Using UAV hyperspectral imagery and deep learning for Object-Based quantitative inversion of Zanthoxylum rust disease index

Authors: Kai Zhang, Jie Deng, Congying Zhou, Jiangui Liu, Xuan Lv, Ying Wang, Enhong Sun, Yan Liu, Zhanhong Ma, Jiali Shang

Source: International Journal of Applied Earth Observations and Geoinformation, Vol 135, Iss , Pp 104262- (2024)

Subject Terms: UAV, Hyperspectral, Deep Learning, Quantitative Inversion, Zanthoxylum Rust, Disease index, Physical geography, GB3-5030, Environmental sciences, GE1-350

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Relation: http://www.sciencedirect.com/science/article/pii/S1569843224006186; https://doaj.org/toc/1569-8432

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Inferential Approach for Evaluating the Association Between Land Cover and Soil Carbon in Northern Ontario

Authors: Rory Pittman, Baoxin Hu, Tyler Pittman, Kara L. Webster, Jiali Shang, Stephanie A. Nelson

Source: Earth, Vol 6, Iss 1, p 1 (2025)

Subject Terms: soil carbon, bulk density, statistical inference, Kruskal–Wallis test, generalized estimating equations, boreal biome, Environmental technology. Sanitary engineering, TD1-1066

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Relation: https://www.mdpi.com/2673-4834/6/1/1; https://doaj.org/toc/2673-4834

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Ensemble Learning for Oat Yield Prediction Using Multi-Growth Stage UAV Images

Authors: Pengpeng Zhang, Bing Lu, Jiali Shang, Xingyu Wang, Zhenwei Hou, Shujian Jin, Yadong Yang, Huadong Zang, Junyong Ge, Zhaohai Zeng

Source: Remote Sensing, Vol 16, Iss 23, p 4575 (2024)

Subject Terms: oat, UAV, yield, multispectral, ensemble learning, Science

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Relation: https://www.mdpi.com/2072-4292/16/23/4575; https://doaj.org/toc/2072-4292

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Detecting winter canola (Brassica napus) phenological stages using an improved shape-model method based on time-series UAV spectral data

Authors: Chao Zhang, Zi’ang Xie, Jiali Shang, Jiangui Liu, Taifeng Dong, Min Tang, Shaoyuan Feng, Huanjie Cai

Source: Crop Journal, Vol 10, Iss 5, Pp 1353-1362 (2022)

Subject Terms: Time-series VI, Asymmetric Gaussian function, Phenological stage, Shape model, Remote sensing, Agriculture, Agriculture (General), S1-972

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Relation: http://www.sciencedirect.com/science/article/pii/S221451412200071X; https://doaj.org/toc/2214-5141

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Estimating Soil Moisture Over Winter Wheat Fields During Growing Season Using Machine-Learning Methods

Authors: Lin Chen, Minfeng Xing, Binbin He, Jinfei Wang, Jiali Shang, Xiaodong Huang, Min Xu

Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 14, Pp 3706-3718 (2021)

Subject Terms: Feature selection, machine-learning technology, polarimetric decomposition, RADARSAT-2 synthetic aperture radar (SAR), soil moisture, Ocean engineering, TC1501-1800, Geophysics. Cosmic physics, QC801-809

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Relation: https://ieeexplore.ieee.org/document/9384159/; https://doaj.org/toc/2151-1535

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Retrieving Soil Moisture Over Soybean Fields During Growing Season Through Polarimetric Decomposition

Authors: Tengfei Xiao, Minfeng Xing, Binbin He, Jinfei Wang, Jiali Shang, Xiaodong Huang, Xiliang Ni

Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 14, Pp 1132-1145 (2021)

Subject Terms: Deorientation process, Dubois model, optimal surface roughness, polarimetric decomposition, soil moisture, vegetation attenuation, Ocean engineering, TC1501-1800, Geophysics. Cosmic physics, QC801-809

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Relation: https://ieeexplore.ieee.org/document/9277586/; https://doaj.org/toc/2151-1535

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Observed strong atmospheric water constraints on forest photosynthesis using eddy covariance and satellite-based data across the Northern Hemisphere

Authors: Yongxian Su, Xueqin Yang, Pierre Gentine, Fabienne Maignan, Jiali Shang, Philippe Ciais

Source: International Journal of Applied Earth Observations and Geoinformation, Vol 110, Iss , Pp 102808- (2022)

