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Soil salinity assessment from satellite data in the Trans-Ural steppe zone (Southern Ural, Russia) 期刊论文
发表期刊: SOIL SCIENCE ANNUAL. 出版年: 2021, 卷号: 72, 期号: 1
作者:  Suleymanov, Azamat;  Gabbasova, Ilyusya;  Abakumov, Evgeny;  Kostecki, Jakub
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/19
Salinization  Dry residue of soil  Spectral indices  Space data  Sentinel  
Mapping Opuntia stricta in the Arid and Semi-Arid Environment of Kenya Using Sentinel-2 Imagery and Ensemble Machine Learning Classifiers 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 8
作者:  Muthoka, James M.;  Salakpi, Edward E.;  Ouko, Edward;  Yi, Zhuang-Fang;  Antonarakis, Alexander S.;  Rowhani, Pedram
收藏  |  浏览/下载：4/0  |  提交时间：2021/07/30
invasive plant species  remote sensing  extreme gradient boost  random forest  spectral indices  topographic indices  
Integration of Spectral Reflectance Indices and Adaptive Neuro-Fuzzy Inference System for Assessing the Growth Performance and Yield of Potato under Different Drip Irrigation Regimes 期刊论文
发表期刊: CHEMOSENSORS. 出版年: 2021, 卷号: 9, 期号: 3
作者:  Elsayed, Salah;  El-Hendawy, Salah;  Khadr, Mosaad;  Elsherbiny, Osama;  Al-Suhaibani, Nasser;  Dewir, Yaser Hassan;  Tahir, Muhammad Usman;  Mubushar, Muhammad;  Darwish, Waleed
收藏  |  浏览/下载：13/0  |  提交时间：2021/07/30
ANFIS  biomass  data driven  genetic algorithm  proximal remote sensing  spectral indices  tuber yield  
Regional suitability prediction of soil salinization based on remote-sensing derivatives and optimal spectral index 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2021, 卷号: 775
作者:  Wang, Zheng;  Zhang, Fei;  Zhang, Xianlong;  Chan, Ngai Weng;  Kung, Hsiang-te;  Ariken, Muhadaisi;  Zhou, Xiaohong;  Wang, Yishan
收藏  |  浏览/下载：14/0  |  提交时间：2021/07/30
Gray correlation analysis  Landsat-8 OLI  Optimal spectral indices  Sentinel-2A MSI  Soil salinization  
An improved approach to estimate above-ground volume and biomass of desert shrub communities based on UAV RGB images 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2021, 卷号: 125
作者:  Mao, Peng;  Qin, Longjun;  Hao, Mengyu;  Zhao, Wenli;  Luo, Jiechunyi;  Qiu, Xu;  Xu, Lijie;  Xiong, Yujiu;  Ran, Yili;  Yan, Chunhua;  Qiu, Guo Yu
收藏  |  浏览/下载：13/0  |  提交时间：2021/07/30
Above-ground biomass (AGB)  Above-ground volume (AGV)  Unmanned aerial vehicle (UAV)  Spectral indices  Textural metrics  Structural metrics  Desert shrub  
Soil salinity inversion based on novel spectral index 期刊论文
发表期刊: ENVIRONMENTAL EARTH SCIENCES. 出版年: 2021, 卷号: 80, 期号: 16
作者:  Zhou, Xiaohong;  Zhang, Fei;  Liu, Changjiang;  Kung, Hsiang-te;  Johnson, Verner Carl
收藏  |  浏览/下载：2/0  |  提交时间：2021/11/19
Machine learning algorithm  Sentinel-2A  Spectral indices