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Assessment of spray patterns and efficiency of an unmanned sprayer used in planar growing systems Precision Agric. (IF 5.4) Pub Date : 2024-07-15 Chenchen Kang, Long He, Heping Zhu
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Mechanized wet direct seeding for increased rice production efficiency and reduced carbon footprint Precision Agric. (IF 5.4) Pub Date : 2024-07-12 Nguyen Van Hung, Tran Ngoc Thach, Nguyen Ngoc Hoang, Nguyen Cao Quan Binh, Dang Minh Tâm, Tran Tan Hau, Duong Thi Tu Anh, Trinh Quang Khuong, Vo Thi Bich Chi, Truong Thi Kieu Lien, Martin Gummert, Tovohery Rakotoson, Kazuki Saito, Virender Kumar
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Field validation of NDVI to identify crop phenological signatures Precision Agric. (IF 5.4) Pub Date : 2024-07-12 Muhammad Tousif Bhatti, Hammad Gilani, Muhammad Ashraf, Muhammad Shahid Iqbal, Sarfraz Munir
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Fertilization and soil management machine learning based sustainable agronomic prescriptions for durum wheat in Italy Precision Agric. (IF 5.4) Pub Date : 2024-07-05 Marco Fiorentini, Calogero Schillaci, Michele Denora, Stefano Zenobi, Paola A. Deligios, Rodolfo Santilocchi, Michele Perniola, Luigi Ledda, Roberto Orsini
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On-farm cereal rye biomass estimation using machine learning on images from an unmanned aerial system Precision Agric. (IF 5.4) Pub Date : 2024-07-06 Kushal KC, Matthew Romanko, Andrew Perrault, Sami Khanal
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Downscaling crop production data to fine scale estimates with geostatistics and remote sensing: a case study in mapping cotton fibre quality Precision Agric. (IF 5.4) Pub Date : 2024-07-06 M. J. Tilse, P. Filippi, B. Whelan, T. F. A. Bishop
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Spaceborne imaging spectroscopy enables carbon trait estimation in cover crop and cash crop residues Precision Agric. (IF 5.4) Pub Date : 2024-06-27 Jyoti S. Jennewein, W. Hively, Brian T. Lamb, Craig S. T. Daughtry, Resham Thapa, Alison Thieme, Chris Reberg-Horton, Steven Mirsky
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Integrative approaches in modern agriculture: IoT, ML and AI for disease forecasting amidst climate change Precision Agric. (IF 5.4) Pub Date : 2024-06-28 Payam Delfani, Vishnukiran Thuraga, Bikram Banerjee, Aakash Chawade
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Promoting excellence or discouraging mediocrity – a policy framework assessment for precision agriculture technologies adoption Precision Agric. (IF 5.4) Pub Date : 2024-06-25 Georgios Kleftodimos, Leonidas Sotirios Kyrgiakos, Stelios Kartakis, Christina Kleisiari, Marios Vasileiou, Marios Dominikos Kremantzis, George Vlontzos
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Spatial and temporal patterns of cotton profitability in management zones based on soil properties and topography Precision Agric. (IF 5.4) Pub Date : 2024-06-20 Jasmine Neupane, Chenggang Wang, Glen L. Ritchie, Fangyuan Zhang, Sanjit K. Deb, Wenxuan Guo
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Are Indonesian rice farmers ready to adopt precision agricultural technologies? Precision Agric. (IF 5.4) Pub Date : 2024-06-14 Agung B. Santoso, Evawaty S. Ulina, Siti F. Batubara, Novia Chairuman, Sudarmaji, Siti D. Indrasari, Arlyna B. Pustika, Nana Sutrisna, Yanto Surdianto, Rahmini, Vivi Aryati, Erpina D. Manurung, Hendri F. P. Purba, Wasis Senoaji, Noldy R. E. Kotta, Dorkas Parhusip, Widihastuty, Ani Mugiasih, Jeannette M. Lumban Tobing
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Enhancing visual autonomous navigation in row-based crops with effective synthetic data generation Precision Agric. (IF 5.4) Pub Date : 2024-06-11 Mauro Martini, Marco Ambrosio, Alessandro Navone, Brenno Tuberga, Marcello Chiaberge
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Interviews with farmers from the US corn belt highlight opportunity for improved decision support systems and continued structural barriers to farmland diversification Precision Agric. (IF 5.4) Pub Date : 2024-06-05 Matthew Nowatzke, Lijing Gao, Michael C. Dorneich, Emily A. Heaton, Andy VanLoocke
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Unmanned aerial system plant protection products spraying performance evaluation on a vineyard Precision Agric. (IF 5.4) Pub Date : 2024-06-06 Alberto Sassu, Vasilis Psiroukis, Francesco Bettucci, Luca Ghiani, Spyros Fountas, Filippo Gambella
