Tropical Geography ›› 2021, Vol. 41 ›› Issue (2): 374-387.doi: 10.13284/j.cnki.rddl.003335
Zhengyu Lin1,2(), Qiang Chen2, Liangji Deng2, Xiao Li1, Peng He1, Guitang Liao2, Jianbo Fei2
Received:
2020-07-01
Revised:
2020-10-13
Online:
2021-04-27
Published:
2021-04-27
CLC Number:
Zhengyu Lin, Qiang Chen, Liangji Deng, Xiao Li, Peng He, Guitang Liao, Jianbo Fei. Spatial Pattern Changes and Driving Factors of Citrus Production in China[J].Tropical Geography, 2021, 41(2): 374-387.
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Table 1
Changes of spatial gravity center of citrus production in China from 1978 to 2015"
年份 | 经度 | 纬度 | 时序阶段 | 迁移距离/km | 迁移速度/(km·a-1) | 迁移方向 |
---|---|---|---|---|---|---|
1978 | 111°40′48″E | 27°58′48″N | 1978—1980年 | 31.04 | 7.76 | 东南 |
1980 | 111°57′36″E | 27°55′12″N | 1980—1985年 | 17.84 | 4.46 | 东北 |
1985 | 112°04′48″E | 28°01′12″N | 1985—1990年 | 78.68 | 19.67 | 东南 |
1990 | 112°28′48″E | 27°26′24″N | 1990—1995年 | 30.03 | 7.51 | 东北 |
1995 | 112°34′48″E | 27°41′24″N | 1995—2000年 | 54.22 | 13.55 | 西北 |
2000 | 112°06′00″E | 27°48′00″N | 2000—2005年 | 30.38 | 7.59 | 西南 |
2005 | 111°52′12″E | 27°39′36″N | 2005—2010年 | 20.47 | 5.12 | 西南 |
2010 | 111°41′24″E | 27°37′48″N | 2010—2015年 | 43.02 | 10.75 | 西南 |
2015 | 111°21′00″E | 27°26′24″N | 1978—2015年 | 70.24 | 1.95 | 西南 |
Table 2
Variable setting and definition"
因素类型 | 变量因子 | 假设效应 | 变量解释 |
---|---|---|---|
因变量 | 种植面积 | / | 各省市柑橘种植面积 |
自然资源 | 年均温 | + | ArcGIS栅格计算得到各省(市)年均降水量 |
年降雨量 | + | ArcGIS栅格计算得到各省(市)年均气温均值 | |
受灾面积 | - | 农作物受灾面积×(柑橘面积÷农作物总面积) | |
市场区位 | 道路运输 | + | 陆路交通(铁路+公路)里程/幅员面积 |
市场价格 | + | 各省市每50 kg柑橘销售价格,缺失省市用全国柑橘均值替代 | |
水果消费 | + | [(城市居民可支配收入×城镇人口)+(农村居民可支配收入×乡村人口)]÷总人口 | |
生产要素 | 有效灌溉 | + | 有效灌溉面积×(柑橘面积÷农作物总面积) |
化肥施用量 | + | 化肥施用量×(柑橘面积÷农作物总面积) | |
劳动力投入 | + | 农林牧渔从业人员×(柑橘面积÷农作物总面积) | |
社会经济 | 非农就业机会 | - | 1-(一产业增加值÷地区生产总值) |
城市化水平 | - | 城镇人口÷总人口 | |
产值比较效益 | - | 各省市柑橘每亩产值÷全国主要粮食作物(水稻、小麦、玉米)每亩产值 | |
粮食保障 | - | 粮食总产量÷总人口 | |
科技进步 | + | 柑橘产量÷柑橘面积 |
Table 3
Regression results of spatial Durbin panel data model"
变量类型 | 变量名称 | 总效应 | 直接效应 | 间接效应 |
---|---|---|---|---|
自然资源 | 年均温 | -0.033 | -1.040*** | 1.007* |
年降雨量 | 0.022 | 0.020 | 0.001 | |
受灾面积 | -0.079*** | -0.074*** | -0.005* | |
市场区位 | 道路运输 | 0.192*** | 0.179*** | 0.013** |
市场价格 | 0.043* | 0.040* | 0.003 | |
水果消费 | 0.107*** | 0.100*** | 0.007** | |
生产要素 | 有效灌溉 | 0.094* | 0.088* | 0.007 |
化肥施用量 | -0.150 | -0.140 | -0.010 | |
劳动力投入 | 0.934*** | 0.871*** | 0.063** | |
社会经济 | 非农就业机会 | -1.365*** | -1.270*** | -0.095* |
城市化水平 | -0.029 | -0.027 | -0.002 | |
产值比较效益 | -0.055** | -0.051** | -0.004 | |
粮食保障 | 0.034 | -0.110*** | 0.144*** | |
科技进步 | 0.058*** | 0.054*** | 0.004* |
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