Title
Reduction of On-side Controls of Catch Crop Fields with Sentinel-2 and Sentinel-1 Phenological Reference Profiles
Abstract
On-site controlling of subsidy measures in rural areas are cost-and time-intensive for authorities and can only be done for a small subset of subsidized areas within short time frames. The use of high resolution satellite image time series covers many applications in the field of agricultural monitoring. We present a method for an automated control system based on vegetation indices from Sentinel-2 and Sentinel-1 image time series. We calculated a catch crop phenological reference profile (TS_ref) from a subset of sampling sites in the German federal state Rhineland-Palatinate and compared it with observed Sentinel time series (TS_obs) via Pearson's correlation coefficient. The utilization of the classification results reduces on-site controls noticeably and helps to define areas with higher and lower control demands.
Year
DOI
Venue
2019
10.1109/Multi-Temp.2019.8866901
2019 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp)
Keywords
Field
DocType
catch crops,cover crops,vegetation,agricultural monitoring,time series,vegetation indices,copernicus,backscatter,temporal profiles
Correlation coefficient,Time series,Vegetation,Satellite,Satellite Image Time Series,Environmental science,Sampling (statistics),Statistics,Catch crop,Phenology
Conference
ISBN
Citations 
PageRank 
978-1-7281-4616-4
0
0.34
References 
Authors
1
3
Name
Order
Citations
PageRank
Christian Schulz100.34
Niklas Keck200.34
Birgit Kleinschmit313918.20