# Predicting foliar nutrient concentrations and nutrient deficiencies of hydroponic lettuce using hyperspectral imaging

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/predicting-foliar-nutrient-concentrations-and-nutrient-deficiencies-of/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Piyush Pandey,Patrick Veazie,Brian E. Whipker,Sierra Young |
| Citations | 35 |
| DOI | 10.1016/j.biosystemseng.2023.05.005 |
| Fields | Agricultural and Biological Sciences,Chemistry |
| Open Access | false |
| OA Status | closed |
| OpenAlex ID | https://openalex.org/W4378701320 |
| Type | article |
| Year | 2023 |

## Paper authors

- [Sierra Young](https://scholariq.org/researchers/sierra-young/)

## Paper primary topic

- [Leaf Properties and Growth Measurement](https://scholariq.org/topics/leaf-properties-and-growth-measurement/)

## Paper topics

- [Leaf Properties and Growth Measurement](https://scholariq.org/topics/leaf-properties-and-growth-measurement/)
- [Spectroscopy and Chemometric Analyses](https://scholariq.org/topics/spectroscopy-and-chemometric-analyses/)
- [Smart Agriculture and AI](https://scholariq.org/topics/smart-agriculture-and-ai/)

---
Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.