Concepedia

Combining fixed-wing UAV multispectral imagery and machine learning to diagnose winter wheat nitrogen status at the farm scale

Jie Jiang, Peter M. Atkinson, Jiayi Zhang, Ruhua Lu, Youyan Zhou, Qiang Cao, Yongchao Tian, Yan Zhu, Weixing Cao, Xiaojun Liu

European Journal of Agronomy · 2022 · 66 citations · 49 references

Concepts

AgricultureAgricultural EngineeringCrop SciencesCrop SensingRemote SensingAgricultural ApplicationsAgricultural Machine VisionCrop ClassificationPrecision Crop ManagementRemote Sensing For Crop ManagementSensor Data AcquisitionAerial Crop MonitoringImage-based Crop MonitoringMachine Learning DiagnosticsNitrogen Status DiagnosticsPlant Nitrogen Status EstimationRemote Sensing-based Nitrogen ManagementUnmanned Aerial Vehicle Crop MonitoringUnmanned Aerial Vehicle Sensing

References

49

The Measurement of Observer Agreement for Categorical Data

J. Richard Landis, Gary G. Koch · Biometrics · 1977 · 78.9K citations · Full text

Public Health, Biostatistics, Categorical Data Analysis +12

Red and photographic infrared linear combinations for monitoring vegetation

Compton J. Tucker · Remote Sensing of Environment · 1979 · 11.4K citations · Full text

Natural Sciences, Ecology, Plant Sciences +11

The temperature dependence of soil organic matter decomposition, and the effect of global warming on soil organic C storage

Miko U. F. Kirschbaum · Soil Biology and Biochemistry · 1995 · 2K citations

Agriculture, Earth Sciences, Soil Sciences +17

Remote estimation of canopy chlorophyll content in crops

Anatoly A. Gitelson, Andrés Viña, Verónica Ciganda et al. · Geophysical Research Letters · 2005 · 1.6K citations · Full text

Agriculture, Agronomy, Crop Sciences +17

Coincident detection of crop water stress, nitrogen status and canopy density using ground-based multispectral data.

Edward M. Barnes, T. R. Clarke, Suanne Richards et al. · 2000 · 754 citations

Agriculture, Agronomy, Crop Sciences +17