, 1244658, 1244634, 1244635, 1244637, 1244639, 1238986, 1238993, 1238978, 1239002, 1239003, 1238980, 1238982, 1238983, 1238985, 1245370, 1245361, 1245362, 1245363, 1245367, 1245368, 1242928, 1242929, 1242931, 1243958, 1243959, 1243962, 1245709, 1245710, 1245711, 1245714, 1240031, 1240033, 1241356, 1241345, 1241349, 1241350, 1243712, 1243715, 1243721, 1243704, 1243727, 1243755, 1243710, 1243711, 1239167, 1239171, 1239172, 1239156, 1239159, 1239209, 1242375, 1242379, 1242383, 1242366, 1242385, 1242387, 1242410, 1242371, 1242372, 1242373, 1244285, 1244275, 1244276, 1244279, 1243133, 1243134, 1244534, 1244555, 1244529, 1244530, 1244531, 1243877, 1243864, 1243901, 1243865, 1243866, 1243867, 1239500, 1239501, 1239506, 1239508, 1239491, 1239493, 1239494, 1239497, 1239569, 1239570, 1242968, 1242969, 1240707, 1244515, 1244516, 1244519, 1241565, 1241567, 1243917, 1243918, 1244159, 1244160, 1244161, 1244164, 1244166, 1241406, 1241415, 1241417, 1241407, 1241408, 1241409, 1241410, 1241411, 1239842, 1239843, 1239845, 1239846, 1244582, 1244584, 1244587, 1240431, 1240437, 1240439, 1240421, 1240424, 1240679, 1240680, 1240682, 1240684, 1240685, 1240687, 1244783, 1244784, 1244779, 1244781, 1240812, 1240820, 1240824, 1240835, 1240802, 1240803, 1240964, 1240998, 1240967, 1241015, 1243373, 1243383, 1243386, 1243392, 1243399, 1243376, 1243381, 1245131, 1245133, 1245119, 1245122, 1245124, 1245126, 1239147, 1239149, 1239150, 1241605, 1241609, 1241610, 1240262, 1240263, 1240264, 1240265, 1240266, 1242881, 1242870, 1242871, 1242874, 1245557, 1240248, 1240249, 1240250, 1240251, 1240252, 1240253, 1239342, 1244000, 1244001, 1244502, 1244503, 1244504, 1244505, 1241571, 1241572, 1241573, 1241574, 1244900, 1244902, 1244903, 1244906, 1244907, 1243110, 1243122, 1243112, 1243115, 1243116, 1243117, 1243795, 1243787, 1243788, 1243825, 1243789, 1243790, 1243792, 1239532, 1239533, 1239559, 1239534, 1239536, 1239537, 1242237, 1242220, 1242221, 1242222, 1242224, 1242226, 1239737, 1239738, 1239739, 1239740, 1239745, 1239981, 1239990, 1239983, 1239985, 1239987, 1244168, 1244180, 1244169, 1244170, 1244175, 1240481, 1240490, 1240521, 1240484, 1240485, 1240487, 1240488, 1242696, 1242687, 1242688, 1242689, 1242690, 1242691, 1245719, 1245724, 1245725, 1244300, 1244311, 1244301, 1244302, 1244304, 1241591, 1241583, 1241584, 1241588, 1241437, 1241440, 1241441, 1241432, 1241433, 1241434, 1242943, 1242933, 1242935, 1242938, 1243218, 1243210, 1243234, 1243211, 1243242, 1243213, 1243214, 1243217, 1240948, 1240933, 1240934, 1240937, 1245530, 1245513, 1245516, 1240241, 1240243, 1239403, 1239404, 1239406, 1238917, 1238922, 1238926, 1238907, 1238927, 1238933, 1238938, 1238908, 1238909, 1238912, 1244508, 1244509, 1244187, 1244188, 1244189, 1244190, 1244192, 1244801, 1244802, 1244803, 1239313, 1239314, 1239315, 1239316, 1240668, 1240669, 1240670, 1240671, 1245499, 1245500, 1245502, 1245503, 1245505, 1244272, 1244273, 1243068, 1243070, 1243052, 1243081, 1243054, 1243546, 1243553, 1243534, 1243535, 1243592, 1243539, 1242074, 1242077, 1242066, 1242069, 1242071, 1242073, 1240127, 1240117, 1240142, 1240152, 1240120, 1240123, 1240124, 1241899, 1244891, 1244894, 1244895, 1245405, 1245406, 1245407, 1245408, 1239034, 1239043, 1239048, 1239035, 1239037, 1243502, 1243505, 1243510, 1243493, 1243495, 1244888, 1244889, 1244890, 1245917, 1245920, 1245923, 1243967, 1243968, 1243969, 1243970, 1243974, 1239581, 1239590, 1239573, 1239603, 1239624, 1239577, 1239578, 1245572, 1245574, 1245589, 1245598, 1245565, 1245566, 1245567, 1245569, 1242424, 1242433, 1242444, 1242451, 1242426, 1242464, 1242427, 1242428, 1242431, 1241099, 1241110, 1241112, 1241121, 1241124, 1241101, 1241102, 1241106, 1241107, 1241635, 1241637, 1241627, 1241647, 1241651, 1241629, 1243417, 1243441, 1243447, 1243448, 1243463, 1243424, 1240189, 1240196, 1240197, 1240180, 1240184, 1240185; 1240922, 1240923, 1240924, 1245091, 1245083, 1245087, 1242987, 1242989, 1243033, 1242992, 1242994, 1245296, 1245297, 1244438, 1244439, 1244440, 1244441, 1244007, 1244095, 1244097, 1244098, 1244101, 1242537, 1242548, 1242538, 1242540, 1242541, 1242542, 1245420, 1245412, 1242795, 1242800, 1242786, 1242793, 