遥感技术与应用 2021, Vol. 36 Issue (2): 372-380 DOI: 10.11873/j.issn.1004-0323.2021.2.0372 |
农业遥感专栏 |
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基于SAR纹理信息的农作物识别研究——以农安县为例 |
王晨丞1( ),王永前1,王利花1,2( ) |
1.成都信息工程大学 资源环境学院,四川 成都 610225 2.重庆市气象科学研究所,重庆 401147 |
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Crop Identification based on SAR Texture Information: A Case Study of Nong’an County |
Chencheng Wang1( ),Yongqian Wang1,Lihua Wang1,2( ) |
1.Chengdu University of Information Technology,College of Resources and Environment,Chengdu 610225,China 2.Chongqing Institute of Meteorological Sciences,Chongqing 401147,China |
1 |
Lintz J, Simonett D S. Sensors for Spacecraft[J]. Remote Sensing of Environment Reading,1976(1):323-343.
|
2 |
Cloude S R, Pottier E. An Entropy based Classification Scheme for Land Applications of Polarimetric SAR[J]. IEEE Transactions on Geoscience & Remote Sensing,1997,35(1):68-78.
|
3 |
Lee J S, Grunes M R, Ainsworth T L, et al. Unsupervised Classification Using Polarimetric Decomposition and the Complex Wishart Classifier[J]. IEEE Transactions on Geoscience & Remote Sensing, 2002, 37(5):2249-2258.
|
4 |
Mcnairn H, Sanden J J V D, Brown R J, et al. The Potential of RadarSat-2 for Crop Mapping and Assessing Crop Condition[J]. Japanese Journal of Radiological Technology, 2000, 49(2):69-72.
|
5 |
Skriver H. Crop Classification by Multitemporal C- and L-Band Single- and Dual-Polarization and Fully Polarimetric SAR[J]. IEEE Transactions on Geoscience & Remote Sensing, 2012, 50(6):2138-2149.
|
6 |
Skakun S, Kussul N, Shelestov A Y, et al. Efficiency Assessment of Multitemporal C-Band Radarsat-2 Intensity and Landsat-8 Surface Reflectance Satellite Imagery for Crop Classification in Ukraine[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,2016,9(8):3712-3719.
|
7 |
Dong Zhaoxia. Dryland Crop Identification and Biological Parameters Estimation based on Full-Polarization SAR Data[D].Beijing:Chinese Academy of Agricultural Sciences,2016.
|
7 |
东朝霞. 基于全极化SAR数据的旱地作物识别与生物学参数反演研究[D]. 北京:中国农业科学院,2016.
|
8 |
Zhang Pingping, Shen Shuanghe, Li Bingbai,et al. Analysis of Polarization Scattering Characteristics of Rice and Classification of Rice Fields[J]. Jiangsu Agricultural Sciences, 2006(1):148-152.张萍萍, 申双和, 李秉柏,等. 水稻极化散射特征分析及稻田分类方法研究[J]. 江苏农业科学, 2006(1):148-152.
|
9 |
Xu Jin, An Yulun, Liu Suihua, et al. Discussion on Classification for Sentinel-1A SAR Data in Mountainous Plateau based on Backscatter Features: A Case Study in Anshun City[J]. Journal of Guizhou Normal University(Natural Sciences), 2016, 34(6):15-19.
|
9 |
许璟, 安裕伦, 刘绥华,等. 基于Sentinel-1A后向散射特性的高原山区地物分类探讨——以安顺市为例[J]. 贵州师范大学学报(自然版), 2016, 34(6):15-19.
|
10 |
Yang Zhi. Rice Phenology Estimation and Parameter Retrieval based on Polarimetric Synthetic Aperture Radar(SAR)[D]. Beijing:The University of Chinese Academy of Sciences(Institute of Remote Sensing and Digital Earth), 2017.
|
10 |
杨知. 基于极化SAR的水稻物候期监测与参数反演研究[D]. 北京:中国科学院大学(中国科学院遥感与数字地球研究所), 2017.
|
11 |
Zhou Tao, Pan Jianjun, Han Tao, et al. Planting Area Extraction of Winter Wheat based on Multi-temporal SAR Data and Optical Imagery[J].Transactions of the Chinese Society of Agricultural Engineering,2017,33(10):215-221.
|
11 |
周涛,潘剑君,韩涛,等.基于多时相合成孔径雷达与光学影像的冬小麦种植面积提取[J].农业工程学报,2017,33(10):215-221.
|
12 |
Yang Shenbin, Li Bingbai, Shen Shuanghe, et al. Rice Monitoring based on ENVISAT ASAR Data[J]. Jiangsu Journal of Agricultural Sciences,2008,24(1):33-38.
|
12 |
杨沈斌,李秉柏, 申双和,等.基于ENVISAT ASAR数据的水稻遥感监测[J].江苏农业学报,2008,24(1):33-38.
|
13 |
Xu Mengzhu, Xu Jia, Deng Hongru, et al. Land-use Classification of Islands based on Fully Polarimetric SAR Data[J]. Remote Sensing Technology and Application, 2019, 34(3): 647-654.
