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Shaikh Yassir Yousouf Jewan, Vinay Pagay, Lawal Billa, Stephen D. Tyerman, Deepak Gautam, Debbie Sparkes, Hui Hui Chai & Ajit Singh. (2022) The feasibility of using a low-cost near-infrared, sensitive, consumer-grade digital camera mounted on a commercial UAV to assess Bambara groundnut yield. International Journal of Remote Sensing 43:2, pages 393-423.
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Anita Simic Milas, Joaquim João Sousa, Timothy A. Warner, Ana Cláudia Teodoro, Emanuel Peres, José Alberto Gonçalves, Jorge Delgado Garcia, Ricardo Bento, Stuart Phinn & Amy Woodget. (2018) Unmanned Aerial Systems (UAS) for environmental applications special issue preface. International Journal of Remote Sensing 39:15-16, pages 4845-4851.
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Articles from other publishers (39)
Boubacar Gano, Sourav Bhadra, Justin M. Vilbig, Nurzaman Ahmed, Vasit Sagan & Nadia Shakoor. (2024) Drone‐based imaging sensors, techniques, and applications in plant phenotyping for crop breeding: A comprehensive review. The Plant Phenome Journal 7:1.
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Ewerton Lélys Resende, Adriano Teodoro Bruzi, Everton da Silva Cardoso, Vinícius Quintão Carneiro, Vitório Antônio Pereira de Souza, Paulo Henrique Frois Correa Barros & Raphael Rodrigues Pereira. (2024) High-Throughput Phenotyping: Application in Maize Breeding. AgriEngineering 6:2, pages 1078-1092.
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Neerja Sharma, Pardeep Kumar, Mohd Ibrahim, Isha Madaan, Bentham Science Publisher Neha, Shruti Kaushik, Savita Bhardwaj, Dhriti Kapoor, Geetika Sirhindi, Amrit Pal Singh & Renu Bhardwaj. 2024. Molecular and Physiological Insights into Plant Stress Tolerance and Applications in Agriculture- Part 2. Molecular and Physiological Insights into Plant Stress Tolerance and Applications in Agriculture- Part 2
301
333
.
A. Berry, M. A. Vivier & C. Poblete-Echeverría. (2024) Evaluation of canopy fraction-based vegetation indices, derived from multispectral UAV imagery, to map water status variability in a commercial vineyard. Irrigation Science.
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Suchitra M. Patil, Sunita Choudhary, Jana Kholova, Magesh Chandramouli & Adinarayana Jagarlapudi. 2024. Digital Agriculture. Digital Agriculture
341
367
.
Shyam Bir Singh, Bhupender Kumar, Alla Singh & Sushil Kumar. 2024. Adapting to Climate Change in Agriculture-Theories and Practices. Adapting to Climate Change in Agriculture-Theories and Practices
281
302
.
Gangshan Wu, Yinlong Fang, Qiyou Jiang, Ming Cui, Na Li, Yunmeng Ou, Zhihua Diao & Baohua Zhang. (2023) Early identification of strawberry leaves disease utilizing hyperspectral imaging combing with spectral features, multiple vegetation indices and textural features. Computers and Electronics in Agriculture 204, pages 107553.
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Gaetano Messina, Giuseppe Badagliacca, Salvatore Praticò, Giovanni Preiti, Michele Monti & Giuseppe Modica. 2023. AIIA 2022: Biosystems Engineering Towards the Green Deal. AIIA 2022: Biosystems Engineering Towards the Green Deal
1173
1181
.
K. Sandeep Kumar, Rajeswari, S. Lakshmikanth & Himanshu Sharma. 2023. IoT Based Smart Applications. IoT Based Smart Applications
309
323
.
Irene Borra-Serrano, Katrijn Van Laere, Peter Lootens & Leen Leus. (2022) Breeding and Selection of Nursery Plants Assisted by High-Throughput Field Phenotyping Using UAV Imagery: Case Studies with Sweet Box (Sarcococca) and Garden Rose (Rosa). Horticulturae 8:12, pages 1186.
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Nur Shuhadah Mohd Saad, Ting Xiang Neik, William J.W. Thomas, Junrey C. Amas, Aldrin Y. Cantila, Ryan J. Craig, David Edwards & Jacqueline Batley. (2022) Advancing designer crops for climate resilience through an integrated genomics approach. Current Opinion in Plant Biology 67, pages 102220.
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Sabrina Raddi, Francesca Giannetti, Sofia Martini, Fabio Farinella, Gherardo Chirici, Andrea Tani, Alberto Maltoni & Barbara Mariotti. (2021) Monitoring drought response and chlorophyll content in Quercus by consumer-grade, near-infrared (NIR) camera: a comparison with reflectance spectroscopy. New Forests 53:2, pages 241-265.