1241037, 1241046, 1241048, 1241062, 1241029, 1241030, 1241031, 1240036, 1240037, 1240072, 1240082, 1240041, 1240042, 1240043, 1241971, 1241974, 1241957, 1241983, 1241958, 1241961, 1242953, 1242954, 1242955, 1242956, 1242960, 1244872, 1240279, 1240280, 1240289, 1240293, 1240272, 1240274, 1240275, 1244211, 1244216, 1244218, 1244201, 1244226, 1244202, 1244238, 1244203, 1240713, 1240714, 1244921, 1244913, 1244915, 1244917, 1244918, 1244919, 1239856, 1239857, 1239859, 1243855, 1243857, 1243859, 1245927, 1245928, 1245929, 1245930, 1245931, 1242662, 1242663, 1242664, 1242665, 1242666, 1242667, 1243607, 1243608, 1243609, 1243612, 1243613, 1242159, 1242162, 1242163, 1242151, 1242152, 1242153, 1242154, 1242157, 1245197, 1245198, 1245199, 1245200, 1245203, 1244588, 1244606, 1244607, 1244589, 1244590, 1244591, 1244592, 1244593, 1239058, 1239059, 1239060, 1239061, 1239885, 1239871, 1239873, 1239874, 1239876, 1241880, 1241871, 1241873, 1241874, 1241876, 1240676, 1240677, 1240678, 1242649, 1242633, 1242635, 1242636, 1242637, 1242638, 1242639, 1242640, 1242506, 1242508, 1242513, 1242498, 1242502, 1242503, 1242504, 1243277, 1243282, 1243285, 1243262, 1243264, 1243265, 1244115, 1244116, 1244107, 1244130, 1244110, 1244112, 1244113, 1241699, 1241700, 1241702, 1245882, 1245883, 1245885, 1243356, 1243347, 1243348, 1243349, 1243350, 1243351, 1243352, 1242982, 1242984, 1244003, 1244004, 1245073, 1245074, 1245075, 1245076, 1245814, 1245816, 1240018, 1240009, 1240011, 1240012, 1240665, 1240666, 1243846, 1243847, 1243848, 1243850, 1242681, 1242682, 1240638, 1240640, 1240641, 1240655, 1243623, 1243633, 1243624, 1243662, 1243628, 1243629, 1241472, 1241475, 1241462, 1241482, 1241520, 1241468, 1242654, 1242656, 1242658, 1242659, 1243328, 1243340, 1243317, 1243320, 1243321, 1243322, 1242170, 1242197, 1245838, 1245862, 1245824, 1245827, 1239326, 1239327, 1243157, 1243170, 1243172, 1243138, 1243185, 1243139, 1241282, 1241288, 1241289, 1241300, 1241306, 1241274, 1239902, 1239904, 1239914, 1239895, 1239934, 1239897, 1245250, 1245251, 1245253, 1245255, 1245238, 1245257, 1245239, 1245245, 1244077, 1244078, 1244080, 1244081, 1244082, 1240108, 1240109, 1240701, 1241093, 1241094, 1241088, 1241089, 1241090, 1240589, 1240599, 1240601, 1240603, 1240593, 1240596, 1240597, 1241950, 1241951, 1241952, 1242037, 1242039, 1239237, 1239240, 1239224, 1239226, 1239228, 1240174, 1240175, 1240176, 1245782, 1245773, 1245775, 1239066, 1239098, 1239068, 1239069, 1239123, 1242262, 1242271, 1242278, 1242293, 1242311, 1242256, 1242257, 1244444, 1244456, 1244461, 1244467, 1244449, 1239666, 1239656, 1239676, 1239686, 1239659, 1239713, 1244020, 1244012, 1244015, 1244017, 1244018, 1244019, 1239278, 1239281, 1239270, 1239272, 1239273, 1245179, 1245180, 1245181, 1245899, 1245892, 1240881, 1240884, 1240886, 1241821, 1241822, 1245794, 1245795, 1245796, 1242981, 1242971, 1242972, 1242974, 1242976, 1239334, 1239336, 1241794, 1241802, 1241787, 1241788, 1241790, 1240581, 1240573, 1240574, 1240575, 1240576, 1240580, 1239758, 1239749, 1239750, 1239751, 1239810, 1245275, 1245276, 1245277, 1245278, 1241157, 1241195, 1241159, 1244712, 1244713, 1244698, 1244729, 1244700, 1244751, 1244702, 1242567, 1242561, 1240742, 1240752, 1240760, 1240719, 1240720, 1240775, 1240723, 1242340, 1242344, 1242331, 1242358, 1242332, 1242335, 1242337, 1241828, 1241830, 1241832, 1239353, 1239357, 1239370, 1239347, 1239389, 1245743, 1245744, 1245745, 1245749, 1245750, 1244048, 1244053, 1244055, 1245208, 1245211, 1245212, 1245214, 1245216, 1245660, 1245661, 1245695, 1245665, 1245801, 1245804, 1245805, 1240112, 1240113, 1240114, 1240115, 1243992, 1243993, 1245190, 1245192, 1242779, 1242781, 1243616, 1243617, 1239244, 1239245, 1239246, 1239248, 1239416, 1239430, 1239434, 1239419, 1239420, 1239424, 1242708, 1242709, 1240169, 1240171, 1244935, 1244936, 1244937, 1244940, 1244941, 1240617, 1240618, 1242214, 1242215, 1242216, 1245554, 1245555, 1245272, 1245273, 1242714, 1242715, 1242717, 1245648, 1245649, 1245638, 1245640, 1245642, 1245645, 1245310, 1245299, 1245301, 1245303, 1245305, 1244350, 1244370, 1244379, 1244354, 1243921, 1243922, 1243924, 1241713, 1241714, 1245764, and 1245769. 
     
