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Original Articles

Optimal hyperspectral narrowbands for discriminating agricultural crops

Pages 257-291 | Published online: 19 Oct 2009

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Ramandeep Kaur M. Malhi, Manish Kumar Pandey, Akash Anand, Prashant K. Srivastava, George P. Petropoulos, Prachi Singh, G. Sandhya Kiran & B. K. Bhattarcharya. (2022) Band selection algorithms for foliar trait retrieval using AVIRIS-NG: a comparison of feature based attribute evaluators. Geocarto International 37:14, pages 4071-4087.
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Roshny Antony, ShibenduS. Ray & Sushma Panigrahy. (2011) Discrimination of wheat crop stage using CHRIS/PROBA multi-angle narrowband data. Remote Sensing Letters 2:1, pages 71-80.
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S. S. Ray, G. Das, J. P. Singh & S. Panigrahy. (2006) Evaluation of hyperspectral indices for LAI estimation and discrimination of potato crop under different irrigation treatments. International Journal of Remote Sensing 27:24, pages 5373-5387.
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P. S. Thenkabail. (2003) Biophysical and yield information for precision farming from near-real-time and historical Landsat TM images. International Journal of Remote Sensing 24:14, pages 2879-2904.
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Articles from other publishers (34)

Sarabjot Kaur Sandhu & Shubham Anand. 2024. Artificial Intelligence and Smart Agriculture. Artificial Intelligence and Smart Agriculture 521 546 .
Wei-Chih Liao, Arvind Mukundan, Cleorita Sadiaza, Yu-Ming Tsao, Chien-Wei Huang & Hsiang-Chen Wang. (2023) Systematic meta-analysis of computer-aided detection to detect early esophageal cancer using hyperspectral imaging. Biomedical Optics Express 14:8, pages 4383.
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Shugang Xie, Fangjun Ding, Shigeng Chen, Xi Wang, Yuhuan Li & Ke Ma. (2022) Prediction of soil organic matter content based on characteristic band selection method. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 273, pages 120949.
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Gustavo A. Lobos, Félix Estrada, Alejandro del Pozo, Sebastián Romero-Bravo, Cesar A. Astudillo & Freddy Mora-Poblete. 2022. High-Throughput Plant Phenotyping. High-Throughput Plant Phenotyping 135 157 .
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.
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Narayan Kayet. 2021. Spatial Modeling in Forest Resources Management. Spatial Modeling in Forest Resources Management 239 257 .
Chuanmei Zhu, Zipeng Zhang, Hongwei Wang, Jingzhe Wang & Shengtian Yang. (2020) Assessing Soil Organic Matter Content in a Coal Mining Area through Spectral Variables of Different Numbers of Dimensions. Sensors 20:6, pages 1795.
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S. L. Borana, S.K. Yadav & S.K. Parihar. (2020) Hyperspectral Data Analysis for Desertic Vegetation of Jodhpur Area. Hyperspectral Data Analysis for Desertic Vegetation of Jodhpur Area.
Zipeng Zhang, Jianli Ding, Jingzhe Wang & Xiangyu Ge. (2020) Prediction of soil organic matter in northwestern China using fractional-order derivative spectroscopy and modified normalized difference indices. CATENA 185, pages 104257.
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Joongbin Lim, Kyoung-Min Kim & Ri Jin. (2019) Tree Species Classification Using Hyperion and Sentinel-2 Data with Machine Learning in South Korea and China. ISPRS International Journal of Geo-Information 8:3, pages 150.
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Leandro do Prado Ribeiro, Adriana Lídia Santana Klock, João Américo Wordell Filho, Marco Aurélio Tramontin, Marília Almeida Trapp, Axel Mithöfer & Christian Nansen. (2018) Hyperspectral imaging to characterize plant–plant communication in response to insect herbivory. Plant Methods 14:1.
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Vipin Upadhyay & Amit Kumar. (2018) Hyperspectral Remote Sensing of Forests: Technological advancements, Opportunities and Challenges. Earth Science Informatics 11:4, pages 487-524.
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Poonsak Miphokasap & Wasinee Wannasiri. (2018) Estimations of Nitrogen Concentration in Sugarcane Using Hyperspectral Imagery. Sustainability 10:4, pages 1266.
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Andres Ramirez & Maryam Rahnemoonfar. (2017) Improved Locally Linear Embedding for Big-data Classification. Improved Locally Linear Embedding for Big-data Classification.
Ridhi Saluja & J. K. Garg. (2017) Spectral discrimination of macrophyte species during different seasons in a tropical wetland using in-situ hyperspectral remote sensing. Spectral discrimination of macrophyte species during different seasons in a tropical wetland using in-situ hyperspectral remote sensing.
Sangeeta Bansal, Deeksha Katyal & J.K. Garg. (2017) A novel strategy for wetland area extraction using multispectral MODIS data. Remote Sensing of Environment 200, pages 183-205.
