[1]Qutob D, Ma F, Peterson C A, et al. Structural and permeability properties of the soybean seed coat[J]. Botany, 2008, 86(3): 219-227.[2]Le B H, Wagmaister J A, Kawashima T, et al. Using genomics to study legume seed development[J]. Plant Physiology, 2007, 144(2): 562-574.
[3]Moise J A, Han S, Gudynaite-Savitch L, et al. Seed coats: Structure, development, composition, and biotechnology[J].In VitroCellular & Developmental Biology-Plant, 2005, 41(5): 620-644.
[4]丁然. 基于随机森林大豆籽粒外观品质识别系统的设计与实现[D]. 哈尔滨: 东北农业大学, 2015.(Ding R. Design and implementation of a random forest soybean seed appearance quality recognition system[D]. Harbin: Northeast Agricultural University, 2015.)
[5]Shelar V R, Shaikh R S, Nikam A S. Soybean seed quality during storage: A review[J]. Agricultural Reviews, 2008, 29(2):125-131.
[6]Haughn G, Chaudhury A. Genetic analysis of seed coat development inArabidopsis[J]. Trends in Plant Science, 2005, 10(10): 472-477.
[7]Dinah Q, Fengshan M, Carol A P, et al. Structural and perm-eability properties of the soybean seed coat[J]. Botany, 2008, 86(3): 219-227.
[8]弭忠祥, 赵小钒, 胡宝忠, 等. 大豆种子发育阶段种皮细胞壁表面糖蛋白的变化[J]. 大豆科学, 1999,18(1): 18-22.(Mi Z X, Zhao X H, Hu B Z, et al. Changes of glycoproteins on the surface of seed coat cells in soybean seed development stage[J]. Soybean Science, 1999,18(1):18-22.)
[9]Figueiredo D D, Khler C. Signalling events regulating seed coat development[J]. Biochemical Society Transactions, 2014, 42(2): 358-363.
[10]Radehuk V, Judmilla B L. Physical metabolic and developmental functions of the seed coat[J]. Frontiers in Plant Science, 2014, 5: 1-17.
[11]Yaklich R W, Barla-Szabo G. Seed coat cracking in soybean[J]. Crop Science, 1993, 33(5): 1016-1019.
[12]Nakamura T, Yang D, Kalaiselvi S, et al. Genetic analysis of net-like cracking in soybean seed coats[J]. Euphytica, 2003, 133(2): 179-184.
[13]李兴军. 豆类种皮的成分与功能[J]. 粮食科技与经济, 2010, 35(2): 39-42.(Li X J, Composition and function of legume seed coat [J]. Food Science and Technology and Economy, 2010, 35(2): 39-42.)
[14]Lisker N, Ben-Efraim A, Henis Y. Fungi growing on stored soybeans and their significance in lipid breakdown[J]. Annals of Applied Biology, 2008, 107(1): 117-126.
[15]Wolf W J, Baker F L, Bernard R L. Soybean seed-coat structural features: Pits, deposits and cracks[J]. Scann Electron Microsc, 1981, 3: 531-544.
[16]Yakl,R W, 何文安. 大豆种皮破裂研究[J]. 国外农学: 油料作物, 1995, 1: 34-36. (Yakl, R W, He W A. The research of soybean seed coat crack[J]. Foreign Agronomy: Oil Crops, 1995, 1: 34-36.)
[17]王亚琪, 简朴, 费云燕, 等. 大豆2个种皮不完整突变体的形态特点与遗传分析[J]. 核农学报, 2017, 31(4): 621-626. (Wang Y Q, Jian P, Fei Y Y,et al. Morphological characters and inheritance of incomplete seed coat in two induced soybean mutants[J]. Journal of Nuclear Agricultural Sciences, 2017, 31 (4): 621-626.)
[18]傅蒙蒙, 王燕平, 任海祥, 等. 东北春大豆籽粒性状的生态特性分析[J]. 大豆科学, 2016, 35(5): 705-716. (Fu M M, Wang Y P, Ren H X, et al. Analysis of ecological characteristics of spring soybean grain traits in northeast China[J]. Soybean Science, 2016, 35 (5): 705-716.)
[19]Oyoo M E, Benitez E R, Matsumura H, et al. QTL analysis of seed coat cracking in soybean[J]. Crop Science, 2010, 50(4): 1230-1235.
[20]Oyoo M E, Githiri S M, Benitez E R, et al. QTL analysis of net-like cracking in soybean seed coats[J]. Breeding Science, 2010, 60(1): 28-33.
