[HTML][HTML] Applications of remote sensing in precision agriculture: A review

RP Sishodia, RL Ray, SK Singh - Remote sensing, 2020 - mdpi.com
Agriculture provides for the most basic needs of humankind: food and fiber. The introduction
of new farming techniques in the past century (eg, during the Green Revolution) has helped …

[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 …

Perspectives for remote sensing with unmanned aerial vehicles in precision agriculture

WH Maes, K Steppe - Trends in plant science, 2019 - cell.com
Remote sensing with unmanned aerial vehicles (UAVs) is a game-changer in precision
agriculture. It offers unprecedented spectral, spatial, and temporal resolution, but can also …

[HTML][HTML] A review on evapotranspiration estimation in agricultural water management: Past, present, and future

S Wanniarachchi, R Sarukkalige - Hydrology, 2022 - mdpi.com
Evapotranspiration (ET) is a major component of the water cycle and agricultural water
balance. Estimation of water consumption over agricultural areas is important for agricultural …

Applications of UAV thermal imagery in precision agriculture: State of the art and future research outlook

G Messina, G Modica - Remote Sensing, 2020 - mdpi.com
Low-altitude remote sensing (RS) using unmanned aerial vehicles (UAVs) is a powerful tool
in precision agriculture (PA). In that context, thermal RS has many potential uses. The …

An overview of current and potential applications of thermal remote sensing in precision agriculture

S Khanal, J Fulton, S Shearer - Computers and electronics in agriculture, 2017 - Elsevier
Precision agriculture (PA) utilizes tools and technologies to identify in-field soil and crop
variability for improving farming practices and optimizing agronomic inputs. Traditionally …

Assessment for crop water stress with infrared thermal imagery in precision agriculture: A review and future prospects for deep learning applications

Z Zhou, Y Majeed, GD Naranjo… - … and Electronics in …, 2021 - Elsevier
With the increasing global water scarcity, efficient assessment methods for crop water stress
have become a prerequisite to perform precision irrigation scheduling. The 1accessibility of …

[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 …

[HTML][HTML] Evaluation of Drought Tolerance of Some Wheat (Triticum aestivum L.) Genotypes through Phenology, Growth, and Physiological Indices

MK Chowdhury, MA Hasan, MM Bahadur, MR Islam… - Agronomy, 2021 - mdpi.com
Increasing human population and changing climate, which have given rise to frequent
drought spells, pose a serious threat to global food security, while identification of high …