Acta Agriculturae Zhejiangensis ›› 2026, Vol. 38 ›› Issue (7): 1345-1354.DOI: 10.3969/j.issn.1004-1524.20250544
• Horticultural Science • Previous Articles Next Articles
ZHANG Xiaoping1(
), SHEN Hui1,2,3,4,*(
), ZHANG Jie1
Received:2025-08-18
Online:2026-07-25
Published:2026-08-20
CLC Number:
ZHANG Xiaoping, SHEN Hui, ZHANG Jie. Effect of spatial heterogeneity of solar greenhouse environment on the growth performance of tomato seedlings[J]. Acta Agriculturae Zhejiangensis, 2026, 38(7): 1345-1354.
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URL: http://www.zjnyxb.cn/EN/10.3969/j.issn.1004-1524.20250544
Fig.1 Layout plan of sensors in different positions Numeric symbols represent the measurement positions of temperature, air humidity, and substrate temperature, while uppercase letter symbols represent the measurement positions of illuminance. Points 1 and E are located near the eastern area of the greenhouse, points 2 and M are located near the central area of the greenhouse, points 3 and W are located near the western area of the greenhouse, points 4 and S are located near the southern area of the greenhouse, and measurement points 5 and N are located near the northern area of the greenhouse. The same as Fig. 2.
| 传感器类别 Sensor category | 传感器类型 Sensor type | 量程 Range | 精度 Precision | 生产商 Producer |
|---|---|---|---|---|
| 气温 Temperature | SM1210B-12 | -30~85 ℃ | ±0.5 ℃ | 徐州法拉电子科技有限责任公司 Xuzhou Fara Electronic Technology Co., Ltd. |
| 空气湿度 Air humidity | SM1210B-12 | 0~100% | ±3% | 徐州法拉电子科技有限责任公司 Xuzhou Fara Electronic Technology Co., Ltd. |
| 光照度 Light illuminance | SM1210B-12 | 0~2 600 μmol· | ±156 μmol· | 徐州法拉电子科技有限责任公司 Xuzhou Fara Electronic Technology Co., Ltd. |
| 基质温度 Substrate temperature | JHT-UP | -40~60 ℃ | ±0.5 ℃ | 成都佳锂科技有限公司 Chengdu JAALEE Technology Co.,Ltd. |
Table 1 Types, ranges and accuracies of sensors
| 传感器类别 Sensor category | 传感器类型 Sensor type | 量程 Range | 精度 Precision | 生产商 Producer |
|---|---|---|---|---|
| 气温 Temperature | SM1210B-12 | -30~85 ℃ | ±0.5 ℃ | 徐州法拉电子科技有限责任公司 Xuzhou Fara Electronic Technology Co., Ltd. |
| 空气湿度 Air humidity | SM1210B-12 | 0~100% | ±3% | 徐州法拉电子科技有限责任公司 Xuzhou Fara Electronic Technology Co., Ltd. |
| 光照度 Light illuminance | SM1210B-12 | 0~2 600 μmol· | ±156 μmol· | 徐州法拉电子科技有限责任公司 Xuzhou Fara Electronic Technology Co., Ltd. |
| 基质温度 Substrate temperature | JHT-UP | -40~60 ℃ | ±0.5 ℃ | 成都佳锂科技有限公司 Chengdu JAALEE Technology Co.,Ltd. |
| 测点 Point | 气温/℃ Temperature/℃ | 空气湿度/% Air humidity/% | 光照度/(μmol·m-2·s-1) Light illuminance/(μmol·m-2· s-1) | 基质温度/℃ Substrate temperature/℃ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 最大值 Maximum | 最小值 Minimum | 平均值 Average | 最大值 Maximum | 最小值 Minimum | 平均值 Average | 最大值 Maximum | 最小值 Minimum | 平均值 Average | 最大值 Maximum | 最小值 Minimum | 平均值 Average | |
| 1 | 23.11 | 11.19 | 16.64 | 94.05 | 75.20 | 84.28 | 356.69 | 24.78 | 215.55 | 22.00 | 11.28 | 16.74 |
| 2 | 26.21 | 14.20 | 19.68 | 99.90 | 82.00 | 92.66 | 305.97 | 26.85 | 167.12 | 22.16 | 11.45 | 16.92 |
