Hyperspectral imaging

Field Scanalyzer: An automated robotic field phenotyping platform for detailed crop monitoring

Nicolas Virlet, Kasra Sabermanesh, Pouria Sadeghi‐Tehran, Malcolm J. Hawkesford

Citations: 376 • 2016

Weed detection for site‐specific weed management: mapping and real‐time approaches

Citations: 360 • 2010

Time-stretch LiDAR as a spectrally scanned time-of-flight ranging camera

Yunshan Jiang, Sebastian Karpf, Bahram Jalali

Citations: 259 • 2019

Remote Sensing in Field Crop Monitoring: A Comprehensive Review of Sensor Systems, Data Analyses and Recent Advances

Emmanuel Omia, Hyungjin Bae, Eunsung Park, Moon S. Kim, Insuck Baek, Isa Kabenge, Byoung–Kwan Cho

Citations: 249 • 2023

On-orbit radiometric characterization of OLI (Landsat-8) for applications in aquatic remote sensing

Nima Pahlevan, Zhongping Lee, Jianwei Wei, Crystal Schaaf, John R. Schott, Alexander Berk

Citations: 244 • 2014

Perseverance’s Scanning Habitable Environments with Raman and Luminescence for Organics and Chemicals (SHERLOC) Investigation

R. Bhartia, L. W. Beegle, Lauren DeFlores, William Abbey, Joseph Razzell Hollis, Kyle Uckert, Brian Monacelli, K. S. Edgett, M. R. Kennedy, Margarite Sylvia, D. Aldrich, M. S. Anderson, Sanford A. Asher, Zachary Bailey, Kerry Boyd, Aaron S. Burton, Michael Caffrey, Michael J. Calaway, Robert J. Calvet, Bruce Cameron, M. A. Caplinger, Brandi L. Carrier, Nataly Chen, Amy Chen, S. M. Clegg, P. G. Conrad, Moogega Cooper, Kristine Davis, B. L. Ehlmann, Linda Facto, M. Fries, D. H. Garrison, Denine Gasway, Ferial Ghaemi, Trevor G. Graff, K. P. Hand, Cathleen M. Harris, J D Hein, Nicholas A. Heinz, Harrison Herzog, Eric B. Hochberg, Andrew Houck, William F. Hug, Elsa Jensen, Linda C. Kah, John M. Kennedy, Robert Krylo, Johnathan Lam, Mark Lindeman, Justin McGlown, John Michel, E. Miller, Zachary Mills, M. E. Minitti, Fai Mok, James D. Moore, Kenneth H. Nealson, Anthony Nelson, Raymond Newell, Brian Nixon, Daniel Nordman, D. L. Nuding, Sonny Orellana, Michael Pauken, Glen Peterson, Randy Pollock, Heather Quinn, Claire Quinto, M. A. Ravine, R. D. Reid, Joe Riendeau, Amy Ross, Joshua Sackos, J. A. Schaffner, Mark A. Schwochert, Molly O Shelton, Rufus Simon, C. L. Smith, P. Sobrón, Kimberly Steadman, A. Steele, Dave Thiessen, Tony Tsai, Michael Tuite, Eric Tung, Rami W. Wehbe, Rachel L. Weinberg, Ryan H. Weiner, R. C. Wiens, Kenneth H. Williford, Chris Wollonciej, Yen-Hung Wu, R. A. Yingst, Jason Zan

Citations: 237 • 2021

A Review of Deep Learning in Multiscale Agricultural Sensing

Dashuai Wang, Wujing Cao, Fan Zhang, Zhuolin Li, Sheng Xu, Xinyu Wu

Citations: 232 • 2022

Atmospheric correction of Landsat-8/OLI and Sentinel-2/MSI data using iCOR algorithm: validation for coastal and inland waters

Liesbeth De Keukelaere, Sindy Sterckx, Stefan Adriaensen, Els Knaeps, I. Reusen, Claudia Giardino, Mariano Bresciani, Peter Hunter, Claire Neil, D. Van der Zande

Citations: 216 • 2018

Active learning system for weed species recognition based on hyperspectral sensing

Xanthoula-Eirini Pantazi, Dimitrios Moshou, C. Bravo

Citations: 169 • 2016

Plant Disease Detection Using Hyperspectral Imaging

Peyman Moghadam, Daniel B. Ward, Ethan Goan, Srimal Jayawardena, Pavan Sikka, Emili Hernández

Citations: 158 • 2017

Ghostnet for Hyperspectral Image Classification

Mercedes E. Paoletti, Juan M. Haut, Nuno Pereira, Javier Plaza, Antonio Plaza

Citations: 140 • 2021

Automated Systems Based on Machine Vision for Inspecting Citrus Fruits from the Field to Postharvest—a Review

Sergio Cubero, Won Suk Lee, Nuria Aleixos, Francisco Albert, J. Blasco

Citations: 132 • 2016

Atmospheric correction for hyperspectral ocean color retrieval with application to the Hyperspectral Imager for the Coastal Ocean (HICO)

Amir Ibrahim, Bryan A. Franz, Ziauddin Ahmad, R. Healy, Kirk Knobelspiesse, Bo‐Cai Gao, Christopher A. Proctor, Peng‐Wang Zhai

Citations: 119 • 2017

Development of the Mars microbeam Raman spectrometer (MMRS)

Alian Wang, L. A. Haskin, Arthur L. Lane, Thomas J. Wdowiak, S. W. Squyres, R. J. Wilson, Larry E. Hovland, K. Manatt, Nasrat Raouf, Christopher D. Smith

Citations: 118 • 2003

RobHortic: A Field Robot to Detect Pests and Diseases in Horticultural Crops by Proximal Sensing

Sergio Cubero, Ester Marco‐Noales, Nuria Aleixos, Silvia Barbé, J. Blasco

Citations: 108 • 2020

Quantitative and qualitative phenotyping of disease resistance of crops by hyperspectral sensors: seamless interlocking of phytopathology, sensors, and machine learning is needed!

Anne‐Katrin Mahlein, Matheus Thomas Kuśka, Stefan Thomas, Mirwaes Wahabzada, Jan Behmann, Uwe Rascher, Kristian Kersting

Citations: 105 • 2019

Intelligent multi-sensor system for the detection and treatment of fungal diseases in arable crops

Dimitrios Moshou, C. Bravo, R. Oberti, Jonathan West, Herman Ramón, Stavros Vougioukas, Dionysis Bochtis

Citations: 104 • 2011

Robust deep learning-based semantic organ segmentation in hyperspectral images

Silvia Seidlitz, Jan Sellner, Jan Odenthal, Berkin Özdemir, Alexander Studier‐Fischer, Samuel Knödler, Leonardo Ayala, Tim Adler, Hannes Kenngott, Minu D. Tizabi, Martin Wagner, Felix Nickel, Beat P. Müller‐Stich, Lena Maier‐Hein

Citations: 84 • 2022

Rapid Micro-Raman Imaging Using Fiber-Bundle Image Compression

Jiaying Ma, Dor Ben‐Amotz

Citations: 77 • 1997

Retrieval of spectral aerosol optical thickness over land using ocean color sensors MERIS and SeaWiFS

W. von Hoyningen‐Huene, J. Yoon, Marco Vountas, Larysa Istomina, G. Rohen, T. Dinter, Alexander Kokhanovsky, John P. Burrows

Citations: 71 • 2011