1,220
Views
123
CrossRef citations to date
0
Altmetric
Original Articles

SWIR-based spectral indices for assessing nitrogen content in potato fields

, , , &
Pages 5127-5143 | Received 15 Nov 2008, Accepted 30 Jan 2009, Published online: 06 Oct 2010

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (7)

Kishor Chandra Kandpal & Amit Kumar. (2023) Migrating from Invasive to Noninvasive Techniques for Enhanced Leaf Chlorophyll Content Estimations Efficiency. Critical Reviews in Analytical Chemistry 0:0, pages 1-16.
Read now
Omer Gokberk Narin & Saygin Abdikan. (2022) Monitoring of phenological stage and yield estimation of sunflower plant using Sentinel-2 satellite images. Geocarto International 37:5, pages 1378-1392.
Read now
Arias Claudia, Enrique Montero Bulacio, Rigalli Nicolás, Martín Romagnoli, Facundo Curin, Fernanda G. González, María E. Otegui & Margarita Portapila. (2021) Ability of in situ canopy spectroscopy to differentiate genotype by environment interaction in wheat. International Journal of Remote Sensing 42:10, pages 3660-3680.
Read now
Xiaojin Qian, Yongjiang Zhang, Liangyun Liu & Shanshan Du. (2019) Exploring the potential of leaf reflectance spectra for retrieving the leaf maximum carboxylation rate. International Journal of Remote Sensing 40:14, pages 5411-5428.
Read now
Bashir Adamu, Kevin Tansey & Booker Ogutu. (2018) Remote sensing for detection and monitoring of vegetation affected by oil spills. International Journal of Remote Sensing 39:11, pages 3628-3645.
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

Articles from other publishers (116)

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.
Crossref
Ashmita Rawal, Alfred Hartemink, Yakun Zhang, Yi Wang, Richard A. Lankau & Matthew D. Ruark. (2023) Visible and near-infrared spectroscopy predicted leaf nitrogen contents of potato varieties under different growth and management conditions. Precision Agriculture 25:2, pages 751-770.
Crossref
Paul Naethe, Andrea De Sanctis, Andreas Burkart, Petya K.E. Campbell, Roberto Colombo, Biagio Di Mauro, Alexander Damm, Tarek El-Madany, Francesco Fava, John A. Gamon, Karl F. Huemmrich, Mirco Migliavacca, Eugenie Paul-Limoges, Uwe Rascher, Micol Rossini, Dirk Schüttemeyer, Giulia Tagliabue, Yongguang Zhang & Tommaso Julitta. (2024) Towards a standardized, ground-based network of hyperspectral measurements: Combining time series from autonomous field spectrometers with Sentinel-2. Remote Sensing of Environment 303, pages 114013.
Crossref
M.D. Raya-Sereno, C. Camino, J.L. Pancorbo, M. Alonso-Ayuso, J.L. Gabriel, P.S.A. Beck & M. Quemada. (2024) Assessing wheat genotype response under combined nitrogen and water stress scenarios coupling high-resolution optical and thermal sensors with radiative transfer models. European Journal of Agronomy 154, pages 127102.
Crossref
Mafalda Reis Pereira, Jochem Verrelst, Renan Tosin, Juan Pablo Rivera Caicedo, Fernando Tavares, Filipe Neves dos Santos & Mário Cunha. (2024) Plant Disease Diagnosis Based on Hyperspectral Sensing: Comparative Analysis of Parametric Spectral Vegetation Indices and Nonparametric Gaussian Process Classification Approaches. Agronomy 14:3, pages 493.
Crossref
Ramin Heidarian Dehkordi, Gabriele Candiani, Francesco Nutini, Federico Carotenuto, Beniamino Gioli, Carla Cesaraccio & Mirco Boschetti. (2024) Towards an Improved High-Throughput Phenotyping Approach: Utilizing MLRA and Dimensionality Reduction Techniques for Transferring Hyperspectral Proximal-Based Model to Airborne Images. Remote Sensing 16:3, pages 492.
Crossref
Baohua Zhang, Yunmeng Ou, Shuwan Yu, Yuchen Liu, Ying Liu & Wei Qiu. (2023) Gray mold and anthracnose disease detection on strawberry leaves using hyperspectral imaging. Plant Methods 19:1.
Crossref
Jie Dai, Elahe Jamalinia, Nicholas R. Vaughn, Roberta E. Martin, Marcel König, Kelly L. Hondula, Justin Calhoun, Joseph Heckler & Gregory P. Asner. (2023) A general methodology for the quantification of crop canopy nitrogen across diverse species using airborne imaging spectroscopy. Remote Sensing of Environment 298, pages 113836.
Crossref
A Longmire, T Poblete, A Hornero, D Chen & P.J Zarco-Tejada. (2023) Estimation of grain protein content in commercial bread and durum wheat fields via traits inverted by radiative transfer modelling from Sentinel-2 timeseries. ISPRS Journal of Photogrammetry and Remote Sensing 206, pages 49-62.
