Integrating remote sensing with ecology and evolution to advance biodiversity conservation

J Cavender-Bares, FD Schneider, MJ Santos… - Nature Ecology & …, 2022 - nature.com
Remote sensing has transformed the monitoring of life on Earth by revealing spatial and
temporal dimensions of biological diversity through structural, compositional and functional …

LiDAR applications in precision agriculture for cultivating crops: A review of recent advances

G Rivera, R Porras, R Florencia… - … and electronics in …, 2023 - Elsevier
Abstract In recent years, Light Detection and Ranging (LiDAR) technology has been one of
the most innovative subjects in laser scanning, remote sensing, and object detection …

Remote sensing of solar-induced chlorophyll fluorescence (SIF) in vegetation: 50 years of progress

GH Mohammed, R Colombo, EM Middleton… - Remote sensing of …, 2019 - Elsevier
Remote sensing of solar-induced chlorophyll fluorescence (SIF) is a rapidly advancing front
in terrestrial vegetation science, with emerging capability in space-based methodologies …

A review of computer vision technologies for plant phenotyping

Z Li, R Guo, M Li, Y Chen, G Li - Computers and Electronics in Agriculture, 2020 - Elsevier
Plant phenotype plays an important role in genetics, botany, and agronomy, while the
currently popular methods for phenotypic trait measurement have some limitations in …

Machine learning for high-throughput stress phenotyping in plants

A Singh, B Ganapathysubramanian, AK Singh… - Trends in plant …, 2016 - cell.com
Advances in automated and high-throughput imaging technologies have resulted in a
deluge of high-resolution images and sensor data of plants. However, extracting patterns …

A review of imaging techniques for plant phenotyping

L Li, Q Zhang, D Huang - Sensors, 2014 - mdpi.com
Given the rapid development of plant genomic technologies, a lack of access to plant
phenotyping capabilities limits our ability to dissect the genetics of quantitative traits …

Challenges and opportunities in machine-augmented plant stress phenotyping

A Singh, S Jones, B Ganapathysubramanian… - Trends in Plant …, 2021 - cell.com
Plant stress phenotyping is essential to select stress-resistant varieties and develop better
stress-management strategies. Standardization of visual assessments and deployment of …

Field high-throughput phenotyping: the new crop breeding frontier

JL Araus, JE Cairns - Trends in plant science, 2014 - cell.com
Constraints in field phenotyping capability limit our ability to dissect the genetics of
quantitative traits, particularly those related to yield and stress tolerance (eg, yield potential …

Lidar sheds new light on plant phenomics for plant breeding and management: Recent advances and future prospects

S Jin, X Sun, F Wu, Y Su, Y Li, S Song, K Xu… - ISPRS Journal of …, 2021 - Elsevier
Plant phenomics is a new avenue for linking plant genomics and environmental studies,
thereby improving plant breeding and management. Remote sensing techniques have …

Phenotyping plant responses to biotic stress by chlorophyll fluorescence imaging

ML Pérez-Bueno, M Pineda, M Barón - Frontiers in plant science, 2019 - frontiersin.org
Photosynthesis is a pivotal process in plant physiology, and its regulation plays an important
role in plant defense against biotic stress. Interactions with pathogens and pests often cause …