Comprehensive Evaluation of Light and Simplified Cultivation of Camellia oleifera Based on DTOPSIS Method

doi:10.11924/j.issn.1000-6850.casb2023-0099

Abstract

Abstract:

The paper aims to solve the problem of time-consuming and laborious picking of Camellia oleifera. In this paper, 15 main C. oleifera varieties in Hubei Province were selected as the research objects, and 12 characters (fresh weight per fruit, dried fruit seed yield, dry seed kernel rate, seed kernel oil content, density of branches and leaves, tree shape index, average fruit yield per plant, average disease level, average drought damage level, proportion of the fruit outside of crown, proportion of red fruit, picking efficiency) were selected which related to light and simplified cultivation as evaluation indexes. DTOPSIS analysis method was used to evaluate the suitability for light and simplified cultivation of 15 main C. oleifera varieties in Hubei Province. The evaluation values of the light and simplified cultivation suitability of the varieties were in descending order: ‘Changlin 53’ (C>0.6); ‘Changlin 3’, ‘Changlin 40’, ‘Changlin 4’ (0.5<C<0.6); ‘Huashuo’, ‘Huaxin’, ‘Huajin’ (0.4<C<0.5); ‘Changlin 23’, ‘Eyou 102’, ‘Eyou 63’, ‘Changlin 18’, ‘Eyou 465’, ‘Eyou 81’, ‘Eyou 151’, ‘Eyou 54’ (C<0.4). Euclidean distance was used to systematically cluster the DTOPSIS evaluation values.When the inter-class distance was 15, 15 varieties could be clustered into 3 categories, that were the 3 light and simplified cultivation suitability grades. The first 2 grades included ‘Changlin 53’, ‘Changlin 3’, ‘Changlin 40’, ‘Changlin 4’, ‘Huashuo’, ‘Huaxin’ and ‘Huajin’. The evaluation results are basically in line with the planting status of C. oleifera in Hubei Province, and can also provide reference for subsequent afforestation and variety breeding of C. oleifera.

Key words: Camellia oleifera, light and simplified cultivation, DTOPSIS, fruit characteristics, variety evaluation

CHENG Yiming, WEI Zhenyu, DU Yangwen, LIU Wenjing, LI Jifan, PAN Dongmei, YU Tian, LIU Huimin, SHU Changqing, CHENG Junyong. Comprehensive Evaluation of Light and Simplified Cultivation of Camellia oleifera Based on DTOPSIS Method[J]. Chinese Agricultural Science Bulletin, 2024, 40(4): 45-54.

Figures/Tables 14

品种编号	枝叶密度	树高/m	地径/cm	冠径/m	树形指数	单株产量/kg
CL3	中等	2.1±0.06b	7.8±0.47ab	2.1±0.04a	1.01	4.1±1.30ab
CL4	浓密	1.8±0.03c	7.3±0.24abc	1.9±0.03ab	0.97	4.0±0.53ab
CL18	中等	1.7±0.06cd	7.8±0.67ab	1.7±0.07bcde	0.99	1.1±0.30de
CL23	浓密	1.8±0.06c	8.7±0.32a	1.7±0.09bcd	1.04	1.5±0.45de
CL40	浓密	2.4±0.00a	8.0±0.82ab	2.2±0.03a	1.12	3.7±0.39abc
CL53	浓密	1.7±0.04cd	6.8±0.24bcd	1.6±0.04cde	1.04	5.1±0.57a
EY54	中等	1.8±0.06cd	5.5±0.26def	1.3±0.05gh	1.38	0.4±0.07e
EY63	浓密	1.5±0.05de	4.8±0.19f	1.8±0.05bc	0.86	1.8±0.4de
EY81	浓密	1.6±0.05cd	6.0±0.29cdef	1.5±0.06defg	1.09	1.2±0.18de
EY102	中等	1.8±0.04c	6.0±0.27cdef	1.6±0.05cdef	1.16	1.3±0.14de
EY151	浓密	1.7±0.04cd	6.1±0.33cdef	1.6±0.05cde	1.06	0.3±0.04e
EY465	浓密	1.6±0.04cd	5.2±0.22ef	1.3±0.05gh	1.30	0.7±0.09e
HJ	浓密	1.8±0.04c	6.1±0.31cdef	1.5±0.07efg	1.27	2.4±0.42cd
HS	浓密	1.3±0.05e	5.0±0.25ef	1.1±0.04h	1.17	2.0±0.42de
HX	中等	1.5±0.05de	6.4±0.28cde	1.3±0.04fgh	1.17	2.6±0.29cd