| 3 | 25.17 | 12.49 | 18.23 | 97.84 | 79.60 | 88.42 | 264.57 | 17.33 | 135.59 | 21.80 | 11.08 | 16.59 |
| 4 | 24.22 | 11.57 | 17.69 | 93.69 | 74.00 | 82.64 | 334.49 | 19.01 | 193.94 | 21.65 | 10.98 | 16.43 |
| 5 | 23.53 | 11.56 | 17.05 | 96.84 | 76.40 | 86.16 | 195.42 | 11.33 | 115.68 | 23.80 | 11.75 | 17.24 |
Table 2 Environmental data at different planting positions in the greenhouse
| 测点 Point | 气温/℃ Temperature/℃ | 空气湿度/% Air humidity/% | 光照度/(μmol·m-2·s-1) Light illuminance/(μmol·m-2· s-1) | 基质温度/℃ Substrate temperature/℃ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 最大值 Maximum | 最小值 Minimum | 平均值 Average | 最大值 Maximum | 最小值 Minimum | 平均值 Average | 最大值 Maximum | 最小值 Minimum | 平均值 Average | 最大值 Maximum | 最小值 Minimum | 平均值 Average | |
| 1 | 23.11 | 11.19 | 16.64 | 94.05 | 75.20 | 84.28 | 356.69 | 24.78 | 215.55 | 22.00 | 11.28 | 16.74 |
| 2 | 26.21 | 14.20 | 19.68 | 99.90 | 82.00 | 92.66 | 305.97 | 26.85 | 167.12 | 22.16 | 11.45 | 16.92 |
| 3 | 25.17 | 12.49 | 18.23 | 97.84 | 79.60 | 88.42 | 264.57 | 17.33 | 135.59 | 21.80 | 11.08 | 16.59 |
| 4 | 24.22 | 11.57 | 17.69 | 93.69 | 74.00 | 82.64 | 334.49 | 19.01 | 193.94 | 21.65 | 10.98 | 16.43 |
| 5 | 23.53 | 11.56 | 17.05 | 96.84 | 76.40 | 86.16 | 195.42 | 11.33 | 115.68 | 23.80 | 11.75 | 17.24 |
Fig.3 Seedling emergence rate of tomato at different positions The absence of identical lowercase letters indicates significant (p<0.05) differences between treatments on the same day.
| 处理 Treatment | 株高/mm Plant height/mm | 茎粗/mm Stem thickness/mm | 叶面积/mm2 Leaf area/mm2 | 叶片数 Number of leaves | SPAD |
|---|---|---|---|---|---|
| a组Group a | 79.00±9.61 c | 3.00±0.01 b | 2 914.23±182.25 c | 5.00±0 a | 44.83±4.84 a |
| b组Group b | 80.00±5.29 c | 3.07±0.01 b | 3 036.15±243.36 b | 5.00±0 a | 43.20±3.24 a |
| c组Group c | 95.00±6.25 a | 3.37±0.04 a | 4 520.95±1 056.25 a | 5.00±0 a | 38.03±2.25 b |
| d组Group d | 66.67±4.00 d | 2.67±0.01 c | 2 605.49±139.24 d | 4.00±0 a | 45.68±5.77 a |
| e组Group e | 89.50±6.76 b | 3.20±0.02 ab | 3 067.48±445.21 b | 5.00±0 a | 41.86±2.89 ab |
Table 3 Growth traits of tomato seedlings at different positions
| 处理 Treatment | 株高/mm Plant height/mm | 茎粗/mm Stem thickness/mm | 叶面积/mm2 Leaf area/mm2 | 叶片数 Number of leaves | SPAD |
|---|---|---|---|---|---|
| a组Group a | 79.00±9.61 c | 3.00±0.01 b | 2 914.23±182.25 c | 5.00±0 a | 44.83±4.84 a |
| b组Group b | 80.00±5.29 c | 3.07±0.01 b | 3 036.15±243.36 b | 5.00±0 a | 43.20±3.24 a |
| c组Group c | 95.00±6.25 a | 3.37±0.04 a | 4 520.95±1 056.25 a | 5.00±0 a | 38.03±2.25 b |
| d组Group d | 66.67±4.00 d | 2.67±0.01 c | 2 605.49±139.24 d | 4.00±0 a | 45.68±5.77 a |
| e组Group e | 89.50±6.76 b | 3.20±0.02 ab | 3 067.48±445.21 b | 5.00±0 a | 41.86±2.89 ab |
Fig.4 Fresh and dry weight, root and shoot ratio and seedling index of tomato seedlings at different positions The absence of identical lowercase letters indicates significant (p<0.05) difference between treatments under the same index.