[21]Song J, Guo Y, Yu L J, et al. Progress in genes related to seed-coat color in soybean[J]. Genetic, 2012, 34(6): 687-694.
[22]Senda M, Kurauchi T, Kasai A, et al. Suppressive mechanism of seed coat pigmentation in yellow soybean[J]. Breeding Science, 2012, 61(5): 523-530.
[23]Matsumura H, Liu B, Abe J, et al. AFLP mapping of soybean maturity gene E4[J]. Journal of Heredity, 2008, 99(2): l93-l97.
[24]Yamaguchi N, Taguchishiobara F, Sayama T, et al. Quantitative trait loci associated with tolerance to seed cracking under chilling temperatures in soybean[J]. Crop Science, 2015, 55(5): 2100-2107.
[25]Yasui T, Toda K, Yamada T, et al. seed coat cracking of soybean [Glycine max[L.] Merr.] after soaking and cooking[J]. Cereal Chemistry Journal, 2017, 94(4): 717-722.
[26]Kasai A, Kasai K, Yumoto S, et al. Structural features ofGmIRCHS, candidate of the I gene inhibiting seed coat pigmentation in soybean: Implications for inducing endogenous RNA silencing of chalcone synthase genes[J]. Plant Molecular Biology, 2007, 64(4): 467-479.
[27]Senda M, Yamaguchi N, Hiraoka M, et al. Accumulation of proanthocyanidins and/or lignin deposition in buff-pigmented soybean seed coats may lead to frequent defective cracking[J]. Planta, 2017, 245(3): 1-12.
[28]Delessert C, Wilson I W, Van D S D, et al. Spatial and temporal analysis of the local response to wounding inArabidopsisleaves[J]. Plant Molecular Biology, 2004, 55(2): 165-181.
[29]Kim Y J, Kim D G, Lee S H , et al. Wound-induced expression of the ferulate 5-hydroxylase gene inCamptotheca acuminata[J]. Biochimicaet Biophysica Acta, 2006, 1760(2): 182-190.
[30]Barros J, Serk H, Granlund I, et al. The cell biology of lignification in higher plants[J]. Annals of Botany, 2015, 115(7): 1053-1074.
[31]Soltani B M, Ehlting J, Hamberger B, et al. Multiplecis-regulatory elements regulate distinct and complex patterns of developmental and wound-induced expression of Arabidopsis thaliana 4CL gene family members[J]. Planta, 2006, 224(5): 1226-1240.
[32]Gagare K C, Bharud R W, Shelar V R, et al. Detection of mechanical damage to soybean seed surface using ferric chloride test[J]. Agricultural Science Digest, 2014, 34(4): 289-292.
[33]Gunasekaran S, Cooper T M, Berlage A G. Soybean seed coat and cotyledon crack detection by image processing[J]. Journal of Agricultural Engineering Research, 1988, 41(2): 139-148.
[34]孙业汉, 吕福顺, 王夫玉,等. 花生种皮裂纹遗传的初步研究[J]. 中国油料, 1994,16(3):33-37. (Sun Y H, Lu F S, Wang F Y, et al. Preliminary study on inheritance of cracks in peanut seed coat [J]. China Oil, 1994, 16 (3): 33-37.)
[35]Babaei H R, Zeinali K H, Taleei A. Genetic analysis of agronomic traits and seed shattering resistance in soybean (Glycine max)[J]. Journal of The American Chemical Society, 2012, 95(6): 2028-2029.
[36]Yang K, Jeong N, Moon J K, et al. Genetic analysis of genes controlling natural variation of seed coat and flower colors in soybean[J]. Journal of Heredity, 2010, 101(6): 757-768.
[37]Gijzen M, Kuflu K, Moy P. Gene amplification of theHpslocus inGlycine max[J]. BMC Plant Biology, 2006, 6(1): 6.
[38]宋健, 郭勇, 于丽杰, 等. 大豆种皮色相关基因研究进展[J]. 遗传, 2012, 34(6): 687-694. (Song J, Guo Y, Yu L J, et al. Advances in research on genes related to seed coat color of soybean[J]. Heredity, 2012, 34 (6): 687-694.)
[39]续曲, 郭勇, 邱丽娟. 褐色种皮大豆与其黄色种皮衍生亲本的表型及基因型比较[J]. 植物遗传资源学报, 2013, 14(2): 284-288. (Xu Q, Guo Y, Qiu L J. Phenotype and genotype comparison between brown seed coat soybean and its yellow seed coat derived parents[J]. Journal of Plant Genetic Resources, 2013, 14 (2): 284-288.)