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Dessislava Ganeva, Eugenia Roumenina, Petar Dimitrov, Alexander Gikov, Georgi Jelev, Rangel Dragov, Violeta Bozhanova & Krasimira Taneva. (2022) Phenotypic Traits Estimation and Preliminary Yield Assessment in Different Phenophases of Wheat Breeding Experiment Based on UAV Multispectral Images. Remote Sensing 14:4, pages 1019.
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Anna Langstroff, Marc C. Heuermann, Andreas Stahl & Astrid Junker. (2021) Opportunities and limits of controlled-environment plant phenotyping for climate response traits. Theoretical and Applied Genetics 135:1, pages 1-16.
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G. P. Dixit, A. K. Srivastava, V. Jayalakshmi, Shayla Bindra & Sarvjeet Singh. 2022. Fundamentals of Field Crop Breeding. Fundamentals of Field Crop Breeding
1009
1062
.
Jitendra Kumar, Reyazul Rouf Mir, Safoora Shafi, Debjyoti Sen Gupta, Ivica Djalovic, Jegor Miladinovic, Rahul Kumar, Sachin Kumar & Rajeev Kumar. (2021) Genomics Associated Interventions for Heat Stress Tolerance in Cool Season Adapted Grain Legumes. International Journal of Molecular Sciences 23:1, pages 399.
Crossref
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I. Borra-Serrano, L. Leus, Shusheng Wang, J. Van Huylenbroeck, P. Lootens & K. Van Laere. (2021) A view from above: the use of drones and image-based phenotyping in breeding and production of woody ornamentals. Acta Horticulturae:1331, pages 1-10.
Crossref
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Shreeshan Sadashivan, Subhra S. Bhattacherjee, Gattu Priyanka, Rajalakshmi Pachamuthu & Jana Kholova. (2021) Fully automated region of interest segmentation pipeline for UAV based RGB images. Biosystems Engineering 211, pages 192-204.
Crossref
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Patricia L. Suarez, Angel D. Sappa & Boris X. Vintimilla. (2021) Cycle Generative Adversarial Network: Towards A Low-Cost Vegetation Index Estimation. Cycle Generative Adversarial Network: Towards A Low-Cost Vegetation Index Estimation.
Clara S. Stanschewski, Elodie Rey, Gabriele Fiene, Evan B. Craine, Gordon Wellman, Vanessa J. Melino, Dilan S. R. Patiranage, Kasper Johansen, Sandra M. Schmöckel, Daniel Bertero, Helena Oakey, Carla Colque-Little, Irfan Afzal, Sebastian Raubach, Nathan Miller, Jared Streich, Daniel Buchvaldt Amby, Nazgol Emrani, Mark Warmington, Magdi A. A. Mousa, David Wu, Daniel Jacobson, Christian Andreasen, Christian Jung, Kevin Murphy, Didier Bazile & Mark Tester. (2021) Quinoa Phenotyping Methodologies: An International Consensus. Plants 10:9, pages 1759.
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Matthias Wengert, Hans-Peter Piepho, Thomas Astor, Rüdiger Graß, Jayan Wijesingha & Michael Wachendorf. (2021) Assessing Spatial Variability of Barley Whole Crop Biomass Yield and Leaf Area Index in Silvoarable Agroforestry Systems Using UAV-Borne Remote Sensing. Remote Sensing 13:14, pages 2751.
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Paul Herzig, Peter Borrmann, Uwe Knauer, Hans-Christian Klück, David Kilias, Udo Seiffert, Klaus Pillen & Andreas Maurer. (2021) Evaluation of RGB and Multispectral Unmanned Aerial Vehicle (UAV) Imagery for High-Throughput Phenotyping and Yield Prediction in Barley Breeding. Remote Sensing 13:14, pages 2670.
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Dongdong Ma, Tanzeel U. Rehman, Libo Zhang, Hideki Maki, Mitchell R. Tuinstra & Jian Jin. (2021) Modeling of Environmental Impacts on Aerial Hyperspectral Images for Corn Plant Phenotyping. Remote Sensing 13:13, pages 2520.
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Shuaipeng Fei, Muhammad Adeel Hassan, Zhonghu He, Zhen Chen, Meiyan Shu, Jiankang Wang, Changchun Li & Yonggui Xiao. (2021) Assessment of Ensemble Learning to Predict Wheat Grain Yield Based on UAV-Multispectral Reflectance. Remote Sensing 13:12, pages 2338.
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Francesco Saverio Santaga, Paolo Benincasa, Piero Toscano, Sara Antognelli, Emanuele Ranieri & Marco Vizzari. (2021) Simplified and Advanced Sentinel-2-Based Precision Nitrogen Management of Wheat. Agronomy 11:6, pages 1156.
