遥感技术与应用 2020, Vol. 35 Issue (5): 1127-1135 DOI: 10.11873/j.issn.1004-0323.2020.5.1127 |
遥感应用 |
|
|
|
|
南方地区复杂条件下的耕地面积遥感提取方法 |
牟昱璇1( ),邬明权2( ),牛铮2,黄文江3,杨尽1 |
1.成都理工大学旅游与城乡规划学院,四川 成都 610059 2.中国科学院空天信息创新研究院遥感科学国家重点实验室,北京 100101 3.中国科学院空天信息创新研究院数字地球重点实验室,北京 100101 |
|
Method of Remote Sensing Extraction of Cultivated Land Area under Complex Conditions in Southern Region |
Yuxuan Mu1( ),Mingquan Wu2( ),Zheng Niu2,Wenjiang Huang3,Jin Yang1 |
1.College of Tourism and Urban-Rural Planning,Chengdu University of Technology,Chengdu 610059,China 2.State Key Laboratory of Remote Sensing Science,Aerospace Information Research Institute,Chinese Academy of Sciences,Beijing 100101,China 3.Key Laboratory of Digital Earth Science,Aerospace Information Research Institute,Chinese Academy of Sciences,Beijing 100101 |
引用本文:
牟昱璇,邬明权,牛铮,黄文江,杨尽. 南方地区复杂条件下的耕地面积遥感提取方法[J]. 遥感技术与应用, 2020, 35(5): 1127-1135.
Yuxuan Mu,Mingquan Wu,Zheng Niu,Wenjiang Huang,Jin Yang. Method of Remote Sensing Extraction of Cultivated Land Area under Complex Conditions in Southern Region. Remote Sensing Technology and Application, 2020, 35(5): 1127-1135.
链接本文:
http://www.rsta.ac.cn/CN/10.11873/j.issn.1004-0323.2020.5.1127
或
http://www.rsta.ac.cn/CN/Y2020/V35/I5/1127
|
1 |
Wu M Q, Huang W J, Niu Z, et al. Validation of Synthetic Daily Landsat NDVI Time Series Data Generated by The Improved Spatial and Temporal Data Fusion Approach[J].Information Fusion, 2018, 40:34-44.doi:/10.1016/j.inffus.2017. 06.005.
doi: /10.1016/j.inffus.2017. 06.005
|
2 |
Denize J, Hubert-Moy L, Betbeder J, et al. Evaluation of Using Sentinel-1 and -2 Time-series to Identify Winter Land Use in Agricultural Landscapes[J].Remote Sensing, 2019,11(1):37.doi:/10.3390/rs11010037.
doi: /10.3390/rs11010037
|
3 |
Shi Y, Lou Y, Zhang Z, et al. Estimation of Methane Emissions based on Crop Yield and Remote Sensing Data in a Paddy Field[J].Greenhouse Gases:Science and Technology, 2020,10(1):196-207.doi:/10.1002/ghg.1946.
doi: /10.1002/ghg.1946
|
4 |
Aguilar M A, Saldaña M M, Aguilar F J, et al. GeoEye-1 and WorldView-2 Pan-Sharpened Imagery for Object-based Classification in Urban Environments[J].International Journal of Remote Sensing, 2013, 34(7):2583-2606.doi:/10.1080/01431161.2012.747018.
doi: /10.1080/01431161.2012.747018
|
5 |
Vieira M A, Formaggio A R, Rennó C D, et al. Object based Image Analysis and Data Mining Applied to A Remotely Sensed Landsat Time-Series to Map Sugarcane over Large Areas[J].Remote Sensing of Environment, 2012, 123(8):553-562.doi:/10.1016/j.rse.2012.04.011.
doi: /10.1016/j.rse.2012.04.011
|
6 |
Lewisgonzales S L. Accuracy of Supervised Classification of Cropland in Sub-Saharan Africa[D].Knoxville:University of Tennessee.2015.
|
7 |
Wang Lianxi, Zhang Ting, Li Qi, et al. Decision Tree Classification for Extraction of Ningxia Multiple Cropping Index[J].Remote Sensing Information, 2018,33(1):45-50.
|
7 |
王连喜,章婷,李琪,等.决策树分类提取宁夏耕地复种指数[J].遥感信息,2018,33(1):45-50.
|
8 |
Gong P, Liu H, Zhang M N, et al. Stable Classification with Limited Sample: Transferring a 30 m Resolution Sample Set Collected in 2015 to Mapping 10 m Resolution Global Land Cover in 2017[J].Science Bulletin,2019,64(6):370-373.