     
         135 . A soybean plant, comprising at least 3 haplotypes selected from the group consisting of haplotypes 1262140, 1263534, 1262082, 1262411, 1263994, 1264220, 1264704, 1262403, 1263084, 1264607, 1264076, 1262066, 1262410, 1264390, 1263544, 1263999, 1264257, 1261823, 1264702, 1264603, 1263717, 1264740, 1263391, 1262138, 1262086, 1264237, 1264188, 1264473, 1262143, 1261808, 1262894, 1264610, 1262441, 1264701, 1263533, 1262106, 1264638, 1264078, 1263993, 1262139, 1262984, 1263155, 1262487, 1263696, 1262884, 1264703, 1264551, 1264379, 1262220, and 1263150. 
     
     
         136 . A soybean plant of  claim 135 , comprising at least 3 haplotypes selected from the group consisting of haplotypes 1262140, 1263534, 1262082, 1262411, 1263994, 1264220, 1264704, 1262403, 1263084, and 1264607. 
     
     
         137 . A soybean plant of  claim 136 , comprising at least 3 haplotypes selected from the group consisting of haplotypes 1262140, 1263534, 1262082, 1262411, and 1263994. 
     
     
         138 . A soybean plant of  claim 135 , comprising at least 7 haplotypes selected from the group consisting of haplotypes 1262140, 1263534, 1262082, 1262411, 1263994, 1264220, 1264704, 1262403, 1263084, 1264607, 1264076, 1262066, 1262410, 1264390, 1263544, 1263999, 1264257, 1261823, 1264702, 1264603, 1263717, 1264740, 1263391, 1262138, 1262086, 1264237, 1264188, 1264473, 1262143, 1261808, 1262894, 1264610, 1262441, 1264701, 1263533, 1262106, 1264638, 1264078, 1263993, 1262139, 1262984, 1263155, 1262487, 1263696, 1262884, 1264703, 1264551, 1264379, 1262220, and 1263150. 
     
     
         139 . A soybean plant of  claim 138 , comprising at least 7 haplotypes selected from the group consisting of haplotypes 1262140, 1263534, 1262082, 1262411, 1263994, 1264220, 1264704, 1262403, 1263084, 1264607, 1264076, 1262066, 1262410, 1264390, 1263544, 1263999, 1264257, 1261823, 1264702, 1264603, 1263717, 1264740, 1263391, 1262138, 1262086, 1264237, 1264188, 1264473, 1262143, 1261808, 1262894, 1264610, 1262441, 1264701, 1263533, 1262106, 1264638, 1264078, 1263993, and 1262139. 
     
     
         140 . A soybean plant of  claim 139 , comprising at least 7 haplotypes selected from the group consisting of haplotypes 1262140, 1263534, 1262082, 1262411, 1263994, 1264220, 1264704, 1262403, 1263084, 1264607, 1264076, 1262066, 1262410, 1264390, 1263544, 1263999, 1264257, 1261823, 1264702, 1264603, 1263717, 1264740, 1263391, 1262138, 1262086, 1264237, 1264188, 1264473, 1262143, and 1261808. 
     
     
         141 . A soybean plant of  claim 140 , comprising at least 7 haplotypes selected from the group consisting of haplotypes 1262140, 1263534, 1262082, 1262411, 1263994, 1264220, 1264704, 1262403, 1263084, 1264607, 1264076, 1262066, 1262410, 1264390, 1263544, 1263999, 1264257, 1261823, 1264702, and 1264603. 
     
     
         142 . A soybean plant, comprising at least 5 haplotypes selected from the group consisting of haplotypes 1264608, 1264243, 1263532, 1262142, 1262081, 1261912, 1264707, 1262065, 1261923, 1262490, 1264754, 1263996, 1262494, 1263165, 1263627, 1261816, 1263168, 1263703, 1262321, 1262761, 1263984, 1262316, 1264739, 1264239, 1263708, 1263709, 1264232, 1263296, 1262407, 1264226, 1264755, 1263710, 1262883, 1264587, 1264737, 1262704, 1262428, 1264081, 1264726, 1264748, 1263161, 1262324, 1263299, 1263535, 1261807, 1262329, 1263317, 1262962, 1263779, and 1263645. 
     
     
         143 . A soybean plant of  claim 142 , comprising at least 5 haplotypes selected from the group consisting of haplotypes 1264608, 1264243, 1263532, 1262142, 1262081, 1261912, 1264707, 1262065, 1261923, 1262490, 1264754, 1263996, 1262494, 1263165, 1263627, 1261816, 1263168, 1263703, 1262321, 1262761. 
     
     
         144 . A soybean plant of  claim 143 , comprising at least 5 haplotypes selected from the group consisting of haplotypes 1264608, 1264243, 1263532, 1262142, 1262081, 1261912, 1264707, 1262065, 1261923, and 1262490. 
     
     
         145 . A soybean plant of  claim 144 , comprising at least 5 haplotypes selected from the group consisting of haplotypes 1264608, 1264243, 1263532, 1262142, and 1262081. 
     
     
         146 . A soybean plant of  claim 140 , comprising at least 8 haplotypes selected from the group consisting of haplotypes 1264608, 1264243, 1263532, 1262142, 1262081, 1261912, 1264707, 1262065, 1261923, 1262490, 1264754, 1263996, 1262494, 1263165, 1263627, 1261816, 1263168, 1263703, 1262321, 1262761, 1263984, 1262316, 1264739, 1264239, 1263708, 1263709, 1264232, 1263296, 1262407, 1264226, 1264755, 1263710, 1262883, 1264587, 1264737, 1262704, 1262428, 1264081, 1264726, 1264748, 1263161, 1262324, 1263299, 1263535, 1261807, 1262329, 1263317, 1262962, 1263779, and 1263645. 
     
     
         147 . A soybean plant of  claim 146 , comprising at least 8 haplotypes selected from the group consisting of haplotypes 1264608, 1264243, 1263532, 1262142, 1262081, 1261912, 1264707, 1262065, 1261923, 1262490, 1264754, 1263996, 1262494, 1263165, 1263627, 1261816, 1263168, 1263703, 1262321, 1262761, 1263984, 1262316, 1264739, 1264239, 1263708, 1263709, 1264232, 1263296, 1262407, and 1264226. 
     
