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

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.

PMID: 36501908
PMCID: PMC9741222
Funding: - Natural Sciences and Engineering Research Council: BRDV-201-2019-495