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Quantifying real-time opening disk load during planting operations to assess compaction and potential for planter control Precision Agric. (IF 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) 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 6.2) Pub Date : 2024-02-05 Bin Zhang, Yuyang Xia, Rongrong Wang, Yong Wang, Chenghai Yin, Meng Fu, Wei Fu
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Strawberries recognition and cutting point detection for fruit harvesting and truss pruning Precision Agric. (IF 6.2) Pub Date : 2024-01-23 Takuya Fujinaga
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Soil sampling and sensed ancillary data requirements for soil mapping in precision agriculture II: contour mapping of soil properties with sensed z-score data for comparison with management zone averages Precision Agric. (IF 6.2) Pub Date : 2024-01-21 Ruth Kerry, Ben Ingram, Margaret Oliver, Zoë Frogbrook
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Integration of ultrasonic and optical sensing systems to assess sugarcane biomass and N-uptake Precision Agric. (IF 6.2) Pub Date : 2024-02-01 G. Portz, J. P. Molin, T. F. Canata, V. I. Adamchuk
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High-precision estimation of grass quality and quantity using UAS-based VNIR and SWIR hyperspectral cameras and machine learning Precision Agric. (IF 6.2) Pub Date : 2024-02-01 Raquel Alves Oliveira, Roope Näsi, Panu Korhonen, Arja Mustonen, Oiva Niemeläinen, Niko Koivumäki, Teemu Hakala, Juha Suomalainen, Jere Kaivosoja, Eija Honkavaara
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Impact of potassium fertilisation on mobile proximal gamma-ray spectrometry: case study on a long-term field trial Precision Agric. (IF 6.2) Pub Date : 2024-02-01 Stefan Pätzold, Markus Ostermann, Tobias Heggemann, Ralf Wehrle
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Thermal imaging for identification of malfunctions in subsurface drip irrigation in orchards Precision Agric. (IF 6.2) Pub Date : 2024-01-10 Stav Rozenfeld, Noy Kalo, Amos Naor, Arnon Dag, Yael Edan, Victor Alchanatis
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Digital strategies for nitrogen management in grain production systems: lessons from multi-method assessment using on-farm experimentation Precision Agric. (IF 6.2) Pub Date : 2024-01-09 A. F. Colaço, B. M. Whelan, R. G. V. Bramley, J. Richetti, M. Fajardo, A. C. McCarthy, E. M. Perry, A. Bender, S. Leo, G. J. Fitzgerald, R. A. Lawes
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Estimating canopy chlorophyll in slash pine using multitemporal vegetation indices from uncrewed aerial vehicles (UAVs) Precision Agric. (IF 6.2) Pub Date : 2024-01-08 Qifu Luan, Cong Xu, Xueyu Tao, Lihua Chen, Jingmin Jiang, Yanjie Li
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Optimal treatment placement for on-farm experiments: pseudo-Bayesian optimal designs with a linear response plateau model Precision Agric. (IF 6.2) Pub Date : 2024-01-07 Davood Poursina, B. Wade Brorsen, Dayton M. Lambert
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Potential to reduce the nitrate residue after harvest in maize fields without sacrificing yield through precision nitrogen management Precision Agric. (IF 6.2) Pub Date : 2023-12-30 A. S. Tsibart, J. Dillen, A. Elsen, A. Postelmans, G. van De Ven, W. Saeys
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Comparing machine learning algorithms for predicting and digitally mapping surface soil available phosphorous: a case study from southwestern Iran Precision Agric. (IF 6.2) Pub Date : 2023-12-27 Saeid Hojati, Asim Biswas, Mojtaba Norouzi Masir
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End-to-end 3D CNN for plot-scale soybean yield prediction using multitemporal UAV-based RGB images Precision Agric. (IF 6.2) Pub Date : 2023-12-21 Sourav Bhadra, Vasit Sagan, Juan Skobalski, Fernando Grignola, Supria Sarkar, Justin Vilbig
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Enhancing direct-seeded rice yield prediction using UAV-derived features acquired during the reproductive phase Precision Agric. (IF 6.2) Pub Date : 2023-12-21 Guodong Yang, Yaxing Li, Shen Yuan, Changzai Zhou, Hongshun Xiang, Zhenqing Zhao, Qiaorong Wei, Qingshan Chen, Shaobing Peng, Le Xu
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Retinanet_G2S: a multi-scale feature fusion-based network for fruit detection of punna navel oranges in complex field environments Precision Agric. (IF 6.2) Pub Date : 2023-12-19 Hongxing Peng, Hu Chen, Xin Zhang, Huanai Liu, Keyin Chen, Juntao Xiong
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Design, implementation and validation of a sensor-based precise airblast sprayer to improve pesticide applications in orchards Precision Agric. (IF 6.2) Pub Date : 2023-12-18 Bernat Salas, Ramón Salcedo, Francisco Garcia-Ruiz, Emilio Gil
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High-throughput phenotyping of individual plant height in an oilseed rape population based on Mask-RCNN and UAV images Precision Agric. (IF 6.2) Pub Date : 2023-12-15 Yutao Shen, Xuqi Lu, Mengqi Lyu, Hongyu Zhou, Wenxuan Guan, Lixi Jiang, Yuhong He, Haiyan Cen
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Extracting illuminated vegetation, shadowed vegetation and background for finer fractional vegetation cover with polarization information and a convolutional network Precision Agric. (IF 6.2) Pub Date : 2023-12-13 Hongru Bi, Wei Chen, Yi Yang
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DAE-Mask: a novel deep-learning-based automatic detection model for in-field wheat diseases Precision Agric. (IF 6.2) Pub Date : 2023-12-12 Rui Mao, Yuchen Zhang, Zexi Wang, Xingan Hao, Tao Zhu, Shengchang Gao, Xiaoping Hu
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Precision of grain yield monitors for use in on-farm research strip trials Precision Agric. (IF 6.2) Pub Date : 2023-12-11 A. A. Gauci, J. P. Fulton, A. Lindsey, S. A. Shearer, D. Barker, E. M. Hawkins