Author:
Charvát Karel,Lukas Vojtěch,Charvát Karel,Horáková Šárka
Abstract
AbstractThe chapter describes the development of a platform for mapping crop status and long-time trends by using EO data as a support tool for fertilizing and crop protection. The main focus of the pilot is to monitor cereal fields by high-resolution satellite imagery data (Landsat 8, Sentinel 2) and delineation of management zones within the fields for variable rate application of fertilizers. The first part of the paper is focused on analysis of strategies for recommendations derived from satellite data. The second part is focused on development of a software application with the goal to offer farmers a GIS portal. Here, users can monitor their fields from EO data, based on the specified period and select cloudless scenesfor further analysis. The tool supports collaborative communication between farmers and advisors.
Funder
Horizon 2020 Framework Programme
Publisher
Springer International Publishing
Reference10 articles.
1. Kleinjan, J., Clay, D., Carlson, C., & Clay, S. (2007). Developing productivity zones from multiple years of yield monitor data. https://doi.org/10.1201/9781420007718.ch4
2. Blackmore, S., Godwin, R. J., & Fountas, S. (2003). The analysis of spatial and temporal trends in yield map data over six years. Biosystems Engineering, 84(4), 455–466.
3. Charvát, K., Řezník, T., Lukas, V., Charvát, K., Horáková, Š., Kepka, M., & Šplíchal, M. (2016). Quo vadis precision farming. In 13th International Conference on Precision Agriculture, St. Louis, MO, July 31–August 4, 2016.
4. Frampton, W. J., Dash, J., Watmough, G., & Milton, E. J. (2013). Evaluating the capabilities of Sentinel-2 for quantitative estimation of biophysical variables in vegetation. ISPRS Journal of Photogrammetry and Remote Sensing, 82, 83–92. ISSN 0924-2716.
5. Lemaire, G. (1997). Diagnosis of the nitrogen status in crops. Springer. ISBN 9783540622239.
Cited by
2 articles.
订阅此论文施引文献
订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献