reviewRemote SensingJan 6, 2023GOLD OA

Remote Sensing in Field Crop Monitoring: A Comprehensive Review of Sensor Systems, Data Analyses and Recent Advances

Chungnam National University · Agricultural Research Service · +2 more institutions

Indexed incrossrefdoaj

Abstract

The key elements that underpin food security require the adaptation of agricultural systems to support productivity increases while minimizing inputs and the adverse effects of climate change. The advances in precision agriculture over the past few years have substantially enhanced the efficiency of applying spatially variable agronomic inputs for irrigation, such as fertilizers, pesticides, seeds, and water, and we can attribute them to the increasing number of innovations that utilize new technologies that are capable of monitoring field crops for varying spatial and temporal changes. Remote sensing technology is the primary driver of success in precision agriculture, along with other technologies, such as…

Citation impact

244
total citations
FWCI
56.74
Percentile
100%
References
301
Citations per year

Authors

7

Topics & keywords

Keywords
  • Precision agriculture
  • Computer science
  • Remote sensing
  • Multispectral image
  • Emerging technologies
  • Hyperspectral imaging
  • Field (mathematics)
  • Sensor fusion
UN Sustainable Development Goals
  • Zero hunger
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