冀花系列高油酸花生抗旱性鉴定与综合评价

doi:10.3724/SP.J.1006.2025.44097

Abstract

Abstract:

Drought is one of the primary limiting factors in the production of high oleic acid peanuts. Identifying drought resistance and screening for drought resistance indices in high oleic acid peanut varieties are crucial for breeding drought-resistant cultivars and advancing research on drought resistance mechanisms. In this study, 26 high oleic acid peanut varieties of the Jihua series were evaluated for drought tolerance under controlled drought conditions during 2022-2023. At maturity, each variety’s nine agronomic indicators, five economic indicators, and quality indicators were determined under both normal irrigation and drought stress treatments. To identify and assess drought resistance, we employed correlation analysis, principal component analysis, membership function analysis, grey relational analysis, stepwise regression analysis, cluster analysis, comprehensive drought resistance evaluation values (D-values), comprehensive drought resistance coefficients (CDC), and weighted drought resistance coefficients (WDC). The results showed that agronomic and economic indicators under drought treatment were reduced by 9.73%-49.19% compared to those under irrigation, while quality traits decreased by 0.78%-9.84%. Significant correlations were observed among the individual drought resistance coefficients (DC) of each index. Eight principal components were able to represent 89.81% of the original information related to drought resistance in high oleic acid peanuts. The drought resistance of high oleic acid peanuts was consistent across D-values, CDC-values, and WDC-values, with D-values showing strong positive correlations with CDC-values and WDC-values (correlation coefficients of 0.885 and 0.913, respectively). Based on D-values, the high oleic acid peanut varieties were categorized into three groups: nine drought-resistant varieties, ten moderately drought-resistant varieties, and seven drought-sensitive varieties. Among the varieties, Jihua 1353 and Jihua 712 exhibited exceptional drought resistance. Key indicators such as yield, main stem height, pod number per plant, and full pod rate can serve as primary criteria for identifying drought resistance in high oleic acid peanut varieties at maturity. These findings provide a theoretical foundation and practical guidance for breeding, understanding the mechanisms of, and cultivating drought-resistant high oleic acid peanuts.

Key words: high oleic acid, peanut, drought resistance, comprehensive evaluation

JIN Xin-Xin, SONG Ya-Hui, SU Qiao, YANG Yong-Qing, LI Yu-Rong, WANG Jin. Identification and comprehensive evaluation of drought resistance in high oleic acid Jihua peanut varieties[J].Acta Agronomica Sinica, 2025, 51(3): 797-811.

Figures/Tables 11

Table 1

Table 2

Analysis of differences in measured values of various indicators for high oleic acid peanuts under irrigation and drought treatments"

性状 Trait	处理 Treatment	最小值 Min.	最大值 Max.	平均值 Ave	标准偏差 SD	变异系数 CV	t值 t-value	P值 P-value	相关系数 r
主茎高 SH (cm)	CK	35.65	72.77	49.94	8.71	17.44	9.770	0^**	0.612
主茎高 SH (cm)	T	28.03	65.12	36.11	7.47	20.68
侧枝长 BL (cm)	CK	39.35	76.50	54.10	9.10	16.83	9.758	0^**	0.629
侧枝长 BL (cm)	T	32.28	71.36	40.05	7.69	19.20
总分枝数 TBN	CK	5.38	9.30	7.54	0.97	12.92	-1.138	0.266	0.766
总分枝数 TBN	T	5.68	9.47	7.69	0.97	12.60
结果枝数 NBP	CK	5.39	9.20	7.39	0.93	12.64	-1.638	0.114	0.801
结果枝数 NBP	T	5.56	9.47	7.58	0.97	12.81
地上部干重 SDW (g plant^-1)	CK	17.24	37.76	27.47	5.92	21.56	5.434	0^**	0.700
地上部干重 SDW (g plant^-1)	T	16.43	29.21	22.96	4.02	17.52
根干重 RDW (g plant^-1)	CK	0.43	1.08	0.68	0.18	25.97	-1.885	0.071	0.794
根干重 RDW (g plant^-1)	T	0.52	0.96	0.72	0.13	17.57
单株果重 PWP (g)	CK	12.57	25.54	19.01	3.69	19.42	13.872	0^**	0.408
单株果重 PWP (g)	T	5.66	14.13	9.66	2.17	22.48
单株果数 PNP	CK	7.95	18.65	14.33	2.54	17.75	15.285	0^**	0.586
单株果数 PNP	T	5.00	12.11	8.00	1.96	24.49
饱果率 FPR	CK	0.58	0.83	0.71	0.05	7.34	8.815	0^**	0.051
饱果率 FPR	T	0.42	0.70	0.54	0.09	16.13
根冠比 RSR	CK	0.010	0.022	0.015	0.003	20.14	-11.897	0^**	0.397
根冠比 RSR	T	0.018	0.032	0.024	0.004	16.05
百果质量 PW (g)	CK	140.59	272.34	211.74	32.78	15.48	10.108	0^**	0.875
百果质量 PW (g)	T	116.01	216.29	180.24	28.31	15.71
百仁质量 SW (g)	CK	52.84	106.33	83.03	13.87	16.71	9.242	0^**	0.873
百仁质量 SW (g)	T	40.60	89.34	70.66	12.88	18.22
出米率 SPR (%)	CK	54.25	77.24	67.06	5.34	7.96	6.547	0^**	0.796
出米率 SPR (%)	T	39.62	76.77	60.53	8.17	13.49
产量 Y (kg hm^-2)	CK	3576.75	6016.50	4936.80	668.10	13.53	23.345	0^**	0.707
产量 Y (kg hm^-2)	T	1430.70	3590.55	2752.50	537.45	19.52
油酸 OA (%)	CK	75.38	83.29	80.01	1.92	2.40	4.423	0^**	0.954
油酸 OA (%)	T	74.09	82.61	79.39	2.26	2.85
亚油酸 LA (%)	CK	2.15	6.16	3.14	0.79	25.28	5.300	0^**	0.943
亚油酸 LA (%)	T	2.05	6.02	2.83	0.88	31.09
油亚比 O/L	CK	12.27	39.59	27.33	5.84	21.35	-4.728	0^**	0.891
油亚比 O/L	T	12.35	40.15	30.51	7.37	24.15
蔗糖含量 SC (mg g^-1)	CK	19.27	86.00	34.63	11.46	33.10	1.632	0.115	0.748
蔗糖含量 SC (mg g^-1)	T	22.65	68.86	32.18	9.52	29.59
含油量 OC (%)	CK	34.59	53.07	50.06	3.51	7.01	4.151	0^**	0.827
含油量 OC (%)	T	34.64	51.29	48.45	3.08	6.35

