2019-01-012024-05-17https://scholars.lib.ntu.edu.tw/handle/123456789/684202摘要：本研究以106年~107年的多尺度多元遙測資訊不確定性分析、時序性雷達影像水稻偵測及產量推估技術發展為基礎，於108年度將配合彰化縣、雲林縣及嘉義縣的水稻栽種時間，進行多尺度多元遙測資訊不確定性水稻偵測及產量推估。本研究的水稻偵測成果部分，將於稻作期間提供農糧署，協助水稻判釋單位針對不確定性較高區域，整合歷年水稻分佈圖、當期稻作申報資料、多元遙測資訊及人機互動輔助判釋工具進行人工判釋，藉以提升水稻分佈圖產製時效。在產量推估部分，藉由比對105年、106年及107年以坪割資料推估產量，及以遙測資訊推估產量的差異，進行108年彰化縣二林鎮、雲林縣大埤鄉及嘉義縣新港鄉的水稻產量推估預測。 <br> Abstract: This study will interpret rice fields distribution and estimate rice production in Changhua County, Yulin County and Chiayi County during two rice season in 2019 with the integrated results from multi-scale and multi-source remote sensing information analysis techniques and production estimating model developed since 2016. With the interpret results of rice fields during two rice season in 2019, this study will assist Agriculture and Food Agency (AFA) to improve the producing efficiency of rice distribution map by manually interpretation. With the difference analysis of rice production results from traditional estimate method and remote sensing information estimate model, this study will focus upon estimating rice production in Erlin Township, Changhua County, Dapi Township, Yulin County and Xingang Township, Chiayi County in 2019.多尺度多元遙測資訊不確定性分析水稻偵測及產Multi-Scale and Multi-Source Remote Sensing InformationUncertainty AnalysisRice Field Monitoring and Production Estimation