Early yield prediction in different grapevine varieties using computer vision and machine learning Fernando PalaciosMaria P. DiagoJavier Tardaguila OriginalPaper Open access 08 August 2022 Pages: 407 - 435
Automatic monitoring of flying vegetable insect pests using an RGB camera and YOLO-SIP detector Qingwen GuoChuntao WangQiong Huang OriginalPaper 02 September 2022 Pages: 436 - 457
Multi-species weed density assessment based on semantic segmentation neural network Kunlin ZouHan WangChunlong Zhang OriginalPaper 24 August 2022 Pages: 458 - 481
Early/late fusion structures with optimized feature selection for weed detection using visible and thermal images of paddy fields Seyed Alireza ZamaniYasser Baleghi OriginalPaper 21 August 2022 Pages: 482 - 510
On exploring bivariate and trivariate maps as visualization tools for spatial associations in digital soil mapping: A focus on soil properties Ndiye M. KebonyePrince C. AgyemanPeter N. Eze OriginalPaper 27 August 2022 Pages: 511 - 532
Assessing the precision irrigation potential for increasing crop yield and water savings through simulation Silas Alves SouzaLineu Neiva RodriguesFernando França da Cunha OriginalPaper 22 September 2022 Pages: 533 - 559
Online recognition of peanut leaf diseases based on the data balance algorithm and deep transfer learning Qiang FengPengfei XuYuliang Yun OriginalPaper 09 November 2022 Pages: 560 - 586
Improved estimation of herbaceous crop aboveground biomass using UAV-derived crop height combined with vegetation indices Martina CortiDaniele CavalliPietro Marino Gallina OriginalPaper 05 October 2022 Pages: 587 - 606
Spectral reflection and crop parameters: can the disentanglement of primary and secondary traits lead to more robust and extensible prediction models? Maren RoseTill RoseHenning Kage OriginalPaper Open access 08 October 2022 Pages: 607 - 626
iDVS: interactive 2D and 3D visualizations of proximal sensor data for rapid characterization of soil profiles Vung PhamCynthia M. JordanTommy Dang OriginalPaper Open access 07 October 2022 Pages: 627 - 646
Spatial variability of soil properties, nitrogen balance and nitrate leaching using digital methods on heterogeneous arable fields in southern Germany Johannes SchusterMartin MittermayerKurt-Jürgen Hülsbergen OriginalPaper Open access 10 November 2022 Pages: 647 - 676
Assessing performance of empirical models for forecasting crop responses to variable fertilizer rates using on-farm precision experimentation Paul B. HegedusBruce D. MaxwellTaro Mieno OriginalPaper Open access 19 October 2022 Pages: 677 - 704
Use of remote sensing-derived fPAR data in a grapevine simulation model for estimating vine biomass accumulation and yield variability at sub-field level L. LeoliniS. BregaglioM. Moriondo OriginalPaper Open access 25 October 2022 Pages: 705 - 726
Clustered tomato detection and picking point location using machine learning-aided image analysis for automatic robotic harvesting Yuhao BaiShihan MaoBaohua Zhang OriginalPaper 21 October 2022 Pages: 727 - 743
Novel attitude control of Korean cabbage harvester using backstepping control Yonghyun ParkHyuck-Joo KimHyoung Il Son OriginalPaper 01 November 2022 Pages: 744 - 763
Three-dimensional location methods for the vision system of strawberry-harvesting robots: development and comparison Yuanyue GeYa XiongPål Johan From OriginalPaper Open access 07 November 2022 Pages: 764 - 782
Identification of pathogens in corn using near-infrared UAV imagery and deep learning Alfonso Antolínez GarcíaJorge W. Cáceres Campana Review 14 August 2022 Pages: 783 - 806