Title | ||
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Reduction of On-side Controls of Catch Crop Fields with Sentinel-2 and Sentinel-1 Phenological Reference Profiles |
Abstract | ||
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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 Schulz | 1 | 0 | 0.34 |
Niklas Keck | 2 | 0 | 0.34 |
Birgit Kleinschmit | 3 | 139 | 18.20 |