1178 papers
This paper proposes XAI-PRFHO, an explainable AI framework that integrates a TCN–BiLSTM model with conformal prediction and multi-layer interpretability to generate calibrated probabilistic rainfall forecasts, which are then optimized via NSGA-III to significantly reduce weather-induced crop losses and increase yields in precision agriculture.
Based on survey data from 858 large-scale rice producers in Jiangxi Province, this study demonstrates that digital literacy significantly promotes the adoption of intelligent agricultural machinery through mediating social networks and cognitive levels, with effects varying by resource endowments, location, and farming type.
This computational metabolomics study utilizes LC-MS/MS and machine learning to characterize the distinct chemical landscapes of three *Bacillus* consortia across growth stages, providing a foundational chemical lexicon for the rational design of next-generation microbial biostimulants that support sustainable agriculture.
This study demonstrates that treating semi-hardwood avocado cuttings with undiluted Aloe vera gel results in a 100% success rate for sprouting, rooting, and survival within six weeks, offering a highly effective and sustainable alternative to synthetic rooting hormones.
This study demonstrates that applying zeolite- or biochar-coated urea formulations at 75% of the recommended nitrogen dose significantly enhances wheat growth, yield, and nitrogen use efficiency to levels comparable to conventional urea at full dose, offering a sustainable strategy to reduce nitrogen application by 25% without compromising productivity.
This study demonstrates that low concentrations of the chemical mutagens ethyl methanesulfonate (20–25 mM) and ethidium bromide (0.05–0.10 mM) significantly enhance growth, physiological efficiency, and yield in cowpea (Vigna unguiculata L.) by inducing beneficial genetic variability, whereas higher concentrations exert detrimental inhibitory effects.
This study demonstrates that colorimetry serves as an effective, low-cost, and objective tool for distinguishing and classifying 24 valuable *Dalbergia* species from Madagascar by analyzing significant variations in color parameters and clustering them into distinct groups based on their visual characteristics.
A pot experiment conducted at Gazipur Agricultural University demonstrated that foliar application of 400 ppm Fe₃O₄ nanoparticles partially alleviates salinity-induced physiological and yield reductions in soybeans, although the study's lack of soluble iron controls and independent nanoparticle characterization prevents conclusive attribution of these benefits solely to the nanoparticles.
This three-year field study demonstrates that combining drip irrigation with plastic mulch and soybean-maize intercropping significantly enhances resource use efficiency, crop productivity, and profitability in arid regions, offering a climate-resilient pathway for sustainable agricultural intensification.
This study demonstrates that enriching yogurt with a combination of whey protein concentrate and sodium caseinate, particularly when fermented with specific starter cultures like Y172F or Y429A, significantly enhances rheological stability, amino acid profiles, and sensory quality compared to control or single-protein formulations.