03507nam a2200421 a 4500 20260818134319.0 240606s2021 th abd rm 000 0 eng d .b12381202 AIT Thesis no.RS-21-14 Sukanya Phunsen Impact of changing climate on lake surface water temperature (LSWT) in mainland southest asia Pathum Thani, Thailand : Asian Institute of Technology, 2021 44 leaves : ill. Thesis ; no. RS-21-14 A thesis submitted in partial fulfillment of the requirements for the degree of Master of Science in Remote Sensing and Geographic Information Systems Thesis (M.Sc.) - Asian Institute of Technology, 2021 Lake surface water temperature (LSWT) is an essential component in lake ecosystem. It has been shown that throughout the previous century, LSWT followed an increasing trend with significant repercussions on the regional environment. To regulate and enhance the regional ecological environment, it is necessary to grasp the fundamental explanation for this occurrence. In this study, LSWT estimated across 103 lakes on mainland Southeast Asia using MODIS/Terra in the period of almost 20 years in both daytime and nighttime. This study has generated the correlation between LSWT and various climatic variables. In addition, the contribution of air temperature, solar radiation, cloud cover, and wind speed on LSWT was used to examine the LSWT. The change of climate in Southeast Asia for 2000-2020 period has been impacting on LSWT particularly on air temperature in both daytime and nighttime. The research has generated the LSWT prediction by using climatic variables from CORDEX historical and RCP 8.5 which has used in the most extreme scenario. The results suggested that the warming trend in both MLR and LSTM can help to reveal the LSWT future trends. However, LSTM performed a strong predictive than MLR. The LSTM results has identified the prediction warming rate of LSWT. In daytime, the mean warming rate was 0.0120 °C/year and the overall mean change rate was 0.010 °C/ year. While, in nighttime, the mean warming rate was 0.009°C/year and the overall mean change rate was 0.007 °C/ year. Water temperature Southeast Asia Climatic changes Southeast Asia Virdis, Salvatore G. P., Chairperson Tripathi, Nitin Kumar, Examination Committee Shrestha, Sangam, Examination Committee Padedda, Bachisio Mario, Examination Committee Royal Thai Government Fellowship, Scholarship Donor Asian Institute of Technology. Thesis ; no. RS-21-14 .b12381202 multi y 240702 0 240606 m a y 0 mnait mnait mnarc 40 20 Barcode : 30050120885107 CREATED : 2022-02-18 RECORD # : i13367705 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 Barcode : 30050121063357 CREATED : 2024-06-06 RECORD # : i13502244 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 Barcode : 30050121063340 CREATED : 2024-06-06 RECORD # : i13502256 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 57932 57932 0 0 0 0 MAIN MAIN mnarc 2026-08-18 0 AIT Thesis no.RS-21-14 30050120885107 2026-08-18 13:43:19 1 2026-08-18 40 0 0 0 0 MAIN MAIN mnait 2026-08-18 50.00 0 AIT Thesis no.RS-21-14 30050121063357 2026-08-18 13:43:19 1 2026-08-18 20 0 0 0 0 MAIN MAIN mnait 2026-08-18 50.00 0 AIT Thesis no.RS-21-14 30050121063340 2026-08-18 13:43:19 2 2026-08-18 20