Scientia Silvae Sinicae ›› 2025, Vol. 61 ›› Issue (2): 101-112.doi: 10.11707/j.1001-7488.LYKX20240064
• Research papers • Previous Articles Next Articles
Shulei He(),Yanmei Chen*(
),Qianyuan Liu,Wenfang Guo
Received:
2024-01-31
Online:
2025-02-25
Published:
2025-03-03
Contact:
Yanmei Chen
E-mail:heshulei1@163.com;chenyanmei@hebtu.edu.cn
CLC Number:
Shulei He,Yanmei Chen,Qianyuan Liu,Wenfang Guo. Phenotypic Characterizatics of Ziziphus jujuba var. spinosa Fruit in the Eastern Taihang Mountains and the Main Driving Factors[J]. Scientia Silvae Sinicae, 2025, 61(2): 101-112.
Table 1
Geographical environment of sampling location"
代码 Code | 省 Province | 市 City | 县/区 County/District | 经度 Longitude (E) | 纬度 Latitude (N) | 代码 Code | 省 Province | 市 City | 县/区 County/District | 经度 Longitude (E) | 纬度 Latitude (N) | |
1 | 河南 Henan | 济源 Jiyuan | 112°33′2.44″ | 35°0′15.39″ | 20 | 河北 Hebei | 石家庄 Shijiazhuang | 赞皇1 Zanhuang | 114°27′36.87″ | 37°35′20.8″ | ||
2 | 焦作 Jiaozuo | 博爱 Boai | 113°4′29.4″ | 35°13′9.9″ | 21 | 赞皇2 Zanhuang | 114°15′43.97″ | 37°40′46.43″ | ||||
3 | 新乡 Xinxiang | 辉县 Huixian | 113°32′15.09″ | 35°30′15.09″ | 22 | 元氏 Yuanshi | 114°21′41.71″ | 37°49′6.47″ | ||||
4 | 鹤壁 Hebi | 淇县 Qixian | 114°08′53.42″ | 35°43′09.30″ | 23 | 井陉 Jingxing | 114°17′31.79″ | 37°56′45.02″ | ||||
5 | 安阳 Anyang | 林州1 Linzhou | 113°48′10.40″ | 35°45′29.97″ | 24 | 鹿泉 Luquan | 114°15′47.47″ | 38°8′38.78″ | ||||
6 | 安阳 Anyang | 114°03′23.05″ | 36°07′21.00″ | 25 | 平山 Pingshan | 114°10′59.48″ | 38°20′37.89″ | |||||
7 | 林州2 Linzhou | 113°52′51.55″ | 36°13′32.24″ | 26 | 灵寿 Lingshou | 114°11′54.71″ | 38°29′55.82″ | |||||
8 | 河北 Hebei | 邯郸 Handan | 磁县 Cixian | 114°05′07.84″ | 36°20′57.62″ | 27 | 行唐 Xingtang | 114°18′49.38″ | 38°34′56.36″ | |||
9 | 涉县 Shexian | 113°45′54.45″ | 36°41′54.45″ | 28 | 保定 Baoding | 曲阳 Quyang | 114°33′35.76″ | 38°41′37.46″ | ||||
10 | 武安1 Wu’an | 113°57′4.94″ | 36°43′28.89″ | 29 | 唐县 Tangxian | 114°41′47.86″ | 38°55′31.21″ | |||||
11 | 武安2 Wu’an | 113°58′23″ | 36°48′21.39″ | 30 | 顺平 Shunping | 114°53′38.15″ | 39°0′32.64″ | |||||
12 | 邢台 Xingtai | 沙河1 Shahe | 114°12′24.73″ | 36°52′28″ | 31 | 阜平 Fuping | 114°20′51.57″ | 39°1′55.51″ | ||||
13 | 沙河2 Shahe | 114°7′45.22″ | 36°57′42.64″ | 32 | 易县 Yixian | 115°7′12.96″ | 39°3′20.80″ | |||||
14 | 信都1 Xindu | 114°10′2.61″ | 37°4′41.49″ | 33 | 涞源 Laiyuan | 114°51′21.69″ | 39°11′33.69″ | |||||
15 | 信都2 Xindu | 114°19′51.94″ | 37°10′52.81″ | 34 | 涞水 Laishui | 115°38′7.59″ | 39°28′38″ | |||||
16 | 内丘1 Neiqiu | 114°03′23.05″ | 37°16′39.93″ | 35 | 北京 Beijing | 房山 Fangshan | 115°59′27.47″ | 39°46′38.74″ | ||||
