Functional Time Series Analysis of Land Surface Temperature
نویسندگان
چکیده
منابع مشابه
Reconstruction of the land surface temperature time series using harmonic analysis
Satellite remote sensing is an important approach for obtaining land surface temperature (LST) over wide temporal and spatial ranges. However, the presence of clouds generates numerous missing and abnormal values that affect the application of LST data. To fill data gaps and improve data quality, the Harmonic ANalysis of Time Series (HANTS) algorithm was employed to remove cloud-affected observ...
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A New Fully Gap-Free Time Series of Land Surface Temperature from MODIS LST Data
Temperature time series with high spatial and temporal resolutions are important for several applications. The new MODIS Land Surface Temperature (LST) collection 6 provides numerous improvements compared to collection 5. However, being remotely sensed data in the thermal range, LST shows gaps in cloud-covered areas. We present a novel method to fully reconstruct MODIS daily LST products for ce...
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ژورنال
عنوان ژورنال: International Journal of Statistics and Probability
سال: 2020
ISSN: 1927-7040,1927-7032
DOI: 10.5539/ijsp.v9n5p61