	单果鲜重	冠外果实比例	红色果实比例	采摘效率
单果鲜重	1
冠外果实比例	0.228	1
红色果实比例	-0.442^**	0.179	1
采摘效率	0.959^**	0.201	-0.359^**	1

品种与部位	单果鲜重/ g	横径/ mm	纵径/ mm	果皮厚/ mm	籽数/ 个	籽重/ g	鲜果含水率/%	鲜果出籽率/%	干果出籽率/%	干籽出仁率/%
CL3N	17.25±3.09	34.33±1.71	30.48±2.09	2.51±0.27	4.86±0.92	11.37±1.36	58.97	50.39	71.20	48.81
CL3W	19.70±3.67	35.88±1.65	32.01±2.60	3.15±0.25	4.46±0.92	12.91±2.12	67.45	49.94	61.39	50.06
CL4N	15.90±2.72	37.16±1.75	29.45±2.40	2.95±0.21	3.26±0.91	8.13±1.41	64.46	39.97	53.80	56.21
CL4W	21.32±4.96	40.33±3.31	32.15±2.96	3.18±0.33	3.60±1.06	11.03±2.73	66.59	38.92	57.32	53.76
CL18N	23.75±4.26	33.64±2.76	36.64±2.95	3.23±0.27	5.33±0.86	12.84±1.69	60.58	41.82	62.81	60.58
CL18W	26.97±3.62	34.22±1.73	39.39±2.09	3.24±0.21	5.68±1.33	13.38±2.03	62.95	38.51	61.24	60.29
CL23N	16.53±2.49	28.34±1.32	32.24±1.83	3.41±0.27	4.13±0.97	6.53±1.11	59.26	38.56	62.19	68.16
CL23W	16.63±2.14	29.92±1.48	31.68±1.82	3.52±0.17	4.33±0.51	6.83±0.63	59.21	39.59	62.66	68.49
CL40N	15.42±2.59	35.95±2.19	28.76±2.02	3.65±0.25	2.06±0.55	5.23±1.10	66.09	32.59	49.65	64.34
CL40W	13.90±2.84	33.28±2.33	26.88±1.95	3.51±0.30	2.53±0.89	6.25±1.45	65.53	32.99	48.84	66.00
CL53N	26.34±3.60	37.66±2.10	35.52±2.10	3.05±0.27	4.66±0.77	14.69±1.69	63.91	46.17	66.07	60.72
CL53W	25.14±4.53	37.32±2.08	34.94±2.77	3.31±0.23	4.86±0.87	14.33±1.37	65.96	43.33	66.10	59.94
EY54N	12.22±1.45	27.72±0.84	28.16±1.43	2.48±0.07	4.00±0.56	5.99±0.51	56.93	37.72	57.29	63.64
EY54W	10.72±0.83	27.83±0.65	26.36±1.01	2.48±0.15	4.00±0.00	6.15±0.15	61.18	41.42	58.52	66.06
EY63N	9.74±1.28	28.53±1.28	25.19±1.38	3.07±0.38	2.60±0.47	3.68±0.61	66.14	34.46	52.74	52.13
EY63W	12.76±0.91	29.97±1.21	26.56±1.08	3.03±0.38	3.26±0.26	4.78±0.35	63.97	36.41	53.58	52.38
EY81N	12.77±3.15	30.72±2.10	27.20±2.59	2.66±0.25	4.00±1.09	6.84±1.66	59.61	40.27	56.52	56.41
EY81W	12.74±1.66	30.49±1.63	27.44±1.93	2.76±0.26	3.40±0.42	6.33±0.74	60.69	38.75	58.80	55.96
EY102N	11.81±2.08	30.37±2.02	26.74±2.42	2.89±0.24	3.40±1.02	5.06±0.84	54.50	39.61	57.78	68.70
EY102W	12.86±2.11	32.30±1.93	27.39±1.69	3.00±0.17	3.40±0.72	5.17±0.91	55.45	40.41	59.97	66.11
EY151N	10.39±1.73	26.63±1.42	25.63±1.67	2.12±0.20	2.33±0.35	4.20±0.59	55.27	35.99	51.01	67.24
EY151W	9.18±1.55	26.41±1.81	24.84±1.76	2.47±0.20	2.60±0.42	4.28±0.82	54.97	36.56	51.84	71.31
EY465N	9.80±2.23	28.73±2.17	24.73±2.17	2.76±0.13	4.13±0.61	5.94±0.73	56.24	38.61	58.19	68.07
EY465W	12.24±1.43	30.69±1.37	26.69±1.33	3.19±0.17	4.26±0.91	5.10±0.52	55.93	38.07	56.54	63.18
HJN	30.06±6.37	44.39±2.38	35.46±2.85	5.86±0.55	3.13±0.89	9.73±2.72	57.27	24.21	33.62	61.61
HJW	37.71±6.86	48.12±2.70	39.91±2.89	5.96±0.46	4.56±0.79	12.83±1.95	64.09	25.31	43.58	59.71
HSN	68.60±10.66	44.23±2.50	52.77±3.08	5.81±0.70	7.06±1.56	24.96±4.20	65.36	35.11	41.12	40.69
HSW	64.96±9.03	42.47±2.54	51.31±2.75	5.41±0.39	7.80±1.38	27.88±3.32	65.67	35.61	43.12	45.14
HXN	38.72±8.27	37.38±2.89	43.68±3.37	4.46±0.27	7.60±1.70	20.59±2.88	68.73	38.16	54.46	54.82
HXW	43.13±7.89	39.16±2.50	44.12±3.77	4.87±0.36	6.20±1.14	19.98±2.88	61.89	38.53	48.72	53.83

