

Xinjiang Agricultural Sciences ›› 2025, Vol. 62 ›› Issue (S1): 253-260.DOI: 10.6048/j.issn.1001-4330.2025.S1.049
• Management of scientific research· Agricultural economy colume • Previous Articles
REN Yanyan1(
), TIAN Conghua1(
), ZHANG Lin2
Received:2025-06-20
Online:2025-10-10
Published:2025-10-29
Correspondence author:
TIAN Conghua
Supported by:通讯作者:
田聪华
作者简介:任严岩(1986-),女,博士,研究方向为农业经济,(E-mail)344302745@qq.com
基金资助:CLC Number:
REN Yanyan, TIAN Conghua, ZHANG Lin. Characteristics of spatial and temporal variability of wheat production and factors affecting yield improvement in Xinjiang[J]. Xinjiang Agricultural Sciences, 2025, 62(S1): 253-260.
任严岩, 田聪华, 张琳. 新疆小麦生产的时空变迁特征及单产提升的影响因素分析[J]. 新疆农业科学, 2025, 62(S1): 253-260.
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URL: https://www.xjnykx.com/EN/10.6048/j.issn.1001-4330.2025.S1.049
| 县(市)指标 County(city) indicators | 冬小麦Winter wheat | 复播玉米Replanting corn | ||||
|---|---|---|---|---|---|---|
| 播种面积 Sown area (万亩)(104 hm2) | 总产量 Total Production (104 t) | 单产 Yield per unit (kg/667m2) | 播种面积 Sown area (万亩)(104 hm2) | 总产量 Total Production (104 t) | 单产 Yield per unit (kg/667m2) | |
| 合计Total | 349.65(23.31) | 157.68 | 450.97 | 271.41(18.10) | 133.73 | 492.74 |
| 喀什市Kashgar City | 15.28(1.02) | 6.75 | 441.87 | 13.35(0.89) | 6.03 | 451.90 |
| 疏附县Shufu County | 32.12(2.14) | 14.48 | 450.86 | 25.00(1.67) | 12.00 | 479.87 |
| 疏勒县Shule County | 40.15(2.68) | 18.55 | 462.09 | 26.01(1.73) | 12.96 | 498.28 |
| 英吉沙县Yingjisha County | 22.90(1.53) | 10.48 | 457.71 | 18.94(1.26) | 9.21 | 486.31 |
| 泽普县Zepu County | 24.45(1.63) | 10.62 | 434.14 | 14.29(0.95) | 7.05 | 493.66 |
| 莎车县Shache County | 67.70(4.51) | 30.35 | 448.38 | 58.43(3.89) | 30.29 | 518.45 |
| 叶城县Yecheng County | 38.36(2.56) | 15.51 | 404.35 | 31.00(2.07) | 14.42 | 465.27 |
| 麦盖提县Maigaiti County | 24.32(1.62) | 11.08 | 455.46 | 17.26(1.15) | 8.59 | 497.83 |
| 岳普湖县Yuepuhu County | 19.98(1.33) | 9.30 | 465.42 | 10.60(0.71) | 5.20 | 490.64 |
| 伽师县Jiashi County | 44.19(2.95) | 20.20 | 457.04 | 38.00(2.53) | 18.71 | 492.31 |
| 巴楚县Bachu County | 26.24(1.75) | 12.27 | 467.80 | 18.08(1.21) | 9.08 | 501.99 |
| 塔什库尔干县Taxian County | 6.06(0.40) | 1.73 | 285.13 | 0.45(0.03) | 0.18 | 409.88 |
Tab.1 Statistics on winter wheat + replanted maize production in Kashgar region, 2023
| 县(市)指标 County(city) indicators | 冬小麦Winter wheat | 复播玉米Replanting corn | ||||
|---|---|---|---|---|---|---|
