保护性耕作遥感监测、地表参量遥感反演研究

070503-地图学与地理信息系统

定量遥感；保护性耕作遥感监测

2007-09--2010-06   中国科学院东北地理与农业生态研究所   地图学与地理信息系统博士学位
2004-09--2007-06   东北师范大学   地图学与地理信息系统硕士学位
2000-09--2004-06   东北师范大学   地理科学学士学位

   

2021-01~现在, 中国科学院东北地理与农业生态研究所, 高级工程师
2010-07~2020-12,中国科学院东北地理与农业生态研究所, 助理研究员

2020-12-01-今,吉林省遥感学会第七届理事会理事, 理事

近年来，获得省级科学技术奖两项，二区以上SCI十余篇，发明专利3项，获得软件著作权登记证书37项。

（1） 内陆水体水质遥感模型与富营养化反演, 一等奖, 省级, 2020
（2） 中国东北地区土地资源动态与生态环境变化, 二等奖, 省级, 2013

[1] 杜嘉, 宋开山, 王宗明, 刘欣婷. 一种湿润地区日蒸散量的估算方法. CN: CN111368258B, 2023-02-17.
[2] 吕丽丽, 宋开山, 温志丹, 刘阁, 尚盈辛, 杜嘉, 李思佳. 一种估算水体溶解性无机碳浓度的方法. CN: CN112305149A, 2021-02-02.
[3] 杜嘉, 宋开山, 周昊昊, 项小云, 杨智超, 刘欣婷, 赵博宇. 一种基于静止卫星遥感数据的秸秆焚烧火点信息提取方法. CN: CN111380807A, 2020-07-07.
[4] 杜嘉, 宋开山, 王宗明, 刘欣婷. 一种湿润地区日蒸散量的估算方法. CN: CN111368258A, 2020-07-03.
[5] 杜嘉, 周昊昊, 刘欣婷, 项小云, 赵博宇. 一种无遥感数据时期湿地景观格局的重建方法. CN: CN110334412A, 2019-10-15.
[6] 温志丹, 宋开山, 刘阁, 杜嘉, 房冲, 尚盈辛. 一种评价湖泊富营养化的方法. CN: CN108614086A, 2018-10-02.

