A standardized catalogue of spectral indices to advance the use of remote sensing in Earth system research
Leipzig University · Universitat de València · +3 more institutions
Abstract
Spectral Indices derived from multispectral remote sensing products are extensively used to monitor Earth system dynamics (e.g. vegetation dynamics, water bodies, fire regimes). The rapid increase of proposed spectral indices led to a high demand for catalogues of spectral indices and tools for their computation. However, most of these resources are either closed-source, outdated, unconnected to a catalogue or lacking a common Application Programming Interface (API). Here we present "Awesome Spectral Indices" (ASI), a standardized catalogue of spectral indices for Earth system research. ASI provides a comprehensive machine readable catalogue of spectral indices, which is linked to a Python library. ASI…
Citation impact
- FWCI
- 41.52
- Percentile
- 100%
- References
- 188
Authors
6- DMDavid MonteroCorresponding
Leipzig University
- CACésar Aybar
Universitat de València, National University of San Marcos
- MDMiguel D. Mahecha
Helmholtz Centre for Environmental Research, Artificial Intelligence in Medicine (Canada), Leipzig University
- FMFrancesco Martinuzzi
Artificial Intelligence in Medicine (Canada), Leipzig University
- MSMaximilian Söchting
Leipzig University
Topics & keywords
- Remote sensing
- Information retrieval
- Earth (classical element)
- Computer science
- Geography
- Astronomy
- Physics