1. A novel sampling design considering the local heterogeneity of soil for farm field-level mapping with multiple soil properties

   • Yongji Wang
   • Qingwen Qi
   • Jun Wang

   OriginalPaper 15 June 2022 Pages: 1 - 22

   

2. A novel plant disease prediction model based on thermal images using modified deep convolutional neural network

   • Ishita Bhakta
   • Santanu Phadikar
   • Arkaprabha Sau

   OriginalPaper 15 June 2022 Pages: 23 - 39

   

3. A comparison of precision and conventional irrigation in corn production in Southeast Alabama

   • Luca Bondesan
   • Brenda V. Ortiz
   • George Vellidis

   OriginalPaper Open access 25 June 2022 Pages: 40 - 67

   

4. Adoption of digital technologies in agriculture—an inventory in a european small-scale farming region

   • Andreas Gabriel
   • Markus Gandorfer

   OriginalPaper Open access 26 July 2022 Pages: 68 - 91

   

5. Deep convolutional neural networks for estimating maize above-ground biomass using multi-source UAV images: a comparison with traditional machine learning algorithms

   • Danyang Yu
   • Yuanyuan Zha
   • Zhongbo Su

   OriginalPaper 02 July 2022 Pages: 92 - 113

   

6. Spatiotemporally variable incident light, leaf photosynthesis, and yield across a greenhouse: fine-scale hemispherical photography and a photosynthesis model

   • Kensuke Kimura
   • Daisuke Yasutake
   • Masaharu Kitano

   OriginalPaper Open access 09 July 2022 Pages: 114 - 138

   

7. Pineapple (Ananas comosus) fruit detection and localization in natural environment based on binocular stereo vision and improved YOLOv3 model

   • Tian-Hu Liu
   • Xiang-Ning Nie
   • Long Qi

   OriginalPaper 18 July 2022 Pages: 139 - 160

   

8. Characterization of portuguese sown rainfed grasslands using remote sensing and machine learning

   • Tiago G. Morais
   • Marjan Jongen
   • Ricardo F.M. Teixeira

   OriginalPaper 27 July 2022 Pages: 161 - 186

   

9. UAV-based multi-sensor data fusion and machine learning algorithm for yield prediction in wheat

   • Shuaipeng Fei
   • Muhammad Adeel Hassan
   • Yuntao Ma

   OriginalPaper 03 August 2022 Pages: 187 - 212

   

10. Vegetation indices as a Tool for Mapping Sugarcane Management Zones

    • Felipe Cardoso de Oliveira Maia
    • Vinícius Bof Bufon
    • Tairone Paiva Leão

    OriginalPaper Open access 01 August 2022 Pages: 213 - 234

    

11. Grape leaf disease identification with sparse data via generative adversarial networks and convolutional neural networks

    • Yiping Chen
    • Qiufeng Wu

    OriginalPaper 07 August 2022 Pages: 235 - 253

    

12. Efficient tomato harvesting robot based on image processing and deep learning

    • Zhonghua Miao
    • Xiaoyou Yu
    • Teng Sun

    OriginalPaper 05 August 2022 Pages: 254 - 287

    

13. Utility of visible and near-infrared spectroscopy to predict base neutralizing capacity and lime requirement of quaternary soils

    • Michael Horf
    • Eric Bönecke
    • Sebastian Vogel

    OriginalPaper Open access 25 August 2022 Pages: 288 - 309

    

14. Land-forming for irrigation (LFI) on a lowland soil protects rice yields while improving irrigation distribution uniformity

    • M. Bueno
    • A. Roel
    • J. Parfitt

    OriginalPaper 24 August 2022 Pages: 310 - 325

    

15. A new method based on machine learning to forecast fruit yield using spectrometric data: analysis in a fruit supply chain context

    • Javier E. Gómez-Lagos
    • Marcela C. González-Araya
    • Luis G. Acosta Espejo

    OriginalPaper 26 August 2022 Pages: 326 - 352

    

16. The estimation of wheat tiller number based on UAV images and gradual change features (GCFs)

    • Tao Liu
    • Yuanyuan Zhao
    • Chengming Sun

    OriginalPaper 12 August 2022 Pages: 353 - 374

    

17. The need for streamlining precision agriculture data in Africa

    • Tegbaru B. Gobezie
    • Asim Biswas

    Brief Communication 14 June 2022 Pages: 375 - 383

    

18. How can precision farming work on a small scale? A systematic literature review

    • Tamás Mizik

    Review Open access 01 July 2022 Pages: 384 - 406