National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [41506208, 31670464]
机构署名:
本校为第一且通讯机构
院系归属:
城市与环境科学学院
生命科学学院
摘要:
Long-term information of phytoplankton bloom is critical for assessing the processes driving blooms in lakes. A three-decade survey of the phytoplankton blooms was completed for Erhai Lake from 1987 to 2016 with Landsat imagery. A modified three-band model using Landsat broad bands is developed by comparing reflectance data from Landsat imagery to two field datasets. The model is applied to the archived imagery (1987-2016) to predict chlorophyll-a (Chl-a). Predicted ln(Chl-a) and observed ln(Chl-a) measurements are significantly correlated (R2= 0.70;RMSE = 0.13 ug/L). Bloom maps are generated ...