Modeling changes trend of time series of land surface temperature ...

The long-term variations trend of the mean monthly land surface temperature was evaluated using Sen's slope estimator and classic linear regression on a pixel ...

Modeling changes trend of time series of land surface temperature (LST) using satellite remote sensing productions (case study: Sistan plain in east of Iran).

Time-series analyses of land surface temperature changes with ...

The temporal trend patterns between LST and Air Temperature (Tair) data were very similar (ρ > 0.7). The temperature in the MNP remained stable over time during ...

Modelling Land Surface Temperature Variation in New Guinea ...

These subregions were categorized into 10 super-regions. The results showed that the mean change in LST for all 90 subregions was +0.086°C per ...

Land surface temperature trends derived from Landsat imagery in ...

Temporal LST analysis for climate change studies or ... By modeling and removing the LST trend bias due to changing acquisition time ...

Trend, seasonality, and abrupt change detection method for land ...

The variants of BFAST were employed to decompose LST time series, which supports the research of urban heat islands and the impact of LCC on LST (Quan et al., ...

Evaluating Land Surface Temperature Trends and Explanatory ...

The rate of change (RoC) for the wet season is smaller than for the dry season. The pixel-level analysis suggests that the RoC is primarily in rural areas and ...

Time series decomposition of remotely sensed land surface ...

This study proposed a model to decompose LST time series into trend, seasonal, and noise components. The trend component indicates long-term climate change and ...

Land surface temperature trends derived from Landsat imagery in ...

Abstract. The warming of high mountain regions caused by climate change is leading to glacier retreat, decreasing snow cover, and thawing permafrost, ...

Urban land surface temperature forecasting: a data-driven approach ...

The two developed models (MLR and ANN) effectively anticipated the LST over the KMA region. A continual increment in the surface temperatures ranging from 1 °C ...

Consecutive one-week model predictions of land surface ... - Nature

Temperature prediction over decades provides crucial information for quantifying the expected effects of future climate changes.

Temporal dynamics of leaf area index and land surface temperature ...

The trend analysis for both annual and seasonal trends relied on the SNAP-derived LAI and Landsat Level 2 LST products. Estimations of annual ...

A Time Series Analysis of Forest Cover and Land Surface ... - Frontiers

To retrieve the land surface temperature, Mono Window Algorithm (MWA) method was applied over similar images. Maximum forest degradation was ...

Trend Analysis of MODIS Land Surface Temperature and ... - MDPI

Land Surface Temperature (LST) is an important climate factor for understanding the relationship between the land surface and atmosphere.

Driving forces of land surface temperature anomalous changes in ...

1i). The LST anomalies by day, night, different seasons and whole year showed similar trends of fluctuating increases. From the average LST of ...

An Analysis of Land Surface Temperature Trends in the Central ...

... temporal change patterns of the climatic environment ... Figure 12a–f show the temporal trend of the annual mean air temperature of these.

Future variation of land surface temperature in the Yangtze River ...

In recent years, past changes in global and regional land surface temperatures (LST) have been well studied, however, future LST changes ...

Effect of Land Cover Change and Elevation on Decadal Trend of ...

Linear regression model was used to estimate decadal change of long-term LST time series. ... Model for Land Surface Temperature. Change ...

An Analysis of Spatio-Temporal Trends of Land Surface ...

The moderate change of LST increased in the built-up areas where LST was found more sensitive to climate change than the growing developed areas. The vegetation ...

Analyzing trends in Land Surface Temperature using remotely ...

In this work we tested the hypothesis of a constant trend in LST time series from 2000 to 2019 and highlighted the existence of periods with changing trends.