Crossref
He Jiachen, He Jing, Liu Gang, Li Weile, Li Zhe & Li Zhi. (2023) Inversion analysis of soil nitrogen content using hyperspectral images with different preprocessing methods. Ecological Informatics 78, pages 102381.
Crossref
J. P. Goffart, F. Ben Abdallah, D. Goffart, Y. Curnel & V. Planchon. (2023) Potato Crop Nitrogen Status Monitoring for Sustainable N Fertilisation Management: Last 15 Years and Future-Expected Developments with Reference Method and Use of Optical Sensors. Potato Research 66:4, pages 1257-1303.
Crossref
Dunliang Wang, Rui Li, Tao Liu, Chengming Sun & Wenshan Guo. (2023) Estimation of Agronomic Characters of Wheat Based on Variable Selection and  Machine Learning Algorithms. Agronomy 13:11, pages 2808.
Crossref
Ting Ma, Fuquan Tang, Jingya Tang, Fei Wang, Pengfei Li, Qian Yang, Shuangming Wang & Xiaohui Jia. (2023) Effect of coal mining on soil moisture in the semi-arid area based on an improved remote sensing estimation approach. Environmental Earth Sciences 82:22.
Crossref
Fenghua Yu, Shuang Xiang, Juchi Bai, Zhongyu Jin, Honggang Zhang, Shengfan Zhu & Tongyu Xu. (2023) PIOSL: An improved version of PROSPECT model for simulating leaf optical properties by considering leaf internal structural variations. Computers and Electronics in Agriculture 211, pages 108030.
Crossref
D. Termin, R. Linker, S. Baram, E. Raveh, N. Ohana-Levi & T. Paz-Kagan. (2023) Dynamic delineation of management zones for site-specific nitrogen fertilization in a citrus orchard. Precision Agriculture 24:4, pages 1570-1592.
Crossref
Chengxin Ju, Chen Chen, Rui Li, Yuanyuan Zhao, Xiaochun Zhong, Ruilin Sun, Tao Liu & Chengming Sun. (2023) Remote sensing monitoring of wheat leaf rust based on UAV multispectral imagery and the BPNN method . Food and Energy Security 12:4.
Crossref
Yahya ÖZTÜRK, Orkun TURGAY, Muhammed ÇETİN & Halil ZORER. (2023) Faulting and Lithological Features in Vegetation Distribution: A Remote Sensing Asisted Case Study from SE Turkey. International Journal of Environment and Geoinformatics 10:1, pages 67-75.
Crossref
Audrey Marteau, Martin Fourmaux & Jean-Philippe Mevy. (2023) The Role of Gorse (Ulex parviflorus Pourr. Scrubs) in a Mediterranean Shrubland Undergoing Climate Change: Approach by Hyperspectral Measurements. Plants 12:4, pages 879.
Crossref
Alfadhl Alkhaled, Philip A. Townsend & Yi Wang. (2023) Remote Sensing for Monitoring Potato Nitrogen Status. American Journal of Potato Research 100:1, pages 1-14.
Crossref
Yuhua He, Bingwen Qiu, Feifei Cheng, Chongcheng Chen, Yu Sun, Dongshui Zhang, Li Lin & Aizhen Xu. (2023) National Scale Maize Yield Estimation by Integrating Multiple Spectral Indexes and Temporal Aggregation. Remote Sensing 15:2, pages 414.
Crossref
Desalegn D. Serba, Yanqi Wu, Reagan W. Hejl, Clinton F. Williams & Kevin F. Bronson. (2023) Spectral reflectance estimated genetic variation in hybrid turf bermudagrass. Grass Research 3:1, pages 0-0.
Crossref
Zhaojun Chen, Meng Zhang, Huaiqing Zhang & Yang Liu. (2023) Mapping Mangrove Using a Red-Edge Mangrove Index (REMI) Based on Sentinel-2 Multispectral Images. IEEE Transactions on Geoscience and Remote Sensing 61, pages 1-11.
Crossref
A.R. Longmire, T. Poblete, J.R. Hunt, D. Chen & P.J. Zarco-Tejada. (2022) Assessment of crop traits retrieved from airborne hyperspectral and thermal remote sensing imagery to predict wheat grain protein content. ISPRS Journal of Photogrammetry and Remote Sensing 193, pages 284-298.
Crossref
Jing Zhou, Biwen Wang, Jiahao Fan, Yuchi Ma, Yi Wang & Zhou Zhang. (2022) A Systematic Study of Estimating Potato N Concentrations Using UAV-Based Hyper- and Multi-Spectral Imagery. Agronomy 12:10, pages 2533.
