Mmst-vit: Climate change-aware crop yield prediction via multi-modal spatial-temporal vision transformer
Precise crop yield prediction provides valuable information for agricultural planning and
decision-making processes. However, timely predicting crop yields remains challenging as …
decision-making processes. However, timely predicting crop yields remains challenging as …
Estimation of plant height and yield based on UAV imagery in faba bean (Vicia faba L.)
Y Ji, Z Chen, Q Cheng, R Liu, M Li, X Yan, G Li… - Plant Methods, 2022 - Springer
Background Faba bean is an important legume crop in the world. Plant height and yield are
important traits for crop improvement. The traditional plant height and yield measurement …
important traits for crop improvement. The traditional plant height and yield measurement …
[HTML][HTML] Map** annual 10-m soybean cropland with spatiotemporal sample migration
China, as the world's biggest soybean importer and fourth-largest producer, needs accurate
map** of its planting areas for global food supply stability. The challenge lies in gathering …
map** of its planting areas for global food supply stability. The challenge lies in gathering …
Identifying and map** individual medicinal plant Lamiophlomis rotata at high elevations by using unmanned aerial vehicles and deep learning
R Ding, J Luo, C Wang, L Yu, J Yang, M Wang… - Plant Methods, 2023 - Springer
Background The identification and enumeration of medicinal plants at high elevations is an
important part of accurate yield calculations. However, the current assessment of medicinal …
important part of accurate yield calculations. However, the current assessment of medicinal …
High-precision plant height measurement by drone with RTK-GNSS and single camera for real-time processing
Y Matsuura, Z Heming, K Nakao, C Qiong… - Scientific Reports, 2023 - nature.com
Conventional crop height measurements performed using aerial drone images require 3D
reconstruction results of several aerial images obtained through structure from motion …
reconstruction results of several aerial images obtained through structure from motion …
Ensemble Learning for Pea Yield Estimation Using Unmanned Aerial Vehicles, Red Green Blue, and Multispectral Imagery
Z Liu, Y Ji, X Ya, R Liu, Z Liu, X Zong, T Yang - Drones, 2024 - mdpi.com
Peas are one of the most important cultivated legumes worldwide, for which early yield
estimations are helpful for agricultural planning. The unmanned aerial vehicles (UAVs) have …
estimations are helpful for agricultural planning. The unmanned aerial vehicles (UAVs) have …
Potential of GPR data fusion with hyperspectral data for precision agriculture of the future
C Riefolo, A Belmonte, R Quarto, F Quarto… - … and Electronics in …, 2022 - Elsevier
Precision Agriculture (PA) requires accurate spatial and temporal information of soil
properties at a very fine scale. Traditional soil characterization methods are time consuming …
properties at a very fine scale. Traditional soil characterization methods are time consuming …
Perspectives on the application of remote sensing technology in the cultivation of medicinal plants
L Zhong, X Wu, R Ding, C Wang, L Li… - … Journal of Remote …, 2025 - Taylor & Francis
Cultivation of medicinal plants (CMPs) plays a crucial role in sustaining the production
resources of medicinal plants (MPs). In light of the depletion of wild medicinal plant …
resources of medicinal plants (MPs). In light of the depletion of wild medicinal plant …
Unmanned aerial system and machine learning driven Digital-Twin framework for in-season cotton growth forecasting
In the past decade, Unmanned Aerial Systems (UAS) have made a significant impact on
various sectors, including precision agriculture, by enabling remote monitoring of crop …
various sectors, including precision agriculture, by enabling remote monitoring of crop …
Precision crop map**: within plant canopy discrimination of crop and soil using multi-sensor hyperspectral imagery
Leveraging diverse optomechanical and imaging technologies for precision agriculture
applications is gaining attention in emerging economies. The precise spatial detection of …
applications is gaining attention in emerging economies. The precise spatial detection of …