A novel sampling design considering the local heterogeneity of soil for farm field-level mapping with multiple soil properties Yongji WangQingwen QiJun Wang OriginalPaper 15 June 2022 Pages: 1 - 22
A novel plant disease prediction model based on thermal images using modified deep convolutional neural network Ishita BhaktaSantanu PhadikarArkaprabha Sau OriginalPaper 15 June 2022 Pages: 23 - 39
A comparison of precision and conventional irrigation in corn production in Southeast Alabama Luca BondesanBrenda V. OrtizGeorge Vellidis OriginalPaper Open access 25 June 2022 Pages: 40 - 67
Adoption of digital technologies in agriculture—an inventory in a european small-scale farming region Andreas GabrielMarkus Gandorfer OriginalPaper Open access 26 July 2022 Pages: 68 - 91
Deep convolutional neural networks for estimating maize above-ground biomass using multi-source UAV images: a comparison with traditional machine learning algorithms Danyang YuYuanyuan ZhaZhongbo Su OriginalPaper 02 July 2022 Pages: 92 - 113
Spatiotemporally variable incident light, leaf photosynthesis, and yield across a greenhouse: fine-scale hemispherical photography and a photosynthesis model Kensuke KimuraDaisuke YasutakeMasaharu Kitano OriginalPaper Open access 09 July 2022 Pages: 114 - 138
Pineapple (Ananas comosus) fruit detection and localization in natural environment based on binocular stereo vision and improved YOLOv3 model Tian-Hu LiuXiang-Ning NieLong Qi OriginalPaper 18 July 2022 Pages: 139 - 160
Characterization of portuguese sown rainfed grasslands using remote sensing and machine learning Tiago G. MoraisMarjan JongenRicardo F.M. Teixeira OriginalPaper 27 July 2022 Pages: 161 - 186
UAV-based multi-sensor data fusion and machine learning algorithm for yield prediction in wheat Shuaipeng FeiMuhammad Adeel HassanYuntao Ma OriginalPaper 03 August 2022 Pages: 187 - 212
Vegetation indices as a Tool for Mapping Sugarcane Management Zones Felipe Cardoso de Oliveira MaiaVinícius Bof BufonTairone Paiva Leão OriginalPaper Open access 01 August 2022 Pages: 213 - 234
Grape leaf disease identification with sparse data via generative adversarial networks and convolutional neural networks Yiping ChenQiufeng Wu OriginalPaper 07 August 2022 Pages: 235 - 253
Efficient tomato harvesting robot based on image processing and deep learning Zhonghua MiaoXiaoyou YuTeng Sun OriginalPaper 05 August 2022 Pages: 254 - 287
Utility of visible and near-infrared spectroscopy to predict base neutralizing capacity and lime requirement of quaternary soils Michael HorfEric BöneckeSebastian Vogel OriginalPaper Open access 25 August 2022 Pages: 288 - 309
Land-forming for irrigation (LFI) on a lowland soil protects rice yields while improving irrigation distribution uniformity M. BuenoA. RoelJ. Parfitt OriginalPaper 24 August 2022 Pages: 310 - 325
A new method based on machine learning to forecast fruit yield using spectrometric data: analysis in a fruit supply chain context Javier E. Gómez-LagosMarcela C. González-ArayaLuis G. Acosta Espejo OriginalPaper 26 August 2022 Pages: 326 - 352
The estimation of wheat tiller number based on UAV images and gradual change features (GCFs) Tao LiuYuanyuan ZhaoChengming Sun OriginalPaper 12 August 2022 Pages: 353 - 374
The need for streamlining precision agriculture data in Africa Tegbaru B. GobezieAsim Biswas Brief Communication 14 June 2022 Pages: 375 - 383
How can precision farming work on a small scale? A systematic literature review Tamás Mizik Review Open access 01 July 2022 Pages: 384 - 406