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Mapping varieties of farmers’ experience in the digital transformation: a new perspective on transformative dynamics Precision Agric. (IF 5.4) Pub Date : 2024-06-04 Valentin Knitsch, Lea Daniel, Juliane Welz
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Laser and optical radiation weed control: a critical review Precision Agric. (IF 5.4) Pub Date : 2024-05-26 Hongbo Zhang, Deng Cao, Wenjing Zhou, Ken Currie
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Leaf area index estimation in maize and soybean using UAV LiDAR data Precision Agric. (IF 5.4) Pub Date : 2024-05-27 Shezhou Luo, Weiwei Liu, Qian Ren, Hanquan Wei, Cheng Wang, Xiaohuan Xi, Sheng Nie, Dong Li, Dan Ma, Guoqing Zhou
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Evaluation of machine learning-dynamical hybrid method incorporating remote sensing data for in-season maize yield prediction under drought Precision Agric. (IF 5.4) Pub Date : 2024-05-18 Yi Luo, Huijing Wang, Junjun Cao, Jinxiao Li, Qun Tian, Guoyong Leng, Dev Niyogi
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Effects of pre-emergence herbicide on targeted post-emergence herbicide application in plasticulture production Precision Agric. (IF 5.4) Pub Date : 2024-05-16 Ana C. Buzanini, Arnold Schumann, Nathan S. Boyd
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Quantifying real-time opening disk load during planting operations to assess compaction and potential for planter control Precision Agric. (IF 5.4) Pub Date : 2024-05-16 Sylvester A. Badua, Ajay Sharda, Bhaskar Aryal
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Practical methods for aerial image acquisition and reflectance conversion using consumer-grade cameras on manned and unmanned aircraft Precision Agric. (IF 5.4) Pub Date : 2024-05-09 Chenghai Yang, Bradley K. Fritz, Charles P.-C. Suh
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Hyperspectral sensing and mapping of soil carbon content for amending within-field heterogeneity of soil fertility and enhancing soil carbon sequestration Precision Agric. (IF 5.4) Pub Date : 2024-05-02 Yoshio Inoue, Kunihiko Yoshino, Fumiki Hosoi, Akira Iwasaki, Takashi Hirayama, Takashi Saito
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Multi-modal fusion and multi-task deep learning for monitoring the growth of film-mulched winter wheat Precision Agric. (IF 5.4) Pub Date : 2024-05-02 Zhikai Cheng, Xiaobo Gu, Yadan Du, Chunyu Wei, Yang Xu, Zhihui Zhou, Wenlong Li, Wenjing Cai
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Maize tassel number and tasseling stage monitoring based on near-ground and UAV RGB images by improved YoloV8 Precision Agric. (IF 5.4) Pub Date : 2024-04-29 Xun Yu, Dameng Yin, Honggen Xu, Francisco Pinto Espinosa, Urs Schmidhalter, Chenwei Nie, Yi Bai, Sindhuja Sankaran, Bo Ming, Ningbo Cui, Wenbin Wu, Xiuliang Jin
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A new method for satellite-based remote sensing analysis of plant-specific biomass yield patterns for precision farming applications Precision Agric. (IF 5.4) Pub Date : 2024-04-28 Ludwig Hagn, Johannes Schuster, Martin Mittermayer, Kurt-Jürgen Hülsbergen
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Comparative study of interpolation methods for low-density sampling Precision Agric. (IF 5.4) Pub Date : 2024-04-28 F. H. S. Karp, V. Adamchuk, P. Dutilleul, A. Melnitchouck
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Assessing accuracy of crop water stress inversion of soil water content all day long Precision Agric. (IF 5.4) Pub Date : 2024-04-24 Bei Zhang, Jialiang Huang, Tianjin Dai, Sisi Jing, Yi Hua, Qiuyu Zhang, Hao Liu, Yuxiao Wu, Zhitao Zhang, Junying Chen
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A computer vision system for apple fruit sizing by means of low-cost depth camera and neural network application Precision Agric. (IF 5.4) Pub Date : 2024-04-16 G. Bortolotti, M. Piani, M. Gullino, D. Mengoli, C. Franceschini, L. Corelli Grappadelli, L. Manfrini
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An accurate monitoring method of peanut southern blight using unmanned aerial vehicle remote sensing Precision Agric. (IF 5.4) Pub Date : 2024-04-04 Wei Guo, Zheng Gong, Chunfeng Gao, Jibo Yue, Yuanyuan Fu, Heguang Sun, Hui Zhang, Lin Zhou
