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Desertification Detection in Makkah Region based on Aerial Images Classification 期刊论文
发表期刊: COMPUTER SYSTEMS SCIENCE AND ENGINEERING. 出版年: 2022, 卷号: 40, 期号: 2, 页码: 607-618
作者:  Said, Yahia;  Barr, Mohammad;  Saidani, Taoufik;  Atri, Mohamed
收藏  |  浏览/下载：30/0  |  提交时间：2021/11/19
Desertification detection  deep learning  convolutional neural networks (CNN)  aerial images classification  Makkah region  
Land cover classification in a mixed forest-grassland ecosystem using LResU-net and UAV imagery 期刊论文
发表期刊: JOURNAL OF FORESTRY RESEARCH. 出版年: 2021
作者:  Zhang, Chong;  Zhang, Li;  Zhang, Bessie Y. J.;  Sun, Jingqian;  Dong, Shikui;  Wang, Xueyan;  Li, Yaxin;  Xu, Jian;  Chu, Wenkai;  Dong, Yanwei;  Wang, Pei
收藏  |  浏览/下载：17/0  |  提交时间：2021/11/29
UAV images  Semantic segmentation  LResU-net  Land cover classification  
3D-CNN based UAV hyperspectral imagery for grassland degradation indicator ground object classification research 期刊论文
发表期刊: ECOLOGICAL INFORMATICS. 出版年: 2021, 卷号: 62
作者:  Pi, Weiqiang;  Du, Jianmin;  Bi, Yuge;  Gao, Xinchao;  Zhu, Xiangbing
收藏  |  浏览/下载：11/0  |  提交时间：2021/07/30
3D convolutional neural networks  Degraded grasslands  Plant population classification  UAV hyperspectral remote sensing  
The Use of Very-High-Resolution Aerial Imagery to Estimate the Structure and Distribution of the Rhanterium epapposum Community for Long-Term Monitoring in Desert Ecosystems 期刊论文
发表期刊: PLANTS-BASEL. 出版年: 2021, 卷号: 10, 期号: 5
作者:  Abdullah, Meshal M.;  Al-Ali, Zahraa M.;  Abdullah, Mansour T.;  Al-Anzi, Bader
收藏  |  浏览/下载：4/0  |  提交时间：2021/07/30
unmanned aerial vehicles (UAVs)  multispectral sensors  arid ecosystems  ecological monitoring and assessment  restoration  plant heights  
Simulations of spatial patterns and species distributions in sandy land using unmanned aerial vehicle images 期刊论文
发表期刊: JOURNAL OF ARID ENVIRONMENTS. 出版年: 2021, 卷号: 186
作者:  Wu, Yin;  Zhang, Jing;  Wang, Feng;  Song, Yongyu;  Ji, Jie
收藏  |  浏览/下载：29/0  |  提交时间：2021/03/08
UAV  Vegetation pattern  Micro-topography  2D Poisson simulation  Otindag sandy land  
Soil map of Khnifiss lagoon and its surrounding environment 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2021, 卷号: 14, 期号: 6
作者:  Amimi, Taha;  Elbelrhiti, Kaoutar;  Adnani, Manare;  Elbelrhiti, Hicham;  Chao, Jamal;  Oubbih, Jamal
收藏  |  浏览/下载：5/0  |  提交时间：2021/07/30
Soil map  Sabkha  Khnifiss  Lagoon  Local concerns  
Biomass and vegetation coverage survey in the Mu Us sandy land - based on unmanned aerial vehicle RGB images 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION. 出版年: 2021, 卷号: 94
作者:  Guo Zi-chen;  Wang Tao;  Liu Shu-lin;  Kang Wen-ping;  Chen Xiang;  Feng Kun;  Zhang Xue-qin;  Zhi Ying
收藏  |  浏览/下载：18/0  |  提交时间：2021/01/07
UAV  Vegetation coverage  Aboveground biomass  Net aboveground biomass  Shrub  Mu Us sandy land  
Classification Efficacy Using K-Fold Cross-Validation and Bootstrapping Resampling Techniques on the Example of Mapping Complex Gully Systems 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 15
作者:  Phinzi, Kwanele;  Abriha, David;  Szabo, Szilard
收藏  |  浏览/下载：4/0  |  提交时间：2021/11/29
satellite imagery  gully mapping  machine learning  random forest  support vector machines  South Africa  semi-arid environment  
Study on Landscape Ecological Classification and Landscape Types Evolution: A Case Study of a Mining City in Semi-Arid Steppe 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2021, 卷号: 13, 期号: 17
作者:  Wu, Zhenhua;  Lu, Qingqing;  Lei, Shaogang;  Yan, Qingwu
收藏  |  浏览/下载：4/0  |  提交时间：2021/11/29
landscape ecological classification  landscape types evolution  semi-arid steppe  mining city  
A methodology to determine the optimal quadrat size for desert vegetation surveying based on unmanned aerial vehicle (UAV) RGB photography 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF REMOTE SENSING. 出版年: 2021, 卷号: 42, 期号: 1, 页码: 84-105
作者:  Hao, Mengyu;  Zhao, Wenli;  Qin, Longjun;  Mao, Peng;  Qiu, Xu;  Xu, Lijie;  Xiong, Yu Jiu;  Ran, Yili;  Qiu, Guo Yu
收藏  |  浏览/下载：19/0  |  提交时间：2021/01/07