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Accuracy and robustness of a plant-level cabbage yield prediction system generated by assimilating UAV-based remote sensing data into a crop simulation model Precision Agric. (IF 5.4) Pub Date : 2024-11-04 Yui Yokoyama, Allard de Wit, Tsutomu Matsui, Takashi S. T. Tanaka
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Correction to: On-farm experimentation of precision agriculture for differential seed and fertilizer management in semi-arid rainfed zones Precision Agric. (IF 5.4) Pub Date : 2024-11-02 M. Videgain, J. A. Martínez-Casasnovas, A. Vigo-Morancho, M. Vidal, F. J. García-Ramos
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A low cost sensor to improve surface irrigation management Precision Agric. (IF 5.4) Pub Date : 2024-10-13 P. Vandôme, S. Moinard, G. Brunel, B. Tisseyre, C. Leauthaud, G. Belaud
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On-farm experimentation of precision agriculture for differential seed and fertilizer management in semi-arid rainfed zones Precision Agric. (IF 5.4) Pub Date : 2024-10-09 M. Videgain, J. A. Martínez-Casasnovas, A. Vigo-Morancho, M. Vidal, F. J. García-Ramos
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Relevance of NDVI, soil apparent electrical conductivity and topography for variable rate irrigation zoning in an olive grove Precision Agric. (IF 5.4) Pub Date : 2024-09-27 K. Vanderlinden, G. Martínez, M. Ramos, L. Mateos
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MangoDetNet: a novel label-efficient weakly supervised fruit detection framework Precision Agric. (IF 5.4) Pub Date : 2024-09-09 Alessandro Rocco Denarda, Francesco Crocetti, Gabriele Costante, Paolo Valigi, Mario Luca Fravolini
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Combining 2D image and point cloud deep learning to predict wheat above ground biomass Precision Agric. (IF 5.4) Pub Date : 2024-09-09 Shaolong Zhu, Weijun Zhang, Tianle Yang, Fei Wu, Yihan Jiang, Guanshuo Yang, Muhammad Zain, Yuanyuan Zhao, Zhaosheng Yao, Tao Liu, Chengming Sun
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A holistic simulation model of solid-set sprinkler irrigation systems for precision irrigation Precision Agric. (IF 5.4) Pub Date : 2024-09-09 M. Morcillo, J. F. Ortega, R. Ballesteros, A. del Castillo, M. A. Moreno
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Evaluation of the PROMET model for yield estimation and N fertilization in on-farm research Precision Agric. (IF 5.4) Pub Date : 2024-09-09 B. Brandenburg, Y. Reckleben, H. W. Griepentrog
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Integrating NDVI and agronomic data to optimize the variable-rate nitrogen fertilization Precision Agric. (IF 5.4) Pub Date : 2024-09-09 Nicola Silvestri, Leonardo Ercolini, Nicola Grossi, Massimiliano Ruggeri
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Rapid in-field soil analysis of plant-available nutrients and pH for precision agriculture—a review Precision Agric. (IF 5.4) Pub Date : 2024-09-06 Elena Najdenko, Frank Lorenz, Klaus Dittert, Hans-Werner Olfs
There are currently many in-field methods for estimating soil properties (e.g., pH, texture, total C, total N) available in precision agriculture, but each have their own level of suitability and only a few can be used for direct determination of plant-available nutrients. As promising approaches for reliable in-field use, this review provides an overview of electromagnetic, conductivity-based, and
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Orbital multispectral imaging: a tool for discriminating management strategies for nematodes in coffee Precision Agric. (IF 5.4) Pub Date : 2024-09-04 Vinicius Silva Werneck Orlando, Bruno Sérgio Vieira, George Deroco Martins, Everaldo Antônio Lopes, Gleice Aparecida de Assis, Fernando Vasconcelos Pereira, Maria de Lourdes Bueno Trindade Galo, Leidiane da Silva Rodrigues
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Incorporation of mechanistic model outputs as features for data-driven models for yield prediction: a case study on wheat and chickpea Precision Agric. (IF 5.4) Pub Date : 2024-09-04 Dhahi Al-Shammari, Yang Chen, Niranjan S. Wimalathunge, Chen Wang, Si Yang Han, Thomas F. A. Bishop
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Estimation of corn crop damage caused by wildlife in UAV images Precision Agric. (IF 5.4) Pub Date : 2024-09-03 Przemysław Aszkowski, Marek Kraft, Pawel Drapikowski, Dominik Pieczyński