     
         148 . A soybean plant of  claim 140 , comprising at least 11 haplotypes selected from the group consisting of haplotypes 1264608, 1264243, 1263532, 1262142, 1262081, 1261912, 1264707, 1262065, 1261923, 1262490, 1264754, 1263996, 1262494, 1263165, 1263627, 1261816, 1263168, 1263703, 1262321, 1262761, 1263984, 1262316, 1264739, 1264239, 1263708, 1263709, 1264232, 1263296, 1262407, 1264226, 1264755, 1263710, 1262883, 1264587, 1264737, 1262704, 1262428, 1264081, 1264726, 1264748, 1263161, 1262324, 1263299, 1263535, 1261807, 1262329, 1263317, 1262962, 1263779, and 1263645. 
     
     
         149 . A soybean plant of  claim 148 , comprising at least 11 haplotypes selected from the group consisting of haplotypes 1264608, 1264243, 1263532, 1262142, 1262081, 1261912, 1264707, 1262065, 1261923, 1262490, 1264754, 1263996, 1262494, 1263165, 1263627, 1261816, 1263168, 1263703, 1262321, 1262761, 1263984, 1262316, 1264739, 1264239, 1263708, 1263709, 1264232, 1263296, 1262407, 1264226, 1264755, 1263710, 1262883, 1264587, 1264737, 1262704, 1262428, 1264081, 1264726, and 1264748. 
     
     
         150 . A soybean plant, comprising at least 3 haplotypes selected from the group consisting of haplotypes 1262671, 1264471, 1261887, 1262675, 1264287, 1262108, 1264282, 1264608, 1263477, 1264236, 1263866, 1263843, 1262099, 1263848, 1263833, 1263695, 1262837, 1263710, 1264309, 1261807, 1264240, 1264189, 1263604, 1261923, 1264298, 1262239, 1262132, 1263161, 1264265, 1264564, 1263138, 1263173, 1264232, 1262678, 1264785, 1264250, 1262081, 1262989, 1264527, 1263535, 1264825, 1264075, 1262581, 1262491, 1263921, 1262823, 1263455, 1262551, 1262787, and 1264754. 
     
     
         151 . A soybean plant of  claim 150 , comprising at least 3 haplotypes selected from the group consisting of haplotypes 1262671, 1264471, 1261887, 1262675, and 1264287. 
     
     
         152 . A soybean plant of  claim 150 , comprising at least 5 haplotypes selected from the group consisting of haplotypes 1262671, 1264471, 1261887, 1262675, 1264287, 1262108, 1264282, 1264608, 1263477, 1264236, 1263866, 1263843, 1262099, 1263848, 1263833, 1263695, 1262837, 1263710, 1264309, 1261807, 1264240, 1264189, 1263604, 1261923, 1264298, 1262239, 1262132, 1263161, 1264265, 1264564, 1263138, 1263173, 1264232, 1262678, 1264785, 1264250, 1262081, 1262989, 1264527, 1263535, 1264825, 1264075, 1262581, 1262491, 1263921, 1262823, 1263455, 1262551, 1262787, and 1264754. 
     
     
         153 . A soybean plant of  claim 152 , comprising at least 5 haplotypes selected from the group consisting of haplotypes 1262671, 1264471, 1261887, 1262675, 1264287, 1262108, 1264282, 1264608, 1263477, and 1264236. 
     
     
         154 . A soybean plant of  claim 150 , comprising at least 7 haplotypes selected from the group consisting of haplotypes 1262671, 1264471, 1261887, 1262675, 1264287, 1262108, 1264282, 1264608, 1263477, 1264236, 1263866, 1263843, 1262099, 1263848, 1263833, 1263695, 1262837, 1263710, 1264309, 1261807, 1264240, 1264189, 1263604, 1261923, 1264298, 1262239, 1262132, 1263161, 1264265, 1264564, 1263138, 1263173, 1264232, 1262678, 1264785, 1264250, 1262081, 1262989, 1264527, 1263535, 1264825, 1264075, 1262581, 1262491, 1263921, 1262823, 1263455, 1262551, 1262787, and 1264754. 
     
     
         155 . A soybean plant of  claim 154 , comprising at least 7 haplotypes selected from the group consisting of haplotypes 1262671, 1264471, 1261887, 1262675, 1264287, 1262108, 1264282, 1264608, 1263477, 1264236, 1263866, 1263843, 1262099, 1263848, 1263833, 1263695, 1262837, 1263710, 1264309, and 1261807. 
     
     
         156 . A soybean plant of  claim 150 , comprising at least 9 haplotypes selected from the group consisting of haplotypes 1262671, 1264471, 1261887, 1262675, 1264287, 1262108, 1264282, 1264608, 1263477, 1264236, 1263866, 1263843, 1262099, 1263848, 1263833, 1263695, 1262837, 1263710, 1264309, 1261807, 1264240, 1264189, 1263604, 1261923, 1264298, 1262239, 1262132, 1263161, 1264265, 1264564, 1263138, 1263173, 1264232, 1262678, 1264785, 1264250, 1262081, 1262989, 1264527, 1263535, 1264825, 1264075, 1262581, 1262491, 1263921, 1262823, 1263455, 1262551, 1262787, and 1264754. 
     
     
         157 . A soybean plant of  claim 156 , comprising at least 9 haplotypes selected from the group consisting of haplotypes 1262671, 1264471, 1261887, 1262675, 1264287, 1262108, 1264282, 1264608, 1263477, 1264236, 1263866, 1263843, 1262099, 1263848, 1263833, 1263695, 1262837, 1263710, 1264309, 1261807, 1264240, 1264189, 1263604, 1261923, 1264298, 1262239, 1262132, 1263161, 1264265, and 1264564. 
     
