Advanced Crop Management and Health Assessment Using Multispectral UAVs for Precision Agriculture

Agricultural analysis is crucial for the effective and efficient management of crops. However, the current crop monitoring processes are imprecise and slow. In this report, UAVs equipped with a full soil and crop sensor packages are used to analyze the crop health, soil quality, and moisture level of a field. The UAVs are able to collect precise data and decrease the amount of time required for the plots to be analyzed and field management plan developed. It was determined that the time required for data collection drastically decreased in comparison to typical analysis methods while also gathering more precise data and sampling more field area. Specifically, the use of UAVs with advanced sensor packages, when paired with a drone mapping tool with data processing capabilities, allows for high-resolution monitoring of soil moisture, nutrient levels, and crop health, enabling farmers to make data-driven decisions in real time.

Authors

Institutions

Publication Details

Published
2025-07-16
DOI
https://doi.org/10.2514/6.2025-3271
Primary Topic
Smart Agriculture and AI
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Advanced Crop Management and Health Assessment Using Multispectral UAVs for Precision Agriculture

C. Young, Hunter Williams, Seong-Jin Lee, Elise F. Wardour et al.
Smart Agriculture and AI
article

Advanced Crop Management and Health Assessment Using Multispectral UAVs for Precision Agriculture

C. Young, Hunter Williams, Seong-Jin Lee, Elise F. Wardour, Claire F. Ferro, Eli N. Pask
article en

Abstract

Agricultural analysis is crucial for the effective and efficient management of crops. However, the current crop monitoring processes are imprecise and slow. In this report, UAVs equipped with a full soil and crop sensor packages are used to analyze the crop health, soil quality, and moisture level of a field. The UAVs are able to collect precise data and decrease the amount of time required for the plots to be analyzed and field management plan developed. It was determined that the time required for data collection drastically decreased in comparison to typical analysis methods while also gathering more precise data and sampling more field area. Specifically, the use of UAVs with advanced sensor packages, when paired with a drone mapping tool with data processing capabilities, allows for high-resolution monitoring of soil moisture, nutrient levels, and crop health, enabling farmers to make data-driven decisions in real time.

Alfred University (US)
Zero hunger
Openalex Percentile: Top 87%
Smart Agriculture and AI
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Advanced Crop Management and Health Assessment Using Multispectral UAVs for Precision Agriculture — C. Young, Hunter Williams, et al. · (2025) | TGRS Research Map | TGRS