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Prakriti Bista

Research Scientist, Plant and Environmental Sciences

Regular Faculty

Agriculture Science Center at Clovis, 2346 NM-288

Clovis, NM 88101

541-314-1916

I am a Research Scientist at New Mexico State University, specializing in sustainable crop production systems and natural resources conservation. I study soil water dynamics, carbon, and nutrient cycling in the agroecosystem with the goal of improving soil health and optimizing resource use efficiency. I integrate machine learning and process-based modelling approaches to advance our understanding and management of agricultural systems.
Our recent publication was based on use of machine learning models for predicting greenhouse emissions and identifying key-drivers of the carbon and nitrogen losses from agroecosystem.
Bista, P., S. Shakya, and R. Ghimire. 2025. Evaluating machine learning models for greenhouse gas emissions prediction in diversified semi-arid cropping systems. Soil Sci. Soc. Am. J. 89(2). P.e70057

Expertise

  • Machine Learning
  • Ensemble learning
  • Data-Model Integration
  • Interpretable Machine Learning
  • Agricultural Research
  • Agriculture and Food Systems

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Awards

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