     
         158 . A soybean plant of  claim 150 , comprising at least 11 haplotypes selected from the group consisting of haplotypes 1262671, 1264471, 1261887, 1262675, 1264287, 1262108, 1264282, 1264608, 1263477, 1264236, 1263866, 1263843, 1262099, 1263848, 1263833, 1263695, 1262837, 1263710, 1264309, 1261807, 1264240, 1264189, 1263604, 1261923, 1264298, 1262239, 1262132, 1263161, 1264265, 1264564, 1263138, 1263173, 1264232, 1262678, 1264785, 1264250, 1262081, 1262989, 1264527, 1263535, 1264825, 1264075, 1262581, 1262491, 1263921, 1262823, 1263455, 1262551, 1262787, and 1264754. 
     
     
         159 . A soybean plant of  claim 158 , comprising at least 11 haplotypes selected from the group consisting of haplotypes 1262671, 1264471, 1261887, 1262675, 1264287, 1262108, 1264282, 1264608, 1263477, 1264236, 1263866, 1263843, 1262099, 1263848, 1263833, 1263695, 1262837, 1263710, 1264309, 1261807, 1264240, 1264189, 1263604, 1261923, 1264298, 1262239, 1262132, 1263161, 1264265, 1264564, 1263138, 1263173, 1264232, 1262678, 1264785, 1264250, 1262081, 1262989, 1264527, and 1263535. 
     
     
         160 . A soybean plant of  claim 150 , comprising at least 14 haplotypes selected from the group consisting of haplotypes 1262671, 1264471, 1261887, 1262675, 1264287, 1262108, 1264282, 1264608, 1263477, 1264236, 1263866, 1263843, 1262099, 1263848, 1263833, 1263695, 1262837, 1263710, 1264309, 1261807, 1264240, 1264189, 1263604, 1261923, 1264298, 1262239, 1262132, 1263161, 1264265, 1264564, 1263138, 1263173, 1264232, 1262678, 1264785, 1264250, 1262081, 1262989, 1264527, 1263535, 1264825, 1264075, 1262581, 1262491, 1263921, 1262823, 1263455, 1262551, 1262787, and 1264754. 
     
     
         161 . A soybean plant, comprising at least 4 haplotypes selected from the group consisting of haplotypes 1264471, 1262675, 1263161, 1264608, 1264287, 1263710, 1264226, 1262136, 1262081, 1263532, 1262678, 1264281, 1264250, 1264296, 1262099, 1263031, 1263697, 1264280, 1263996, 1264292, 1262494, 1264223, 1264243, 1262146, 1262108, 1262240, 1264585, 1264251, 1261887, 1262246, 1262490, 1261807, 1263352, 1263866, 1262426, 1263478, 1262568, 1262912, 1264843, 1262523, 1264282, 1261923, 1262065, 1262671, 1261917, 1263477, 1263318, 1264167, 1264316, and 1263364. 
     
     
         162 . A soybean plant of  claim 161 , comprising at least 4 haplotypes selected from the group consisting of haplotypes 1264471, 1262675, 1263161, 1264608, and 1264287. 
     
     
         163 . A soybean plant of  claim 161 , comprising at least 5 haplotypes selected from the group consisting of haplotypes 1264471, 1262675, 1263161, 1264608, 1264287, 1263710, 1264226, 1262136, 1262081, 1263532, 1262678, 1264281, 1264250, 1264296, 1262099, 1263031, 1263697, 1264280, 1263996, 1264292, 1262494, 1264223, 1264243, 1262146, 1262108, 1262240, 1264585, 1264251, 1261887, 1262246, 1262490, 1261807, 1263352, 1263866, 1262426, 1263478, 1262568, 1262912, 1264843, 1262523, 1264282, 1261923, 1262065, 1262671, 1261917, 1263477, 1263318, 1264167, 1264316, and 1263364. 
     
     
         164 . A soybean plant of  claim 163 , comprising at least 5 haplotypes selected from the group consisting of haplotypes 1264471, 1262675, 1263161, 1264608, 1264287, 1263710, 1264226, 1262136, 1262081, and 1263532. 
     
     
         165 . A soybean plant of  claim 161 , comprising at least 7 haplotypes selected from the group consisting of haplotypes 1264471, 1262675, 1263161, 1264608, 1264287, 1263710, 1264226, 1262136, 1262081, 1263532, 1262678, 1264281, 1264250, 1264296, 1262099, 1263031, 1263697, 1264280, 1263996, 1264292, 1262494, 1264223, 1264243, 1262146, 1262108, 1262240, 1264585, 1264251, 1261887, 1262246, 1262490, 1261807, 1263352, 1263866, 1262426, 1263478, 1262568, 1262912, 1264843, 1262523, 1264282, 1261923, 1262065, 1262671, 1261917, 1263477, 1263318, 1264167, 1264316, and 1263364. 
     
     
         166 . A soybean plant of  claim 165 , comprising at least 7 haplotypes selected from the group consisting of haplotypes 1264471, 1262675, 1263161, 1264608, 1264287, 1263710, 1264226, 1262136, 1262081, 1263532, 1262678, 1264281, 1264250, 1264296, 1262099, 1263031, 1263697, 1264280, 1263996, and 1264292. 
     
     
         167 . A soybean plant of  claim 161 , comprising at least 9 haplotypes selected from the group consisting of haplotypes 1264471, 1262675, 1263161, 1264608, 1264287, 1263710, 1264226, 1262136, 1262081, 1263532, 1262678, 1264281, 1264250, 1264296, 1262099, 1263031, 1263697, 1264280, 1263996, 1264292, 1262494, 1264223, 1264243, 1262146, 1262108, 1262240, 1264585, 1264251, 1261887, 1262246, 1262490, 1261807, 1263352, 1263866, 1262426, 1263478, 1262568, 1262912, 1264843, 1262523, 1264282, 1261923, 1262065, 1262671, 1261917, 1263477, 1263318, 1264167, 1264316, and 1263364. 
     
