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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
Creator:  Suleymanov, Azamat;  Gabbasova, Ilyusya;  Abakumov, Evgeny;  Kostecki, Jakub
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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
Creator:  Muthoka, James M.;  Salakpi, Edward E.;  Ouko, Edward;  Yi, Zhuang-Fang;  Antonarakis, Alexander S.;  Rowhani, Pedram
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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
Creator:  Elsayed, Salah;  El-Hendawy, Salah;  Khadr, Mosaad;  Elsherbiny, Osama;  Al-Suhaibani, Nasser;  Dewir, Yaser Hassan;  Tahir, Muhammad Usman;  Mubushar, Muhammad;  Darwish, Waleed
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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
Creator:  Wang, Zheng;  Zhang, Fei;  Zhang, Xianlong;  Chan, Ngai Weng;  Kung, Hsiang-te;  Ariken, Muhadaisi;  Zhou, Xiaohong;  Wang, Yishan
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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
Creator:  Mao, Peng;  Qin, Longjun;  Hao, Mengyu;  Zhao, Wenli;  Luo, Jiechunyi;  Qiu, Xu;  Xu, Lijie;  Xiong, Yujiu;  Ran, Yili;  Yan, Chunhua;  Qiu, Guo Yu
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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
Creator:  Zhou, Xiaohong;  Zhang, Fei;  Liu, Changjiang;  Kung, Hsiang-te;  Johnson, Verner Carl
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Machine learning algorithm  Sentinel-2A  Spectral indices  
Characterization of short-term salinity fluctuations in the Neretva River Delta situated in the southern Adriatic Croatia using Landsat-5 TM 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2020, 卷号: 110
Creator:  Racetin, Ivan;  Krtalic, Andrija;  Srzic, Veljko;  Zovko, Monika
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Agriculture  Irrigation  Multitemporal analysis  Remote sensing  Spectral indices  
A comparative study of remote sensing classification methods for monitoring and assessing desert vegetation using a UAV-based multispectral sensor 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2020, 卷号: 192, 期号: 6
Creator:  Al-Ali, Z. M.;  Abdullah, M. M.;  Asadalla, N. B.;  Gholoum, M.
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UAVs  Multispectral imagery  Desert ecosystems  Spectral vegetation indices  Classification methods  
An Assessment of Surface Water Detection Methods for Water Resource Management in the Nigerien Sahel 期刊论文
发表期刊: SENSORS. 出版年: 2020, 卷号: 20, 期号: 2
Creator:  Herndon, Kelsey;  Muench, Rebekke;  Cherrington, Emil;  Griffin, Robert
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remote sensing  spectral indices  Landsat 8 OLI  West Africa  
Integration of Time Series Sentinel-1 and Sentinel-2 Imagery for Crop Type Mapping over Oasis Agricultural Areas 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 1
Creator:  Sun, Luyi;  Chen, Jinsong;  Guo, Shanxin;  Deng, Xinping;  Han, Yu
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oasis crop type mapping  Sentinel-1 and 2 integration  statistically homogeneous pixels (SHPs)  red-edge spectral bands and indices  recursive feature increment (RFI)  random forest (RF)