| 播种面积 Sown area (万亩)(104 hm2) | 总产量 Total Production (104 t) | 单产 Yield per unit (kg/667m2) | 播种面积 Sown area (万亩)(104 hm2) | 总产量 Total Production (104 t) | 单产 Yield per unit (kg/667m2) | |
| 合计Total | 349.65(23.31) | 157.68 | 450.97 | 271.41(18.10) | 133.73 | 492.74 |
| 喀什市Kashgar City | 15.28(1.02) | 6.75 | 441.87 | 13.35(0.89) | 6.03 | 451.90 |
| 疏附县Shufu County | 32.12(2.14) | 14.48 | 450.86 | 25.00(1.67) | 12.00 | 479.87 |
| 疏勒县Shule County | 40.15(2.68) | 18.55 | 462.09 | 26.01(1.73) | 12.96 | 498.28 |
| 英吉沙县Yingjisha County | 22.90(1.53) | 10.48 | 457.71 | 18.94(1.26) | 9.21 | 486.31 |
| 泽普县Zepu County | 24.45(1.63) | 10.62 | 434.14 | 14.29(0.95) | 7.05 | 493.66 |
| 莎车县Shache County | 67.70(4.51) | 30.35 | 448.38 | 58.43(3.89) | 30.29 | 518.45 |
| 叶城县Yecheng County | 38.36(2.56) | 15.51 | 404.35 | 31.00(2.07) | 14.42 | 465.27 |
| 麦盖提县Maigaiti County | 24.32(1.62) | 11.08 | 455.46 | 17.26(1.15) | 8.59 | 497.83 |
| 岳普湖县Yuepuhu County | 19.98(1.33) | 9.30 | 465.42 | 10.60(0.71) | 5.20 | 490.64 |
| 伽师县Jiashi County | 44.19(2.95) | 20.20 | 457.04 | 38.00(2.53) | 18.71 | 492.31 |
| 巴楚县Bachu County | 26.24(1.75) | 12.27 | 467.80 | 18.08(1.21) | 9.08 | 501.99 |
| 塔什库尔干县Taxian County | 6.06(0.40) | 1.73 | 285.13 | 0.45(0.03) | 0.18 | 409.88 |
| 变量 Variable | 定义与说明 Definitions and descriptions | 预期方向 Intended direction |
|---|---|---|
| 小麦单产(Y) Wheat yields(Y) | 小麦单产(kg/667m2) | |
| 小麦生产规模(X1) Scale of wheat production(X1) | 某地州市小麦种植面积占 全区小麦买种植面积的比重 | + |
| 温度(X2) Temp(X2) | 各地州全年平均温度(℃) | +/- |
| 降雨量(X3) Quantity of rainfall(X3) | 各地州全年降雨量(mm) | +/- |
| 日照时长(X4) Sunshine duration(X4) | 各地州全年总日照时长(H) | +/- |
| 人均生产总值(X5) Per Capita GDP(X5) | 人均生产总值(元) | - |
| 机械总动力(X6) Total mechanical power | 农业机械总动力(KW) | + |
Tab. 2 Variable table of factors affecting wheat yield in Xinjiang
| 变量 Variable | 定义与说明 Definitions and descriptions | 预期方向 Intended direction |
|---|---|---|
| 小麦单产(Y) Wheat yields(Y) | 小麦单产(kg/667m2) | |
| 小麦生产规模(X1) Scale of wheat production(X1) | 某地州市小麦种植面积占 全区小麦买种植面积的比重 | + |
| 温度(X2) Temp(X2) | 各地州全年平均温度(℃) | +/- |
| 降雨量(X3) Quantity of rainfall(X3) | 各地州全年降雨量(mm) | +/- |
| 日照时长(X4) Sunshine duration(X4) | 各地州全年总日照时长(H) | +/- |
| 人均生产总值(X5) Per Capita GDP(X5) | 人均生产总值(元) | - |
| 机械总动力(X6) Total mechanical power | 农业机械总动力(KW) | + |
| 变量 Variable | 系数 Coefficient | 标准误 SE | T值 | P值 |
|---|---|---|---|---|
| 小麦生产规模(X1) Scale of wheat production(X1) | 0.021** | 0.009 | 2.33 | 0.021 |
| 温度(X2) Temp(X2) | 0.184*** | 0.042 | 4.38 | 0.000 |
| 降雨量(X3) Quantity of rainfall(X3) | 0.003* | 0.002 | 1.72 | 0.087 |