品种与部位	单果鲜重/ g	横径/ mm	纵径/ mm	果皮厚/ mm	籽数/ 个	籽重/ g	鲜果含水率/%	鲜果出籽率/%	干果出籽率/%	干籽出仁率/%
CL3N	17.25±3.09	34.33±1.71	30.48±2.09	2.51±0.27	4.86±0.92	11.37±1.36	58.97	50.39	71.20	48.81
CL3W	19.70±3.67	35.88±1.65	32.01±2.60	3.15±0.25	4.46±0.92	12.91±2.12	67.45	49.94	61.39	50.06
CL4N	15.90±2.72	37.16±1.75	29.45±2.40	2.95±0.21	3.26±0.91	8.13±1.41	64.46	39.97	53.80	56.21
CL4W	21.32±4.96	40.33±3.31	32.15±2.96	3.18±0.33	3.60±1.06	11.03±2.73	66.59	38.92	57.32	53.76
CL18N	23.75±4.26	33.64±2.76	36.64±2.95	3.23±0.27	5.33±0.86	12.84±1.69	60.58	41.82	62.81	60.58
CL18W	26.97±3.62	34.22±1.73	39.39±2.09	3.24±0.21	5.68±1.33	13.38±2.03	62.95	38.51	61.24	60.29
CL23N	16.53±2.49	28.34±1.32	32.24±1.83	3.41±0.27	4.13±0.97	6.53±1.11	59.26	38.56	62.19	68.16
CL23W	16.63±2.14	29.92±1.48	31.68±1.82	3.52±0.17	4.33±0.51	6.83±0.63	59.21	39.59	62.66	68.49
CL40N	15.42±2.59	35.95±2.19	28.76±2.02	3.65±0.25	2.06±0.55	5.23±1.10	66.09	32.59	49.65	64.34
CL40W	13.90±2.84	33.28±2.33	26.88±1.95	3.51±0.30	2.53±0.89	6.25±1.45	65.53	32.99	48.84	66.00
CL53N	26.34±3.60	37.66±2.10	35.52±2.10	3.05±0.27	4.66±0.77	14.69±1.69	63.91	46.17	66.07	60.72
CL53W	25.14±4.53	37.32±2.08	34.94±2.77	3.31±0.23	4.86±0.87	14.33±1.37	65.96	43.33	66.10	59.94
EY54N	12.22±1.45	27.72±0.84	28.16±1.43	2.48±0.07	4.00±0.56	5.99±0.51	56.93	37.72	57.29	63.64
EY54W	10.72±0.83	27.83±0.65	26.36±1.01	2.48±0.15	4.00±0.00	6.15±0.15	61.18	41.42	58.52	66.06
EY63N	9.74±1.28	28.53±1.28	25.19±1.38	3.07±0.38	2.60±0.47	3.68±0.61	66.14	34.46	52.74	52.13
EY63W	12.76±0.91	29.97±1.21	26.56±1.08	3.03±0.38	3.26±0.26	4.78±0.35	63.97	36.41	53.58	52.38
EY81N	12.77±3.15	30.72±2.10	27.20±2.59	2.66±0.25	4.00±1.09	6.84±1.66	59.61	40.27	56.52	56.41
EY81W	12.74±1.66	30.49±1.63	27.44±1.93	2.76±0.26	3.40±0.42	6.33±0.74	60.69	38.75	58.80	55.96
EY102N	11.81±2.08	30.37±2.02	26.74±2.42	2.89±0.24	3.40±1.02	5.06±0.84	54.50	39.61	57.78	68.70
EY102W	12.86±2.11	32.30±1.93	27.39±1.69	3.00±0.17	3.40±0.72	5.17±0.91	55.45	40.41	59.97	66.11
EY151N	10.39±1.73	26.63±1.42	25.63±1.67	2.12±0.20	2.33±0.35	4.20±0.59	55.27	35.99	51.01	67.24
EY151W	9.18±1.55	26.41±1.81	24.84±1.76	2.47±0.20	2.60±0.42	4.28±0.82	54.97	36.56	51.84	71.31
EY465N	9.80±2.23	28.73±2.17	24.73±2.17	2.76±0.13	4.13±0.61	5.94±0.73	56.24	38.61	58.19	68.07
EY465W	12.24±1.43	30.69±1.37	26.69±1.33	3.19±0.17	4.26±0.91	5.10±0.52	55.93	38.07	56.54	63.18
HJN	30.06±6.37	44.39±2.38	35.46±2.85	5.86±0.55	3.13±0.89	9.73±2.72	57.27	24.21	33.62	61.61
HJW	37.71±6.86	48.12±2.70	39.91±2.89	5.96±0.46	4.56±0.79	12.83±1.95	64.09	25.31	43.58	59.71
HSN	68.60±10.66	44.23±2.50	52.77±3.08	5.81±0.70	7.06±1.56	24.96±4.20	65.36	35.11	41.12	40.69
HSW	64.96±9.03	42.47±2.54	51.31±2.75	5.41±0.39	7.80±1.38	27.88±3.32	65.67	35.61	43.12	45.14
HXN	38.72±8.27	37.38±2.89	43.68±3.37	4.46±0.27	7.60±1.70	20.59±2.88	68.73	38.16	54.46	54.82
HXW	43.13±7.89	39.16±2.50	44.12±3.77	4.87±0.36	6.20±1.14	19.98±2.88	61.89	38.53	48.72	53.83