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Within-field extrapolation away from a soil moisture probe using freely available satellite imagery and weather data Precision Agric. (IF 5.4) Pub Date : 2024-04-02 R. G. V. Bramley, E. M. Perry, J. Richetti, A. F. Colaço, D. J. Mowat, C. E. M. Ratcliff, R. A. Lawes
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Field-scale digital mapping of top- and subsoil Chernozem properties Precision Agric. (IF 5.4) Pub Date : 2024-03-29 Azamat Suleymanov, Ruslan Suleymanov, Ilyusya Gabbasova, Irik Saifullin
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Quantifying corn LAI using machine learning and UAV multispectral imaging Precision Agric. (IF 5.4) Pub Date : 2024-03-28 Qian Cheng, Fan Ding, Honggang Xu, Shuzhe Guo, Zongpeng Li, Zhen Chen
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A passion fruit counting method based on the lightweight YOLOv5s and improved DeepSORT Precision Agric. (IF 5.4) Pub Date : 2024-03-26 Shuqin Tu, Yufei Huang, Yun Liang, Hongxing Liu, Yifan Cai, Hua Lei
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Grape leaf moisture prediction from UAVs using multimodal data fusion and machine learning Precision Agric. (IF 5.4) Pub Date : 2024-03-25 Xuelian Peng, Yuxin Ma, Jun Sun, Dianyu Chen, Jingbo Zhen, Zhitao Zhang, Xiaotao Hu, Yakun Wang
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Can machine learning models provide accurate fertilizer recommendations? Precision Agric. (IF 5.4) Pub Date : 2024-03-25 Takashi S. T. Tanaka, Gerard B. M. Heuvelink, Taro Mieno, David S. Bullock
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Machine learning approach for satellite-based subfield canola yield prediction using floral phenology metrics and soil parameters Precision Agric. (IF 5.4) Pub Date : 2024-03-21 Hansanee Fernando, Thuan Ha, Kwabena Abrefa Nketia, Anjika Attanayake, Steven Shirtliffe
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Visible and near-infrared spectroscopy predicted leaf nitrogen contents of potato varieties under different growth and management conditions Precision Agric. (IF 5.4) Pub Date : 2024-04-01 Ashmita Rawal, Alfred Hartemink, Yakun Zhang, Yi Wang, Richard A. Lankau, Matthew D. Ruark
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Spectroscopic determination of chlorophyll content in sugarcane leaves for drought stress detection Precision Agric. (IF 5.4) Pub Date : 2024-04-01 Jingyao Gai, Jingyong Wang, Sasa Xie, Lirong Xiang, Ziting Wang
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Identifying strawberry appearance quality based on unsupervised deep learning Precision Agric. (IF 5.4) Pub Date : 2024-04-01 Hongfei Zhu, Xingyu Liu, Hao Zheng, Lianhe Yang, Xuchen Li, Zhongzhi Han
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Evaluation of crop model-based simplified marginal net return maximising nitrogen application rates on site-specific level in maize Precision Agric. (IF 5.4) Pub Date : 2024-03-15 E. Memic, J. Trenz, S. Heshmati, S. Graeff
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An applied framework to unlocking multi-angular UAV reflectance data: a case study for classification of plant parameters in maize (Zea mays) Precision Agric. (IF 5.4) Pub Date : 2024-03-15 Rene H. J. Heim, Nathan Okole, Kathy Steppe, Marie-Christine Van Labeke, Ina Geedicke, Wouter H. Maes
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Phosphorus-based variable rate manure application in wheat and barley Precision Agric. (IF 5.4) Pub Date : 2024-03-14 Jian Zhang, Steven Sleutel, Abdul M. Mouazen
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Management zone classification for variable-rate soil residual herbicide applications Precision Agric. (IF 5.4) Pub Date : 2024-03-11 Rose V Vagedes, Jason P Ackerson, William G Johnson, Bryan G Young
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Enhancing phenotyping efficiency in faba bean breeding: integrating UAV imaging and machine learning Precision Agric. (IF 5.4) Pub Date : 2024-03-06 Shirin Mohammadi, Anne Kjersti Uhlen, Morten Lillemo, Åshild Ergon, Sahameh Shafiee
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How do spatial scale and seasonal factors affect thermal-based water status estimation and precision irrigation decisions in vineyards? Precision Agric. (IF 5.4) Pub Date : 2024-03-05 Idan Bahat, Yishai Netzer, José M. Grünzweig, Amos Naor, Victor Alchanatis, Alon Ben-Gal, Ohali’av Keisar, Guy Lidor, Yafit Cohen