Crossref
Katja Berger, Miriam Machwitz, Marlena Kycko, Shawn C. Kefauver, Shari Van Wittenberghe, Max Gerhards, Jochem Verrelst, Clement Atzberger, Christiaan van der Tol, Alexander Damm, Uwe Rascher, Ittai Herrmann, Veronica Sobejano Paz, Sven Fahrner, Roland Pieruschka, Egor Prikaziuk, Ma. Luisa Buchaillot, Andrej Halabuk, Marco Celesti, Gerbrand Koren, Esra Tunc Gormus, Micol Rossini, Michael Foerster, Bastian Siegmann, Asmaa Abdelbaki, Giulia Tagliabue, Tobias Hank, Roshanak Darvishzadeh, Helge Aasen, Monica Garcia, Isabel Pôças, Subhajit Bandopadhyay, Mauro Sulis, Enrico Tomelleri, Offer Rozenstein, Lachezar Filchev, Gheorghe Stancile & Martin Schlerf. (2022) Multi-sensor spectral synergies for crop stress detection and monitoring in the optical domain: A review. Remote Sensing of Environment 280, pages 113198.
Crossref
Rebecca K. Gibson, Laura A. White, Samuel Hislop, Rachael H. Nolan & Josh Dorrough. (2022) The post-fire stability index; a new approach to monitoring post-fire recovery by satellite imagery. Remote Sensing of Environment 280, pages 113151.
Crossref
Mohamed Farag Taha, Ahmed Islam ElManawy, Khalid S. Alshallash, Gamal ElMasry, Khadiga Alharbi, Lei Zhou, Ning Liang & Zhengjun Qiu. (2022) Using Machine Learning for Nutrient Content Detection of Aquaponics-Grown Plants Based on Spectral Data. Sustainability 14:19, pages 12318.
Crossref
Zhuo Liu & Yanjie Li. (2022) Fungi Classification in Various Growth Stages Using Shortwave Infrared (SWIR) Spectroscopy and Machine Learning. Journal of Fungi 8:9, pages 978.
Crossref
D. Goffart, F. Ben Abdallah, Y. Curnel, V. Planchon, P. Defourny & J.-P. Goffart. (2022) In-Season Potato Crop Nitrogen Status Assessment from Satellite and Meteorological Data. Potato Research 65:3, pages 729-755.
Crossref
Kaiyi Bi, Shuai Gao, Shunfu Xiao, Changsai Zhang, Jie Bai, Ni Huang, Gang Sun & Zheng Niu. (2022) N distribution characterization based on organ-level biomass and N concentration using a hyperspectral lidar. Computers and Electronics in Agriculture 199, pages 107165.
Crossref
Min Yang, Xingang Xu, Zhongyuan Li, Yang Meng, Xaiodong Yang, Xiaoyu Song, Guijun Yang, Sizhe Xu, Qilei Zhu & Hanyu Xue. (2022) Remote Sensing Prescription for Rice Nitrogen Fertilizer Recommendation Based on Improved NFOA Model. Agronomy 12:8, pages 1804.
Crossref
Francisco Rodríguez Lorenzo, Miguel Placer Lorenzo, Luz Herrero Castilla, Juan Antonio Álvarez Rodríguez, Sandra Iglesias, Santiago Gómez, Juan Manuel Fernández Montenegro, Estel Rueda, Rubén Diez-Montero, Joan Garcia & Eva Gonzalez-Flo. (2022) Monitoring PHB production in Synechocystis sp. with hyperspectral images . Water Science and Technology 86:1, pages 211-226.
Crossref
Jonali Goswami, Ranjan Das & K. K. Sarma. (2022) Retrieval of leaf protein content using spectral transformation: proximal hyperspectral remote sensing approach. Vegetos 36:2, pages 721-727.
Crossref
Lan H. Nguyen, Samuel Robinson & Paul Galpern. (2022) Medium-resolution multispectral satellite imagery in precision agriculture: mapping precision canola (Brassica napus L.) yield using Sentinel-2 time series. Precision Agriculture 23:3, pages 1051-1071.
Crossref
Gabriel Mulero, Harel Bacher, Uri Kleiner, Zvi Peleg & Ittai Herrmann. (2022) Spectral Estimation of In Vivo Wheat Chlorophyll a/b Ratio under Contrasting Water Availabilities. Remote Sensing 14:11, pages 2585.
Crossref
Praveen Pandey, Swati Singh, Mohammad Saleem Khan & Manoj Semwal. (2022) Non-invasive Estimation of Foliar Nitrogen Concentration Using Spectral Characteristics of Menthol Mint (Mentha arvensis L.). Frontiers in Plant Science 13.
Crossref
Junjie Ma, Bangyou Zheng & Yong He. (2022) Applications of a Hyperspectral Imaging System Used to Estimate Wheat Grain Protein: A Review. Frontiers in Plant Science 13.
Crossref
Sergey Stankevich. (2022) Accuracy of narrow-band spectral indices estimation by wide-band remote sensing data. Ukrainian journal of remote sensing 9:1, pages 4-10.