Table 2

Table 3

Drought resistance coefficients of all indices in high oleic acid peanuts"

品种 Variety	主茎高SH	侧枝长BL	总分枝数TBN	结果枝数NBP	地上部干重SDW	根干重RDW	单株果重PWP	单株果数PNP	饱果率FPR	根冠比RSR	百果质量PW	百仁质量SW	出米率SPR	产量Y	油酸OA	亚油酸LA	油亚比O/L	蔗糖含量SC	含油量OC
冀花1120 Jihua 1120	0.57	0.62	0.94	0.93	0.76	1.08	0.42	0.34	0.74	1.860	0.82	0.80	0.86	0.41	1.00	0.78	1.34	0.84	0.96
冀花113白 Jihua 113bai	0.77	0.75	1.02	1.02	0.77	0.86	0.46	0.54	0.82	1.425	0.78	0.77	0.76	0.45	0.98	1.01	1.00	0.88	0.98
冀花1182 Jihua1182	0.59	0.57	1.12	1.12	0.71	0.95	0.33	0.42	0.60	1.867	0.74	0.72	0.85	0.47	0.98	0.98	1.11	0.84	0.93
冀花11号 Jihua 11	0.72	0.77	1.00	1.02	0.95	0.99	0.78	0.75	0.96	1.147	0.87	0.87	0.80	0.64	0.99	0.90	1.10	1.92	0.94
冀花1353 Jihua 1353	0.85	0.89	1.07	1.06	0.95	1.46	0.46	0.70	0.75	1.939	0.85	0.86	0.89	0.69	1.01	0.80	1.22	0.97	0.97
冀花13号 Jihua 13	0.73	0.77	1.11	1.11	0.82	1.01	0.68	0.74	0.57	1.538	0.86	0.89	0.99	0.52	0.98	0.94	1.02	0.77	0.96
冀花16号 Jihua 16	0.71	0.71	1.00	1.02	0.92	1.20	0.45	0.48	0.64	1.871	0.88	0.85	0.91	0.54	1.00	0.88	1.11	0.65	0.96
冀花18号 Jihua 18	0.69	0.84	0.79	0.83	0.97	1.19	0.71	0.59	0.62	1.356	0.95	1.03	0.92	0.61	0.99	0.95	1.01	0.88	0.94
冀花19号 Jihua 19	0.69	0.77	1.00	1.01	0.93	1.17	0.53	0.60	0.87	1.556	0.81	0.83	0.96	0.52	0.98	1.03	0.95	0.85	1.01
冀花2011 Jihua 2011	0.64	0.69	1.13	1.14	0.93	1.17	0.50	0.53	0.72	1.853	0.90	0.93	1.01	0.63	1.00	0.74	1.29	1.08	0.91
冀花2112 Jihua 2112	0.74	0.75	1.02	1.04	0.87	1.32	0.63	0.60	0.91	1.995	0.77	0.81	0.86	0.58	0.99	0.96	1.03	1.18	0.87
冀花2121 Jihua 2121	0.74	0.80	0.99	0.93	0.88	0.90	0.36	0.41	0.61	1.285	0.90	0.88	0.73	0.39	0.99	0.90	1.12	0.89	1.06
冀花21号 Jihua 21	0.68	0.70	1.04	1.02	0.85	0.98	0.46	0.57	0.70	1.388	0.78	0.80	0.79	0.47	0.98	1.04	0.92	0.77	1.01
冀花25号 Jihua 25	0.84	0.76	1.02	1.03	0.83	1.06	0.38	0.44	0.71	1.699	0.86	0.88	1.03	0.49	1.00	0.81	1.19	0.78	0.94
冀花28号 Jihua 28	0.71	0.71	0.93	0.95	0.88	1.27	0.42	0.51	0.61	2.306	0.87	0.83	0.88	0.49	1.01	0.79	1.19	1.13	0.95
冀花2912 Jihua 2912	0.89	0.93	1.15	1.14	0.92	0.87	0.49	0.60	0.68	1.154	0.93	0.92	0.97	0.69	0.99	1.06	0.92	1.09	0.95
冀花29号 Jihua 29	0.64	0.63	0.97	0.99	0.63	0.88	0.64	0.54	1.11	1.356	0.89	0.89	0.93	0.63	1.00	0.85	1.16	0.79	0.97
冀花311 Jihua 311	0.55	0.55	1.01	1.03	0.62	0.97	0.47	0.43	0.93	1.777	0.88	0.85	0.93	0.54	1.00	0.80	1.22	1.10	1.01
冀花4211 Jihua 4211	0.81	0.73	1.06	1.07	1.13	1.52	0.66	0.52	0.69	1.776	0.94	0.88	0.87	0.58	0.99	1.03	0.96	0.93	0.97
冀花51 Jihua 51	0.55	0.58	1.07	1.06	0.60	1.04	0.52	0.70	0.96	1.884	0.86	0.87	1.00	0.59	0.99	0.88	1.13	1.48	0.97
冀花521 Jihua 521	0.96	0.92	1.07	1.08	0.84	1.02	0.37	0.45	0.79	1.570	0.70	0.62	0.88	0.53	0.98	0.98	1.01	0.80	1.00
冀花572 Jihua 572	0.92	0.92	1.13	1.13	1.09	1.03	0.65	0.65	0.76	1.229	0.90	0.92	0.83	0.61	0.99	0.85	1.16	0.90	0.97
冀花712 Jihua 712	0.93	0.87	1.11	1.08	0.69	1.19	0.42	0.52	0.88	2.175	0.89	0.90	0.97	0.55	0.99	0.78	1.27	0.74	1.05
冀花714 Jihua 714	0.80	0.80	1.09	1.10	0.93	0.99	0.62	0.75	0.69	1.259	0.91	0.90	0.85	0.63	1.00	0.93	1.02	0.64	0.95
冀花915 Jihua 915	0.71	0.74	0.94	1.01	0.89	1.33	0.52	0.65	0.80	2.053	0.90	0.90	0.98	0.65	1.00	0.87	1.13	1.08	0.97
冀花97 Jihua 97	0.57	0.67	0.84	0.86	0.81	0.92	0.52	0.57	0.71	1.421	0.74	0.75	0.96	0.57	1.01	0.76	1.33	0.99	0.97
最小值Min	0.55	0.55	0.79	0.83	0.60	0.86	0.33	0.34	0.57	1.15	0.70	0.62	0.73	0.39	0.98	0.74	0.92	0.64	0.87
最大值Max	0.96	0.93	1.15	1.14	1.13	1.52	0.78	0.75	1.11	2.31	0.95	1.03	1.03	0.69	1.01	1.06	1.34	1.92	1.06
平均值Average	0.73	0.75	1.02	1.03	0.85	1.09	0.52	0.56	0.76	1.64	0.85	0.85	0.90	0.56	0.99	0.90	1.11	0.96	0.97
变异系数CV	16.35	14.25	8.54	7.91	15.25	16.52	23.09	20.03	17.76	19.90	7.76	9.34	8.74	14.55	0.91	10.78	11.09	27.91	4.03

