Could investigate the application of NDVI-based estimates
Research gap analysis derived from 4 agriculture papers in our local library.
The gap
Further studies could investigate the application of NDVI-based estimates for other crops. The development of more efficient irrigation systems for black pepper production could be explored.
Evidence profile
Sourced from the stated research gap and future-work section and stated challenges of the source papers, classified as general, spanning 3 journals.
Research trend
Established — well-defined area with open sub-problems.
Supporting evidence — 6 representative gaps
- Investigation of Nutritional Management on Vegetative and Reproductive Traits of Rosa damascena Mill. under Water Deficit Conditions in the Jebalbarez Region of Jiroft (2026) · Zenodo (CERN European Organization for Nuclear Research) · doi
The lack of effective management strategies to mitigate the negative effects of drought stress and enhance water use efficiency in production systems. The need for sustainable agricultural practices under drought conditions.
generalstated research gapevidence 5/5Keywords: lack effective management strategies mitigate negative effects drought - Water demand of black pepper (Piper nigrum L.) determined by NDVI (2026) · Agronomía Mesoamericana · doi
The study identifies a gap in the understanding of the water demand of black pepper at different cultivation stages. There is a need for more accurate estimates of crop water requirements for black pepper production.
generalstated research gapevidence 5/5Keywords: study identifies gap understanding water demand black pepper - Water demand of black pepper (Piper nigrum L.) determined by NDVI (2026) · Agronomía Mesoamericana · doi
Further studies could investigate the application of NDVI-based estimates for other crops. The development of more efficient irrigation systems for black pepper production could be explored.
generalfuture-work sectionevidence 5/5Keywords: further studies investigate application ndvi-based estimates other crops - Assessing farmers' decisions toinvest in two water-saving irrigation methods using stochastic dynamicprogramming (2026) · The holistic approach to environment · doi
The study identifies a gap in the existing literature on the impacts of climate change on agriculture, particularly in relation to water management. The research aims to address the challenge of water management in agriculture.
generalstated research gapevidence 5/5Keywords: study identifies gap existing literature impacts climate change - Integrating Artificial Intelligence for Sustainable Development of Sugarcane Irrigation Systems: A Study of Belagavi District, Karnataka (2026) · Zenodo (CERN European Organization for Nuclear Research) · doi
The lack of efficient irrigation management systems for sugarcane cultivation. The need for sustainable agricultural practices that reduce water wastage and promote environmental sustainability.
generalstated research gapevidence 5/5Keywords: lack efficient irrigation management systems sugarcane cultivation need - Water demand of black pepper (Piper nigrum L.) determined by NDVI (2026) · Agronomía Mesoamericana · doi
Water scarcity and climate change require efficient use of water in agriculture. Irrigation management is crucial for ensuring the stability of agricultural production. Accurate estimates of crop water requirements are needed for black pepper production.
generalstated challengesevidence 5/5Keywords: water scarcity climate change require efficient use agriculture
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