近年来，毕业的硕士学生人均SCI数量1-2篇。

[1] Jiang, Dapeng, Du, Jia, Song, Kaishan, Zhao, Boyu, Zhang, Yiwei, Zhang, Weijian. Classification of Conservation Tillage Using Enhanced Spatial and Temporal Adaptive Reflectance Fusion Model. REMOTE SENSING[J]. 2023, 15(2): http://dx.doi.org/10.3390/rs15020508.
[2] Du, Jia, Jacinthe, PierreAndre, Song, Kaishan, Zhou, Haohao. Water surface albedo and its driving factors on the turbid lakes of Northeast China. ECOLOGICAL INDICATORS[J]. 2023, 146: http://dx.doi.org/10.1016/j.ecolind.2023.109905.
[3] 李健, 刘华, 杜嘉, 曹斌, 张益伟, 于维霖, 张伟健, 郑植, 王燕, 孙月, 陈元晖. Detection of Smoke from Straw Burning Using Sentinel-2 Satellite Data and an Improved YOLOv5s. Remote Sensing[J]. 2023, 15(10): 2641-, https://www.mdpi.com/2072-4292/15/10/2641.
[4] Li, Jian, Yu, Weilin, Du, Jia, Song, Kaishan, Xiang, Xiaoyun, Liu, Hua, Zhang, Yiwei, Zhang, Weijian, Zheng, Zhi, Wang, Yan, Sun, Yue. Mapping Maize Tillage Practices over the Songnen Plain in Northeast China Using GEE Cloud Platform. REMOTE SENSING[J]. 2023, 15(5): http://dx.doi.org/10.3390/rs15051461.
[5] Du, Jia, Li, Dianjia, Song, Kaishan, Zheng, Zhi, Wang, Yan. Comparative Analysis of the Impact of Two Common Residue Burning Parameters on Urban Air Quality Indicators. REMOTE SENSING[J]. 2023, 15(15): http://dx.doi.org/10.3390/rs15153911.
[6] Du, Jia, Zhou, Haohao, Jacinthe, PierreAndre, Song, Kaishan. Retrieval of lake water surface albedo from Sentinel-2 remote sensing imagery. JOURNAL OF HYDROLOGY[J]. 2023, 617: http://dx.doi.org/10.1016/j.jhydrol.2022.128904.
[7] 张益玮, 杜嘉, 李巍, 赵博宇, 刘华. Sentinel-2 MSI和Landsat 8 OLI数据在玉米秸秆覆盖度遥感估算应用中的比较研究. 土壤与作物[J]. 2023, 130-140, https://kns.cnki.net/kcms2/article/abstract?v=RtZjjXMhIaXhjz2HOROpgMkjhulSrfzlTuRazNCatuPsIvQd3-_lTsM5N30VA1ZCWw2zwSdSkwCUM1Fd7hy4pXK63XpXGXx1K-t9mCY_vvpsWt8Bmo-7jg==&uniplatform=NZKPT&language=gb.
[8] Xiang, Xiaoyun, Du, Jia, Jacinthe, PierreAndre, Zhao, Boyu, Zhou, Haohao, Liu, Huanjun, Song, Kaishan. Integration of tillage indices and textural features of Sentinel-2A multispectral images for maize residue cover estimation. SOIL & TILLAGE RESEARCH[J]. 2022, 221: http://dx.doi.org/10.1016/j.still.2022.105405.
[9] Liu, Hua, Li, Jian, Du, Jia, Zhao, Boyu, Hu, Yating, Li, Dongming, Yu, Weilin. Identification of Smoke from Straw Burning in Remote Sensing Images with the Improved YOLOv5s Algorithm. ATMOSPHERE[J]. 2022, 13(6): https://doaj.org/article/8cf7ad89eef64820908ac1a9b914cb26.
[10] 高梅香, 刘启龙, 朱家祺, 赵博宇, 杜嘉, 吴东辉. 中国农田土壤动物长期监测样地科学调查监测的实施方法. 生物多样性[J]. 2022, 30(1): 101-115, http://lib.cqvip.com/Qikan/Article/Detail?id=7106612713.
[11] 项小云, 杜嘉, 赵博宇, 周昊昊, 宋开山. 松嫩平原典型农区玉米秸秆覆盖度遥感估算. 土壤与作物[J]. 2021, 10(3): 282-293, http://lib.cqvip.com/Qikan/Article/Detail?id=7105475643.
[12] 项小云, 杜嘉, 宋开山, 赵博宇, 周昊昊, 郭萍萍, 张丽烟, 胡雅婷. 湿地对福州市热岛效应影响遥感分析. 地球环境学报[J]. 2021, 12(4): 411-424, http://lib.cqvip.com/Qikan/Article/Detail?id=7106511779.
[13] Mao, Dehua, Tian, Yanlin, Wang, Zongming, Jia, Mingming, Du, Jia, Song, Changchun. Wetland changes in the Amur River Basin: Differing trends and proximate causes on the Chinese and Russian sides. JOURNAL OF ENVIRONMENTAL MANAGEMENT[J]. 2021, 280: http://dx.doi.org/10.1016/j.jenvman.2020.111670.
[14] Wen, Zhidan, Song, Kaishan, Liu, Ge, Lyu, Lili, Shang, Yingxin, Fang, Chong, Du, Jia. Characterizing DOC sources in China's Haihe River basin using spectroscopy and stable carbon isotopes. ENVIRONMENTAL POLLUTION[J]. 2020, 258: http://dx.doi.org/10.1016/j.envpol.2019.113684.
[15] Du, Yunxia, Song, Kaishan, Liu, Ge, Wen, Zhidan, Fang, Chong, Shang, Yingxin, Zhao, Fangrui, Wang, Qiang, Du, Jia, Zhang, Bai. Quantifying total suspended matter (TSM) in waters using Landsat images during 1984-2018 across the Songnen Plain, Northeast China. JOURNAL OF ENVIRONMENTAL MANAGEMENT[J]. 2020, 262: http://dx.doi.org/10.1016/j.jenvman.2020.110334.
[16] Wen, Zhidan, Song, Kaishan, Lyu, Lili, Fang, Chong, Shang, Yingxin, Liu, Ge, Du, Jia. A national-scale data set for dissolved carbon and its spatial pattern in lakes and reservoirs across China. SCIENTIFIC DATA[J]. 2020, 7(1): http://dx.doi.org/10.1038/s41597-020-0419-5.