Crossref
Liang Wan, Weijun Zhou, Yong He, Thomas Cherico Wanger & Haiyan Cen. (2022) Combining transfer learning and hyperspectral reflectance analysis to assess leaf nitrogen concentration across different plant species datasets. Remote Sensing of Environment 269, pages 112826.
Crossref
E. D. Rowland & F. Omonefe. (2021) Environmental monitory and impact assessment of solid waste dumpsite using multispectral imagery in Yenagoa, Bayelsa state, Nigeria. International Journal of Environmental Science and Technology 19:2, pages 1007-1024.
Crossref
Zongpeng Li, Zhen Chen, Qian Cheng, Fuyi Duan, Ruixiu Sui, Xiuqiao Huang & Honggang Xu. (2022) UAV-Based Hyperspectral and Ensemble Machine Learning for Predicting Yield in Winter Wheat. Agronomy 12:1, pages 202.
Crossref
Maria D. Raya-Sereno, Maria Alonso-Ayuso, Jose L. Pancorbo, Jose L. Gabriel, Carlos Camino, Pablo J. Zarco-Tejada & Miguel Quemada. (2022) Residual Effect and N Fertilizer Rate Detection by High-Resolution VNIR-SWIR Hyperspectral Imagery and Solar-Induced Chlorophyll Fluorescence in Wheat. IEEE Transactions on Geoscience and Remote Sensing 60, pages 1-17.
Crossref
Young-Woong Yoon, Che-Won Park, Sung-Hyun Gong, Won-Kyung Baek & Hyung-Sup Jung. (2021) Expand and Renewal of Analyzed Satellite Image and Service. GEO DATA 3:4, pages 32-48.
Crossref
Robert Chancia, Terry Bates, Justine Vanden Heuvel & Jan van Aardt. (2021) Assessing Grapevine Nutrient Status from Unmanned Aerial System (UAS) Hyperspectral Imagery. Remote Sensing 13:21, pages 4489.
Crossref
Miguel Noguera, Arturo Aquino, Juan M. Ponce, António Cordeiro, José Silvestre, Rocío Arias-Calderón, Maria da Encarnação Marcelo, Pedro Jordão & José M. Andújar. (2021) Nutritional status assessment of olive crops by means of the analysis and modelling of multispectral images taken with UAVs. Biosystems Engineering 211, pages 1-18.
Crossref
Genping Zhao, Arturo Sanchez-Azofeifa, Kati Laakso, Chuanliang Sun & Lunke Fei. (2021) Hyperspectral and Full-Waveform LiDAR Improve Mapping of Tropical Dry Forest’s Successional Stages. Remote Sensing 13:19, pages 3830.
Crossref
Jie Wang, Wei Xue, Xiaojun Shi, Yangchun Xu & Caixia Dong. (2021) Adaboost-Based Machine Learning Improved the Modeling Robust and Estimation Accuracy of Pear Leaf Nitrogen Concentration by In-Field VIS-NIR Spectroscopy. Sensors 21:18, pages 6260.
Crossref
Keren Goldberg, Ittai Herrmann, Uri Hochberg & Offer Rozenstein. (2021) Generating Up-to-Date Crop Maps Optimized for Sentinel-2 Imagery in Israel. Remote Sensing 13:17, pages 3488.
Crossref
A. Hornero, P.J. Zarco-Tejada, J.L. Quero, P.R.J. North, F.J. Ruiz-Gómez, R. Sánchez-Cuesta & R. Hernandez-Clemente. (2021) Modelling hyperspectral- and thermal-based plant traits for the early detection of Phytophthora-induced symptoms in oak decline. Remote Sensing of Environment 263, pages 112570.
Crossref
A. Westergaard-Nielsen, C.T. Christiansen & B. Elberling. (2021) Growing season leaf carbon:nitrogen dynamics in Arctic tundra vegetation from ground and Sentinel-2 observations reveal reallocation timing and upscaling potential. Remote Sensing of Environment 262, pages 112512.
Crossref
Jochem Verrelst, Juan Pablo Rivera-Caicedo, Pablo Reyes-Muñoz, Miguel Morata, Eatidal Amin, Giulia Tagliabue, Cinzia Panigada, Tobias Hank & Katja Berger. (2021) Mapping landscape canopy nitrogen content from space using PRISMA data. ISPRS Journal of Photogrammetry and Remote Sensing 178, pages 382-395.
Crossref
S. Wolters, M. Söderström, K. Piikki, H. Reese & M. Stenberg. (2021) Upscaling proximal sensor N-uptake predictions in winter wheat (Triticum aestivum L.) with Sentinel-2 satellite data for use in a decision support system. Precision Agriculture 22:4, pages 1263-1283.
Crossref
Agnieszka Bęś, Łukasz Sikorski & Krzysztof Szreder. (2021) The Effect of Mineral-Based Mixtures Containing Coal Fly Ash and Sewage Sludge on Chlorophyll Fluorescence and Selected Morphological Parameters of Deciduous and Coniferous Trees. Minerals 11:7, pages 778.
