It is of great significance to investigate the characteristics and underlying mechanisms of regional persistent high-temperature processes, as this can help to extract predictive indicators and provide theoretical references for short-term climate forecasting. Based on daily maximum temperature data from 122 national meteorological stations in Shandong Province in June from 1979 to 2023, a regional persistent high-temperature index (RPH) is constructed to reflect the changing characteristics of persistent high-temperature processes in June. Furthermore, ERA5 reanalysis data for June over the same period are used to analyze the relationship between RPH and large-scale background fields, including atmospheric circulation and sea surface temperature (SST), with a particular focus on North Atlantic SST anomalies. The main results are as follows: The regional persistent high-temperature processes in Shandong in June exhibit significant interannual variability and a linear upward trend, with both frequency and intensity increasing notably after 2000. In typical strong RPH years, a pronounced “+-+-” wave train pattern appears at the 500 hPa geopotential height anomaly field over the mid-high latitudes, accompanied by a corresponding “+-+-” pattern at the 850 hPa temperature anomaly field. There is a significant positive correlation between the North Atlantic Tripole (NAT) SST anomaly pattern and the June RPH. The Eurasian wave train excited by the negative phase of NAT closely resembles the pattern observed during typical strong high-temperature years. During NAT negative-phase years, upward energy propagation from the lower to upper troposphere and eastward wave activity fluxes result in significant energy convergence over Shandong. This supports the maintenance of a positive geopotential height anomaly. Under such conditions, enhanced subsidence and adiabatic warming, along with increased solar radiation due to reduced cloud cover, facilitate the development of persistent high-temperature processes.