Author

G. Shija

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Open access Sep 2026

Fruit waste-derived extracts as natural biostimulants for seed priming in maize and common beans

Seed germination and early seedling vigour are critical for successful crop establishment, particularly in stress-prone, resource-limited semi-arid agroecosystems. This study evaluated aqueous extracts prepared from market-discarded overripe or spoiled fruits of papaya (Carica papaya L.), banana (Musa spp.), lemon (Cit...

G. Shija · Discover Plants · 0 citations

Review Oct 2026

Spectroscopic Transduction in Miniaturized Lab-on-a-Chip Devices: Functional Nanomaterials and Edge AI Integration for Real-Time in Situ Environmental Monitoring of Heavy Metals, Pesticides, and Marine Pollutants.

The rising demand for real-time, in situ monitoring of heavy metals, pesticides, marine pollutants, and ocean acidification proxies has exposed the limitations of conventional laboratory-based spectroscopic methods, which suffer from slow turnaround, high costs, and poor adaptability to remote environments. This critic...

G. Shija · Critical reviews in analytic... · 0 citations

Review Jul 2026

Advances in Artificial Intelligence and Machine Learning for Toxicity Prediction in Computational Toxicology: A Comprehensive Review.

Over the past three decades, artificial intelligence (AI) and machine learning (ML) have revolutionized computational toxicology, providing powerful tools for predicting chemical toxicity and supporting safer assessments for human health and the environment. This review offers a critical 30-year synthesis (1995-2025) t...

G. Shija · Toxicology Mechanisms and Me... · 0 citations