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[Review of digital ground object spectral library]
1Department of Geology, Northwest University, Xi'an 710069, China. zhouxiaohu993@sina.com
Developing digital ground object reflectance spectral libraries is crucial for advanced remote sensing. This review covers existing libraries, challenges like standardization, and future directions for spectral database development.
Area of Science:
- Remote Sensing Technology
- Geospatial Data Science
Context:
- Remote sensing applications increasingly depend on detailed ground object spectral characteristics for quantitative analysis.
- Higher spectral resolution is a key driver in advancing remote sensing technology.
Purpose:
- To systematically review the current status and future trends of digital ground object reflectance spectral libraries.
- To highlight the importance of spectral libraries in remote sensing applications.
Summary:
- This article details established spectral libraries, including those for desertification, plants, geology, soil, minerals, atmosphere, water, and man-made materials.
- It identifies challenges such as the lack of uniform national standards, ground object feature consistency, database comparability, and data sharing mechanisms.
Impact:
- Addresses critical issues in spectral database development, aiming to improve data consistency and accessibility.
- Provides recommendations to overcome existing challenges, fostering more robust and integrated spectral data resources for remote sensing.
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