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awesome-ASI
A curated list of Awesome Spectral Indices (ASI) resources
https://github.com/awesome-spectral-indices/awesome-ASI
- Awesome Spectral Indices - Official GitHub Repository
- Espectro - Official Streamlit Web App GitHub Repository [](https://share.streamlit.io/davemlz/espectro/main/espectro.py)
- spectral - Official ASI Google Earth Engine Module. Deploys ASI for the Code Editor.
- spyndex - Official ASI Python Package. Spectral Indices can be computed for Google Earth Engine objects.
- SpectralIndices.jl - Official ASI Julia Package. Spectral Indices can be computed for Python objects with third party libraries (e.g., `DataFrames`, `YAXArrays`).
- eoreader - Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.
- openeo-python-client - Python client API for OpenEO. ASI provided as experimental feature.
- spyndex - Official ASI Python Package. Spectral Indices can be computed for Google Earth Engine objects.
- SpectralIndices.jl - Official ASI Julia Package. Spectral Indices can be computed for Python objects with third party libraries (e.g., `DataFrames`, `YAXArrays`).
- rgeeExtra - An R package for high-level functions to process spatial and simple Earth Engine objects. ASI is available through the `spectralIndices()` function.
- eeExtra - A ninja Python package that unifies the Google Earth Engine ecosystem. Provides ASI methods for `eemont` and `rgeeExtra`.
- eemont - A Python package that extends Google Earth Engine. ASI is available through the `spectralIndices()` method.
- spyndex - Official ASI Python Package. Spectral Indices can be computed for Google Earth Engine objects.
- spectral - Official ASI Google Earth Engine Module. Deploys ASI for the Code Editor.
- rgeeExtra - An R package for high-level functions to process spatial and simple Earth Engine objects. ASI is available through the `spectralIndices()` function.
- Espectro - Official Streamlit Web App GitHub Repository [](https://share.streamlit.io/davemlz/espectro/main/espectro.py)
- LexCube - Leipzig Explorer of Earth Data Cubes. Provides an interactive ASI example for a Sentinel-2 data cube.
- openEO Web Editor - Web-based UI for OpenEO. A wizard provides an easy way to generate products based on ASI.
- ktmagar's YT | Awesome Spectral Indices in Earth Engine
- Open Source Remote Sensing & GIS | GEE tutorial 3: Compute multiple spectral indices easily in Google Earth Engine
- geodose video | How to Calculate Various Spectral Indices in Google Earth Engine Quickly
- MasterGIS | MasterGIS Days 2021 🌎: Procesamiento y visualización de datos geoespaciales con GEE
- openEO | openEO Web Editor Wizard
- David Montero Loaiza | Python Built-in Types
- David Montero Loaiza | Numpy
- David Montero Loaiza | Pandas
- David Montero Loaiza | Xarray
- David Montero Loaiza | Geopandas
- David Montero Loaiza | Dask
- David Montero Loaiza | Earth Engine
- David Montero Loaiza | Planetary Computer
- Digital Earth Africa | Calculating band indices with Spyndex packages
- David Montero Loaiza | Computing Spectral Indices in Landsat 8
- David Montero Loaiza | Computing Spectral Indices for MODIS
- David Montero Loaiza | Spectral Indices From the Awesome Spectral Indices for GEE
- David Montero Loaiza | Access to Awesome Spectral Indices v0.0.3
- David Montero Loaiza | Monthly Global kNDVI using eemont and wxee
- David Montero Loaiza | Landsat-9
- Aaron Zuspan | Combining wxee and eemont
- David Montero Loaiza | Example 1: Exploring spectral indices
- David Montero Loaiza | Example 2: Computing One Index
- David Montero Loaiza | Example 3: Computing Multiple Indices
- David Montero Loaiza | Example 4: Computing Kernel Indices
- David Montero Loaiza | Example 5: Mapping Indices Over an Image Collection
- Scene From Above | S11E2: Disruption
- geodose | How to Calculate Various Spectral Indices in Google Earth Engine Quickly
- scicrop | O uso dos Ãndices vegetativos e do sensoriamento remoto na agricultura
- Cursos de Teledetección | Lanzamiento de una nueva versión de "Awesome Spectral Indices" para Google Earth Engine (GEE)
- UniNa - Machine Learning 22/23 - MiniContest n1 | Above Ground Biomass estimation from Sentinel-2
- Agriobs | "Agriobs is an application that accesses multiple sources of imagery with dynamic presentation and reporting tools."
- OpenEO | "openEO develops an open API to connect R, Python, JavaScript and other clients to big Earth observation cloud back-ends in a simple and unified way-"
- A standardized catalogue of spectral indices to advance the use of remote sensing in Earth system research - **How to cite.** Montero, D., Aybar, C., Mahecha, M. D., Martinuzzi, F., Söchting, M., and Wieneke, S.: A standardized catalogue of spectral indices to advance the use of remote sensing in Earth system research, Scientific Data 10, 197, https://doi.org/10.1038/s41597-023-02096-0, 2023.
- spectral: Awesome Spectral Indices deployed via the Google Earth Engine JavaScript API - **How to cite.** Montero, D., Aybar, C., Mahecha, M. D., and Wieneke, S.: SPECTRAL: AWESOME SPECTRAL INDICES DEPLOYED VIA THE GOOGLE EARTH ENGINE JAVASCRIPT API, Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4/W1-2022, 301–306, https://doi.org/10.5194/isprs-archives-XLVIII-4-W1-2022-301-2022, 2022.
- BUSINESS INTELLIGENCE THROUGH MACHINE LEARNING FROM SATELLITE REMOTE SENSING DATA - **How to cite.** Kyriakos, C. 2022. BUSINESS INTELLIGENCE THROUGH MACHINE LEARNING FROM SATELLITE REMOTE SENSING DATA. Diploma Thesis, University of Thessaly.
- this photo - es/@evie-shaffer-1259279/).
Programming Languages
Keywords
remote-sensing
9
satellite-imagery
6
landsat
6
spectral-indices
6
gis
6
google-earth-engine
5
geographic-information-systems
5
modis
5
python
5
sentinel
5
earth-engine
5
spectral
4
spectral-index
4
javascript
3
python3
3
openeo
2
sentinel-2
2
sentinel-1
2
earth-observation
2
raster
2
xarray
2
spectral-data
2
spectral-dataset
2
radar
1
landsat-8
1
landsat-7
1
editor
1
cosmo-skymed
1
awesome
1
rgee
1
streamlit
1
spectrum
1
app
1
pandas
1
numpy
1
satellite-images
1
google
1
rstats
1
r
1
dataviz
1
worldview
1
terrasar
1
sentinel-3
1
sar
1
saocom
1
rasterio
1
radarsat
1
pleiades
1
planetscope
1
maxar
1