品种与部位	种仁含油率	棕榈酸 C16:0	棕榈烯酸 C16:1	硬脂酸 C18:0	油酸 C18:1n9c	亚油酸 C18:2n6c	α-亚麻酸 C18:3n3	顺-11-二十碳烯酸 C20:1
CL3N	30.5	8.44	0.0622	2.01	76.2	12.3	0.430	0.623
CL3W	32.4	8.89	0.0818	1.76	75.2	12.9	0.498	0.633
CL4N	30.7	8.37	0.0640	1.83	79.5	9.26	0.398	0.575
CL4W	26.4	8.27	0.0637	1.75	79.9	8.97	0.426	0.589
CL18N	42.5	7.91	0.1020	2.41	81.0	7.80	0.277	0.466
CL18W	43.4	7.72	0.1090	2.67	81.3	7.42	0.292	0.480
CL23N	43.9	8.78	0.0837	2.90	79.3	8.29	0.219	0.415
CL23W	46.1	8.75	0.0820	2.95	79.6	7.98	0.207	0.424
CL40N	35.7	8.03	0.0898	2.18	81.5	7.39	0.301	0.476
CL40W	36.3	8.17	0.0930	2.16	81.6	7.23	0.300	0.456
CL53N	36.5	8.26	0.0864	1.48	78.9	10.5	0.281	0.530
CL53W	31.5	8.40	0.0893	1.52	78.4	10.8	0.290	0.505
EY54W	45.5	8.16	0.0896	1.86	81.2	7.91	0.231	0.536
EY54N	45.1	8.02	0.0875	1.79	80.5	7.77	0.211	0.525
EY63N	36.6	8.97	0.0985	1.74	79.6	8.74	0.304	0.523
EY63W	30.7	9.08	0.1050	1.73	78.5	9.77	0.332	0.521
EY81N	45.5	8.20	0.0856	2.53	82.0	6.45	0.272	0.468
EY81W	43.2	8.18	0.0742	2.45	82.1	6.48	0.253	0.464
EY102N	45.3	9.26	0.0906	2.03	80.2	7.70	0.256	0.490
EY102W	41.8	9.20	0.0913	2.14	80.4	7.39	0.282	0.498
EY151N	46.4	10.5	0.0947	2.28	77.5	8.77	0.330	0.439
EY151W	48.1	10.8	0.0971	2.24	77.2	8.95	0.323	0.448
EY465N	45.4	8.77	0.0862	2.06	81.3	7.01	0.265	0.500
EY465W	45.3	8.27	0.0771	2.46	82.3	6.15	0.283	0.494
HJN	41.3	9.04	0.1080	2.01	79.8	8.32	0.223	0.509
HJW	42.1	9.07	0.1070	2.00	79.9	8.18	0.236	0.515
HSN	23.2	7.25	0.0578	1.78	82.8	7.03	0.350	0.698
HSW	19.4	7.47	0.0633	1.56	82.0	7.78	0.408	0.676
HXN	23.4	8.51	0.0956	1.27	76.6	12.6	0.318	0.589
HXW	28.8	8.48	0.0933	1.50	77.9	11.2	0.305	0.569

