Establishing a knowledge structure for yield prediction in cereal crops using unmanned aerial vehicles
G Mustafa, Y Liu, IH Khan, S Hussain, Y Jiang… - Frontiers in Plant …, 2024 - frontiersin.org
Recently, a rapid advancement in using unmanned aerial vehicles (UAVs) for yield
prediction (YP) has led to many YP research findings. This study aims to visualize the …
prediction (YP) has led to many YP research findings. This study aims to visualize the …
Corn grain yield prediction using UAV-based high spatiotemporal resolution imagery, machine learning, and spatial cross-validation
Food demand is expected to rise significantly by 2050 due to the increase in population;
additionally, receding water levels, climate change, and a decrease in the amount of …
additionally, receding water levels, climate change, and a decrease in the amount of …
[PDF][PDF] Utilizing Visible Band Vegetation Indices from Unmanned Aerial Vehicle Images for Maize Phenoty**.
GG Coswosk, VML Gonçalves, VJ de Lima… - Remote …, 2024 - researchgate.net
Recent advancements in high-throughput phenoty** have led to the use of drones with
RGB sensors for evaluating plant traits. This study explored the relationships between …
RGB sensors for evaluating plant traits. This study explored the relationships between …
Drone‐based imaging sensors, techniques, and applications in plant phenoty** for crop breeding: A comprehensive review
Over the last decade, the use of unmanned aerial vehicles (UAVs) for plant phenoty** and
field crop monitoring has significantly evolved and expanded. These technologies have …
field crop monitoring has significantly evolved and expanded. These technologies have …
Yield Prediction of Four Bean (Phaseolus vulgaris) Cultivars Using Vegetation Indices Based on Multispectral Images from UAV in an Arid Zone of Peru
D Saravia, L Valqui-Valqui, W Salazar… - Drones, 2023 - mdpi.com
In Peru, common bean varieties adapt very well to arid zones, and it is essential to
strengthen their evaluations accurately during their phenological stage by using remote …
strengthen their evaluations accurately during their phenological stage by using remote …
Hyperspectral Response of the Soybean Crop as a Function of Target Spot (Corynespora cassiicola) Using Machine Learning to Classify Severity Levels
Plants respond to biotic and abiotic pressures by changing their biophysical and
biochemical aspects, such as reducing their biomass and develo** chlorosis, which can …
biochemical aspects, such as reducing their biomass and develo** chlorosis, which can …
Estimation of Productivity and Above-Ground Biomass for Corn (Zea mays) via Vegetation Indices in Madeira Island
The advancement of technology associated with the field, especially the use of unmanned
aerial vehicles (UAV) coupled with multispectral cameras, allows us to monitor the condition …
aerial vehicles (UAV) coupled with multispectral cameras, allows us to monitor the condition …
Using Machine Learning Methods Combined with Vegetation Indices and Growth Indicators to Predict Seed Yield of Bromus inermis
C Ou, Z Jia, S Sun, J Liu, W Ma, J Wang, C Mi, P Mao - Plants, 2024 - mdpi.com
Smooth bromegrass (Bromus inermis) is a perennial, high-quality forage grass. However, its
seed yield is influenced by agronomic practices, climatic conditions, and the growing year …
seed yield is influenced by agronomic practices, climatic conditions, and the growing year …
[PDF][PDF] Detection of Maize Crop Phenology Using Planet Fusion
Accurate identification of crop phenology timing is crucial for agriculture. While remote
sensing tracks vegetation changes, linking these to ground-measured crop growth stages …
sensing tracks vegetation changes, linking these to ground-measured crop growth stages …
Fraxinus sogdiana Bunge forests in Charyn Canyon, Kazakhstan
R Salmurzauly, A Myrzagaliyeva, S Irsaliyev… - Caspian Journal of …, 2024 - cjes.guilan.ac.ir
This research investigates the biodiversity and ecological status of the Fraxinus sogdiana
Bunge forests within Charyn Canyon, Kazakhstan, a unique ecosystem known for its high …
Bunge forests within Charyn Canyon, Kazakhstan, a unique ecosystem known for its high …