[HTML][HTML] Multi-sensor spectral synergies for crop stress detection and monitoring in the optical domain: A review

K Berger, M Machwitz, M Kycko, SC Kefauver… - Remote sensing of …, 2022 - Elsevier
Remote detection and monitoring of the vegetation responses to stress became relevant for
sustainable agriculture. Ongoing developments in optical remote sensing technologies have …

[HTML][HTML] Deep learning techniques for hyperspectral image analysis in agriculture: A review

MF Guerri, C Distante, P Spagnolo, F Bougourzi… - ISPRS Open Journal of …, 2024 - Elsevier
In recent years, there has been a growing emphasis on assessing and ensuring the quality
of horticultural and agricultural produce. Traditional methods involving field measurements …

An extensive review on agricultural robots with a focus on their perception systems

A Thakur, S Venu, M Gurusamy - Computers and Electronics in Agriculture, 2023 - Elsevier
Agriculture represents an essential aspect of human existence, providing the sustenance
necessary for survival in the form of food and various other products. Additionally, it serves …
K Brewer, A Clulow, M Sibanda, S Gokool, V Naiken… - Remote Sensing, 2022 - mdpi.com
Smallholder farmers depend on healthy and productive crop yields to sustain their socio-
economic status and ensure livelihood security. Advances in South African precision …

[HTML][HTML] The role of remote sensing for the assessment and monitoring of forest health: A systematic evidence synthesis

P Torres, M Rodes-Blanco, A Viana-Soto, H Nieto… - Forests, 2021 - mdpi.com
Forests are increasingly subject to a number of disturbances that can adversely influence
their health. Remote sensing offers an efficient alternative for assessing and monitoring …

Agriculture automation

Y Edan, G Adamides, R Oberti - Springer handbook of automation, 2023 - Springer
Introduction of automation into agriculture has lowered production costs, reduced the
drudgery of tedious manual labor, increased the level of accuracy of mechanized …

Digital plant pathology: A foundation and guide to modern agriculture

MT Kuska, RHJ Heim, I Geedicke, KM Gold… - Journal of Plant …, 2022 - Springer
Over the last 20 years, researchers in the field of digital plant pathology have chased the
goal to implement sensors, machine learning and new technologies into knowledge-based …

Modelling hyperspectral-and thermal-based plant traits for the early detection of Phytophthora-induced symptoms in oak decline

A Hornero, PJ Zarco-Tejada, JL Quero… - Remote Sensing of …, 2021 - Elsevier
Holm oak decline is a complex phenomenon mainly influenced by the presence of
Phytophthora cinnamomi and water stress. Plant functional traits (PTs) are altered during the …

[HTML][HTML] Early detection of pine shoot beetle attack using vertical profile of plant traits through UAV-based hyperspectral, thermal, and lidar data fusion

Q Lin, H Huang, J Wang, L Chen, H Du… - International Journal of …, 2023 - Elsevier
Pine shoot beetle (PSB) is one of the most damaging forest insects of Yunnan pine
plantations in southwest China. However, the subtle symptoms of heterogeneous tree …