[17] Zhao Boyu, Du Jia, Song Kaishan, Jacinthe, PierreAndre, Xiang Xiaoyun, Zhou Haohao, Yang Zhichao, Zhang Liyan, Guo Pingping. Spatio-temporal Variation of Water Heat Flux Using MODIS Land Surface Temperature Product over Hulun Lake, China During 2001-2018. CHINESE GEOGRAPHICAL SCIENCE[J]. 2020, 30(6): 1065-1080, http://lib.cqvip.com/Qikan/Article/Detail?id=7103422211.
[18] Du, Jia, Jacinthe, PierreAndre, Zhou, Haohao, Xiang, Xiaoyun, Zhao, Boyu, Wang, Min, Song, Kaishan. Monitoring of water surface temperature of Eurasian large lakes usingMODISland surface temperature product. HYDROLOGICAL PROCESSES[J]. 2020, 34(16): 3582-3595, http://dx.doi.org/10.1002/hyp.13830.
[19] Du, Jia, Xiang, Xiaoyun, Zhao, Boyu, Zhou, Haohao. Impact of urban expansion on land surface temperature in Fuzhou, China using Landsat imagery. SUSTAINABLE CITIES AND SOCIETY[J]. 2020, 61: http://dx.doi.org/10.1016/j.scs.2020.102346.
[20] 项小云, 李凤秀, 杜嘉, 刘雁, 宋开山, 赵博宇, 周昊昊, 马学垚. 莫莫格湿地冷岛效应遥感分析. 安徽农业科学[J]. 2019, 47(23): 82-87, http://lib.cqvip.com/Qikan/Article/Detail?id=7100490224.
[21] Song, Kaishan, Wen, Zhidan, Jacinthe, PierreAndre, Zhao, Ying, Du, Jia. Dissolved carbon and CDOM in lake ice and underlying waters along a salinity gradient in shallow lakes of Northeast China. JOURNAL OF HYDROLOGY[J]. 2019, 571: 545-558, http://dx.doi.org/10.1016/j.jhydrol.2019.02.012.
[22] Wu, Mingxuan, Li, Chengwei, Du, Jia, He, Peimin, Zhong, Shengcai, Wu, Pengling, Lu, Hongda, Fang, Shubo. Quantifying the dynamics and driving forces of the coastal wetland landscape of the Yangtze River Estuary since the 1960s. REGIONAL STUDIES IN MARINE SCIENCE[J]. 2019, 32: http://dx.doi.org/10.1016/j.rsma.2019.100854.
[23] Du Jia, Song Kaishan, Yan Baohua. Impact of the Zhalong Wetland on Neighboring Land Surface Temperature Based on Remote Sensing and GIS. CHINESE GEOGRAPHICAL SCIENCE[J]. 2019, 29(5): 798-808, http://sciencechina.cn/gw.jsp?action=detail.jsp&internal_id=6567965&detailType=1.
[24] 周昊昊, 杜嘉, 南颖, 宋开山, 赵博宇, 项小云. 1980年以来5个时期珠江三角洲滨海湿地景观格局及其变化特征. 湿地科学[J]. 2019, 17(5): 559-566, http://lib.cqvip.com/Qikan/Article/Detail?id=7100450318.
[25] Fang Chong, Wen Zhidan, Li Lin, Du Jia, Liu Ge, Wang Xiaodi, Song Kaishan. Agricultural Development and Implication for Wetlands Sustainability: A Case from Baoqing County, Northeast China. CHINESE GEOGRAPHICAL SCIENCE[J]. 2019, 29(2): 231-244, http://lib.cqvip.com/Qikan/Article/Detail?id=90687588504849574850484853.
[26] Fang, Chong, Song, Kaishan, Shang, Yingxin, Ma, Jianhang, Wen, Zhidan, Du Jia. Remote sensing of harmful algal blooms variability for Lake Hulun using adjusted FAI (AFAI) algorithm. Journal of Environmental Informatics[J]. 2019, 34(2): 108-122, [27] FANG Chong, WEN Zhidan, LI Lin, DU Jia, LIU Ge, WANG Xiaodi, SONG Kaishan. Agricultural Development and Implication for Wetlands Sustainability: A Case from Baoqing County, Northeast China. 中国地理科学:英文版[J]. 2019, 231-244, http://lib.cqvip.com/Qikan/Article/Detail?id=90687588504849574850484853.
[28] Wen, Zhidan, Song, Kaishan, Liu, Ge, Shang, Yingxin, Fang, Chong, Du, Jia, Lyu, Lili. Quantifying the trophic status of lakes using total light absorption of optically active components. ENVIRONMENTAL POLLUTION[J]. 2019, 245: 684-693, http://dx.doi.org/10.1016/j.envpol.2018.11.058.
[29] Song, Kaishan, Wen, Zhidan, Shang, Yingxing, Yang, Hong, Lyu, Lili, Liu, Ge, Fang, Chong, Du, Jia, Zhao, Ying. Quantification of dissolved organic carbon (DOC) storage in lakes and reservoirs of mainland China. JOURNAL OF ENVIRONMENTAL MANAGEMENT[J]. 2018, 217: 391-402, http://ir.iga.ac.cn/handle/131322/8875, http://www.corc.org.cn/handle/1471x/3211685.
[30] 尹炀, 刘吉平, 李晟铭, 杜嘉. 1960—2016年吉林省气温时空变化特征. 安徽农业科学[J]. 2018, 46(28): 144-146, http://lib.cqvip.com/Qikan/Article/Detail?id=7000856654.
[31] Du Jia, Song Kaishan. Validation of Global Evapotranspiration Product (MOD16) Using Flux Tower Data from Panjin Coastal Wetland, Northeast China. CHINESE GEOGRAPHICAL SCIENCE[J]. 2018, 28(3): 420-429, http://ir.iga.ac.cn/handle/131322/8924, http://www.corc.org.cn/handle/1471x/3211734.