|
9 |
Hao Shuang, Chen Yongfu, Liu Hua, et al. Object-oriented Forest Classification of Linzhi County based on CART Decision Tree with Texture Information [J].Remote Sensing Technology and Application ,2017,32(2):386-394.
|
9 |
郝泷,陈永富,刘华等.基于纹理信息CART决策树的林芝县森林植被面向对象分类[J].遥感技术与应用,2017,32(2):386-394.
|
10 |
Lili Lü, Xie Yaowen, Huang Xiaojun, et al. Desertification Information Extraction Method Research based on The CART Decision Tree Classification[J].Remote Sensing Technology and Application, 2017, 32(3):499-506.
|
10 |
吕利利,颉耀文,黄晓君,等.基于CART决策树分类的沙漠化信息提取方法研究[J].遥感技术与应用,2017,32(3):499-506.
|
11 |
Zhang Tianzhu, Zhang Fengrong, Huang Jingwen, et al. Spatial Pattern Evolution of Abandoned Arable Land Its Influencing Factor in Industrialized Region[J].Transactions of the Chinese Society of Agricultural Engineering, 2014, 30(2):146-152.
|
11 |
张天柱,张凤荣,黄敬文等.工业化区域撂荒耕地空间格局演变及影响因素分析[J].农业工程学报,2019,35(15):246-255.
|
12 |
Sun Jianwei, Wang Chao, Wang Na, et al. Research on Land Use Classification Monitoring through the Remote Sensing Data of ZY-3 Satellite based on CART Decision Tree [J].Journal of Central China Normal University, 2016,50(6):937-943.
|
12 |
孙建伟,王超,王娜,等.基于CART决策树的ZY-3卫星遥感数据土地利用分类监测[J].华中师范大学学报(自然科学版),2016,50(6):937-943.
|
13 |
Benz U. Definiens Imaging GmbH: Object-Oriented Classification and Feature Detection[J].IEEE Geo-science and Remote Sensing Society Newsletter. 2001(5):16-20.
|
14 |
Xu Shiwu, Yang Shuang, Sun Fei, et al. Method Research on Cultivated Land Extraction based on Object One-class Classification of High-spatial-resolution Image [J],Bulletin of Surveying and Mapping, 2014(10):78-81.徐世武,杨双,孙飞,等.面向对象的高分辨率影像单值分类耕地提取方法研究[J].测绘通报,2014(10):78-81.
|
15 |
Wang Xinjun, Wu Hongqi, Sheng Jiandong, et al. Object-oriented Farmland Extraction from High Spatial Resolution Imagery [J].Xinjiang Agricultural Sciences ,2012,49(2):371-378.
|
15 |
王新军,武红旗,盛建东,等.面向对象的高分辨率影像耕地信息提取[J].新疆农业科学,2012,49(2):371-378.
|
16 |
Ouyang Tao, Liu Zhenhua, Xiao Beisheng, et al. Based on ICA Object-Oriented Farmland Extraction [J].Jiangsu Agricultural Sciences ,2016,44(7):372-376.
|
16 |
欧阳涛,刘振华,肖北生,等.基于ICA面向对象的耕地信息提取[J].江苏农业科学,2016,44(7):372-376.
|
17 |
Ren Chuanshuai, Huang Wenjiang, Ye Huichun, et al. Extraction of Banana Orchards based on GF-2 Satellite Imagery and Its Accuracy Analysis[J].Remote Sensing Information, 2017,32(6):78-84.
|
17 |
任传帅,黄文江,叶回春,等. 利用高分二号数据提取香蕉林信息及精度分析[J]. 遥感信息, 2017,32(6):78-84.
|
18 |
Xu Chao, Zhang Jinrui, Pan Yaozhong, et al. Extraction of Cropland Information based on Multi-temporal TM Images[J].Remote Sensing for Land & Resources, 2013, 25(4):166-173.
|
18 |
徐超, 詹金瑞, 潘耀忠,等. 基于多时相TM图像的耕地信息提取[J]. 国土资源遥感, 2013, 25(4):166-173.
|
19 |
Tong Xinhua, Mao Beiqun, Wei Yanfei, et al. Extraction of Cultivated Land Using Objected-Oriented Classification Method based on MODIS-NDVI Time Series Data[J].Journal of Guangxi Teachers Education University:Natural Science Edition, 2017(4):98-106.童新华, 毛碑裙, 韦燕飞,等. 基于MODIS-NDV I时序数据集的面向对象分类提取广西耕地面积的方法研究[J]. 广西师范学院学报(自然科学版), 2017(4):98-106.
