Applications of UAS in crop biomass monitoring: A review

T Wang, Y Liu, M Wang, Q Fan, H Tian… - Frontiers in plant …, 2021 - frontiersin.org
Biomass is an important indicator for evaluating crops. The rapid, accurate and
nondestructive monitoring of biomass is the key to smart agriculture and precision …

Yield sensing technologies for perennial and annual horticultural crops: A review

L Longchamps, B Tisseyre, J Taylor, L Sagoo… - Precision …, 2022 - Springer
Yield maps provide a detailed account of crop production and potential revenue of a farm.
This level of details enables a range of possibilities from improving input management …

Prediction of strawberry dry biomass from UAV multispectral imagery using multiple machine learning methods

C Zheng, A Abd-Elrahman, V Whitaker, C Dalid - Remote Sensing, 2022 - mdpi.com
Biomass is a key biophysical parameter for precision agriculture and plant breeding. Fast,
accurate and non-destructive monitoring of biomass enables various applications related to …

Prediction of plant-level tomato biomass and yield using machine learning with unmanned aerial vehicle imagery

K Tatsumi, N Igarashi, X Mengxue - Plant Methods, 2021 - Springer
Background The objective of this study is twofold. First, ascertain the important variables that
predict tomato yields from plant height (PH) and vegetation index (VI) maps. The maps were …

Temporal prediction and evaluation of Brassica growth in the field using conditional generative adversarial networks

L Drees, LV Junker-Frohn, J Kierdorf… - … and Electronics in …, 2021 - Elsevier
Farmers frequently assess plant growth and performance as basis for making decisions
when to take action in the field, such as fertilization, weed control, or harvesting. The …

[HTML][HTML] Under-Canopy Drone 3D Surveys for Wild Fruit Hotspot Mapping

P Trybała, L Morelli, F Remondino, L Farrand… - Drones, 2024 - mdpi.com
Advances in mobile robotics and AI have significantly expanded their application across
various domains and challenging conditions. In the past, this has been limited to safe …

[HTML][HTML] The use of synthetic aperture radar technology for crop biomass monitoring: a systematic review

M Parag, R Lottering, K Peerbhay, N Agjee… - … Applications: Society and …, 2024 - Elsevier
In agriculture, crop biomass is a vital indicator of the overall health of an ecosystem. Recent
developments in synthetic aperture radar (SAR) technologies have promoted the application …

Advancements in UAV Remote Sensing for Agricultural Yield Estimation: A Systematic Comprehensive Review of Platforms, Sensors, and Data Analytics

SA Gade, MJ Madolli, P García‐Caparrós… - Remote Sensing …, 2024 - Elsevier
Traditional yield estimation approaches are quite tedious, time-consuming, and labor-
intensive. Unmanned aerial vehicles (UAVs) present an exciting opportunity to estimate crop …

Deciphering salt stress responses in Solanum pimpinellifolium through high‐throughput phenotyping

M Morton, G Fiene, HI Ahmed, E Rey… - The Plant …, 2024 - Wiley Online Library
Soil salinity is a major environmental stressor affecting agricultural productivity worldwide.
Understanding plant responses to salt stress is crucial for developing resilient crop varieties …

Estimating the frost damage index in lettuce using UAV-based RGB and multispectral images

Y Liu, S Ban, S Wei, L Li, M Tian, D Hu, W Liu… - Frontiers in Plant …, 2024 - frontiersin.org
Introduction The cold stress is one of the most important factors for affecting production
throughout year, so effectively evaluating frost damage is great significant to the …