[32] 张东方, 杜嘉, 陈智文, 马学垚. 20世纪60年代以来6个时期盐城滨海湿地变化及其驱动因素研究. 湿地科学[J]. 2018, 16(3): 313-321, http://lib.cqvip.com/Qikan/Article/Detail?id=675884396.
[33] Zhao, Ying, Song, Kaishan, Lv, Lili, Wen, Zhidan, Du, Jia, Shang, Yingxin. Relationship changes between CDOM and DOC in the Songhua River affected by highly polluted tributary, Northeast China. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH[J]. 2018, 25(25): 25371-25382, http://ir.iga.ac.cn/handle/131322/8880, http://www.corc.org.cn/handle/1471x/3211690.
[34] Wen, Zhidan, Huang, Xiaoli, Gao, Dawen, Liu, Ge, Fang, Chong, Shang, Yingxin, Du, Jia, Zhao, Ying, Lv, Lili, Song, Kaishan. Phthalate esters in surface water of Songhua River watershed associated with land use types, Northeast China. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH[J]. 2018, 25(8): 7688-7698, https://www.webofscience.com/wos/woscc/full-record/WOS:000427398200056.
[35] Song, Kaishan, Wen, Zhidan, Xu, Yijun, Yang, Hong, Lyu, Lili, Zhao, Ying, Fang, Chong, Shang, Yingxin, Du, Jia. Dissolved carbon in a large variety of lakes across five limnetic regions in China. JOURNALOFHYDROLOGY[J]. 2018, 563: 143-154, http://dx.doi.org/10.1016/j.jhydrol.2018.05.072.
[36] Fang, Chong, Song, Kaishan, Li, Lin, Wen, Zhidan, Liu, Ge, Du, Jia, Shang, Yingxin, Zhao, Ying. Spatial variability and temporal dynamics of HABs in Northeast China. ECOLOGICAL INDICATORS[J]. 2018, 90: 280-294, http://ir.iga.ac.cn/handle/131322/8911, http://www.corc.org.cn/handle/1471x/3211721.
[37] 马学垚, 杜嘉, 梁雨华, 张东方. 20世纪60年代以来6个时期长江三角洲滨海湿地变化及其驱动因素研究. 湿地科学[J]. 2018, 16(3): 303-312, http://lib.cqvip.com/Qikan/Article/Detail?id=675884395.
[38] Jin, Xiuliang, Song, Kaishan, Du, Jia, Liu, Huanjun, Wen, Zhidan. Comparison of different satellite bands and vegetation indices for estimation of soil organic matter based on simulated spectral configuration. AGRICULTURAL AND FOREST METEOROLOGY[J]. 2017, 244: 57-71, http://dx.doi.org/10.1016/j.agrformet.2017.05.018.
[39] 王敏, 梁雨华, 马建行, 马学垚, 杜嘉, 宋开山. 基于MODIS数据的2015年夏季全球大型湖泊表面温度格局初析. 湿地科学[J]. 2017, 15(4): 571-581, http://lib.cqvip.com/Qikan/Article/Detail?id=673727483.
[40] 韩颖, 杜嘉, 宋开山, 马学垚, 张东方. 五个时期长江入海口湿地土地利用格局及变化. 湿地科学[J]. 2017, 15(4): 608-612, http://lib.cqvip.com/Qikan/Article/Detail?id=673727488.
[41] Song, Kaishan, Ma, Jianhang, Wen, Zhidan, Fang, Chong, Shang, Yingxin, Zhao, Ying, Wang, Ming, Du, Jia. Remote estimation of K-d (PAR) using MODIS and Landsat imagery for turbid inland waters in Northeast China. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING[J]. 2017, 123: 159-172, http://dx.doi.org/10.1016/j.isprsjprs.2016.11.010.
[42] 刘婷, 刘兴土, 杜嘉, 宋开山. 五个时期辽河三角洲滨海湿地格局及变化研究. 湿地科学[J]. 2017, 15(4): 622-628, http://lib.cqvip.com/Qikan/Article/Detail?id=673727490.
[43] Shao, Tiantian, Song, Kaishan, Du, Jia, Zhao, Ying, Ding, Zhi, Guan, Ying, Liu, Lei, Zhang, Bai. Seasonal Variations of CDOM Optical Properties in Rivers Across the Liaohe Delta. WETLANDS[J]. 2016, 36: S181-S192, http://dx.doi.org/10.1007/s13157-014-0622-2.
[44] Zhao, Ying, Song, Kaishan, Wen, Zhidan, Li, Lin, Zang, Shuying, Shao, Tiantian, Li, Sijia, Du, Jia. Seasonal characterization of CDOM for lakes in semiarid regions of Northeast China using excitation-emission matrix fluorescence and parallel factor analysis (EEM-PARAFAC). BIOGEOSCIENCES[J]. 2016, 13(5): 1635-1645, https://doaj.org/article/77d8cc8609bd4ed1b3dabe4e0db20c46.
[45] Shao, Tiantian, Song, Kaishan, Jacinthe, PierreAndre, Du, Jia, Zhao, Ying, Ding, Zhi, Guan, Ying, Bai, Zhang. Characteristics and sources analysis of riverine chromophoric dissolved organic matter in Liaohe River, China. WATER SCIENCE AND TECHNOLOGY[J]. 2016, 74(12): 2843-2859, https://www.webofscience.com/wos/woscc/full-record/WOS:000391265600010.
[46] 邵田田, 宋开山, 丁智, 赵莹, 王铭, 杜嘉, 张柏. 辽河水体光学吸收特性的季节变化. 生态学报[J]. 2016, 36(7): 01-00, http://159.226.123.10/handle/131322/6920.