17 | 内丘2 Neiqiu | 114°17′59.77″ | 37°19′36.11″ | 36 | 门头沟 Mentougou | 116°1′17.26″ | 39°52′41.4″ | |||||
18 | 临城1 Lincheng | 114°27′37.6″ | 37°27′24.02″ | 37 | 昌平 Changping | 115°58′15.84″ | 40°6′4.69″ | |||||
19 | 临城2 Lincheng | 114°25′31.05″ | 37°31′30.92″ | 38 | 延庆 Yanqing | 114°25′31.05″ | 37°31′30.92″ |
Table 2
Variation characteristics of Ziziphus jujuba var. spinosa traits in 38 sampling sites"
性状 Traits | 最大值 Maximum | 最小值 Minimum | 平均值 Mean | 标准差 Standard deviation | 变异系数 Coefficient of variation |
果实纵径Fruit vertical diameter/mm | 18.52 | 9.93 | 13.26 | 1.69 | 7.94 |
果实横径Fruit horizontal diameter/mm | 16.13 | 9.78 | 12.73 | 1.26 | 6.01 |
果核纵径Nutlet vertical diameter /mm | 13.62 | 7.48 | 10.07 | 1.26 | 8.11 |
果核横径Nutlet horizontal diameter/mm | 8.24 | 5.89 | 7.06 | 0.47 | 4.57 |
果仁纵径Kernel vertical diameter/mm | 8.30 | 4.55 | 6.30 | 0.62 | 6.10 |
果仁横径Kernel horizontal diameter/mm | 6.11 | 4.01 | 4.99 | 0.44 | 6.08 |
果实质量Fruit mass/g | 8.50 | 2.55 | 4.55 | 1.11 | 13.72 |
果核质量Nutlet mass/g | 4.25 | 1.26 | 2.44 | 0.57 | 12.50 |
果仁质量Kernel mass/g | 0.59 | 0.14 | 0.33 | 0.08 | 20.86 |
果形指数Fruit shape index (%) | 1.44 | 0.85 | 1.04 | 0.10 | 7.40 |
果核指数Nutlet index (%) | 2.13 | 1.17 | 1.43 | 0.17 | 8.50 |
鲜果含水率Fresh fruit moisture content (%) | 0.89 | 0.17 | 0.67 | 0.05 | 3.65 |
鲜果可食率Fresh fruit edible rate (%) | 0.66 | 0.20 | 0.45 | 0.10 | 13.35 |
果核占比Nutlet rate (%) | 0.67 | 0.28 | 0.47 | 0.10 | 11.50 |
出仁率Kernel rate (%) | 0.13 | 0.03 | 0.07 | 0.02 | 19.63 |
Table 3
Distribution characteristics of environmental factors"
Code | A /m | AP/mm | AAT/ ℃ | EAT 2022/ ℃ | RDLS | EC/ (μs·cm?1) | SMC (%) | pH | SBD /(g·cm?3) | TP/ (g·kg?1) | SN /(g·kg?1) | TOC/ (g·kg?1) | C/N |
1 | 255 | 715.1 | 14.2 | 3 805.55 | 11 | 163.58±6.41ab | 10.55±0.4abcde | 8.48±0.06 | 0.94±0.04abc | 0.50±0.06bc | 0.58±0.11b | 9.30±1.29d | 16.17 |
2 | 207 | 588.7 | 15.2 | 3 909.25 | 11 | 192.75±12.61ab | 6.45±0.48bcdefg | 8.29±0.11 | 0.76±0.12c | 0.87±0.11bc | 1.35±0.32ab | 21.10±3.54d | 15.63 |
3 | 289 | 697.3 | 14.1 | 3 779.23 | 18 | 190.42±66.75ab | 5.76±0.77cdefg | 6.65±0.16 | 0.79±0.22bc | 0.92±0.16bc | 2.93±1.26a | 33.75±15cd | 11.54 |
4 | 189 | 586.7 | 15.3 | 3 934.80 | 12 | 161.42±8.42ab | 6.31±0.35bcdefg | 8.44±0.10 | 1.19±0.15abc | 0.33±0.10c | 0.95±0.16ab | 50.75±13.16bc | 53.42 |
5 | 519 | 728.7 | 13.5 | 3 424.14 | 6 | 184.50±26.67ab | 5.65±0.56cdefg | 8.07±0.15 | 0.88±0.05bc | 0.86±0.15bc | 2.68±0.58ab | 34.33±4.74cd | 12.83 |