Subject Terms: Atmospheric water constraint, Soil water constraint, Forest photosynthesis, Northern hemisphere, Climate change, Physical geography, GB3-5030, Environmental sciences, GE1-350

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Relation: http://www.sciencedirect.com/science/article/pii/S1569843222000103; https://doaj.org/toc/1569-8432

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A Ground Point Fitting Method for Winter Wheat Height Estimation Using UAV-Based SfM Point Cloud Data

Authors: Xiaozhe Zhou, Minfeng Xing, Binbin He, Jinfei Wang, Yang Song, Jiali Shang, Chunhua Liao, Min Xu, Xiliang Ni

Source: Drones, Vol 7, Iss 7, p 406 (2023)

Subject Terms: crop height, UAV SfM point cloud, canopy slice filter, ground points, Motor vehicles. Aeronautics. Astronautics, TL1-4050

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Relation: https://www.mdpi.com/2504-446X/7/7/406; https://doaj.org/toc/2504-446X

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Estimating Effective Leaf Area Index of Winter Wheat Based on UAV Point Cloud Data

Authors: Jie Yang, Minfeng Xing, Qiyun Tan, Jiali Shang, Yang Song, Xiliang Ni, Jinfei Wang, Min Xu

Source: Drones, Vol 7, Iss 5, p 299 (2023)

Subject Terms: gap fraction, leaf area index, point cloud, UAV remote sensing, digital hemispherical photography, multi-angle inversion, Motor vehicles. Aeronautics. Astronautics, TL1-4050

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Relation: https://www.mdpi.com/2504-446X/7/5/299; https://doaj.org/toc/2504-446X

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Partitioning of three phenology rhythms in American tropical and subtropical forests using remotely sensed solar-induced chlorophyll fluorescence and field litterfall observations

Authors: Fanxi Gong, Xiuzhi Chen, Wenping Yuan, Yongxian Su, Xueqin Yang, Liyang Liu, Qingling Sun, Jianping Wu, Yuhang Dai, Jiali Shang

Source: International Journal of Applied Earth Observations and Geoinformation, Vol 107, Iss , Pp 102698- (2022)

Subject Terms: Tropical/subtropical forests, Leaf phenology, Litterfall, Water regulation strategies, Solar-induced chlorophyll fluorescence, Physical geography, GB3-5030, Environmental sciences, GE1-350

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Relation: http://www.sciencedirect.com/science/article/pii/S0303243422000241; https://doaj.org/toc/1569-8432

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Study of Genetic Variation in Bermuda Grass along Longitudinal and Latitudinal Gradients Using Spectral Reflectance

Authors: Jingxue Zhang, Mengli Han, Liwen Wang, Minghui Chen, Chen Chen, Sicong Shen, Jiangui Liu, Chao Zhang, Jiali Shang, Xuebing Yan

Source: Remote Sensing, Vol 15, Iss 4, p 896 (2023)

Subject Terms: multispectral data, hyperspectral data, genetic differentiation, populations, grass, Science

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Relation: https://www.mdpi.com/2072-4292/15/4/896; https://doaj.org/toc/2072-4292

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Automated delineation of agricultural field boundaries from Sentinel-2 images using recurrent residual U-Net

Authors: Huanxue Zhang, Mingxu Liu, Yuji Wang, Jiali Shang, Xiangliang Liu, Bin Li, Aiqi Song, Qiangzi Li

Source: International Journal of Applied Earth Observations and Geoinformation, Vol 105, Iss , Pp 102557- (2021)

Subject Terms: Agriculture, Automated delineation, Field boundary, Recurrent residual U-Net, Sentinel-2, Remote sensing, Physical geography, GB3-5030, Environmental sciences, GE1-350

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Relation: http://www.sciencedirect.com/science/article/pii/S0303243421002646; https://doaj.org/toc/1569-8432

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Crop Yield Estimation in the Canadian Prairies Using Terra/MODIS-Derived Crop Metrics

Authors: Jiangui Liu, Ted Huffman, Budong Qian, Jiali Shang, Qingmou Li, Taifeng Dong, Andrew Davidson, Qi Jing

Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 13, Pp 2685-2697 (2020)

Subject Terms: MODIS, yield, net primary productivity (NPP), gross primary productivity (GPP), EVI2, NDVI, Ocean engineering, TC1501-1800, Geophysics. Cosmic physics, QC801-809