Table 3

Table 4

Correlation coefficients between drought resistance coefficients of all indices in high oleic acid peanuts"

指标 Index	主茎高SH	侧枝长BL	总分枝数TBN	结果枝数NBP	地上部干重SDW	根干重RDW	单株果重PWP	单株果数PNP	饱果率FPR	根冠比RSR	百果质量PW	百仁质量SW	出米率SPR	产量Y	油酸OA	亚油酸LA	油亚比O/L	蔗糖含量SC	含油量OC
主茎高SH	1
侧枝长BL	0.898^**	1
总分枝数TBN	0.434^*	0.230	1
结果枝数NBP	0.416^*	0.205	0.964^**	1
地上部干重SDW	0.475^*	0.586^**	0.035	0.082	1
根干重RDW	0.181	0.146	-0.075	0.008	0.469^*	1
单株果重PWP	-0.010	0.134	-0.136	-0.030	0.381	0.130	1
单株果数PNP	0.161	0.315	0.166	0.247	0.280	0.113	0.689^**	1
饱果率FPR	-0.127	-0.208	-0.002	0.044	-0.438^*	-0.097	0.258	0.160	1
根冠比RSR	-0.141	-0.308	-0.005	0.042	-0.240	0.642^**	-0.404^*	-0.274	-0.005	1
百果质量PW	0.135	0.186	0.023	0.047	0.329	0.239	0.401^*	0.234	-0.067	-0.090	1
百仁质量SW	0.050	0.195	-0.059	-0.033	0.296	0.207	0.509^**	0.372	-0.040	-0.140	0.914^**	1
出米率SPR	-0.099	-0.097	0.038	0.147	-0.220	0.186	0.014	0.118	0.104	0.331	0.203	0.283	1
产量Y	0.224	0.324	0.150	0.296	0.294	0.279	0.551^**	0.663^**	0.296	-0.122	0.419^*	0.454^*	0.392^*	1
油酸OA	-0.189	-0.162	-0.362	-0.314	0.015	0.290	-0.058	-0.034	0.009	0.322	0.290	0.227	0.273	0.309	1
亚油酸LA	0.230	0.236	0.207	0.207	0.258	-0.117	0.168	0.167	-0.126	-0.414^*	-0.144	-0.157	-0.335	-0.059	-0.764^**	1
油亚比O/L	-0.305	-0.322	-0.194	-0.217	-0.334	0.045	-0.275	-0.303	0.126	0.415^*	-0.002	0.006	0.263	-0.051	0.683^**	-0.957^**	1
蔗糖含量SC	-0.240	-0.150	-0.065	-0.018	-0.007	0.032	0.358	0.366	0.408^*	-0.018	0.073	0.089	-0.022	0.335	0.084	-0.092	0.081	1
含油量OC	0.163	0.139	0.007	-0.143	-0.210	-0.214	-0.358	-0.227	0.070	-0.113	0.025	-0.103	-0.192	-0.362	-0.191	0.016	0.007	-0.279	1

Table 4

Table 5

Table 6

Table 7

D-value, CDC-value, and WDC-value of drought resistance evaluation in high oleic acid peanuts"

品种 Variety	隶属函数值Subordinate function value								D		CDC		WDC
品种 Variety	μ(x₁)	μ(x₂)	μ(x₃)	μ(x₄)	μ(x₅)	μ(x₆)	μ(x₇)	μ(x₈)	数值 Value	排序 Rank	数值Value	排序Rank	数值 Value	排序 Rank
冀花1120 Jihua 1120	0	0.637	0.591	0.427	0.529	0.427	0.276	0.681	0.400	25	0.846	21	0.795	24
冀花113白 Jihua 113 bai	0.476	0.114	0.361	0.568	0.584	0.577	0.452	0.583	0.414	22	0.844	22	0.812	21
冀花1182 Jihua 1182	0.228	0.162	0.577	0.843	0.271	0.085	0.071	0.620	0.343	26	0.837	25	0.787	26
冀花11号 Jihua 11	0.819	0.812	0	0.658	0.528	0.933	0.293	0.953	0.642	7	0.954	3	0.934	1
冀花1353 Jihua 1353	0.659	0.918	0.932	0.632	0.466	0.910	0.457	0.514	0.731	1	0.968	1	0.926	2
冀花13号 Jihua 13	0.755	0.503	0.537	0.691	0.600	0	0.283	0.268	0.544	13	0.894	13	0.862	14
冀花16号 Jihua 16	0.433	0.643	0.779	0.448	0.466	0.239	0.386	0.471	0.517	18	0.884	16	0.839	17
冀花18号 Jihua 18	0.737	0.877	0.335	0	0.531	0.179	0.597	0.185	0.527	16	0.887	14	0.862	15
冀花19号 Jihua 19	0.616	0.383	0.446	0.561	0.493	0.363	0.943	0.251	0.507	19	0.899	12	0.865	11
冀花2011 Jihua 2011	0.506	1.000	0.775	0.828	0.550	0.186	0.002	0.675	0.651	4	0.936	7	0.890	10
冀花2112 Jihua 2112	0.609	0.658	0.434	0.749	0	0.627	0.521	0.487	0.548	12	0.944	6	0.901	6
冀花2121 Jihua 2121	0.373	0.253	0.597	0.153	0.960	0.476	0.434	1.000	0.445	21	0.828	26	0.794	25
冀花21号 Jihua 21	0.525	0.112	0.397	0.496	0.522	0.321	0.536	0.559	0.402	24	0.839	24	0.807	22
冀花25号 Jihua 25	0.379	0.676	0.842	0.580	0.681	0.330	0.238	0.244	0.542	14	0.880	17	0.838	18
冀花28号 Jihua 28	0.261	0.842	0.779	0.394	0.296	0.533	0.416	0.709	0.528	15	0.918	10	0.862	13
冀花2912 Jihua 2912	1.000	0.480	0.610	0.710	0.802	0.272	0.169	0.325	0.648	5	0.915	11	0.893	8
冀花29号 Jihua 29	0.396	0.817	0.207	0.702	0.946	0.429	0.587	0.273	0.556	11	0.869	20	0.842	16
冀花311 Jihua 311	0.149	0.750	0.408	0.751	0.836	0.299	0.621	0.711	0.517	17	0.876	18	0.832	20
冀花4211 Jihua 4211	0.841	0.624	0.723	0.429	0.238	0.209	0.808	0.838	0.626	8	0.952	4	0.911	3
冀花51 Jihua 51	0.397	0.819	0.246	1.000	0.610	0.262	0.731	0.584	0.581	10	0.934	8	0.891	9
冀花521 Jihua 521	0.520	0	0.756	0.728	0.481	1.000	0.515	0.140	0.477	20	0.872	19	0.836	19
冀花572 Jihua 572	0.925	0.610	0.695	0.568	0.815	0.691	0.087	0.748	0.697	3	0.929	9	0.905	5
冀花712 Jihua 712	0.453	0.653	1.000	0.770	1.000	0.608	1.000	0.514	0.706	2	0.948	5	0.899	7
冀花714 Jihua 714	0.850	0.625	0.560	0.560	0.717	0.351	0.063	0.429	0.612	9	0.887	15	0.864	12
冀花915 Jihua 915	0.555	0.956	0.632	0.572	0.446	0.445	0.789	0.391	0.643	6	0.955	2	0.911	4
冀花97 Jihua 97	0.122	0.817	0.344	0.393	0.565	0.828	0	0	0.413	23	0.840	23	0.806	23
平均值Average									0.547		0.898		0.860
变异系数CV									0.191		0.048		0.051

