Smart breeding driven by big data, artificial intelligence, and integrated genomic-enviromic prediction

Y Xu, X Zhang, H Li, H Zheng, J Zhang, MS Olsen… - Molecular Plant, 2022 - cell.com
The first paradigm of plant breeding involves direct selection-based phenotypic observation,
followed by predictive breeding using statistical models for quantitative traits constructed …

Application of hyperspectral remote sensing role in precision farming and sustainable agriculture under climate change: A review

CB Pande, KN Moharir - Climate Change Impacts on Natural Resources …, 2023 - Springer
Each year, scholars, agronomists, scientists, and engineers have implemented several
technologies to improve low-cost agricultural production, but this has detrimental …

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 …

Smart farming in Europe

V Moysiadis, P Sarigiannidis, V Vitsas, A Khelifi - Computer science review, 2021 - Elsevier
Smart Farming is the new term in the agriculture sector, aiming to transform the traditional
techniques to innovative solutions based on Information Communication Technologies …

A review on the use of unmanned aerial vehicles and imaging sensors for monitoring and assessing plant stresses

JGA Barbedo - Drones, 2019 - mdpi.com
Unmanned aerial vehicles (UAVs) are becoming a valuable tool to collect data in a variety of
contexts. Their use in agriculture is particularly suitable, as those areas are often vast …

Accelerating climate resilient plant breeding by applying next-generation artificial intelligence

AL Harfouche, DA Jacobson, D Kainer, JC Romero… - Trends in …, 2019 - cell.com
Breeding crops for high yield and superior adaptability to new and variable climates is
imperative to ensure continued food security, biomass production, and ecosystem services …

[HTML][HTML] Comparative aerial and ground based high throughput phenoty** for the genetic dissection of NDVI as a proxy for drought adaptive traits in durum wheat

GE Condorelli, M Maccaferri, M Newcomb… - Frontiers in plant …, 2018 - frontiersin.org
High-throughput phenoty** platforms (HTPPs) provide novel opportunities to more
effectively dissect the genetic basis of drought-adaptive traits. This genome-wide association …

Capturing crop adaptation to abiotic stress using image-based technologies

N Al-Tamimi, P Langan, V Bernád, J Walsh… - Open …, 2022 - royalsocietypublishing.org
Farmers and breeders aim to improve crop responses to abiotic stresses and secure yield
under adverse environmental conditions. To achieve this goal and select the most resilient …

Time-series multispectral indices from unmanned aerial vehicle imagery reveal senescence rate in bread wheat

MA Hassan, M Yang, A Rasheed, X **, X **a, Y **ao… - Remote Sensing, 2018 - mdpi.com
Detection of senescence's dynamics in crop breeding is time consuming and needs
considerable details regarding its rate of progression and intensity. Normalized difference …

[HTML][HTML] Intensify production, transform biomass to energy and novel goods and protect soils in Europe—A vision how to mobilize marginal lands

P Schröder, B Beckers, S Daniels, F Gnädinger… - Science of the Total …, 2018 - Elsevier
The rapid increase of the world population constantly demands more food production from
agricultural soils. This causes conflicts, since at the same time strong interest arises on novel …