nrt: operational monitoring of satellite imagetime-series in Python
nrt is a Python package specifically designed for near real-time detection of anomalies in gridded spatio-temporal data, and particularly suited for monitoring forest disturbances from satellite image time-series.The core of the package provides a standardized Application Programming Interface (API) that facilitates interoperability and comparison across a variety of monitoring algorithms.These algorithms, selected from the scientific literature, are implemented in an optimized manner to enable efficient computation across large geographical areas.This development represents a significant advancement in environmental monitoring efforts, enhancing our ability to contribute to climate change mitigation, biodiversity conservation, and the preservation of natural heritage.
Authors
- Loïc Paul Dutrieux (ORCID: https://orcid.org/0000-0002-5058-2526)
- Jonas Viehweger (ORCID: https://orcid.org/0000-0002-1610-4600)
Institutions
- Philipps University of Marburg (DE)
- Joint Research Centre (IT)
- RWTH Aachen University (DE)
Publication Details
- Journal
- The Journal of Open Source Software
- Published
- 2024-08-15
- DOI
- https://doi.org/10.21105/joss.06815
- Citations
- 2
- Primary Topic
- Computational Physics and Python Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.69