The influence of land surface temperature on Ghana's climate variability and implications for sustainable development.

Both blue and red data points cluster along a positive trend line, showing a strong association where higher RH values correspond to higher NST values.

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During DJF, LST depicted a highly significant positive correlation ( r = 0.89, Fig. 5 a), confirming its substantial and consistent positive relationship with NST.

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In addition, as revealed in (Figure S2a), PRE revealed a weak positive trend (0.042) in 1981–2000 and a negative trend with a KT of (-0.084) in 2001–2020.

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KT ranges from − 1 to 1, with positive values indicating an increasing trend and negative values indicating a decreasing trend.

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