Remote sensing in field crop monitoring: A comprehensive review of sensor systems, data analyses and recent advances

E Omia, H Bae, E Park, MS Kim, I Baek, I Kabenge… - Remote Sensing, 2023 - mdpi.com
The key elements that underpin food security require the adaptation of agricultural systems
to support productivity increases while minimizing inputs and the adverse effects of climate …

[HTML][HTML] Remote sensing image fusion on 3D scenarios: A review of applications for agriculture and forestry

JM Jurado, A López, L Pádua, JJ Sousa - International journal of applied …, 2022 - Elsevier
Abstract Three-dimensional (3D) image map** of real-world scenarios has a great
potential to provide the user with a more accurate scene understanding. This will enable …

UAV and machine learning based refinement of a satellite-driven vegetation index for precision agriculture

V Mazzia, L Comba, A Khaliq, M Chiaberge, P Gay - Sensors, 2020 - mdpi.com
Precision agriculture is considered to be a fundamental approach in pursuing a low-input,
high-efficiency, and sustainable kind of agriculture when performing site-specific …

[HTML][HTML] Cooperation of unmanned systems for agricultural applications: A theoretical framework

M Mammarella, L Comba, A Biglia, F Dabbene… - Biosystems …, 2022 - Elsevier
Highlights•Autonomous ground and aerial vehicles can lead to improve agriculture
management.•A collaborative scheme based on a multi-phase approach is …

Field assessment of a pulse width modulation (PWM) spray system applying different spray volumes: duty cycle and forward speed effects on vines spray coverage

M Grella, F Gioelli, P Marucco, I Zwertvaegher… - Precision …, 2022 - Springer
The pulse width modulation (PWM) spray system is the most advanced technology to obtain
variable rate spray application without varying the operative sprayer parameters (eg spray …

Advances in unmanned aerial system remote sensing for precision viticulture

A Sassu, F Gambella, L Ghiani, L Mercenaro, M Caria… - Sensors, 2021 - mdpi.com
New technologies for management, monitoring, and control of spatio-temporal crop
variability in precision viticulture scenarios are numerous. Remote sensing relies on sensors …

Comparison of aerial and ground 3D point clouds for canopy size assessment in precision viticulture

A Pagliai, M Ammoniaci, D Sarri, R Lisci, R Perria… - Remote Sensing, 2022 - mdpi.com
In precision viticulture, the intra-field spatial variability characterization is a crucial step to
efficiently use natural resources by lowering the environmental impact. In recent years …

Evaluation of novel precision viticulture tool for canopy biomass estimation and missing plant detection based on 2.5 D and 3D approaches using RGB images …

SF Di Gennaro, A Matese - Plant Methods, 2020 - Springer
Background The knowledge of vine vegetative status within a vineyard plays a key role in
canopy management in order to achieve a correct vine balance and reach the final desired …

Geometrical characterization of hazelnut trees in an intensive orchard by an unmanned aerial vehicle (UAV) for precision agriculture applications

A Vinci, R Brigante, C Traini, D Farinelli - Remote Sensing, 2023 - mdpi.com
Knowledge of tree size is of great importance for the precision management of a hazelnut
orchard. In fact, it has been shown that site-specific crop management allows for the best …

[HTML][HTML] An optimized approach for generating dense thermal point clouds from UAV-imagery

A López, JM Jurado, CJ Ogayar, FR Feito - ISPRS Journal of …, 2021 - Elsevier
Thermal infrared (TIR) images acquired from Unmanned Aircraft Vehicles (UAV) are gaining
scientific interest in a wide variety of fields. However, the reconstruction of three-dimensional …