	CL3	CL4	CL18	CL23	CL40	CL53	EY54	EY63	EY81	EY102	EY151	EY465	HJ	HS	HX
X₁	18.5	18.6	25.4	16.6	14.7	25.7	11.5	11.3	12.8	12.3	9.8	11	33.9	66.8	40.9
X₂	35.1	38.7	33.9	29.1	34.6	37.5	27.8	29.3	30.6	31.3	26.5	29.7	46.3	43.4	38.3
X₃	31.2	30.8	38	32	27.8	35.2	27.3	25.9	27.3	27.1	25.2	25.7	37.7	52	43.9
X₄	2.8	3.1	3.2	3.5	3.6	3.2	2.5	3.1	2.7	2.9	2.3	3	5.9	5.6	4.7
X₅	4.7	3.4	5.5	4.2	2.3	4.8	4	2.9	3.7	3.4	2.5	4.2	3.8	7.4	6.9
X₆	12.1	9.6	13.1	6.7	5.7	14.5	6.1	4.2	6.6	5.1	4.2	5.5	11.3	26.4	20.3
X₇	63.2	65.5	61.8	59.2	65.8	64.9	59.1	65.1	60.2	55	55.1	56.1	60.7	65.5	65.3
X₈	50.2	39.4	40.2	39.1	32.8	44.8	39.6	35.4	39.5	40	36.3	38.3	24.8	35.4	38.3
X₉	49.4	55	60.4	68.3	65.2	60.3	64.9	52.3	56.2	67.4	69.3	65.6	60.7	42.9	54.3
X₁₀	31.5	28.6	43	45	36	34	45.5	33.7	44.4	43.6	47.3	45.4	41.7	21.3	26.1
X₁₁	1	2	1	2	2	2	1	2	2	1	2	2	2	2	1
X₁₂	1.01	0.97	0.99	1.04	1.12	1.04	1.38	0.86	1.09	1.16	1.06	1.3	1.27	1.17	1.17
X₁₃	4.05	3.96	1.07	1.52	3.71	5.11	0.38	1.84	1.22	1.28	0.32	0.72	2.36	1.96	2.63
X₁₄	0.17	0.17	0.13	0.08	0.08	0.17	0.83	0.13	0.25	0.13	0.13	0.08	0.29	0.54	0.63
X₁₅	0.08	0.13	0.13	0.17	0.04	0.13	0	0.88	0.83	0	0	0.04	0.83	0.71	1
X₁₆	0.46	0.52	0.47	0.6	0.59	0.62	0.63	0.63	0.68	0.71	0.7	0.63	0.57	0.61	0.77
X₁₇	0.14	0.08	0.39	0.11	0.06	0.11	0.35	0.5	0.5	0.53	0.5	0.58	0.08	0.26	0.33
X₁₈	26.8	30.8	21.5	28.3	35	26.2	37	45.3	39.5	43.6	30.1	32.7	56.4	57	49.6

