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Study the Spatial-Temporal Variation of Wheat Growth Under Different Site-Specific Nitrogen Fertilization Approaches
- Source :
- IFIP Advances in Information and Communication Technology, 11th International Conference on Computer and Computing Technologies in Agriculture (CCTA), 11th International Conference on Computer and Computing Technologies in Agriculture (CCTA), Aug 2017, Jilin, China. pp.316-332, ⟨10.1007/978-3-030-06137-1_29⟩, Computer and Computing Technologies in Agriculture XI ISBN: 9783030061364, CCTA (1)
- Publication Year :
- 2017
- Publisher :
- HAL CCSD, 2017.
-
Abstract
- International audience; Many variable fertilization approaches based on ‘real-time’ crop N status were developed for making N fertilizer management in precision agriculture. Unfortunately, to date, only few papers reported the effect of variable fertilization algorithms on the spatial and temporal variability of crop parameters. Based on these problems, this study designed three different variable fertilization algorithms based on vegetation index (Y), SPAD (S) and crop growth model (Z), respectively, with uniform fertilization and no fertilization as controls. Results showed that wheat growth had strong spatial dependence, which become stronger after fertilization. Wheat yield also had strong spatial dependence. There were some similar spatial distribution between NDVIs, soil TN and yield, indicating that spatial variability of yield had strong relationship with crop growth status and soil TN content. The site-specific fertilization treatment based on crop growth model (Z) had the best adjustment capacity to promote crop growth and yield, and reduce their spatial variation, compared with other fertilization treatments.
- Subjects :
- 0106 biological sciences
2. Zero hunger
Spatial-temporal variation
food and beverages
04 agricultural and veterinary sciences
Spatial distribution
01 natural sciences
Crop
Winter wheat
Site-specific N fertilization
Human fertilization
Nitrogen fertilizer
Agronomy
Yield (wine)
040103 agronomy & agriculture
0401 agriculture, forestry, and fisheries
Spatial variability
[INFO]Computer Science [cs]
Precision agriculture
Spatial dependence
010606 plant biology & botany
Mathematics
Subjects
Details
- Language :
- English
- ISBN :
- 978-3-030-06136-4
- ISBNs :
- 9783030061364
- Database :
- OpenAIRE
- Journal :
- IFIP Advances in Information and Communication Technology, 11th International Conference on Computer and Computing Technologies in Agriculture (CCTA), 11th International Conference on Computer and Computing Technologies in Agriculture (CCTA), Aug 2017, Jilin, China. pp.316-332, ⟨10.1007/978-3-030-06137-1_29⟩, Computer and Computing Technologies in Agriculture XI ISBN: 9783030061364, CCTA (1)
- Accession number :
- edsair.doi.dedup.....b6275018dc2b3d6521f69cdae62c4bde