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Desert landform detection and mapping using a semi-automated object-based image analysis approach 期刊论文
发表期刊: JOURNAL OF ARID ENVIRONMENTS. 出版年: 2022, 卷号: 199
作者:  Garajeh, Mohammad Kazemi;  Feizizadeh, Bakhtiar;  Weng, Qihao;  Moghaddam, Mohammad Hossein Rezaei;  Garajeh, Ali Kazemi
收藏  |  浏览/下载：77/0  |  提交时间：2022/03/17
Object-based image analysis (OBIA)  Fuzzy rule-based classification  Desert landforms  Geomorphology  Earth's landforms  
Leveraging Google Earth Engine platform to characterize and map small seasonal wetlands in the semi-arid environments of South Africa 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2022, 卷号: 803
作者:  Gxokwe, Siyamthanda;  Dube, Timothy;  Mazvimavi, Dominic
收藏  |  浏览/下载：35/0  |  提交时间：2021/11/19
Limpopo River Basin  Object-based classification  Machine learning algorithm  Wetland mapping  Wetland condition  
An Object- and Shapelet-Based Method for Mapping Planted Forest Dynamics from Landsat Time Series 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 24
作者:  Xue, Xiaojing;  Wei, Caiyong;  Yang, Qin;  Tian, Lingwen;  Zhu, Lihong;  Meng, Yuanyuan;  Liu, Xiangnan
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/20
planted forests mapping  shapelet-based classification  image segmentation  object-level time series  forestry eco-engineering projects  
Potential of Multi-scale Completed Local Binary Pattern for Object Based Classification of Very High Spatial Resolution Imagery 期刊论文
发表期刊: JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING. 出版年: 2021, 卷号: 49, 期号: 6, 页码: 1245-1255
作者:  Chairet, Radhia;  Ben Salem, Yassine;  Aoun, Mohamed
收藏  |  浏览/下载：24/0  |  提交时间：2021/07/30
Features extraction  Object-based classification  CLBP  MSCLBP  GLCM  SVM  
Assessing land cover change in Namibia's Kavango East region: a multi-date object approach 期刊论文
发表期刊: BOIS ET FORETS DES TROPIQUES. 出版年: 2020, 期号: 344, 页码: 17-32
作者:  Muhoko, Edward;  De Wasseige, Carlos;  De Cauwer, Vera
收藏  |  浏览/下载：10/0  |  提交时间：2021/01/07
period  land cover change  land cover classification  Landsat  multi-date segmentation  trajectory  object-based classification  Namibia  
Multi-scale Correlation-based feature selection and Random forest classification for LULC mapping from the integration of SAR and optical Sentinel images 会议论文
会议名称: Conference on Remote Sensing Technologies and Applications in Urban Environments IV held at SPIE Remote Sensing Conference. 会议地点: Strasbourg, FRANCE. 会议日期: SEP 09-10, 2019
作者:  Al-Ruzouq, Rami;  Shanableh, Abdallah;  Gibril, Mohamed Barakat A.;  Kalantar, Bahareh
收藏  |  浏览/下载：43/0  |  提交时间：2021/11/30
Optical sensors  SAR  data fusion  object-based classification  image segmentation optimization  LULC  
A Multi-Temporal Object-Based Image Analysis to Detect Long-Lived Shrub Cover Changes in Drylands 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2019, 卷号: 11, 期号: 22
作者:  Guirado, Emilio;  Blanco-Sacristan, Javier;  Pedro Rigol-Sanchez, Juan;  Alcaraz-Segura, Domingo;  Cabello, Javier
收藏  |  浏览/下载：9/0  |  提交时间：2020/03/23
arid zones  drylands  object-based  seawater intrusion  soil loss  time series classification  very high-resolution images  Ziziphus lotus  Cabo de Gata-Nijar Natural Park  Southeast Spain  
Identifying Vegetation in Arid Regions Using Object-Based Image Analysis with RGB-Only Aerial Imagery 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2019, 卷号: 11, 期号: 19
作者:  Silver, Micha;  Tiwari, Arti;  Karnieli, Arnon
收藏  |  浏览/下载：16/0  |  提交时间：2020/03/23
segmentation  classification  vegetation  arid regions  gray-level co-occurrence matrix  texture  object-based image analysis  threshold  optimization  
Deep convolutional neural network training enrichment using multi-view object-based analysis of Unmanned Aerial systems imagery for wetlands classification 期刊论文
发表期刊: ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING. 出版年: 2018, 卷号: 139, 页码: 154-170
作者:  Liu, Tao;  Abd-Elrahman, Amr
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/29
Deep learning  Convolutional neural network  Object-based classification  Random forest  Support vector machine  small UAS  OBIA  
INTEGRATION OF SAR AND GEOBIA FOR THE ANALYSIS OF TIME-SERIES DATA 会议论文
会议名称: 38th IEEE International Geoscience and Remote Sensing Symposium (IGARSS). 会议地点: Valencia, SPAIN. 会议日期: JUL 22-27, 2018
作者:  Amitrano, D.;  Cecinati, F.;  Di Martino, G.;  Iodice, A.;  Mathieu, P. -P.;  Riccio, D.;  Ruello, G.
收藏  |  浏览/下载：18/0  |  提交时间：2019/12/09
multitemporal synthetic aperture radar classification  self-organizing map clustering  object-based image analysis