A new method for satellite-based remote sensing analysis of plant-specific biomass yield patterns for precision farming applications Ludwig HagnJohannes SchusterKurt-Jürgen Hülsbergen OriginalPaper Open access 28 April 2024
Comparative study of interpolation methods for low-density sampling F. H. S. KarpV. AdamchukA. Melnitchouck OriginalPaper 28 April 2024
Assessing accuracy of crop water stress inversion of soil water content all day long Bei ZhangJialiang HuangJunying Chen OriginalPaper 24 April 2024
Correction to: Chickpea leaf water potential estimation from ground and VENµS satellite Roy SadehAsaf AvneriIttai Herrmann Correction 22 April 2024
A computer vision system for apple fruit sizing by means of low-cost depth camera and neural network application G. BortolottiM. PianiL. Manfrini OriginalPaper Open access 16 April 2024
An accurate monitoring method of peanut southern blight using unmanned aerial vehicle remote sensing Wei GuoZheng GongLin Zhou OriginalPaper 04 April 2024
Within-field extrapolation away from a soil moisture probe using freely available satellite imagery and weather data R. G. V. BramleyE. M. PerryR. A. Lawes OriginalPaper Open access 02 April 2024
Field-scale digital mapping of top- and subsoil Chernozem properties Azamat SuleymanovRuslan SuleymanovIrik Saifullin OriginalPaper 29 March 2024
Quantifying corn LAI using machine learning and UAV multispectral imaging Qian ChengFan DingZhen Chen OriginalPaper 28 March 2024
A passion fruit counting method based on the lightweight YOLOv5s and improved DeepSORT Shuqin TuYufei HuangHua Lei OriginalPaper 26 March 2024
Can machine learning models provide accurate fertilizer recommendations? Takashi S. T. TanakaGerard B. M. HeuvelinkDavid S. Bullock OriginalPaper Open access 25 March 2024
Grape leaf moisture prediction from UAVs using multimodal data fusion and machine learning Xuelian PengYuxin MaYakun Wang OriginalPaper 25 March 2024
Machine learning approach for satellite-based subfield canola yield prediction using floral phenology metrics and soil parameters Hansanee FernandoThuan HaSteven Shirtliffe OriginalPaper Open access 21 March 2024
An applied framework to unlocking multi-angular UAV reflectance data: a case study for classification of plant parameters in maize (Zea mays) Rene H. J. HeimNathan OkoleWouter H. Maes OriginalPaper Open access 15 March 2024
Evaluation of crop model-based simplified marginal net return maximising nitrogen application rates on site-specific level in maize E. MemicJ. TrenzS. Graeff OriginalPaper Open access 15 March 2024
Phosphorus-based variable rate manure application in wheat and barley Jian ZhangSteven SleutelAbdul M. Mouazen OriginalPaper 14 March 2024
Management zone classification for variable-rate soil residual herbicide applications Rose V VagedesJason P AckersonBryan G Young OriginalPaper Open access 11 March 2024
Enhancing phenotyping efficiency in faba bean breeding: integrating UAV imaging and machine learning Shirin MohammadiAnne Kjersti UhlenSahameh Shafiee OriginalPaper Open access 06 March 2024
How do spatial scale and seasonal factors affect thermal-based water status estimation and precision irrigation decisions in vineyards? Idan BahatYishai NetzerYafit Cohen OriginalPaper Open access 05 March 2024
Chickpea leaf water potential estimation from ground and VENµS satellite Roy SadehAsaf AvneriIttai Herrmann OriginalPaper 02 March 2024
Mapping grape production parameters with low-cost vehicle tracking devices J.-P. GrasS. MoinardB. Tisseyre OriginalPaper 02 March 2024
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 Ruth KerryBen IngramZoë Frogbrook OriginalPaper 28 February 2024
UAV-based canopy monitoring: calibration of a multispectral sensor for green area index and nitrogen uptake across several crops Josephine BukowieckiTill RoseHenning Kage OriginalPaper Open access 27 February 2024
Destructive and non-destructive measurement approaches and the application of AI models in precision agriculture: a review Maidul IslamSuraj BijjahalliDavid W. Lamb Review Open access 27 February 2024
Advancing Blackmore’s methodology to delineate management zones from Sentinel 2 images Arthur LenoirBertrand VandoorneBenjamin Dumont OriginalPaper 27 February 2024
Effect of training sample size, sampling design and prediction model on soil mapping with proximal sensing data for precision liming Jonas SchmidingerIngmar SchröterSebastian Vogel OriginalPaper Open access 24 February 2024
