Citations (28)
Keep up to date with the latest research on this topic with citation updates for this article.
Read on this site (5)
Mohammadreza Mobasheri, Meisam Amani, Maryam Ranjbaran, Sahel Mahdavi & Hamid Reza Zabihi. (2020) Introducing an Index in Determination of Soil Total Nitrogen Content in an Agricultural Soil Using Laboratory Spectrometry. Communications in Soil Science and Plant Analysis 51:2, pages 288-296.
Read now
Read now
Amiratul Diyana Amirruddin, Farrah Melissa Muharam & Norida Mazlan. (2017) Assessing leaf scale measurement for nitrogen content of oil palm: performance of discriminant analysis and Support Vector Machine classifiers. International Journal of Remote Sensing 38:23, pages 7260-7280.
Read now
Read now
Mehmet Serhat Odabas, Halis Simsek, Chiwon W. Lee & İsmail İseri. (2017) Multilayer Perceptron Neural Network Approach to Estimate Chlorophyll Concentration Index of Lettuce (Lactuca sativa L.). Communications in Soil Science and Plant Analysis 48:2, pages 162-169.
Read now
Read now
Fumin Wang, Jingfeng Huang, Yuan Wang, Zhuanyu Liu, Dailiang Peng & Feifeng Cao. (2013) Monitoring nitrogen concentration of oilseed rape from hyperspectral data using radial basis function. International Journal of Digital Earth 6:6, pages 550-562.
Read now
Read now
I.D. Sanches, M.P. Tuohy, M.J. Hedley & A.D. Mackay. (2013) Seasonal prediction of in situ pasture macronutrients in New Zealand pastoral systems using hyperspectral data. International Journal of Remote Sensing 34:1, pages 276-302.
Read now
Read now
Articles from other publishers (23)
Adeola M. Arogoundade, Onisimo Mutanga, John Odindi & Rowan Naicker. (2023) The role of remote sensing in tropical grassland nutrient estimation: a review. Environmental Monitoring and Assessment 195:8.
Crossref
Crossref
Yiguang Fan, Haikuan Feng, Jibo Yue, Yang Liu, Xiuliang Jin, Xingang Xu, Xiaoyu Song, Yanpeng Ma & Guijun Yang. (2023) Comparison of Different Dimensional Spectral Indices for Estimating Nitrogen Content of Potato Plants over Multiple Growth Periods. Remote Sensing 15:3, pages 602.
Crossref
Crossref
Zhanghua Xu, Hui Yu, Bin Li, Zhenbang Hao, Yifan Li, Songyang Xiang, Xuying Huang, Zenglu Li & Xiaoyu Guo. (2022) Changing Relationships between Nitrogen Content and Leaf Spectral Characteristics of Moso Bamboo Leaves under Pantana phyllostachysae Chao Stress. Forests 13:11, pages 1752.
Crossref
Crossref
Saeedeh Zarbakhsh & Ali Reza Shahsavar. (2022) Artificial neural network-based model to predict the effect of γ-aminobutyric acid on salinity and drought responsive morphological traits in pomegranate. Scientific Reports 12:1.
Crossref
Crossref
Hui Sun, Meichen Feng, Wude Yang, Rutian Bi, Jingjing Sun, Chunqi Zhao, Lujie Xiao, Chao Wang & Muhammad Saleem Kubar. (2022) Monitoring Leaf Nitrogen Accumulation With Optimized Spectral Index in Winter Wheat Under Different Irrigation Regimes. Frontiers in Plant Science 13.
Crossref
Crossref
Borges Gouveia & Oberdan Costa. (2022) Industry 4.0: Predicting lead conversion opportunities with machine learning in small and medium sized enterprises. Procedia Computer Science 204, pages 54-64.
Crossref
Crossref
Karel Klem, Jan Křen, Ján Šimor, Daniel Kováč, Petr Holub, Petr Míša, Ilona Svobodová, Vojtěch Lukas, Petr Lukeš, Hana Findurová & Otmar Urban. (2021) Improving Nitrogen Status Estimation in Malting Barley Based on Hyperspectral Reflectance and Artificial Neural Networks. Agronomy 11:12, pages 2592.
Crossref
Crossref
Yuanyuan Fu, Guijun Yang, Ruiliang Pu, Zhenhai Li, Heli Li, Xingang Xu, Xiaoyu Song, Xiaodong Yang & Chunjiang Zhao. (2021) An overview of crop nitrogen status assessment using hyperspectral remote sensing: Current status and perspectives. European Journal of Agronomy 124, pages 126241.
Crossref
Crossref
Mohsen Yoosefzadeh-Najafabadi, Hugh J. Earl, Dan Tulpan, John Sulik & Milad Eskandari. (2021) Application of Machine Learning Algorithms in Plant Breeding: Predicting Yield From Hyperspectral Reflectance in Soybean. Frontiers in Plant Science 11.
