Smart farming in Europe

V Moysiadis, P Sarigiannidis, V Vitsas, A Khelifi - Computer science review, 2021 - Elsevier
Smart Farming is the new term in the agriculture sector, aiming to transform the traditional
techniques to innovative solutions based on Information Communication Technologies …

A comprehensive review on recent applications of unmanned aerial vehicle remote sensing with various sensors for high-throughput plant phenotyping

L Feng, S Chen, C Zhang, Y Zhang, Y He - Computers and electronics in …, 2021 - Elsevier
High-throughput phenotyping has been widely studied in plant science to monitor plant
growth and analyze the influence of genotypes and environment on plant growth. To meet …

Remote sensing vegetation indices in viticulture: A critical review

R Giovos, D Tassopoulos, D Kalivas, N Lougkos… - Agriculture, 2021 - mdpi.com
One factor of precision agriculture is remote sensing, through which we can monitor
vegetation health and condition. Much research has been conducted in the field of remote …

A bibliometric review of the use of unmanned aerial vehicles in precision agriculture and precision viticulture for sensing applications

AP Singh, A Yerudkar, V Mariani, L Iannelli, L Glielmo - Remote Sensing, 2022 - mdpi.com
This review focuses on the use of unmanned aerial vehicles (UAVs) in precision agriculture,
and specifically, in precision viticulture (PV), and is intended to present a bibliometric …

Synthetic Minority Over-sampling TEchnique (SMOTE) and Logistic Model Tree (LMT)-Adaptive Boosting algorithms for classifying imbalanced datasets of nutrient and …

AD Amirruddin, FM Muharam, MH Ismail… - … and Electronics in …, 2022 - Elsevier
The conventional method to quantify leaf biochemical properties (nutrients and chlorophylls)
is tedious, labour-intensive, and impractical for vast oil palm plantation areas. Spectral …

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 …

Estimating maize above-ground biomass using 3D point clouds of multi-source unmanned aerial vehicle data at multi-spatial scales

W Zhu, Z Sun, J Peng, Y Huang, J Li, J Zhang, B Yang… - Remote Sensing, 2019 - mdpi.com
Crop above-ground biomass (AGB) is a key parameter used for monitoring crop growth and
predicting yield in precision agriculture. Estimating the crop AGB at a field scale through the …

Extraction of information about individual trees from high-spatial-resolution UAV-acquired images of an orchard

X Dong, Z Zhang, R Yu, Q Tian, X Zhu - Remote Sensing, 2020 - mdpi.com
The extraction of information about individual trees is essential to supporting the growing of
fruit in orchard management. Data acquired from spectral sensors mounted on unmanned …

[HTML][HTML] The role of LAI and leaf chlorophyll on NDVI estimated by UAV in grapevine canopies

G Caruso, G Palai, L Tozzini, C D'Onofrio, R Gucci - Scientia Horticulturae, 2023 - Elsevier
Despite the wide use of the Normalized Difference Vegetation Index (NDVI) in precision
viticulture, there are no studies aimed at discriminating the contribution of plant biomass …

Vineyard variability analysis through UAV-based vigour maps to assess climate change impacts

L Pádua, P Marques, T Adão, N Guimarães, A Sousa… - Agronomy, 2019 - mdpi.com
Climate change is projected to be a key influence on crop yields across the globe.
Regarding viticulture, primary climate vectors with a significant impact include temperature …