     
         168 . A soybean plant of  claim 167 , comprising at least 9 haplotypes selected from the group consisting of haplotypes 1264471, 1262675, 1263161, 1264608, 1264287, 1263710, 1264226, 1262136, 1262081, 1263532, 1262678, 1264281, 1264250, 1264296, 1262099, 1263031, 1263697, 1264280, 1263996, 1264292, 1262494, 1264223, 1264243, 1262146, 1262108, 1262240, 1264585, 1264251, 1261887, and 1262246. 
     
     
         169 . A soybean plant of  claim 161 , comprising at least 11 haplotypes selected from the group consisting of haplotypes 1264471, 1262675, 1263161, 1264608, 1264287, 1263710, 1264226, 1262136, 1262081, 1263532, 1262678, 1264281, 1264250, 1264296, 1262099, 1263031, 1263697, 1264280, 1263996, 1264292, 1262494, 1264223, 1264243, 1262146, 1262108, 1262240, 1264585, 1264251, 1261887, 1262246, 1262490, 1261807, 1263352, 1263866, 1262426, 1263478, 1262568, 1262912, 1264843, 1262523, 1264282, 126.1923, 1262065, 1262671, 1261917, 1263477, 1263318, 1264167, 1264316, and 1263364. 
     
     
         170 . A soybean plant of  claim 169 , comprising at least 11 haplotypes selected from the group consisting of haplotypes 1264471, 1262675, 1263161, 1264608, 1264287, 1263710, 1264226, 1262136, 1262081, 1263532, 1262678, 1264281, 1264250, 1264296, 1262099, 1263031, 1263697, 1264280, 1263996, 1264292, 1262494, 1264223, 1264243, 1262146, 1262108, 1262240, 1264585, 1264251, 1261887, 1262246, 1262490, 1261807, 1263352, 1263866, 1262426, 1263478, 1262568, 1262912, 1264843, and 1262523. 
     
     
         171 . A soybean plant of  claim 161 , comprising at least 12 haplotypes selected from the group consisting of haplotypes 1264471, 1262675, 1263161, 1264608, 1264287, 1263710, 1264226, 1262136, 1262081, 1263532, 1262678, 1264281, 1264250, 1264296, 1262099, 1263031, 1263697, 1264280, 1263996, 1264292, 1262494, 1264223, 1264243, 1262146, 1262108, 1262240, 1264585, 1264251, 1261887, 1262246, 1262490, 1261807, 1263352, 1263866, 1262426, 1263478, 1262568, 1262912, 1264843, 1262523, 1264282, 1261923, 1262065, 1262671, 1261917, 1263477, 1263318, 1264167, 1264316, and 1263364. 
     
     
         172 . A soybean plant, comprising at least one haplotype that is preferred for a yield-plant height ratio that is greater than 3 or negative, wherein yield is positive and plant height is negative. 
     