Crossref
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Dongdong Ma, Tanzeel U. Rehman, Libo Zhang, Hideki Maki, Mitchell R. Tuinstra & Jian Jin. (2021) Modeling of Diurnal Changing Patterns in Airborne Crop Remote Sensing Images. Remote Sensing 13:9, pages 1719.
Crossref
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Lei Feng, Shuangshuang Chen, Chu Zhang, Yanchao Zhang & Yong He. (2021) A comprehensive review on recent applications of unmanned aerial vehicle remote sensing with various sensors for high-throughput plant phenotyping. Computers and Electronics in Agriculture 182, pages 106033.
Crossref
Crossref
Patricia L. Suárez, Angel D. Sappa & Boris X. Vintimilla. 2021. Generative Adversarial Networks for Image-to-Image Translation. Generative Adversarial Networks for Image-to-Image Translation
205
234
.
Akash Ashapure, Jinha Jung, Anjin Chang, Sungchan Oh, Junho Yeom, Murilo Maeda, Andrea Maeda, Nothabo Dube, Juan Landivar, Steve Hague & Wayne Smith. (2020) Developing a machine learning based cotton yield estimation framework using multi-temporal UAS data. ISPRS Journal of Photogrammetry and Remote Sensing 169, pages 180-194.
Crossref
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Ronnie S. Concepcion, Sandy C. Lauguico, Rogelio Ruzcko Tobias, Elmer P. Dadios, Argel A. Bandala & Edwin Sybingco. (2020) Estimation of Photosynthetic Growth Signature at the Canopy Scale Using New Genetic Algorithm-Modified Visible Band Triangular Greenness Index. Estimation of Photosynthetic Growth Signature at the Canopy Scale Using New Genetic Algorithm-Modified Visible Band Triangular Greenness Index.
GyuJin Jang, Jaeyoung Kim, Ju-Kyung Yu, Hak-Jin Kim, Yoonha Kim, Dong-Wook Kim, Kyung-Hwan Kim, Chang Woo Lee & Yong Suk Chung. (2020) Review: Cost-Effective Unmanned Aerial Vehicle (UAV) Platform for Field Plant Breeding Application. Remote Sensing 12:6, pages 998.
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Gustavo A. Castellanos-Galindo, Elisa Casella, Juan Carlos Mejía-Rentería & Alessio Rovere. (2019) Habitat mapping of remote coasts: Evaluating the usefulness of lightweight unmanned aerial vehicles for conservation and monitoring. Biological Conservation 239, pages 108282.
Crossref
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Chunjiang Zhao, Ying Zhang, Jianjun Du, Xinyu Guo, Weiliang Wen, Shenghao Gu, Jinglu Wang & Jiangchuan Fan. (2019) Crop Phenomics: Current Status and Perspectives. Frontiers in Plant Science 10.
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Zohaib Khan & Stanley J. Miklavcic. (2019) An Automatic Field Plot Extraction Method From Aerial Orthomosaic Images. Frontiers in Plant Science 10.
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Paolo Cinat, Salvatore Filippo Di Gennaro, Andrea Berton & Alessandro Matese. (2019) Comparison of Unsupervised Algorithms for Vineyard Canopy Segmentation from UAV Multispectral Images. Remote Sensing 11:9, pages 1023.
Crossref
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Jayme Barbedo. (2019) A Review on the Use of Unmanned Aerial Vehicles and Imaging Sensors for Monitoring and Assessing Plant Stresses. Drones 3:2, pages 40.
Crossref
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Kasper Johansen, Mitchell J. L. Morton, Yoann M. Malbeteau, Bruno Aragon, Samir K. Al-Mashharawi, Matteo G. Ziliani, Yoseline Angel, Gabriele M. Fiene, Sónia S. C. Negrão, Magdi A. A. Mousa, Mark A. Tester & Matthew F. McCabe. (2019) Unmanned Aerial Vehicle-Based Phenotyping Using Morphometric and Spectral Analysis Can Quantify Responses of Wild Tomato Plants to Salinity Stress. Frontiers in Plant Science 10.
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Zohaib Khan, Joshua Chopin, Jinhai Cai, Vahid-Rahimi Eichi, Stephan Haefele & Stanley Miklavcic. (2018) Quantitative Estimation of Wheat Phenotyping Traits Using Ground and Aerial Imagery. Remote Sensing 10:6, pages 950.
Crossref
Crossref
Pasquale Tripodi, Daniele Massa, Accursio Venezia & Teodoro Cardi. (2018) Sensing Technologies for Precision Phenotyping in Vegetable Crops: Current Status and Future Challenges. Agronomy 8:4, pages 57.
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