[47] Shao, Tiantian, Song, Kaishan, Du, Jia, Zhao, Ying, Liu, Zhiming, Zhang, Bai. Retrieval of CDOM and DOC Using In Situ Hyperspectral Data: A Case Study for Potable Waters in Northeast China. JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING[J]. 2016, 44(1): 77-89, http://159.226.123.10/handle/131322/7081.
[48] Jin, Xiuliang, Du, Jia, Liu, Huanjun, Wang, Zongming, Song, Kaishan. Remote estimation of soil organic matter content in the Sanjiang Plain, Northest China: The optimal band algorithm versus the GRA-ANN model. AGRICULTURAL AND FOREST METEOROLOGY[J]. 2016, 218: 250-260, http://dx.doi.org/10.1016/j.agrformet.2015.12.062.
[49] Jianhang Ma, Kaishan Song, Zhidan Wen, Ying Zhao, Yingxin Shang, Chong Fang, Jia Du. Spatial Distribution of Diffuse Attenuation of Photosynthetic Active Radiation and Its Main Regulating Factors in Inland Waters of Northeast China. REMOTE SENSING[J]. 2016, 8(11): https://doaj.org/article/cc0c9c1e28324d19b0be24427112bfd0.
[50] Kaishan Song, Min Wang, Jia Du, Yue Yuan, Jianhang Ma, Ming Wang, Guangyi Mu. Spatiotemporal Variations of Lake Surface Temperature across the Tibetan Plateau Using MODIS LST Product. REMOTE SENSING[J]. 2016, 8(10): https://doaj.org/article/ea07469e216c487d85b5caaba3ad9856.
[51] Du, Jia, Song, Kaishan, Wang, Zongming. Estimation of water consumption and productivity for rice through integrating remote sensing and census data in the Songnen Plain, China. PADDY AND WATER ENVIRONMENT[J]. 2015, 13(1): 91-99, http://dx.doi.org/10.1007/s10333-013-0411-1.
[52] 王铭, 宋开山, 邵田田, 吕冬梅, 杜嘉, 臧淑英. 南美洲的地表水体制图研究. 地球信息科学学报[J]. 2015, 17(10): 1260-1268, http://sciencechina.cn/gw.jsp?action=detail.jsp&internal_id=5524572&detailType=1.
[53] Lu, Dongmei, Song, Kaishan, Zang, Shuying, Jia, Mingming, Du, Jia, Ren, Chunying. The Effect of Urban Expansion on Urban Surface Temperature in Shenyang, China: an Analysis with Landsat Imagery. ENVIRONMENTAL MODELING & ASSESSMENT[J]. 2015, 20(3): 197-210, http://dx.doi.org/10.1007/s10666-014-9426-2.
[54] 邵田田, 赵莹, 宋开山, 杜嘉, 丁智. 辽河下游CDOM吸收与荧光特性的季节变化研究. 环境科学[J]. 2014, 35(10): 3755-3763, https://d.wanfangdata.com.cn/periodical/hjkx201410018.
[55] Song, Kaishan, Li, Lin, Tedesco, Lenore P, Li, Shuai, Hall, Bob E, Du, Jia. Remote quantification of phycocyanin in potable water sources through an adaptive model. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING[J]. 2014, 95: 68-80, http://dx.doi.org/10.1016/j.isprsjprs.2014.06.008.
[56] Song, Kaishan, Wang, Zongming, Du, Jia, Liu, Lei, Zeng, Lihong, Ren, Chunying. Wetland Degradation: Its Driving Forces and Environmental Impacts in the Sanjiang Plain, China. ENVIRONMENTAL MANAGEMENT[J]. 2014, 54(2): 255-271, https://www.webofscience.com/wos/woscc/full-record/WOS:000339799700008.
[57] 邵田田, 赵莹, 宋开山, 杜嘉, 丁智. 辽河下游CDOM吸收与荧光特性的季节变化研究. 环境科学[J]. 2014, 3755-3763, http://lib.cqvip.com/Qikan/Article/Detail?id=72747590504849524948484956.
[58] 韩颖, 裴亮, 杜嘉. 洪河湿地植被地上生物量遥感反演研究. 遥感技术与应用[J]. 2014, 224-231, http://lib.cqvip.com/Qikan/Article/Detail?id=89717483504849524850484856.
[59] Song, Kaishan, Li, Lin, Li, Shuai, Tedesco, Lenore, Duan, Hongtao, Li, Zuchuan, Shi, Kun, Du, Jia, Zhao, Ying, Shao, Tiantian. Using Partial Least Squares-Artificial Neural Network for Inversion of Inland Water Chlorophyll-a. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2014, 52(2): 1502-1517, http://dx.doi.org/10.1109/TGRS.2013.2251888.
[60] Song, Kaishan, Li, Lin, Tedesco, L P, Li, Shuai, Duan, Hongtao, Liu, Dianwei, Hall, B E, Du, Jia, Li, Zuchuan, Shi, Kun, Zhao, Ying. Remote estimation of chlorophyll-a in turbid inland waters: Three-band model versus GA-PLS model. REMOTE SENSING OF ENVIRONMENT[J]. 2013, 136: 342-357, http://dx.doi.org/10.1016/j.rse.2013.05.017.
[61] 王慧慧, 周廷刚, 杜嘉, 苗正红. 温度植被旱情指数在吉林省干旱监测中的应用. 遥感技术与应用[J]. 2013, 28(2): 324-329, http://sciencechina.cn/gw.jsp?action=detail.jsp&internal_id=4833895&detailType=1.
[62] Du Jia, Song Kaishan, Wang Zongming, Zhang Bai, Liu Dianwei. Evapotranspiration estimation based on MODIS products and surface energy balance algorithms for land (SEBAL) model in Sanjiang Plain, Northeast China. CHINESE GEOGRAPHICAL SCIENCE[J]. 2013, 23(1): 73-91, http://dx.doi.org/10.1007/s11769-013-0587-8.
