Spectral saturation in the remote sensing of high-density vegetation traits: A systematic review of progress, challenges, and prospects

O Mutanga, A Masenyama, M Sibanda - ISPRS Journal of Photogrammetry …, 2023 - Elsevier
The saturation of spectral reflectance within densely vegetated regions is a renowned
challenge that has precluded the optimal use of broad-band remotely sensed data and its …

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 …

Estimation of potato above-ground biomass based on unmanned aerial vehicle red-green-blue images with different texture features and crop height

Y Liu, H Feng, J Yue, X Jin, Z Li, G Yang - Frontiers in plant science, 2022 - frontiersin.org
Obtaining crop above-ground biomass (AGB) information quickly and accurately is
beneficial to farmland production management and the optimization of planting patterns …

High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm

O Mutanga, E Adam, MA Cho - … Journal of Applied Earth Observation and …, 2012 - Elsevier
The saturation problem associated with the use of NDVI for biomass estimation in high
canopy density vegetation is a well known phenomenon. Recent field spectroscopy …

Evaluating the relationship between biomass, percent groundcover and remote sensing indices across six winter cover crop fields in Maryland, United States

K Prabhakara, WD Hively, GW McCarty - International journal of applied …, 2015 - Elsevier
Winter cover crops are an essential part of managing nutrient and sediment losses from
agricultural lands. Cover crops lessen sedimentation by reducing erosion, and the …

The superiority of the normalized difference phenology index (NDPI) for estimating grassland aboveground fresh biomass

D Xu, C Wang, J Chen, M Shen, B Shen, R Yan… - Remote Sensing of …, 2021 - Elsevier
Accurate monitoring of grassland aboveground fresh biomass (called AGB in the study) and
its spatial-temporal dynamics is indispensable for sustainable grassland management. The …

Above-ground biomass estimation in oats using UAV remote sensing and machine learning

P Sharma, L Leigh, J Chang, M Maimaitijiang, M Caffé - Sensors, 2022 - mdpi.com
Current strategies for phenotyping above-ground biomass in field breeding nurseries
demand significant investment in both time and labor. Unmanned aerial vehicles (UAV) can …

Remote sensing as a tool to assess botanical composition, structure, quantity and quality of temperate grasslands

M Wachendorf, T Fricke, T Möckel - Grass and forage science, 2018 - Wiley Online Library
Grassland systems frequently exhibit small‐scale botanical and structural heterogeneity with
pronounced spatio‐temporal dynamics. These features present particular challenges for …

Remote sensing-based crop lodging assessment: Current status and perspectives

S Chauhan, R Darvishzadeh, M Boschetti… - ISPRS journal of …, 2019 - Elsevier
Rapid and quantitative assessment of crop lodging is important for understanding the
causes of the phenomena, improving crop management, making better production and …

Estimating above-ground biomass in sub-tropical buffer zone community forests, Nepal, using Sentinel 2 data

S Pandit, S Tsuyuki, T Dube - Remote Sensing, 2018 - mdpi.com
Accurate assessment of above-ground biomass (AGB) is important for the sustainable
management of forests, especially buffer zone (areas within the protected area, where …