Standout Papers
Citation Impact
Citing Papers
Crop water stress maps for an entire growing season from visible and thermal UAV imagery
2016
Google Earth Engine: A Global Analysis and Future Trends
2023 Standout
A review of UAV monitoring in mining areas: current status and future perspectives
2019 Standout
Machine learning in agriculture domain: A state-of-art survey
2021 Standout
Crop yield prediction using machine learning: A systematic literature review
2020 Standout
Unmanned Aerial Vehicle Remote Sensing for Field-Based Crop Phenotyping: Current Status and Perspectives
2017
Combining computer vision and deep learning to enable ultra-scale aerial phenotyping and precision agriculture: A case study of lettuce production
2019
Beat the stress: breeding for climate resilience in maize for the tropical rainfed environments
2021
Unmanned Aerial Vehicles (UAVs): A Survey on Civil Applications and Key Research Challenges
2019 Standout
Individual Tree Detection from Unmanned Aerial Vehicle (UAV) Derived Canopy Height Model in an Open Canopy Mixed Conifer Forest
2017
Low-altitude, high-resolution aerial imaging systems for row and field crop phenotyping: A review
2015
Computer vision-based phenotyping for improvement of plant productivity: a machine learning perspective
2018
Soybean yield prediction from UAV using multimodal data fusion and deep learning
2019
What good are unmanned aircraft systems for agricultural remote sensing and precision agriculture?
2017
Plant Disease Recognition Model Based on Improved YOLOv5
2022 Standout
Computer vision technology in agricultural automation —A review
2019 Standout
UAV RTK/PPK Method—An Optimal Solution for Mapping Inaccessible Forested Areas?
2019 Standout
Internet-of-Things (IoT)-Based Smart Agriculture: Toward Making the Fields Talk
2019 Standout
Estimating Forest Stock Volume in Hunan Province, China, by Integrating In Situ Plot Data, Sentinel-2 Images, and Linear and Machine Learning Regression Models
2020
Comparison of UAV photograph-based and airborne lidar-based point clouds over forest from a forestry application perspective
2016
Global maize production, consumption and trade: trends and R&D implications
2022 Standout
Advances in Plant Disease Detection and Monitoring: From Traditional Assays to In-Field Diagnostics
2021
Combining Multi-Source Data and Machine Learning Approaches to Predict Winter Wheat Yield in the Conterminous United States
2020
Forestry Remote Sensing from Unmanned Aerial Vehicles: A Review Focusing on the Data, Processing and Potentialities
2020 Standout
Works of A. Hornero being referenced
A Novel Methodology to Estimate Single-Tree Biophysical Parameters from 3D Digital Imagery Compared to Aerial Laser Scanner Data
2014
Unmanned aerial platform-based multi-spectral imaging for field phenotyping of maize
2015
Chlorophyll content estimation in an open-canopy conifer forest with Sentinel-2A and hyperspectral imagery in the context of forest decline
2019
A Novel Remote Sensing Approach for Prediction of Maize Yield Under Different Conditions of Nitrogen Fertilization
2016
Previsual symptoms of Xylella fastidiosa infection revealed in spectral plant-trait alterations
2018 Standout
Monitoring the incidence of Xylella fastidiosa infection in olive orchards using ground-based evaluations, airborne imaging spectroscopy and Sentinel-2 time series through 3-D radiative transfer modelling
2019
Detection of Xylella fastidiosa infection symptoms with airborne multispectral and thermal imagery: Assessing bandset reduction performance from hyperspectral analysis
2020