Crossref
C. Camino, R. Calderón, S. Parnell, H. Dierkes, Y. Chemin, M. Román-Écija, M. Montes-Borrego, B.B. Landa, J.A. Navas-Cortes, P.J. Zarco-Tejada & P.S.A. Beck. (2021) Detection of Xylella fastidiosa in almond orchards by synergic use of an epidemic spread model and remotely sensed plant traits. Remote Sensing of Environment 260, pages 112420.
Crossref
Gregor Perich, Helge Aasen, Jochem Verrelst, Francesco Argento, Achim Walter & Frank Liebisch. (2021) Crop Nitrogen Retrieval Methods for Simulated Sentinel-2 Data Using In-Field Spectrometer Data. Remote Sensing 13:12, pages 2404.
Crossref
Thomas Sexton, Sindhuja Sankaran & Asaph B Cousins. (2021) Predicting photosynthetic capacity in tobacco using shortwave infrared spectral reflectance. Journal of Experimental Botany 72:12, pages 4373-4383.
Crossref
Alexander Jenal, Hubert Hüging, Hella Ellen Ahrends, Andreas Bolten, Jens Bongartz & Georg Bareth. (2021) Investigating the Potential of a Newly Developed UAV-Mounted VNIR/SWIR Imaging System for Monitoring Crop Traits—A Case Study for Winter Wheat. Remote Sensing 13:9, pages 1697.
Crossref
Puneet Mishra, Ittai Herrmann & Mariagiovanna Angileri. (2021) Improved prediction of potassium and nitrogen in dried bell pepper leaves with visible and near-infrared spectroscopy utilising wavelength selection techniques. Talanta 225, pages 121971.
Crossref
Nanfeng Liu, Philip A. Townsend, Mack R. Naber, Paul C. Bethke, William B. Hills & Yi Wang. (2021) Hyperspectral imagery to monitor crop nutrient status within and across growing seasons. Remote Sensing of Environment 255, pages 112303.
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
Gopal Ramdas Mahajan, Bappa Das, Dayesh Murgaokar, Ittai Herrmann, Katja Berger, Rabi N. Sahoo, Kiran Patel, Ashwini Desai, Shaiesh Morajkar & Rahul M. Kulkarni. (2021) Monitoring the Foliar Nutrients Status of Mango Using Spectroscopy-Based Spectral Indices and PLSR-Combined Machine Learning Models. Remote Sensing 13:4, pages 641.
Crossref
X. Qian, L. Liu, H. Croft & J. Chen. (2021) Relationship Between Leaf Maximum Carboxylation Rate and Chlorophyll Content Preserved Across 13 Species. Journal of Geophysical Research: Biogeosciences 126:2.
Crossref
Judit Rubio-Delgado, Carlos J. Pérez & Miguel A. Vega-Rodríguez. (2020) Predicting leaf nitrogen content in olive trees using hyperspectral data for precision agriculture. Precision Agriculture 22:1, pages 1-21.
Crossref
Xiaojin Qian, Liangyun Liu, Xidong Chen & Pablo Zarco-Tejada. (2021) Assessment of Satellite Chlorophyll-Based Leaf Maximum Carboxylation Rate (Vcmax) Using Flux Observations at Crop and Grass Sites. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14, pages 5352-5360.
Crossref
Wu Xiao, Wenqi Chen, Tingting He, Linlin Ruan & Jiwang Guo. (2020) Multi-Temporal Mapping of Soil Total Nitrogen Using Google Earth Engine across the Shandong Province of China. Sustainability 12:24, pages 10274.
Crossref
Katja Berger, Jochem Verrelst, Jean-Baptiste Féret, Tobias Hank, Matthias Wocher, Wolfram Mauser & Gustau Camps-Valls. (2020) Retrieval of aboveground crop nitrogen content with a hybrid machine learning method. International Journal of Applied Earth Observation and Geoinformation 92, pages 102174.
Crossref
Carolina Fabbri, Marco Mancini, Anna dalla Marta, Simone Orlandini & Marco Napoli. (2020) Integrating satellite data with a Nitrogen Nutrition Curve for precision top-dress fertilization of durum wheat. European Journal of Agronomy 120, pages 126148.
Crossref
Mahlatse Kganyago, Georgios Ovakoglou, Paidamwoyo Mhangara, Thomas Alexandridis, John Odindi, Clement Adjorlolo & Nosiseko Mashiyi. (2020) Validation of atmospheric correction approaches for Sentinel-2 under partly-cloudy conditions in an African agricultural landscape. Validation of atmospheric correction approaches for Sentinel-2 under partly-cloudy conditions in an African agricultural landscape.
Mohammad Habibullah, Mohammad Reza Mohebian, Raju Soolanayakanahally, Ali Newaz Bahar, Sally Vail, Khan A. Wahid & Anh Dinh. (2020) Low-Cost Multispectral Sensor Array for Determining Leaf Nitrogen Status. Nitrogen 1:1, pages 67-80.