6 | 262 | 560.6 | 15.0 | 3 938.13 | 18 | 254.00±20.60ab | 10.9±1.14abcd | 7.93±0.11 | 1.10±0.09abc | 0.53±0.11bc | 1.80±0.37ab | 60.93±7.31ab | 33.85 |
7 | 517 | 728.7 | 13.5 | 3 424.14 | 21 | 207.17±39.79ab | 8.53±0.45abcde | 8.01±0.06 | 0.92±0.09abc | 0.59±0.06bc | 1.23±0.39ab | 22.85±10.02cd | 18.65 |
8 | 188 | 577.4 | 14.5 | 3 882.14 | 8 | 225.25±55.73ab | 5.79±1.08cdefg | 8.23±0.02 | 0.98±0.1abc | 0.67±0.02bc | 0.73±0.24b | 14.45±3.95d | 19.93 |
9 | 683 | 685.7 | 12.0 | 3 271.58 | 13 | 141.25±12.93ab | 5.21±0.85cdefg | 8.12±0.28 | 1.24±0.09abc | 1.35±0.28abc | 1.18±0.28ab | 10.55±2.68d | 8.98 |
10 | 456 | 618.9 | 13.3 | 3 410.30 | 6 | 257.58±25.47ab | 7.35±0.79bcdefg | 8.37±0.32 | 0.98±0.13abc | 1.00±0.32bc | 1.53±0.6ab | 36.98±10.76cd | 24.25 |
11 | 507 | 618.9 | 13.3 | 3 410.30 | 27 | 190.83±19.11ab | 11.31±0.80abc | 7.92±0.21 | 0.98±0.1abc | 0.61±0.21bc | 2.00±0.27ab | 22.13±3.7cd | 11.06 |
12 | 282 | 602.1 | 13.8 | 3 526.89 | 7 | 153.08±3.98ab | 6.42±1.00bcdefg | 7.31±0.09 | 1.16±0.15abc | 0.40±0.09bc | 1.88±0.51ab | 27.03±6.29cd | 14.41 |
13 | 379 | 602.1 | 13.8 | 3 526.89 | 71 | 210.83±6.50ab | 10.90±0.90abcd | 7.95±0.25 | 0.99±0.1abc | 0.46±0.25bc | 0.93±0.06ab | 9.73±0.66d | 10.51 |
14 | 287 | 670.5 | 13.0 | 3 427.40 | 2 | 79.50±18.54b | 2.39±0.14g | 7.49±0.15 | 1.41±0.03a | 1.57±0.15abc | 0.63±0.06b | 5.78±0.36d | 9.24 |
15 | 165 | 670.5 | 13.0 | 3 427.40 | 7 | 270.50±17.16ab | 8.53±0.83abcdef | 8.03±0.13 | 1.00±0.10abc | 0.65±0.13bc | 0.95±0.1ab | 11.70±1.27d | 12.32 |
16 | 160 | 592.3 | 13.7 | 3 466.88 | 14 | 148.58±12.82ab | 4.55±1.27defg | 8.50±0.18 | 1.26±0.04abc | 0.66±0.18bc | 0.78±0.09b | 8.55±0.92d | 11.03 |
17 | 268 | 592.3 | 13.7 | 3 466.88 | 16 | 145.67±47.70ab | 4.93±1.64cdefg | 6.62±0.13 | 1.29±0.14ab | 0.55±0.13bc | 0.95±0.32ab | 10.53±3.76d | 11.08 |
18 | 97 | 611.8 | 13.5 | 3 526.47 | 5 | 192.33±10.13ab | 9.43±0.75abcdef | 8.09±0.42 | 1.31±0.04ab | 1.06±0.42bc | 0.88±0.09ab | 7.48±1.15d | 8.54 |
19 | 206 | 611.8 | 13.5 | 3 526.47 | 17 | 209.67±10.33ab | 10.38±0.45abcde | 8.33±0.12 | 1.19±0.03abc | 0.43±0.12bc | 0.65±0.09b | 3.55±0.48d | 5.46 |
20 | 155 | 669.4 | 13.2 | 3 451.27 | 3 | 227.08±18.58ab | 9.71±0.71abcdef | 8.23±0.03 | 1.11±0.07abc | 0.33±0.03c | 0.88±0.05ab | 17.75±6.12d | 20.29 |
21 | 202 | 628.5 | 13.9 | 3 451.27 | 11 | 233.33±43.85ab | 9.16±2.85abcdef | 7.74±0.09 | 1.41±0.07a | 0.45±0.09bc | 1.20±0.17ab | 10.25±1.92d | 8.54 |
22 | 145 | 703.7 | 12.6 | 3 560.03 | 3 | 200.58±9.64ab | 9.25±1.36abcdef | 8.01±0.07 | 1.02±0.08ab | 0.55±0.07bc | 1.03±0.13ab | 12.73±2.75d | 12.41 |
