SUREHYP
SUREHYP preprocesses Hyperion radiance data to retrieve surface reflectance for Earth remote sensing, enabling consistent land cover mapping and vegetation attribute estimation.
Key Features:
- Surface Reflectance Retrieval: Retrieves surface reflectance from Hyperion at-sensor radiance across the full hyperspectral range.
- At-sensor Radiance Correction: Implements correction of at-sensor radiance data using published algorithms and methods.
- Batch Processing of Hyperion Imagery: Processes batches of Earth Observing-1 Hyperion images acquired from 2000 to 2017, covering over 83,138 publicly available scenes.
- Published Algorithms Integration: Integrates a suite of published algorithms and methods to correct sensor radiance and compute surface reflectance.
- Hyperspectral Compatibility: Handles hyperspectral Hyperion imagery spanning the instrument's entire spectral range.
- Accuracy Benchmarking: Produces flat-terrain surface reflectance values that are almost entirely within 10% across the spectral range compared to values from commercial software over a reference target.
Scientific Applications:
- Land cover mapping: Provides surface reflectance inputs for generating consistent land cover maps.
- Vegetation attribute estimation: Supplies reflectance products for estimating vegetation attributes and traits.
- Environmental monitoring: Enables hyperspectral-based analyses for environmental monitoring applications.
- Land cover analysis: Supports quantitative land cover analysis using calibrated surface reflectance.
- Vegetation studies: Facilitates vegetation research that requires spectrally accurate surface reflectance.
Methodology:
Implements published algorithms to correct at-sensor radiance and compute surface reflectance from batches of Hyperion imagery.
Topics
Details
- License:
- BSD-3-Clause
- Cost:
- Free of charge
- Tool Type:
- library
- Operating Systems:
- Mac, Linux, Windows
- Programming Languages:
- Python
- Added:
- 2/10/2023
- Last Updated:
- 11/24/2024
Operations
Data Inputs & Outputs
Data retrieval
Inputs
Outputs
Publications
Miraglio T, Coops NC. SUREHYP: An Open Source Python Package for Preprocessing Hyperion Radiance Data and Retrieving Surface Reflectance. Sensors. 2022;22(23):9205. doi:10.3390/s22239205. PMID:36501908. PMCID:PMC9741222.
DOI: 10.3390/s22239205
PMID: 36501908
PMCID: PMC9741222
Funding: - Natural Sciences and Engineering Research Council: BRDV-201-2019-495