Crossref
Szymon Szufa, Piotr Piersa, Łukasz Adrian, Jan Sielski, Mieczyslaw Grzesik, Zdzisława Romanowska-Duda, Krzysztof Piotrowski & Wiktoria Lewandowska. (2020) Acquisition of Torrefied Biomass from Jerusalem Artichoke Grown in a Closed Circular System Using Biogas Plant Waste. Molecules 25:17, pages 3862.
Crossref
Alvin B. Baloloy, Ariel C. Blanco, Raymund Rhommel C. Sta. Ana & Kazuo Nadaoka. (2020) Development and application of a new mangrove vegetation index (MVI) for rapid and accurate mangrove mapping. ISPRS Journal of Photogrammetry and Remote Sensing 166, pages 95-117.
Crossref
Roberto Orsini, Marco Fiorentini & Stefano Zenobi. (2020) Evaluation of Soil Management Effect on Crop Productivity and Vegetation Indices Accuracy in Mediterranean Cereal-Based Cropping Systems. Sensors 20:12, pages 3383.
Crossref
Katja Berger, Jochem Verrelst, Jean-Baptiste Féret, Zhihui Wang, Matthias Wocher, Markus Strathmann, Martin Danner, Wolfram Mauser & Tobias Hank. (2020) Crop nitrogen monitoring: Recent progress and principal developments in the context of imaging spectroscopy missions. Remote Sensing of Environment 242, pages 111758.
Crossref
Fatima Zahra Rezzouk, Adrian Gracia-Romero, Shawn C. Kefauver, Nieves Aparicio Gutiérrez, Iker Aranjuelo, Maria Dolors Serret & José Luis Araus. (2020) Remote sensing techniques and stable isotopes as phenotyping tools to assess wheat yield performance: Effects of growing temperature and vernalization. Plant Science 295, pages 110281.
Crossref
M. Friedel, M. Hendgen, M. Stoll & O. Löhnertz. (2020) Performance of reflectance indices and of a handheld device for estimating in‐field the nitrogen status of grapevine leaves. Australian Journal of Grape and Wine Research 26:2, pages 110-120.
Crossref
Bo Li, Xiangming Xu, Li Zhang, Jiwan Han, Chunsong Bian, Guangcun Li, Jiangang Liu & Liping Jin. (2020) Above-ground biomass estimation and yield prediction in potato by using UAV-based RGB and hyperspectral imaging. ISPRS Journal of Photogrammetry and Remote Sensing 162, pages 161-172.
Crossref
Hainie Zha, Yuxin Miao, Tiantian Wang, Yue Li, Jing Zhang, Weichao Sun, Zhengqi Feng & Krzysztof Kusnierek. (2020) Improving Unmanned Aerial Vehicle Remote Sensing-Based Rice Nitrogen Nutrition Index Prediction with Machine Learning. Remote Sensing 12:2, pages 215.
Crossref
A. Hornero, R. Hernández-Clemente, P.R.J. North, P.S.A. Beck, D. Boscia, J.A. Navas-Cortes & P.J. Zarco-Tejada. (2020) Monitoring the incidence of Xylella fastidiosa infection in olive orchards using ground-based evaluations, airborne imaging spectroscopy and Sentinel-2 time series through 3-D radiative transfer modelling. Remote Sensing of Environment 236, pages 111480.
Crossref
A.M. Mouazen, Thomas Alexandridis, Henning Buddenbaum, Yafit Cohen, Dimitrios Moshou, David Mulla, Said Nawar & Kenneth A. Sudduth. 2020. Agricultural Internet of Things and Decision Support for Precision Smart Farming. Agricultural Internet of Things and Decision Support for Precision Smart Farming 35 138 .
Xanthoula Eirini Pantazi, Dimitrios Moshou & Dionysis Bochtis. 2020. Intelligent Data Mining and Fusion Systems in Agriculture. Intelligent Data Mining and Fusion Systems in Agriculture 103 173 .
Damian Bienkowski, Matt J. Aitkenhead, Alison K. Lees, Christopher Gallagher & Roy Neilson. (2019) Detection and differentiation between potato (Solanum tuberosum) diseases using calibration models trained with non-imaging spectrometry data. Computers and Electronics in Agriculture 167, pages 105056.
Crossref
Abdul-Halim Jallad, Prashanth Marpu, Zulkifli Abdul Aziz, Abdulla Al Marar & Mohammed Awad. (2019) MeznSat—A 3U CubeSat for Monitoring Greenhouse Gases Using Short Wave Infra-Red Spectrometry: Mission Concept and Analysis. Aerospace 6:11, pages 118.
Crossref
Oren Shelef, Liron Summerfield, Simcha Lev-Yadun, Santiago Villamarin-Cortez, Roy Sadeh, Ittai Herrmann & Shimon Rachmilevitch. (2019) Thermal Benefits From White Variegation of Silybum marianum Leaves. Frontiers in Plant Science 10.