Table 7

Table 8

Fig. 1

Table 9

Table 10

References 29

[1]	中华人民共和国国家统计局. [2024-05-30]. https://data.stats.gov.cn/easyquery.htm?cn=C01.
	National Bureau of Statistics, the People’s Republic of China. [2024-05-30]. https://data.stats.gov.cn/easyquery.htm?cn=C01.
[2]	Clavel D, Diouf O, Khalfaoui J L, Braconnier S. Genotypes variations in fluorescence parameters among closely related groundnut (Arachis hypogaea L.)lines and their potential for drought screening programs. Field Crops Res, 2006, 96: 296-306.
[3]	姜慧芳, 任小平. 干旱胁迫对花生叶片SOD活性和蛋白质的影响. 作物学报, 2004, 30: 169-174.
	Jiang H F, Ren X P. The effect on SOD activity and protein content in groundnut leaves by drought stress. Acta Agron Sin, 2004, 30: 169-174 (in Chinese with English abstract).
[4]	Ravi K, Vadez V, Isobe S, Mir R R, Guo Y, Nigam S N, Gowda M V C, Radhakrishnan T, Bertioli D J, Knapp S J, Varshney R K. Identification of several small main-effect QTLs and a large number of epistatic QTLs for drought tolerance related traits in groundnut (Arachis hypogaea L.). Theor Appl Genet, 2011, 122: 1119-1132. doi: 10.1007/s00122-010-1517-0 pmid: 21191568
[5]	Park S Y, Grabau E. Differential isoform expression and protein localization from alternatively spliced Apetala2 in peanut under drought stress. J Plant Physiol, 2016, 206: 98-102.
[6]	代小冬, 杜培, 秦利, 刘华, 张忠信, 高伟, 刘娟, 徐静, 董文召, 张新友. 花生抗旱性研究进展. 热带作物学报, 2021, 42: 1788-1794. doi: 10.3969/j.issn.1000-2561.2021.06.039
	Dai X D, Du P, Qin L, Liu H, Zhang Z X, Gao W, Liu J, Xu J, Dong W Z, Zhang X Y. Research progress and prospect of drought resistance in peanut (Arachis hypogaea L.). Chin J Trop Crops, 2021, 42: 1788-1794 (in Chinese with English abstract).
[7]	严美玲, 李向东, 林英杰, 王丽丽, 周录英. 苗期干旱胁迫对不同抗旱花生品种生理特性、产量和品质的影响. 作物学报, 2007, 33: 113-119.
	Yan M L, Li X D, Lin Y J, Wang L L, Zhou L Y. Effects of drought during seedling stage on physiological traits, yield and quality of different peanut cultivars. Acta Agron Sin, 2007, 33: 113-119 (in Chinese with English abstract).
[8]	张智猛, 万书波, 戴良香, 宋文武, 陈静, 石运庆. 花生抗旱性鉴定指标的筛选与评价. 植物生态学报, 2011, 35: 100-109. doi: 10.3724/SP.J.1258.2011.00100
	Zhang Z M, Wan S B, Dai L X, Song W W, Chen J, Shi Y Q. Estimating and screening of drought resistance indexes of peanut. Chin J Plant Ecol, 2011, 35: 100-109 (in Chinese with English abstract).
[9]	任婧瑶, 王婧, 艾鑫, 赵姝丽, 李仍媛, 蒋春姬, 赵新华, 殷冬梅, 于海秋. 干旱胁迫下花生苗期耐旱生理应答特性分析. 中国油料作物学报, 2022, 44: 138-146. doi: 10.19802/j.issn.1007-9084.2020300
	Ren J Y, Wang J, Ai X, Zhao S L, Li R Y, Jiang C J, Zhao X H, Yin D M, Yu H Q. Physiological response of peanut at seedling stage under drought stress. Chin J Oil Crop Sci, 2022, 44: 138-146 (in Chinese with English abstract).
[10]	张智猛, 万书波, 戴良香, 宋文武, 陈静, 苗华荣. 花生品种芽期抗旱性指标筛选与综合性评价. 中国农业科技导报, 2010, 12(1): 85-91.
	Zhang Z M, Wan S B, Dai L X, Song W W, Chen J, Miao H R. Index screening and comprehensive evaluation for drought resistance of peanut varieties at germination stage. J Agric Sci Technol, 2010, 12(1): 85-91 (in Chinese with English abstract).
[11]	厉广辉, 万勇善, 刘风珍, 张昆. 不同抗旱性花生品种根系形态及生理特性. 作物学报, 2014, 40: 531-541. doi: 10.3724/SP.J.1006.2014.00531
	Li G H, Wan Y S, Liu F Z, Zhang K. Morphological and physiological traits of root in different drought resistant peanut cultivars. Acta Agron Sin, 2014, 40: 531-541 (in Chinese with English abstract).
[12]	于树涛, 于国庆, 孙泓希, 任亮, 尤淑丽, 王虹, 周文雨, 王传堂. 高油酸花生品种(系)抗旱性综合评价. 分子植物育种, 2021, 19: 2747-2757.
	Yu S T, Yu G Q, Sun H X, Ren L, You S L, Wang H, Zhou W Y, Wang C T. Comprehensive evaluation of drought resistance of high oleic acid peanut varieties(lines). Mol Plant Breed, 2021, 19: 2747-2757 (in Chinese with English abstract).
[13]	王瑾, 李玉荣, 张嘉楠, 程增书, 陈四龙, 宋亚辉, 张朋娟. 中国花生主栽品种抗旱性鉴定及其遗传多样性分析. 中国农业科技导报, 2015, 17(1): 57-64.
	Wang J, Li Y R, Zhang J N, Cheng Z S, Chen S L, Song Y H, Zhang P J. Identification of drought resistance in peanut (Arachis hypogaea L.)main cultivar in china and analysis of its genetic diversity. J Agric Sci Technol, 2015, 17(1): 57-64 (in Chinese with English abstract).
[14]	金欣欣, 宋亚辉, 程增书, 王瑾, 李玉荣, 苏俏. 花针期灌溉对花生植株生长及产量的影响. 华北农学报, 2021, 36(6): 124-131. doi: 10.7668/hbnxb.20192504
	Jin X X, Song Y H, Cheng Z S, Wang J, Li Y R, Su Q. Effects of irrigation on growth and yield of peanut at anthesis. Acta Agric Boreali-Sin, 2021, 36(6): 124-131 (in Chinese with English abstract). doi: 10.7668/hbnxb.20192504
[15]	张晨, 戴良香, 张冠初, 丁红, 徐扬, 郭庆, 张智猛, 石书兵. 旱盐复合胁迫对花生荚果发育特性、产量和品质的影响. 花生学报, 2023, 52(1): 72-79.
	Zhang C, Dai L X, Zhang G C, Ding H, Xu Y, Guo Q, Zhang Z M, Shi S B. Effects of drought-salt combined stress on pod development, yield and quality of peanut. J Peanut Sci, 2023, 52(1): 72-79 (in Chinese with English abstract).
[16]	张智猛, 戴良香, 丁红, 陈殿绪, 杨伟强, 宋文武, 万书波. 中国北方主栽花生品种抗旱性鉴定与评价. 作物学报, 2012, 38: 495-504.
