東北地區(qū)水環(huán)境參數(shù)遙感監(jiān)測與反演研究進(jìn)展
東北地理所地理景觀遙感學(xué)科組在東北地區(qū)內(nèi)陸湖泊水質(zhì)參數(shù)遙感反演、地表實際蒸散遙感估算等方面取得系列研究進(jìn)展，相關(guān)研究成果發(fā)表在遙感、環(huán)境科學(xué)和生態(tài)學(xué)領(lǐng)域的國際主流學(xué)術(shù)期刊。
學(xué)科組應(yīng)用經(jīng)驗?zāi)Ｐ汀虢馕瞿Ｐ汀A-PLS智能算法，對東北地區(qū)重要內(nèi)陸湖泊和城市水源地的葉綠素含量、總懸浮物含量等水質(zhì)參數(shù)進(jìn)行了遙感監(jiān)測與空間反演[1-4]，這些研究結(jié)果為東北地區(qū)內(nèi)陸水體富營養(yǎng)化與藍(lán)藻爆發(fā)的實時遙感監(jiān)測提供理論與技術(shù)支撐，同時也為其他地區(qū)湖泊富營養(yǎng)化遙感監(jiān)測與動態(tài)分析提供了技術(shù)支撐。課題組深入開展內(nèi)陸水體固有光學(xué)特性研究，為生物光學(xué)模型的實現(xiàn)奠定基礎(chǔ)[5]。基于SEBAL模型與MODIS遙感數(shù)據(jù)產(chǎn)品，對松嫩平原地表實際蒸散量ET進(jìn)行估算，為松嫩平原農(nóng)業(yè)生產(chǎn)水分管理提供依據(jù)[6]，可為農(nóng)業(yè)水分利用效率空間決策提供可視化依據(jù)。
以上研究工作得到中國科學(xué)院知識創(chuàng)新工程重要方向項目(KZCX2-YW-340)、（KZCX2-YW-QN305）、國家自然科學(xué)基金項目（41171293）的資助。
相關(guān)論文：
[1] Song, K. S., Wang, Z. M., Blackwell, J., Zhang, B., Zhang, Y. 2011. Water quality monitoring using Landsat Thematic Mapper data with empirical algorithms in Chagan Lake, China. Journal of Applied Remote Sensing, 5. Doi:10.1117/1.3559497.
[2] Song, K.S., Lu, D.M., Li, L., Li, S., Wang, Z.M., Du, J. 2011. Remote sensing of chlorophyll-a concentration for drinking water source using genetic algorithms (GA)-partial least square (PLS) modeling. Ecological Informatics. In press, DOI: 10.1016/j.ecoinf.2011.08.006.
[3] Song, K.S., Wang, Z.M., Liu, D.W., Zhang, B., Xu, J.P., Du, J., Li, L.H., Li, S., Wang, Y.D. 2011. Retrieval of total suspended matter (TSM) and chlorophyll-a (Chl-a) concentration from remote-sensing data for drinking water resources. Environmental Monitoring and Assessment. in press, DOI: 10.1007/s10661-011-2053-3.
[4] Jiang, G.J., Liu, D.W., Song, K.S., Wang, Z.M., Zhang, B., Wang, Y.D. 2010. Application of Multivariate Model Based on Three Simulated Sensors for Water Quality Variables Estimation in Shitoukoumen Reservoir, Jilin Province, China. Chinese Geographical Science, 20(4): 337-344.
[5] Wang, Y.D., Liu, D.W., Song, K.S., Du, J., Wang, Z.M., Zhang, B., Tang, X.G., Lei, X.C., Wu, Y.Q. 2011. Characterization of Water Constituents Spectra Absorption in Chagan Lake of Jilin Province, Northeast China. Chinese Geographical Science, 21(3): 334-345.
[6] Zeng, L.H., Song, K.S., Zhang, B., Li, L., Wang, Z.M. 2011. Evapotranspiration estimation using moderate resolution imaging spectroradiometer products through a surface energy balance algorithm for land model in Songnen Plain, China. Journal of Applied Remote Sensing, 5: 053535.
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