The increasing frequency of extreme weather events and rising temperatures have significantly impacted global crop production. Precision agriculture technologies such as remote sensing, proximal sensing, variable rate applications, and autonomy in farming provide solutions to mitigate these uncertainties. Precision tools can optimize the use of seeding rate, fertilizers, pesticides, and irrigation, improving efficiency and resilience. These tools can provide real-time, continuous data on soil conditions, crop health, and resource use efficiency. Detecting nutrient deficiencies, water stress, and disease infestation enables a farmer for targeted interventions at right time, right spot, right resources, right amount simply by using right data from the sensors. Recent developments in autonomous operations have modernized the fields of farm machinery and mechatronics for efficient functionality and optimized use of energy to manage operations. These farm data layers derived from these technologies can be normalized to efficient management zones for an optimized decision-making during extreme weather, soil, or crop variabilities.

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Precision Agriculture Tools, Techniques, and Future Directions for Climate Resilience

  • Sourajit Dey,
  • Nishadini Widanagamage,
  • Somdatta Achar,
  • Udit Debangshi,
  • Sindhu Palla,
  • Jiyung Kim,
  • Gaurav Jha

摘要

The increasing frequency of extreme weather events and rising temperatures have significantly impacted global crop production. Precision agriculture technologies such as remote sensing, proximal sensing, variable rate applications, and autonomy in farming provide solutions to mitigate these uncertainties. Precision tools can optimize the use of seeding rate, fertilizers, pesticides, and irrigation, improving efficiency and resilience. These tools can provide real-time, continuous data on soil conditions, crop health, and resource use efficiency. Detecting nutrient deficiencies, water stress, and disease infestation enables a farmer for targeted interventions at right time, right spot, right resources, right amount simply by using right data from the sensors. Recent developments in autonomous operations have modernized the fields of farm machinery and mechatronics for efficient functionality and optimized use of energy to manage operations. These farm data layers derived from these technologies can be normalized to efficient management zones for an optimized decision-making during extreme weather, soil, or crop variabilities.