	Zhang Z M, Dai L X, Ding H, Chen D X, Yang W Q, Song W W, Wan S B. Identification and evaluation of drought resistance in different peanut varieties widely grown in Northern China. Acta Agron Sin, 2012, 38: 495-504 (in Chinese with English abstract).
[17]	宁东贤, 周红琴, 赵玉坤, 杨丽萍. 不同黑花生品种抗旱性状分析与综合评价. 山西农业大学学报(自然科学版), 2021, 41(5): 43-51.
	Ning D X, Zhou H Q, Zhao Y K, Yang L P. Synthetical evaluation and analysis of drought resistance traits of different black peanut varieties. J Shanxi Agric Univ (Nat Sci Edn), 2021, 41(5): 43-51 (in Chinese with English abstract).
[18]	孟雨, 田文仲, 温鹏飞, 丁志强, 张学品, 贺利, 段剑钊, 刘万代, 郭天财, 冯伟. 基于不同发育阶段协同的小麦品种抗旱性综合评判. 作物学报, 2023, 49: 570-582. doi: 10.3724/SP.J.1006.2023.21008
	Meng Y, Tian W Z, Wen P F, Ding Z Q, Zhang X P, He L, Duan J Z, Liu W D, Guo T C, Feng W. Comprehensive evaluation of drought resistance of wheat varieties based on synergy of different developmental stages. Acta Agron Sin, 2023, 49: 570-582 (in Chinese with English abstract). doi: 10.3724/SP.J.1006.2023.21008
[19]	汪灿, 周棱波, 张国兵, 张立异, 徐燕, 高旭, 姜讷, 邵明波. 薏苡种质资源成株期抗旱性鉴定及抗旱指标筛选. 作物学报, 2017, 43: 1381-1394. doi: 10.3724/SP.J.1006.2017.01381
	Wang C, Zhou L B, Zhang G B, Zhang L Y, Xu Y, Gao X, Jiang N, Shao M B. Identification and indices screening of drought resistance at adult plant stage in Job’s tears germplasm resources. Acta Agron Sin, 2017, 43: 1381-1394 (in Chinese with English abstract).
[20]	张海燕, 解备涛, 汪宝卿, 董顺旭, 段文学, 张立明. 不同甘薯品种抗旱性评价及耐旱指标筛选. 作物学报, 2019, 45: 419-430. doi: 10.3724/SP.J.1006.2019.84087
	Zhang H Y, Xie B T, Wang B Q, Dong S X, Duan W X, Zhang L M. Evaluation of drought tolerance and screening for drought- tolerant indicators in sweetpotato cultivars. Acta Agron Sin, 2019, 45: 419-430 (in Chinese with English abstract).
[21]	王倩, 董孔军, 薛亚鹏, 刘少雄, 王若楠, 杨佳琪, 陆平, 王瑞云, 杨天育, 刘敏轩. 糜子核心种质成株期抗旱性鉴定评价与抗旱种质筛选. 中国农业科学, 2023, 56: 4163-4174. doi: 10.3864/j.issn.0578-1752.2023.21.003
	Wang Q, Dong K J, Xue Y P, Liu S X, Wang R N, Yang J Q, Lu P, Wang R Y, Yang T Y, Liu M X. Identification and evaluation of drought tolerance and screening of drought-tolerant germplasm for core germplasms in proso millet at adult stage. Sci Agric Sin, 2023, 56: 4163-4174 (in Chinese with English abstract). doi: 10.3864/j.issn.0578-1752.2023.21.003
[22]	罗俊杰, 欧巧明, 叶春雷, 王方, 王镛臻, 陈玉梁. 重要胡麻栽培品种的抗旱性综合评价及指标筛选. 作物学报, 2014, 40: 1259-1273. doi: 10.3724/SP.J.1006.2014.01259
	Luo J J, Ou Q M, Ye C L, Wang F, Wang Y Z, Chen Y L. Comprehensive valuation of drought resistance and screening of indices of important flax cultivars. Acta Agron Sin, 2014, 40: 1259-1273 (in Chinese with English abstract).
[23]	王兴荣, 李玥, 张彦军, 李永生, 汪军成, 徐银萍, 祁旭升. 青稞种质资源成株期抗旱性鉴定及抗旱指标筛选. 作物学报, 2022, 48: 1279-1287. doi: 10.3724/SP.J.1006.2022.11048
	Wang X R, Li Y, Zhang Y J, Li Y S, Wang J C, Xu Y P, Qi X S. Drought resistance identification and drought resistance indexes screening of tibetan hulless barley resources at adult stage. Acta Agron Sin, 2022, 48: 1279-1287 (in Chinese with English abstract).
[24]	廖俊华, 何泽民, 游宇, 毛金雄. 我国高油酸花生的研究进展. 粮食与油脂, 2023, 36(4): 5-8.
	Liao J H, He Z M, You Y, Mao J X. Research progress of high-oleic acid peanut in China. Cereals Oils, 2023, 36(4): 5-8 (in Chinese with English abstract).
[25]	廖伯寿. 我国花生生产发展现状与潜力分析. 中国油料作物学报, 2020, 42: 161-166.
	Liao B S. A review on progress and prospects of peanut industry in China. Chin J Oil Crop Sci, 2020, 42: 161-166 (in Chinese with English abstract). doi: 10.19802/j.issn.1007-9084.2020115
[26]	李丽, 崔顺立, 穆国俊, 杨鑫雷, 侯名语, 李文平, 刘富强, 刘立峰. 高油酸花生遗传改良研究进展. 中国油料作物学报, 2019, 41: 986-997. doi: 10.19802/j.issn.1007-9084.2019160
	Li L, Cui S L, Mu G J, Yang X L, Hou M Y, Li W P, Liu F Q, Liu L F. Research progress of peanut breeding with high oleic acid. Chin J Oil Crop Sci, 2019, 41: 986-997 (in Chinese with English abstract). doi: 10.19802/j.issn.1007-9084.2019160
[27]	韩艳红, 于沐, 石彦召, 杨海棠, 胡延岭, 刘软枝, 李盼, 朱桢桢. 基于隶属函数法对13个花生品种品质的综合评价. 中国农学通报, 2022, 38(2): 7-11. doi: 10.11924/j.issn.1000-6850.casb2021-0979
	Han Y H, Yu M, Shi Y Z, Yang H T, Hu Y L, Liu R Z, Li P, Zhu Z Z. Comprehensive evaluation of the quality of 13 peanut varieties by membership function method. Chin Agric Sci Bull, 2022, 38(2): 7-11 (in Chinese with English abstract). doi: 10.11924/j.issn.1000-6850.casb2021-0979
[28]	刘博宽, 赵楠楠, 崔顺立, 李秀坤, 刘盈茹, 何美敬, 侯名语, 杨鑫雷, 穆国俊, 刘立峰. 不同花生品种抗旱性鉴定及抗旱指标评价. 中国农学通报, 2021, 37(19): 27-35. doi: 10.11924/j.issn.1000-6850.casb2021-0236
	Liu B K, Zhao N N, Cui S L, Li X K, Liu Y R, He M J, Hou M Y, Yang X L, Mu G J, Liu L F. Peanut varieties: drought resistance identification and drought resistance indices' evaluation. Chin Agric Sci Bull, 2021, 37(19): 27-35 (in Chinese with English abstract).
[29]	陈雷, 杨明达, 贺群岭, 李帅, 王宏青, 张枫叶, 张梦圆, 吴继华. 基于不同生育时期干旱对花生抗旱性的综合评定. 花生学报, 2024, 53(2): 31-38.
	Chen L, Yang M D, He Q L, Li S, Wang H Q, Zhang F Y, Zhang M Y, Wu J H. Comprehensive evaluation on drought resistance of peanuts at different growth stages. J Peanut Sci, 2024, 53(2): 31-38 (in Chinese with English abstract).