|
13 |
徐梦竹,徐佳,邓鸿儒, 等. 基于全极化SAR影像的海岛地物分类[J]. 遥感技术与应用, 2019, 34(3): 657-654.
|
14 |
Wang Fang, Sun Guoqing, Wu Xuerui. Application a Coherent Vegetation Backscattering Model to Corn Field and Comparison with ENVISAT ASAR Data[J]. Journal of Beijing Normal University(Natural Science), 2008, 44(2):203-206.
|
14 |
王芳, 孙国清, 吴学睿. 基于相干植被模型和ASAR数据的玉米地后向散射特征研究[J]. 北京师范大学学报(自然科学版), 2008, 44(2):203-206.
|
15 |
Hua Guoqiang, Xiao Jing, Huang Xiaojun, et al. Analysis of Corn Backscattering Characteristics Based on Full Polarization SAR Data[J]. Jiangsu Agricultural Sciences, 2011, 39(3):562-565.
|
15 |
化国强, 肖靖, 黄晓军,等. 基于全极化SAR数据的玉米后向散射特征分析[J]. 江苏农业科学, 2011, 39(3):562-565.
|
16 |
Wang Qing, Zeng Qiming, Liao Jingjuan. Feature Extraction and Classification of SAR Image based on Target Decomposition and Scattering Mechanism Index[J]. Remote Sensing Information, 2012(2):9-14.
|
16 |
王庆, 曾琪明, 廖静娟. 基于特征向量分解与散射机制判别指数的全极化SAR图像地物提取与分类[J]. 遥感信息, 2012(2):9-14.
|
17 |
Zhu Junjie, Guo Huadong, Fan Xiangtao, et al. Research on Texture Classification of Single-band Single-polarized High-resolution SAR Image[J]. Remote Sensing for Land & Resources, 2005, 17(2):36-39.
|
17 |
朱俊杰, 郭华东, 范湘涛,等. 单波段单极化高分辨率SAR图像纹理分类研究[J]. 国土资源遥感, 2005, 17(2):36-39.
|
18 |
Chen Fulong,Wang Chao, Zhang Hong. Improved Maximum Likelihood Remote Sensing Image Classification Method: Taking SAR Image as an Example[J]. Remote Sensing for Land and Resources, 2008, 20(1):75-78.
|
18 |
陈富龙, 王超, 张红. 改进最大似然遥感影像分类方法——以SAR影像为例[J]. 国土资源遥感, 2008, 20(1):75-78.
|
19 |
Ding Yaping. Dryland Crop Classification and Acreage Estimation based on Microwave Remote Sensing[D]. Beijing: Chinese Academy of Agricultural Sciences,2013.
|
19 |
丁娅萍. 基于微波遥感的旱地作物识别及面积提取方法研究[D]. 北京:中国农业科学院, 2013.
|
20 |
Yang Yufeng. Research on Classification Methods of Fully Polarimetric SAR Image based on Target Decomposition Theory[D]. Nanjing: Nanjing Forestry University, 2016.
|
20 |
杨玉锋. 基于目标分解的全极化SAR图像分类方法研究[D]. 南京:南京林业大学, 2016.
|
21 |
Gao Han, Wang Changcheng, Yang Minhua, et al. Scattering Feature Analysis and Classification of Crops based on GF-3 Polsar Data[J]. Engineering of Surveying and Mapping, 2019, 28(3): 50-56.
|
21 |
高晗, 汪长城, 杨敏华, 等. 基于高分三号极化SAR数据的农作物散射特性分析及分类[J]. 测绘工程, 2019, 28(3): 50-56.
|
22 |
Zhao Hongwei, Chen Zhongxin, Jiang Hao, et al. Early Growing Stage Crop Species Identification in Southern China based on Sentinel-1A Time Series Imagery and One-Dimensional CNN[J]. Transactions of the Chinese Society of Agricultural Engineering, 2020, 36(3): 169-177.
|
22 |
赵红伟, 陈仲新, 姜浩, 等. 基于Sentinel-1A影像和一维CNN的中国南方生长季早期作物种类识别[J]. 农业工程学报, 2020, 36(3): 169-177.
|
23 |
He Yanfen, Zhang Bai, Ma Chaoqun. Effects of Landscape on Draught Occurrences in the Songnen Plain: A Case Study Using Nong'an County as Its Subject[J]. Agricultural Research in the Arid Areas,2005,23(1):172-178.
|
23 |
何艳芬, 张柏, 马超群. 松嫩平原土地景观动态对旱灾的影响研究——以吉林省农安县为例[J]. 干旱地区农业研究, 2005, 23(1):172-178.
|
24 |
Wang Di, Zhou Qingbo, Chen Zhongxin , et al. Reseach Advances on Crop Identification Using Synthetic Aperture Radar[J]. Transactions of the Chinese Society of Agricultural Engineering, 2014, 30(16):203-212.
|
24 |
王迪, 周清波, 陈仲新, 等. 基于合成孔径雷达的农作物识别研究进展[J]. 农业工程学报, 2014, 30(16):203-212.
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