23 | 346 | 694.5 | 11.4 | 3 350.11 | 28 | 212.67±19.14ab | 9.38±2.12abcdef | 8.29±0.08 | 1.31±0.04abc | 0.66±0.08bc | 0.88±0.05ab | 15.43±2.07d | 17.63 |
24 | 273 | 610.6 | 13.8 | 3 555.35 | 9 | 211.00±12.27ab | 10.26±0.46abcdef | 7.74±0.03 | 1.20±0.10abc | 0.53±0.03bc | 0.98±0.14ab | 10.18±1.60d | 10.44 |
25 | 154 | 683.0 | 11.9 | 3 222.76 | 13 | 184.00±15.39ab | 9.35±0.98abcdef | 6.93±0.20 | 1.26±0.05abc | 0.87±0.20bc | 1.00±0.07ab | 11.08±0.91d | 11.08 |
26 | 216 | 575.3 | 13.2 | 3 356.99 | 3 | 158.67±37.65ab | 8.82±1.34abcdef | 8.17±0.03 | 1.25±0.07abc | 0.75±0.03bc | 0.58±0.03b | 6.85±0.55d | 11.91 |
27 | 229 | 578.7 | 12.9 | 3 521.48 | 6 | 176.83±26.12ab | 8.30±1.64abcdef | 8.20±0.28 | 1.25±0.08abc | 1.18±0.28bc | 0.55±0.12b | 8.50±2.13d | 15.45 |
28 | 116 | 611.7 | 12.4 | 3 531.80 | 16 | 207.50±31.30ab | 8.69±1.07abcdef | 8.41±0.55 | 1.17±0.03abc | 1.46±0.55abc | 1.38±0.55ab | 13.33±7.03d | 9.69 |
29 | 246 | 602.9 | 12.8 | 3 398.67 | 5 | 217.08±18.27ab | 10.22±0.38abcdef | 8.17±0.10 | 1.21±0.03abc | 0.69±0.10bc | 0.90±0.34ab | 18.33±8.75d | 20.36 |
30 | 242 | 740.6 | 10.4 | 3 481.77 | 38 | 232.83±25.33ab | 14.12±0.68a | 8.13±0.25 | 1.19±0.06abc | 1.28±0.25abc | 1.20±0.23ab | 11.30±1.07d | 9.42 |
31 | 684 | 637.2 | 11.5 | 3 113.26 | 11 | 215.08±31.85ab | 5.94±0.34cdefg | 7.37±0.33 | 1.20±0.07abc | 2.23±0.33a | 1.83±0.23ab | 23.58±3.54cd | 12.92 |
32 | 271 | 637.2 | 11.5 | 3 313.72 | 24 | 179.33±43.42ab | 11.05±1.63abcd | 6.84±0.19 | 0.99±0.07abc | 0.74±0.19bc | 1.58±0.31ab | 15.30±3.12d | 9.71 |
33 | 582 | 695.9 | 8.3 | 2 844.67 | 28 | 115.67±28.31ab | 4.24±2.25efg | 6.26±0.41 | 1.31±0.06ab | 2.25±0.41a | 1.20±0.23ab | 12.35±2.71d | 10.29 |
34 | 88 | 625.8 | 10.4 | 3 167.87 | 3 | 201.92±20.30ab | 9.75±0.17abcde | 7.96±0.09 | 1.12±0.07abc | 0.68±0.09bc | 0.90±0.13ab | 10.75±1.27d | 11.94 |
35 | 146 | 601.0 | 11.5 | 3 271.27 | 16 | 268.50±26.44ab | 9.88±0.94abcde | 8.17±0.02 | 0.97±0.07abc | 0.44±0.02bc | 1.90±0.18ab | 73.15±12.27a | 38.50 |
36 | 224 | 687.1 | 9.7 | 3 003.28 | 3 | 282.67±15.80a | 12.56±0.51ab | 7.95±0.03 | 0.97±0.10abc | 0.62±0.03bc | 1.50±0.23ab | 16.00±2.68d | 10.67 |
37 | 349 | 619.7 | 11.5 | 3 304.51 | 21 | 222.83±82.75ab | 3.70±2.35fg | 8.20±0.10 | 1.13±0.17abc | 1.28±0.1abc | 1.25±0.58ab | 22.43±10.78cd | 17.94 |
38 | 493 | 665.1 | 8.9 | 2 940.79 | 29 | 222.42±115.65ab | 7.06±1.63bcdefg | 7.74±0.70 | 1.10±0.12abc | 0.95±0.70ab | 2.00±1.02ab | 30.48±15.95cd | 15.24 |
Table 4
Environmental characteristics of 38 sampling sites"