Metrics

Viewed

Full text

Abstract

Cited

Shared

Discussed

Comments

Recommended 0

No Suggested Reading articles found!

指标 Index	主成分 Principal component
指标 Index	PC1	PC2	PC3	PC4	PC5	PC6	PC7	PC8
主茎高SH	0.614	-0.253	0.551	-0.012	0.161	0.379	0.068	-0.077
侧枝长BL	0.694	-0.153	0.396	-0.213	0.175	0.410	0.004	-0.174
总分枝数TBN	0.392	-0.305	0.367	0.687	0.144	-0.136	-0.158	0.256
结果枝NBP	0.450	-0.193	0.339	0.741	0.035	-0.154	-0.157	0.169
地上部干重SDW	0.673	0.074	0.258	-0.461	-0.306	0.110	-0.167	0.155
根干重RDW	0.178	0.440	0.475	-0.113	-0.564	0.038	0.418	0.107
单株果重PWP	0.617	0.405	-0.525	-0.091	-0.079	-0.015	0.024	-0.009
单株果数PNP	0.682	0.314	-0.302	0.196	-0.039	0.121	-0.015	-0.125
饱果率FPR	-0.071	0.219	-0.451	0.495	0.209	0.355	0.432	0.013
根冠比RSR	-0.455	0.310	0.518	0.252	-0.419	-0.075	0.354	0.092
百果质量PW	0.437	0.551	0.125	-0.249	0.388	-0.375	0.127	0.285
百仁质量SW	0.457	0.607	0.002	-0.250	0.348	-0.397	0.086	0.128
出米率SPR	-0.053	0.514	0.216	0.361	0.091	-0.317	0.110	-0.562
产量Y	0.600	0.597	-0.053	0.275	0.020	0.160	-0.029	-0.216
油酸OA	-0.313	0.756	0.235	-0.166	0.049	0.209	-0.228	-0.024
亚油酸LA	0.519	-0.661	-0.270	-0.052	-0.262	-0.225	0.200	-0.080
油亚比O/L	-0.636	0.540	0.241	0.087	0.225	0.235	-0.232	0.110
蔗糖含量SC	0.109	0.378	-0.504	0.273	-0.191	0.296	0.011	0.394
含油量OC	-0.175	-0.372	0.135	-0.188	0.609	0.146	0.476	0.114
特征根Characteristic root	4.335	3.697	2.364	2.126	1.526	1.198	0.979	0.839
贡献率Contribution rate (%)	22.814	19.461	12.441	11.187	8.033	6.306	5.150	4.415
累计贡献率 Cumulative contribution rate (%)	22.814	42.274	54.715	65.903	73.936	80.242	85.392	89.807
因子权重Factor weight	0.254	0.217	0.139	0.125	0.089	0.070	0.057	0.049