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Evaluating the utility of combining high resolution thermal, multispectral and 3D imagery from unmanned aerial vehicles to monitor water stress in vineyards Precision Agric. (IF 5.4) Pub Date : 2024-08-21 V. Burchard-Levine, J. G. Guerra, I. Borra-Serrano, H. Nieto, G. Mesías-Ruiz, J. Dorado, A. I. de Castro, M. Herrezuelo, B. Mary, E. P. Aguirre, J. M. Peña
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Adoption of internet of things-enabled agricultural systems among Chinese agro-entreprises Precision Agric. (IF 5.4) Pub Date : 2024-08-22 Qing Yang, Abdullah Al Mamun, Mohammad Masukujjaman, Zafir Khan Mohamed Makhbul, Xueyun Zhong
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A decision-supporting system for vineyard management: a multi-temporal approach with remote and proximal sensing Precision Agric. (IF 5.4) Pub Date : 2024-08-20 A. Deidda, A. Sassu, L. Mercenaro, G. Nieddu, C. Fadda, P. F. Deiana, F. Gambella
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Simulating within-field spatial and temporal corn yield response to nitrogen with APSIM model Precision Agric. (IF 5.4) Pub Date : 2024-08-13 Laura J. Thompson, Sotirios V. Archontoulis, Laila A. Puntel
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Predicting on-farm soybean yield variability using texture measures on Sentinel-2 image Precision Agric. (IF 5.4) Pub Date : 2024-08-12 Rodrigo Greggio de Freitas, Henrique Oldoni, Lucas Fernando Joaquim, João Vítor Fiolo Pozzuto, Lucas Rios do Amaral
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Crop stress detection from UAVs: best practices and lessons learned for exploiting sensor synergies Precision Agric. (IF 5.4) Pub Date : 2024-08-11 Erekle Chakhvashvili, Miriam Machwitz, Michal Antala, Offer Rozenstein, Egor Prikaziuk, Martin Schlerf, Paul Naethe, Quanxing Wan, Jan Komárek, Tomáš Klouek, Sebastian Wieneke, Bastian Siegmann, Shawn Kefauver, Marlena Kycko, Hamadou Balde, Veronica Sobejano Paz, Jose A. Jimenez-Berni, Henning Buddenbaum, Lorenz Hänchen, Na Wang, Amit Weinman, Anshu Rastogi, Nitzan Malachy, Maria-Luisa Buchaillot,
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Assessing grapevine water status in a variably irrigated vineyard with NIR/SWIR hyperspectral imaging from UAV Precision Agric. (IF 5.4) Pub Date : 2024-08-06 E. Laroche-Pinel, K. R. Vasquez, L. Brillante
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On-farm evaluation of a crop forecast-based approach for season-specific nitrogen application in winter wheat Precision Agric. (IF 5.4) Pub Date : 2024-08-03 Palka M., Manschadi A.M.
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Remote sensing imagery to predict soybean yield: a case study of vegetation indices contribution Precision Agric. (IF 5.4) Pub Date : 2024-07-27 Lucas R. Amaral, Henrique Oldoni, Gustavo M. M. Baptista, Gustavo H. S. Ferreira, Rodrigo G. Freitas, Cenneya L. Martins, Isabella A. Cunha, Adão F. Santos
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Detection and localization of citrus picking points based on binocular vision Precision Agric. (IF 5.4) Pub Date : 2024-07-28 Chaojun Hou, Jialiang Xu, Yu Tang, Jiajun Zhuang, Zhiping Tan, Weilin Chen, Sheng Wei, Huasheng Huang, Mingwei Fang
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Detection of fusarium wilt-induced physiological impairment in strawberry plants using hyperspectral imaging and machine learning Precision Agric. (IF 5.4) Pub Date : 2024-07-24 P. Castro-Valdecantos, G. Egea, C. Borrero, M. Pérez-Ruiz, M. Avilés
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From pen and paper to digital precision: a comprehensive review of on-farm recordkeeping Precision Agric. (IF 5.4) Pub Date : 2024-07-25 Md. Samiul Basir, Dennis Buckmaster, Ankita Raturi, Yaguang Zhang
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Farmers’ willingness to adopt precision agricultural technologies to reduce mycotoxin contamination in grain: evidence from grain farmers in Spain and Lithuania Precision Agric. (IF 5.4) Pub Date : 2024-07-22 Enoch Owusu-Sekyere, Assem Abu Hatab, Carl-Johan Lagerkvist, Manuel Pérez-Ruiz, Egidijus Šarauskis, Zita Kriaučiūnienė, Muhammad Baraa Almoujahed, Orly Enrique Apolo-Apolo, Abdul Mounem Mouazen
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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