     
         173 . A soybean plant of  claim 172 , comprising at least 98 haplotypes selected from the group, consisting of haplotypes 1261747, 1261748, 1261750, 1261751, 1261757, 1261765, 1261769, 1261778, 1261782, 1261783, 1261791, 1261800, 1261801, 1261802, 1261803, 1261808, 1261810, 1261814, 1261818, 1261819, 1261822, 1261823, 1261836, 1261837, 1261840, 1261849, 1261857, 1261858, 1261863, 1261867, 1261872, 1261877, 1261881, 1261883, 1261910, 1261915, 1261916, 1261918, 1261919, 1261920, 1261926, 1261931, 1261944, 1261948, 1261949, 1261952, 1261963, 1261987, 1261988, 1261992, 1261993, 1261997, 1262002, 1262004, 1262007, 1262010, 1262017, 1262021, 1262022, 1262026, 1262032, 1262039, 1262040, 1262047, 1262068, 1262070, 1262086, 1262088, 1262097, 1262098, 1262106, 1262109, 1262110, 1262132, 1262134, 1262135, 1262142, 1262152, 1262217, 1262218, 1262222, 1262223, 1262239, 1262255, 1262256, 1262258, 1262260, 1262262, 1262268, 1262270, 1262271, 1262276, 1262279, 1262286, 1262312, 1262313, 1262314, 1262315, 1262316, 1262320, 1262323, 1262324, 1262325, 1262326, 1262342, 1262351, 1262352, 1262355, 1262356, 1262357, 1262365, 1262366, 1262371, 1262376, 1262380, 1262383, 1262384, 1262390, 1262391, 1262394, 1262397, 1262404, 1262406, 1262407, 1262410, 1262411, 1262420, 1262426, 1262428, 1262430, 1262447, 1262451, 1262452, 1262465, 1262477, 1262478, 1262479, 1262480, 1262490, 1262495, 1262506, 1262508, 1262510, 1262511, 1262512, 1262520, 1262522, 1262524, 1262527, 1262528, 1262529, 1262530, 1262531, 1262533, 1262534, 1262536, 1262540, 1262543, 1262549, 1262550, 1262551, 1262563, 1262569, 1262575, 1262587, 1262623, 1262626, 1262627, 1262629, 1262633, 1262641, 1262642, 1262646, 1262675, 1262681, 1262685, 1262695, 1262696, 1262698, 1262725, 1262726, 1262727, 1262728, 1262737, 1262743, 1262745, 1262746, 1262749, 1262751, 1262753, 1262763, 1262766, 1262767, 1262773, 1262774, 1262778, 1262781, 1262787, 1262790, 1262791, 1262793, 1262794, 1262803, 1262806, 1262810, 1262811, 1262814, 1262822, 1262824, 1262825, 1262828, 1262829, 1262830, 1262839, 1262840, 1262845, 1262849, 1262865, 1262868, 1262869, 1262877, 1262881, 1262882, 1262883, 1262884, 1262887, 1262888, 1262892, 1262893, 1262894, 1262899, 1262901, 1262909, 1262910, 1262912, 1262915, 1262952, 1262954, 1262961, 1262962, 1262981, 1262985, 1262987, 1262988, 1262989, 1262991, 1262993, 1263004, 1263005, 1263008, 1263014, 1263015, 1263016, 1263017, 1263021, 1263022, 1263029, 1263030, 1263031, 1263041, 1263043, 1263044, 1263045, 1263048, 1263053, 1263054, 1263061, 1263063, 1263064, 1263067, 1263071, 1263072, 1263078, 1263079, 1263084, 1263087, 1263088, 1263091, 1263100, 1263102, 1263103, 1263104, 1263107, 1263108, 1263110, 1263111, 1263115, 1263120, 1263124, 1263128, 1263129, 1263131, 1263132, 1263133, 1263134, 1263135, 1263137, 1263139, 1263140, 1263142, 1263143, 1263170, 1263172, 1263173, 1263178, 1263182, 1263183, 1263184, 1263185, 1263209, 1263210, 1263225, 1263228, 1263233, 1263234, 1263236, 1263240, 1263242, 1263243, 1263244, 1263247, 1263248, 1263265, 1263271, 1263273, 1263274, 1263281, 1263283, 1263285, 1263286, 1263287, 1263288, 1263291, 1263296, 1263299, 1263304, 1263306, 1263309, 1263310, 1263314, 1263315, 1263319, 1263320, 1263323, 1263325, 1263370, 1263371, 1263377, 1263381, 1263386, 1263392, 1263397, 1263402, 1263405, 1263406, 1263418, 1263419, 1263421, 1263423, 1263425, 1263428, 1263434, 1263454, 1263455, 1263464, 1263472, 1263475, 1263477, 1263499, 1263500, 1263504, 1263505, 1263509, 1263510, 1263511, 1263515, 1263543, 1263544, 1263545, 1263546, 1263550, 1263553, 1263560, 1263589, 1263593, 1263603, 1263604, 1263606, 1263608, 1263620, 1263632, 1263633, 1263642, 1263645, 1263647, 1263649, 1263650, 1263652, 1263657, 1263660, 1263661, 1263662, 1263665, 1263667, 1263669, 1263674, 1263675, 1263678, 1263680, 1263681, 1263682, 1263701, 1263709, 1263711, 1263712, 1263715, 1263716, 1263718, 1263720, 1263721, 1263725, 1263727, 1263728, 1263731, 1263732, 1263738, 1263742, 1263744, 1263745, 1263746, 1263774, 1263775, 1263776, 1263781, 1263782, 1263786, 1263804, 1263805, 1263806, 1263810, 1263811, 1263812, 1263813, 1263814, 1263815, 1263820, 1263823, 1263825, 1263831, 1263832, 1263834, 1263842, 1263843, 1263849, 1263866, 1263871, 1263874, 1263894, 1263895, 1263898, 1263899, 1263906, 1263908, 1263911, 1263913, 1263915, 1263966, 1263967, 1263968, 1263969, 1263970, 1263974, 1263976, 1263984, 1263992, 1263994, 1264016, 1264018, 1264020, 1264022, 1264028, 1264050, 1264055, 1264058, 1264060, 1264064, 1264067, 1264068, 1264069, 1264070, 1264071, 1264072, 1264075, 1264077, 1264078, 1264079, 1264080, 1264084, 1264091, 1264097, 1264111, 1264115, 1264123, 1264124, 1264149, 1264150, 1264161, 1264163, 1264164, 1264183, 1264184, 1264185, 1264188, 1264189, 1264190, 1264191, 1264194, 1264195, 1264197, 1264202, 1264204, 1264209, 1264215, 1264217, 1264223, 1264236, 1264237, 1264247, 1264249, 1264261, 1264265, 1264268, 1264272, 1264278, 1264281, 1264282, 1264285, 1264287, 1264290, 1264293, 1264298, 1264300, 1264301, 1264302, 1264308, 1264314, 1264316, 1264331, 1264332, 1264336, 1264339, 1264350, 1264351, 1264362, 1264364, 1264366, 1264370, 1264371, 1264374, 1264376, 1264377, 1264379, 1264382, 1264383, 1264390, 1264391, 1264392, 1264398, 1264401, 1264403, 1264404, 1264407, 1264408, 1264413, 1264415, 1264439, 1264441, 1264446, 1264447, 1264448, 1264451, 1264452, 1264458, 1264459, 1264460, 1264463, 1264464, 1264466, 1264468, 1264478, 1264483, 1264484, 1264485, 1264493, 1264494, 1264529, 1264531, 1264537, 1264540, 1264543, 1264548, 1264550, 1264551, 1264552, 1264554, 1264556, 1264557, 1264558, 1264589, 1264592, 1264597, 1264599, 1264601, 1264624, 1264634, 1264635, 1264643, 1264646, 1264648, 1264659, 1264699, 1264700, 1264701, 1264704, 1264716, 1264737, 1264738, 1264740, 1264743, 1264744, 1264748, 1264754, 1264757, 1264766, 1264768, 1264775, 1264776, 1264777, 1264786, 1264788, 1264789, 1264792, 1264793, 1264795, 1264799, 1264801, 1264802, 1264844, 1264913, 1264919, 1264920, 1264921 1264922, 1264924, 1264930, 1264932, 1264935, 1264937, 1264938, 1264939, 1264942, 1264943, 1264950, 1264953, 1264954, and 1264955. 
     
     
         174 . A soybean plant, comprising at least one haplotype that is preferred for a yield-maturity ratio that is greater than 3 or negative, wherein yield is positive and maturity is negative. 
     