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Silvia Caldararu, Drew W. Purves & Matthew J. Smith. (2017) The impacts of data constraints on the predictive performance of a general process-based crop model (PeakN-crop v1.0). Geoscientific Model Development 10:4, pages 1679-1701.
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Xueke Li, Taixia Wu, Kai Liu, Yao Li & Lifu Zhang. (2016) Evaluation of the Chinese Fine Spatial Resolution Hyperspectral Satellite TianGong-1 in Urban Land-Cover Classification. Remote Sensing 8:5, pages 438.
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Jyrki Tuominen & Tarmo Lipping. (2016) Spectral Characteristics of Common Reed Beds: Studies on Spatial and Temporal Variability. Remote Sensing 8:3, pages 181.
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V. V. Kozoderov & V. D. Egorov. (2015) Automation of hyperspectral airborne remote sensing data processing. Izvestiya, Atmospheric and Oceanic Physics 50:9, pages 853-866.
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Rajee George, Hitendra Padalia & S.P.S. Kushwaha. (2014) Forest tree species discrimination in western Himalaya using EO-1 Hyperion. International Journal of Applied Earth Observation and Geoinformation 28, pages 140-149.
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Prasad S. Thenkabail, Isabella Mariotto, Murali Krishna Gumma, Elizabeth M. Middleton, David R. Landis & K. Fred Huemmrich. (2013) Selection of Hyperspectral Narrowbands (HNBs) and Composition of Hyperspectral Twoband Vegetation Indices (HVIs) for Biophysical Characterization and Discrimination of Crop Types Using Field Reflectance and Hyperion/EO-1 Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 6:2, pages 427-439.
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Huihui Zhang, Yubin Lan, Charles P.-C. Suh, John Westbrook, W. Clint Hoffmann, Chenghai Yang & Yanbo Huang. (2013) Fusion of remotely sensed data from airborne and ground-based sensors to enhance detection of cotton plants. Computers and Electronics in Agriculture 93, pages 55-59.
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David B. Lobell. (2013) The use of satellite data for crop yield gap analysis. Field Crops Research 143, pages 56-64.
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Yi-Ping Wang, Shou-Hung Chen, Kuo-Wei Chang & Yuan Shen. (2012) Identifying and characterizing yield limiting factors in paddy rice using remote sensing yield maps. Precision Agriculture 13:5, pages 553-567.
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Dhaval Vyas, N.S.R. Krishnayya, K.R. Manjunath, S.S. Ray & Sushma Panigrahy. (2011) Evaluation of classifiers for processing Hyperion (EO-1) data of tropical vegetation. International Journal of Applied Earth Observation and Geoinformation 13:2, pages 228-235.
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Pravesh Debba, Alfred Stein, Freek D. van der Meer, Emmanuel John M. Carranza & Arko Lucieer. 2008. Computational Science and Its Applications – ICCSA 2008. Computational Science and Its Applications – ICCSA 2008 756 768 .
Jinkai Zhang, Benoit Rivard, Arturo Sánchez-Azofeifa & Karen Castro-Esau. (2006) Intra- and inter-class spectral variability of tropical tree species at La Selva, Costa Rica: Implications for species identification using HYDICE imagery. Remote Sensing of Environment 105:2, pages 129-141.
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R.K. Gupta, D. Vijayan & T.S. Prasad. (2006) The relationship of hyper-spectral vegetation indices with leaf area index (LAI) over the growth cycle of wheat and chickpea at 3nm spectral resolution. Advances in Space Research 38:10, pages 2212-2217.
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W. Brien Henry, David R. Shaw, Kambham R. Reddy, Lori M. Bruce & Hrishikesh D. Tamhankar. (2004) Spectral reflectance curves to distinguish soybean from common cocklebur (Xanthium strumarium) and sicklepod (Cassia obtusifolia) grown with varying soil moisture. Weed Science 52:5, pages 788-796.
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Prasad S. Thenkabail, Eden A. Enclona, Mark S. Ashton & Bauke Van Der Meer. (2004) Accuracy assessments of hyperspectral waveband performance for vegetation analysis applications. Remote Sensing of Environment 91:3-4, pages 354-376.
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Prasad S Thenkabail, Eden A Enclona, Mark S Ashton, Christopher Legg & Minko Jean De Dieu. (2004) Hyperion, IKONOS, ALI, and ETM+ sensors in the study of African rainforests. Remote Sensing of Environment 90:1, pages 23-43.
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R.K. Gupta, D. Vijayan & T.S. Prasad. (2003) Comparative analysis of red-edge hyperspectral indices. Advances in Space Research 32:11, pages 2217-2222.
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Prasad S Thenkabail, Jefferson Hall, Tiffany Lin, Mark S Ashton, David Harris & Eden A Enclona. (2003) Detecting floristic structure and pattern across topographic and moisture gradients in a mixed species Central African forest using IKONOS and Landsat-7 ETM+ images. International Journal of Applied Earth Observation and Geoinformation 4:3, pages 255-270.
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