Crossref
Sergio Gálvez, Rosa Mérida-García, Carlos Camino, Philippa Borrill, Michael Abrouk, Ricardo H. Ramírez-González, Sezgi Biyiklioglu, Francisco Amil-Ruiz, Gabriel Dorado, Hikmet Budak, Victoria Gonzalez-Dugo, Pablo J. Zarco-Tejada, Rudi Appels, Cristobal Uauy & Pilar Hernandez. (2018) Hotspots in the genomic architecture of field drought responses in wheat as breeding targets. Functional & Integrative Genomics 19:2, pages 295-309.
Crossref
Huiying Wu, Noam Levin, Leonie Seabrook, Ben Moore & Clive McAlpine. (2019) Mapping Foliar Nutrition Using WorldView-3 and WorldView-2 to Assess Koala Habitat Suitability. Remote Sensing 11:3, pages 215.
Crossref
Zdzisława Romanowska-Duda, Mieczysław Grzesik & Regina Janas. (2019) Maximal Efficiency of PSII as a Marker of Sorghum Development Fertilized With Waste From a Biomass Biodigestion to Methane. Frontiers in Plant Science 9.
Crossref
Carlos Camino, Victoria González-Dugo, Pilar Hernández, J.C. Sillero & Pablo J. Zarco‐Tejada. (2018) Improved nitrogen retrievals with airborne-derived fluorescence and plant traits quantified from VNIR-SWIR hyperspectral imagery in the context of precision agriculture. International Journal of Applied Earth Observation and Geoinformation 70, pages 105-117.
Crossref
Chinsu Lin. (2018) A Generalized Logistic-Gaussian-Complex Signal Model for the Restoration of Canopy SWIR Hyperspectral Reflectance. Remote Sensing 10:7, pages 1062.
Crossref
S. Serranti, A. Trella, G. Bonifazi & C. Garcia Izquierdo. (2018) Production of an innovative biowaste-derived fertilizer: Rapid monitoring of physical-chemical parameters by hyperspectral imaging. Waste Management 75, pages 141-148.
Crossref
Godfrey Mutowo, Onisimo Mutanga & Mhosisi Masocha. (2018) Evaluating the Applications of the Near-Infrared Region in Mapping Foliar N in the Miombo Woodlands. Remote Sensing 10:4, pages 505.
Crossref
Ittai Herrmann, Steven Vosberg, Prabu Ravindran, Aditya Singh, Hao-Xun Chang, Martin Chilvers, Shawn Conley & Philip Townsend. (2018) Leaf and Canopy Level Detection of Fusarium Virguliforme (Sudden Death Syndrome) in Soybean. Remote Sensing 10:3, pages 426.
Crossref
Anja Magiera, Hannes Feilhauer, Rainer Waldhardt, Martin Wiesmair & Annette Otte. (2018) Mapping Plant Functional Groups in Subalpine Grassland of the Greater Caucasus. Mountain Research and Development 38:1, pages 63-72.
Crossref
Wiebke Hansen, Anja Magiera, Tim Theissen, Rainer Waldhardt & Annette Otte. (2017) Analysing Betula litwinowii encroachment and reforestation in the Kazbegi region, Greater Caucasus, Georgia . Journal of Vegetation Science 29:1, pages 110-123.
Crossref
Bappa Das, Gopal R. Mahajan & Ronald Singh. 2018. Advances in Crop Environment Interaction. Advances in Crop Environment Interaction 317 335 .
Tal Rapaport, Uri Hochberg, Amnon Cochavi, Arnon Karnieli & Shimon Rachmilevitch. (2017) The potential of the spectral ‘water balance index’ ( WABI ) for crop irrigation scheduling . New Phytologist 216:3, pages 741-757.
Crossref
Peyman Moghadam, Daniel Ward, Ethan Goan, Srimal Jayawardena, Pavan Sikka & Emili Hernandez. (2017) Plant Disease Detection Using Hyperspectral Imaging. Plant Disease Detection Using Hyperspectral Imaging.
Guillaume Lassalle, Anthony Credoz, Sophie Fabre, Arnaud Elger, Rémy Hédacq & Dominique Dubucq. (2017) Hyperspectral signature analysis of three plant species to long-term hydrocarbon and heavy metal exposure. Hyperspectral signature analysis of three plant species to long-term hydrocarbon and heavy metal exposure.
Haiqing Tian, Shude Shi, Hui Wang, Fei Li, Zhe Li, Ashok Alva & Ziyi Zhang. (2016) Estimation of Sugar Beet Aboveground Biomass by Band Depth Optimization of Hyperspectral Canopy Reflectance. Journal of the Indian Society of Remote Sensing 45:5, pages 795-803.
Crossref
G. R. Mahajan, R. N. Pandey, R. N. Sahoo, V. K. Gupta, S. C. Datta & Dinesh Kumar. (2016) Monitoring nitrogen, phosphorus and sulphur in hybrid rice (Oryza sativa L.) using hyperspectral remote sensing. Precision Agriculture 18:5, pages 736-761.
