A starting guide to root ecology: strengthening ecological concepts and standardising root classification, sampling, processing and trait measurements
In the context of a recent massive increase in research on plant root functions and their
impact on the environment, root ecologists currently face many important challenges to keep …
impact on the environment, root ecologists currently face many important challenges to keep …
Lidar sheds new light on plant phenomics for plant breeding and management: Recent advances and future prospects
Plant phenomics is a new avenue for linking plant genomics and environmental studies,
thereby improving plant breeding and management. Remote sensing techniques have …
thereby improving plant breeding and management. Remote sensing techniques have …
Soybean yield prediction from UAV using multimodal data fusion and deep learning
M Maimaitijiang, V Sagan, P Sidike, S Hartling… - Remote sensing of …, 2020 - Elsevier
Preharvest crop yield prediction is critical for grain policy making and food security. Early
estimation of yield at field or plot scale also contributes to high-throughput plant phenotyping …
estimation of yield at field or plot scale also contributes to high-throughput plant phenotyping …
Above-ground biomass estimation and yield prediction in potato by using UAV-based RGB and hyperspectral imaging
Rapid and accurate biomass and yield estimation facilitates efficient plant phenotyping and
site-specific crop management. A low altitude unmanned aerial vehicle (UAV) was used to …
site-specific crop management. A low altitude unmanned aerial vehicle (UAV) was used to …
Plant functional trait change across a warming tundra biome
The tundra is warming more rapidly than any other biome on Earth, and the potential
ramifications are far-reaching because of global feedback effects between vegetation and …
ramifications are far-reaching because of global feedback effects between vegetation and …
Crop monitoring using satellite/UAV data fusion and machine learning
M Maimaitijiang, V Sagan, P Sidike, AM Daloye… - Remote Sensing, 2020 - mdpi.com
Non-destructive crop monitoring over large areas with high efficiency is of great significance
in precision agriculture and plant phenotyping, as well as decision making with regards to …
in precision agriculture and plant phenotyping, as well as decision making with regards to …
High throughput determination of plant height, ground cover, and above-ground biomass in wheat with LiDAR
JA Jimenez-Berni, DM Deery… - Frontiers in plant …, 2018 - frontiersin.org
Crop improvement efforts are targeting increased above-ground biomass and radiation-use
efficiency as drivers for greater yield. Early ground cover and canopy height contribute to …
efficiency as drivers for greater yield. Early ground cover and canopy height contribute to …
Peatland warming strongly increases fine-root growth
A Malhotra, DJ Brice, J Childs… - Proceedings of the …, 2020 - National Acad Sciences
Belowground climate change responses remain a key unknown in the Earth system. Plant
fine-root response is especially important to understand because fine roots respond quickly …
fine-root response is especially important to understand because fine roots respond quickly …
Beyond 3-D: The new spectrum of lidar applications for earth and ecological sciences
Capturing and quantifying the world in three dimensions (x, y, z) using light detection and
ranging (lidar) technology drives fundamental advances in the Earth and Ecological …
ranging (lidar) technology drives fundamental advances in the Earth and Ecological …
Vegetation index weighted canopy volume model (CVMVI) for soybean biomass estimation from unmanned aerial system-based RGB imagery
M Maimaitijiang, V Sagan, P Sidike… - ISPRS journal of …, 2019 - Elsevier
Crop biomass estimation with high accuracy at low-cost is valuable for precision agriculture
and high-throughput phenotyping. Recent technological advances in Unmanned Aerial …
and high-throughput phenotyping. Recent technological advances in Unmanned Aerial …