[63] Du Jia. Application of SEBAL for rice water consumption and productivity estimation through integrating remote sensing and census data in the Sanjiang plain, China. Journal of Food, Agriculture & Environment. 2013, [64] 邵田田, 宋开山, 杜嘉, 杨桄, 曾丽红, 雷小春, 武彦清. 基于偏最小二乘法的玉米FPAR高光谱反演模型研究. 地理与地理信息科学[J]. 2012, 28(3): 27-31, http://lib.cqvip.com/Qikan/Article/Detail?id=42246790.
[65] Song, Kaishan, Wang, Zongming, Li, Lin, Tedesco, Lenore, Li, Fang, Jin, Cui, Du, Jia. Wetlands shrinkage, fragmentation and their links to agriculture in the Muleng-Xingkai Plain, China. JOURNAL OF ENVIRONMENTAL MANAGEMENT[J]. 2012, 111: 120-132, http://dx.doi.org/10.1016/j.jenvman.2012.06.038.
[66] Song, Kaishan, Lu, Dongmei, Li, Lin, Li, Shuai, Wang, Zongming, Du, Jia. Remote sensing of chlorophyll-a concentration for drinking water source using genetic algorithms (GA)-partial least square (PLS) modeling. ECOLOGICAL INFORMATICS[J]. 2012, 10: 25-36, http://dx.doi.org/10.1016/j.ecoinf.2011.08.006.
[67] Song, Kaishan, Li, Lin, Wang, Zongming, Liu, Dianwei, Zhang, Bai, Xu, Jingping, Du, Jia, Li, Linhai, Li, Shuai, Wang, Yuandong. Retrieval of total suspended matter (TSM) and chlorophyll-a (Chl-a) concentration from remote-sensing data for drinking water resources. ENVIRONMENTAL MONITORING AND ASSESSMENT[J]. 2012, 184(3): 1449-1470, http://dx.doi.org/10.1007/s10661-011-2053-3.
[68] 苗正红, 王宗明, 宋开山, 任春颖, 杜嘉, 张素梅. 基于遥感技术的吉林省生态资产定量评估与动态监测. 国土资源遥感[J]. 2011, 119-123, http://lib.cqvip.com/Qikan/Article/Detail?id=38046914.
[69] 曾丽红, 宋开山, 张柏, 王宗明, 杜嘉. 基于SEBAL模型与MODIS产品的松嫩平原蒸散量研究. 干旱区资源与环境[J]. 2011, 25(1): 140-147, http://www.irgrid.ac.cn/handle/1471x/728410.
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[71] Tang Xuguang, Song Kaishan, Liu Dianwei, Wang Zongming, Zhang Bai, Du Jia, Zeng Lihong, Jiang Guangjia, Wang Yuandong. Comparison of Methods for Estimating Soybean Chlorophyll Content Based on Visual/Near Infrared Reflection Spectra. SPECTROSCOPY AND SPECTRAL ANALYSIS[J]. 2011, 31(2): 371-374, https://www.webofscience.com/wos/woscc/full-record/WOS:000287263400018.
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[73] 汤旭光, 宋开山, 刘殿伟, 王宗明, 张柏, 杜嘉, 曾丽红, 姜广甲, 王远东. 基于可见/近红外反射光谱的大豆叶绿素含量估算方法比较. 光谱学与光谱分析[J]. 2011, 31(2): 371-374, http://lib.cqvip.com/Qikan/Article/Detail?id=36409927.
[74] Wang Yuandong, Liu Dianwei, Song Kaishan, Du Jia, Wang Zongming, Zhang Bai, Tang Xuguang, Lei Xiaochun, Wu Yanqing. Characterization of water constituents spectra absorption in Chagan Lake of Jilin Province, Northeast China. CHINESE GEOGRAPHICAL SCIENCE[J]. 2011, 21(3): 334-345, http://lib.cqvip.com/Qikan/Article/Detail?id=37882346.
[75] 宋开山, 刘殿伟, 王宗明, 吕冬梅, 张柏, 任春颖, 杜嘉. 基于小波分析的玉米叶绿素a与LAI高光谱反演模型研究. 农业系统科学与综合研究[J]. 2011, 27(2): 154-160, http://lib.cqvip.com/Qikan/Article/Detail?id=37733444.
[76] WANG Yuandong, LIU Dianwei, SONG Kaishan, DU Jia, WANG Zongming, ZHANG Bai, TANG Xuguang, LEI Xiaochun, WU Yanqing. Characterization of Water Constituents Spectra Absorption in Chagan Lake of Jilin Province, Northeast China. 中国地理科学：英文版[J]. 2011, 21(3): 334-345, http://lib.cqvip.com/Qikan/Article/Detail?id=37882346.
[77] 汤旭光, 刘殿伟, 张柏, 杜嘉, 雷小春, 曾丽红, 王远东, 宋开山. 积雪污染物含量高光谱遥感监测研究. 光谱学与光谱分析[J]. 2011, 31(5): 1318-1321, http://lib.cqvip.com/Qikan/Article/Detail?id=37510912.
[78] Tang Xuguang, Liu Dianwei, Zhang Bai, Du Jia, Lei Xiaochun, Zeng Lihong, Wang Yuandong, Song Kaishan. Research on Hyperspectral Remote Sensing in Monitoring Snow Contamination Concentration. SPECTROSCOPY AND SPECTRAL ANALYSIS[J]. 2011, 31(5): 1318-1321, https://www.webofscience.com/wos/woscc/full-record/WOS:000290462400039.
[79] 杜嘉, 张柏, 宋开山, 王宗明, 李方, 徐静萍. 松花湖水体叶绿素a含量与反射光谱特征关系初探. 遥感技术与应用[J]. 2010, 50-56, http://lib.cqvip.com/Qikan/Article/Detail?id=33513450.
