基于半分析模型的滇池藻蓝蛋白浓度反演

藻蓝蛋白色素(phycocyanin,PC)存在于蓝藻中,由于这种色素在620 nm处有较强的吸收,可以用来作为检测蓝藻含量的指标.利用2009年9月19～20日在滇池实地采样获得的实测光谱数据和水质参数数据,结合前人提出的半分析嵌套模型,建立了适用于滇池的藻蓝蛋白色素浓度反演的半分析模型;建立了620 nm波长处的藻...

Retrieve Phycocyanin Concentrations Based on Semi-analytical Model in the Dianchi Lake, China

Phycocyanin (PC) in the blue-green algae is usually used to detective the quantity of the blue-green algae, because of its special absorption at band 620 nm. A semi-analytical model retrieving phycocyanin concentrations is been built, based on a nested semi-empirical band ratio algorithm, using the data sets collected in September 19 and September 20, 2009 from Dianchi Lake. The empirical relationship between the specific absorption coefficient at band 620 nm a(PC)* (620)] and the absorption coefficient at band 620 nm a(PC) (620)] reduces the impact of the variability of a(PC)* (620) in the model built by Simis. The new semi-analytical model is proved well done in retrieving phycocyanin concentrations and has a mean relative error (MRE) 21.63% by the dataset collected on December 1, 2009 from Dianchi Lake. The model error analysis prove that the main reason of the error is caused by the component and concentrations of pigments changing seasonally in the blue-green algae.