|
20 |
Wu M Q, Yang C H, Song X Y, et al. Monitoring Cotton Root Rot by Synthetic Sentinel-2 NDVI Time Series Using Improved Spatial and Temporal Data Fusion[J].Scientific Reports, 2018,8(1):2016.doi:/10.1038/s41598-018-20156-z.
doi: /10.1038/s41598-018-20156-z
|
21 |
Ma Yangyang, Zhang Caixia, Zhang Jichao, et al. Research on Object-oriented Classification Method Assisted with NDVI/DEM in ExtractingCassava:Taking Wuming County for Example[J].Geography and Geo-Information Science,2015,31(1):49-53.
|
21 |
马洋洋, 张彩霞, 张继超, 等. 辅以 NDVI/DEM 的面向对象木薯提取方法研究——以广西壮族自治区武鸣县为例[J]. 地理与地理信息科学, 2015, 31(1): 49-53.
|
22 |
Opitz D, Blundell S. Object Recognition and Image Segmentation: The Feature Analyst® Approach[M].Object-based Image Analysis. Springer, Berlin, Heidelberg, 2008: 153-167.
|
23 |
Shi Peirong, Chen Yongfu, Liu Hua, et al. Optimized Methodology for Classification of Remote Sensing Images based on Object-oriented:Applicatication to the Typical Forest of Milin in Tibet [J].Remote Sensing Technology and Application,2017,32(3):466-474.
|
23 |
施佩荣,陈永富,刘华,等.基于改进的面向对象遥感影像分类方法研究——以西藏米林县典型林区为例[J].遥感技术与应用,2017,32(3):466-474.
|
24 |
Tang Z W, Wang H, Li X B, et al. An Object-based Approach for Mapping Crop Coverage Using Multiscale Weighted and Machine Learning Methods[J].IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 13: 1700-1713.doi:10.1109/JSTARS. 2020. 2983439.
doi: 10.1109/JSTARS. 2020. 2983439
|
25 |
Li Zhongyuan, Wu Bingfang, Zhang Miao, et al. Identifying Rapeseed Planting Area Using an Object-oriented Method and Crop Phenology[J].Geography and Geo-Information Science, 2019,21(5):720-730.
|
25 |
李中元,吴炳方,张淼,等.利用物候差异与面向对象决策树提取油菜种植面积[J].地球信息科学学报,2019,21(5):720-730.
|
26 |
Wang Haijun, Le Chengfeng. Extraction of Paddy Field Using Objects-Oriented Fuzzy Classification Approach based on Texture Characteristic[J].Geography and Geo-Information Science, 2008, 24(5):40-43.
|
26 |
王海君, 乐成峰. 应用基于纹理的面向对象分类模糊方法提取水田信息[J]. 地理与地理信息科学, 2008, 24(5):40-43.
|
27 |
Li Xiaohui, Wang Hong, Li Xiaobing, et al. Study on Crops Remote Sensing Classification based on Multi-Temporal Landsat 8 OLI Images[J].Remote Sensing Technology and Application, 2019,34(2):389-397.
|
27 |
李晓慧,王宏,李晓兵,等.基于多时相Landsat 8 OLI影像的农作物遥感分类研究[J].遥感技术与应用,2019,34(2):389-397.
|
28 |
Ma Yulong Lin Zhilei. Wetland Change Detection based on Object-oriented and CART Decision Tree Method——A Case Study of Wetlands in Longxiang Island[J].Fujian Normal University:Natural Science Edition, 2017(6):74-85.马宇龙, 林志垒. 基于面向对象和CART决策树方法的遥感影像湿地变化检测研究——以龙祥岛地区为例[J]. 福建师范大学学报(自然科学版), 2017(6):74-85.
|
29 |
Hao Jiannan. Application of Texture Enhancement Extraction and Object-oriented High-resolution Image Classification[D].Nanchang: East China University of Technology,2018.
|
29 |
郝剑南. 纹理增强提取与面向对象结合的高分影像分类的应用[D].南昌:东华理工大学,2018.
|
30 |
Wang Yongmei,Yang Chuanjun,Deng Nanrong. Reasonability Validation on Field Ridge Coefficient based on Remote Sensing Image[J].Journal of Anhui Agricultural Sciences,2010,38(17):9292-9294,9360.
|
30 |
王永梅,杨传俊,邓南荣.基于遥感影像的田坎系数的合理性验证——以韶关乐昌市为例[J].安徽农业科学,2010,38(17):9292-9294,9360.
|
|
Viewed |
|
|
|
Full text
|
|
|
|
|
Abstract
|
|
|
|
|
Cited |
|
|
|
|
|
Shared |
|
|
|
|
|
Discussed |
|
|
|
|