Sugarcane yield estimation in Thailand at multiple scales using the integration of UAV and Sentinel-2 imagery Jaturong Som-ardMarkus ImmitzerClement Atzberger OriginalPaper Open access 22 February 2024
Estimating rainfed groundnut’s leaf area index using Sentinel-2 based on Machine Learning Regression Algorithms and Empirical Models Michael Chibuike EkweOluseun AdeluyiCaleb Akoji Odiji OriginalPaper 21 February 2024
An autonomous navigation method for orchard rows based on a combination of an improved a-star algorithm and SVR Minghui WangJian XuYongjie Cui OriginalPaper 20 February 2024
What if precision agriculture is not profitable?: A comprehensive analysis of the right timing for exiting, taking into account different entry options Johannes Munz OriginalPaper Open access 17 February 2024
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 Ruby HumePetra MarschnerLuke M. Mosley OriginalPaper Open access 12 February 2024
Potential of multi-seasonal vegetation indices to predict rice yield from UAV multispectral observations Xiaobo SunPanli ZhangYijia-Wang OriginalPaper 08 February 2024
Model-averaging as an accurate approach for ex-post economic optimum nitrogen rate estimation Custódio Efraim MatavelAndreas Meyer-AurichHans-Peter Piepho OriginalPaper Open access 05 February 2024
Recognition of mango and location of picking point on stem based on a multi-task CNN model named YOLOMS Bin ZhangYuyang XiaWei Fu OriginalPaper 05 February 2024
Strawberries recognition and cutting point detection for fruit harvesting and truss pruning Takuya Fujinaga OriginalPaper 23 January 2024
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 Ruth KerryBen IngramZoë Frogbrook OriginalPaper 21 January 2024
Thermal imaging for identification of malfunctions in subsurface drip irrigation in orchards Stav RozenfeldNoy KaloVictor Alchanatis OriginalPaper 10 January 2024 Pages: 1038 - 1066
Digital strategies for nitrogen management in grain production systems: lessons from multi-method assessment using on-farm experimentation A. F. ColaçoB. M. WhelanR. A. Lawes OriginalPaper Open access 09 January 2024 Pages: 983 - 1013
Estimating canopy chlorophyll in slash pine using multitemporal vegetation indices from uncrewed aerial vehicles (UAVs) Qifu LuanCong XuYanjie Li OriginalPaper 08 January 2024 Pages: 1086 - 1105
Optimal treatment placement for on-farm experiments: pseudo-Bayesian optimal designs with a linear response plateau model Davood PoursinaB. Wade BrorsenDayton M. Lambert OriginalPaper 07 January 2024 Pages: 1067 - 1085
Potential to reduce the nitrate residue after harvest in maize fields without sacrificing yield through precision nitrogen management A. S. TsibartJ. DillenW. Saeys OriginalPaper 30 December 2023 Pages: 940 - 962
Comparing machine learning algorithms for predicting and digitally mapping surface soil available phosphorous: a case study from southwestern Iran Saeid HojatiAsim BiswasMojtaba Norouzi Masir OriginalPaper 27 December 2023 Pages: 914 - 939
Enhancing direct-seeded rice yield prediction using UAV-derived features acquired during the reproductive phase Guodong YangYaxing LiLe Xu OriginalPaper 21 December 2023 Pages: 1014 - 1037
End-to-end 3D CNN for plot-scale soybean yield prediction using multitemporal UAV-based RGB images Sourav BhadraVasit SaganJustin Vilbig OriginalPaper Open access 21 December 2023 Pages: 834 - 864
Retinanet_G2S: a multi-scale feature fusion-based network for fruit detection of punna navel oranges in complex field environments Hongxing PengHu ChenJuntao Xiong OriginalPaper 19 December 2023 Pages: 889 - 913
Design, implementation and validation of a sensor-based precise airblast sprayer to improve pesticide applications in orchards Bernat SalasRamón SalcedoEmilio Gil OriginalPaper 18 December 2023 Pages: 865 - 888
High-throughput phenotyping of individual plant height in an oilseed rape population based on Mask-RCNN and UAV images Yutao ShenXuqi LuHaiyan Cen OriginalPaper 15 December 2023 Pages: 811 - 833
Extracting illuminated vegetation, shadowed vegetation and background for finer fractional vegetation cover with polarization information and a convolutional network Hongru BiWei ChenYi Yang Technical Note 13 December 2023 Pages: 1106 - 1125
DAE-Mask: a novel deep-learning-based automatic detection model for in-field wheat diseases Rui MaoYuchen ZhangXiaoping Hu OriginalPaper 12 December 2023 Pages: 785 - 810
Precision of grain yield monitors for use in on-farm research strip trials A. A. GauciJ. P. FultonE. M. Hawkins OriginalPaper Open access 11 December 2023 Pages: 771 - 784