Crossref
Vitalii Lysenko, Oleksiy Opryshko, Dmytro Komarchuk, Nadiia Pasichnyk, Nataliia Zaets & Alla Dudnyk. (2017) Usage of flying robots for monitoring nitrogen in wheat crops. Usage of flying robots for monitoring nitrogen in wheat crops.
Leeth Singh, Onisimo Mutanga, Paramu Mafongoya & Kabir Peerbhay. (2017) Remote sensing of key grassland nutrients using hyperspectral techniques in KwaZulu-Natal, South Africa. Journal of Applied Remote Sensing 11:3, pages 036005.
Crossref
Anja Magiera, Hannes Feilhauer, Rainer Waldhardt, Martin Wiesmair & Annette Otte. (2017) Modelling biomass of mountainous grasslands by including a species composition map. Ecological Indicators 78, pages 8-18.
Crossref
Gustavo A. Lobos & Carlos Poblete-Echeverría. (2017) Spectral Knowledge (SK-UTALCA): Software for Exploratory Analysis of High-Resolution Spectral Reflectance Data on Plant Breeding. Frontiers in Plant Science 7.
Crossref
David. J. Bonfil. (2016) Wheat phenomics in the field by RapidScan: NDVI vs. NDRE. Israel Journal of Plant Sciences, pages 1-14.
Crossref
Carsten Neumann, Sibylle Itzerott, Gabriele Weiss, Birgit Kleinschmit & Sebastian Schmidtlein. (2016) Mapping multiple plant species abundance patterns - A multiobjective optimization procedure for combining reflectance spectroscopy and species ordination. Ecological Informatics 36, pages 61-76.
Crossref
Weiping Kong, Wenjiang Huang, Xianfeng Zhou, Xiaoyu Song & Raffaele Casa. (2016) Estimation of carotenoid content at the canopy scale using the carotenoid triangle ratio index from in situ and simulated hyperspectral data . Journal of Applied Remote Sensing 10:2, pages 026035.
Crossref
Zh. Li, Ch. Nie, Ch. Wei, X. Xu, X. Song & J. Wang. (2016) Comparison of Four Chemometric Techniques for Estimating Leaf Nitrogen Concentrations in Winter Wheat (Triticum Aestivum) Based on Hyperspectral Features. Journal of Applied Spectroscopy 83:2, pages 240-247.
Crossref
Karolina Sakowska, Radoslaw Juszczak & Damiano Gianelle. (2016) Remote Sensing of Grassland Biophysical Parameters in the Context of the Sentinel-2 Satellite Mission. Journal of Sensors 2016, pages 1-16.
Crossref
T. Morier, A. N. Cambouris & K. Chokmani. (2015) In‐Season Nitrogen Status Assessment and Yield Estimation Using Hyperspectral Vegetation Indices in a Potato Crop. Agronomy Journal 107:4, pages 1295-1309.
Crossref
Joanna Adamczyk & Antonia Osberger. (2015) Red-edge vegetation indices for detecting and assessing disturbances in Norway spruce dominated mountain forests. International Journal of Applied Earth Observation and Geoinformation 37, pages 90-99.
Crossref
Laura Luft, Carsten Neumann, Matthias Freude, Niels Blaum & Florian Jeltsch. (2014) Hyperspectral modeling of ecological indicators – A new approach for monitoring former military training areas. Ecological Indicators 46, pages 264-285.
Crossref
G. R. Mahajan, R. N. Sahoo, R. N. Pandey, V. K. Gupta & Dinesh Kumar. (2014) Using hyperspectral remote sensing techniques to monitor nitrogen, phosphorus, sulphur and potassium in wheat (Triticum aestivum L.). Precision Agriculture 15:5, pages 499-522.
Crossref
Yansong Bao, Kang Xu, Jinzhong Min & Jianjun Xu. (2013) Estimating Wheat Shoot Nitrogen Content at Vegetative Stage from In Situ Hyperspectral Measurements. Crop Science 53:5, pages 2063-2071.
Crossref
R. Maqbool, D. C. Percival, M. S. Adl, Q. U. Zaman & D. Buszard. (2012) In situ estimation of foliar nitrogen in wild blueberry using reflectance spectra. Canadian Journal of Plant Science 92:6, pages 1155-1161.
Crossref
I. Herrmann, A. Pimstein, A. Karnieli, Y. Cohen, V. Alchanatis & D.J. Bonfil. (2011) LAI assessment of wheat and potato crops by VENμS and Sentinel-2 bands. Remote Sensing of Environment 115:8, pages 2141-2151.
Crossref
Agustin Pimstein, Arnon Karnieli, Surinder K. Bansal & David J. Bonfil. (2011) Exploring remotely sensed technologies for monitoring wheat potassium and phosphorus using field spectroscopy. Field Crops Research 121:1, pages 125-135.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.