Talks and Poster Presentations (with Proceedings-Entry):
I. Pfeil, F. Reuß, M. Vreugdenhil, C. Navacchi, W. Wagner:
"Classification of Wheat and Barley Fields Using Sentinel-1 Backscatter";
Talk: 2020 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2020),
- 2020-10-02; in: "IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium",
The knowledge of the distribution of crop types is of great importance to numerous applications at regional to global scales. Different techniques, including microwave remote sensing methods, have been developed for automatized, accurate crop mapping, however, the discrimination of crops with similar morphology and phenology remains a challenge. In this study, we investigate how to distinguish wheat and barley fields by applying statistical methods and a long-short term memory network to backscatter observed by the C-band SAR instrument onboard the Sentinel-1 satellite.
"Official" electronic version of the publication (accessed through its Digital Object Identifier - DOI)
Created from the Publication Database of the Vienna University of Technology.