[HTML][HTML] Internet of things-based automated solutions utilizing machine learning for smart and real-time irrigation management: a review

B Nsoh, A Katimbo, H Guo, DM Heeren… - Sensors (Basel …, 2024 - pmc.ncbi.nlm.nih.gov
This systematic review critically evaluates the current state and future potential of real-time,
end-to-end smart, and automated irrigation management systems, focusing on integrating …

[HTML][HTML] Understanding spatio-temporal complexity of vegetation using drones, what could we improve?

J Müllerová, R Kent, J Brůna, M Bučas, J Estrany… - Journal of …, 2025 - Elsevier
Unraveling the intricate spatial and temporal complexities of vegetation represents a crucial
key to understanding ecosystem functioning. Drones, as cutting-edge technology, hold …

UAV‐based land surface temperatures and vegetation indices explain and predict spatial patterns of soil water isotopes in a tropical dry forest

M Beyer, A Iraheta, M Gerchow… - Water Resources …, 2025 - Wiley Online Library
The spatial variation of soil water isotopes (SWI)—representing the baseline for investigating
root water uptake (RWU) depths with water stable isotope techniques—has rarely been …

Association of body index with fecal microbiome in children cohorts with ethnic–geographic factor interaction: accurately using a Bayesian zero-inflated negative …

J Huang, Y Lu, F Tian, Y Ni - Msystems, 2024 - journals.asm.org
The exponential growth of high-throughput sequencing (HTS) data on the microbial
communities presents researchers with an unparalleled opportunity to delve deeper into the …

Combining UAV thermography, point cloud analysis and machine learning for assessing small‐scale evapotranspiration patterns in a tropical rainforest

Á Cortés‐Molino, A Valdés‐Uribe, F Ellsäßer… - …, 2024 - Wiley Online Library
Microclimate and vegetation structure control evapotranspiration (ET) from land surfaces at
stand and landscape scales. Tropical rainforests are among the most diverse and complex …

Scaling Forest Ecophysiology from the Leaf to the Globe

TS Magney, ZA Pierrat, CYS Wong - Authorea Preprints, 2024 - essopenarchive.org
The ability to optically detect reflected and emitted photons from vegetation has transformed
our understanding of forest ecophysiology, enabling detailed assessments of …

Development of Crop2Cloud: An IoT-integrated Platform for Automated Irrigation Scheduling Using Multi-source Stress Indices

B Nsoh - 2024 - digitalcommons.unl.edu
Efficient water management in agriculture is critical, as irrigation accounts for 70% of global
freshwater withdrawals. While precision agriculture technologies offer potential solutions …