指标 Index	抗旱品种 Drought resistant variety	中等抗旱品种 Medium drought resistant variety	干旱敏感品种 Drought sensitive varieties
主茎高SH (cm)	41.68	41.77	46.54
侧枝长BL (cm)	45.51	45.65	51.11
总分枝数TBN	7.16	7.94	7.75
结果枝数NBP	7.01	7.81	7.63
地上部干重SDW (g plant^-1)	21.71	25.70	29.01
根干重RDW (g plant^-1)	0.62	0.69	0.82
单株果重PWP (g)	14.37	15.01	13.31
单株果数PNP	10.84	12.44	9.75
饱果率FPR	0.63	0.64	0.61
根冠比RSR	0.019	0.019	0.021
百果质量PW (g)	207.08	191.73	187.83
百仁质量SW (g)	82.23	76.52	70.39
出米率SPR (%)	66.74	65.08	58.17
产量Y (kg hm^-2)	272.86	263.93	224.14
油酸OA (%)	80.00	80.51	78.17
亚油酸LA (%)	2.85	2.73	3.53
油亚比O/L	29.43	31.12	25.11
蔗糖含量SC (mg g^-1)	31.94	31.91	37.42
含油量OC (%)	49.94	49.78	47.64

因变量 Dependent variable	多元逐步回归方程 Multiple stepwise regression equation	决定系数R²	F值 F-value	P值 P-value	相关系数r
因变量 Dependent variable	多元逐步回归方程 Multiple stepwise regression equation	决定系数R²	F值 F-value	P值 P-value	CDC值 CDC-value	WDC值 WDC-value	产量 Yield
D值 D-value	Y = -0.888+0.438X₁₄+0.349X₁+0.667X₁₁+ 0.088X₁₀+ 0.144X₉+0.199X₈	0.929	41.58^**	0.0001	0.885^**	0.913^**	0.777^**
CDC值 CDC-value	Y = 0.369+0.141X₁₄+0.133 X₆+0.066X₁₈+ 0.116X₃+0.066X₁+0.088 X₁₂	0.949	58.50^**	0.0001		0.974^**	0.701^**
WDC值 WDC-value	Y = 0.320+0.171X₁₄+0.092X₆+0.069X₁₈+ 0.103X₁+0.119X₁₂+0.100X₄	0.958	72.25^**	0.0001			0.777^**

Identification and comprehensive evaluation of drought resistance in high oleic acid Jihua peanut varieties

RichHTML434

PDF

Abstract

Cite this article

share this article

Figures/Tables 11

References 29

Related Articles 15

Metrics

Comments

Recommended 0

序号 Number	名称 Name	序号 Number	名称 Name	序号 Number	名称 Name
1	冀花4211 Jihua 4211	10	冀花28号 Jihua 28	19	冀花51 Jihua 51
2	冀花18号 Jihua 18	11	冀花915 Jihua 915	20	冀花1120 Jihua 1120
3	冀花13号 Jihua 13	12	冀花714 Jihua 714	21	冀花1182 Jihua 1182
4	冀花11号 Jihua 11	13	冀花2112 Jihua 2112	22	冀花2121 Jihua 2121
5	冀花19号 Jihua 19	14	冀花572 Jihua 572	23	冀花521 Jihua 521
6	冀花21号 Jihua 21	15	冀花2011 Jihua 2011	24	冀花113白 Jihua 113 bai
7	冀花25号 Jihua 25	16	冀花712 Jihua 712	25	冀花2912 Jihua 2912
8	冀花16号 Jihua 16	17	冀花311 Jihua 311	26	冀花1353 Jihua 1353
9	冀花29号 Jihua 29	18	冀花97 Jihua 97

指标 Index	0 < DC <0.2		0.2 < DC < 0.4		0.4 < DC < 0.6		0.6 < DC < 0.8		0.8 < DC < 1		1 < DC < 2.4
指标 Index	次数 Times	频率Frequency	次数Times	频率Frequency	次数Times	频率Frequency	次数 Times	频率Frequency	次数 Times	频率Frequency	次数 Times	频率Frequency
主茎高SH	0	0	0	0	5	19	13	50	8	31	0	0
侧枝长BL	0	0	0	0	3	12	17	65	6	23	0	0
总分枝数TBN	0	0	0	0	0	0	1	4	6	23	19	73
结果枝数BPN	0	0	0	0	0	0	0	0	6	23	20	77
地上部干重SDW	0	0	0	0	0	0	7	27	17	65	2	8
根干重RDW	0	0	0	0	0	0	0	0	10	38	16	62
单株果重PWP	0	0	4	15	14	54	8	31	0	0	0	0
单株果数PNP	0	0	1	4	15	58	10	38	0	0	0	0
饱果率FPR	0	0	0	0	1	4	16	62	8	31	1	4
根冠比RSR	0	0	0	0	0	0	0	0	0	0	26	100
百果质量PW	0	0	0	0	0	0	6	23	20	77	0	0
百仁质量SW	0	0	0	0	0	0	5	19	20	77	1	4
出米率SPR	0	0	0	0	0	0	3	12	21	81	2	8
产量Y	1	4	16	62	9	35	0	0	0	0	0	0
油酸OA	0	0	0	0	0	0	22	85	0	0	4	15
亚油酸LA	0	0	0	0	0	0	7	27	14	54	5	19
油亚比O/L	0	0	0	0	0	0	0	0	4	15	22	85
蔗糖含量SC	0	0	0	0	0	0	7	27	11	42	8	31
含油量OC	0	0	0	0	0	0	0	0	20	77	6	23

指标 Index	关联度 γ_D	排序 Rank	权重 Weight	关联度 γ_WDC	排序 Rank
主茎高SH	0.837	4	0.060	0.843	10
侧枝长BL	0.826	5	0.059	0.862	7
总分枝数TBN	0.657	15	0.047	0.816	12
结果枝数NBP	0.654	16	0.047	0.813	13
地上部干重SDW	0.755	7	0.054	0.905	4
根干重RDW	0.631	17	0.045	0.776	14
单株果重PWP	0.907	3	0.065	0.684	18
单株果数PNP	0.918	2	0.065	0.714	16
饱果率FPR	0.821	6	0.058	0.851	8
根冠比RSR	0.463	19	0.033	0.503	19
百果质量PW	0.750	9	0.053	0.941	1
百仁质量SW	0.751	8	0.053	0.940	2
出米率SPR	0.723	11	0.051	0.907	3
产量Y	0.951	1	0.068	0.706	17
油酸OA	0.672	14	0.048	0.848	9
亚油酸LA	0.732	10	0.052	0.892	5
油亚比O/L	0.620	18	0.044	0.754	15
蔗糖含量SC	0.708	12	0.050	0.842	11
含油量OC	0.685	13	0.049	0.871	6