[80] Lei Xiaochun, Song Kaishan, Wang Zongming, Du Jia, Wu Yanqing, Wang Yuandong, Tang Xuguang, Zeng Lihong, Jiang Guangjia, Liu Dianwei, Zhang Bai. ANALYSIS ON THE SPECTRAL REFLECTANCE RESPONSE TO SNOW CONTAMINANTS IN NORTHEAST CHINA. 2010 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUMnull. 2010, http://159.226.123.10/handle/322005/4703.
[81] 苗正红, 刘志明, 王宗明, 宋开山, 任春颖, 杜嘉, 曾丽红. 基于MODIS NDVI的吉林省植被覆盖度动态遥感监测. 遥感技术与应用[J]. 2010, 387-393, http://lib.cqvip.com/Qikan/Article/Detail?id=34750788.
[82] 杜嘉, 张柏, 宋开山, 王宗明, 曾丽红. 基于MODIS产品和SEBAL模型的三江平原日蒸散量估算. 中国农业气象[J]. 2010, 104-110, http://lib.cqvip.com/Qikan/Article/Detail?id=32803280.
[83] 曾丽红, 宋开山, 张柏, 王宗明, 杜嘉. 松嫩平原不同地表覆盖蒸散特征的遥感研究. 农业工程学报[J]. 2010, 233-242,388, http://lib.cqvip.com/Qikan/Article/Detail?id=35599237.
[84] 曾丽红, 宋开山, 张柏, 王宗明, 刘殿伟, 杜嘉. 松嫩平原参考作物蒸散量变化及其影响因素分析. 农业系统科学与综合研究[J]. 2010, 41-48, http://lib.cqvip.com/Qikan/Article/Detail?id=32821643.
[85] 杜嘉, 张柏, 宋开山, 王宗明. 三江平原主要生态类型耗水分析和水分盈亏状况研究. 水利学报[J]. 2010, 155-163, http://lib.cqvip.com/Qikan/Article/Detail?id=33365273.
[86] 贾明明, 刘殿伟, 宋开山, 王宗明, 姜广甲, 杜嘉, 曾丽红. 基于MODIS时序数据的澳大利亚土地利用/覆被分类与验证. 遥感技术与应用[J]. 2010, 379-386, http://lib.cqvip.com/Qikan/Article/Detail?id=34750787.
[87] Song Kaishan, Wu Junjie, Li Lin, Wang Zongming, Lu Dongmei, Du Jia, Zhang Bai. MODIS-Derived Atmospheric Water Vapor (AWV) Content and Its Correlation to Land Use and Land Cover in Northeast China. REMOTE SENSING AND MODELING OF ECOSYSTEMS FOR SUSTAINABILITY VIInull. 2010, http://159.226.123.10/handle/322005/4707.
[88] 杜嘉, 曾丽红, 宋开山, 张柏. 基于遥感的蒸散与土地利用及主要地表参数的关系研究——以乌裕尔河下游为例. 测绘科学[J]. 2010, 35(3): 26-29, http://lib.cqvip.com/Qikan/Article/Detail?id=33833802.
[89] 吴俊杰, 宋开山, 刘志明, 王宗明, 杜嘉, 曾丽红, 姜广甲, 王沫威. 基于MODIS数据的东北地区大气水汽含量反演. 中国农业气象[J]. 2010, 447-452, http://lib.cqvip.com/Qikan/Article/Detail?id=34898387.
[90] 仲桂新, 宋开山, 王宗明, 杜嘉, 雷小春, 刘殿伟, 张柏. 东北地区MODIS和AMSR-E积雪产品验证及对比. 冰川冻土[J]. 2010, 1262-1269, http://lib.cqvip.com/Qikan/Article/Detail?id=37139709.
[91] 曾丽红, 宋开山, 张柏, 王宗明, 杜嘉. 2000年至2008年松嫩平原生长季蒸散量时空格局及影响因素分析. 资源科学[J]. 2010, 2305-2315, http://lib.cqvip.com/Qikan/Article/Detail?id=36197639.
[92] 曾丽红, 宋开山, 张柏, 王宗明, 杜嘉. 近60年来东北地区参考作物蒸散量时空变化. 水科学进展[J]. 2010, 21(2): 194-200, http://lib.cqvip.com/Qikan/Article/Detail?id=33492619.
[93] 杜嘉, 张柏, 宋开山, 王宗明, 曾丽红, 金翠, 黄妮, 姜广甲. 基于Landsat-5TM的洪河湿地地表温度估算方法对比研究. 遥感技术与应用[J]. 2009, 312-319, http://lib.cqvip.com/Qikan/Article/Detail?id=31076356.
[94] 杜嘉, 张柏, 宋开山, 王宗明, 曾丽红. 基于SEBAL模型的别拉洪河流域典型生态系统蒸散量估算. 资源科学[J]. 2009, 1755-1763, http://lib.cqvip.com/Qikan/Article/Detail?id=31795510.
[95] Song Kaishan, Jia Mingming, Hafeez Mohsin, Wang Zongming, Lu Dongmei, Zeng Lihong, Liu Dianwei, Zhang Bai, Du Jia, Liu Qingfeng. LAND USE/COVER CHARACTERIZAITOIN WITH MODIS TIME SERIES DATA WITH HYBRID CLASSIFICATION MOTHED OVER AUSTRALIA FOR 2001 AND 2003. 2009 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-5null. 2009, http://159.226.123.10/handle/322005/4719.
[96] Song Kaishan, Hafeez M, Du Jia, Liu Dianwei, Wang Zongming, Zeng L H, Rabbani Umair. COMPRISION STUDY ON MAPPING OF ET IN THE CIA OF MURRUMBIDGEE CATCHMENT WITH REMOTE SENSED SATELLITE DATA: EXAMPLES FROM NATIONAL AIRBORNE FIELD EXPERIMENTATION. 2009 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-5null. 2009, http://159.226.123.10/handle/322005/4721.
[97] 杜嘉, 张柏, 宋开山, 王宗明, 曾丽红, 金翠, 黄妮. 基于NOAA/AVHRR数据估算三江平原蒸散量研究初探. 水土保持研究[J]. 2009, 16(2): 56-62, http://lib.cqvip.com/Qikan/Article/Detail?id=30243104.
[98] 曾丽红, 宋开山, 张柏, 王宗明, 杜嘉. 利用SEBAL模型与P—M公式估算乌裕尔河下游地表蒸散. 干旱地区农业研究[J]. 2009, 216-224, http://lib.cqvip.com/Qikan/Article/Detail?id=31584068.
[99] Song Kaishan, Wang Zongming, Liu Qqingfeng, Lu Dongmei, Yang Guang, Zeng Lihong, Liu Dianwei, Zhang Bai, Du Jia. LAND USE/LAND COVER (LULC) CHARACTERIZAITOIN WITH MODIS TIME SERIES DATA IN THE AMU RIVER BASIN. 2009 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-5null. 2009, http://159.226.123.10/handle/322005/4723.
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[105] 杜嘉, 赵云升, 吴太夏, 宋开山. 土壤表现为朗伯体的土壤湿度临界值的确定方法初探——以黑土为例. 土壤通报[J]. 2007, 38(2): 220-224, http://lib.cqvip.com/Qikan/Article/Detail?id=24178294.
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（1） 中国主要湿地区湿地保护与生态工程建设, 科学出版社, 2017-09, 第 其他 作者

