Applying RGB-and thermal-based vegetation indices from UAVs for high-throughput field phenotyping of drought tolerance in forage grasses

T De Swaef, WH Maes, J Aper, J Baert, M Cougnon… - Remote Sensing, 2021 - mdpi.com
The persistence and productivity of forage grasses, important sources for feed production,
are threatened by climate change-induced drought. Breeding programs are in search of new …

Evaluation of UAV-derived multimodal remote sensing data for biomass prediction and drought tolerance assessment in bioenergy sorghum

J Li, DP Schachtman, CF Creech, L Wang, Y Ge, Y Shi - The Crop Journal, 2022 - Elsevier
Screening for drought tolerance is critical to ensure high biomass production of bioenergy
sorghum in arid or semi-arid environments. The bottleneck in drought tolerance selection is …

Affordable phenotyping of winter wheat under field and controlled conditions for drought tolerance

D Kumar, S Kushwaha, C Delvento, Ž Liatukas… - Agronomy, 2020 - mdpi.com
Drought stress is one of the key plant stresses reducing grain yield in cereal crops
worldwide. Although it is not a breeding target in Northern Europe, the changing climate and …

UAV remote sensing for phenotyping drought tolerance in peanuts

M Balota, J Oakes - … air and ground sensing systems for …, 2017 - spiedigitallibrary.org
Farmers can benefit from growing drought tolerant peanut (Arachis hypogaea L.) cultivars
with improved yield when rainfall is sporadic. In the Virginia-Carolina (VC) region, drought is …

Bottlenecks and opportunities in field-based high-throughput phenotyping for heat and drought stress

NT Hein, IA Ciampitti… - Journal of Experimental …, 2021 - academic.oup.com
Flowering and grain-filling stages are highly sensitive to heat and drought stress exposure,
leading to significant loss in crop yields. Therefore, phenotyping to enhance resilience to …

UAVs challenge to assess water stress for sustainable agriculture

J Gago, C Douthe, RE Coopman, PP Gallego… - Agricultural water …, 2015 - Elsevier
Unmanned aerial vehicles (UAVs) present an exciting opportunity to monitor crop fields with
high spatial and temporal resolution remote sensing capable of improving water stress …

[HTML][HTML] Comparative aerial and ground based high throughput phenotyping 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 phenotyping platforms (HTPPs) provide novel opportunities to more
effectively dissect the genetic basis of drought-adaptive traits. This genome-wide association …

[HTML][HTML] Evaluation of UAV-based drought indices for crop water conditions monitoring: A case study of summer maize

M Cheng, C Sun, C Nie, S Liu, X Yu, Y Bai, Y Liu… - Agricultural Water …, 2023 - Elsevier
Accurately monitoring the crop water conditions (CWC) is vital for agricultural water
management. Traditional in situ measurements are limited by inefficiency and lack of spatial …

UAV-based thermal imaging for high-throughput field phenotyping of black poplar response to drought

R Ludovisi, F Tauro, R Salvati, S Khoury… - Frontiers in plant …, 2017 - frontiersin.org
Poplars are fast-growing, high-yielding forest tree species, whose cultivation as second-
generation biofuel crops is of increasing interest and can efficiently meet emission reduction …

Effectiveness of vegetation indices and UAV-multispectral imageries in assessing the response of hybrid maize (Zea mays L.) to water deficit stress under field …

P Pipatsitee, R Tisarum, K Taota… - Environmental …, 2023 - Springer
Unmanned aerial vehicles (UAVs) equipped with multi-sensors are one of the most
innovative technologies for measuring plant health and predicting final yield in field …