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Articles

Evaluation of PROSAIL inversion for retrieval of chlorophyll, leaf dry matter, leaf angle, and leaf area index of wheat using spectrodirectional measurements

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Pages 8125-8145 | Received 31 Dec 2017, Accepted 06 Sep 2018, Published online: 11 Oct 2018

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Sourav Bhadra, Vasit Sagan, Supria Sarkar, Maxwell Braud, Todd C. Mockler & Andrea L. Eveland. (2024) PROSAIL-Net: A transfer learning-based dual stream neural network to estimate leaf chlorophyll and leaf angle of crops from UAV hyperspectral images. ISPRS Journal of Photogrammetry and Remote Sensing 210, pages 1-24.
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Gexia Qin, Jing Wu, Chunbin Li & Zhiyuan Meng. (2023) Comparison of the hybrid of radiative transfer model and machine learning methods in leaf area index of grassland mapping. Theoretical and Applied Climatology 155:4, pages 2757-2773.
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Jibo Yue, Hao Yang, Haikuan Feng, Shaoyu Han, Chengquan Zhou, Yuanyuan Fu, Wei Guo, Xinming Ma, Hongbo Qiao & Guijun Yang. (2023) Hyperspectral-to-image transform and CNN transfer learning enhancing soybean LCC estimation. Computers and Electronics in Agriculture 211, pages 108011.
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Xi Huang, Huade Guan, Liyuan Bo, Zunqiu Xu & Xiaomin Mao. (2023) Hyperspectral proximal sensing of leaf chlorophyll content of spring maize based on a hybrid of physically based modelling and ensemble stacking. Computers and Electronics in Agriculture 208, pages 107745.
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Zhanghua Xu, Anqi He, Yiwei Zhang, Zhenbang Hao, Yifan Li, Songyang Xiang, Bin Li, Lingyan Chen, Hui Yu, Wanling Shen, Xuying Huang, Xiaoyu Guo & Zenglu Li. (2023) Retrieving chlorophyll content and equivalent water thickness of Moso bamboo (Phyllostachys pubescens) forests under Pantana phyllostachysae Chao-induced stress from Sentinel-2A/B images in a multiple LUTs-based PROSAIL framework. Forest Ecosystems 10, pages 100108.
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Qiaomin Chen, Bangyou Zheng, Tong Chen & Scott C Chapman. (2022) Integrating a crop growth model and radiative transfer model to improve estimation of crop traits based on deep learning. Journal of Experimental Botany 73:19, pages 6558-6574.
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Dehua Gao, Lang Qiao, Lulu An, Hong Sun, MinZan Li, Ruomei Zhao, Weijie Tang & Di Song. (2022) Diagnosis of maize chlorophyll content based on hybrid preprocessing and wavelengths optimization. Computers and Electronics in Agriculture 197, pages 106934.
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Jia Sun, Lunche Wang, Shuo Shi, Zhenhai Li, Jian Yang, Wei Gong, Shaoqiang Wang & Torbern Tagesson. (2022) Leaf pigment retrieval using the PROSAIL model: Influence of uncertainty in prior canopy-structure information. The Crop Journal.
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Michael W. Kudenov, Ali Altaqui & Cranos Williams. (2022) Practical spectral photography II: snapshot spectral imaging using linear retarders and microgrid polarization cameras. Optics Express 30:8, pages 12337.
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Fangliang Liu, Yunhe Liu, Lijun Su, Wanghai Tao, Quanjiu Wang & Mingjiang Deng. (2022) Integrated Growth Model of Typical Crops in China with Regional Parameters. Water 14:7, pages 1139.
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Qiaomin Chen, Bangyou Zheng, Karine Chenu, Pengcheng Hu & Scott C. Chapman. (2022) Unsupervised Plot-Scale LAI Phenotyping via UAV-Based Imaging, Modelling, and Machine Learning. Plant Phenomics 2022.
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Jiangliu Xie, Changjing Wang, Dujuan Ma, Rui Chen, Qiaoyun Xie, Baodong Xu, Wei Zhao & Gaofei Yin. (2022) Generating Spatiotemporally Continuous Grassland Aboveground Biomass on the Tibetan Plateau Through PROSAIL Model Inversion on Google Earth Engine. IEEE Transactions on Geoscience and Remote Sensing 60, pages 1-10.
