[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 …

Machine learning approaches for crop yield prediction and nitrogen status estimation in precision agriculture: A review

A Chlingaryan, S Sukkarieh, B Whelan - Computers and electronics in …, 2018 - Elsevier
Accurate yield estimation and optimised nitrogen management is essential in agriculture.
Remote sensing (RS) systems are being more widely used in building decision support tools …

[HTML][HTML] Challenges and future perspectives of multi-/Hyperspectral thermal infrared remote sensing for crop water-stress detection: A review

M Gerhards, M Schlerf, K Mallick, T Udelhoven - Remote Sensing, 2019 - mdpi.com
Thermal infrared (TIR) multi-/hyperspectral and sun-induced fluorescence (SIF) approaches
together with classic solar-reflective (visible, near-, and shortwave infrared reflectance …

Benefits of hyperspectral imaging for plant disease detection and plant protection: a technical perspective

S Thomas, MT Kuska, D Bohnenkamp… - Journal of Plant …, 2018 - Springer
The detection and identification of plant diseases is crucial for an appropriate and targeted
application of plant protection measures in crop production. Recently, intensive research …

Methodology of drought stress research: Experimental setup and physiological characterization

N Osmolovskaya, J Shumilina, A Kim, A Didio… - International journal of …, 2018 - mdpi.com
Drought is one of the major stress factors affecting the growth and development of plants. In
this context, drought-related losses of crop plant productivity impede sustainable agriculture …

Application of remote sensing in detecting and monitoring water stress in forests

TS Le, R Harper, B Dell - Remote Sensing, 2023 - mdpi.com
In the context of climate change, the occurrence of water stress in forest ecosystems, which
are solely dependent on precipitation, has exhibited a rising trend, even among species that …

Evaluating the sensitivity of water stressed maize chlorophyll and structure based on UAV derived vegetation indices

L Zhang, W Han, Y Niu, JL Chávez, G Shao… - … and Electronics in …, 2021 - Elsevier
To further assess the sensitivity of crop chlorophyll and structure based on UAV vegetation
indices (VIs) to maize water stress, a study was carried out in a maize field located in Inner …

Crop reflectance monitoring as a tool for water stress detection in greenhouses: A review

N Katsoulas, A Elvanidi, KP Ferentinos, M Kacira… - Biosystems …, 2016 - Elsevier
Highlights•Challenges detecting water status in greenhouses by remote sensing
presented.•Sensors available for reflectance sensing and applications are …

Modelling water stress in a Shiraz vineyard using hyperspectral imaging and machine learning

K Loggenberg, A Strever, B Greyling, N Poona - Remote Sensing, 2018 - mdpi.com
The detection of water stress in vineyards plays an integral role in the sustainability of high-
quality grapes and prevention of devastating crop loses. Hyperspectral remote sensing …

Hyperspectral versus multispectral crop-productivity modeling and type discrimination for the HyspIRI mission

I Mariotto, PS Thenkabail, A Huete… - Remote Sensing of …, 2013 - Elsevier
Precise monitoring of agricultural crop biomass and yield quantities is critical for crop
production management and prediction. The goal of this study was to compare …