Original Research
Published
AI-driven prediction of plant physiological traits in hemp using UAV-based multispectral imagery
Harjot Sidhu · Arnab Bhowmik · Harmandeep Sharma
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1843209
Library
Articles
Every article on Frontiers is peer reviewed, permanently archived and free to read.
Showing 75 articles
Original Research
Published
Comparative machine learning classification of a heterogeneous Ramsar wetland using Sentinel-1 and Sentinel-2 imagery with quantity and allocation disagreement diagnostics
Cornelia Chifurira · Erwin Sieben · Irvin Shandu · Sifiso Xulu
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1814582
Original Research
Published
Soil texture classification and mapping in semi-arid regions using machine learning and EnMAP hyperspectral data
Hassan Mosaid · Ahmed Barakat · Mohamed Bayad · Nora Ezouitine · Soufiane Hajaj · Hassan Ouakhir · Mohammed Hssaisoune · Khalid El Bahjaouy · Mohamed El garnaoui · Lhoussaine Bouchaou · El Houssaine Bouras
Frontiers in Soil Science
doi 10.3389/fsoil.2026.1864901
Original Research
Published
Comparative analysis on spectral characteristics of PRISMA and EnMAP hyperspectral missions
Valeria La Pegna · Sora Seo · Davide De Santis · Fabio Del Frate · Diego Loyola
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1856867
Methods
Published
High-precision individual tree canopy segmentation from UAV remote sensing imagery based on the improved BKFE-UNet model
Qi Liu · Cui Jia · Linghan Gao · Haonan Wang · Chenfei Shi · Mengyu Xu · Kaiyu Jia · Siyu Ma
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1861186
Brief Research Report
Published
Sequential feature selection for efficient landslide segmentation from multi-spectral data
Arsalaan Ahmad · Oktay Karakuş · Paul L. Rosin
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1877713
Original Research
Published
SAU-MTF: Siamese attention U-Net with multimodal temporal fusion for accurate deforestation detection
Poovayar M. Priya
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1701194
Original Research
Published
Comparative evaluation of machine learning algorithms for integrated wetland modelling within a geospatial big data environment in Driefontein Grasslands of Zimbabwe
Nobert Tafadzwa Mukomberanwa · Ellen Boys · Last Keche · Kgabo Humphrey Thamaga
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1883314
Original Research
Published
SOE-YOLO: towards efficient and accurate small object detection in optical remote sensing imagery
Yimo Peng · Xiangyu Ge
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1869435
Original Research
Published
Long-term changes in dry-season water bodies and lake-littoral land-cover structure of typical lakes in the middle-lower Yangtze and Huai River basins, China (1999–2019)
Nanbo Lu · Wenping Jin · Xiangyuan Duan · Meng Zhang · Chengsi Zhang
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1869619
Perspective
Published
Respiration-coordinated attentional switch from feedforward to top-down informational flow directed by the basal forebrain: layer-specific blanket inhibition of pyramidal cells by neurogliaform cells in the piriform cortex
Kensaku Mori · Hitoshi Sakano
Frontiers in Neural Circuits
doi 10.3389/fncir.2026.1859031
Original Research
Published
DSPE-ViT: a lightweight vision transformer with dynamic sparse positional encoding for dense small object detection in UAV imagery
Liya Cai · Shuping Li
Frontiers in Neurorobotics
doi 10.3389/fnbot.2026.1849093
Original Research
Published
NL-YOLOv5: a model with a larger receptive field and the ability to globally acquire features
Zhiyu Li · Jinhu Liu · Zhihao Zhuo · Lin Chen · Xiao Zeng · Di Li · Yongfa Zhou · Chunzhou Huang
Frontiers in Neurorobotics
doi 10.3389/fnbot.2026.1764856
Original Research
Published
Deep learning based thermal foot segmentation with probability inversion post-processing for automated epidural block assessment
Sungjoon Hong · Milan Toma
