Technology and data fusion methods to enhance site-specific crop monitoring

U Ahmad, A Nasirahmadi, O Hensel, S Marino - Agronomy, 2022 - mdpi.com
Digital farming approach merges new technologies and sensor data to optimize the quality
of crop monitoring in agriculture. The successful fusion of technology and data is highly …

Remote-sensing estimation of potato above-ground biomass based on spectral and spatial features extracted from high-definition digital camera images

Y Liu, H Feng, J Yue, Z Li, G Yang, X Song… - … and Electronics in …, 2022 - Elsevier
Above-ground biomass (AGB) is a significant phenotypic index for evaluating
photosynthesis capacity, healthy growth, and estimating crop yield. Accurately monitoring …

An overview of using unmanned aerial system mounted sensors to measure plant above-ground biomass

A Bazrafkan, N Delavarpour, PG Oduor, N Bandillo… - Remote Sensing, 2023 - mdpi.com
Conventional measurement methods for above-ground biomass (AGB) are time-consuming,
inaccurate, and labor-intensive. Unmanned aerial systems (UASs) have emerged as a …

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 **, 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 …

[HTML][HTML] How can UAV bridge the gap between ground and satellite observations for quantifying the biomass of desert shrub community?

P Mao, J Ding, B Jiang, L Qin, GY Qiu - ISPRS Journal of Photogrammetry …, 2022 - Elsevier
Accurate estimation of the shrub above-ground biomass (AGB) is an essential basis for
determining carbon storage and monitoring desertification risk in arid ecosystems. However …

[HTML][HTML] Improved estimation of aboveground biomass in rubber plantations by fusing spectral and textural information from UAV-based RGB imagery

Y Liang, W Kou, H Lai, J Wang, Q Wang, W Xu… - Ecological …, 2022 - Elsevier
Aboveground biomass (AGB), as a crucial indicator of forest growth and quality, plays an
important role in monitoring the global carbon cycle and forest health. Rapid, accurate, and …

Enhancing wheat above-ground biomass estimation using UAV RGB images and machine learning: Multi-feature combinations, flight height, and algorithm …

W Zhai, C Li, Q Cheng, B Mao, Z Li, Y Li, F Ding, S Qin… - Remote Sensing, 2023 - mdpi.com
Above-ground biomass (AGB) serves as an indicator of crop growth status, and acquiring
timely AGB information is crucial for estimating crop yield and determining appropriate water …

Estimation of wheat plant height and biomass by combining UAV imagery and elevation data

D Wang, R Li, B Zhu, T Liu, C Sun, W Guo - Agriculture, 2022 - mdpi.com
Aboveground biomass (AGB) is an important basis for wheat yield formation. It is useful to
timely collect the AGB data to monitor wheat growth and to build high-yielding wheat groups …

Cross-scale map** of above-ground biomass and shrub dominance by integrating UAV and satellite data in temperate grassland

A Chen, C Xu, M Zhang, J Guo, X **ng, D Yang… - Remote Sensing of …, 2024 - Elsevier
Shrub encroachment, characterized by the proliferation of shrubs into grasslands, is a
challenge faced by grasslands worldwide that significantly impacts livestock production and …