Original ResearchPublished 9 October 2026A low-cost UAV-edge-cloud system for agricultural straw burning monitoring: multi-target detection and event-based alertingWannan Wang · Ying Zhang · Zeying Han · Tizhou Qiao · Tieying JiangFrontiers in Environmental Sciencedoi 10.3389/fenvs.2026.1966149
Original ResearchPublished 7 October 2026UWAD-Net: attention-enhanced underwater waste detection in freshwater pond environmentsBennet Benjamin S · Sumanth Ramamoorthy Rathnasekaran · Rohit Anand Patnaik · Sasithradevi Anbalagan · Vijayalakshmi MFrontiers in Waterdoi 10.3389/frwa.2026.1923979
Original ResearchPublished 1 October 2026Design of real-time safety behavior monitoring and violation identification system for construction sites combining YOLOv8-Seg and DeepSORTZhao Huang · Na Geng · Lai WeiFrontiers in Mechanical Engineeringdoi 10.3389/fmech.2026.1897663
Original ResearchPublished 14 September 2026Deep learning-based classification of wet direct seeded rice, broadcasted direct seeded rice and transplanted rice using drone imagery for precision agricultureAmrutha Lakshmi Gubbala · Santosha Rathod · Ramesh Dasyam · Mahender Kumar Rapolu · Arun Kumar Dasari · Pundarikakshudu Kurra · Hanuma Raviteja Madireddy · Prajwal R. Shashishekhar · Ravi V. Mural · Anil Kumar · Raman Meenakshi SundaramFrontiers in Remote Sensingdoi 10.3389/frsen.2026.1698781
Original ResearchPublished 4 September 2026Comparative assessment of YOLO-OBB models for AI-enabled mussel raft detection in VHR remote sensing imagery: insights from the Ría de Arousa, SpainFarshid Dabestani · Armin Moghimi · Amin Azhir · Mario Welzel · Hamid Ebadi · Mahmod Reza SahebiFrontiers in Remote Sensingdoi 10.3389/frsen.2026.1838735
Original ResearchPublished 28 August 2026A lightweight deep learning framework for early fire and smoke detection in forest fire monitoringJie Hu · Zishuai Jia · Jiaxin Feng · Yian Ding · Shujie Wang · Shuai Zhang · Juan LiuFrontiers in Forests and Global Changedoi 10.3389/ffgc.2026.1919686
Original ResearchPublished 25 August 2026A unified lightweight ADAS architecture integrating traffic sign recognition, forward collision warning, and bimodal distillation for autonomous perceptionM. Maddan · N. Sankkarshana · M. Gayathri · S. G. Rahul · T. M. AmirthalakshmiFrontiers in Future Transportationdoi 10.3389/ffutr.2026.1889785
Original ResearchPublished 23 June 2026Influence of localized roadway surface obstacles on vehicular emissions under real-world urban driving conditionsVictor Cardoso Oliveira · Thiago Iachiley Araújo de Souza · Nicole Souza Batista · Bruno Vieira Bertoncini · Verônica Teixeira Franco Castelo BrancoFrontiers in Big Datadoi 10.3389/fdata.2026.1807559
