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• Improving Forest Above-Ground Biomass Estimation by Integrating Individual Machine Learning Models

  作者：Luo, Mi;Huang, Qiuyan;Qin, Zhihao;Zhang, Liguo;Luo, Mi;Huang, Qiuyan;Qin, Zhihao;Zhang, Liguo;Anees, Shoaib Ahmad;Qin, Xin;Qin, Zhihao;Fan, Jianlong;Han, Guangping;Shafri, Helmi Zulhaidi Mohd

  关键词：above-ground biomass; ensemble model; CatBoost; machine learning

• Precise Estimation of Sugarcane Yield at Field Scale with Allometric Variables Retrieved from UAV Phantom 4 RTK Images

  作者：Huang, Qiuyan;Feng, Juanjuan;Qin, Zhihao;Huang, Yuling;Huang, Qiuyan;Gao, Maofang;Qin, Zhihao;Lai, Shuangshuang;Han, Guangping;Fan, Jinlong

  关键词：crop yield estimation; UAV remote sensing; sugarcane farming; allometric variables; crop canopy surface model

• Remote Sensing Extraction of Crown Planar Area and Plant Number of Papayas Using UAV Images with Very High Spatial Resolution

  作者：Lai, Shuangshuang;Ming, Hailin;Duan, Lian;Huang, Qiuyan;Qin, Zhihao;Qin, Zhihao;Cheng, Fei;Han, Guangping

  关键词：remote sensing of papaya orchard; Otsu's method; low-pass filter; mean-standard deviation threshold; crown planar area extraction; plant number extraction

• An Improved Integrated Model for Temporal Normalization of Satellite-Derived Land Surface Temperature

  作者：Du, Wenhui;Liu, Xiangyang;Li, Zhao-Liang;Qin, Zhihao;Fan, Jinlong

  关键词：Land surface temperature; Training; Satellite broadcasting; MODIS; Ocean temperature; Land surface; Temperature sensors; Aqua Moderate Resolution Imaging Spectroradiometer (MODIS); gradient-boosting regression tree (GBRT); land surface temperature (LST); temporal consistency; temporal normalization

• Assessment of Different Satellite Image-Derived Drought Indices over the Contiguous United States: A Comparison in Different Climates, Vegetation Cover Types, and Soil Layers

  作者：Huang, Xinyi;Feng, Shouming;Zhao, Shuhe;Huang, Xinyi;Feng, Shouming;Zhao, Shuhe;Zhao, Shuaishuai;Fan, Jinlong;Qin, Zhihao

  关键词：drought indices; soil moisture; different climates; vegetation cover types; soil layers; Contiguous United States

• Remote Sensing-Based Classification of Winter Irrigation Fields Using the Random Forest Algorithm and GF-1 Data: A Case Study of Jinzhong Basin, North China

  作者：Su, Qiaomei;Zeng, Weili;Pan, Rong;Liao, Yuejiao;Song, Ying;Lv, Jin;Fan, Jinlong;Zeng, Weili;Pan, Rong;Liao, Yuejiao;Song, Ying;Zhao, Chunliang;Lv, Jin;Zhao, Chunliang;Qin, Zhihao;Qin, Zhihao;Defourny, Pierre

  关键词：irrigation map; irrigation fields; classification; GF-1

• Development of a Hybrid Algorithm for Temporal Normalization of Polar-Orbiting Satellite-Derived Land Surface Temperature

  作者：Du, Wenhui;Qin, Zhihao;Leng, Pei;Li, Zhao-Liang;Fan, Jinlong

  关键词：Land surface temperature; Satellites; MODIS; Land surface; Sensors; Data models; Atmospheric modeling; Land surface temperature (LST); machine learning; polar-orbiting data; temporal normalization