	CL3	CL4	CL18	CL23	CL40	CL53	EY54	EY63	EY81	EY102	EY151	EY465	HJ	HS	HX
X₁	0.28	0.28	0.38	0.25	0.22	0.39	0.17	0.17	0.19	0.18	0.15	0.17	0.51	1	0.61
X₂	0.76	0.84	0.73	0.63	0.75	0.81	0.60	0.63	0.66	0.68	0.57	0.64	1	0.94	0.83
X₃	0.60	0.59	0.73	0.61	0.53	0.68	0.52	0.50	0.52	0.52	0.48	0.49	0.72	1	0.84
X₄	0.81	0.75	0.71	0.66	0.64	0.72	0.93	0.75	0.85	0.78	1	0.77	0.39	0.41	0.49
X₅	0.63	0.46	0.74	0.57	0.31	0.64	0.54	0.39	0.50	0.46	0.33	0.56	0.52	1	0.93
X₆	0.46	0.36	0.50	0.25	0.22	0.55	0.23	0.16	0.25	0.19	0.16	0.21	0.43	1	0.77
X₇	0.87	0.84	0.89	0.93	0.84	0.85	0.93	0.85	0.91	1	1	0.98	0.91	0.84	0.84
X₈	1	0.79	0.80	0.78	0.65	0.89	0.79	0.71	0.79	0.80	0.72	0.76	0.49	0.70	0.76
X₉	0.71	0.79	0.87	0.99	0.94	0.87	0.94	0.75	0.81	0.97	1	0.95	0.88	0.62	0.78
X₁₀	0.67	0.60	0.91	0.95	0.76	0.72	0.96	0.71	0.94	0.92	1	0.96	0.88	0.45	0.55
X₁₁	1	0.50	1	0.50	0.50	0.50	1	0.50	0.50	1	0.50	0.50	0.50	0.50	1
X₁₂	0.85	0.89	0.87	0.83	0.77	0.83	0.62	1	0.79	0.74	0.81	0.66	0.68	0.74	0.74
X₁₃	0.79	0.77	0.21	0.30	0.73	1	0.07	0.36	0.24	0.25	0.06	0.14	0.46	0.38	0.51
X₁₄	0.50	0.50	0.66	1	1	0.50	0.10	0.66	0.33	0.66	0.66	1	0.28	0.15	0.13
X₁₅	0.92	0.89	0.89	0.86	0.96	0.89	1	0.53	0.55	1	1	0.96	0.55	0.59	0.50
X₁₆	0.60	0.67	0.61	0.78	0.77	0.80	0.82	0.82	0.88	0.92	0.91	0.81	0.74	0.78	1
X₁₇	0.24	0.14	0.67	0.20	0.10	0.19	0.60	0.86	0.86	0.91	0.86	1	0.14	0.44	0.57
X₁₈	0.47	0.54	0.38	0.50	0.61	0.46	0.65	0.79	0.69	0.76	0.53	0.57	0.99	1	0.87