| 日照时长(X4) Sunshine duration(X4) | 0.127** | 0.051 | 2.49 | 0.014 |
| 人均生产总值(X5) Per Capita GDP(X5) | 0.012 | 0.008 | 1.50 | 0.136 |
| 机械总动力(X6) Total mechanical power(X6) | 0.038*** | 0.011 | 3.45 | 0.001 |
| 常数项Constant | 5.217*** | 0.843 | 6.19 | 0.000 |
| R2 | 0.412 | |||
| F(6,238) | 24.37 | |||
Tab.3 Changes of factors affecting the improvement of wheat yield level in Xinjiang
| 变量 Variable | 系数 Coefficient | 标准误 SE | T值 | P值 |
|---|---|---|---|---|
| 小麦生产规模(X1) Scale of wheat production(X1) | 0.021** | 0.009 | 2.33 | 0.021 |
| 温度(X2) Temp(X2) | 0.184*** | 0.042 | 4.38 | 0.000 |
| 降雨量(X3) Quantity of rainfall(X3) | 0.003* | 0.002 | 1.72 | 0.087 |
| 日照时长(X4) Sunshine duration(X4) | 0.127** | 0.051 | 2.49 | 0.014 |
| 人均生产总值(X5) Per Capita GDP(X5) | 0.012 | 0.008 | 1.50 | 0.136 |
| 机械总动力(X6) Total mechanical power(X6) | 0.038*** | 0.011 | 3.45 | 0.001 |
| 常数项Constant | 5.217*** | 0.843 | 6.19 | 0.000 |
| R2 | 0.412 | |||
| F(6,238) | 24.37 | |||
| 变量 Variable | 系统GMM估计值 (稳健标准误) SystemGMM Estimates | 剔除异常值 FE估计值 FE Estimation with Outlier Removal |
|---|---|---|
| 小麦单产(YL1.) Wheat yields(YL.1) | 0.326***(0.041) | / |
| 小麦生产规模(X1) Scale of wheat production(X1) | 0.049***(0.013) | 0.049***(0.012) |
| 温度(X2) Temp(X2) | 0.118**(0.052) | 0.121**(0.051) |
| 降雨量(X3) Quantity of rainfall(X3) | 0.034*(0.019) | 0.036*(0.019) |
| 日照时长(X4) Sunshine duration(X4) | 0.085***(0.024) | 0.088***(0.023) |
| 人均生产总值(X5) Per Capita GDP(X5) | 0.152***(0.035) | 0.154***(0.034) |
| 机械总动力(X6) Total mechanical power(X6) | 0.090***(0.028) | 0.091***(0.027) |
| R2 | 0.894 | |
| Hansen检验(P值) | 0.176 | |
| Arellano-Bond 检验(P值) | 0.000(一阶差分自相关) 0.213(二阶差分自相关) |
Tab. 4 Robustness test affecting the increase of wheat yield level in Xinjiang
| 变量 Variable | 系统GMM估计值 (稳健标准误) SystemGMM Estimates | 剔除异常值 FE估计值 FE Estimation with Outlier Removal |
|---|---|---|
| 小麦单产(YL1.) Wheat yields(YL.1) | 0.326***(0.041) | / |
| 小麦生产规模(X1) Scale of wheat production(X1) | 0.049***(0.013) | 0.049***(0.012) |
| 温度(X2) Temp(X2) | 0.118**(0.052) | 0.121**(0.051) |
| 降雨量(X3) Quantity of rainfall(X3) | 0.034*(0.019) | 0.036*(0.019) |
| 日照时长(X4) Sunshine duration(X4) | 0.085***(0.024) | 0.088***(0.023) |
| 人均生产总值(X5) Per Capita GDP(X5) | 0.152***(0.035) | 0.154***(0.034) |
| 机械总动力(X6) Total mechanical power(X6) | 0.090***(0.028) | 0.091***(0.027) |
| R2 | 0.894 | |
| Hansen检验(P值) | 0.176 | |
| Arellano-Bond 检验(P值) | 0.000(一阶差分自相关) 0.213(二阶差分自相关) |
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