| 指标 Index | 主成分1 Principal component 1 | 主成分2 Principal component 2 |
|---|---|---|
| 株高Plant height | 0.408 809 | -0.185 408 |
| 茎粗Stem thickness | 0.405 605 | 0.100 055 |
| 叶面积Leaf area | 0.394 653 | -0.026 533 |
| SPAD | -0.417 120 | 0.162 079 |
| 全株鲜重Fresh weight of whole plant | 0.414 580 | 0.136 257 |
| 全株干重Dry weight of whole plant | 0.344 449 | 0.366 792 |
| 壮苗指数Seedling index | 0.675 714 | 0.003 071 |
| 根冠比Root and shoot ratio | -0.219 290 | 0.564 665 |
| 特征值Eigenvalue | 5 587 000 | 2 185 000 |
| 方差贡献率/%Variance contribution rate/% | 69.843 | 27.312 |
| 累计贡献率/%Cumulative variance contribution rate/% | 69.843 | 97.155 |
| 权重Weight | 0.718 882 | 0.281 118 |
Table 4 Load matrix and cumulative variance contribution rate of each factor
| 指标 Index | 主成分1 Principal component 1 | 主成分2 Principal component 2 |
|---|---|---|
| 株高Plant height | 0.408 809 | -0.185 408 |
| 茎粗Stem thickness | 0.405 605 | 0.100 055 |
| 叶面积Leaf area | 0.394 653 | -0.026 533 |
| SPAD | -0.417 120 | 0.162 079 |
| 全株鲜重Fresh weight of whole plant | 0.414 580 | 0.136 257 |
| 全株干重Dry weight of whole plant | 0.344 449 | 0.366 792 |
| 壮苗指数Seedling index | 0.675 714 | 0.003 071 |
| 根冠比Root and shoot ratio | -0.219 290 | 0.564 665 |
| 特征值Eigenvalue | 5 587 000 | 2 185 000 |
| 方差贡献率/%Variance contribution rate/% | 69.843 | 27.312 |
| 累计贡献率/%Cumulative variance contribution rate/% | 69.843 | 97.155 |
| 权重Weight | 0.718 882 | 0.281 118 |
| 处理 Treatment | μ(X1) | μ(X2) | 综合得分 Comprehensive score | 排序 Rank |
|---|---|---|---|---|
| a组Group a | 0.462 359 | 0.975 993 | 0.607 | 3 |
| b组Group b | 0.383 882 | 0.081 507 | 0.299 | 4 |
| c组Group c | 1 | 0.07 974 | 0.741 | 2 |
| d组Group d | 0 | 0 | 0 | 5 |
| e组Group e | 0.784 438 | 1 | 0.845 | 1 |
Table 5 Comprehensive score and ranking of tomato seedlings at different positions
| 处理 Treatment | μ(X1) | μ(X2) | 综合得分 Comprehensive score | 排序 Rank |
|---|---|---|---|---|
| a组Group a | 0.462 359 | 0.975 993 | 0.607 | 3 |
| b组Group b | 0.383 882 | 0.081 507 | 0.299 | 4 |
| c组Group c | 1 | 0.07 974 | 0.741 | 2 |
| d组Group d | 0 | 0 | 0 | 5 |
| e组Group e | 0.784 438 | 1 | 0.845 | 1 |
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