	CL3	CL4	CL18	CL23	CL40	CL53	EY54	EY63	EY81	EY102	EY151	EY465	HJ	HS	HX
X₁	0.008	0.008	0.011	0.007	0.007	0.012	0.005	0.005	0.006	0.006	0.004	0.005	0.015	0.03	0.018
X₂	0.015	0.017	0.015	0.013	0.015	0.016	0.012	0.013	0.013	0.014	0.011	0.013	0.02	0.019	0.017
X₃	0.012	0.012	0.015	0.012	0.011	0.014	0.01	0.01	0.01	0.01	0.01	0.01	0.014	0.02	0.017
X₄	0.008	0.007	0.007	0.007	0.006	0.007	0.009	0.008	0.008	0.008	0.01	0.008	0.004	0.004	0.005
X₅	0.006	0.005	0.007	0.006	0.003	0.006	0.005	0.004	0.005	0.005	0.003	0.006	0.005	0.01	0.009
X₆	0.005	0.004	0.005	0.003	0.002	0.005	0.002	0.002	0.002	0.002	0.002	0.002	0.004	0.01	0.008
X₇	0.009	0.008	0.009	0.009	0.008	0.008	0.009	0.008	0.009	0.010	0.010	0.010	0.009	0.008	0.008
X₈	0.150	0.118	0.120	0.117	0.098	0.134	0.118	0.106	0.118	0.120	0.108	0.115	0.074	0.106	0.115
X₉	0.014	0.016	0.017	0.020	0.019	0.017	0.019	0.015	0.016	0.019	0.020	0.019	0.018	0.012	0.016
X₁₀	0.067	0.06	0.091	0.095	0.076	0.072	0.096	0.071	0.094	0.092	0.100	0.096	0.088	0.045	0.055
X₁₁	0.02	0.01	0.02	0.01	0.01	0.01	0.02	0.01	0.01	0.02	0.01	0.01	0.01	0.01	0.02
X₁₂	0.128	0.133	0.130	0.124	0.115	0.124	0.093	0.150	0.118	0.111	0.122	0.099	0.102	0.110	0.110
X₁₃	0.119	0.116	0.031	0.045	0.109	0.150	0.011	0.054	0.036	0.038	0.009	0.021	0.069	0.058	0.077
X₁₄	0.025	0.025	0.033	0.050	0.050	0.025	0.005	0.033	0.017	0.033	0.033	0.050	0.014	0.008	0.007
X₁₅	0.046	0.044	0.044	0.043	0.048	0.044	0.05	0.027	0.027	0.050	0.050	0.048	0.027	0.029	0.025
X₁₆	0.036	0.040	0.037	0.047	0.046	0.048	0.049	0.049	0.053	0.055	0.054	0.049	0.044	0.047	0.060
X₁₇	0.015	0.009	0.040	0.012	0.006	0.011	0.036	0.052	0.051	0.054	0.051	0.060	0.008	0.027	0.034
X₁₈	0.038	0.043	0.030	0.040	0.049	0.037	0.052	0.064	0.055	0.061	0.042	0.046	0.079	0.080	0.070

品种	$S i +$	$S i -$	C	C序值
CL3	0.141458	0.158152	0.527860	2
CL4	0.147469	0.150770	0.505534	4
CL18	0.194014	0.098687	0.337160	11
CL23	0.189415	0.107286	0.361597	8
CL40	0.146074	0.151797	0.509606	3
CL53	0.125608	0.198202	0.612093	1
EY54	0.230293	0.091511	0.284369	15
EY63	0.185894	0.094583	0.337224	10
EY81	0.200684	0.094894	0.321045	13
EY102	0.194298	0.104794	0.350373	9
EY151	0.229093	0.102902	0.309950	14
EY465	0.215975	0.106211	0.329658	12
HJ	0.150991	0.118319	0.439340	7
HS	0.164726	0.143041	0.464770	5
HX	0.146849	0.120456	0.450630	6

品种	$S i +$	$S i -$	C	C序值
CL3	0.141458	0.158152	0.527860	2
CL4	0.147469	0.150770	0.505534	4
CL18	0.194014	0.098687	0.337160	11
CL23	0.189415	0.107286	0.361597	8
CL40	0.146074	0.151797	0.509606	3
CL53	0.125608	0.198202	0.612093	1
EY54	0.230293	0.091511	0.284369	15
EY63	0.185894	0.094583	0.337224	10
EY81	0.200684	0.094894	0.321045	13
EY102	0.194298	0.104794	0.350373	9
EY151	0.229093	0.102902	0.309950	14
EY465	0.215975	0.106211	0.329658	12
HJ	0.150991	0.118319	0.439340	7
HS	0.164726	0.143041	0.464770	5
HX	0.146849	0.120456	0.450630	6

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