| Full text | |
| Author(s): |
Accorsi Amorim, Merilyn Taynara
;
Silvero, Nelida E. Q.
;
Bellinaso, Henrique
;
Rico Gomez, Andres Mauricio
;
Greschuk, Lucas T.
;
Campos, Lucas Rabelo
;
Dematte, Jose A. M.
Total Authors: 7
|
| Document type: | Journal article |
| Source: | PRECISION AGRICULTURE; v. N/A, p. 21-pg., 2022-03-18. |
| Abstract | |
Soil is one of the most important factors for agricultural production. In tropical regions, soil variability is considerable, with the most diverse combinations of physical and chemical characteristics, an influence factor in crop growth and productivity. In this research, the main objective was to identify how soil characteristics and parent material can influence sugarcane development over time using remote sensing. An area located in Sao Paulo, Brazil, of 182 ha (one point per ha with soil analysis), with high variability in the parent material and soil types, was selected. Images from the Sentinel2-MSI satellite were used to describe the spectral behavior of sugarcane over a period of one year. The NDRE (normalized difference red-edge index) was calculated for each image and then the leaf area index (LAI) was obtained from it. Maps of soil classes, soil properties at two depths (0-0.20 and 0.80-1.0 m), and parent material classes were related to sugarcane LAI variability over time. Production environment zones, which is a classification based on soil characteristics to support sugarcane development, were also obtained and related to LAI variability. Spectral signatures of the crop presented different behaviors through the season, soil types and soil attributes provided useful responses for this variability. At the beginning of the season, the surface and subsurface soil properties (texture and fertility) impacted differently on crop development. On the other hand, soil classes and parent material influenced LAI in all production environments studied. The results indicated that the soil types and their properties at different depths have a significant impact on sugarcane development. Furthermore, RS was able to monitor the plant evolution and be related to soil types which may assist in plant management. The results can bring light on how better sugarcane management can be conducted using remote sensing data and soils variability. (AU) | |
| FAPESP's process: | 14/22262-0 - Geotechnologies on a detailed digital soil mapping and the Brazilian soil spectral library: development and applications |
| Grantee: | José Alexandre Melo Demattê |
| Support Opportunities: | Research Projects - Thematic Grants |
| FAPESP's process: | 18/12532-0 - Intrinsic soil properties related with colour acquired by sentinel and nanosatellite spectroscopy and its implication with sugar cane byomass: a new approach on digital soil mapping |
| Grantee: | Merilyn Taynara Accorsi Amorim |
| Support Opportunities: | Scholarships in Brazil - Scientific Initiation |