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Chickpea leaf water potential estimation from ground and VENµS satellite Precision Agric. (IF 5.4) Pub Date : 2024-03-02 Roy Sadeh, Asaf Avneri, Yaniv Tubul, Ran N. Lati, David J. Bonfil, Zvi Peleg, Ittai Herrmann
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Mapping grape production parameters with low-cost vehicle tracking devices Precision Agric. (IF 5.4) Pub Date : 2024-03-02 J.-P. Gras, S. Moinard, Y. Valloo, R. Girardot, B. Tisseyre
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Soil sampling and sensed ancillary data requirements for soil mapping in precision agriculture I. delineation of management zones to determine zone averages of soil properties Precision Agric. (IF 5.4) Pub Date : 2024-02-28 Ruth Kerry, Ben Ingram, Margaret Oliver, Zoë Frogbrook
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UAV-based canopy monitoring: calibration of a multispectral sensor for green area index and nitrogen uptake across several crops Precision Agric. (IF 5.4) Pub Date : 2024-02-27 Josephine Bukowiecki, Till Rose, Katja Holzhauser, Steffen Rothardt, Maren Rose, Martin Komainda, Antje Herrmann, Henning Kage
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Destructive and non-destructive measurement approaches and the application of AI models in precision agriculture: a review Precision Agric. (IF 5.4) Pub Date : 2024-02-27 Maidul Islam, Suraj Bijjahalli, Thomas Fahey, Alessandro Gardi, Roberto Sabatini, David W. Lamb
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Advancing Blackmore’s methodology to delineate management zones from Sentinel 2 images Precision Agric. (IF 5.4) Pub Date : 2024-02-27 Arthur Lenoir, Bertrand Vandoorne, Ali Siah, Benjamin Dumont
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Effect of training sample size, sampling design and prediction model on soil mapping with proximal sensing data for precision liming Precision Agric. (IF 5.4) Pub Date : 2024-02-24 Jonas Schmidinger, Ingmar Schröter, Eric Bönecke, Robin Gebbers, Joerg Ruehlmann, Eckart Kramer, Vera L. Mulder, Gerard B. M. Heuvelink, Sebastian Vogel
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Sugarcane yield estimation in Thailand at multiple scales using the integration of UAV and Sentinel-2 imagery Precision Agric. (IF 5.4) Pub Date : 2024-02-22 Jaturong Som-ard, Markus Immitzer, Francesco Vuolo, Clement Atzberger
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Estimating rainfed groundnut’s leaf area index using Sentinel-2 based on Machine Learning Regression Algorithms and Empirical Models Precision Agric. (IF 5.4) Pub Date : 2024-02-21 Michael Chibuike Ekwe, Oluseun Adeluyi, Jochem Verrelst, Angela Kross, Caleb Akoji Odiji
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An autonomous navigation method for orchard rows based on a combination of an improved a-star algorithm and SVR Precision Agric. (IF 5.4) Pub Date : 2024-02-20 Minghui Wang, Jian Xu, Jin Zhang, Yongjie Cui
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What if precision agriculture is not profitable?: A comprehensive analysis of the right timing for exiting, taking into account different entry options Precision Agric. (IF 5.4) Pub Date : 2024-02-17 Johannes Munz
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Using mid-infrared spectroscopy as a tool to monitor responses of acidic soil properties to liming: case study from a dryland agricultural soil trial site in South Australia Precision Agric. (IF 5.4) Pub Date : 2024-02-12 Ruby Hume, Petra Marschner, Sean Mason, Rhiannon K. Schilling, Luke M. Mosley
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Potential of multi-seasonal vegetation indices to predict rice yield from UAV multispectral observations Precision Agric. (IF 5.4) Pub Date : 2024-02-08 Xiaobo Sun, Panli Zhang, Zhenhua Wang, Yijia-Wang
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Model-averaging as an accurate approach for ex-post economic optimum nitrogen rate estimation Precision Agric. (IF 5.4) Pub Date : 2024-02-05 Custódio Efraim Matavel, Andreas Meyer-Aurich, Hans-Peter Piepho
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Recognition of mango and location of picking point on stem based on a multi-task CNN model named YOLOMS Precision Agric. (IF 5.4) Pub Date : 2024-02-05 Bin Zhang, Yuyang Xia, Rongrong Wang, Yong Wang, Chenghai Yin, Meng Fu, Wei Fu