本發(fā)明涉及水環(huán)境監(jiān)測(cè)技術(shù)領(lǐng)域,公開了一種基于高光譜數(shù)據(jù)的湖泊水質(zhì)多參數(shù)深度學(xué)習(xí)反演框架,以下步驟:S1:數(shù)據(jù)準(zhǔn)備與預(yù)處理,獲取湖泊水質(zhì)的高光譜數(shù)據(jù)及對(duì)應(yīng)的水質(zhì)原位數(shù)據(jù),對(duì)所述高光譜數(shù)據(jù)和水質(zhì)原位數(shù)據(jù)進(jìn)行預(yù)處理;S2:構(gòu)建特征提取與參數(shù)反...