| 遥感应用 |
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| 基于混合像元分解的高光谱影像柑橘识别方法 |
| 李恒凯1，欧彬1，刘雨婷1，邱玉宝2 |
(1.江西理工大学建筑与测绘工程学院，江西 赣州341000；
2.中国科学院遥感与数字地球研究所，数字地球重点实验室，北京100094) |
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| Citrus Recognition Methods of Hyperspectral Remote Sensing Image based on Spectral Unmixing Model |
| Li Hengkai1，Ou Bin1，Liu Yuting1，Qiu Yubao2 |
(1.Faculty of Architectural and Surveying Engineering，Jiangxi University of Scienceand Technology，Ganzhou 341000；
2.Chinese Academy of Sciences，Institute of Remote Sensing and Digital Earth，DigitalEarth Laboratory，Beijing 100094，China)
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［1］Tang Zili，Yang Yong，Hu Weiguo，et al.Forecast of Citrus Leaves Frozen Injury based on Spectral Signature[J].Transactions of the Chinese Society of Agricultural Engineering，2012，28(11): 146-151.[唐子立，杨勇，胡卫国，等.利用光谱反射特征预测柑橘叶片冻害[J].农业工程学报，2012，28(11): 146-151.]
[2]Xiang Yun，Qi Chunjie，Lu Qian.The Comparative Advantage and Its Influencing Factors of Citrus Production in Hubei Province[J].Economic Geography，2014，34(11): 134-139.[向云，祁春节，陆倩.湖北省柑橘生产的区域比较优势及其影响因素研究[J].经济地理，2014，34(11): 134-139.]
[3]Zhang Jiankang，Cheng Yanpei，Zhang Fawang，et al.Crops Planting Information Extraction based on Multi-temporal Remote Sensing Images[J].Transactions of the Chinese Society of Agricultural Engineering，2012，28(2): 134-141.[张健康，程彦培，张发旺，等.基于多时相遥感影像的作物种植信息提取[J].农业工程学报，2012，28(2): 134-141.]
[4]Wang Jiuling，Huang Jinliang，Wang Lihui，et al.Identification of Sugarcane based on Object-oriented Analysis Using Time-Series HJ CCD data[J].Transactions of the Chinese Society of Agricultural Engineering，2014，30(11): 145-151.[王久玲，黄进良，王立辉，等.面向对象的多时相 HJ 星影像甘蔗识别方法[J].农业工程学报，2014，30(11): 145-151.]
[5]Dudley K L，Dennison P E，Roth K L，et al.A Multi-Temporal Spectral Library Approach for Mapping Vegetation Species Across Spatial And Temporal Phonological Gradients[J].Remote Sensing of Environment，2015，167: 121-134.
[6]Wu Jian，Peng Daoli.Advances in Researches on Hyperspectral Remote Sensing Forestry Information-Extracting Technology[J].Spectroscopy and Spectral Analysis，2011，31(9): 2305-2312.[吴见，彭道黎.高光谱遥感林业信息提取技术研究进展[J].光谱学与光谱分析，2011，31(9): 2305-2312.]
[7]Lin Chuan，Gong Zhaoning，Zhao Wenji，et al.Identifying Typical Plant Ecological Types based on Spectral Characteristic Variables: A Case Study in Wild Duck Lake Wetland，Beijing[J].Acta Ecologica Sinica，2013，33(4):1172-1185.[林川，宫兆宁，赵文吉，等.基于光谱特征变量的湿地典型植物生态类型识别方法——以北京野鸭湖湿地为例[J].生态学报，2013，33(4):1172-1185.]
[8]Bradley B A.Remote Detection of Invasive Plants: A Review of Spectral，Textural and Phonological Approaches[J].Biological invasions，2014，16(7): 1411-1425.
[9]Wang Yuanyuan，Chen Yunhao，Li Jing.Improving Hyperspectral Matching Method through Feature-selection/Weighting based on SVM[J].Spectroscopy and Spectral Analysis，2009，29(3): 735-739.[王圆圆，陈云浩，李京.基于支持向量机 (SVM)特征加权/选择的光谱匹配算法[J].光谱学与光谱分析，2009，29(3): 735-739.]
[10]Zhou Wanhuai，Xie Lijuan，Ying Yibin.Application of Full Spectral Matching Algorithm in Apple Classification[J].Transactions of the Chinese Society of Agricultural Engineering，2013，29(19): 285-292.[周万怀，谢丽娟，应义斌.全光谱匹配算法在苹果分类识别中的应用[J].农业工程学报，2013，29(19): 285-292.]
