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Original Articles

Prediction of soil properties using a hyperspectral remote sensing method

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Pages 546-559 | Received 19 Feb 2017, Accepted 15 Jul 2017, Published online: 24 Aug 2017

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Jingli Wang, Jingxiang Gao, Jiaqi Huang, Qinghui Qi, Xinqi Mao, Wang Cao, Ruibo Ding & Yachun Mao. (2022) Quantitative Inversion Modeling Method for Grading Deerni Copper Deposits Based on Visible and Near-Infrared Hyperspectral Data. Canadian Journal of Remote Sensing 48:5, pages 592-608.
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Shoba Periasamy, Divya Senthil & Ramakrishnan S. Shanmugam. (2021) A soil texture categorization mapping from empirical and semi-empirical modelling of target parameters of synthetic aperture radar. Geocarto International 36:5, pages 581-598.
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Yanfei Zhong, Xinyu Wang, Shaoyu Wang & Liangpei Zhang. (2021) Advances in spaceborne hyperspectral remote sensing in China. Geo-spatial Information Science 24:1, pages 95-120.
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Articles from other publishers (20)

Fatemeh Rahbar Alam Shirazi, Farzin Shahbazi, Hossein Rezaei & Asim Biswas. (2023) Multi-property digital soil mapping at 30-m spatial resolution down to 1 m using extreme gradient boosting tree model and environmental covariates. Remote Sensing Applications: Society and Environment, pages 101123.
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Cao Dinh Dung, Stephen J. Trueman, Helen M. Wallace, Michael B. Farrar, Tsvakai Gama, Iman Tahmasbian & Shahla Hosseini Bai. (2023) Hyperspectral imaging for estimating leaf, flower, and fruit macronutrient concentrations and predicting strawberry yields. Environmental Science and Pollution Research 30:53, pages 114166-114182.
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Banglong Pan, Shutong Cai, Minle Zhao, Hongwei Cheng, Hanming Yu, Shuhua Du, Juan Du & Fazhi Xie. (2023) Predicting the Surface Soil Texture of Cultivated Land via Hyperspectral Remote Sensing and Machine Learning: A Case Study in Jianghuai Hilly Area. Applied Sciences 13:16, pages 9321.
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Wei Han, Xiaohan Zhang, Yi Wang, Lizhe Wang, Xiaohui Huang, Jun Li, Sheng Wang, Weitao Chen, Xianju Li, Ruyi Feng, Runyu Fan, Xinyu Zhang & Yuewei Wang. (2023) A survey of machine learning and deep learning in remote sensing of geological environment: Challenges, advances, and opportunities. ISPRS Journal of Photogrammetry and Remote Sensing 202, pages 87-113.
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Fatemeh Rahbar Alam Shirazi, Farzin Shahbazi, Hossein Rezaei & Asim Biswas. (2023) Digital assessments of soil organic carbon storage using digital maps provided by static and dynamic environmental covariates. Soil Use and Management 39:2, pages 948-974.
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Anahid Salmanpour, Mohammad Jamshidi, Shahrokh Fatehi, Moradali Ghanbarpouri & Jahanbakhsh Mirzavand. (2023) Assessment of macronutrients status using digital soil mapping techniques: a case study in Maru’ak area in Lorestan Province, Iran. Environmental Monitoring and Assessment 195:4.
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Hong-Ju He, Yuling Wang, Xingqi Ou, Hanjun Ma, Hongjie Liu & Jianhua Yan. (2023) Rapid determination of chemical compositions in chicken flesh by mining hyperspectral data. Journal of Food Composition and Analysis 116, pages 105069.
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Dristi Datta, Manoranjan Paul, Manzur Murshed, Shyh Wei Teng & Leigh Schmidtke. (2022) Soil Moisture, Organic Carbon, and Nitrogen Content Prediction with Hyperspectral Data Using Regression Models. Sensors 22:20, pages 7998.
