Resources Science ›› 2020, Vol. 42 ›› Issue (9): 1704-1714.doi: 10.18402/resci.2020.09.06
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QIANG Wenli1(), ZHANG Cuiling1, LIU Aimin2(
), CHENG Shengkui2, WANG Xiang1, LI Fan1
Received:
2019-10-11
Revised:
2020-05-22
Online:
2020-09-25
Published:
2020-11-25
Contact:
LIU Aimin
E-mail:qiangwl@lzu.edu.cn;liuam@igsnrr.ac.cn
QIANG Wenli, ZHANG Cuiling, LIU Aimin, CHENG Shengkui, WANG Xiang, LI Fan. Evolution of global virtual land flow related to agricultural trade and driving factors[J].Resources Science, 2020, 42(9): 1704-1714.
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Table 1
Product categories and primary products of global agricultural trade"
农产品类别 | 农产品种类 |
---|---|
谷物 | 小麦、玉米、稻米、小米、大麦、荞麦、高粱、燕麦、黑麦 |
油料 | 大豆、油棕榈、花生、向日葵、亚麻籽、油菜籽、芝麻、油橄榄 |
纤维 | 皮棉、黄麻、剑麻、苎麻、亚麻 |
糖料 | 甘蔗、甜菜 |
薯类 | 木薯、马铃薯、甜薯、山药、根和块茎 |
果蔬 | 苹果、菠萝、草莓、桃子、西瓜、香蕉、樱桃、梨、芒果、猕猴桃、木瓜、柠檬、葡萄、杏子、牛油果、蓝莓、无花果、橙子、李子、大蒜、洋葱、西红柿、萝卜、西蓝花、黄瓜、茴芹、生姜、卷心菜、辣椒、竹笋、生菜、茄子、豆类 |
嗜好类 | 茶叶、咖啡、可可 |
畜禽类 | 猪肉、牛肉、羊肉、鸡肉、牛奶及其制品 |
Table 2
Variables and the expected direction of trade"
变量名称 | 变量选取 | 数据来源 | 预期系数符号 |
---|---|---|---|
人均GDP | 1986—2016年虚拟耕地输入国与输出国人均GDP | 世界银行(https://data.worldbank.org/) | 输入国:+ 输出国:- |
人口数量 | 1986—2016年虚拟耕地输入国与输出国人口数量 | 世界银行(https://data.worldbank.org/) | 输入国:+ 输出国:- |
农用地面积 | 1986—2016年虚拟耕地输入国与输出国农用地面积 | 世界银行(https://data.worldbank.org/) | 输入国:- 输出国:+ |
可更新淡水资源量 | 1986—2016年虚拟耕地输入国与输出国人均可更新淡水资源量 | 世界银行(https://data.worldbank.org/) | 输入国:- 输出国:+ |
国家距离 | 输入国与输出国首都(首府)间距离 | 法国CEPII 数据库(http://www.cepii.fr/) | - |
相邻关系 | 输入国与输出国是否相邻 | 法国CEPII 数据库(http://www.cepii.fr/) | + |
贸易协定 | 输入国与输出国是否加入同一区域贸易协定 | 法国CEPII 数据库(http://www.cepii.fr/) | + |
Table 3
Results of gravity regression for the whole sample"
变量 | 模型(1) | 模型(2) | 模型(3) |
---|---|---|---|
出口国人均GDP(Gdp_e) | 0.403*** | 0.329*** | 0.277*** |
(0.0103) | (0.00894) | (0.00938) | |
进口国人均GDP(Gdp_i) | 0.362*** | 0.342*** | 0.372*** |
(0.00806) | (0.00713) | (0.00719) | |
出口国人口数量(Pop_e) | 0.623*** | 0.102*** | 0.158*** |
(0.00789) | (0.00957) | (0.0110) | |
进口国人口数量(Pop_i) | 0.635*** | 0.839*** | 0.788*** |
(0.00941) | (0.0114) | (0.0121) | |
出口国农用地面积(Land_e) | 0.606*** | 0.573*** | |
(0.00802) | (0.00873) | ||
进口国农用地面积(Land_i) | -0.169*** | -0.112*** | |
(0.00568) | (0.00743) | ||
出口国人均可更新淡水资源量(Water_e) | 0.165*** | ||
(0.00806) | |||
进口国人均可更新淡水资源量(Water_i) | -0.138*** | ||
(0.00640) | |||
地理距离(Dis) | -0.227*** | -0.479*** | -0.506*** |
(0.0167) | (0.0151) | (0.0150) | |
是否相邻(Conti) | 1.024*** | 0.613*** | 0.580*** |
(0.0373) | (0.0365) | (0.0386) | |
是否签订贸易协定(RTA) | 0.283*** | 0.370*** | 0.440*** |
(0.0301) | (0.0285) | (0.0289) | |
常数项(Constant) | -23.55*** | -20.59*** | -20.88*** |
(0.421) | (0.382) | (0.404) | |
样本数(Observations) | 216491 | 211908 | 202212 |
R2 | 0.215 | 0.312 | 0.324 |
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