[40]王惠, 段玉玺, 陈立杰, 等. 一个与大豆黄色种皮相关的RAPD标记[J]. 大豆科学, 2005, 24(1): 17-20. (Wang H, Duan Y X, Chen L J, et al. A RAPD maker related with yellow seed coat of soybean[J]. Soybean Science, 2005, 24 (1): 17-20.)
[41]金梅, 胡喜平, 姜延青, 等. 大豆褐色种皮衍生系农艺性状变化[J]. 现代化农业, 2015, 426(1): 14-15. (Jing M, Hu X P, Jiang Y Q, et al. Changes of agronomic traits of soybean brown seed coat derived lines[J].Modern Agriculture, 2015, 426(1): 14-15.)
[42]Takahashi R, Abe J. Soybean maturity genes associated with seed coat pigmentation and cracking in response to low temperatures[J]. Crop Science, 1999, 39(6): 1657-1662.
[43]Hyten D L, Choi I Y, Song Q, et al. A high density integrated genetic linkage map of soybean and the development of a 1536 universal soy linkage panel for quantitative trait locus mapping[J]. Crop Science, 2010, 50(3): 960-968.
[44]Zabala G, Vodkin L. Cloning of the pleiotropic t locus in soybean and two recessive alleles that differentially affect structure and expression of the encoded flavonoid 3′Hydroxylase[J]. Genetics, 2003, 163(1): 295-309.
[45]Qutob D, Ma F, Peterson C A, et al. Structural and permeability properties of the soybean seed coat[J]. Botany, 2008, 86(3): 219-227.
[46]Senda M, Kasai A, Yumoto S, et al. Sequence divergence at chalcone synthase gene in pigmented seed coat soybean mutants of the inhibitor locus[J]. Genes & Genetic Systems, 2002b, 77(5): 341-350.
[47]Senda M, Masuta C, Ohnishi S, et al. Patterning of virus-infectedGlycine maxseed coat is associated with suppression of endogenous silencing of chalcone synthase genes[J]. Plant Cell, 2004, 16(4): 807-818.
[48]Tuteja J H. Tissue-specific gene silencing mediated by a naturally occurring chalcone synthase gene cluster inGlycine max[J]. The Plant Cell Online, 2004, 16(4): 819-835.
[49]Kurauchi T, Kasai A, Tougou M, et al. Endogenous RNA interference of chalcone synthase genes in soybean: Formation of double-stranded RNA ofGmIRCHStranscripts and structure of the 5′ and 3′ ends of short interfering RNAs [J]. Journal of Plant Physiology, 2011, 168(11): 1264-1270.
[50]Kasai A, Ohnishi S, Yamazaki H, et al. Molecular mechanism of seed coat discoloration induced by low temperature in yellow soybean[J]. Plant & Cell Physiology, 2009, 50(50): 1090-1098.
[51]Ohnishi S, Funatsuki H, Kasai A, et al. Variation ofGmIRCHS (Glycine maxinverted-repeat CHS pseudogene) is related to tolerance of low temperature-induced seed coat discoloration in yellow soybean[J]. Theoretical & Applied Genetics, 2011, 122(3): 633-642.
[52]Funatsuki H, Ohnishi S. Recent advances in physiological and genetic studies on chilling tolerance in soybean[J]. Japan Agricultural Research Quarterly JARQ, 2009, 43(2): 95-101.
[53]Yamaguchi N, Yamazaki H, Ohnishi S, et al. Method for selection of soybeans tolerant to seed cracking under chilling temperatures[J]. Breeding Science, 2014, 64(1): 103-108.
[54]Takahashi R, Benitez E R, Funatsuki H, et al. Soybean maturity and pubescence color genes improve chilling tolerance[J]. Crop Science, 2005, 45(4): 1387-1393.
[55]Githiri S M, Yang D, Khan N A, et al. QTL Analysis of low temperature induced browning in soybean seed coats[J]. Journal of Heredity, 2007, 98(4): 360-366.
[56]Ha B K, Kim H K, Kang S T. Mapping QTLs with epistatic effects and QTL-by-environment interactions for seed coat cracking in soybeans[J]. Euphytica, 2012, 186(3): 933-942.