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Relation: https://ieeexplore.ieee.org/document/9103945/; https://doaj.org/toc/2151-1535

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Estimating Effective Leaf Area Index of Winter Wheat Using Simulated Observation on Unmanned Aerial Vehicle-Based Point Cloud Data

Authors: Yang Song, Jinfei Wang, Jiali Shang

Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 13, Pp 2874-2887 (2020)

Subject Terms: Agriculture, gap fraction, leaf area index (LAI), point cloud data, unmanned aerial vehicle (UAV), winter wheat, Ocean engineering, TC1501-1800, Geophysics. Cosmic physics, QC801-809

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Relation: https://ieeexplore.ieee.org/document/9103251/; https://doaj.org/toc/2151-1535

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Foreword to the Special Issue on Digital Innovations in Agriculture Research and Applications

Authors: Liping Di, B. Berk Ustundag, Liying Guo, Jiali Shang, Ruixin Yang

Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 13, Pp 6519-6523 (2020)

Subject Terms: Ocean engineering, TC1501-1800, Geophysics. Cosmic physics, QC801-809

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Relation: https://ieeexplore.ieee.org/document/9319780/; https://doaj.org/toc/2151-1535

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Detecting advanced stages of winter wheat yellow rust and aphid infection using RapidEye data in North China Plain

Authors: Xin Du, Qiangzi Li, Jiali Shang, Jiangui Liu, Budong Qian, Qi Jing, Taifeng Dong, Dongdong Fan, Hongyan Wang, Longcai Zhao, Sam Lieff, Travis Davies

Source: GIScience & Remote Sensing, Vol 56, Iss 7, Pp 1093-1113 (2019)

Subject Terms: winter wheat, yellow rust, aphid, mapping, classification, remote sensing, Mathematical geography. Cartography, GA1-1776, Environmental sciences, GE1-350

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Relation: https://doaj.org/toc/1548-1603; https://doaj.org/toc/1943-7226

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Investigating the impact of classification features and classifiers on crop mapping performance in heterogeneous agricultural landscapes

Authors: Huanxue Zhang, Yuji Wang, Jiali Shang, Mingxu Liu, Qiangzi Li

Source: International Journal of Applied Earth Observations and Geoinformation, Vol 102, Iss , Pp 102388- (2021)

Subject Terms: Crop mapping, Landscape heterogeneity, Spectral features, Textural features, Classifier, Remote sensing, Physical geography, GB3-5030, Environmental sciences, GE1-350

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Relation: http://www.sciencedirect.com/science/article/pii/S0303243421000957; https://doaj.org/toc/1569-8432

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Soil Moisture Retrieval Using SAR Backscattering Ratio Method during the Crop Growing Season

Authors: Minfeng Xing, Lin Chen, Jinfei Wang, Jiali Shang, Xiaodong Huang

Source: Remote Sensing, Vol 14, Iss 13, p 3210 (2022)

Subject Terms: soil moisture content, ratio method, WCM, CIEM, RADARSAT-2 SAR, Science

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Relation: https://www.mdpi.com/2072-4292/14/13/3210; https://doaj.org/toc/2072-4292

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Crop Classification Based on the Physically Constrained General Model-Based Decomposition Using Multi-Temporal RADARSAT-2 Data

Authors: Qinghua Xie, Qi Dou, Xing Peng, Jinfei Wang, Juan M. Lopez-Sanchez, Jiali Shang, Haiqiang Fu, Jianjun Zhu

Source: Remote Sensing, Vol 14, Iss 11, p 2668 (2022)

Subject Terms: polarimetric synthetic aperture radar (PolSAR), crop classification, agriculture, model-based decomposition, RADARSAT-2, Science

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Relation: https://www.mdpi.com/2072-4292/14/11/2668; https://doaj.org/toc/2072-4292

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Review of Remote Sensing Applications in Grassland Monitoring

Authors: Zhaobin Wang, Yikun Ma, Yaonan Zhang, Jiali Shang

Source: Remote Sensing, Vol 14, Iss 12, p 2903 (2022)

Subject Terms: grassland remote sensing, parameter estimation, land degradation monitoring, grassland use, disaster monitoring, carbon cycle, Science

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Relation: https://www.mdpi.com/2072-4292/14/12/2903; https://doaj.org/toc/2072-4292

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