     
         175 . A soybean plant of  claim 174 , comprising at least 64 haplotypes selected from the group consisting of haplotypes 1261748, 1261751, 1261753, 1261765, 1261766, 1261769, 1261791, 1261793, 1261794, 1261805, 1261810, 1261818, 1261819, 1261823, 1261837, 1261839, 1261857, 1261858, 1261863, 1261864, 1261867, 1261872, 1261877, 1261890, 1261892, 1261895, 1261896, 1261910, 1261911, 1261916, 1261920, 1261926, 1261929, 1261931, 1261933, 1261942, 1261943, 1261947, 1261948, 1261949, 1261955, 1261961, 1261968, 1261991, 1261993, 1261997, 1262040, 1262084, 1262087, 1262094, 1262099, 1262105, 1262107, 1262109, 1262110, 1262132, 1262133, 1262134, 1262140, 1262151, 1262181, 1262183, 1262189, 1262190, 1262202, 1262208, 1262222, 1262223, 1262239, 1262241, 1262255, 1262257, 1262259, 1262261, 1262262, 1262263, 1262268, 1262276, 1262279, 1262286, 1262312, 1262315, 1262317, 1262320, 1262325, 1262326, 1262331, 1262333, 1262335, 1262342, 1262383, 1262384, 1262385, 1262388, 1262389, 1262390, 1262391, 1262393, 1262397, 1262401, 1262404, 1262405, 1262409, 1262410, 1262411, 1262412, 1262415, 1262420, 1262426, 1262440, 1262447, 1262450, 1262451, 1262452, 1262453, 1262457, 1262465, 1262480, 1262490, 1262495, 1262505, 1262506, 1262509, 1262510, 1262517, 1262520, 1262522, 1262524, 1262549, 1262550, 1262553, 1262573, 1262575, 1262587, 1262617, 1262618, 1262619, 1262620, 1262622, 1262623, 1262626, 1262628, 1262632, 1262633, 1262634, 1262636, 1262642, 1262646, 1262656, 1262726, 1262728, 1262747, 1262751, 1262753, 1262763, 1262766, 1262767, 1262773, 1262783, 1262787, 1262789, 1262794, 1262796, 1262798, 1262799, 1262807, 1262810, 1262814, 1262822, 1262824, 1262825, 1262829, 1262830, 1262840, 1262845, 1262864, 1262868, 1262876, 1262877, 1262881, 1262882, 1262888, 1262893, 1262899, 1262907, 1262911, 1262914, 1262916, 1262917, 1262953, 1262959, 1262960, 1263014, 1263015, 1263016, 1263017, 1263027, 1263028, 1263029, 1263040, 1263041, 1263043, 1263046, 1263048, 1263067, 1263068, 1263069, 1263079, 1263084, 1263093, 1263102, 1263103, 1263108, 1263111, 1263113, 1263115, 1263120, 1263121, 1263129, 1263131, 1263133, 1263134, 1263139, 1263140, 1263152, 1263157, 1263165, 1263168, 1263169, 1263170, 1263172, 1263173, 1263174, 1263182, 1263183, 1263191, 1263206, 1263207, 1263234, 1263240, 1263242, 1263245, 1263246, 1263273, 1263274, 1263283, 1263285, 1263287, 1263289, 1263297, 1263304, 1263310, 1263315, 1263323, 1263329, 1263371, 1263377, 1263386, 1263396, 1263397, 1263403, 1263419, 1263421, 1263428, 1263434, 1263454, 1263455, 1263472, 1263474, 1263477, 1263499, 1263504, 1263509, 1263510, 1263511, 1263515, 1263537, 1263539, 1263543, 1263545, 1263552, 1263555, 1263560, 1263589, 1263594, 1263597, 1263603, 1263604, 1263606, 1263608, 1263611, 1263624, 1263630, 1263631, 1263636, 1263640, 1263641, 1263644, 1263647, 1263649, 1263652, 1263662, 1263665, 1263672, 1263696, 1263711, 1263715, 1263716, 1263719, 1263721, 1263722, 1263723, 1263727, 1263744, 1263746, 1263810, 1263811, 1263812, 1263814, 1263815, 1263832, 1263834, 1263836, 1263843, 1263848, 1263849, 1263854, 1263866, 1263907, 1263910, 1263912, 1263913, 1263918, 1263921, 1263924, 1263966, 1263973, 1263983, 1263984, 1263993, 1264033, 1264034, 1264049, 1264055, 1264060, 1264064, 1264072, 1264077, 1264078, 1264084, 1264089, 1264090, 1264094, 1264111, 1264123, 1264148, 1264150, 1264152, 1264153, 1264155, 1264160, 1264161, 1264164, 1264176, 1264177, 1264178, 1264182, 1264183, 1264188, 1264189, 1264190, 1264191, 1264193, 1264194, 1264195, 1264199, 1264201, 1264202, 1264206, 1264222, 1264223, 1264225, 1264239, 1264240, 1264244, 1264247, 1264254, 1264257, 1264261, 1264265, 1264268, 1264272, 1264278, 1264282, 1264286, 1264289, 1264290, 1264295, 1264296, 1264298, 1264300, 1264303, 1264308, 1264311, 1264331, 1264332, 1264333, 1264338, 1264339, 1264377, 1264383, 1264392, 1264400, 1264405, 1264415, 1264441, 1264445, 1264446, 1264447, 1264448, 1264460, 1264464, 1264468, 1264478, 1264480, 1264481, 1264482, 1264484, 1264490, 1264532, 1264533, 1264538, 1264539, 1264543, 1264550, 1264552, 1264588, 1264597, 1264599, 1264601, 1264636, 1264642, 1264643, 1264646, 1264658, 1264693, 1264707, 1264710, 1264729, 1264738, 1264743, 1264746, 1264748, 1264754, 1264755, 1264757, 1264766, 1264768, 1264771, 1264777, 1264782, 1264787, 1264788, 1264789, 1264802, 1264848, 1264849, 1264851, 1264853, 1264856, 1264857, 1264858, 1264860, 1264869, 1264874, 1264877, 1264883, 1264904, 1264910, 1264913, 1264919, 1264924, 1264930, 1264934, 1264937, 1264939, 1264947, 1264953, 1264955, and 1264956, wherein the haplotypes are preferred haplotypes for a yield-maturity ratio that is greater than 5 or negative, wherein yield is positive and maturity is negative.