[57]Szittya G. Low temperature inhibits RNA silencing-mediated defence by the control of siRNA generation[J]. European Molecular Biology Organization Journal, 2003, 22(3): 633-640.
[58]Song Q J, Marek L F, Shoemaker R C, et al. A new integrated genetic linkage map of the soybean[J]. Theoretical and Applied Genetics, 2004, 109(1): 122-128.
[59]Yang D, Nakamura T, Ohtsubo N, et al. Seed coat cracking in soybean isolines for pubescence color and maturity[J]. Crop Science, 2002, 42(1): 71-75.
[60]Senda M, Kawasaki M, Hiraoka M, et al. Occurrence and tolerance mechanisms of seed cracking under low temperatures in soybean (Glycine max)[J]. Planta, 2018,248(2): 369-379.
[61]Sun L, Miao Z, Cai C, et al. GmHsl-1, encoding a calcineurin-like protein, controls hard-seededness in soybean[J]. Nature Genetics, 2015, 47(8): 939-943.
[62]翟莹, 张军, 杨晓杰, 等. 大豆SbPRP3基因表达及转基因烟草非生物胁迫鉴定[J]. 西北植物学报, 2016, 36(7): 1331-1336.(Zhai Y, Zhang J, Yang X J, et al. Expression of SbPRP3 in soybean and resistance ability in transgenic tobacco to abiotic stress[J]. Acta Botanica Boreal, 2016, 36(7): 1331-1336.)
[63]Gagare K C, Bharud R W, Shelar V R, et al. Detection of mechanical damage to soybean seed surface using ferric chloride test[J]. Agricultural Science Digest, 2014, 34(4): 289-292.
[64]Vanutrecht D, Bern C J, Rukunudin I H. Soybean mechanical damage detection[J]. Applied Engineering in Agriculture, 2000, 16(2): 137-141.
[65]Capeleti I, Ferrarese M L L, Krzyzanowski F C, et al. A new procedure for quantification of lignin in soybean [Glycine max(L.) Merrill] seed coat and their relationship with the resistance to mechanical damage[J]. Seed Science and Technology, 2005, 33(2): 511-515.
[66]de Carvalho T C. Identification of soybean seed coat damage[J]. Brazilian Journal of Applied Technology for Agricultural Science, 2013, 6(1): 85-90.
[67]Utrecht D V, Bern C J, Rukunudin I H. Soybean mechanical damage detection[J]. Applied Engineering in Agriculture, 2000, 16(2): 137-141.
[68]张俊雄, 荀一, 李伟. 基于形态特征的玉米种子表面裂纹检测方法[J]. 光学精密工程, 2007, 15(6): 951-956. (Zhang J X, Xun Y, Li W. Maize seed surface crack detection method based on morphological characteristics[J]. Optical Precision Engineering, 2007, 15 (6): 951-956.)
[69]刘韶军, 王库. 基于机器视觉的棉种破损检测技术[J]. 农业机械学报, 2009, 40(12):186-189. (Liu S J, Wang K. Cotton seed damage detection technology based on machine vision[J]. Journal of Agricultural Machinery, 2009, 40 (12): 186-189.)
[70]吴杰. 基于显微图像处理的稻谷破损方式研究[D].武汉:华中农业大学, 2014. (Wu J. Research on damage patterns of rice based on microscopic image processing[D].Wuhan:Huazhong Agricultural University, 2014.)
[71]谭克竹. 基于高光谱图像和机器视觉技术的大豆品质检测研究[D]. 哈尔滨:东北农业大学, 2014. (Tan K Z. Soybean quality detection based on hyperspectral image and machine vision technology[D]. Harbin:Northeast Agricultural University, 2014.)
[72]Pinto T L F, Cicero S M, Frana Neto J B, et al. An assessment of mechanical and stink bug damage in soybean seed using X-ray analysis test[J]. Seed Science & Technology, 2009, 37(1): 110-120.
[73]Dell′Aquila A. Towards new computer imaging techniques applied to seed quality testing and sorting[J]. Seed Science and Technology, 2007, 35(3): 519-538.
[74]Pinto T L F, Mondo V H V, GomesJúnior F G, et al. Image analysis for evaluating mechanical damages in soybean seeds[J]. Pesquisa Agropecuaria Tropical, 2012, 42(3): 310-316.
[75]Okabe A. Inheritance of seed coat cracking and effective selection method for the resistance in soybean (Glycine max)[J]. Japan Agricultural Research Quarterly, 1996, 30(1): 15-20.