环境因素 Environmental factors | 最大值 Maximum | 最小值 Minimum | 平均值 Mean | 标准差 Standard deviation | 变异系数 Coefficient of variation(%) |
经度 Longitude (E) | 116.04 | 112.55 | 114.40 | 0.75 | 0.66 |
纬度 Latitude (N) | 40.33 | 35.00 | 37.68 | 1.42 | 3.77 |
海拔 Altitude (m) | 684.00 | 88.00 | 291.03 | 157.06 | 53.96 |
年平均降水量Average annual precipitation /mm | 740.59 | 560.62 | 641.07 | 50.43 | 7.87 |
年平均温度Annual average temperature /℃ | 15.29 | 8.28 | 12.73 | 1.64 | 12.86 |
有效积温Effective accumulative temperature/℃ | 3 938.13 | 2 844.67 | 3 445.41 | 252.84 | 7.34 |
地形起伏度 Relief degree land surface | 71.00 | 2.00 | 14.74 | 12.89 | 87.45 |
土壤密度 Soil bulk density /(g·cm?3) | 1.41 | 0.76 | 1.12 | 0.16 | 14.47 |
土壤含水率 Soil moisture content (%) | 14.12 | 2.39 | 8.23 | 2.64 | 32.05 |
土壤电导率 Electrical conductivity/ (μs·cm?1) | 282.67 | 79.50 | 198.66 | 42.72 | 21.50 |
土壤pH Soil pH | 8.50 | 6.26 | 7.88 | 0.56 | 7.11 |
土壤总磷含量 Soil total phosphorus/ (g·kg?1) | 2.25 | 0.33 | 0.84 | 0.46 | 54.88 |
土壤氮含量 Soil nitrogen/ (g·kg?1) | 2.93 | 0.55 | 1.24 | 0.56 | 44.98 |
土壤有机碳含量 Soil organic carbon /(g·kg?1) | 73.15 | 3.55 | 19.50 | 15.18 | 77.85 |
土壤碳/氮 Soil C/N | 53.42 | 5.46 | 15.35 | 9.16 | 59.68 |
Table 5
Stepwise regression analysis of main phenotypic traits of Ziziphus jujuba var. spinosa and environmental factors"
主要表型性状 Main phenotypic traits | 回归方程 Regression equation |
鲜果可食率 Fresh fruit edible rate (FFER) | FFER = 1.799?0.465N**?0.2783A** |
出仁率 (KR) Kernel rate | KR = ?1.115+0.463A***?0.628N**+ 0.496E** |
果实质量 (FM) Fruit mass | FM = 7.379?0.428A**?0.223AAT** |
果仁质量 (KM) Kernel mass | KM = ?0.001?0.170RDLS* |
Table 6
Weighted correlation degree and ranking of 5 Ziziphus jujuba var. spinosa phenotypic traits in 38 regions"
采样地点 Sampling location | 加权关联度 Weighted grey correlation degree | 位次 Ranking | 采样地点 Sampling location | 加权关联度 Weighted grey correlation | 位次 Ranking | |
15 | 0.74 | 1 | 12 | 0.50 | 20 | |
20 | 0.67 | 2 | 11 | 0.50 | 21 | |
18 | 0.66 | 3 | 3 | 0.49 | 22 | |
2 | 0.64 | 4 | 14 | 0.48 | 23 | |
24 | 0.62 | 5 | 36 | 0.48 | 24 | |
9 | 0.60 | 6 | 7 | 0.48 | 25 | |
19 | 0.59 | 7 | 23 | 0.48 | 26 | |
35 | 0.59 | 8 | 5 | 0.47 | 27 | |
25 | 0.57 | 9 | 27 | 0.47 | 28 | |
1 | 0.56 | 10 | 32 | 0.46 | 29 | |
30 | 0.56 | 11 | 26 | 0.46 | 30 | |
22 | 0.54 | 12 | 17 | 0.45 | 31 | |
21 | 0.53 | 13 | 38 | 0.44 | 32 | |
16 | 0.52 | 14 | 28 | 0.44 | 33 | |
6 | 0.52 | 15 | 31 | 0.43 | 34 | |
33 | 0.51 | 16 | 34 | 0.41 | 35 | |
10 | 0.51 | 17 | 37 | 0.41 | 36 | |
8 | 0.50 | 18 | 29 | 0.41 | 37 | |
4 | 0.50 | 19 | 13 | 0.40 | 38 |
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