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Yanru Li, Keming Yang, Bing Wu, Shuang Wang, Zhixian Hou & Xinming Ding. (2022) Identification of soil heavy metal pollution by constructing 2D plane using hyperspectral index. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 278, pages 121318.
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Wanxue Zhu, Ehsan Eyshi Rezaei, Hamideh Nouri, Ting Yang, Binbin Li, Huarui Gong, Yun Lyu, Jinbang Peng & Zhigang Sun. (2021) Quick Detection of Field-Scale Soil Comprehensive Attributes via the Integration of UAV and Sentinel-2B Remote Sensing Data. Remote Sensing 13:22, pages 4716.
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Angelyca A. Jackson Hammond, Melissa Motew, Charles D. Brummitt, Max L. DuBuisson, Guy Pinjuv, Daniel V. Harburg, Eleanor E. Campbell & Ashok A. Kumar. (2021) Implementing the Soil Enrichment Protocol at Scale: Opportunities for an Agricultural Carbon Market. Frontiers in Climate 3.
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Yachun Mao, Jiaqi Huang, Wang Cao, Yanhua Fu, Zhanguo Zhao & Nisha Bao. (2021) Visible-NIR spectral characterization and grade inversion modelling study of the Derni copper deposit. Infrared Physics & Technology 115, pages 103717.
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Xueying Li, Zongmin Li, Pingping Fan, Huimin Qiu & Guangli Hou. (2021) Prediction of Soil Carbon and Nitrogen Content Using Hyperspectral Image with A New Feature Selection Algorithm. Prediction of Soil Carbon and Nitrogen Content Using Hyperspectral Image with A New Feature Selection Algorithm.
Yachun Mao, Jing Liu, Wang Cao, Ruibo Ding, Yanhua Fu & Zhanguo Zhao. (2021) Research on the quantitative inversion model of heavy metals in soda saline land based on visible-near-infrared spectroscopy. Infrared Physics & Technology 112, pages 103602.
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Mandar Mohan Chitale & Subrahmanya Kundapura. 2021. Trends in Civil Engineering and Challenges for Sustainability. Trends in Civil Engineering and Challenges for Sustainability 735 751 .
Fahimeh Mirchooli, Mahboobeh Kiani-Harchegani, Abdulvahed Khaledi Darvishan, Samereh Falahatkar & Seyed Hamidreza Sadeghi. (2020) Spatial distribution dependency of soil organic carbon content to important environmental variables. Ecological Indicators 116, pages 106473.
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Huan Yu, Bo Kong, Qing Wang, Xian Liu & Xiangmeng Liu. 2020. Hyperspectral Remote Sensing. Hyperspectral Remote Sensing 269 291 .
L.K. Sharma, Rajashree Naik & Prem Chandra Pandey. 2020. Hyperspectral Remote Sensing. Hyperspectral Remote Sensing 221 246 .
Angela Lausch, Jussi Baade, Lutz Bannehr, Erik Borg, Jan Bumberger, Sabine Chabrilliat, Peter Dietrich, Heike Gerighausen, Cornelia Glässer, Jorg Hacker, Dagmar Haase, Thomas Jagdhuber, Sven Jany, András Jung, Arnon Karnieli, Roland Kraemer, Mohsen Makki, Christian Mielke, Markus Möller, Hannes Mollenhauer, Carsten Montzka, Marion Pause, Christian Rogass, Offer Rozenstein, Christiane Schmullius, Franziska Schrodt, Martin Schrön, Karsten Schulz, Claudia Schütze, Christian Schweitzer, Peter Selsam, Andrew Skidmore, Daniel Spengler, Christian Thiel, Sina Truckenbrodt, Michael Vohland, Robert Wagner, Ute Weber, Ulrike Werban, Ute Wollschläger, Steffen Zacharias & Michael Schaepman. (2019) Linking Remote Sensing and Geodiversity and Their Traits Relevant to Biodiversity—Part I: Soil Characteristics. Remote Sensing 11:20, pages 2356.
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Zahra Rasaei & Patrick Bogaert. (2019) Spatial filtering and Bayesian data fusion for mapping soil properties: A case study combining legacy and remotely sensed data in Iran. Geoderma 344, pages 50-62.
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