green agriculture;
Internet use;
soil testing;
formulated fertilization;
China;
SUSTAINABLE AGRICULTURAL PRACTICES;
KNOWLEDGE;
D O I:
10.3390/ijerph20010562
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
Soil testing and formulated fertilization technology can effectively solve the problem of the excessive and inefficient use of chemical fertilizers. Previous studies have found that the use of the Internet can increase the adoption of soil testing and formulated fertilization technology among farmers. However, they do not distinguish between the effects of the different uses of the Internet (with or without productive use) on the adoption of soil testing and formulated fertilization technology. This study investigates the Internet use of 5341 professional farmers in rural China in 2019, finding that 18.97% of them still use the Internet for only communication and entertainment and do not use any agricultural productive services on the Internet. The adoption rate of soil testing and fertilization technology among these farmers is only 23.77%, which is approximately 10 percentage points lower than that of farmers who use the Internet for productive purposes. The double robust model shows that the probability of the adoption of soil testing and formulated fertilization technology by farmers with productive use of the Internet increases by six percentage points, which is both statistically and economically significant. In the future, China should train more farmers to use the Internet for productive purposes; this will help more farmers, particularly those with low skills and low educational attainment, to use the Internet and play a positive role in promoting the Internet for green agricultural production techniques.
机构:
Chinese Acad Sci, Ecoenvironm Sci Res Ctr, State Key Lab Urban & Reg Ecol, Beijing, Peoples R China
Xinjiang Agr Univ, Coll Grassland & Environm Sci, Urumqi, Xinjiang, Peoples R ChinaChinese Acad Sci, Ecoenvironm Sci Res Ctr, State Key Lab Urban & Reg Ecol, Beijing, Peoples R China
Zhang, Kai
Zheng, Hua
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Ecoenvironm Sci Res Ctr, State Key Lab Urban & Reg Ecol, Beijing, Peoples R ChinaChinese Acad Sci, Ecoenvironm Sci Res Ctr, State Key Lab Urban & Reg Ecol, Beijing, Peoples R China
Zheng, Hua
Chen, Falin
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Agr Univ, Coll Biosci & Biotechnol, Changsha, Hunan, Peoples R ChinaChinese Acad Sci, Ecoenvironm Sci Res Ctr, State Key Lab Urban & Reg Ecol, Beijing, Peoples R China
Chen, Falin
Li, Ruida
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Ecoenvironm Sci Res Ctr, State Key Lab Urban & Reg Ecol, Beijing, Peoples R ChinaChinese Acad Sci, Ecoenvironm Sci Res Ctr, State Key Lab Urban & Reg Ecol, Beijing, Peoples R China
Li, Ruida
Yang, Miao
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Ecoenvironm Sci Res Ctr, State Key Lab Urban & Reg Ecol, Beijing, Peoples R ChinaChinese Acad Sci, Ecoenvironm Sci Res Ctr, State Key Lab Urban & Reg Ecol, Beijing, Peoples R China
Yang, Miao
Ouyang, Zhiyun
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h-index: 0
机构:
Chinese Acad Sci, Ecoenvironm Sci Res Ctr, State Key Lab Urban & Reg Ecol, Beijing, Peoples R ChinaChinese Acad Sci, Ecoenvironm Sci Res Ctr, State Key Lab Urban & Reg Ecol, Beijing, Peoples R China
Ouyang, Zhiyun
Lan, Jun
论文数: 0引用数: 0
h-index: 0
机构:
Guangxi Dongmen Forest Farm, Inst Forestry Sci, Fusui, Guangxi, Peoples R ChinaChinese Acad Sci, Ecoenvironm Sci Res Ctr, State Key Lab Urban & Reg Ecol, Beijing, Peoples R China
Lan, Jun
Xiang, Xuewu
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h-index: 0
机构:
Guangxi Dongmen Forest Farm, Inst Forestry Sci, Fusui, Guangxi, Peoples R ChinaChinese Acad Sci, Ecoenvironm Sci Res Ctr, State Key Lab Urban & Reg Ecol, Beijing, Peoples R China
机构:
Shaanxi Normal Univ, Northwest Inst Hist Environm & Socioecon Dev, Xian, Shaanxi, Peoples R ChinaShaanxi Normal Univ, Northwest Inst Hist Environm & Socioecon Dev, Xian, Shaanxi, Peoples R China
Fang, Lan
Quan, Yurong
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Agr Univ, Coll Publ Adm, Nanjing, Jiangsu, Peoples R ChinaShaanxi Normal Univ, Northwest Inst Hist Environm & Socioecon Dev, Xian, Shaanxi, Peoples R China
Quan, Yurong
Mao, Hui
论文数: 0引用数: 0
h-index: 0
机构:
Shaanxi Normal Univ, Northwest Inst Hist Environm & Socioecon Dev, Xian, Shaanxi, Peoples R China
Shaanxi Normal Univ, Northwest Inst Hist Environm & Socioecon Dev, Xian 710119, Shaanxi, Peoples R ChinaShaanxi Normal Univ, Northwest Inst Hist Environm & Socioecon Dev, Xian, Shaanxi, Peoples R China
Mao, Hui
Chen, Shaojian
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Sch Econ & Finance, Xian, Shaanxi, Peoples R ChinaShaanxi Normal Univ, Northwest Inst Hist Environm & Socioecon Dev, Xian, Shaanxi, Peoples R China
机构:
Northwest A&F Univ, Inst Soil & Water Conservat, Coll Soil & Water Conservat Sci & Engn, State Key Lab Soil Eros & Dryland Farming Loess Pl, Yangling 712100, Shaanxi, Peoples R ChinaNorthwest A&F Univ, Inst Soil & Water Conservat, Coll Soil & Water Conservat Sci & Engn, State Key Lab Soil Eros & Dryland Farming Loess Pl, Yangling 712100, Shaanxi, Peoples R China
Wang, Chenfeng
Fu, Xudong
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, State Key Lab Hydrosci & Engn, Beijing 100084, Peoples R ChinaNorthwest A&F Univ, Inst Soil & Water Conservat, Coll Soil & Water Conservat Sci & Engn, State Key Lab Soil Eros & Dryland Farming Loess Pl, Yangling 712100, Shaanxi, Peoples R China
Fu, Xudong
Zhang, Xiaoming
论文数: 0引用数: 0
h-index: 0
机构:
China Inst Water Resources & Hydropower Res, State Key Lab Simulat & Regulat Water Cycle River, Beijing 100048, Peoples R ChinaNorthwest A&F Univ, Inst Soil & Water Conservat, Coll Soil & Water Conservat Sci & Engn, State Key Lab Soil Eros & Dryland Farming Loess Pl, Yangling 712100, Shaanxi, Peoples R China
Zhang, Xiaoming
Wang, Xiaoping
论文数: 0引用数: 0
h-index: 0
机构:
Northwest A&F Univ, Coll Nat Resources & Environm, Yangling 712100, Shaanxi, Peoples R ChinaNorthwest A&F Univ, Inst Soil & Water Conservat, Coll Soil & Water Conservat Sci & Engn, State Key Lab Soil Eros & Dryland Farming Loess Pl, Yangling 712100, Shaanxi, Peoples R China
Wang, Xiaoping
Zhang, Ga
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, State Key Lab Hydrosci & Engn, Beijing 100084, Peoples R ChinaNorthwest A&F Univ, Inst Soil & Water Conservat, Coll Soil & Water Conservat Sci & Engn, State Key Lab Soil Eros & Dryland Farming Loess Pl, Yangling 712100, Shaanxi, Peoples R China
Zhang, Ga
Gong, Zheng
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, State Key Lab Hydrosci & Engn, Beijing 100084, Peoples R ChinaNorthwest A&F Univ, Inst Soil & Water Conservat, Coll Soil & Water Conservat Sci & Engn, State Key Lab Soil Eros & Dryland Farming Loess Pl, Yangling 712100, Shaanxi, Peoples R China