Internet of Things in agriculture, recent advances and future challenges

A Tzounis, N Katsoulas, T Bartzanas, C Kittas - Biosystems engineering, 2017 - Elsevier
Highlights•IoT and Cloud solutions introduced in agriculture are presented.•Widely used
sensors in agricultural deployments are surveyed.•The potential of interoperable software …

Implementing sustainable irrigation in water-scarce regions under the impact of climate change

G Nikolaou, D Neocleous, A Christou, E Kitta… - Agronomy, 2020 - mdpi.com
The sustainability of irrigated agriculture is threatening due to adverse climate change, given
future projections that every one in four people on Earth might be suffering from extreme …

Remote sensing and machine learning for crop water stress determination in various crops: a critical review

SS Virnodkar, VK Pachghare, VC Patil, SK Jha - Precision Agriculture, 2020 - Springer
The remote sensing (RS) technique is less cost-and labour-intensive than ground-based
surveys for diverse applications in agriculture. Machine learning (ML), a branch of artificial …

A review of visible and near-infrared (Vis-NIR) spectroscopy application in plant stress detection

SADM Zahir, AF Omar, MF Jamlos, MAM Azmi… - Sensors and Actuators A …, 2022 - Elsevier
Health monitoring in plants is vital for agricultural sustainability. Currently, the number of
techniques able to detect plant stress and disease at an early stage is limited. Prevention of …

Irrigation management of European greenhouse vegetable crops

L Incrocci, RB Thompson… - Agricultural Water …, 2020 - Elsevier
In Europe, most greenhouse vegetable crops are grown in soil. Where soilless systems are
used, apart from in The Netherlands, Belgium and France, they are mostly free-draining …

Sensitivity of spectral vegetation indices for monitoring water stress in tomato plants

SO Ihuoma, CA Madramootoo - Computers and Electronics in Agriculture, 2019 - Elsevier
Innovations in irrigation water management are required to optimize agricultural water use in
water stressed regions of the world, and physiological response of plants to water stress is …

Monitoring natural and anthropogenic plant stressors by hyperspectral remote sensing: Recommendations and guidelines based on a meta-review

G Lassalle - Science of the Total Environment, 2021 - Elsevier
This review outlines the advances achieved in monitoring natural and anthropogenic plant
stressors by hyperspectral remote sensing over the last 50 years. A broad diversity of …

Irrigation of greenhouse crops

G Nikolaou, D Neocleous, N Katsoulas, C Kittas - Horticulturae, 2019 - mdpi.com
Precision agricultural greenhouse systems indicate considerable scope for improvement of
irrigation management practices, since growers typically irrigate crops based on their …

Application of reflectance indices for remote sensing of plants and revealing actions of stressors

A Kior, V Sukhov, E Sukhova - Photonics, 2021 - mdpi.com
Environmental conditions are very changeable; fluctuations in temperature, precipitation,
illumination intensity, and other factors can decrease a plant productivity and crop. The …

[HTML][HTML] The feasibility of hand-held thermal and UAV-based multispectral imaging for canopy water status assessment and yield prediction of irrigated African …

PR Mwinuka, BP Mbilinyi, WB Mbungu… - Agricultural Water …, 2021 - Elsevier
This study was conducted to evaluate the feasibility of a mobile phone-based thermal and
UAV-based multispectral imaging to assess the irrigation performance of African eggplant …