[11]Xia Junshi，Du Peijun，Feng Yunfeng，et al.Urban Impervious Surface Area Extraction and Analysis based on Hyperspectral Remote Sensing Image[J].Journal of China University of Mining & Technology，2011，40(4): 660-666.[夏俊士，杜培军，逢云峰，等.基于高光谱数据的城市不透水层提取与分析[J].中国矿业大学学报，2011，40(4): 660-666.]
[12]Zhang X，Liao C，Li J，et al.Fractional Vegetation Cover Estimation in Arid and Semi-Arid Environments Using H J-1 Satellite Hyperspectral Data[J].International Journal of Applied Earth Observation and Geoinformation，2013，21: 506-512.〖KG)〗
[13]Feng Weiyi，Chen Qian，He Weiji，et al.A Defogging Method based on Hyperspectral Unmixing[J].Acta Optica Sinica，2015，35 (1): 107-114.[冯维一，陈钱，何伟基，等.基于高光谱图像混合像元分解技术的去雾方法[J].光学学报，2015，35 (1): 107-114.]
[14]Ungar S G，Pearlman J S，Mendenhall J A，et al.Overview of the Earth Observing One (EO-1)Mission[J].IEEE Transactions on Geoscience and Remote Sensing，2003，41(6): 1149-1159.
[15]Tan Bingxiang，Li Zengyuan，Chen Erxue，et al.Preprocessing of EO-1 Hyperion Hyperspectral Data[J].Remote Sensing Information，2005，(6): 36-41.[谭炳香，李增元，陈尔学，等.EO-1 Hyperion 高光谱数据的预处理[J].遙感信息，2005，(6): 36-41.]
[16]Yu Ying，Fan Wenyi，Yang Xiguang.Comparison Analysis of Bad Pixel Repair Methods for EO-1 Hyperion[J].Journal of Northeast Forestry University，2009，37(11):123-124.[于颖，范文义，杨曦光.EO-1Hyperion高光谱数据坏线修复方法的对比分析[J].东北林业大学学报，2009，37(11):123-124.]
[17]Yuan Jinguo，Niu Zheng，Wang Xiping.Atmospheric Correction of Hyperion Hyperspectral Image based on FLAASH[J].Spectroscopy and Spectral Analysis，2009，29(5):1181-1185.[袁金国，牛铮，王锡平.基于FLAASH的Hyperion高光谱影像大气校正[J].光谱学与光谱分析，2009，29(5):1181-1185.]
[18]Xi Zhenyuan，Liu Lijuan，Lu Dengsheng，et al.Mapping of Carya Cathayensis Spatial Distribution with Linear Spectral Mixture Model[J].Scientia Silvae Sinicae，2015，(10)：43-52.[奚祯苑，刘丽娟，陆灯盛，等.基于线性混合像元分解技术提取山核桃空间分布[J].林业科学，2015，(10)：43-52.]
[19]Li Xiaosong，Gao Zhihai，Li Zengyuan，et al.Estimation Of Sparse Vegetation Coverage in Arid Region based on Hyperspectral Mixed Pixel Decomposition[J].Chinese Journal of Applied Ecology，2010，21(1)：152-158.[李晓松，高志海，李增元，等.基于高光谱混合像元分解的干旱地区稀疏植被覆盖度估测[J].应用生态学报，2010，21(1)：152-158.]
[20]Li Xunlan.Establishment and Application Research of Citrus Spectral Database[D].Chongqing:Southwest University，2015.[李勋兰.柑橘光谱数据库的建立及应用研究[D].重庆：西南大学，2015.
[21]Tang Yanlin，Huang Jingfeng，Wang Xiuzhen，et al.Comparison of the Characteristics of Hyperspectral and the Red Edge in Rice，Corn and Cotton[J].Scientia Agricultura Sinica，2004，37(1):29-35.[唐延林，黄敬峰，王秀珍等.水稻、玉米、棉花的高光谱及其红边特征比较[J].中国农业科学，2004，37(1):29-35.]
[22]Wu C，Murray A T.Estimating Impervious Surface Distribution by Spectral Mixture Analysis[J].Remote Sensing of Environment，2003，84(4):493-505.
[23]Li Xiaojuan，Gong Zhaoning，Liu Xiaomeng，et al.ENVI Tutorial of Remote Sensing Image Processing[M].Beijing:China Environmental Science Press，2007.[李小娟，宫兆宁，刘晓萌，等.ENVI遥感影像处理教程[M].北京：中国环境科学出版社，2007.]
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