Frontiers in Imaging
doi 10.3389/fimag.2026.1795278
Original Research
Published
Assessing spatial and temporal patterns of grapevine vigor and yield using satellite remote sensing
Daniel Kingsley Cudjoe · Yazhou Sun · Justin Scheiner · Daniel Hillin · Pierre Helwi · Sanai Li · Wenxuan Guo
Frontiers in Horticulture
doi 10.3389/fhort.2026.1816162
Original Research
Published
Motor imagery affects both cortical and spinal circuitry: a transcranial and trans-spinal magnetic stimulation study
Asma Benachour · Nikolay Syrov · Mikhail Lebedev
Frontiers in Neural Circuits
doi 10.3389/fncir.2026.1809125
Original Research
Published
Spatio-temporal distribution and impacts of Prosopis juliflora: an application of remote sensing and experiential ecological knowledge in a semi-arid rangeland of Kenya
Haron Akala · Oliver Vivian Wasonga · Josephat Mungoche · Davis Ikiror · Charles Gachuiri · George Gitau
Pastoralism: Research, Policy and Practice
doi 10.3389/past.2026.15673
Original Research
Published
Information technologies as a new tool for reindeer pastures monitoring in arctic Russia
Vladimir Elsakov
Pastoralism: Research, Policy and Practice
doi 10.3389/past.2025.15241
Neuroergonomics
Published
How low can you go: evaluating electrode reduction methods for EEG-based speech imagery BCIs
Maurice Rekrut · Johannes Ihl · Tobias Jungbluth · Antonio Krüger
Frontiers in Neuroergonomics
doi 10.3389/fnrgo.2025.1578586
Neuroergonomics
Published
Identifying EEG biomarkers of sense of embodiment in virtual reality: insights from spatio-spectral features
Daniela Esteves · Madalena Valente · Shay Englander Bendor · Alexandre Andrade · Athanasios Vourvopoulos
Frontiers in Neuroergonomics
doi 10.3389/fnrgo.2025.1572851
Advanced Optical Technologies
Published
High resolution satellite imaging 0.5U-size freeform telescope for CubeSat
Jacek Wojtanowski
Advanced Optical Technologies
doi 10.3389/aot.2025.1568420
Mammal Science
Published
Eastern High Arctic–Baffin Bay beluga whale (Delphinapterus leucas) estuary abundance and use from space
Cortney A. Watt · Cody G. Carlyle · Claire A. Hornby · Bryanna A. H. Sherbo
Frontiers in Mammal Science
doi 10.3389/fmamm.2023.1208276
Neuroscience
Published
Movement-related cortical potentials in paraplegic patients: abnormal patterns and considerations for BCI-rehabilitation
Ren Xu · Ning Jiang · Aleksandra Vuckovic · Muhammad Hasan · Natalie Mrachacz-Kersting · David Allan · Matthew Fraser · Bahman Nasseroleslami · Bernie Conway · Kim Dremstrup · Dario Farina
Frontiers in Neuroengineering
doi 10.3389/fneng.2014.00035
Neuroscience
Published
Brain-computer interface-based robotic end effector system for wrist and hand rehabilitation: results of a three-armed randomized controlled trial for chronic stroke
Kai Keng Ang · Cuntai Guan · Kok Soon Phua · Chuanchu Wang · Longjiang Zhou · Ka Yin Tang · Gopal J. Ephraim Joseph · Christopher Wee Keong Kuah · Karen Sui Geok Chua
Frontiers in Neuroengineering
doi 10.3389/fneng.2014.00030
Neuroscience
Published
Exploration of the neural correlates of cerebral palsy for sensorimotor BCI control
Ian Daly · Josef Faller · Reinhold Scherer · Catherine M. Sweeney-Reed · Slawomir J. Nasuto · Martin Billinger · Gernot R. Müller-Putz
Frontiers in Neuroengineering
doi 10.3389/fneng.2014.00020
Neuroscience
Published
Brain-computer interface with somatosensory feedback improves functional recovery from severe hemiplegia due to chronic stroke
Takashi Ono · Keiichiro Shindo · Kimiko Kawashima · Naoki Ota · Mari Ito · Tetsuo Ota · Masahiko Mukaino · Toshiyuki Fujiwara · Akio Kimura · Meigen Liu · Junichi Ushiba
Frontiers in Neuroengineering
doi 10.3389/fneng.2014.00019
Neuroscience
Published
Decoding spectrotemporal features of overt and covert speech from the human cortex
Stéphanie Martin · Peter Brunner · Chris Holdgraf · Hans-Jochen Heinze · Nathan E. Crone · Jochem Rieger · Gerwin Schalk · Robert T. Knight · Brian N. Pasley
Frontiers in Neuroengineering
doi 10.3389/fneng.2014.00014