Crossref
Crossref
Yuanyuan Fu, Guijun Yang, Zhenhai Li, Heli Li, Zhenhong Li, Xingang Xu, Xiaoyu Song, Yunhe Zhang, Dandan Duan, Chunjiang Zhao & Liping Chen. (2020) Progress of hyperspectral data processing and modelling for cereal crop nitrogen monitoring. Computers and Electronics in Agriculture 172, pages 105321.
Crossref
Crossref
Jia Jin & Quan Wang. (2018) Informative bands used by efficient hyperspectral indices to predict leaf biochemical contents are determined by their relative absorptions. International Journal of Applied Earth Observation and Geoinformation 73, pages 616-626.
Crossref
Crossref
Zhan-Yu Liu, Jia-Guo Qi, Nan-Nan Wang, Zeng-Rong Zhu, Ju Luo, Li-Juan Liu, Jian Tang & Jia-An Cheng. (2018) Hyperspectral discrimination of foliar biotic damages in rice using principal component analysis and probabilistic neural network. Precision Agriculture 19:6, pages 973-991.
Crossref
Crossref
Adam Collingwood, François Charbonneau, Chen Shang & Paul Treitz. (2018) Spatiotemporal Variability of Arctic Soil Moisture Detected from High-Resolution RADARSAT-2 SAR Data. Advances in Meteorology 2018, pages 1-17.
Crossref
Crossref
Galal Omer, Onisimo Mutanga, Elfatih M. Abdel-Rahman, Kabir Peerbhay & Elhadi Adam. (2017) Mapping leaf nitrogen and carbon concentrations of intact and fragmented indigenous forest ecosystems using empirical modeling techniques and WorldView-2 data. ISPRS Journal of Photogrammetry and Remote Sensing 131, pages 26-39.
Crossref
Crossref
Lixin Lin, Yunjia Wang, Jiyao Teng & Xuchen Wang. (2016) Hyperspectral analysis of soil organic matter in coal mining regions using wavelets, correlations, and partial least squares regression. Environmental Monitoring and Assessment 188:2.
Crossref
Crossref
Mehmet ODABAS, Sreekala BAJWA, Chiwan LEE & Erdem MARAŞ. (2015) Yapay Sinir Ağı ile Görüntü İşleme Kullanarak Kantaronda Klorofil Konsantrasyon Endeksi Tahmini. Yüzüncü Yıl Üniversitesi Tarım Bilimleri Dergisi 25:3, pages 285-292.
Crossref
Crossref
Lixin Lin, Yunjia Wang, Jiyao Teng & Xiuxiu Xi. (2015) Hyperspectral Analysis of Soil Total Nitrogen in Subsided Land Using the Local Correlation Maximization-Complementary Superiority (LCMCS) Method. Sensors 15:8, pages 17990-18011.
Crossref
Crossref
Jeffrey Wilson, Chunhua Zhang & John Kovacs. (2014) Separating Crop Species in Northeastern Ontario Using Hyperspectral Data. Remote Sensing 6:2, pages 925-945.
Crossref
Crossref
Abel Ramoelo, Andrew K. Skidmore, Martin Schlerf, Ignas M.A. Heitkönig, Renaud Mathieu & Moses A. Cho. (2013) Savanna grass nitrogen to phosphorous ratio estimation using field spectroscopy and the potential for estimation with imaging spectroscopy. International Journal of Applied Earth Observation and Geoinformation 23, pages 334-343.
Crossref
Crossref
A. Ramoelo, A.K. Skidmore, M.A. Cho, R. Mathieu, I.M.A. Heitkönig, N. Dudeni-Tlhone, M. Schlerf & H.H.T. Prins. (2013) Non-linear partial least square regression increases the estimation accuracy of grass nitrogen and phosphorus using in situ hyperspectral and environmental data. ISPRS Journal of Photogrammetry and Remote Sensing 82, pages 27-40.
Crossref
Crossref
Chunhua Zhang, John Kovacs, Mark Wachowiak & Francisco Flores-Verdugo. (2013) Relationship between Hyperspectral Measurements and Mangrove Leaf Nitrogen Concentrations. Remote Sensing 5:2, pages 891-908.
Crossref
Crossref
Abel Ramoelo, Andrew K. Skidmore, Martin Schlerf, Renaud Mathieu & Ignas M.A. Heitkönig. (2011) Water-removed spectra increase the retrieval accuracy when estimating savanna grass nitrogen and phosphorus concentrations. ISPRS Journal of Photogrammetry and Remote Sensing 66:4, pages 408-417.
Crossref
Crossref
Meng Bian, Andrew K. Skidmore, Martin Schlerf, Teng Fei, Yanfang Liu & Tiejun Wang. (2010) Reflectance Spectroscopy of Biochemical Components as Indicators of Tea (<I>Camellia Sinensis</I>) Quality. Photogrammetric Engineering & Remote Sensing 76:12, pages 1385-1392.
Crossref
Crossref