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Rajkumar Dhakar, Vinay Kumar Sehgal, Debasish Chakraborty, Rabi Narayan Sahoo, Joydeep Mukherjee, Amor V.M. Ines, Soora Naresh Kumar, Paresh B. Shirsath & Somnath Baidya Roy. (2022) Field scale spatial wheat yield forecasting system under limited field data availability by integrating crop simulation model with weather forecast and satellite remote sensing. Agricultural Systems 195, pages 103299.
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Jibo Yue, Wei Guo, Guijun Yang, Chengquan Zhou, Haikuan Feng & Hongbo Qiao. (2021) Method for accurate multi-growth-stage estimation of fractional vegetation cover using unmanned aerial vehicle remote sensing. Plant Methods 17:1.
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Oluseun Adeluyi, Angela Harris, Jochem Verrelst, Timothy Foster & Gareth D. Clay. (2021) Estimating the phenological dynamics of irrigated rice leaf area index using the combination of PROSAIL and Gaussian Process Regression. International Journal of Applied Earth Observation and Geoinformation 102, pages 102454.
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Wenpeng Lin, Xumiao Yu, Di Xu, Tengteng Sun & Yue Sun. (2021) Effect of Dust Deposition on Chlorophyll Concentration Estimation in Urban Plants from Reflectance and Vegetation Indexes. Remote Sensing 13:18, pages 3570.
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Michael W. Kudenov, Ali Altaqui & Cranos Williams. (2021) Snapshot spectral imaging using Solc-based multivariate optical filters and pixelated polarization cameras. Snapshot spectral imaging using Solc-based multivariate optical filters and pixelated polarization cameras.
Shangrong Wu, Peng Yang, Zhongxin Chen, Jianqiang Ren, He Li & Liang Sun. (2021) Estimating winter wheat yield by assimilation of remote sensing data with a four-dimensional variation algorithm considering anisotropic background error and time window. Agricultural and Forest Meteorology 301-302, pages 108345.
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Pengyao Qin, Bin Sun, Zengyuan Li, Zhihai Gao, Yifu Li, Ziyu Yan & Ting Gao. (2021) Estimation of Grassland Carrying Capacity by Applying High Spatiotemporal Remote Sensing Techniques in Zhenglan Banner, Inner Mongolia, China. Sustainability 13:6, pages 3123.
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José Manuel Fernández-Guisuraga, Jochem Verrelst, Leonor Calvo & Susana Suárez-Seoane. (2021) Hybrid inversion of radiative transfer models based on high spatial resolution satellite reflectance data improves fractional vegetation cover retrieval in heterogeneous ecological systems after fire. Remote Sensing of Environment 255, pages 112304.
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Shangrong Wu, Peng Yang, Jianqiang Ren, Zhongxin Chen & He Li. (2021) Regional winter wheat yield estimation based on the WOFOST model and a novel VW-4DEnSRF assimilation algorithm. Remote Sensing of Environment 255, pages 112276.
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Jibo Yue, Haikuan Feng, Qingjiu Tian & Chengquan Zhou. (2020) A robust spectral angle index for remotely assessing soybean canopy chlorophyll content in different growing stages. Plant Methods 16:1.
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Wei Zhuo, Runhe Shi, Chao Zhang, Wei Gao, Pudong Liu, Nan Wu & Zhu Tao. (2020) A novel method for leaf chlorophyll retrieval based on harmonic analysis: a case study on Spartina alterniflora. Earth Science Informatics 13:3, pages 747-762.
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Junyi Zhang, Hong Sun, Dehua Gao, Lang Qiao, Ning Liu, Minzan Li & Yao Zhang. (2020) Detection of Canopy Chlorophyll Content of Corn Based on Continuous Wavelet Transform Analysis. Remote Sensing 12:17, pages 2741.
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Shangrong Wu, Peng Yang, Jianqiang Ren, Zhongxin Chen, Changan Liu & He Li. (2020) Winter wheat LAI inversion considering morphological characteristics at different growth stages coupled with microwave scattering model and canopy simulation model. Remote Sensing of Environment 240, pages 111681.
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Huijie Zhao, Bolun Cui & Guorui Jia. (2019) A Flight Direction Design Method for Airborne Spectral Imaging Considering the Anisotropy Reflectance of the Target in Rugged Terrain. Sensors 19:12, pages 2715.
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