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[HTML][HTML] A review of robots, perception, and tasks in precision agriculture
This review reports the recent state of the art in the field of mobile robots applied to precision
agriculture. After a brief introduction to precision agriculture, the review focuses on two main …
agriculture. After a brief introduction to precision agriculture, the review focuses on two main …
Using remote sensing to identify individual tree species in orchards: A review
A Ozdarici-Ok, AO Ok - Scientia Horticulturae, 2023 - Elsevier
Fruit trees are an essential subset of all tree species due to their high water and nutrient
content. They play a vital role in human nutrition and provide a significant economic boost …
content. They play a vital role in human nutrition and provide a significant economic boost …
A survey of ranging and imaging techniques for precision agriculture phenoty**
FY Narvaez, G Reina, M Torres-Torriti… - IEEE/ASME …, 2017 - ieeexplore.ieee.org
Agricultural production must double by 2050 in order to meet the expected food demand due
to population growth. Precision agriculture is the key to improve productivity and efficiency in …
to population growth. Precision agriculture is the key to improve productivity and efficiency in …
[HTML][HTML] UAV-based multi-sensor data fusion for urban land cover map** using a deep convolutional neural network
A Elamin, A El-Rabbany - Remote sensing, 2022 - mdpi.com
Accurate and up-to-date land cover classification information is essential for many
applications, such as land-use change detection, global environmental change, and forest …
applications, such as land-use change detection, global environmental change, and forest …
[HTML][HTML] The potential of combining satellite and airborne remote sensing data for habitat classification and monitoring in forest landscapes
Map** and monitoring of habitats are requirements for protecting biodiversity. In this study,
we investigated the benefit of combining airborne (laser scanning, image-based point …
we investigated the benefit of combining airborne (laser scanning, image-based point …
[PDF][PDF] Augmenting weighted average with confusion matrix to enhance classification accuracy
VM Patro, MR Patra - Transactions on Machine Learning and Artificial …, 2014 - Citeseer
Accuracy of a classifier or predictor is normally estimated with the help of confusion matrix,
which is a useful tool for analyzing how well the classifier can recognize tuples of different …
which is a useful tool for analyzing how well the classifier can recognize tuples of different …
Map** individual tree health using full-waveform airborne laser scans and imaging spectroscopy: A case study for a floodplain eucalypt forest
Declining forest health can affect crucial ecosystem functions, such as carbon storage in
biomass and soils, the regulation of water regimes, the modulation of regional climate and …
biomass and soils, the regulation of water regimes, the modulation of regional climate and …
Radiometric correction and normalization of airborne LiDAR intensity data for improving land-cover classification
Radiometric correction of airborne LiDAR intensity data has been proposed based on the
use of the radar (range) equation for removing the effects of attenuation due to system and …
use of the radar (range) equation for removing the effects of attenuation due to system and …
[HTML][HTML] Fusion of airborne discrete-return LiDAR and hyperspectral data for land cover classification
Accurate land cover classification information is a critical variable for many applications. This
study presents a method to classify land cover using the fusion data of airborne discrete …
study presents a method to classify land cover using the fusion data of airborne discrete …
[HTML][HTML] Full-waveform airborne laser scanning in vegetation studies—a review of point cloud and waveform features for tree species classification
K Koenig, B Höfle - Forests, 2016 - mdpi.com
In recent years, small-footprint full-waveform airborne laser scanning has become readily
available and established for vegetation studies in the fields of forestry, agriculture and …
available and established for vegetation studies in the fields of forestry, agriculture and …