[1]	JIN Gao-Rui, WU Xiao-Li, DENG Li, CHEN Yu-Ning, YU Bo-Lun, GUO Jian-Bin, DING Ying-Bin, LIU Nian, LUO Huai-Yong, CHEN Wei-Gang, HUANG Li, ZHOU Xiao-Jing, HUAI Dong-Xin, TAN Jia-Zhuang, JIANG Hui-Fang, REN Li, LEI Yong, LIAO Bo-Shou. Development and characterization of novel peanut genetic stocks with high oleic acid and enhanced resistance both to Aspergillus flavus infection and aflatoxin production [J]. Acta Agronomica Sinica, 2025, 51(3): 687-895.
[2]	ZHAO Fei-Fei, LI Shao-Xiong, LIU Hao, LI Hai-Fen, WANG Run-Feng, HUANG Lu, YU Qian-Xia, HONG Yan-Bin, CHEN Xiao-Ping, LU Qing, CAO Yu-Man. Association mapping of internode and lateral branch internode length of peanut main stem and analysis of candidate genes [J]. Acta Agronomica Sinica, 2025, 51(2): 548-556.
[3]	WANG Run-Feng, LI Wen-Jia, LIAO Yong-Jun, LU Qing, LIU Hao, LI Hai-Fen, LI Shao-Xiong, LIANG Xuan-Qiang, HONG Yan-Bin, CHEN Xiao-Ping. Evaluation of pod maturity and identification of early-maturing germplasm for core peanut germplasm resources [J]. Acta Agronomica Sinica, 2025, 51(2): 395-404.
[4]	HU Peng-Ju, GUO Song, SONG Ya-Hui, JIN Xin-Xin, SU Qiao, YANG Yong-Qing, WANG Jin. Genetic and QTL mapping analysis of oil content in peanut across multiple environments [J]. Acta Agronomica Sinica, 2025, 51(2): 324-333.
[5]	NIE Bo-Tao, LIU De-Quan, CHEN Jian, CUI Zheng-Guo, HOU Yun-Long, CHEN Liang, QIU Hong-Mei, WANG Yue-Qiang. Analysis and comprehensive evaluation of agronomic and quality traits of spring soybean varieties in northern China [J]. Acta Agronomica Sinica, 2024, 50(9): 2248-2266.
[6]	YAN Feng, DONG Yang, LI Qing-Quan, ZHAO Fu-Yang, HOU Xiao-Min, LIU Yang, LI Qing-Chao, ZHAO Lei, FAN Guo-Quan, LIU Kai. Comprehensively evaluation on cold tolerance of foxtail millet varieties at germination stage [J]. Acta Agronomica Sinica, 2024, 50(9): 2207-2218.
[7]	LIU Yong-Hui, SHEN Yi, SHEN Yue, LIANG Man, SHA Qin, ZHANG Xu-Yao, CHEN Zhi-De. Cloning and functional analysis of drought-inducible promoter AhMYB44-11- Pro in peanut (Arachis hypogaea L.) [J]. Acta Agronomica Sinica, 2024, 50(9): 2157-2166.
[8]	ZHU Rong-Yu, ZHAO Meng-Jie, YAO Yun-Feng, LI Yan-Hong, LI Xiang-Dong, LIU Zhao-Xin. Effects of straw returning methods and sowing depth on soil physical properties and emergence characteristics of summer peanut [J]. Acta Agronomica Sinica, 2024, 50(8): 2106-2121.
[9]	LI Xiao-Fei, GAO Hua-Wei, GUANG Hui, SHI Yu-Xin, GU Yong-Zhe, QI Zhao-Ming, QIU Li-Juan. Identification and evaluation of atrazine tolerance of soybean germplasm resources at germination stage and screening of excellent germplasm [J]. Acta Agronomica Sinica, 2024, 50(7): 1699-1709.
[10]	YANG Qi-Rui, LI Lan-Tao, ZHANG Duo, WANG Ya-Xian, SHENG Kai, WANG Yi-Lun. Effect of phosphorus application on yield, quality, light temperature physiological characteristics, and root morphology in summer peanut [J]. Acta Agronomica Sinica, 2024, 50(7): 1841-1854.
[11]	LI Hang, LIU Li, HUANG Qian, LIU Wen-Hao, SI Ai-Jun, KONG Xian-Hui, WANG Xu-Wen, ZHAO Fu-Xiang, MEI Yong-Jun, YU Yu. Identification and screening of salt tolerance of cotton germplasm resources at germination stage [J]. Acta Agronomica Sinica, 2024, 50(5): 1147-1157.
[12]	LI Hai-Fen, LU Qing, LIU Hao, WEN Shi-Jie, WANG Run-Feng, HUANG Lu, CHEN Xiao-Ping, HONG Yan-Bin, LIANG Xuan-Qiang. Genome-wide identification and expression analysis of AhGA3ox gene family in peanut (Arachis hypogaea L.) [J]. Acta Agronomica Sinica, 2024, 50(4): 932-943.
[13]	LU Qing, LIU Hao, LI Hai-Fen, WANG Run-Feng, HUANG Lu, LIANG Xuan-Qiang, CHEN Xiao-Ping, HONG Yan-Bin, LIU Hai-Yan, LI Shao-Xiong. Research on oil content screen with genomic selection and near infrared ray in peanut (Arachis hypogaea L.) [J]. Acta Agronomica Sinica, 2024, 50(4): 969-980.
[14]	ZHANG Yue, WANG Zhi-Hui, HUAI Dong-Xin, LIU Nian, JIANG Hui-Fang, LIAO Bo-Shou, LEI Yong. Research progress on genetic basis and QTL mapping of oil content in peanut seed [J]. Acta Agronomica Sinica, 2024, 50(3): 529-542.
[15]	YIN Xiang-Zhen, ZHAO Jian-Xin, HAO Cui-Cui, PAN Li-Juan, CHEN Na, XU Jing, JIANG Xiao, ZHAO Xu-Hong, WANG En-Qi, CAO Huan, YU Shan-Lin, CHI Xiao-Yuan. Cloning and expression analysis of transcription factor AhWRI1s in peanut [J]. Acta Agronomica Sinica, 2024, 50(12): 3155-3164.