Method and Device for Fusing Panchromatic Image and Infrared Image
US-2017358067-A1 · Dec 14, 2017 · US
US10337925B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-10337925-B2 |
| Application number | US-201514966369-A |
| Country | US |
| Kind code | B2 |
| Filing date | Dec 11, 2015 |
| Priority date | Jun 11, 2013 |
| Publication date | Jul 2, 2019 |
| Grant date | Jul 2, 2019 |
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A method of estimating land surface temperature lapse rate using an infrared image is disclosed. In the method of estimating land surface temperature lapse rate using an infrared image, a target area for the estimation of land surface temperature lapse rate is selected. The atmospheric transmittance of the target area is calculated. Reference temperature is estimated at a reference location set in the target area as desired. A temperature difference is calculated from the atmospheric transmittance and the estimated reference temperature, and then a temperature difference image is generated. Land surface temperature lapse rate is estimated from the temperature difference image and a Digital Elevation Map (DEM) in an identical area using an elevation-based temperature difference distribution.
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What is claimed is: 1. A method of estimating land surface temperature lapse rate using an infrared image, comprising: collecting radiant energy radiated from a land surface in the infrared image using an infrared sensor; extracting a normalized difference vegetation index (NDVI) image from the infrared image; generating an estimated radiant temperature based on at least one of the NDVI image and the radiant energy collected from the infrared sensor; selecting a target area in the infrared image for estimation of the land surface temperature lapse rate according to the estimated radiant temperature; calculating atmospheric transmittance of the target area; estimating reference temperature at a reference location set in the target area; calculating a temperature difference from the atmospheric transmittance and the estimated reference temperature, and generating a temperature difference image; estimating the land surface temperature lapse rate from the temperature difference image and a Digital Elevation Map (DEM) in an identical area using an elevation-based temperature difference distribution; and calculating an air temperature-based land surface temperature lapse rate using a linear regression curve according to an equation as follows: r T =c·T air +d, wherein r T is the estimated land surface temperature lapse rate, T air is the air temperature, and c and d are variables of the linear regression curve. 2. The method of claim 1 , wherein the estimating land surface temperature lapse rate comprises estimating the land surface temperature lapse rate via linear regression analysis. 3. The method of claim 2 , wherein the estimating land surface temperature lapse rate comprises: re-sampling the DEM so that it has to have spatial resolution of the temperature difference image; generating elevation-based temperature difference data from the DEM and the temperature difference; and calculating the linear regression curve via the temperature difference data. 4. The method of claim 1 , wherein the calculating atmospheric transmittance is performed to minimize atmospheric effects of the infrared image. 5. The method of claim 1 , wherein the estimating reference temperature comprises approximately observing land surface temperature from the infrared image and then estimating the reference temperature, or observing the reference temperature via field observation.
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