近年来，获得多项项目资助，经费充足，能够支撑学生实验、论文、毕业和继续深造。

（ 1 ） 退化黑土保育与粮食产能提升长春示范区, 主持, 部委级, 2021-07--2025-06
（ 2 ） 规模农业水土资源高效利用三江示范区, 主持, 部委级, 2021-07--2025-06
（ 3 ） 东部农区土壤动物多样性调查专题地图制作, 主持, 国家级, 2019-01--2023-12
（ 4 ） 空基真实性检验站（大安站）建设项目, 主持, 院级, 2020-12--2023-12
（ 5 ） 牛心套保湿地植被参数高光谱定量遥感应用, 主持, 省级, 2018-01--2021-12
（ 6 ） 1900-1960年代黑龙江流域景观空间分布数据集及分析, 主持, 国家级, 2016-07--2021-07
（ 7 ） 长江流域滨海湿地遥感监测与评估, 主持, 国家级, 2013-01--2017-12
（ 8 ） 基于改进SEBAL模型的三江平原农田蒸散和水分利用效率研究, 主持, 国家级, 2012-01--2014-12
（ 9 ） 东北西部样区观测与反演, 主持, 国家级, 2012-01--2015-12
（ 10 ） 东北样区参量地面调查与反演, 主持, 部委级, 2011-01--2017-12

（1）东北地区典型干旱-半干旱区湖泊反照率遥感反演研究   吉林省遥感学会2020年学术年会   杜嘉   2020-12-12
（2）水稻秸秆覆盖度遥感估算研究   吉林省遥感学会2019年学术年会   2019-10-26
（3）基于MODIS LST产品的欧亚大陆湖泊温度遥感分析   吉林省地理学会2019年学术年会   2019-10-12

   

学生姓名	专业	培养层次	入学年份	毕业年份	学生学籍学校	是否联合培养	联培导师姓名
韩颖	摄影测量与遥感	硕士研究生	2010年9月	2013年6月	辽宁工程技术大学	是	裴亮
张东方	自然地理学	硕士研究生	2015年9月	2018年6月	吉林师范大学	是	陈智文
马学垚	自然地理学	硕士研究生	2015年9月	2018年6月	吉林师范大学	是	梁雨华
周昊昊	地图学与地理信息系统	硕士研究生	2017年9月	2020年6月	延边大学	是	南颖
项小云	自然地理学	硕士研究生	2017年9月	2020年6月	吉林师范大学	是	刘雁